id	sid	tid	token	lemma	pos
american_scientific_journal-4734	1	1	128	128	NUM
american_scientific_journal-4734	1	2	american	american	ADJ
american_scientific_journal-4734	1	3	scientific	scientific	ADJ
american_scientific_journal-4734	1	4	research	research	NOUN
american_scientific_journal-4734	1	5	journal	journal	NOUN
american_scientific_journal-4734	1	6	for	for	ADP
american_scientific_journal-4734	1	7	engineering	engineering	NOUN
american_scientific_journal-4734	1	8	,	,	PUNCT
american_scientific_journal-4734	1	9	technology	technology	NOUN
american_scientific_journal-4734	1	10	,	,	PUNCT
american_scientific_journal-4734	1	11	and	and	CCONJ
american_scientific_journal-4734	1	12	sciences	science	NOUN
american_scientific_journal-4734	1	13	(	(	PUNCT
american_scientific_journal-4734	1	14	asrjets	asrjet	NOUN
american_scientific_journal-4734	1	15	)	)	PUNCT
american_scientific_journal-4734	1	16	issn	issn	PROPN
american_scientific_journal-4734	1	17	(	(	PUNCT
american_scientific_journal-4734	1	18	print	print	NOUN
american_scientific_journal-4734	1	19	)	)	PUNCT
american_scientific_journal-4734	1	20	2313	2313	NUM
american_scientific_journal-4734	1	21	-	-	SYM
american_scientific_journal-4734	1	22	4410	4410	NUM
american_scientific_journal-4734	1	23	,	,	PUNCT
american_scientific_journal-4734	1	24	issn	issn	PROPN
american_scientific_journal-4734	1	25	(	(	PUNCT
american_scientific_journal-4734	1	26	online	online	ADJ
american_scientific_journal-4734	1	27	)	)	PUNCT
american_scientific_journal-4734	1	28	2313	2313	NUM
american_scientific_journal-4734	1	29	-	-	SYM
american_scientific_journal-4734	1	30	4402	4402	NUM
american_scientific_journal-4734	1	31	©	©	PROPN
american_scientific_journal-4734	1	32	global	global	ADJ
american_scientific_journal-4734	1	33	society	society	NOUN
american_scientific_journal-4734	1	34	of	of	ADP
american_scientific_journal-4734	1	35	scientific	scientific	ADJ
american_scientific_journal-4734	1	36	research	research	NOUN
american_scientific_journal-4734	1	37	and	and	CCONJ
american_scientific_journal-4734	1	38	researchers	researcher	NOUN
american_scientific_journal-4734	1	39	http://asrjetsjournal.org/	http://asrjetsjournal.org/	PROPN
american_scientific_journal-4734	1	40	machine	machine	NOUN
american_scientific_journal-4734	1	41	vision	vision	NOUN
american_scientific_journal-4734	1	42	detection	detection	NOUN
american_scientific_journal-4734	1	43	method	method	NOUN
american_scientific_journal-4734	1	44	for	for	ADP
american_scientific_journal-4734	1	45	surface	surface	NOUN
american_scientific_journal-4734	1	46	defects	defect	NOUN
american_scientific_journal-4734	1	47	of	of	ADP
american_scientific_journal-4734	1	48	automobile	automobile	NOUN
american_scientific_journal-4734	1	49	stamping	stamp	VERB
american_scientific_journal-4734	1	50	parts	part	NOUN
american_scientific_journal-4734	1	51	lei	lei	X
american_scientific_journal-4734	1	52	genga	genga	NOUN
american_scientific_journal-4734	1	53	,	,	PUNCT
american_scientific_journal-4734	1	54	yuxiang	yuxiang	NOUN
american_scientific_journal-4734	1	55	wenb	wenb	PROPN
american_scientific_journal-4734	1	56	,	,	PUNCT
american_scientific_journal-4734	1	57	fang	fang	X
american_scientific_journal-4734	1	58	zhangc	zhangc	PROPN
american_scientific_journal-4734	1	59	*	*	PROPN
american_scientific_journal-4734	1	60	,	,	PUNCT
american_scientific_journal-4734	1	61	yanbei	yanbei	VERB
american_scientific_journal-4734	1	62	liud	liud	PROPN
american_scientific_journal-4734	1	63	a	a	DET
american_scientific_journal-4734	1	64	,	,	PUNCT
american_scientific_journal-4734	1	65	b	b	PROPN
american_scientific_journal-4734	1	66	,	,	PUNCT
american_scientific_journal-4734	1	67	c	c	NOUN
american_scientific_journal-4734	1	68	,	,	PUNCT
american_scientific_journal-4734	1	69	dschool	dschool	NOUN
american_scientific_journal-4734	1	70	of	of	ADP
american_scientific_journal-4734	1	71	electronic	electronic	ADJ
american_scientific_journal-4734	1	72	and	and	CCONJ
american_scientific_journal-4734	1	73	information	information	NOUN
american_scientific_journal-4734	1	74	engineering	engineering	NOUN
american_scientific_journal-4734	1	75	,	,	PUNCT
american_scientific_journal-4734	1	76	tianjin	tianjin	PROPN
american_scientific_journal-4734	1	77	polytechnic	polytechnic	PROPN
american_scientific_journal-4734	1	78	university	university	PROPN
american_scientific_journal-4734	1	79	,	,	PUNCT
american_scientific_journal-4734	1	80	tianjin	tianjin	PROPN
american_scientific_journal-4734	1	81	300387	300387	NUM
american_scientific_journal-4734	1	82	,	,	PUNCT
american_scientific_journal-4734	1	83	china	china	PROPN
american_scientific_journal-4734	1	84	aemail	aemail	NOUN
american_scientific_journal-4734	1	85	:	:	PUNCT
american_scientific_journal-4734	1	86	genglei@tjpu.edu.cn	genglei@tjpu.edu.cn	ADJ
american_scientific_journal-4734	1	87	bemail	bemail	NOUN
american_scientific_journal-4734	1	88	:	:	PUNCT
american_scientific_journal-4734	1	89	dr-wyx@qq.com	dr-wyx@qq.com	X
american_scientific_journal-4734	1	90	cemail	cemail	VERB
american_scientific_journal-4734	1	91	:	:	PUNCT
american_scientific_journal-4734	2	1	hhzhangfang@126.com	hhzhangfang@126.com	PROPN
american_scientific_journal-4734	2	2	demail	demail	NOUN
american_scientific_journal-4734	2	3	:	:	PUNCT
american_scientific_journal-4734	2	4	liuyanbei@tjpu.edu.cn	liuyanbei@tjpu.edu.cn	ADJ
american_scientific_journal-4734	2	5	abstract	abstract	NOUN
american_scientific_journal-4734	2	6	a	a	DET
american_scientific_journal-4734	2	7	new	new	ADJ
american_scientific_journal-4734	2	8	system	system	NOUN
american_scientific_journal-4734	2	9	for	for	ADP
american_scientific_journal-4734	2	10	detecting	detect	VERB
american_scientific_journal-4734	2	11	surface	surface	NOUN
american_scientific_journal-4734	2	12	defects	defect	NOUN
american_scientific_journal-4734	2	13	of	of	ADP
american_scientific_journal-4734	2	14	automobile	automobile	NOUN
american_scientific_journal-4734	2	15	stamping	stamp	VERB
american_scientific_journal-4734	2	16	parts	part	NOUN
american_scientific_journal-4734	2	17	is	be	AUX
american_scientific_journal-4734	2	18	designed	design	VERB
american_scientific_journal-4734	2	19	.	.	PUNCT
american_scientific_journal-4734	3	1	set	set	VERB
american_scientific_journal-4734	3	2	up	up	ADP
american_scientific_journal-4734	3	3	a	a	DET
american_scientific_journal-4734	3	4	defect	defect	NOUN
american_scientific_journal-4734	3	5	detection	detection	NOUN
american_scientific_journal-4734	3	6	system	system	NOUN
american_scientific_journal-4734	3	7	,	,	PUNCT
american_scientific_journal-4734	3	8	which	which	PRON
american_scientific_journal-4734	3	9	includes	include	VERB
american_scientific_journal-4734	3	10	light	light	ADJ
american_scientific_journal-4734	3	11	source	source	NOUN
american_scientific_journal-4734	3	12	,	,	PUNCT
american_scientific_journal-4734	3	13	camera	camera	NOUN
american_scientific_journal-4734	3	14	and	and	CCONJ
american_scientific_journal-4734	3	15	lens	len	NOUN
american_scientific_journal-4734	3	16	.	.	PUNCT
american_scientific_journal-4734	4	1	through	through	ADP
american_scientific_journal-4734	4	2	this	this	DET
american_scientific_journal-4734	4	3	system	system	NOUN
american_scientific_journal-4734	4	4	,	,	PUNCT
american_scientific_journal-4734	4	5	auto	auto	NOUN
american_scientific_journal-4734	4	6	body	body	NOUN
american_scientific_journal-4734	4	7	surface	surface	NOUN
american_scientific_journal-4734	4	8	image	image	NOUN
american_scientific_journal-4734	4	9	is	be	AUX
american_scientific_journal-4734	4	10	collected	collect	VERB
american_scientific_journal-4734	4	11	,	,	PUNCT
american_scientific_journal-4734	4	12	defect	defect	ADJ
american_scientific_journal-4734	4	13	data	datum	NOUN
american_scientific_journal-4734	4	14	set	set	VERB
american_scientific_journal-4734	4	15	is	be	AUX
american_scientific_journal-4734	4	16	established	establish	VERB
american_scientific_journal-4734	4	17	and	and	CCONJ
american_scientific_journal-4734	4	18	manual	manual	ADJ
american_scientific_journal-4734	4	19	annotation	annotation	NOUN
american_scientific_journal-4734	4	20	is	be	AUX
american_scientific_journal-4734	4	21	performed	perform	VERB
american_scientific_journal-4734	4	22	.	.	PUNCT
american_scientific_journal-4734	5	1	the	the	DET
american_scientific_journal-4734	5	2	marked	mark	VERB
american_scientific_journal-4734	5	3	training	training	NOUN
american_scientific_journal-4734	5	4	set	set	NOUN
american_scientific_journal-4734	5	5	was	be	AUX
american_scientific_journal-4734	5	6	used	use	VERB
american_scientific_journal-4734	5	7	to	to	PART
american_scientific_journal-4734	5	8	train	train	VERB
american_scientific_journal-4734	5	9	the	the	DET
american_scientific_journal-4734	5	10	convolutional	convolutional	ADJ
american_scientific_journal-4734	5	11	neural	neural	ADJ
american_scientific_journal-4734	5	12	network	network	NOUN
american_scientific_journal-4734	5	13	,	,	PUNCT
american_scientific_journal-4734	5	14	and	and	CCONJ
american_scientific_journal-4734	5	15	then	then	ADV
american_scientific_journal-4734	5	16	the	the	DET
american_scientific_journal-4734	5	17	convolutional	convolutional	ADJ
american_scientific_journal-4734	5	18	neural	neural	ADJ
american_scientific_journal-4734	5	19	network	network	NOUN
american_scientific_journal-4734	5	20	was	be	AUX
american_scientific_journal-4734	5	21	used	use	VERB
american_scientific_journal-4734	5	22	to	to	PART
american_scientific_journal-4734	5	23	segment	segment	VERB
american_scientific_journal-4734	5	24	the	the	DET
american_scientific_journal-4734	5	25	surface	surface	NOUN
american_scientific_journal-4734	5	26	defects	defect	NOUN
american_scientific_journal-4734	5	27	at	at	ADP
american_scientific_journal-4734	5	28	the	the	DET
american_scientific_journal-4734	5	29	pixel	pixel	PROPN
american_scientific_journal-4734	5	30	level	level	NOUN
american_scientific_journal-4734	5	31	to	to	PART
american_scientific_journal-4734	5	32	obtain	obtain	VERB
american_scientific_journal-4734	5	33	the	the	DET
american_scientific_journal-4734	5	34	defect	defect	ADJ
american_scientific_journal-4734	5	35	regions	region	NOUN
american_scientific_journal-4734	5	36	of	of	ADP
american_scientific_journal-4734	5	37	different	different	ADJ
american_scientific_journal-4734	5	38	categories	category	NOUN
american_scientific_journal-4734	5	39	.	.	PUNCT
american_scientific_journal-4734	6	1	the	the	DET
american_scientific_journal-4734	6	2	experimental	experimental	ADJ
american_scientific_journal-4734	6	3	results	result	NOUN
american_scientific_journal-4734	6	4	show	show	VERB
american_scientific_journal-4734	6	5	that	that	SCONJ
american_scientific_journal-4734	6	6	the	the	DET
american_scientific_journal-4734	6	7	surface	surface	NOUN
american_scientific_journal-4734	6	8	defect	defect	NOUN
american_scientific_journal-4734	6	9	detection	detection	NOUN
american_scientific_journal-4734	6	10	method	method	NOUN
american_scientific_journal-4734	6	11	proposed	propose	VERB
american_scientific_journal-4734	6	12	in	in	ADP
american_scientific_journal-4734	6	13	this	this	DET
american_scientific_journal-4734	6	14	paper	paper	NOUN
american_scientific_journal-4734	6	15	can	can	AUX
american_scientific_journal-4734	6	16	effectively	effectively	ADV
american_scientific_journal-4734	6	17	segment	segment	VERB
american_scientific_journal-4734	6	18	the	the	DET
american_scientific_journal-4734	6	19	surface	surface	NOUN
american_scientific_journal-4734	6	20	defects	defect	NOUN
american_scientific_journal-4734	6	21	of	of	ADP
american_scientific_journal-4734	6	22	the	the	DET
american_scientific_journal-4734	6	23	workpiece	workpiece	NOUN
american_scientific_journal-4734	6	24	,	,	PUNCT
american_scientific_journal-4734	6	25	and	and	CCONJ
american_scientific_journal-4734	6	26	the	the	DET
american_scientific_journal-4734	6	27	accuracy	accuracy	NOUN
american_scientific_journal-4734	6	28	of	of	ADP
american_scientific_journal-4734	6	29	scratch	scratch	NOUN
american_scientific_journal-4734	6	30	and	and	CCONJ
american_scientific_journal-4734	6	31	rust	rust	NOUN
american_scientific_journal-4734	6	32	segmentation	segmentation	NOUN
american_scientific_journal-4734	6	33	is	be	AUX
american_scientific_journal-4734	6	34	high	high	ADJ
american_scientific_journal-4734	6	35	.	.	PUNCT
american_scientific_journal-4734	7	1	keywords	keyword	NOUN
american_scientific_journal-4734	7	2	:	:	PUNCT
american_scientific_journal-4734	7	3	surface	surface	NOUN
american_scientific_journal-4734	7	4	defect	defect	NOUN
american_scientific_journal-4734	7	5	detection	detection	NOUN
american_scientific_journal-4734	7	6	;	;	PUNCT
american_scientific_journal-4734	7	7	machine	machine	NOUN
american_scientific_journal-4734	7	8	vision	vision	NOUN
american_scientific_journal-4734	7	9	;	;	PUNCT
american_scientific_journal-4734	7	10	convolutional	convolutional	ADJ
american_scientific_journal-4734	7	11	neural	neural	ADJ
american_scientific_journal-4734	7	12	network	network	NOUN
american_scientific_journal-4734	7	13	;	;	PUNCT
american_scientific_journal-4734	7	14	camera	camera	NOUN
american_scientific_journal-4734	7	15	calibration	calibration	NOUN
american_scientific_journal-4734	7	16	;	;	PUNCT
american_scientific_journal-4734	7	17	image	image	NOUN
american_scientific_journal-4734	7	18	segmentation	segmentation	NOUN
american_scientific_journal-4734	7	19	.	.	PUNCT
american_scientific_journal-4734	8	1	1	1	X
american_scientific_journal-4734	8	2	.	.	X
american_scientific_journal-4734	8	3	introduction	introduction	NOUN
american_scientific_journal-4734	8	4	automobile	automobile	NOUN
american_scientific_journal-4734	8	5	stamping	stamp	VERB
american_scientific_journal-4734	8	6	is	be	AUX
american_scientific_journal-4734	8	7	one	one	NUM
american_scientific_journal-4734	8	8	of	of	ADP
american_scientific_journal-4734	8	9	the	the	DET
american_scientific_journal-4734	8	10	most	most	ADV
american_scientific_journal-4734	8	11	important	important	ADJ
american_scientific_journal-4734	8	12	components	component	NOUN
american_scientific_journal-4734	8	13	of	of	ADP
american_scientific_journal-4734	8	14	automobile	automobile	NOUN
american_scientific_journal-4734	8	15	,	,	PUNCT
american_scientific_journal-4734	8	16	which	which	PRON
american_scientific_journal-4734	8	17	directly	directly	ADV
american_scientific_journal-4734	8	18	reflects	reflect	VERB
american_scientific_journal-4734	8	19	the	the	DET
american_scientific_journal-4734	8	20	overall	overall	ADJ
american_scientific_journal-4734	8	21	quality	quality	NOUN
american_scientific_journal-4734	8	22	and	and	CCONJ
american_scientific_journal-4734	8	23	aesthetics	aesthetic	NOUN
american_scientific_journal-4734	8	24	of	of	ADP
american_scientific_journal-4734	8	25	automobile	automobile	NOUN
american_scientific_journal-4734	8	26	.	.	PUNCT
american_scientific_journal-4734	9	1	as	as	SCONJ
american_scientific_journal-4734	9	2	the	the	DET
american_scientific_journal-4734	9	3	most	most	ADV
american_scientific_journal-4734	9	4	common	common	ADJ
american_scientific_journal-4734	9	5	defects	defect	NOUN
american_scientific_journal-4734	9	6	of	of	ADP
american_scientific_journal-4734	9	7	body	body	NOUN
american_scientific_journal-4734	9	8	parts	part	NOUN
american_scientific_journal-4734	9	9	,	,	PUNCT
american_scientific_journal-4734	9	10	scratches	scratch	NOUN
american_scientific_journal-4734	9	11	and	and	CCONJ
american_scientific_journal-4734	9	12	rust	rust	NOUN
american_scientific_journal-4734	9	13	are	be	AUX
american_scientific_journal-4734	9	14	important	important	ADJ
american_scientific_journal-4734	9	15	factors	factor	NOUN
american_scientific_journal-4734	9	16	affecting	affect	VERB
american_scientific_journal-4734	9	17	the	the	DET
american_scientific_journal-4734	9	18	quality	quality	NOUN
american_scientific_journal-4734	9	19	of	of	ADP
american_scientific_journal-4734	9	20	body	body	NOUN
american_scientific_journal-4734	9	21	parts	part	NOUN
american_scientific_journal-4734	9	22	.	.	PUNCT
american_scientific_journal-4734	10	1	if	if	SCONJ
american_scientific_journal-4734	10	2	these	these	DET
american_scientific_journal-4734	10	3	defects	defect	NOUN
american_scientific_journal-4734	10	4	are	be	AUX
american_scientific_journal-4734	10	5	not	not	PART
american_scientific_journal-4734	10	6	accurately	accurately	ADV
american_scientific_journal-4734	10	7	detected	detect	VERB
american_scientific_journal-4734	10	8	,	,	PUNCT
american_scientific_journal-4734	10	9	it	it	PRON
american_scientific_journal-4734	10	10	will	will	AUX
american_scientific_journal-4734	10	11	have	have	VERB
american_scientific_journal-4734	10	12	a	a	DET
american_scientific_journal-4734	10	13	great	great	ADJ
american_scientific_journal-4734	10	14	impact	impact	NOUN
american_scientific_journal-4734	10	15	on	on	ADP
american_scientific_journal-4734	10	16	the	the	DET
american_scientific_journal-4734	10	17	subsequent	subsequent	ADJ
american_scientific_journal-4734	10	18	process	process	NOUN
american_scientific_journal-4734	10	19	.	.	PUNCT
american_scientific_journal-4734	11	1	therefore	therefore	ADV
american_scientific_journal-4734	11	2	,	,	PUNCT
american_scientific_journal-4734	11	3	it	it	PRON
american_scientific_journal-4734	11	4	is	be	AUX
american_scientific_journal-4734	11	5	of	of	ADP
american_scientific_journal-4734	11	6	great	great	ADJ
american_scientific_journal-4734	11	7	significance	significance	NOUN
american_scientific_journal-4734	11	8	to	to	PART
american_scientific_journal-4734	11	9	detect	detect	VERB
american_scientific_journal-4734	11	10	and	and	CCONJ
american_scientific_journal-4734	11	11	process	process	VERB
american_scientific_journal-4734	11	12	the	the	DET
american_scientific_journal-4734	11	13	surface	surface	NOUN
american_scientific_journal-4734	11	14	defects	defect	NOUN
american_scientific_journal-4734	11	15	of	of	ADP
american_scientific_journal-4734	11	16	automobile	automobile	NOUN
american_scientific_journal-4734	11	17	body	body	NOUN
american_scientific_journal-4734	11	18	parts	part	NOUN
american_scientific_journal-4734	11	19	timely	timely	ADJ
american_scientific_journal-4734	11	20	and	and	CCONJ
american_scientific_journal-4734	11	21	accurately	accurately	ADV
american_scientific_journal-4734	11	22	.	.	PUNCT
american_scientific_journal-4734	12	1	surface	surface	NOUN
american_scientific_journal-4734	12	2	defect	defect	NOUN
american_scientific_journal-4734	12	3	detection	detection	NOUN
american_scientific_journal-4734	12	4	refers	refer	VERB
american_scientific_journal-4734	12	5	to	to	ADP
american_scientific_journal-4734	12	6	the	the	DET
american_scientific_journal-4734	12	7	detection	detection	NOUN
american_scientific_journal-4734	12	8	of	of	ADP
american_scientific_journal-4734	12	9	defects	defect	NOUN
american_scientific_journal-4734	12	10	on	on	ADP
american_scientific_journal-4734	12	11	the	the	DET
american_scientific_journal-4734	12	12	surface	surface	NOUN
american_scientific_journal-4734	12	13	of	of	ADP
american_scientific_journal-4734	12	14	the	the	DET
american_scientific_journal-4734	12	15	workpiece	workpiece	NOUN
american_scientific_journal-4734	12	16	under	under	ADP
american_scientific_journal-4734	12	17	test	test	NOUN
american_scientific_journal-4734	12	18	by	by	ADP
american_scientific_journal-4734	12	19	using	use	VERB
american_scientific_journal-4734	12	20	thermal	thermal	ADJ
american_scientific_journal-4734	12	21	,	,	PUNCT
american_scientific_journal-4734	12	22	acoustic	acoustic	ADJ
american_scientific_journal-4734	12	23	,	,	PUNCT
american_scientific_journal-4734	12	24	optical	optical	ADJ
american_scientific_journal-4734	12	25	,	,	PUNCT
american_scientific_journal-4734	12	26	electrical	electrical	ADJ
american_scientific_journal-4734	12	27	,	,	PUNCT
american_scientific_journal-4734	12	28	magnetic	magnetic	ADJ
american_scientific_journal-4734	12	29	and	and	CCONJ
american_scientific_journal-4734	12	30	other	other	ADJ
american_scientific_journal-4734	12	31	characteristics	characteristic	NOUN
american_scientific_journal-4734	12	32	without	without	ADP
american_scientific_journal-4734	12	33	affecting	affect	VERB
american_scientific_journal-4734	12	34	the	the	DET
american_scientific_journal-4734	12	35	working	work	VERB
american_scientific_journal-4734	12	36	performance	performance	NOUN
american_scientific_journal-4734	12	37	of	of	ADP
american_scientific_journal-4734	12	38	the	the	DET
american_scientific_journal-4734	12	39	workpiece	workpiece	NOUN
american_scientific_journal-4734	12	40	or	or	CCONJ
american_scientific_journal-4734	12	41	material	material	NOUN
american_scientific_journal-4734	12	42	under	under	ADP
american_scientific_journal-4734	12	43	test	test	NOUN
american_scientific_journal-4734	12	44	.	.	PUNCT
american_scientific_journal-4734	13	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-4734	14	1	*	*	PUNCT
american_scientific_journal-4734	14	2	corresponding	correspond	VERB
american_scientific_journal-4734	14	3	author	author	NOUN
american_scientific_journal-4734	14	4	.	.	PUNCT
american_scientific_journal-4734	15	1	http://asrjetsjournal.org/	http://asrjetsjournal.org/	PROPN
american_scientific_journal-4734	15	2	american	american	PROPN
american_scientific_journal-4734	15	3	scientific	scientific	PROPN
american_scientific_journal-4734	15	4	research	research	NOUN
american_scientific_journal-4734	15	5	journal	journal	NOUN
american_scientific_journal-4734	15	6	for	for	ADP
american_scientific_journal-4734	15	7	engineering	engineering	NOUN
american_scientific_journal-4734	15	8	,	,	PUNCT
american_scientific_journal-4734	15	9	technology	technology	NOUN
american_scientific_journal-4734	15	10	,	,	PUNCT
american_scientific_journal-4734	15	11	and	and	CCONJ
american_scientific_journal-4734	15	12	sciences	science	NOUN
american_scientific_journal-4734	15	13	(	(	PUNCT
american_scientific_journal-4734	15	14	asrjets	asrjet	NOUN
american_scientific_journal-4734	15	15	)	)	PUNCT
american_scientific_journal-4734	15	16	(	(	PUNCT
american_scientific_journal-4734	15	17	2019	2019	NUM
american_scientific_journal-4734	15	18	)	)	PUNCT
american_scientific_journal-4734	15	19	volume	volume	NOUN
american_scientific_journal-4734	15	20	53	53	NUM
american_scientific_journal-4734	15	21	,	,	PUNCT
american_scientific_journal-4734	15	22	no	no	DET
american_scientific_journal-4734	15	23	1	1	NUM
american_scientific_journal-4734	15	24	,	,	PUNCT
american_scientific_journal-4734	15	25	pp	pp	ADV
american_scientific_journal-4734	15	26	128	128	NUM
american_scientific_journal-4734	15	27	-	-	SYM
american_scientific_journal-4734	15	28	144	144	NUM
american_scientific_journal-4734	15	29	129	129	NUM
american_scientific_journal-4734	15	30	the	the	DET
american_scientific_journal-4734	15	31	defect	defect	NOUN
american_scientific_journal-4734	15	32	detection	detection	NOUN
american_scientific_journal-4734	15	33	method	method	NOUN
american_scientific_journal-4734	15	34	has	have	AUX
american_scientific_journal-4734	15	35	gone	go	VERB
american_scientific_journal-4734	15	36	through	through	ADP
american_scientific_journal-4734	15	37	the	the	DET
american_scientific_journal-4734	15	38	stages	stage	NOUN
american_scientific_journal-4734	15	39	of	of	ADP
american_scientific_journal-4734	15	40	combining	combine	VERB
american_scientific_journal-4734	15	41	manual	manual	ADJ
american_scientific_journal-4734	15	42	visual	visual	ADJ
american_scientific_journal-4734	15	43	inspection	inspection	NOUN
american_scientific_journal-4734	15	44	with	with	ADP
american_scientific_journal-4734	15	45	later	later	ADV
american_scientific_journal-4734	15	46	sampling	sample	VERB
american_scientific_journal-4734	15	47	inspection	inspection	NOUN
american_scientific_journal-4734	15	48	,	,	PUNCT
american_scientific_journal-4734	15	49	single	single	ADJ
american_scientific_journal-4734	15	50	electromechanical	electromechanical	ADJ
american_scientific_journal-4734	15	51	or	or	CCONJ
american_scientific_journal-4734	15	52	optical	optical	ADJ
american_scientific_journal-4734	15	53	technology	technology	NOUN
american_scientific_journal-4734	15	54	,	,	PUNCT
american_scientific_journal-4734	15	55	and	and	CCONJ
american_scientific_journal-4734	15	56	integrated	integrate	VERB
american_scientific_journal-4734	15	57	photoelectric	photoelectric	ADJ
american_scientific_journal-4734	15	58	machine	machine	NOUN
american_scientific_journal-4734	15	59	vision	vision	NOUN
american_scientific_journal-4734	15	60	detection[1	detection[1	PROPN
american_scientific_journal-4734	15	61	]	]	X
american_scientific_journal-4734	15	62	.	.	PUNCT
american_scientific_journal-4734	16	1	the	the	DET
american_scientific_journal-4734	16	2	combination	combination	NOUN
american_scientific_journal-4734	16	3	of	of	ADP
american_scientific_journal-4734	16	4	manual	manual	ADJ
american_scientific_journal-4734	16	5	visual	visual	ADJ
american_scientific_journal-4734	16	6	inspection	inspection	NOUN
american_scientific_journal-4734	16	7	and	and	CCONJ
american_scientific_journal-4734	16	8	later	later	ADV
american_scientific_journal-4734	16	9	sampling	sample	VERB
american_scientific_journal-4734	16	10	inspection	inspection	NOUN
american_scientific_journal-4734	16	11	requires	require	VERB
american_scientific_journal-4734	16	12	low	low	ADJ
american_scientific_journal-4734	16	13	cost	cost	NOUN
american_scientific_journal-4734	16	14	and	and	CCONJ
american_scientific_journal-4734	16	15	no	no	DET
american_scientific_journal-4734	16	16	special	special	ADJ
american_scientific_journal-4734	16	17	equipment	equipment	NOUN
american_scientific_journal-4734	16	18	is	be	AUX
american_scientific_journal-4734	16	19	needed	need	VERB
american_scientific_journal-4734	16	20	.	.	PUNCT
american_scientific_journal-4734	17	1	however	however	ADV
american_scientific_journal-4734	17	2	,	,	PUNCT
american_scientific_journal-4734	17	3	this	this	DET
american_scientific_journal-4734	17	4	method	method	NOUN
american_scientific_journal-4734	17	5	has	have	VERB
american_scientific_journal-4734	17	6	many	many	ADJ
american_scientific_journal-4734	17	7	disadvantages	disadvantage	NOUN
american_scientific_journal-4734	17	8	,	,	PUNCT
american_scientific_journal-4734	17	9	such	such	ADJ
american_scientific_journal-4734	17	10	as	as	ADP
american_scientific_journal-4734	17	11	high	high	ADJ
american_scientific_journal-4734	17	12	rate	rate	NOUN
american_scientific_journal-4734	17	13	of	of	ADP
american_scientific_journal-4734	17	14	omission	omission	NOUN
american_scientific_journal-4734	17	15	,	,	PUNCT
american_scientific_journal-4734	17	16	low	low	ADJ
american_scientific_journal-4734	17	17	detection	detection	NOUN
american_scientific_journal-4734	17	18	efficiency	efficiency	NOUN
american_scientific_journal-4734	17	19	and	and	CCONJ
american_scientific_journal-4734	17	20	high	high	ADJ
american_scientific_journal-4734	17	21	labor	labor	NOUN
american_scientific_journal-4734	17	22	cost	cost	NOUN
american_scientific_journal-4734	17	23	.	.	PUNCT
american_scientific_journal-4734	18	1	with	with	ADP
american_scientific_journal-4734	18	2	the	the	DET
american_scientific_journal-4734	18	3	development	development	NOUN
american_scientific_journal-4734	18	4	of	of	ADP
american_scientific_journal-4734	18	5	science	science	NOUN
american_scientific_journal-4734	18	6	and	and	CCONJ
american_scientific_journal-4734	18	7	technology	technology	NOUN
american_scientific_journal-4734	18	8	,	,	PUNCT
american_scientific_journal-4734	18	9	surface	surface	NOUN
american_scientific_journal-4734	18	10	defect	defect	NOUN
american_scientific_journal-4734	18	11	detection	detection	NOUN
american_scientific_journal-4734	18	12	technology	technology	NOUN
american_scientific_journal-4734	18	13	has	have	AUX
american_scientific_journal-4734	18	14	entered	enter	VERB
american_scientific_journal-4734	18	15	into	into	ADP
american_scientific_journal-4734	18	16	a	a	DET
american_scientific_journal-4734	18	17	single	single	ADJ
american_scientific_journal-4734	18	18	electromechanical	electromechanical	ADJ
american_scientific_journal-4734	18	19	or	or	CCONJ
american_scientific_journal-4734	18	20	optical	optical	ADJ
american_scientific_journal-4734	18	21	technology	technology	NOUN
american_scientific_journal-4734	18	22	detection	detection	NOUN
american_scientific_journal-4734	18	23	stage	stage	NOUN
american_scientific_journal-4734	18	24	.	.	PUNCT
american_scientific_journal-4734	19	1	these	these	DET
american_scientific_journal-4734	19	2	techniques	technique	NOUN
american_scientific_journal-4734	19	3	can	can	AUX
american_scientific_journal-4734	19	4	be	be	AUX
american_scientific_journal-4734	19	5	called	call	VERB
american_scientific_journal-4734	19	6	nondestructive	nondestructive	ADJ
american_scientific_journal-4734	19	7	testing	testing	NOUN
american_scientific_journal-4734	19	8	techniques	technique	NOUN
american_scientific_journal-4734	19	9	.	.	PUNCT
american_scientific_journal-4734	20	1	at	at	ADP
american_scientific_journal-4734	20	2	present	present	ADJ
american_scientific_journal-4734	20	3	,	,	PUNCT
american_scientific_journal-4734	20	4	the	the	DET
american_scientific_journal-4734	20	5	most	most	ADV
american_scientific_journal-4734	20	6	widely	widely	ADV
american_scientific_journal-4734	20	7	used	use	VERB
american_scientific_journal-4734	20	8	nondestructive	nondestructive	ADJ
american_scientific_journal-4734	20	9	testing	testing	NOUN
american_scientific_journal-4734	20	10	technologies	technology	NOUN
american_scientific_journal-4734	20	11	include	include	VERB
american_scientific_journal-4734	20	12	magnetic	magnetic	ADJ
american_scientific_journal-4734	20	13	particle	particle	NOUN
american_scientific_journal-4734	20	14	testing	testing	NOUN
american_scientific_journal-4734	20	15	,	,	PUNCT
american_scientific_journal-4734	20	16	eddy	eddy	PROPN
american_scientific_journal-4734	20	17	current	current	ADJ
american_scientific_journal-4734	20	18	testing	testing	NOUN
american_scientific_journal-4734	20	19	,	,	PUNCT
american_scientific_journal-4734	20	20	penetration	penetration	NOUN
american_scientific_journal-4734	20	21	testing	testing	NOUN
american_scientific_journal-4734	20	22	,	,	PUNCT
american_scientific_journal-4734	20	23	ultrasonic	ultrasonic	ADJ
american_scientific_journal-4734	20	24	testing	testing	NOUN
american_scientific_journal-4734	20	25	and	and	CCONJ
american_scientific_journal-4734	20	26	machine	machine	NOUN
american_scientific_journal-4734	20	27	vision	vision	NOUN
american_scientific_journal-4734	20	28	testing	testing	NOUN
american_scientific_journal-4734	20	29	.	.	PUNCT
american_scientific_journal-4734	21	1	with	with	ADP
american_scientific_journal-4734	21	2	the	the	DET
american_scientific_journal-4734	21	3	rapid	rapid	ADJ
american_scientific_journal-4734	21	4	development	development	NOUN
american_scientific_journal-4734	21	5	of	of	ADP
american_scientific_journal-4734	21	6	machine	machine	NOUN
american_scientific_journal-4734	21	7	vision	vision	NOUN
american_scientific_journal-4734	21	8	technology	technology	NOUN
american_scientific_journal-4734	21	9	,	,	PUNCT
american_scientific_journal-4734	21	10	integrated	integrate	VERB
american_scientific_journal-4734	21	11	photoelectric	photoelectric	ADJ
american_scientific_journal-4734	21	12	detection	detection	NOUN
american_scientific_journal-4734	21	13	technology	technology	NOUN
american_scientific_journal-4734	21	14	has	have	AUX
american_scientific_journal-4734	21	15	been	be	AUX
american_scientific_journal-4734	21	16	applied	apply	VERB
american_scientific_journal-4734	21	17	in	in	ADP
american_scientific_journal-4734	21	18	various	various	ADJ
american_scientific_journal-4734	21	19	aspects	aspect	NOUN
american_scientific_journal-4734	21	20	of	of	ADP
american_scientific_journal-4734	21	21	industrial	industrial	ADJ
american_scientific_journal-4734	21	22	production	production	NOUN
american_scientific_journal-4734	21	23	,	,	PUNCT
american_scientific_journal-4734	21	24	such	such	ADJ
american_scientific_journal-4734	21	25	as	as	ADP
american_scientific_journal-4734	21	26	machinery	machinery	NOUN
american_scientific_journal-4734	21	27	,	,	PUNCT
american_scientific_journal-4734	21	28	electronics	electronic	NOUN
american_scientific_journal-4734	21	29	,	,	PUNCT
american_scientific_journal-4734	21	30	printing	printing	NOUN
american_scientific_journal-4734	21	31	,	,	PUNCT
american_scientific_journal-4734	21	32	textile	textile	NOUN
american_scientific_journal-4734	21	33	and	and	CCONJ
american_scientific_journal-4734	21	34	other	other	ADJ
american_scientific_journal-4734	21	35	industries	industry	NOUN
american_scientific_journal-4734	21	36	.	.	PUNCT
american_scientific_journal-4734	22	1	machine	machine	NOUN
american_scientific_journal-4734	22	2	vision	vision	PROPN
american_scientific_journal-4734	22	3	detection	detection	NOUN
american_scientific_journal-4734	22	4	is	be	AUX
american_scientific_journal-4734	22	5	a	a	DET
american_scientific_journal-4734	22	6	typical	typical	ADJ
american_scientific_journal-4734	22	7	representative	representative	NOUN
american_scientific_journal-4734	22	8	of	of	ADP
american_scientific_journal-4734	22	9	the	the	DET
american_scientific_journal-4734	22	10	photoelectric	photoelectric	ADJ
american_scientific_journal-4734	22	11	integration	integration	NOUN
american_scientific_journal-4734	22	12	detection	detection	NOUN
american_scientific_journal-4734	22	13	stage	stage	NOUN
american_scientific_journal-4734	22	14	.	.	PUNCT
american_scientific_journal-4734	23	1	machine	machine	NOUN
american_scientific_journal-4734	23	2	vision	vision	PROPN
american_scientific_journal-4734	23	3	detection	detection	NOUN
american_scientific_journal-4734	23	4	technology	technology	NOUN
american_scientific_journal-4734	23	5	is	be	AUX
american_scientific_journal-4734	23	6	to	to	PART
american_scientific_journal-4734	23	7	obtain	obtain	VERB
american_scientific_journal-4734	23	8	the	the	DET
american_scientific_journal-4734	23	9	surface	surface	NOUN
american_scientific_journal-4734	23	10	image	image	NOUN
american_scientific_journal-4734	23	11	of	of	ADP
american_scientific_journal-4734	23	12	the	the	DET
american_scientific_journal-4734	23	13	workpiece	workpiece	NOUN
american_scientific_journal-4734	23	14	by	by	ADP
american_scientific_journal-4734	23	15	using	use	VERB
american_scientific_journal-4734	23	16	the	the	DET
american_scientific_journal-4734	23	17	camera	camera	NOUN
american_scientific_journal-4734	23	18	instead	instead	ADV
american_scientific_journal-4734	23	19	of	of	ADP
american_scientific_journal-4734	23	20	human	human	ADJ
american_scientific_journal-4734	23	21	eyes	eye	NOUN
american_scientific_journal-4734	23	22	,	,	PUNCT
american_scientific_journal-4734	23	23	and	and	CCONJ
american_scientific_journal-4734	23	24	then	then	ADV
american_scientific_journal-4734	23	25	judge	judge	VERB
american_scientific_journal-4734	23	26	whether	whether	SCONJ
american_scientific_journal-4734	23	27	there	there	PRON
american_scientific_journal-4734	23	28	are	be	VERB
american_scientific_journal-4734	23	29	defects	defect	NOUN
american_scientific_journal-4734	23	30	on	on	ADP
american_scientific_journal-4734	23	31	the	the	DET
american_scientific_journal-4734	23	32	surface	surface	NOUN
american_scientific_journal-4734	23	33	of	of	ADP
american_scientific_journal-4734	23	34	the	the	DET
american_scientific_journal-4734	23	35	workpiece	workpiece	NOUN
american_scientific_journal-4734	23	36	by	by	ADP
american_scientific_journal-4734	23	37	processing	process	VERB
american_scientific_journal-4734	23	38	the	the	DET
american_scientific_journal-4734	23	39	image	image	NOUN
american_scientific_journal-4734	23	40	through	through	ADP
american_scientific_journal-4734	23	41	the	the	DET
american_scientific_journal-4734	23	42	computer	computer	NOUN
american_scientific_journal-4734	23	43	.	.	PUNCT
american_scientific_journal-4734	24	1	a	a	DET
american_scientific_journal-4734	24	2	complete	complete	ADJ
american_scientific_journal-4734	24	3	set	set	NOUN
american_scientific_journal-4734	24	4	of	of	ADP
american_scientific_journal-4734	24	5	machine	machine	NOUN
american_scientific_journal-4734	24	6	vision	vision	NOUN
american_scientific_journal-4734	24	7	system	system	NOUN
american_scientific_journal-4734	24	8	includes	include	VERB
american_scientific_journal-4734	24	9	:	:	PUNCT
american_scientific_journal-4734	24	10	industrial	industrial	ADJ
american_scientific_journal-4734	24	11	camera	camera	NOUN
american_scientific_journal-4734	24	12	,	,	PUNCT
american_scientific_journal-4734	24	13	light	light	ADJ
american_scientific_journal-4734	24	14	source	source	NOUN
american_scientific_journal-4734	24	15	,	,	PUNCT
american_scientific_journal-4734	24	16	photoelectric	photoelectric	ADJ
american_scientific_journal-4734	24	17	sensor	sensor	NOUN
american_scientific_journal-4734	24	18	,	,	PUNCT
american_scientific_journal-4734	24	19	image	image	NOUN
american_scientific_journal-4734	24	20	acquisition	acquisition	NOUN
american_scientific_journal-4734	24	21	card	card	NOUN
american_scientific_journal-4734	24	22	,	,	PUNCT
american_scientific_journal-4734	24	23	computer	computer	NOUN
american_scientific_journal-4734	24	24	,	,	PUNCT
american_scientific_journal-4734	24	25	etc	etc	X
american_scientific_journal-4734	24	26	.	.	X
american_scientific_journal-4734	25	1	the	the	DET
american_scientific_journal-4734	25	2	image	image	NOUN
american_scientific_journal-4734	25	3	of	of	ADP
american_scientific_journal-4734	25	4	the	the	DET
american_scientific_journal-4734	25	5	detected	detect	VERB
american_scientific_journal-4734	25	6	workpiece	workpiece	NOUN
american_scientific_journal-4734	25	7	is	be	AUX
american_scientific_journal-4734	25	8	collected	collect	VERB
american_scientific_journal-4734	25	9	by	by	ADP
american_scientific_journal-4734	25	10	an	an	DET
american_scientific_journal-4734	25	11	industrial	industrial	ADJ
american_scientific_journal-4734	25	12	camera	camera	NOUN
american_scientific_journal-4734	25	13	and	and	CCONJ
american_scientific_journal-4734	25	14	a	a	DET
american_scientific_journal-4734	25	15	suitable	suitable	ADJ
american_scientific_journal-4734	25	16	lens	lens	NOUN
american_scientific_journal-4734	25	17	for	for	ADP
american_scientific_journal-4734	25	18	the	the	DET
american_scientific_journal-4734	25	19	application	application	NOUN
american_scientific_journal-4734	25	20	.	.	PUNCT
american_scientific_journal-4734	26	1	the	the	DET
american_scientific_journal-4734	26	2	camera	camera	NOUN
american_scientific_journal-4734	26	3	will	will	AUX
american_scientific_journal-4734	26	4	collect	collect	VERB
american_scientific_journal-4734	26	5	the	the	DET
american_scientific_journal-4734	26	6	image	image	NOUN
american_scientific_journal-4734	26	7	through	through	ADP
american_scientific_journal-4734	26	8	the	the	DET
american_scientific_journal-4734	26	9	image	image	NOUN
american_scientific_journal-4734	26	10	acquisition	acquisition	NOUN
american_scientific_journal-4734	26	11	card	card	NOUN
american_scientific_journal-4734	26	12	transfer	transfer	NOUN
american_scientific_journal-4734	26	13	to	to	ADP
american_scientific_journal-4734	26	14	the	the	DET
american_scientific_journal-4734	26	15	computer	computer	NOUN
american_scientific_journal-4734	26	16	memory	memory	NOUN
american_scientific_journal-4734	26	17	.	.	PUNCT
american_scientific_journal-4734	27	1	the	the	DET
american_scientific_journal-4734	27	2	machine	machine	NOUN
american_scientific_journal-4734	27	3	vision	vision	PROPN
american_scientific_journal-4734	27	4	software	software	NOUN
american_scientific_journal-4734	27	5	processes	process	VERB
american_scientific_journal-4734	27	6	the	the	DET
american_scientific_journal-4734	27	7	collected	collect	VERB
american_scientific_journal-4734	27	8	images	image	NOUN
american_scientific_journal-4734	27	9	and	and	CCONJ
american_scientific_journal-4734	27	10	gives	give	VERB
american_scientific_journal-4734	27	11	the	the	DET
american_scientific_journal-4734	27	12	detection	detection	NOUN
american_scientific_journal-4734	27	13	results	result	NOUN
american_scientific_journal-4734	27	14	.	.	PUNCT
american_scientific_journal-4734	28	1	in	in	ADP
american_scientific_journal-4734	28	2	this	this	DET
american_scientific_journal-4734	28	3	paper	paper	NOUN
american_scientific_journal-4734	28	4	,	,	PUNCT
american_scientific_journal-4734	28	5	automotive	automotive	ADJ
american_scientific_journal-4734	28	6	stamping	stamp	VERB
american_scientific_journal-4734	28	7	parts	part	NOUN
american_scientific_journal-4734	28	8	are	be	AUX
american_scientific_journal-4734	28	9	selected	select	VERB
american_scientific_journal-4734	28	10	as	as	ADP
american_scientific_journal-4734	28	11	the	the	DET
american_scientific_journal-4734	28	12	research	research	NOUN
american_scientific_journal-4734	28	13	material	material	NOUN
american_scientific_journal-4734	28	14	to	to	PART
american_scientific_journal-4734	28	15	detect	detect	VERB
american_scientific_journal-4734	28	16	the	the	DET
american_scientific_journal-4734	28	17	surface	surface	NOUN
american_scientific_journal-4734	28	18	defects	defect	NOUN
american_scientific_journal-4734	28	19	.	.	PUNCT
american_scientific_journal-4734	29	1	magnetic	magnetic	ADJ
american_scientific_journal-4734	29	2	particle	particle	NOUN
american_scientific_journal-4734	29	3	testing	testing	NOUN
american_scientific_journal-4734	29	4	technology	technology	NOUN
american_scientific_journal-4734	29	5	,	,	PUNCT
american_scientific_journal-4734	29	6	ultrasonic	ultrasonic	ADJ
american_scientific_journal-4734	29	7	testing	testing	NOUN
american_scientific_journal-4734	29	8	technology	technology	NOUN
american_scientific_journal-4734	29	9	requires	require	VERB
american_scientific_journal-4734	29	10	the	the	DET
american_scientific_journal-4734	29	11	medium	medium	ADJ
american_scientific_journal-4734	29	12	coating	coating	NOUN
american_scientific_journal-4734	29	13	on	on	ADP
american_scientific_journal-4734	29	14	the	the	DET
american_scientific_journal-4734	29	15	material	material	NOUN
american_scientific_journal-4734	29	16	surface	surface	NOUN
american_scientific_journal-4734	29	17	,	,	PUNCT
american_scientific_journal-4734	29	18	causing	cause	VERB
american_scientific_journal-4734	29	19	wear	wear	NOUN
american_scientific_journal-4734	29	20	to	to	ADP
american_scientific_journal-4734	29	21	the	the	DET
american_scientific_journal-4734	29	22	material	material	NOUN
american_scientific_journal-4734	29	23	surface	surface	NOUN
american_scientific_journal-4734	29	24	.	.	PUNCT
american_scientific_journal-4734	30	1	the	the	DET
american_scientific_journal-4734	30	2	surface	surface	NOUN
american_scientific_journal-4734	30	3	wear	wear	NOUN
american_scientific_journal-4734	30	4	of	of	ADP
american_scientific_journal-4734	30	5	the	the	DET
american_scientific_journal-4734	30	6	stamping	stamp	VERB
american_scientific_journal-4734	30	7	parts	part	NOUN
american_scientific_journal-4734	30	8	after	after	SCONJ
american_scientific_journal-4734	30	9	spray	spray	NOUN
american_scientific_journal-4734	30	10	painting	painting	NOUN
american_scientific_journal-4734	30	11	causes	cause	VERB
american_scientific_journal-4734	30	12	diffuse	diffuse	ADJ
american_scientific_journal-4734	30	13	reflection	reflection	NOUN
american_scientific_journal-4734	30	14	of	of	ADP
american_scientific_journal-4734	30	15	light	light	NOUN
american_scientific_journal-4734	30	16	,	,	PUNCT
american_scientific_journal-4734	30	17	which	which	PRON
american_scientific_journal-4734	30	18	makes	make	VERB
american_scientific_journal-4734	30	19	the	the	DET
american_scientific_journal-4734	30	20	wear	wear	NOUN
american_scientific_journal-4734	30	21	visible	visible	ADJ
american_scientific_journal-4734	30	22	.	.	PUNCT
american_scientific_journal-4734	31	1	it	it	PRON
american_scientific_journal-4734	31	2	not	not	PART
american_scientific_journal-4734	31	3	only	only	ADV
american_scientific_journal-4734	31	4	affects	affect	VERB
american_scientific_journal-4734	31	5	the	the	DET
american_scientific_journal-4734	31	6	appearance	appearance	NOUN
american_scientific_journal-4734	31	7	of	of	ADP
american_scientific_journal-4734	31	8	the	the	DET
american_scientific_journal-4734	31	9	stamping	stamp	VERB
american_scientific_journal-4734	31	10	parts	part	NOUN
american_scientific_journal-4734	31	11	,	,	PUNCT
american_scientific_journal-4734	31	12	but	but	CCONJ
american_scientific_journal-4734	31	13	also	also	ADV
american_scientific_journal-4734	31	14	causes	cause	VERB
american_scientific_journal-4734	31	15	high	high	ADJ
american_scientific_journal-4734	31	16	repair	repair	NOUN
american_scientific_journal-4734	31	17	cost	cost	NOUN
american_scientific_journal-4734	31	18	.	.	PUNCT
american_scientific_journal-4734	32	1	eddy	eddy	PROPN
american_scientific_journal-4734	32	2	current	current	ADJ
american_scientific_journal-4734	32	3	detection	detection	NOUN
american_scientific_journal-4734	32	4	technology	technology	NOUN
american_scientific_journal-4734	32	5	is	be	AUX
american_scientific_journal-4734	32	6	not	not	PART
american_scientific_journal-4734	32	7	suitable	suitable	ADJ
american_scientific_journal-4734	32	8	for	for	SCONJ
american_scientific_journal-4734	32	9	industrial	industrial	ADJ
american_scientific_journal-4734	32	10	robots	robot	NOUN
american_scientific_journal-4734	32	11	to	to	PART
american_scientific_journal-4734	32	12	quickly	quickly	ADV
american_scientific_journal-4734	32	13	detect	detect	VERB
american_scientific_journal-4734	32	14	defects	defect	NOUN
american_scientific_journal-4734	32	15	due	due	ADJ
american_scientific_journal-4734	32	16	to	to	ADP
american_scientific_journal-4734	32	17	its	its	PRON
american_scientific_journal-4734	32	18	difficulty	difficulty	NOUN
american_scientific_journal-4734	32	19	in	in	ADP
american_scientific_journal-4734	32	20	implementation	implementation	NOUN
american_scientific_journal-4734	32	21	.	.	PUNCT
american_scientific_journal-4734	33	1	machine	machine	NOUN
american_scientific_journal-4734	33	2	vision	vision	PROPN
american_scientific_journal-4734	33	3	detection	detection	NOUN
american_scientific_journal-4734	33	4	technology	technology	NOUN
american_scientific_journal-4734	33	5	has	have	VERB
american_scientific_journal-4734	33	6	the	the	DET
american_scientific_journal-4734	33	7	advantages	advantage	NOUN
american_scientific_journal-4734	33	8	of	of	ADP
american_scientific_journal-4734	33	9	simple	simple	ADJ
american_scientific_journal-4734	33	10	structure	structure	NOUN
american_scientific_journal-4734	33	11	,	,	PUNCT
american_scientific_journal-4734	33	12	high	high	ADJ
american_scientific_journal-4734	33	13	sensitivity	sensitivity	NOUN
american_scientific_journal-4734	33	14	and	and	CCONJ
american_scientific_journal-4734	33	15	fast	fast	ADJ
american_scientific_journal-4734	33	16	detection	detection	NOUN
american_scientific_journal-4734	33	17	speed	speed	NOUN
american_scientific_journal-4734	33	18	,	,	PUNCT
american_scientific_journal-4734	33	19	so	so	SCONJ
american_scientific_journal-4734	33	20	this	this	DET
american_scientific_journal-4734	33	21	paper	paper	NOUN
american_scientific_journal-4734	33	22	adopts	adopt	VERB
american_scientific_journal-4734	33	23	this	this	DET
american_scientific_journal-4734	33	24	detection	detection	NOUN
american_scientific_journal-4734	33	25	technology	technology	NOUN
american_scientific_journal-4734	33	26	for	for	ADP
american_scientific_journal-4734	33	27	relevant	relevant	ADJ
american_scientific_journal-4734	33	28	research	research	NOUN
american_scientific_journal-4734	33	29	.	.	PUNCT
american_scientific_journal-4734	34	1	although	although	SCONJ
american_scientific_journal-4734	34	2	the	the	DET
american_scientific_journal-4734	34	3	surface	surface	NOUN
american_scientific_journal-4734	34	4	defect	defect	NOUN
american_scientific_journal-4734	34	5	detection	detection	NOUN
american_scientific_journal-4734	34	6	technology	technology	NOUN
american_scientific_journal-4734	34	7	based	base	VERB
american_scientific_journal-4734	34	8	on	on	ADP
american_scientific_journal-4734	34	9	machine	machine	NOUN
american_scientific_journal-4734	34	10	vision	vision	NOUN
american_scientific_journal-4734	34	11	has	have	VERB
american_scientific_journal-4734	34	12	many	many	ADJ
american_scientific_journal-4734	34	13	advantages	advantage	NOUN
american_scientific_journal-4734	34	14	,	,	PUNCT
american_scientific_journal-4734	34	15	has	have	AUX
american_scientific_journal-4734	34	16	obtained	obtain	VERB
american_scientific_journal-4734	34	17	many	many	ADJ
american_scientific_journal-4734	34	18	new	new	ADJ
american_scientific_journal-4734	34	19	achievements	achievement	NOUN
american_scientific_journal-4734	34	20	in	in	ADP
american_scientific_journal-4734	34	21	theoretical	theoretical	ADJ
american_scientific_journal-4734	34	22	research	research	NOUN
american_scientific_journal-4734	34	23	,	,	PUNCT
american_scientific_journal-4734	34	24	has	have	AUX
american_scientific_journal-4734	34	25	been	be	AUX
american_scientific_journal-4734	34	26	widely	widely	ADV
american_scientific_journal-4734	34	27	applied	apply	VERB
american_scientific_journal-4734	34	28	in	in	ADP
american_scientific_journal-4734	34	29	industrial	industrial	ADJ
american_scientific_journal-4734	34	30	practice	practice	NOUN
american_scientific_journal-4734	34	31	and	and	CCONJ
american_scientific_journal-4734	34	32	achieved	achieve	VERB
american_scientific_journal-4734	34	33	remarkable	remarkable	ADJ
american_scientific_journal-4734	34	34	detection	detection	NOUN
american_scientific_journal-4734	34	35	effect	effect	NOUN
american_scientific_journal-4734	34	36	,	,	PUNCT
american_scientific_journal-4734	34	37	there	there	PRON
american_scientific_journal-4734	34	38	are	be	VERB
american_scientific_journal-4734	34	39	still	still	ADV
american_scientific_journal-4734	34	40	many	many	ADJ
american_scientific_journal-4734	34	41	problems	problem	NOUN
american_scientific_journal-4734	34	42	and	and	CCONJ
american_scientific_journal-4734	34	43	difficulties	difficulty	NOUN
american_scientific_journal-4734	34	44	:	:	PUNCT
american_scientific_journal-4734	34	45	the	the	DET
american_scientific_journal-4734	34	46	surface	surface	NOUN
american_scientific_journal-4734	34	47	defect	defect	NOUN
american_scientific_journal-4734	34	48	detection	detection	NOUN
american_scientific_journal-4734	34	49	technology	technology	NOUN
american_scientific_journal-4734	34	50	based	base	VERB
american_scientific_journal-4734	34	51	on	on	ADP
american_scientific_journal-4734	34	52	machine	machine	NOUN
american_scientific_journal-4734	34	53	vision	vision	NOUN
american_scientific_journal-4734	34	54	is	be	AUX
american_scientific_journal-4734	34	55	susceptible	susceptible	ADJ
american_scientific_journal-4734	34	56	to	to	ADP
american_scientific_journal-4734	34	57	light	light	NOUN
american_scientific_journal-4734	34	58	,	,	PUNCT
american_scientific_journal-4734	34	59	noise	noise	NOUN
american_scientific_journal-4734	34	60	and	and	CCONJ
american_scientific_journal-4734	34	61	other	other	ADJ
american_scientific_journal-4734	34	62	factors	factor	NOUN
american_scientific_journal-4734	34	63	in	in	ADP
american_scientific_journal-4734	34	64	the	the	DET
american_scientific_journal-4734	34	65	field	field	NOUN
american_scientific_journal-4734	34	66	environment	environment	NOUN
american_scientific_journal-4734	34	67	.	.	PUNCT
american_scientific_journal-4734	35	1	the	the	DET
american_scientific_journal-4734	35	2	changes	change	NOUN
american_scientific_journal-4734	35	3	of	of	ADP
american_scientific_journal-4734	35	4	these	these	DET
american_scientific_journal-4734	35	5	factors	factor	NOUN
american_scientific_journal-4734	35	6	bring	bring	VERB
american_scientific_journal-4734	35	7	great	great	ADJ
american_scientific_journal-4734	35	8	difficulties	difficulty	NOUN
american_scientific_journal-4734	35	9	to	to	ADP
american_scientific_journal-4734	35	10	the	the	DET
american_scientific_journal-4734	35	11	defect	defect	NOUN
american_scientific_journal-4734	35	12	detection	detection	NOUN
american_scientific_journal-4734	35	13	algorithm	algorithm	NOUN
american_scientific_journal-4734	35	14	,	,	PUNCT
american_scientific_journal-4734	35	15	so	so	ADV
american_scientific_journal-4734	35	16	how	how	SCONJ
american_scientific_journal-4734	35	17	to	to	PART
american_scientific_journal-4734	35	18	build	build	VERB
american_scientific_journal-4734	35	19	a	a	DET
american_scientific_journal-4734	35	20	stable	stable	ADJ
american_scientific_journal-4734	35	21	defect	defect	NOUN
american_scientific_journal-4734	35	22	detection	detection	NOUN
american_scientific_journal-4734	35	23	system	system	NOUN
american_scientific_journal-4734	35	24	to	to	PART
american_scientific_journal-4734	35	25	weaken	weaken	VERB
american_scientific_journal-4734	35	26	the	the	DET
american_scientific_journal-4734	35	27	interference	interference	NOUN
american_scientific_journal-4734	35	28	caused	cause	VERB
american_scientific_journal-4734	35	29	by	by	ADP
american_scientific_journal-4734	35	30	environmental	environmental	ADJ
american_scientific_journal-4734	35	31	factors	factor	NOUN
american_scientific_journal-4734	35	32	has	have	AUX
american_scientific_journal-4734	35	33	become	become	VERB
american_scientific_journal-4734	35	34	the	the	DET
american_scientific_journal-4734	35	35	primary	primary	ADJ
american_scientific_journal-4734	35	36	problem	problem	NOUN
american_scientific_journal-4734	35	37	to	to	PART
american_scientific_journal-4734	35	38	be	be	AUX
american_scientific_journal-4734	35	39	solved	solve	VERB
american_scientific_journal-4734	35	40	.	.	PUNCT
american_scientific_journal-4734	36	1	there	there	PRON
american_scientific_journal-4734	36	2	are	be	VERB
american_scientific_journal-4734	36	3	many	many	ADJ
american_scientific_journal-4734	36	4	types	type	NOUN
american_scientific_journal-4734	36	5	and	and	CCONJ
american_scientific_journal-4734	36	6	shapes	shape	NOUN
american_scientific_journal-4734	36	7	of	of	ADP
american_scientific_journal-4734	36	8	surface	surface	NOUN
american_scientific_journal-4734	36	9	defects	defect	NOUN
american_scientific_journal-4734	36	10	of	of	ADP
american_scientific_journal-4734	36	11	automobile	automobile	NOUN
american_scientific_journal-4734	36	12	stamping	stamp	VERB
american_scientific_journal-4734	36	13	parts	part	NOUN
american_scientific_journal-4734	36	14	,	,	PUNCT
american_scientific_journal-4734	36	15	and	and	CCONJ
american_scientific_journal-4734	36	16	the	the	DET
american_scientific_journal-4734	36	17	image	image	NOUN
american_scientific_journal-4734	36	18	background	background	NOUN
american_scientific_journal-4734	36	19	acquired	acquire	VERB
american_scientific_journal-4734	36	20	by	by	ADP
american_scientific_journal-4734	36	21	the	the	DET
american_scientific_journal-4734	36	22	visual	visual	ADJ
american_scientific_journal-4734	36	23	defect	defect	NOUN
american_scientific_journal-4734	36	24	detection	detection	NOUN
american_scientific_journal-4734	36	25	system	system	NOUN
american_scientific_journal-4734	36	26	is	be	AUX
american_scientific_journal-4734	36	27	complex	complex	ADJ
american_scientific_journal-4734	36	28	.	.	PUNCT
american_scientific_journal-4734	37	1	these	these	DET
american_scientific_journal-4734	37	2	factors	factor	NOUN
american_scientific_journal-4734	37	3	make	make	VERB
american_scientific_journal-4734	37	4	it	it	PRON
american_scientific_journal-4734	37	5	difficult	difficult	ADJ
american_scientific_journal-4734	37	6	to	to	PART
american_scientific_journal-4734	37	7	define	define	VERB
american_scientific_journal-4734	37	8	the	the	DET
american_scientific_journal-4734	37	9	image	image	NOUN
american_scientific_journal-4734	37	10	features	feature	NOUN
american_scientific_journal-4734	37	11	of	of	ADP
american_scientific_journal-4734	37	12	defects	defect	NOUN
american_scientific_journal-4734	37	13	,	,	PUNCT
american_scientific_journal-4734	37	14	which	which	PRON
american_scientific_journal-4734	37	15	bring	bring	VERB
american_scientific_journal-4734	37	16	great	great	ADJ
american_scientific_journal-4734	37	17	difficulty	difficulty	NOUN
american_scientific_journal-4734	37	18	to	to	PART
american_scientific_journal-4734	37	19	defect	defect	VERB
american_scientific_journal-4734	37	20	extraction	extraction	NOUN
american_scientific_journal-4734	37	21	and	and	CCONJ
american_scientific_journal-4734	37	22	leads	lead	VERB
american_scientific_journal-4734	37	23	to	to	ADP
american_scientific_journal-4734	37	24	low	low	ADJ
american_scientific_journal-4734	37	25	defect	defect	NOUN
american_scientific_journal-4734	37	26	recognition	recognition	NOUN
american_scientific_journal-4734	37	27	rate	rate	NOUN
american_scientific_journal-4734	37	28	.	.	PUNCT
american_scientific_journal-4734	38	1	in	in	ADP
american_scientific_journal-4734	38	2	industrial	industrial	ADJ
american_scientific_journal-4734	38	3	processing	processing	NOUN
american_scientific_journal-4734	38	4	sites	site	NOUN
american_scientific_journal-4734	38	5	,	,	PUNCT
american_scientific_journal-4734	38	6	defect	defect	ADJ
american_scientific_journal-4734	38	7	detection	detection	NOUN
american_scientific_journal-4734	38	8	is	be	AUX
american_scientific_journal-4734	38	9	often	often	ADV
american_scientific_journal-4734	38	10	carried	carry	VERB
american_scientific_journal-4734	38	11	out	out	ADP
american_scientific_journal-4734	38	12	by	by	ADP
american_scientific_journal-4734	38	13	online	online	ADJ
american_scientific_journal-4734	38	14	detection	detection	NOUN
american_scientific_journal-4734	38	15	,	,	PUNCT
american_scientific_journal-4734	38	16	which	which	PRON
american_scientific_journal-4734	38	17	is	be	AUX
american_scientific_journal-4734	38	18	characterized	characterize	VERB
american_scientific_journal-4734	38	19	by	by	ADP
american_scientific_journal-4734	38	20	large	large	ADJ
american_scientific_journal-4734	38	21	amount	amount	NOUN
american_scientific_journal-4734	38	22	of	of	ADP
american_scientific_journal-4734	38	23	data	datum	NOUN
american_scientific_journal-4734	38	24	,	,	PUNCT
american_scientific_journal-4734	38	25	rich	rich	ADJ
american_scientific_journal-4734	38	26	information	information	NOUN
american_scientific_journal-4734	38	27	and	and	CCONJ
american_scientific_journal-4734	38	28	high	high	ADJ
american_scientific_journal-4734	38	29	spatial	spatial	ADJ
american_scientific_journal-4734	38	30	dimension	dimension	NOUN
american_scientific_journal-4734	38	31	.	.	PUNCT
american_scientific_journal-4734	39	1	therefore	therefore	ADV
american_scientific_journal-4734	39	2	,	,	PUNCT
american_scientific_journal-4734	39	3	it	it	PRON
american_scientific_journal-4734	39	4	is	be	AUX
american_scientific_journal-4734	39	5	necessary	necessary	ADJ
american_scientific_journal-4734	39	6	to	to	PART
american_scientific_journal-4734	39	7	ensure	ensure	VERB
american_scientific_journal-4734	39	8	the	the	DET
american_scientific_journal-4734	39	9	realtime	realtime	ADJ
american_scientific_journal-4734	39	10	performance	performance	NOUN
american_scientific_journal-4734	39	11	of	of	ADP
american_scientific_journal-4734	39	12	defect	defect	ADJ
american_scientific_journal-4734	39	13	detection	detection	NOUN
american_scientific_journal-4734	39	14	while	while	SCONJ
american_scientific_journal-4734	39	15	accurately	accurately	ADV
american_scientific_journal-4734	39	16	obtaining	obtain	VERB
american_scientific_journal-4734	39	17	the	the	DET
american_scientific_journal-4734	39	18	required	require	VERB
american_scientific_journal-4734	39	19	defect	defect	NOUN
american_scientific_journal-4734	39	20	information	information	NOUN
american_scientific_journal-4734	39	21	in	in	ADP
american_scientific_journal-4734	39	22	a	a	DET
american_scientific_journal-4734	39	23	large	large	ADJ
american_scientific_journal-4734	39	24	american	american	ADJ
american_scientific_journal-4734	39	25	scientific	scientific	ADJ
american_scientific_journal-4734	39	26	research	research	NOUN
american_scientific_journal-4734	39	27	journal	journal	NOUN
american_scientific_journal-4734	39	28	for	for	ADP
american_scientific_journal-4734	39	29	engineering	engineering	NOUN
american_scientific_journal-4734	39	30	,	,	PUNCT
american_scientific_journal-4734	39	31	technology	technology	NOUN
american_scientific_journal-4734	39	32	,	,	PUNCT
american_scientific_journal-4734	39	33	and	and	CCONJ
american_scientific_journal-4734	39	34	sciences	science	NOUN
american_scientific_journal-4734	39	35	(	(	PUNCT
american_scientific_journal-4734	39	36	asrjets	asrjet	NOUN
american_scientific_journal-4734	39	37	)	)	PUNCT
american_scientific_journal-4734	39	38	(	(	PUNCT
american_scientific_journal-4734	39	39	2019	2019	NUM
american_scientific_journal-4734	39	40	)	)	PUNCT
american_scientific_journal-4734	39	41	volume	volume	NOUN
american_scientific_journal-4734	39	42	53	53	NUM
american_scientific_journal-4734	39	43	,	,	PUNCT
american_scientific_journal-4734	39	44	no	no	DET
american_scientific_journal-4734	39	45	1	1	NUM
american_scientific_journal-4734	39	46	,	,	PUNCT
american_scientific_journal-4734	39	47	pp	pp	ADV
american_scientific_journal-4734	39	48	128	128	NUM
american_scientific_journal-4734	39	49	-	-	SYM
american_scientific_journal-4734	39	50	144	144	NUM
american_scientific_journal-4734	39	51	130	130	NUM
american_scientific_journal-4734	39	52	amount	amount	NOUN
american_scientific_journal-4734	39	53	of	of	ADP
american_scientific_journal-4734	39	54	data	datum	NOUN
american_scientific_journal-4734	39	55	.	.	PUNCT
american_scientific_journal-4734	40	1	although	although	SCONJ
american_scientific_journal-4734	40	2	many	many	ADJ
american_scientific_journal-4734	40	3	excellent	excellent	ADJ
american_scientific_journal-4734	40	4	defect	defect	NOUN
american_scientific_journal-4734	40	5	detection	detection	NOUN
american_scientific_journal-4734	40	6	algorithms	algorithm	NOUN
american_scientific_journal-4734	40	7	based	base	VERB
american_scientific_journal-4734	40	8	on	on	ADP
american_scientific_journal-4734	40	9	machine	machine	NOUN
american_scientific_journal-4734	40	10	vision	vision	NOUN
american_scientific_journal-4734	40	11	have	have	AUX
american_scientific_journal-4734	40	12	been	be	AUX
american_scientific_journal-4734	40	13	proposed	propose	VERB
american_scientific_journal-4734	40	14	by	by	ADP
american_scientific_journal-4734	40	15	domestic	domestic	ADJ
american_scientific_journal-4734	40	16	and	and	CCONJ
american_scientific_journal-4734	40	17	foreign	foreign	ADJ
american_scientific_journal-4734	40	18	experts	expert	NOUN
american_scientific_journal-4734	40	19	and	and	CCONJ
american_scientific_journal-4734	40	20	scholars	scholar	NOUN
american_scientific_journal-4734	40	21	,	,	PUNCT
american_scientific_journal-4734	40	22	there	there	PRON
american_scientific_journal-4734	40	23	is	be	VERB
american_scientific_journal-4734	40	24	still	still	ADV
american_scientific_journal-4734	40	25	a	a	DET
american_scientific_journal-4734	40	26	certain	certain	ADJ
american_scientific_journal-4734	40	27	gap	gap	NOUN
american_scientific_journal-4734	40	28	between	between	ADP
american_scientific_journal-4734	40	29	the	the	DET
american_scientific_journal-4734	40	30	accuracy	accuracy	NOUN
american_scientific_journal-4734	40	31	of	of	ADP
american_scientific_journal-4734	40	32	defect	defect	ADJ
american_scientific_journal-4734	40	33	detection	detection	NOUN
american_scientific_journal-4734	40	34	in	in	ADP
american_scientific_journal-4734	40	35	practical	practical	ADJ
american_scientific_journal-4734	40	36	applications	application	NOUN
american_scientific_journal-4734	40	37	and	and	CCONJ
american_scientific_journal-4734	40	38	the	the	DET
american_scientific_journal-4734	40	39	field	field	NOUN
american_scientific_journal-4734	40	40	requirements[2	requirements[2	NUM
american_scientific_journal-4734	40	41	-	-	SYM
american_scientific_journal-4734	40	42	3	3	NUM
american_scientific_journal-4734	40	43	]	]	PUNCT
american_scientific_journal-4734	40	44	.	.	PUNCT
american_scientific_journal-4734	41	1	how	how	SCONJ
american_scientific_journal-4734	41	2	to	to	PART
american_scientific_journal-4734	41	3	improve	improve	VERB
american_scientific_journal-4734	41	4	the	the	DET
american_scientific_journal-4734	41	5	accuracy	accuracy	NOUN
american_scientific_journal-4734	41	6	of	of	ADP
american_scientific_journal-4734	41	7	defect	defect	ADJ
american_scientific_journal-4734	41	8	detection	detection	NOUN
american_scientific_journal-4734	41	9	is	be	AUX
american_scientific_journal-4734	41	10	still	still	ADV
american_scientific_journal-4734	41	11	a	a	DET
american_scientific_journal-4734	41	12	difficult	difficult	ADJ
american_scientific_journal-4734	41	13	problem	problem	NOUN
american_scientific_journal-4734	41	14	in	in	ADP
american_scientific_journal-4734	41	15	current	current	ADJ
american_scientific_journal-4734	41	16	research	research	NOUN
american_scientific_journal-4734	41	17	.	.	PUNCT
american_scientific_journal-4734	42	1	for	for	ADP
american_scientific_journal-4734	42	2	the	the	DET
american_scientific_journal-4734	42	3	above	above	ADJ
american_scientific_journal-4734	42	4	problems	problem	NOUN
american_scientific_journal-4734	42	5	,	,	PUNCT
american_scientific_journal-4734	42	6	this	this	DET
american_scientific_journal-4734	42	7	paper	paper	NOUN
american_scientific_journal-4734	42	8	designs	design	VERB
american_scientific_journal-4734	42	9	a	a	DET
american_scientific_journal-4734	42	10	defect	defect	NOUN
american_scientific_journal-4734	42	11	detection	detection	NOUN
american_scientific_journal-4734	42	12	system	system	NOUN
american_scientific_journal-4734	42	13	based	base	VERB
american_scientific_journal-4734	42	14	on	on	ADP
american_scientific_journal-4734	42	15	vision	vision	NOUN
american_scientific_journal-4734	42	16	sensor	sensor	NOUN
american_scientific_journal-4734	42	17	.	.	PUNCT
american_scientific_journal-4734	43	1	the	the	DET
american_scientific_journal-4734	43	2	hardware	hardware	NOUN
american_scientific_journal-4734	43	3	part	part	NOUN
american_scientific_journal-4734	43	4	of	of	ADP
american_scientific_journal-4734	43	5	the	the	DET
american_scientific_journal-4734	43	6	system	system	NOUN
american_scientific_journal-4734	43	7	mainly	mainly	ADV
american_scientific_journal-4734	43	8	includes	include	VERB
american_scientific_journal-4734	43	9	the	the	DET
american_scientific_journal-4734	43	10	robot	robot	NOUN
american_scientific_journal-4734	43	11	defect	defect	NOUN
american_scientific_journal-4734	43	12	detection	detection	NOUN
american_scientific_journal-4734	43	13	system	system	NOUN
american_scientific_journal-4734	43	14	and	and	CCONJ
american_scientific_journal-4734	43	15	the	the	DET
american_scientific_journal-4734	43	16	workpiece	workpiece	NOUN
american_scientific_journal-4734	43	17	to	to	PART
american_scientific_journal-4734	43	18	be	be	AUX
american_scientific_journal-4734	43	19	tested	test	VERB
american_scientific_journal-4734	43	20	,	,	PUNCT
american_scientific_journal-4734	43	21	among	among	ADP
american_scientific_journal-4734	43	22	which	which	PRON
american_scientific_journal-4734	43	23	the	the	DET
american_scientific_journal-4734	43	24	robot	robot	NOUN
american_scientific_journal-4734	43	25	defect	defect	NOUN
american_scientific_journal-4734	43	26	detection	detection	NOUN
american_scientific_journal-4734	43	27	system	system	NOUN
american_scientific_journal-4734	43	28	includes	include	VERB
american_scientific_journal-4734	43	29	industrial	industrial	ADJ
american_scientific_journal-4734	43	30	robot	robot	NOUN
american_scientific_journal-4734	43	31	,	,	PUNCT
american_scientific_journal-4734	43	32	industrial	industrial	ADJ
american_scientific_journal-4734	43	33	camera	camera	NOUN
american_scientific_journal-4734	43	34	and	and	CCONJ
american_scientific_journal-4734	43	35	annular	annular	ADJ
american_scientific_journal-4734	43	36	light	light	ADJ
american_scientific_journal-4734	43	37	source	source	NOUN
american_scientific_journal-4734	43	38	,	,	PUNCT
american_scientific_journal-4734	43	39	and	and	CCONJ
american_scientific_journal-4734	43	40	the	the	DET
american_scientific_journal-4734	43	41	software	software	NOUN
american_scientific_journal-4734	43	42	part	part	NOUN
american_scientific_journal-4734	43	43	is	be	AUX
american_scientific_journal-4734	43	44	mainly	mainly	ADV
american_scientific_journal-4734	43	45	defect	defect	ADJ
american_scientific_journal-4734	43	46	detection	detection	NOUN
american_scientific_journal-4734	43	47	software	software	NOUN
american_scientific_journal-4734	43	48	.	.	PUNCT
american_scientific_journal-4734	44	1	by	by	ADP
american_scientific_journal-4734	44	2	selecting	select	VERB
american_scientific_journal-4734	44	3	the	the	DET
american_scientific_journal-4734	44	4	appropriate	appropriate	ADJ
american_scientific_journal-4734	44	5	hardware	hardware	NOUN
american_scientific_journal-4734	44	6	model	model	NOUN
american_scientific_journal-4734	44	7	,	,	PUNCT
american_scientific_journal-4734	44	8	the	the	DET
american_scientific_journal-4734	44	9	interference	interference	NOUN
american_scientific_journal-4734	44	10	of	of	ADP
american_scientific_journal-4734	44	11	the	the	DET
american_scientific_journal-4734	44	12	surrounding	surround	VERB
american_scientific_journal-4734	44	13	environment	environment	NOUN
american_scientific_journal-4734	44	14	to	to	ADP
american_scientific_journal-4734	44	15	the	the	DET
american_scientific_journal-4734	44	16	defect	defect	NOUN
american_scientific_journal-4734	44	17	detection	detection	NOUN
american_scientific_journal-4734	44	18	is	be	AUX
american_scientific_journal-4734	44	19	reduced	reduce	VERB
american_scientific_journal-4734	44	20	and	and	CCONJ
american_scientific_journal-4734	44	21	the	the	DET
american_scientific_journal-4734	44	22	difficulty	difficulty	NOUN
american_scientific_journal-4734	44	23	of	of	ADP
american_scientific_journal-4734	44	24	the	the	DET
american_scientific_journal-4734	44	25	defect	defect	NOUN
american_scientific_journal-4734	44	26	detection	detection	NOUN
american_scientific_journal-4734	44	27	algorithm	algorithm	NOUN
american_scientific_journal-4734	44	28	is	be	AUX
american_scientific_journal-4734	44	29	reduced	reduce	VERB
american_scientific_journal-4734	44	30	.	.	PUNCT
american_scientific_journal-4734	45	1	by	by	ADP
american_scientific_journal-4734	45	2	designing	design	VERB
american_scientific_journal-4734	45	3	an	an	DET
american_scientific_journal-4734	45	4	appropriate	appropriate	ADJ
american_scientific_journal-4734	45	5	defect	defect	NOUN
american_scientific_journal-4734	45	6	detection	detection	NOUN
american_scientific_journal-4734	45	7	algorithm	algorithm	NOUN
american_scientific_journal-4734	45	8	,	,	PUNCT
american_scientific_journal-4734	45	9	the	the	DET
american_scientific_journal-4734	45	10	accuracy	accuracy	NOUN
american_scientific_journal-4734	45	11	and	and	CCONJ
american_scientific_journal-4734	45	12	speed	speed	NOUN
american_scientific_journal-4734	45	13	of	of	ADP
american_scientific_journal-4734	45	14	defect	defect	ADJ
american_scientific_journal-4734	45	15	detection	detection	NOUN
american_scientific_journal-4734	45	16	are	be	AUX
american_scientific_journal-4734	45	17	guaranteed	guarantee	VERB
american_scientific_journal-4734	45	18	.	.	PUNCT
american_scientific_journal-4734	46	1	2	2	X
american_scientific_journal-4734	46	2	.	.	X
american_scientific_journal-4734	46	3	methods	method	NOUN
american_scientific_journal-4734	46	4	in	in	ADP
american_scientific_journal-4734	46	5	this	this	DET
american_scientific_journal-4734	46	6	section	section	NOUN
american_scientific_journal-4734	46	7	,	,	PUNCT
american_scientific_journal-4734	46	8	we	we	PRON
american_scientific_journal-4734	46	9	mainly	mainly	ADV
american_scientific_journal-4734	46	10	introduce	introduce	VERB
american_scientific_journal-4734	46	11	the	the	DET
american_scientific_journal-4734	46	12	visual	visual	ADJ
american_scientific_journal-4734	46	13	sensor	sensor	NOUN
american_scientific_journal-4734	46	14	-	-	PUNCT
american_scientific_journal-4734	46	15	based	base	VERB
american_scientific_journal-4734	46	16	defect	defect	NOUN
american_scientific_journal-4734	46	17	detection	detection	NOUN
american_scientific_journal-4734	46	18	system	system	NOUN
american_scientific_journal-4734	46	19	and	and	CCONJ
american_scientific_journal-4734	46	20	system	system	NOUN
american_scientific_journal-4734	46	21	calibration	calibration	NOUN
american_scientific_journal-4734	46	22	algorithm	algorithm	NOUN
american_scientific_journal-4734	46	23	.	.	PUNCT
american_scientific_journal-4734	47	1	in	in	ADP
american_scientific_journal-4734	47	2	order	order	NOUN
american_scientific_journal-4734	47	3	to	to	PART
american_scientific_journal-4734	47	4	detect	detect	VERB
american_scientific_journal-4734	47	5	missing	miss	VERB
american_scientific_journal-4734	47	6	test	test	NOUN
american_scientific_journal-4734	47	7	accurately	accurately	ADV
american_scientific_journal-4734	47	8	,	,	PUNCT
american_scientific_journal-4734	47	9	a	a	DET
american_scientific_journal-4734	47	10	new	new	ADJ
american_scientific_journal-4734	47	11	convolutional	convolutional	ADJ
american_scientific_journal-4734	47	12	neural	neural	ADJ
american_scientific_journal-4734	47	13	network	network	NOUN
american_scientific_journal-4734	47	14	is	be	AUX
american_scientific_journal-4734	47	15	designed	design	VERB
american_scientific_journal-4734	47	16	based	base	VERB
american_scientific_journal-4734	47	17	on	on	ADP
american_scientific_journal-4734	47	18	vgg-16	vgg-16	NOUN
american_scientific_journal-4734	47	19	network	network	NOUN
american_scientific_journal-4734	47	20	.	.	PUNCT
american_scientific_journal-4734	48	1	2.1	2.1	NUM
american_scientific_journal-4734	48	2	defect	defect	NOUN
american_scientific_journal-4734	48	3	detection	detection	NOUN
american_scientific_journal-4734	48	4	system	system	NOUN
american_scientific_journal-4734	48	5	design	design	VERB
american_scientific_journal-4734	48	6	the	the	DET
american_scientific_journal-4734	48	7	hardware	hardware	NOUN
american_scientific_journal-4734	48	8	of	of	ADP
american_scientific_journal-4734	48	9	visual	visual	ADJ
american_scientific_journal-4734	48	10	sensor	sensor	NOUN
american_scientific_journal-4734	48	11	-	-	PUNCT
american_scientific_journal-4734	48	12	based	base	VERB
american_scientific_journal-4734	48	13	defect	defect	NOUN
american_scientific_journal-4734	48	14	detection	detection	NOUN
american_scientific_journal-4734	48	15	system	system	NOUN
american_scientific_journal-4734	48	16	mainly	mainly	ADV
american_scientific_journal-4734	48	17	includes	include	VERB
american_scientific_journal-4734	48	18	industrial	industrial	ADJ
american_scientific_journal-4734	48	19	camera	camera	NOUN
american_scientific_journal-4734	48	20	,	,	PUNCT
american_scientific_journal-4734	48	21	lens	lens	NOUN
american_scientific_journal-4734	48	22	and	and	CCONJ
american_scientific_journal-4734	48	23	light	light	ADJ
american_scientific_journal-4734	48	24	source	source	NOUN
american_scientific_journal-4734	48	25	.	.	PUNCT
american_scientific_journal-4734	49	1	the	the	DET
american_scientific_journal-4734	49	2	selection	selection	NOUN
american_scientific_journal-4734	49	3	of	of	ADP
american_scientific_journal-4734	49	4	the	the	DET
american_scientific_journal-4734	49	5	appropriate	appropriate	ADJ
american_scientific_journal-4734	49	6	hardware	hardware	NOUN
american_scientific_journal-4734	49	7	model	model	NOUN
american_scientific_journal-4734	49	8	is	be	AUX
american_scientific_journal-4734	49	9	crucial	crucial	ADJ
american_scientific_journal-4734	49	10	for	for	ADP
american_scientific_journal-4734	49	11	defect	defect	ADJ
american_scientific_journal-4734	49	12	detection	detection	NOUN
american_scientific_journal-4734	49	13	.	.	PUNCT
american_scientific_journal-4734	50	1	the	the	DET
american_scientific_journal-4734	50	2	construction	construction	NOUN
american_scientific_journal-4734	50	3	of	of	ADP
american_scientific_journal-4734	50	4	a	a	DET
american_scientific_journal-4734	50	5	suitable	suitable	ADJ
american_scientific_journal-4734	50	6	visual	visual	ADJ
american_scientific_journal-4734	50	7	acquisition	acquisition	NOUN
american_scientific_journal-4734	50	8	system	system	NOUN
american_scientific_journal-4734	50	9	can	can	AUX
american_scientific_journal-4734	50	10	greatly	greatly	ADV
american_scientific_journal-4734	50	11	reduce	reduce	VERB
american_scientific_journal-4734	50	12	the	the	DET
american_scientific_journal-4734	50	13	complexity	complexity	NOUN
american_scientific_journal-4734	50	14	of	of	ADP
american_scientific_journal-4734	50	15	the	the	DET
american_scientific_journal-4734	50	16	algorithm	algorithm	NOUN
american_scientific_journal-4734	50	17	,	,	PUNCT
american_scientific_journal-4734	50	18	and	and	CCONJ
american_scientific_journal-4734	50	19	the	the	DET
american_scientific_journal-4734	50	20	quality	quality	NOUN
american_scientific_journal-4734	50	21	of	of	ADP
american_scientific_journal-4734	50	22	the	the	DET
american_scientific_journal-4734	50	23	image	image	NOUN
american_scientific_journal-4734	50	24	acquired	acquire	VERB
american_scientific_journal-4734	50	25	by	by	ADP
american_scientific_journal-4734	50	26	the	the	DET
american_scientific_journal-4734	50	27	camera	camera	NOUN
american_scientific_journal-4734	50	28	will	will	AUX
american_scientific_journal-4734	50	29	directly	directly	ADV
american_scientific_journal-4734	50	30	affect	affect	VERB
american_scientific_journal-4734	50	31	the	the	DET
american_scientific_journal-4734	50	32	accuracy	accuracy	NOUN
american_scientific_journal-4734	50	33	of	of	ADP
american_scientific_journal-4734	50	34	defect	defect	ADJ
american_scientific_journal-4734	50	35	detection	detection	NOUN
american_scientific_journal-4734	50	36	.	.	PUNCT
american_scientific_journal-4734	51	1	the	the	DET
american_scientific_journal-4734	51	2	defect	defect	NOUN
american_scientific_journal-4734	51	3	detection	detection	NOUN
american_scientific_journal-4734	51	4	system	system	NOUN
american_scientific_journal-4734	51	5	based	base	VERB
american_scientific_journal-4734	51	6	on	on	ADP
american_scientific_journal-4734	51	7	vision	vision	NOUN
american_scientific_journal-4734	51	8	sensor	sensor	NOUN
american_scientific_journal-4734	51	9	needs	need	VERB
american_scientific_journal-4734	51	10	to	to	PART
american_scientific_journal-4734	51	11	cooperate	cooperate	VERB
american_scientific_journal-4734	51	12	with	with	ADP
american_scientific_journal-4734	51	13	industrial	industrial	ADJ
american_scientific_journal-4734	51	14	robots	robot	NOUN
american_scientific_journal-4734	51	15	,	,	PUNCT
american_scientific_journal-4734	51	16	and	and	CCONJ
american_scientific_journal-4734	51	17	the	the	DET
american_scientific_journal-4734	51	18	camera	camera	NOUN
american_scientific_journal-4734	51	19	performance	performance	NOUN
american_scientific_journal-4734	51	20	,	,	PUNCT
american_scientific_journal-4734	51	21	the	the	DET
american_scientific_journal-4734	51	22	speed	speed	NOUN
american_scientific_journal-4734	51	23	of	of	ADP
american_scientific_journal-4734	51	24	defect	defect	ADJ
american_scientific_journal-4734	51	25	detection	detection	NOUN
american_scientific_journal-4734	51	26	algorithm	algorithm	NOUN
american_scientific_journal-4734	51	27	and	and	CCONJ
american_scientific_journal-4734	51	28	the	the	DET
american_scientific_journal-4734	51	29	moving	move	VERB
american_scientific_journal-4734	51	30	speed	speed	NOUN
american_scientific_journal-4734	51	31	of	of	ADP
american_scientific_journal-4734	51	32	robot	robot	NOUN
american_scientific_journal-4734	51	33	body	body	NOUN
american_scientific_journal-4734	51	34	are	be	AUX
american_scientific_journal-4734	51	35	closely	closely	ADV
american_scientific_journal-4734	51	36	related	relate	VERB
american_scientific_journal-4734	51	37	.	.	PUNCT
american_scientific_journal-4734	52	1	in	in	ADP
american_scientific_journal-4734	52	2	order	order	NOUN
american_scientific_journal-4734	52	3	to	to	PART
american_scientific_journal-4734	52	4	ensure	ensure	VERB
american_scientific_journal-4734	52	5	the	the	DET
american_scientific_journal-4734	52	6	accuracy	accuracy	NOUN
american_scientific_journal-4734	52	7	of	of	ADP
american_scientific_journal-4734	52	8	defect	defect	ADJ
american_scientific_journal-4734	52	9	detection	detection	NOUN
american_scientific_journal-4734	52	10	,	,	PUNCT
american_scientific_journal-4734	52	11	the	the	DET
american_scientific_journal-4734	52	12	accuracy	accuracy	NOUN
american_scientific_journal-4734	52	13	of	of	ADP
american_scientific_journal-4734	52	14	the	the	DET
american_scientific_journal-4734	52	15	image	image	NOUN
american_scientific_journal-4734	52	16	collected	collect	VERB
american_scientific_journal-4734	52	17	by	by	ADP
american_scientific_journal-4734	52	18	the	the	DET
american_scientific_journal-4734	52	19	camera	camera	NOUN
american_scientific_journal-4734	52	20	has	have	AUX
american_scientific_journal-4734	52	21	become	become	VERB
american_scientific_journal-4734	52	22	the	the	DET
american_scientific_journal-4734	52	23	primary	primary	ADJ
american_scientific_journal-4734	52	24	factor	factor	NOUN
american_scientific_journal-4734	52	25	.	.	PUNCT
american_scientific_journal-4734	53	1	improving	improve	VERB
american_scientific_journal-4734	53	2	the	the	DET
american_scientific_journal-4734	53	3	image	image	NOUN
american_scientific_journal-4734	53	4	accuracy	accuracy	NOUN
american_scientific_journal-4734	53	5	means	mean	VERB
american_scientific_journal-4734	53	6	improving	improve	VERB
american_scientific_journal-4734	53	7	the	the	DET
american_scientific_journal-4734	53	8	resolution	resolution	NOUN
american_scientific_journal-4734	53	9	of	of	ADP
american_scientific_journal-4734	53	10	the	the	DET
american_scientific_journal-4734	53	11	camera	camera	NOUN
american_scientific_journal-4734	53	12	.	.	PUNCT
american_scientific_journal-4734	54	1	however	however	ADV
american_scientific_journal-4734	54	2	,	,	PUNCT
american_scientific_journal-4734	54	3	improving	improve	VERB
american_scientific_journal-4734	54	4	the	the	DET
american_scientific_journal-4734	54	5	resolution	resolution	NOUN
american_scientific_journal-4734	54	6	of	of	ADP
american_scientific_journal-4734	54	7	the	the	DET
american_scientific_journal-4734	54	8	camera	camera	NOUN
american_scientific_journal-4734	54	9	also	also	ADV
american_scientific_journal-4734	54	10	means	mean	VERB
american_scientific_journal-4734	54	11	that	that	SCONJ
american_scientific_journal-4734	54	12	the	the	DET
american_scientific_journal-4734	54	13	frame	frame	NOUN
american_scientific_journal-4734	54	14	rate	rate	NOUN
american_scientific_journal-4734	54	15	of	of	ADP
american_scientific_journal-4734	54	16	the	the	DET
american_scientific_journal-4734	54	17	camera	camera	NOUN
american_scientific_journal-4734	54	18	acquisition	acquisition	NOUN
american_scientific_journal-4734	54	19	and	and	CCONJ
american_scientific_journal-4734	54	20	the	the	DET
american_scientific_journal-4734	54	21	speed	speed	NOUN
american_scientific_journal-4734	54	22	of	of	ADP
american_scientific_journal-4734	54	23	the	the	DET
american_scientific_journal-4734	54	24	defect	defect	NOUN
american_scientific_journal-4734	54	25	detection	detection	NOUN
american_scientific_journal-4734	54	26	algorithm	algorithm	NOUN
american_scientific_journal-4734	54	27	decrease	decrease	NOUN
american_scientific_journal-4734	54	28	.	.	PUNCT
american_scientific_journal-4734	55	1	therefore	therefore	ADV
american_scientific_journal-4734	55	2	,	,	PUNCT
american_scientific_journal-4734	55	3	the	the	DET
american_scientific_journal-4734	55	4	selection	selection	NOUN
american_scientific_journal-4734	55	5	of	of	ADP
american_scientific_journal-4734	55	6	suitable	suitable	ADJ
american_scientific_journal-4734	55	7	hardware	hardware	NOUN
american_scientific_journal-4734	55	8	becomes	become	VERB
american_scientific_journal-4734	55	9	the	the	DET
american_scientific_journal-4734	55	10	basis	basis	NOUN
american_scientific_journal-4734	55	11	of	of	ADP
american_scientific_journal-4734	55	12	the	the	DET
american_scientific_journal-4734	55	13	defect	defect	NOUN
american_scientific_journal-4734	55	14	detection	detection	NOUN
american_scientific_journal-4734	55	15	system	system	NOUN
american_scientific_journal-4734	55	16	.	.	PUNCT
american_scientific_journal-4734	56	1	industrial	industrial	ADJ
american_scientific_journal-4734	56	2	camera	camera	NOUN
american_scientific_journal-4734	56	3	is	be	AUX
american_scientific_journal-4734	56	4	the	the	DET
american_scientific_journal-4734	56	5	core	core	NOUN
american_scientific_journal-4734	56	6	of	of	ADP
american_scientific_journal-4734	56	7	vision	vision	NOUN
american_scientific_journal-4734	56	8	sensor	sensor	NOUN
american_scientific_journal-4734	56	9	.	.	PUNCT
american_scientific_journal-4734	57	1	the	the	DET
american_scientific_journal-4734	57	2	selection	selection	NOUN
american_scientific_journal-4734	57	3	of	of	ADP
american_scientific_journal-4734	57	4	industrial	industrial	ADJ
american_scientific_journal-4734	57	5	camera	camera	NOUN
american_scientific_journal-4734	57	6	directly	directly	ADV
american_scientific_journal-4734	57	7	affects	affect	VERB
american_scientific_journal-4734	57	8	the	the	DET
american_scientific_journal-4734	57	9	accuracy	accuracy	NOUN
american_scientific_journal-4734	57	10	of	of	ADP
american_scientific_journal-4734	57	11	subsequent	subsequent	ADJ
american_scientific_journal-4734	57	12	algorithms	algorithm	NOUN
american_scientific_journal-4734	57	13	in	in	ADP
american_scientific_journal-4734	57	14	dealing	deal	VERB
american_scientific_journal-4734	57	15	with	with	ADP
american_scientific_journal-4734	57	16	defects	defect	NOUN
american_scientific_journal-4734	57	17	.	.	PUNCT
american_scientific_journal-4734	58	1	there	there	PRON
american_scientific_journal-4734	58	2	are	be	VERB
american_scientific_journal-4734	58	3	four	four	NUM
american_scientific_journal-4734	58	4	main	main	ADJ
american_scientific_journal-4734	58	5	factors	factor	NOUN
american_scientific_journal-4734	58	6	affecting	affect	VERB
american_scientific_journal-4734	58	7	the	the	DET
american_scientific_journal-4734	58	8	performance	performance	NOUN
american_scientific_journal-4734	58	9	of	of	ADP
american_scientific_journal-4734	58	10	the	the	DET
american_scientific_journal-4734	58	11	camera	camera	NOUN
american_scientific_journal-4734	58	12	:	:	PUNCT
american_scientific_journal-4734	58	13	output	output	NOUN
american_scientific_journal-4734	58	14	signal	signal	NOUN
american_scientific_journal-4734	58	15	type	type	NOUN
american_scientific_journal-4734	58	16	.	.	PUNCT
american_scientific_journal-4734	59	1	industrial	industrial	ADJ
american_scientific_journal-4734	59	2	cameras	camera	NOUN
american_scientific_journal-4734	59	3	can	can	AUX
american_scientific_journal-4734	59	4	be	be	AUX
american_scientific_journal-4734	59	5	divided	divide	VERB
american_scientific_journal-4734	59	6	into	into	ADP
american_scientific_journal-4734	59	7	analog	analog	NOUN
american_scientific_journal-4734	59	8	and	and	CCONJ
american_scientific_journal-4734	59	9	digital	digital	ADJ
american_scientific_journal-4734	59	10	cameras	camera	NOUN
american_scientific_journal-4734	59	11	according	accord	VERB
american_scientific_journal-4734	59	12	to	to	ADP
american_scientific_journal-4734	59	13	the	the	DET
american_scientific_journal-4734	59	14	types	type	NOUN
american_scientific_journal-4734	59	15	of	of	ADP
american_scientific_journal-4734	59	16	output	output	NOUN
american_scientific_journal-4734	59	17	signals	signal	NOUN
american_scientific_journal-4734	59	18	.	.	PUNCT
american_scientific_journal-4734	60	1	compared	compare	VERB
american_scientific_journal-4734	60	2	with	with	ADP
american_scientific_journal-4734	60	3	analog	analog	ADJ
american_scientific_journal-4734	60	4	camera	camera	NOUN
american_scientific_journal-4734	60	5	,	,	PUNCT
american_scientific_journal-4734	60	6	digital	digital	ADJ
american_scientific_journal-4734	60	7	camera	camera	NOUN
american_scientific_journal-4734	60	8	has	have	VERB
american_scientific_journal-4734	60	9	the	the	DET
american_scientific_journal-4734	60	10	advantage	advantage	NOUN
american_scientific_journal-4734	60	11	of	of	ADP
american_scientific_journal-4734	60	12	strong	strong	ADJ
american_scientific_journal-4734	60	13	anti	anti	ADJ
american_scientific_journal-4734	60	14	-	-	ADJ
american_scientific_journal-4734	60	15	interference	interference	ADJ
american_scientific_journal-4734	60	16	ability	ability	NOUN
american_scientific_journal-4734	60	17	.	.	PUNCT
american_scientific_journal-4734	61	1	american	american	ADJ
american_scientific_journal-4734	61	2	scientific	scientific	ADJ
american_scientific_journal-4734	61	3	research	research	PROPN
american_scientific_journal-4734	61	4	journal	journal	NOUN
american_scientific_journal-4734	61	5	for	for	ADP
american_scientific_journal-4734	61	6	engineering	engineering	NOUN
american_scientific_journal-4734	61	7	,	,	PUNCT
american_scientific_journal-4734	61	8	technology	technology	NOUN
american_scientific_journal-4734	61	9	,	,	PUNCT
american_scientific_journal-4734	61	10	and	and	CCONJ
american_scientific_journal-4734	61	11	sciences	science	NOUN
american_scientific_journal-4734	61	12	(	(	PUNCT
american_scientific_journal-4734	61	13	asrjets	asrjet	NOUN
american_scientific_journal-4734	61	14	)	)	PUNCT
american_scientific_journal-4734	61	15	(	(	PUNCT
american_scientific_journal-4734	61	16	2019	2019	NUM
american_scientific_journal-4734	61	17	)	)	PUNCT
american_scientific_journal-4734	61	18	volume	volume	NOUN
american_scientific_journal-4734	61	19	53	53	NUM
american_scientific_journal-4734	61	20	,	,	PUNCT
american_scientific_journal-4734	61	21	no	no	DET
american_scientific_journal-4734	61	22	1	1	NUM
american_scientific_journal-4734	61	23	,	,	PUNCT
american_scientific_journal-4734	61	24	pp	pp	ADV
american_scientific_journal-4734	61	25	128	128	NUM
american_scientific_journal-4734	61	26	-	-	SYM
american_scientific_journal-4734	61	27	144	144	NUM
american_scientific_journal-4734	61	28	131	131	NUM
american_scientific_journal-4734	61	29	chip	chip	NOUN
american_scientific_journal-4734	61	30	type	type	NOUN
american_scientific_journal-4734	61	31	.	.	PUNCT
american_scientific_journal-4734	62	1	the	the	DET
american_scientific_journal-4734	62	2	most	most	ADV
american_scientific_journal-4734	62	3	important	important	ADJ
american_scientific_journal-4734	62	4	component	component	NOUN
american_scientific_journal-4734	62	5	of	of	ADP
american_scientific_journal-4734	62	6	industrial	industrial	ADJ
american_scientific_journal-4734	62	7	camera	camera	NOUN
american_scientific_journal-4734	62	8	is	be	AUX
american_scientific_journal-4734	62	9	sensor	sensor	NOUN
american_scientific_journal-4734	62	10	chip	chip	NOUN
american_scientific_journal-4734	62	11	,	,	PUNCT
american_scientific_journal-4734	62	12	which	which	PRON
american_scientific_journal-4734	62	13	mainly	mainly	ADV
american_scientific_journal-4734	62	14	includes	include	VERB
american_scientific_journal-4734	62	15	charge	charge	NOUN
american_scientific_journal-4734	62	16	coupled	couple	VERB
american_scientific_journal-4734	62	17	device	device	NOUN
american_scientific_journal-4734	62	18	(	(	PUNCT
american_scientific_journal-4734	62	19	ccd	ccd	NOUN
american_scientific_journal-4734	62	20	)	)	PUNCT
american_scientific_journal-4734	62	21	and	and	CCONJ
american_scientific_journal-4734	62	22	complementary	complementary	ADJ
american_scientific_journal-4734	62	23	metal	metal	NOUN
american_scientific_journal-4734	62	24	oxide	oxide	NOUN
american_scientific_journal-4734	62	25	semiconductor	semiconductor	NOUN
american_scientific_journal-4734	62	26	(	(	PUNCT
american_scientific_journal-4734	62	27	cmos).ccd	cmos).ccd	PROPN
american_scientific_journal-4734	62	28	sensor	sensor	NOUN
american_scientific_journal-4734	62	29	has	have	VERB
american_scientific_journal-4734	62	30	the	the	DET
american_scientific_journal-4734	62	31	advantages	advantage	NOUN
american_scientific_journal-4734	62	32	of	of	ADP
american_scientific_journal-4734	62	33	high	high	ADJ
american_scientific_journal-4734	62	34	imaging	imaging	NOUN
american_scientific_journal-4734	62	35	quality	quality	NOUN
american_scientific_journal-4734	62	36	and	and	CCONJ
american_scientific_journal-4734	62	37	low	low	ADJ
american_scientific_journal-4734	62	38	noise	noise	NOUN
american_scientific_journal-4734	62	39	compared	compare	VERB
american_scientific_journal-4734	62	40	with	with	ADP
american_scientific_journal-4734	62	41	cmos	cmos	NOUN
american_scientific_journal-4734	62	42	sensor	sensor	NOUN
american_scientific_journal-4734	62	43	.	.	PUNCT
american_scientific_journal-4734	63	1	resolution	resolution	NOUN
american_scientific_journal-4734	63	2	.	.	PUNCT
american_scientific_journal-4734	64	1	the	the	PRON
american_scientific_journal-4734	64	2	higher	high	ADJ
american_scientific_journal-4734	64	3	the	the	DET
american_scientific_journal-4734	64	4	resolution	resolution	NOUN
american_scientific_journal-4734	64	5	of	of	ADP
american_scientific_journal-4734	64	6	an	an	DET
american_scientific_journal-4734	64	7	industrial	industrial	ADJ
american_scientific_journal-4734	64	8	camera	camera	NOUN
american_scientific_journal-4734	64	9	,	,	PUNCT
american_scientific_journal-4734	64	10	the	the	DET
american_scientific_journal-4734	64	11	more	more	ADJ
american_scientific_journal-4734	64	12	pixels	pixel	NOUN
american_scientific_journal-4734	64	13	in	in	ADP
american_scientific_journal-4734	64	14	the	the	DET
american_scientific_journal-4734	64	15	image	image	NOUN
american_scientific_journal-4734	64	16	it	it	PRON
american_scientific_journal-4734	64	17	captures	capture	VERB
american_scientific_journal-4734	64	18	,	,	PUNCT
american_scientific_journal-4734	64	19	and	and	CCONJ
american_scientific_journal-4734	64	20	the	the	DET
american_scientific_journal-4734	64	21	more	more	ADV
american_scientific_journal-4734	64	22	detailed	detailed	ADJ
american_scientific_journal-4734	64	23	the	the	DET
american_scientific_journal-4734	64	24	features	feature	NOUN
american_scientific_journal-4734	64	25	of	of	ADP
american_scientific_journal-4734	64	26	the	the	DET
american_scientific_journal-4734	64	27	object	object	NOUN
american_scientific_journal-4734	64	28	.	.	PUNCT
american_scientific_journal-4734	65	1	frame	frame	NOUN
american_scientific_journal-4734	65	2	rate	rate	NOUN
american_scientific_journal-4734	65	3	.	.	PUNCT
american_scientific_journal-4734	66	1	the	the	PRON
american_scientific_journal-4734	66	2	higher	high	ADJ
american_scientific_journal-4734	66	3	the	the	DET
american_scientific_journal-4734	66	4	camera	camera	NOUN
american_scientific_journal-4734	66	5	's	's	PART
american_scientific_journal-4734	66	6	frame	frame	NOUN
american_scientific_journal-4734	66	7	rate	rate	NOUN
american_scientific_journal-4734	66	8	,	,	PUNCT
american_scientific_journal-4734	66	9	the	the	DET
american_scientific_journal-4734	66	10	more	more	ADJ
american_scientific_journal-4734	66	11	images	image	NOUN
american_scientific_journal-4734	66	12	the	the	DET
american_scientific_journal-4734	66	13	camera	camera	NOUN
american_scientific_journal-4734	66	14	can	can	AUX
american_scientific_journal-4734	66	15	capture	capture	VERB
american_scientific_journal-4734	66	16	per	per	ADP
american_scientific_journal-4734	66	17	unit	unit	NOUN
american_scientific_journal-4734	66	18	time	time	NOUN
american_scientific_journal-4734	66	19	.	.	PUNCT
american_scientific_journal-4734	67	1	the	the	DET
american_scientific_journal-4734	67	2	frame	frame	NOUN
american_scientific_journal-4734	67	3	rate	rate	NOUN
american_scientific_journal-4734	67	4	of	of	ADP
american_scientific_journal-4734	67	5	camera	camera	NOUN
american_scientific_journal-4734	67	6	directly	directly	ADV
american_scientific_journal-4734	67	7	affects	affect	VERB
american_scientific_journal-4734	67	8	the	the	DET
american_scientific_journal-4734	67	9	speed	speed	NOUN
american_scientific_journal-4734	67	10	of	of	ADP
american_scientific_journal-4734	67	11	defect	defect	ADJ
american_scientific_journal-4734	67	12	detection	detection	NOUN
american_scientific_journal-4734	67	13	.	.	PUNCT
american_scientific_journal-4734	68	1	in	in	ADP
american_scientific_journal-4734	68	2	the	the	DET
american_scientific_journal-4734	68	3	visual	visual	ADJ
american_scientific_journal-4734	68	4	sensor	sensor	NOUN
american_scientific_journal-4734	68	5	-	-	PUNCT
american_scientific_journal-4734	68	6	based	base	VERB
american_scientific_journal-4734	68	7	defect	defect	NOUN
american_scientific_journal-4734	68	8	detection	detection	NOUN
american_scientific_journal-4734	68	9	system	system	NOUN
american_scientific_journal-4734	68	10	designed	design	VERB
american_scientific_journal-4734	68	11	in	in	ADP
american_scientific_journal-4734	68	12	this	this	DET
american_scientific_journal-4734	68	13	paper	paper	NOUN
american_scientific_journal-4734	68	14	,	,	PUNCT
american_scientific_journal-4734	68	15	it	it	PRON
american_scientific_journal-4734	68	16	is	be	AUX
american_scientific_journal-4734	68	17	necessary	necessary	ADJ
american_scientific_journal-4734	68	18	to	to	PART
american_scientific_journal-4734	68	19	carry	carry	VERB
american_scientific_journal-4734	68	20	out	out	ADP
american_scientific_journal-4734	68	21	defect	defect	NOUN
american_scientific_journal-4734	68	22	detection	detection	NOUN
american_scientific_journal-4734	68	23	on	on	ADP
american_scientific_journal-4734	68	24	the	the	DET
american_scientific_journal-4734	68	25	surface	surface	NOUN
american_scientific_journal-4734	68	26	of	of	ADP
american_scientific_journal-4734	68	27	car	car	NOUN
american_scientific_journal-4734	68	28	body	body	NOUN
american_scientific_journal-4734	68	29	parts	part	NOUN
american_scientific_journal-4734	68	30	with	with	ADP
american_scientific_journal-4734	68	31	obvious	obvious	ADJ
american_scientific_journal-4734	68	32	surface	surface	NOUN
american_scientific_journal-4734	68	33	defect	defect	NOUN
american_scientific_journal-4734	68	34	characteristics	characteristic	NOUN
american_scientific_journal-4734	68	35	.	.	PUNCT
american_scientific_journal-4734	69	1	therefore	therefore	ADV
american_scientific_journal-4734	69	2	,	,	PUNCT
american_scientific_journal-4734	69	3	more	more	ADJ
american_scientific_journal-4734	69	4	attention	attention	NOUN
american_scientific_journal-4734	69	5	should	should	AUX
american_scientific_journal-4734	69	6	be	be	AUX
american_scientific_journal-4734	69	7	paid	pay	VERB
american_scientific_journal-4734	69	8	to	to	ADP
american_scientific_journal-4734	69	9	the	the	DET
american_scientific_journal-4734	69	10	resolution	resolution	NOUN
american_scientific_journal-4734	69	11	of	of	ADP
american_scientific_journal-4734	69	12	the	the	DET
american_scientific_journal-4734	69	13	camera	camera	NOUN
american_scientific_journal-4734	69	14	than	than	ADP
american_scientific_journal-4734	69	15	the	the	DET
american_scientific_journal-4734	69	16	frame	frame	NOUN
american_scientific_journal-4734	69	17	rate	rate	NOUN
american_scientific_journal-4734	69	18	.	.	PUNCT
american_scientific_journal-4734	70	1	in	in	ADP
american_scientific_journal-4734	70	2	this	this	DET
american_scientific_journal-4734	70	3	paper	paper	NOUN
american_scientific_journal-4734	70	4	,	,	PUNCT
american_scientific_journal-4734	70	5	the	the	DET
american_scientific_journal-4734	70	6	design	design	NOUN
american_scientific_journal-4734	70	7	size	size	NOUN
american_scientific_journal-4734	70	8	of	of	ADP
american_scientific_journal-4734	70	9	the	the	DET
american_scientific_journal-4734	70	10	field	field	NOUN
american_scientific_journal-4734	70	11	of	of	ADP
american_scientific_journal-4734	70	12	view	view	NOUN
american_scientific_journal-4734	70	13	for	for	ADP
american_scientific_journal-4734	70	14	defect	defect	NOUN
american_scientific_journal-4734	70	15	detection	detection	NOUN
american_scientific_journal-4734	70	16	is	be	AUX
american_scientific_journal-4734	70	17	100	100	NUM
american_scientific_journal-4734	70	18	75mm2	75mm2	NUM
american_scientific_journal-4734	70	19	,	,	PUNCT
american_scientific_journal-4734	70	20	and	and	CCONJ
american_scientific_journal-4734	70	21	the	the	DET
american_scientific_journal-4734	70	22	theoretical	theoretical	ADJ
american_scientific_journal-4734	70	23	accuracy	accuracy	NOUN
american_scientific_journal-4734	70	24	is	be	AUX
american_scientific_journal-4734	70	25	0.05	0.05	NUM
american_scientific_journal-4734	70	26	mm	mm	NOUN
american_scientific_journal-4734	70	27	,	,	PUNCT
american_scientific_journal-4734	70	28	so	so	ADV
american_scientific_journal-4734	70	29	the	the	DET
american_scientific_journal-4734	70	30	singledirection	singledirection	NOUN
american_scientific_journal-4734	70	31	resolution	resolution	NOUN
american_scientific_journal-4734	70	32	of	of	ADP
american_scientific_journal-4734	70	33	the	the	DET
american_scientific_journal-4734	70	34	camera	camera	NOUN
american_scientific_journal-4734	70	35	is	be	AUX
american_scientific_journal-4734	70	36	2000pix	2000pix	NUM
american_scientific_journal-4734	70	37	and	and	CCONJ
american_scientific_journal-4734	70	38	1600pix	1600pix	NUM
american_scientific_journal-4734	70	39	,	,	PUNCT
american_scientific_journal-4734	70	40	respectively	respectively	ADV
american_scientific_journal-4734	70	41	,	,	PUNCT
american_scientific_journal-4734	70	42	and	and	CCONJ
american_scientific_journal-4734	70	43	the	the	DET
american_scientific_journal-4734	70	44	resolution	resolution	NOUN
american_scientific_journal-4734	70	45	of	of	ADP
american_scientific_journal-4734	70	46	the	the	DET
american_scientific_journal-4734	70	47	camera	camera	NOUN
american_scientific_journal-4734	70	48	is	be	AUX
american_scientific_journal-4734	70	49	at	at	ADP
american_scientific_journal-4734	70	50	least	least	ADJ
american_scientific_journal-4734	70	51	3.2	3.2	NUM
american_scientific_journal-4734	70	52	million	million	NUM
american_scientific_journal-4734	70	53	.	.	PUNCT
american_scientific_journal-4734	71	1	based	base	VERB
american_scientific_journal-4734	71	2	on	on	ADP
american_scientific_journal-4734	71	3	the	the	DET
american_scientific_journal-4734	71	4	above	above	ADJ
american_scientific_journal-4734	71	5	considerations	consideration	NOUN
american_scientific_journal-4734	71	6	,	,	PUNCT
american_scientific_journal-4734	71	7	this	this	DET
american_scientific_journal-4734	71	8	paper	paper	NOUN
american_scientific_journal-4734	71	9	selects	select	VERB
american_scientific_journal-4734	71	10	the	the	DET
american_scientific_journal-4734	71	11	mv	mv	PROPN
american_scientific_journal-4734	71	12	-	-	PUNCT
american_scientific_journal-4734	71	13	ce050	ce050	ADJ
american_scientific_journal-4734	71	14	-	-	PUNCT
american_scientific_journal-4734	71	15	50gm	50gm	ADJ
american_scientific_journal-4734	71	16	industrial	industrial	ADJ
american_scientific_journal-4734	71	17	camera	camera	NOUN
american_scientific_journal-4734	71	18	produced	produce	VERB
american_scientific_journal-4734	71	19	by	by	ADP
american_scientific_journal-4734	71	20	hikvision	hikvision	NOUN
american_scientific_journal-4734	71	21	,	,	PUNCT
american_scientific_journal-4734	71	22	as	as	SCONJ
american_scientific_journal-4734	71	23	shown	show	VERB
american_scientific_journal-4734	71	24	in	in	ADP
american_scientific_journal-4734	71	25	figure	figure	NOUN
american_scientific_journal-4734	71	26	1	1	NUM
american_scientific_journal-4734	71	27	.	.	PUNCT
american_scientific_journal-4734	72	1	the	the	DET
american_scientific_journal-4734	72	2	camera	camera	NOUN
american_scientific_journal-4734	72	3	has	have	VERB
american_scientific_journal-4734	72	4	a	a	DET
american_scientific_journal-4734	72	5	resolution	resolution	NOUN
american_scientific_journal-4734	72	6	of	of	ADP
american_scientific_journal-4734	72	7	5	5	NUM
american_scientific_journal-4734	72	8	million	million	NUM
american_scientific_journal-4734	72	9	and	and	CCONJ
american_scientific_journal-4734	72	10	a	a	DET
american_scientific_journal-4734	72	11	frame	frame	NOUN
american_scientific_journal-4734	72	12	rate	rate	NOUN
american_scientific_journal-4734	72	13	of	of	ADP
american_scientific_journal-4734	72	14	14fps	14fps	NOUN
american_scientific_journal-4734	72	15	,	,	PUNCT
american_scientific_journal-4734	72	16	which	which	PRON
american_scientific_journal-4734	72	17	meets	meet	VERB
american_scientific_journal-4734	72	18	the	the	DET
american_scientific_journal-4734	72	19	design	design	NOUN
american_scientific_journal-4734	72	20	requirements	requirement	NOUN
american_scientific_journal-4734	72	21	of	of	ADP
american_scientific_journal-4734	72	22	the	the	DET
american_scientific_journal-4734	72	23	system	system	NOUN
american_scientific_journal-4734	72	24	.	.	PUNCT
american_scientific_journal-4734	73	1	the	the	DET
american_scientific_journal-4734	73	2	specific	specific	ADJ
american_scientific_journal-4734	73	3	parameters	parameter	NOUN
american_scientific_journal-4734	73	4	are	be	AUX
american_scientific_journal-4734	73	5	shown	show	VERB
american_scientific_journal-4734	73	6	in	in	ADP
american_scientific_journal-4734	73	7	table	table	NOUN
american_scientific_journal-4734	73	8	1	1	NUM
american_scientific_journal-4734	73	9	.	.	PUNCT
american_scientific_journal-4734	74	1	figure	figure	NOUN
american_scientific_journal-4734	74	2	1	1	NUM
american_scientific_journal-4734	74	3	:	:	PUNCT
american_scientific_journal-4734	74	4	mvce050	mvce050	PROPN
american_scientific_journal-4734	74	5	-	-	PUNCT
american_scientific_journal-4734	74	6	50gm	50gm	ADJ
american_scientific_journal-4734	74	7	camera	camera	NOUN
american_scientific_journal-4734	74	8	table	table	NOUN
american_scientific_journal-4734	74	9	1	1	NUM
american_scientific_journal-4734	74	10	:	:	PUNCT
american_scientific_journal-4734	75	1	mvce050	mvce050	PROPN
american_scientific_journal-4734	75	2	-	-	PUNCT
american_scientific_journal-4734	75	3	50gm	50gm	ADJ
american_scientific_journal-4734	75	4	camera	camera	NOUN
american_scientific_journal-4734	75	5	parameters	parameter	NOUN
american_scientific_journal-4734	75	6	index	index	NOUN
american_scientific_journal-4734	75	7	parameter	parameter	NOUN
american_scientific_journal-4734	75	8	resolution	resolution	NOUN
american_scientific_journal-4734	75	9	(	(	PUNCT
american_scientific_journal-4734	75	10	pix	pix	NOUN
american_scientific_journal-4734	75	11	)	)	PUNCT
american_scientific_journal-4734	75	12	2592×1944	2592×1944	PROPN
american_scientific_journal-4734	75	13	pixel	pixel	NOUN
american_scientific_journal-4734	75	14	size(um	size(um	NOUN
american_scientific_journal-4734	75	15	)	)	PUNCT
american_scientific_journal-4734	75	16	2.2×2.2	2.2×2.2	NUM
american_scientific_journal-4734	75	17	dynamic	dynamic	ADJ
american_scientific_journal-4734	75	18	range(db	range(db	NOUN
american_scientific_journal-4734	75	19	)	)	PUNCT
american_scientific_journal-4734	75	20	>	>	PUNCT
american_scientific_journal-4734	75	21	60	60	NUM
american_scientific_journal-4734	75	22	frame	frame	NOUN
american_scientific_journal-4734	75	23	rate(fps	rate(fps	NOUN
american_scientific_journal-4734	75	24	)	)	PUNCT
american_scientific_journal-4734	75	25	14	14	NUM
american_scientific_journal-4734	75	26	lens	lens	NOUN
american_scientific_journal-4734	75	27	interface	interface	NOUN
american_scientific_journal-4734	75	28	c	c	PROPN
american_scientific_journal-4734	75	29	-	-	PUNCT
american_scientific_journal-4734	75	30	mount	mount	NOUN
american_scientific_journal-4734	75	31	power	power	NOUN
american_scientific_journal-4734	75	32	12	12	NUM
american_scientific_journal-4734	75	33	vdc	vdc	PROPN
american_scientific_journal-4734	75	34	american	american	PROPN
american_scientific_journal-4734	75	35	scientific	scientific	PROPN
american_scientific_journal-4734	75	36	research	research	PROPN
american_scientific_journal-4734	75	37	journal	journal	NOUN
american_scientific_journal-4734	75	38	for	for	ADP
american_scientific_journal-4734	75	39	engineering	engineering	NOUN
american_scientific_journal-4734	75	40	,	,	PUNCT
american_scientific_journal-4734	75	41	technology	technology	NOUN
american_scientific_journal-4734	75	42	,	,	PUNCT
american_scientific_journal-4734	75	43	and	and	CCONJ
american_scientific_journal-4734	75	44	sciences	science	NOUN
american_scientific_journal-4734	75	45	(	(	PUNCT
american_scientific_journal-4734	75	46	asrjets	asrjet	NOUN
american_scientific_journal-4734	75	47	)	)	PUNCT
american_scientific_journal-4734	75	48	(	(	PUNCT
american_scientific_journal-4734	75	49	2019	2019	NUM
american_scientific_journal-4734	75	50	)	)	PUNCT
american_scientific_journal-4734	75	51	volume	volume	NOUN
american_scientific_journal-4734	75	52	53	53	NUM
american_scientific_journal-4734	75	53	,	,	PUNCT
american_scientific_journal-4734	75	54	no	no	DET
american_scientific_journal-4734	75	55	1	1	NUM
american_scientific_journal-4734	75	56	,	,	PUNCT
american_scientific_journal-4734	75	57	pp	pp	ADV
american_scientific_journal-4734	75	58	128	128	NUM
american_scientific_journal-4734	75	59	-	-	SYM
american_scientific_journal-4734	75	60	144	144	NUM
american_scientific_journal-4734	75	61	132	132	NUM
american_scientific_journal-4734	75	62	temperature(oc	temperature(oc	NOUN
american_scientific_journal-4734	75	63	)	)	PUNCT
american_scientific_journal-4734	75	64	0~50	0~50	PROPN
american_scientific_journal-4734	75	65	lens	lens	NOUN
american_scientific_journal-4734	75	66	is	be	AUX
american_scientific_journal-4734	75	67	an	an	DET
american_scientific_journal-4734	75	68	optical	optical	ADJ
american_scientific_journal-4734	75	69	device	device	NOUN
american_scientific_journal-4734	75	70	used	use	VERB
american_scientific_journal-4734	75	71	to	to	PART
american_scientific_journal-4734	75	72	focus	focus	VERB
american_scientific_journal-4734	75	73	light	light	NOUN
american_scientific_journal-4734	75	74	on	on	ADP
american_scientific_journal-4734	75	75	a	a	DET
american_scientific_journal-4734	75	76	digital	digital	ADJ
american_scientific_journal-4734	75	77	sensor	sensor	NOUN
american_scientific_journal-4734	75	78	to	to	PART
american_scientific_journal-4734	75	79	create	create	VERB
american_scientific_journal-4734	75	80	an	an	DET
american_scientific_journal-4734	75	81	image	image	NOUN
american_scientific_journal-4734	75	82	.	.	PUNCT
american_scientific_journal-4734	76	1	the	the	DET
american_scientific_journal-4734	76	2	main	main	ADJ
american_scientific_journal-4734	76	3	parameters	parameter	NOUN
american_scientific_journal-4734	76	4	that	that	PRON
american_scientific_journal-4734	76	5	affect	affect	VERB
american_scientific_journal-4734	76	6	lens	lens	NOUN
american_scientific_journal-4734	76	7	selection	selection	NOUN
american_scientific_journal-4734	76	8	include	include	VERB
american_scientific_journal-4734	76	9	:	:	PUNCT
american_scientific_journal-4734	76	10	focal	focal	ADJ
american_scientific_journal-4734	76	11	length	length	NOUN
american_scientific_journal-4734	76	12	,	,	PUNCT
american_scientific_journal-4734	76	13	aperture	aperture	NOUN
american_scientific_journal-4734	76	14	,	,	PUNCT
american_scientific_journal-4734	76	15	field	field	NOUN
american_scientific_journal-4734	76	16	of	of	ADP
american_scientific_journal-4734	76	17	view	view	NOUN
american_scientific_journal-4734	76	18	and	and	CCONJ
american_scientific_journal-4734	76	19	target	target	VERB
american_scientific_journal-4734	76	20	surface	surface	NOUN
american_scientific_journal-4734	76	21	size	size	NOUN
american_scientific_journal-4734	76	22	.	.	PUNCT
american_scientific_journal-4734	77	1	in	in	ADP
american_scientific_journal-4734	77	2	defect	defect	ADJ
american_scientific_journal-4734	77	3	detection	detection	NOUN
american_scientific_journal-4734	77	4	,	,	PUNCT
american_scientific_journal-4734	77	5	the	the	DET
american_scientific_journal-4734	77	6	distance	distance	NOUN
american_scientific_journal-4734	77	7	between	between	ADP
american_scientific_journal-4734	77	8	the	the	DET
american_scientific_journal-4734	77	9	camera	camera	NOUN
american_scientific_journal-4734	77	10	lens	lens	NOUN
american_scientific_journal-4734	77	11	and	and	CCONJ
american_scientific_journal-4734	77	12	the	the	DET
american_scientific_journal-4734	77	13	object	object	NOUN
american_scientific_journal-4734	77	14	is	be	AUX
american_scientific_journal-4734	77	15	relatively	relatively	ADV
american_scientific_journal-4734	77	16	close	close	ADJ
american_scientific_journal-4734	77	17	,	,	PUNCT
american_scientific_journal-4734	77	18	so	so	CCONJ
american_scientific_journal-4734	77	19	the	the	DET
american_scientific_journal-4734	77	20	lens	lens	NOUN
american_scientific_journal-4734	77	21	with	with	ADP
american_scientific_journal-4734	77	22	a	a	DET
american_scientific_journal-4734	77	23	large	large	ADJ
american_scientific_journal-4734	77	24	focal	focal	ADJ
american_scientific_journal-4734	77	25	length	length	NOUN
american_scientific_journal-4734	77	26	can	can	AUX
american_scientific_journal-4734	77	27	be	be	AUX
american_scientific_journal-4734	77	28	selected	select	VERB
american_scientific_journal-4734	77	29	.	.	PUNCT
american_scientific_journal-4734	78	1	in	in	ADP
american_scientific_journal-4734	78	2	this	this	DET
american_scientific_journal-4734	78	3	paper	paper	NOUN
american_scientific_journal-4734	78	4	,	,	PUNCT
american_scientific_journal-4734	78	5	according	accord	VERB
american_scientific_journal-4734	78	6	to	to	ADP
american_scientific_journal-4734	78	7	object	object	NOUN
american_scientific_journal-4734	78	8	distance	distance	NOUN
american_scientific_journal-4734	78	9	,	,	PUNCT
american_scientific_journal-4734	78	10	ccd	ccd	NOUN
american_scientific_journal-4734	78	11	target	target	NOUN
american_scientific_journal-4734	78	12	surface	surface	NOUN
american_scientific_journal-4734	78	13	size	size	NOUN
american_scientific_journal-4734	78	14	and	and	CCONJ
american_scientific_journal-4734	78	15	field	field	NOUN
american_scientific_journal-4734	78	16	of	of	ADP
american_scientific_journal-4734	78	17	view	view	NOUN
american_scientific_journal-4734	78	18	size	size	NOUN
american_scientific_journal-4734	78	19	,	,	PUNCT
american_scientific_journal-4734	78	20	the	the	DET
american_scientific_journal-4734	78	21	focal	focal	ADJ
american_scientific_journal-4734	78	22	length	length	NOUN
american_scientific_journal-4734	78	23	of	of	ADP
american_scientific_journal-4734	78	24	the	the	DET
american_scientific_journal-4734	78	25	optical	optical	ADJ
american_scientific_journal-4734	78	26	lens	lens	NOUN
american_scientific_journal-4734	78	27	shall	shall	AUX
american_scientific_journal-4734	78	28	be	be	AUX
american_scientific_journal-4734	78	29	calculated	calculate	VERB
american_scientific_journal-4734	78	30	by	by	ADP
american_scientific_journal-4734	78	31	formula	formula	NOUN
american_scientific_journal-4734	78	32	1	1	NUM
american_scientific_journal-4734	78	33	.	.	PUNCT
american_scientific_journal-4734	79	1	2005.76	2005.76	NUM
american_scientific_journal-4734	79	2	11.52	11.52	NUM
american_scientific_journal-4734	79	3	100	100	NUM
american_scientific_journal-4734	79	4	hf	hf	NOUN
american_scientific_journal-4734	79	5	w	w	NOUN
american_scientific_journal-4734	79	6	mm	mm	INTJ
american_scientific_journal-4734	79	7	d	d	NOUN
american_scientific_journal-4734	79	8	=	=	SYM
american_scientific_journal-4734	79	9	=	=	SYM
american_scientific_journal-4734	79	10	×	×	NOUN
american_scientific_journal-4734	79	11	=	=	SYM
american_scientific_journal-4734	79	12	(	(	PUNCT
american_scientific_journal-4734	79	13	1	1	NUM
american_scientific_journal-4734	79	14	)	)	PUNCT
american_scientific_journal-4734	79	15	in	in	ADP
american_scientific_journal-4734	79	16	the	the	DET
american_scientific_journal-4734	79	17	above	above	ADJ
american_scientific_journal-4734	79	18	equation	equation	NOUN
american_scientific_journal-4734	79	19	,	,	PUNCT
american_scientific_journal-4734	79	20	d	d	PROPN
american_scientific_journal-4734	79	21	is	be	AUX
american_scientific_journal-4734	79	22	the	the	DET
american_scientific_journal-4734	79	23	object	object	NOUN
american_scientific_journal-4734	79	24	distance	distance	NOUN
american_scientific_journal-4734	79	25	and	and	CCONJ
american_scientific_journal-4734	79	26	the	the	DET
american_scientific_journal-4734	79	27	size	size	NOUN
american_scientific_journal-4734	79	28	is	be	AUX
american_scientific_journal-4734	79	29	200	200	NUM
american_scientific_journal-4734	79	30	mm	mm	NOUN
american_scientific_journal-4734	79	31	;	;	PUNCT
american_scientific_journal-4734	79	32	w	w	X
american_scientific_journal-4734	79	33	represents	represent	VERB
american_scientific_journal-4734	79	34	the	the	DET
american_scientific_journal-4734	79	35	size	size	NOUN
american_scientific_journal-4734	79	36	of	of	ADP
american_scientific_journal-4734	79	37	the	the	DET
american_scientific_journal-4734	79	38	selected	select	VERB
american_scientific_journal-4734	79	39	ccd	ccd	NOUN
american_scientific_journal-4734	79	40	target	target	NOUN
american_scientific_journal-4734	79	41	surface	surface	NOUN
american_scientific_journal-4734	79	42	,	,	PUNCT
american_scientific_journal-4734	79	43	with	with	ADP
american_scientific_journal-4734	79	44	a	a	DET
american_scientific_journal-4734	79	45	size	size	NOUN
american_scientific_journal-4734	79	46	of	of	ADP
american_scientific_journal-4734	79	47	5.76	5.76	NUM
american_scientific_journal-4734	79	48	mm	mm	NOUN
american_scientific_journal-4734	79	49	.	.	PUNCT
american_scientific_journal-4734	80	1	h	h	PROPN
american_scientific_journal-4734	80	2	is	be	AUX
american_scientific_journal-4734	80	3	the	the	DET
american_scientific_journal-4734	80	4	length	length	NOUN
american_scientific_journal-4734	80	5	of	of	ADP
american_scientific_journal-4734	80	6	field	field	NOUN
american_scientific_journal-4734	80	7	of	of	ADP
american_scientific_journal-4734	80	8	view	view	NOUN
american_scientific_journal-4734	80	9	,	,	PUNCT
american_scientific_journal-4734	80	10	with	with	ADP
american_scientific_journal-4734	80	11	a	a	DET
american_scientific_journal-4734	80	12	size	size	NOUN
american_scientific_journal-4734	80	13	of	of	ADP
american_scientific_journal-4734	80	14	100	100	NUM
american_scientific_journal-4734	80	15	mm	mm	NOUN
american_scientific_journal-4734	80	16	.	.	PUNCT
american_scientific_journal-4734	81	1	v	v	PROPN
american_scientific_journal-4734	81	2	is	be	AUX
american_scientific_journal-4734	81	3	the	the	DET
american_scientific_journal-4734	81	4	width	width	NOUN
american_scientific_journal-4734	81	5	of	of	ADP
american_scientific_journal-4734	81	6	field	field	NOUN
american_scientific_journal-4734	81	7	of	of	ADP
american_scientific_journal-4734	81	8	view	view	NOUN
american_scientific_journal-4734	81	9	and	and	CCONJ
american_scientific_journal-4734	81	10	the	the	DET
american_scientific_journal-4734	81	11	size	size	NOUN
american_scientific_journal-4734	81	12	is	be	AUX
american_scientific_journal-4734	81	13	80mm.then	80mm.then	NUM
american_scientific_journal-4734	81	14	the	the	DET
american_scientific_journal-4734	81	15	required	require	VERB
american_scientific_journal-4734	81	16	perspective	perspective	NOUN
american_scientific_journal-4734	81	17	is	be	AUX
american_scientific_journal-4734	81	18	:	:	PUNCT
american_scientific_journal-4734	82	1	=	=	SYM
american_scientific_journal-4734	82	2	2arctan	2arctan	NUM
american_scientific_journal-4734	82	3	28	28	NUM
american_scientific_journal-4734	82	4	2h	2h	NUM
american_scientific_journal-4734	82	5	h	h	NOUN
american_scientific_journal-4734	83	1	d	d	NOUN
american_scientific_journal-4734	83	2	θ	θ	PROPN
american_scientific_journal-4734	83	3	≈	≈	PROPN
american_scientific_journal-4734	83	4	°	°	NOUN
american_scientific_journal-4734	83	5	(	(	PUNCT
american_scientific_journal-4734	83	6	2	2	X
american_scientific_journal-4734	83	7	)	)	PUNCT
american_scientific_journal-4734	83	8	=	=	NOUN
american_scientific_journal-4734	83	9	2arctan	2arctan	NUM
american_scientific_journal-4734	83	10	23	23	NUM
american_scientific_journal-4734	83	11	2v	2v	PROPN
american_scientific_journal-4734	83	12	w	w	PROPN
american_scientific_journal-4734	83	13	d	d	PROPN
american_scientific_journal-4734	83	14	θ	θ	PROPN
american_scientific_journal-4734	84	1	≈	≈	PROPN
american_scientific_journal-4734	84	2	°	°	NOUN
american_scientific_journal-4734	84	3	(	(	PUNCT
american_scientific_journal-4734	84	4	3	3	X
american_scientific_journal-4734	84	5	)	)	PUNCT
american_scientific_journal-4734	84	6	to	to	PART
american_scientific_journal-4734	84	7	sum	sum	VERB
american_scientific_journal-4734	84	8	up	up	ADP
american_scientific_journal-4734	84	9	,	,	PUNCT
american_scientific_journal-4734	84	10	mvl	mvl	NOUN
american_scientific_journal-4734	84	11	-	-	PUNCT
american_scientific_journal-4734	84	12	mf1220	mf1220	NOUN
american_scientific_journal-4734	84	13	m	m	NOUN
american_scientific_journal-4734	84	14	-5mp	-5mp	ADJ
american_scientific_journal-4734	84	15	lens	len	NOUN
american_scientific_journal-4734	84	16	is	be	AUX
american_scientific_journal-4734	84	17	selected	select	VERB
american_scientific_journal-4734	84	18	as	as	ADP
american_scientific_journal-4734	84	19	the	the	DET
american_scientific_journal-4734	84	20	lens	lens	NOUN
american_scientific_journal-4734	84	21	of	of	ADP
american_scientific_journal-4734	84	22	the	the	DET
american_scientific_journal-4734	84	23	measurement	measurement	NOUN
american_scientific_journal-4734	84	24	system	system	NOUN
american_scientific_journal-4734	84	25	in	in	ADP
american_scientific_journal-4734	84	26	this	this	DET
american_scientific_journal-4734	84	27	paper	paper	NOUN
american_scientific_journal-4734	84	28	,	,	PUNCT
american_scientific_journal-4734	84	29	as	as	SCONJ
american_scientific_journal-4734	84	30	shown	show	VERB
american_scientific_journal-4734	84	31	in	in	ADP
american_scientific_journal-4734	84	32	figure	figure	NOUN
american_scientific_journal-4734	84	33	2	2	NUM
american_scientific_journal-4734	84	34	,	,	PUNCT
american_scientific_journal-4734	84	35	and	and	CCONJ
american_scientific_journal-4734	84	36	the	the	DET
american_scientific_journal-4734	84	37	detailed	detailed	ADJ
american_scientific_journal-4734	84	38	parameters	parameter	NOUN
american_scientific_journal-4734	84	39	are	be	AUX
american_scientific_journal-4734	84	40	shown	show	VERB
american_scientific_journal-4734	84	41	in	in	ADP
american_scientific_journal-4734	84	42	table	table	NOUN
american_scientific_journal-4734	84	43	2	2	NUM
american_scientific_journal-4734	84	44	.	.	PUNCT
american_scientific_journal-4734	84	45	figure	figure	NOUN
american_scientific_journal-4734	84	46	2	2	NUM
american_scientific_journal-4734	84	47	:	:	PUNCT
american_scientific_journal-4734	84	48	mvl	mvl	NOUN
american_scientific_journal-4734	84	49	-	-	PUNCT
american_scientific_journal-4734	84	50	mf1220	mf1220	NOUN
american_scientific_journal-4734	84	51	m	m	NOUN
american_scientific_journal-4734	84	52	-5mp	-5mp	ADJ
american_scientific_journal-4734	84	53	lens	lens	NOUN
american_scientific_journal-4734	84	54	table	table	NOUN
american_scientific_journal-4734	84	55	2	2	NUM
american_scientific_journal-4734	84	56	:	:	PUNCT
american_scientific_journal-4734	84	57	mvl	mvl	NOUN
american_scientific_journal-4734	84	58	-	-	PUNCT
american_scientific_journal-4734	84	59	mf1220	mf1220	NOUN
american_scientific_journal-4734	84	60	m	m	NOUN
american_scientific_journal-4734	84	61	-5mp	-5mp	ADJ
american_scientific_journal-4734	84	62	camera	camera	NOUN
american_scientific_journal-4734	84	63	parameters	parameter	NOUN
american_scientific_journal-4734	85	1	index	index	NOUN
american_scientific_journal-4734	85	2	parameter	parameter	NOUN
american_scientific_journal-4734	85	3	focal	focal	ADJ
american_scientific_journal-4734	85	4	length	length	NOUN
american_scientific_journal-4734	85	5	(	(	PUNCT
american_scientific_journal-4734	85	6	mm	mm	NOUN
american_scientific_journal-4734	85	7	)	)	PUNCT
american_scientific_journal-4734	85	8	12.00	12.00	NUM
american_scientific_journal-4734	85	9	aperture	aperture	NOUN
american_scientific_journal-4734	85	10	f2.0	f2.0	PROPN
american_scientific_journal-4734	85	11	f16.0	f16.0	PROPN
american_scientific_journal-4734	85	12	image	image	NOUN
american_scientific_journal-4734	85	13	circle	circle	NOUN
american_scientific_journal-4734	85	14	2/3	2/3	NUM
american_scientific_journal-4734	85	15	"	"	PUNCT
american_scientific_journal-4734	85	16	m.o.d	m.o.d	NOUN
american_scientific_journal-4734	85	17	80	80	NUM
american_scientific_journal-4734	85	18	mm	mm	NOUN
american_scientific_journal-4734	85	19	field	field	NOUN
american_scientific_journal-4734	85	20	of	of	ADP
american_scientific_journal-4734	85	21	view	view	NOUN
american_scientific_journal-4734	85	22	(	(	PUNCT
american_scientific_journal-4734	85	23	°	°	NOUN
american_scientific_journal-4734	85	24	)	)	PUNCT
american_scientific_journal-4734	85	25	h:40.2	h:40.2	NOUN
american_scientific_journal-4734	85	26	v:30.6	v:30.6	ADJ
american_scientific_journal-4734	85	27	american	american	PROPN
american_scientific_journal-4734	85	28	scientific	scientific	ADJ
american_scientific_journal-4734	85	29	research	research	NOUN
american_scientific_journal-4734	85	30	journal	journal	NOUN
american_scientific_journal-4734	85	31	for	for	ADP
american_scientific_journal-4734	85	32	engineering	engineering	NOUN
american_scientific_journal-4734	85	33	,	,	PUNCT
american_scientific_journal-4734	85	34	technology	technology	NOUN
american_scientific_journal-4734	85	35	,	,	PUNCT
american_scientific_journal-4734	85	36	and	and	CCONJ
american_scientific_journal-4734	85	37	sciences	science	NOUN
american_scientific_journal-4734	85	38	(	(	PUNCT
american_scientific_journal-4734	85	39	asrjets	asrjet	NOUN
american_scientific_journal-4734	85	40	)	)	PUNCT
american_scientific_journal-4734	85	41	(	(	PUNCT
american_scientific_journal-4734	85	42	2019	2019	NUM
american_scientific_journal-4734	85	43	)	)	PUNCT
american_scientific_journal-4734	85	44	volume	volume	NOUN
american_scientific_journal-4734	85	45	53	53	NUM
american_scientific_journal-4734	85	46	,	,	PUNCT
american_scientific_journal-4734	85	47	no	no	DET
american_scientific_journal-4734	85	48	1	1	NUM
american_scientific_journal-4734	85	49	,	,	PUNCT
american_scientific_journal-4734	85	50	pp	pp	ADV
american_scientific_journal-4734	85	51	128	128	NUM
american_scientific_journal-4734	85	52	-	-	SYM
american_scientific_journal-4734	85	53	144	144	NUM
american_scientific_journal-4734	85	54	133	133	NUM
american_scientific_journal-4734	85	55	temperature(oc	temperature(oc	NOUN
american_scientific_journal-4734	85	56	)	)	PUNCT
american_scientific_journal-4734	85	57	-10～50	-10～50	VERB
american_scientific_journal-4734	85	58	the	the	DET
american_scientific_journal-4734	85	59	purpose	purpose	NOUN
american_scientific_journal-4734	85	60	of	of	ADP
american_scientific_journal-4734	85	61	illumination	illumination	NOUN
american_scientific_journal-4734	85	62	in	in	ADP
american_scientific_journal-4734	85	63	machine	machine	NOUN
american_scientific_journal-4734	85	64	vision	vision	NOUN
american_scientific_journal-4734	85	65	is	be	AUX
american_scientific_journal-4734	85	66	to	to	PART
american_scientific_journal-4734	85	67	make	make	VERB
american_scientific_journal-4734	85	68	the	the	DET
american_scientific_journal-4734	85	69	important	important	ADJ
american_scientific_journal-4734	85	70	features	feature	NOUN
american_scientific_journal-4734	85	71	of	of	ADP
american_scientific_journal-4734	85	72	the	the	DET
american_scientific_journal-4734	85	73	object	object	NOUN
american_scientific_journal-4734	85	74	to	to	PART
american_scientific_journal-4734	85	75	be	be	AUX
american_scientific_journal-4734	85	76	measured	measure	VERB
american_scientific_journal-4734	85	77	appear	appear	NOUN
american_scientific_journal-4734	85	78	.	.	PUNCT
american_scientific_journal-4734	86	1	light	light	ADJ
american_scientific_journal-4734	86	2	source	source	NOUN
american_scientific_journal-4734	86	3	as	as	ADP
american_scientific_journal-4734	86	4	one	one	NUM
american_scientific_journal-4734	86	5	of	of	ADP
american_scientific_journal-4734	86	6	the	the	DET
american_scientific_journal-4734	86	7	indispensable	indispensable	ADJ
american_scientific_journal-4734	86	8	equipment	equipment	NOUN
american_scientific_journal-4734	86	9	in	in	ADP
american_scientific_journal-4734	86	10	the	the	DET
american_scientific_journal-4734	86	11	machine	machine	NOUN
american_scientific_journal-4734	86	12	vision	vision	NOUN
american_scientific_journal-4734	86	13	systems	system	NOUN
american_scientific_journal-4734	86	14	,	,	PUNCT
american_scientific_journal-4734	86	15	direct	direct	ADJ
american_scientific_journal-4734	86	16	affect	affect	VERB
american_scientific_journal-4734	86	17	the	the	DET
american_scientific_journal-4734	86	18	imaging	imaging	ADJ
american_scientific_journal-4734	86	19	quality	quality	NOUN
american_scientific_journal-4734	86	20	of	of	ADP
american_scientific_journal-4734	86	21	the	the	DET
american_scientific_journal-4734	86	22	camera	camera	NOUN
american_scientific_journal-4734	86	23	,	,	PUNCT
american_scientific_journal-4734	86	24	the	the	DET
american_scientific_journal-4734	86	25	right	right	ADJ
american_scientific_journal-4734	86	26	lighting	lighting	NOUN
american_scientific_journal-4734	86	27	design	design	NOUN
american_scientific_journal-4734	86	28	can	can	AUX
american_scientific_journal-4734	86	29	not	not	PART
american_scientific_journal-4734	86	30	only	only	ADV
american_scientific_journal-4734	86	31	highlight	highlight	VERB
american_scientific_journal-4734	86	32	the	the	DET
american_scientific_journal-4734	86	33	important	important	ADJ
american_scientific_journal-4734	86	34	feature	feature	NOUN
american_scientific_journal-4734	86	35	of	of	ADP
american_scientific_journal-4734	86	36	the	the	DET
american_scientific_journal-4734	86	37	object	object	NOUN
american_scientific_journal-4734	86	38	to	to	PART
american_scientific_journal-4734	86	39	be	be	AUX
american_scientific_journal-4734	86	40	tested	test	VERB
american_scientific_journal-4734	86	41	,	,	PUNCT
american_scientific_journal-4734	86	42	but	but	CCONJ
american_scientific_journal-4734	86	43	can	can	AUX
american_scientific_journal-4734	86	44	be	be	AUX
american_scientific_journal-4734	86	45	the	the	DET
american_scientific_journal-4734	86	46	good	good	ADJ
american_scientific_journal-4734	86	47	characteristics	characteristic	NOUN
american_scientific_journal-4734	86	48	of	of	ADP
american_scientific_journal-4734	86	49	do	do	AUX
american_scientific_journal-4734	86	50	n't	not	PART
american_scientific_journal-4734	86	51	need	need	VERB
american_scientific_journal-4734	86	52	to	to	PART
american_scientific_journal-4734	86	53	contain	contain	VERB
american_scientific_journal-4734	86	54	,	,	PUNCT
american_scientific_journal-4734	86	55	reduce	reduce	VERB
american_scientific_journal-4734	86	56	interference	interference	NOUN
american_scientific_journal-4734	86	57	,	,	PUNCT
american_scientific_journal-4734	86	58	reduce	reduce	VERB
american_scientific_journal-4734	86	59	the	the	DET
american_scientific_journal-4734	86	60	difficulty	difficulty	NOUN
american_scientific_journal-4734	86	61	of	of	ADP
american_scientific_journal-4734	86	62	subsequent	subsequent	ADJ
american_scientific_journal-4734	86	63	algorithm	algorithm	NOUN
american_scientific_journal-4734	86	64	processing	processing	NOUN
american_scientific_journal-4734	86	65	,	,	PUNCT
american_scientific_journal-4734	86	66	improve	improve	VERB
american_scientific_journal-4734	86	67	the	the	DET
american_scientific_journal-4734	86	68	robustness	robustness	NOUN
american_scientific_journal-4734	86	69	of	of	ADP
american_scientific_journal-4734	86	70	the	the	DET
american_scientific_journal-4734	86	71	whole	whole	ADJ
american_scientific_journal-4734	86	72	system	system	NOUN
american_scientific_journal-4734	86	73	.	.	PUNCT
american_scientific_journal-4734	87	1	according	accord	VERB
american_scientific_journal-4734	87	2	to	to	ADP
american_scientific_journal-4734	87	3	the	the	DET
american_scientific_journal-4734	87	4	characteristics	characteristic	NOUN
american_scientific_journal-4734	87	5	of	of	ADP
american_scientific_journal-4734	87	6	the	the	DET
american_scientific_journal-4734	87	7	workpiece	workpiece	NOUN
american_scientific_journal-4734	87	8	to	to	PART
american_scientific_journal-4734	87	9	be	be	AUX
american_scientific_journal-4734	87	10	tested	test	VERB
american_scientific_journal-4734	87	11	,	,	PUNCT
american_scientific_journal-4734	87	12	a	a	DET
american_scientific_journal-4734	87	13	low	low	ADJ
american_scientific_journal-4734	87	14	-	-	PUNCT
american_scientific_journal-4734	87	15	angle	angle	NOUN
american_scientific_journal-4734	87	16	circular	circular	ADJ
american_scientific_journal-4734	87	17	light	light	NOUN
american_scientific_journal-4734	87	18	source	source	NOUN
american_scientific_journal-4734	87	19	is	be	AUX
american_scientific_journal-4734	87	20	used	use	VERB
american_scientific_journal-4734	87	21	in	in	ADP
american_scientific_journal-4734	87	22	this	this	DET
american_scientific_journal-4734	87	23	paper	paper	NOUN
american_scientific_journal-4734	87	24	to	to	PART
american_scientific_journal-4734	87	25	polish	polish	VERB
american_scientific_journal-4734	87	26	the	the	DET
american_scientific_journal-4734	87	27	workpiece	workpiece	NOUN
american_scientific_journal-4734	87	28	directly	directly	ADV
american_scientific_journal-4734	87	29	above	above	ADV
american_scientific_journal-4734	87	30	,	,	PUNCT
american_scientific_journal-4734	87	31	as	as	SCONJ
american_scientific_journal-4734	87	32	shown	show	VERB
american_scientific_journal-4734	87	33	in	in	ADP
american_scientific_journal-4734	87	34	figure	figure	NOUN
american_scientific_journal-4734	87	35	3	3	NUM
american_scientific_journal-4734	87	36	.	.	PUNCT
american_scientific_journal-4734	87	37	figure	figure	VERB
american_scientific_journal-4734	87	38	3	3	NUM
american_scientific_journal-4734	87	39	:	:	PUNCT
american_scientific_journal-4734	87	40	circular	circular	ADJ
american_scientific_journal-4734	87	41	light	light	ADJ
american_scientific_journal-4734	87	42	source	source	NOUN
american_scientific_journal-4734	87	43	2.2	2.2	NUM
american_scientific_journal-4734	87	44	visual	visual	ADJ
american_scientific_journal-4734	87	45	system	system	NOUN
american_scientific_journal-4734	87	46	calibration	calibration	NOUN
american_scientific_journal-4734	87	47	the	the	DET
american_scientific_journal-4734	87	48	images	image	NOUN
american_scientific_journal-4734	87	49	collected	collect	VERB
american_scientific_journal-4734	87	50	by	by	ADP
american_scientific_journal-4734	87	51	the	the	DET
american_scientific_journal-4734	87	52	visual	visual	ADJ
american_scientific_journal-4734	87	53	system	system	NOUN
american_scientific_journal-4734	87	54	on	on	ADP
american_scientific_journal-4734	87	55	the	the	DET
american_scientific_journal-4734	87	56	surface	surface	NOUN
american_scientific_journal-4734	87	57	of	of	ADP
american_scientific_journal-4734	87	58	automobile	automobile	NOUN
american_scientific_journal-4734	87	59	body	body	NOUN
american_scientific_journal-4734	87	60	parts	part	NOUN
american_scientific_journal-4734	87	61	are	be	AUX
american_scientific_journal-4734	87	62	two	two	NUM
american_scientific_journal-4734	87	63	-	-	PUNCT
american_scientific_journal-4734	87	64	dimensional	dimensional	ADJ
american_scientific_journal-4734	87	65	images	image	NOUN
american_scientific_journal-4734	87	66	.	.	PUNCT
american_scientific_journal-4734	88	1	the	the	DET
american_scientific_journal-4734	88	2	location	location	NOUN
american_scientific_journal-4734	88	3	information	information	NOUN
american_scientific_journal-4734	88	4	of	of	ADP
american_scientific_journal-4734	88	5	defects	defect	NOUN
american_scientific_journal-4734	88	6	detected	detect	VERB
american_scientific_journal-4734	88	7	by	by	ADP
american_scientific_journal-4734	88	8	the	the	DET
american_scientific_journal-4734	88	9	defect	defect	NOUN
american_scientific_journal-4734	88	10	detection	detection	NOUN
american_scientific_journal-4734	88	11	algorithm	algorithm	NOUN
american_scientific_journal-4734	88	12	is	be	AUX
american_scientific_journal-4734	88	13	also	also	ADV
american_scientific_journal-4734	88	14	two	two	NUM
american_scientific_journal-4734	88	15	-	-	PUNCT
american_scientific_journal-4734	88	16	dimensional	dimensional	ADJ
american_scientific_journal-4734	88	17	image	image	NOUN
american_scientific_journal-4734	88	18	coordinate	coordinate	NOUN
american_scientific_journal-4734	88	19	information	information	NOUN
american_scientific_journal-4734	88	20	.	.	PUNCT
american_scientific_journal-4734	89	1	in	in	ADP
american_scientific_journal-4734	89	2	order	order	NOUN
american_scientific_journal-4734	89	3	to	to	PART
american_scientific_journal-4734	89	4	map	map	VERB
american_scientific_journal-4734	89	5	the	the	DET
american_scientific_journal-4734	89	6	defect	defect	NOUN
american_scientific_journal-4734	89	7	image	image	NOUN
american_scientific_journal-4734	89	8	position	position	NOUN
american_scientific_journal-4734	89	9	to	to	ADP
american_scientific_journal-4734	89	10	the	the	DET
american_scientific_journal-4734	89	11	position	position	NOUN
american_scientific_journal-4734	89	12	in	in	ADP
american_scientific_journal-4734	89	13	the	the	DET
american_scientific_journal-4734	89	14	real	real	ADJ
american_scientific_journal-4734	89	15	space	space	NOUN
american_scientific_journal-4734	89	16	,	,	PUNCT
american_scientific_journal-4734	89	17	this	this	DET
american_scientific_journal-4734	89	18	paper	paper	NOUN
american_scientific_journal-4734	89	19	adopts	adopt	VERB
american_scientific_journal-4734	89	20	the	the	DET
american_scientific_journal-4734	89	21	camera	camera	NOUN
american_scientific_journal-4734	89	22	perspective	perspective	PROPN
american_scientific_journal-4734	89	23	projection	projection	NOUN
american_scientific_journal-4734	89	24	model	model	NOUN
american_scientific_journal-4734	89	25	,	,	PUNCT
american_scientific_journal-4734	89	26	and	and	CCONJ
american_scientific_journal-4734	89	27	the	the	DET
american_scientific_journal-4734	89	28	process	process	NOUN
american_scientific_journal-4734	89	29	of	of	ADP
american_scientific_journal-4734	89	30	obtaining	obtain	VERB
american_scientific_journal-4734	89	31	the	the	DET
american_scientific_journal-4734	89	32	mapping	mapping	NOUN
american_scientific_journal-4734	89	33	relationship	relationship	NOUN
american_scientific_journal-4734	89	34	by	by	ADP
american_scientific_journal-4734	89	35	solving	solve	VERB
american_scientific_journal-4734	89	36	the	the	DET
american_scientific_journal-4734	89	37	model	model	NOUN
american_scientific_journal-4734	89	38	parameters	parameter	NOUN
american_scientific_journal-4734	89	39	is	be	AUX
american_scientific_journal-4734	89	40	camera	camera	NOUN
american_scientific_journal-4734	89	41	calibration[4	calibration[4	NOUN
american_scientific_journal-4734	89	42	-	-	PUNCT
american_scientific_journal-4734	89	43	5	5	NUM
american_scientific_journal-4734	89	44	]	]	PUNCT
american_scientific_journal-4734	89	45	.	.	PUNCT
american_scientific_journal-4734	90	1	2.2.1	2.2.1	NUM
american_scientific_journal-4734	90	2	camera	camera	NOUN
american_scientific_journal-4734	90	3	perspective	perspective	NOUN
american_scientific_journal-4734	90	4	projection	projection	NOUN
american_scientific_journal-4734	90	5	model	model	NOUN
american_scientific_journal-4734	90	6	camera	camera	NOUN
american_scientific_journal-4734	90	7	imaging	imaging	NOUN
american_scientific_journal-4734	90	8	model	model	NOUN
american_scientific_journal-4734	90	9	is	be	AUX
american_scientific_journal-4734	90	10	divided	divide	VERB
american_scientific_journal-4734	90	11	into	into	ADP
american_scientific_journal-4734	90	12	linear	linear	ADJ
american_scientific_journal-4734	90	13	model	model	NOUN
american_scientific_journal-4734	90	14	and	and	CCONJ
american_scientific_journal-4734	90	15	nonlinear	nonlinear	ADJ
american_scientific_journal-4734	90	16	model	model	NOUN
american_scientific_journal-4734	90	17	.	.	PUNCT
american_scientific_journal-4734	91	1	without	without	ADP
american_scientific_journal-4734	91	2	considering	consider	VERB
american_scientific_journal-4734	91	3	the	the	DET
american_scientific_journal-4734	91	4	lens	lens	NOUN
american_scientific_journal-4734	91	5	distortion	distortion	NOUN
american_scientific_journal-4734	91	6	,	,	PUNCT
american_scientific_journal-4734	91	7	the	the	DET
american_scientific_journal-4734	91	8	camera	camera	NOUN
american_scientific_journal-4734	91	9	imaging	imaging	NOUN
american_scientific_journal-4734	91	10	model	model	NOUN
american_scientific_journal-4734	91	11	is	be	AUX
american_scientific_journal-4734	91	12	a	a	DET
american_scientific_journal-4734	91	13	linear	linear	ADJ
american_scientific_journal-4734	91	14	model	model	NOUN
american_scientific_journal-4734	91	15	.	.	PUNCT
american_scientific_journal-4734	92	1	the	the	DET
american_scientific_journal-4734	92	2	perspective	perspective	PROPN
american_scientific_journal-4734	92	3	projection	projection	NOUN
american_scientific_journal-4734	92	4	model	model	NOUN
american_scientific_journal-4734	92	5	is	be	AUX
american_scientific_journal-4734	92	6	the	the	DET
american_scientific_journal-4734	92	7	most	most	ADV
american_scientific_journal-4734	92	8	commonly	commonly	ADV
american_scientific_journal-4734	92	9	used	use	VERB
american_scientific_journal-4734	92	10	linear	linear	PROPN
american_scientific_journal-4734	92	11	model	model	NOUN
american_scientific_journal-4734	92	12	,	,	PUNCT
american_scientific_journal-4734	92	13	as	as	SCONJ
american_scientific_journal-4734	92	14	shown	show	VERB
american_scientific_journal-4734	92	15	in	in	ADP
american_scientific_journal-4734	92	16	figure	figure	NOUN
american_scientific_journal-4734	92	17	4	4	NUM
american_scientific_journal-4734	92	18	.	.	NOUN
american_scientific_journal-4734	92	19	perspective	perspective	PROPN
american_scientific_journal-4734	92	20	projection	projection	NOUN
american_scientific_journal-4734	92	21	model	model	NOUN
american_scientific_journal-4734	92	22	is	be	AUX
american_scientific_journal-4734	92	23	to	to	PART
american_scientific_journal-4734	92	24	project	project	VERB
american_scientific_journal-4734	92	25	the	the	DET
american_scientific_journal-4734	92	26	three	three	NUM
american_scientific_journal-4734	92	27	-	-	PUNCT
american_scientific_journal-4734	92	28	dimensional	dimensional	ADJ
american_scientific_journal-4734	92	29	model	model	NOUN
american_scientific_journal-4734	92	30	of	of	ADP
american_scientific_journal-4734	92	31	the	the	DET
american_scientific_journal-4734	92	32	real	real	ADJ
american_scientific_journal-4734	92	33	world	world	NOUN
american_scientific_journal-4734	92	34	onto	onto	ADP
american_scientific_journal-4734	92	35	the	the	DET
american_scientific_journal-4734	92	36	two	two	NUM
american_scientific_journal-4734	92	37	-	-	PUNCT
american_scientific_journal-4734	92	38	dimensional	dimensional	ADJ
american_scientific_journal-4734	92	39	plane	plane	NOUN
american_scientific_journal-4734	92	40	of	of	ADP
american_scientific_journal-4734	92	41	the	the	DET
american_scientific_journal-4734	92	42	camera	camera	NOUN
american_scientific_journal-4734	92	43	lens	lens	NOUN
american_scientific_journal-4734	92	44	.	.	PUNCT
american_scientific_journal-4734	93	1	this	this	DET
american_scientific_journal-4734	93	2	process	process	NOUN
american_scientific_journal-4734	93	3	can	can	AUX
american_scientific_journal-4734	93	4	be	be	AUX
american_scientific_journal-4734	93	5	represented	represent	VERB
american_scientific_journal-4734	93	6	by	by	ADP
american_scientific_journal-4734	93	7	the	the	DET
american_scientific_journal-4734	93	8	coordinate	coordinate	NOUN
american_scientific_journal-4734	93	9	transformation	transformation	NOUN
american_scientific_journal-4734	93	10	between	between	ADP
american_scientific_journal-4734	93	11	the	the	DET
american_scientific_journal-4734	93	12	four	four	NUM
american_scientific_journal-4734	93	13	coordinate	coordinate	NOUN
american_scientific_journal-4734	93	14	systems	system	NOUN
american_scientific_journal-4734	93	15	.	.	PUNCT
american_scientific_journal-4734	94	1	the	the	DET
american_scientific_journal-4734	94	2	perspective	perspective	PROPN
american_scientific_journal-4734	94	3	projection	projection	NOUN
american_scientific_journal-4734	94	4	model	model	NOUN
american_scientific_journal-4734	94	5	consists	consist	VERB
american_scientific_journal-4734	94	6	of	of	ADP
american_scientific_journal-4734	94	7	four	four	NUM
american_scientific_journal-4734	94	8	coordinate	coordinate	NOUN
american_scientific_journal-4734	94	9	systems	system	NOUN
american_scientific_journal-4734	94	10	:	:	PUNCT
american_scientific_journal-4734	94	11	camera	camera	NOUN
american_scientific_journal-4734	94	12	coordinate	coordinate	NOUN
american_scientific_journal-4734	94	13	system	system	NOUN
american_scientific_journal-4734	94	14	c	c	NOUN
american_scientific_journal-4734	94	15	c	c	NOUN
american_scientific_journal-4734	94	16	c	c	X
american_scientific_journal-4734	94	17	co	co	VERB
american_scientific_journal-4734	94	18	x	x	X
american_scientific_journal-4734	94	19	y	y	PROPN
american_scientific_journal-4734	94	20	z−	z−	PROPN
american_scientific_journal-4734	94	21	,	,	PUNCT
american_scientific_journal-4734	94	22	world	world	NOUN
american_scientific_journal-4734	94	23	coordinate	coordinate	NOUN
american_scientific_journal-4734	94	24	system	system	NOUN
american_scientific_journal-4734	94	25	w	w	PROPN
american_scientific_journal-4734	94	26	w	w	PROPN
american_scientific_journal-4734	94	27	w	w	PROPN
american_scientific_journal-4734	94	28	wo	wo	PROPN
american_scientific_journal-4734	94	29	x	x	PROPN
american_scientific_journal-4734	94	30	y	y	PROPN
american_scientific_journal-4734	94	31	z−	z−	PROPN
american_scientific_journal-4734	94	32	,	,	PUNCT
american_scientific_journal-4734	94	33	image	image	NOUN
american_scientific_journal-4734	94	34	plane	plane	NOUN
american_scientific_journal-4734	94	35	coordinate	coordinate	NOUN
american_scientific_journal-4734	94	36	system	system	NOUN
american_scientific_journal-4734	94	37	o	o	NOUN
american_scientific_journal-4734	94	38	xy′	xy′	PUNCT
american_scientific_journal-4734	95	1	−	−	NOUN
american_scientific_journal-4734	95	2	and	and	CCONJ
american_scientific_journal-4734	95	3	image	image	NOUN
american_scientific_journal-4734	95	4	coordinate	coordinate	NOUN
american_scientific_journal-4734	95	5	system	system	NOUN
american_scientific_journal-4734	95	6	o	o	NOUN
american_scientific_journal-4734	95	7	uv−	uv−	PUNCT
american_scientific_journal-4734	95	8	.	.	PUNCT
american_scientific_journal-4734	96	1	the	the	DET
american_scientific_journal-4734	96	2	world	world	NOUN
american_scientific_journal-4734	96	3	coordinate	coordinate	NOUN
american_scientific_journal-4734	96	4	system	system	NOUN
american_scientific_journal-4734	96	5	and	and	CCONJ
american_scientific_journal-4734	96	6	the	the	DET
american_scientific_journal-4734	96	7	camera	camera	NOUN
american_scientific_journal-4734	96	8	coordinate	coordinate	NOUN
american_scientific_journal-4734	96	9	system	system	NOUN
american_scientific_journal-4734	96	10	are	be	AUX
american_scientific_journal-4734	96	11	coordinates	coordinate	NOUN
american_scientific_journal-4734	96	12	in	in	ADP
american_scientific_journal-4734	96	13	the	the	DET
american_scientific_journal-4734	96	14	object	object	NOUN
american_scientific_journal-4734	96	15	space	space	NOUN
american_scientific_journal-4734	96	16	,	,	PUNCT
american_scientific_journal-4734	96	17	the	the	DET
american_scientific_journal-4734	96	18	image	image	NOUN
american_scientific_journal-4734	96	19	plane	plane	NOUN
american_scientific_journal-4734	96	20	coordinate	coordinate	NOUN
american_scientific_journal-4734	96	21	system	system	NOUN
american_scientific_journal-4734	96	22	and	and	CCONJ
american_scientific_journal-4734	96	23	the	the	DET
american_scientific_journal-4734	96	24	image	image	NOUN
american_scientific_journal-4734	96	25	coordinate	coordinate	NOUN
american_scientific_journal-4734	96	26	system	system	NOUN
american_scientific_journal-4734	96	27	are	be	AUX
american_scientific_journal-4734	96	28	coordinates	coordinate	NOUN
american_scientific_journal-4734	96	29	in	in	ADP
american_scientific_journal-4734	96	30	the	the	DET
american_scientific_journal-4734	96	31	image	image	NOUN
american_scientific_journal-4734	96	32	space	space	NOUN
american_scientific_journal-4734	96	33	.	.	PUNCT
american_scientific_journal-4734	97	1	the	the	DET
american_scientific_journal-4734	97	2	coordinate	coordinate	NOUN
american_scientific_journal-4734	97	3	of	of	ADP
american_scientific_journal-4734	97	4	3d	3d	NUM
american_scientific_journal-4734	97	5	point	point	NOUN
american_scientific_journal-4734	97	6	in	in	ADP
american_scientific_journal-4734	97	7	the	the	DET
american_scientific_journal-4734	97	8	world	world	NOUN
american_scientific_journal-4734	97	9	coordinate	coordinate	NOUN
american_scientific_journal-4734	97	10	system	system	NOUN
american_scientific_journal-4734	97	11	is	be	AUX
american_scientific_journal-4734	97	12	(	(	PUNCT
american_scientific_journal-4734	97	13	)	)	PUNCT
american_scientific_journal-4734	97	14	w	w	PROPN
american_scientific_journal-4734	97	15	w	w	PROPN
american_scientific_journal-4734	97	16	w	w	PROPN
american_scientific_journal-4734	97	17	,	,	PUNCT
american_scientific_journal-4734	97	18	,	,	PUNCT
american_scientific_journal-4734	97	19	x	x	PROPN
american_scientific_journal-4734	97	20	y	y	PROPN
american_scientific_journal-4734	97	21	z	z	PROPN
american_scientific_journal-4734	97	22	,	,	PUNCT
american_scientific_journal-4734	97	23	the	the	DET
american_scientific_journal-4734	97	24	coordinate	coordinate	NOUN
american_scientific_journal-4734	97	25	of	of	ADP
american_scientific_journal-4734	97	26	camera	camera	NOUN
american_scientific_journal-4734	97	27	coordinate	coordinate	NOUN
american_scientific_journal-4734	97	28	american	american	PROPN
american_scientific_journal-4734	97	29	scientific	scientific	ADJ
american_scientific_journal-4734	97	30	research	research	NOUN
american_scientific_journal-4734	97	31	journal	journal	NOUN
american_scientific_journal-4734	97	32	for	for	ADP
american_scientific_journal-4734	97	33	engineering	engineering	NOUN
american_scientific_journal-4734	97	34	,	,	PUNCT
american_scientific_journal-4734	97	35	technology	technology	NOUN
american_scientific_journal-4734	97	36	,	,	PUNCT
american_scientific_journal-4734	97	37	and	and	CCONJ
american_scientific_journal-4734	97	38	sciences	science	NOUN
american_scientific_journal-4734	97	39	(	(	PUNCT
american_scientific_journal-4734	97	40	asrjets	asrjet	NOUN
american_scientific_journal-4734	97	41	)	)	PUNCT
american_scientific_journal-4734	97	42	(	(	PUNCT
american_scientific_journal-4734	97	43	2019	2019	NUM
american_scientific_journal-4734	97	44	)	)	PUNCT
american_scientific_journal-4734	97	45	volume	volume	NOUN
american_scientific_journal-4734	97	46	53	53	NUM
american_scientific_journal-4734	97	47	,	,	PUNCT
american_scientific_journal-4734	97	48	no	no	DET
american_scientific_journal-4734	97	49	1	1	NUM
american_scientific_journal-4734	97	50	,	,	PUNCT
american_scientific_journal-4734	97	51	pp	pp	ADV
american_scientific_journal-4734	97	52	128	128	NUM
american_scientific_journal-4734	97	53	-	-	SYM
american_scientific_journal-4734	97	54	144	144	NUM
american_scientific_journal-4734	97	55	134	134	NUM
american_scientific_journal-4734	97	56	system	system	NOUN
american_scientific_journal-4734	97	57	is	be	AUX
american_scientific_journal-4734	97	58	(	(	PUNCT
american_scientific_journal-4734	97	59	)	)	PUNCT
american_scientific_journal-4734	97	60	c	c	NOUN
american_scientific_journal-4734	97	61	c	c	NOUN
american_scientific_journal-4734	97	62	c	c	X
american_scientific_journal-4734	97	63	,	,	PUNCT
american_scientific_journal-4734	97	64	,	,	PUNCT
american_scientific_journal-4734	97	65	x	x	PROPN
american_scientific_journal-4734	97	66	y	y	PROPN
american_scientific_journal-4734	97	67	z	z	PROPN
american_scientific_journal-4734	97	68	,	,	PUNCT
american_scientific_journal-4734	97	69	the	the	DET
american_scientific_journal-4734	97	70	coordinate	coordinate	NOUN
american_scientific_journal-4734	97	71	of	of	ADP
american_scientific_journal-4734	97	72	image	image	NOUN
american_scientific_journal-4734	97	73	point	point	NOUN
american_scientific_journal-4734	97	74	in	in	ADP
american_scientific_journal-4734	97	75	the	the	DET
american_scientific_journal-4734	97	76	image	image	NOUN
american_scientific_journal-4734	97	77	plane	plane	NOUN
american_scientific_journal-4734	97	78	coordinate	coordinate	NOUN
american_scientific_journal-4734	97	79	system	system	NOUN
american_scientific_journal-4734	97	80	is	be	AUX
american_scientific_journal-4734	97	81	(	(	PUNCT
american_scientific_journal-4734	97	82	)	)	PUNCT
american_scientific_journal-4734	97	83	,	,	PUNCT
american_scientific_journal-4734	97	84	x	x	PUNCT
american_scientific_journal-4734	97	85	y	y	PROPN
american_scientific_journal-4734	97	86	,	,	PUNCT
american_scientific_journal-4734	97	87	and	and	CCONJ
american_scientific_journal-4734	97	88	(	(	PUNCT
american_scientific_journal-4734	97	89	)	)	PUNCT
american_scientific_journal-4734	97	90	,	,	PUNCT
american_scientific_journal-4734	97	91	u	u	NOUN
american_scientific_journal-4734	97	92	v	v	NOUN
american_scientific_journal-4734	97	93	is	be	AUX
american_scientific_journal-4734	97	94	the	the	DET
american_scientific_journal-4734	97	95	corresponding	corresponding	ADJ
american_scientific_journal-4734	97	96	position	position	NOUN
american_scientific_journal-4734	97	97	in	in	ADP
american_scientific_journal-4734	97	98	the	the	DET
american_scientific_journal-4734	97	99	image	image	NOUN
american_scientific_journal-4734	97	100	coordinate	coordinate	NOUN
american_scientific_journal-4734	97	101	system	system	NOUN
american_scientific_journal-4734	97	102	.	.	PUNCT
american_scientific_journal-4734	98	1	world	world	NOUN
american_scientific_journal-4734	98	2	coordinate	coordinate	NOUN
american_scientific_journal-4734	98	3	system	system	NOUN
american_scientific_journal-4734	98	4	image	image	NOUN
american_scientific_journal-4734	98	5	coordinate	coordinate	NOUN
american_scientific_journal-4734	98	6	system	system	NOUN
american_scientific_journal-4734	98	7	image	image	NOUN
american_scientific_journal-4734	98	8	plane	plane	NOUN
american_scientific_journal-4734	98	9	coordinate	coordinate	NOUN
american_scientific_journal-4734	98	10	system	system	NOUN
american_scientific_journal-4734	98	11	camera	camera	NOUN
american_scientific_journal-4734	98	12	coordinate	coordinate	NOUN
american_scientific_journal-4734	98	13	system	system	NOUN
american_scientific_journal-4734	98	14	w	w	PROPN
american_scientific_journal-4734	98	15	w	w	PROPN
american_scientific_journal-4734	98	16	w(x	w(x	PROPN
american_scientific_journal-4734	98	17	,	,	PUNCT
american_scientific_journal-4734	98	18	y	y	PROPN
american_scientific_journal-4734	98	19	,	,	PUNCT
american_scientific_journal-4734	98	20	z	z	NOUN
american_scientific_journal-4734	98	21	)	)	PUNCT
american_scientific_journal-4734	98	22	p	p	X
american_scientific_journal-4734	98	23	wx	wx	PROPN
american_scientific_journal-4734	98	24	wy	wy	PROPN
american_scientific_journal-4734	98	25	wz	wz	PROPN
american_scientific_journal-4734	98	26	wo	will	AUX
american_scientific_journal-4734	98	27	co	co	VERB
american_scientific_journal-4734	98	28	cx	cx	PROPN
american_scientific_journal-4734	98	29	cy	cy	VERB
american_scientific_journal-4734	98	30	cz	cz	PROPN
american_scientific_journal-4734	98	31	x	x	PUNCT
american_scientific_journal-4734	98	32	y	y	NOUN
american_scientific_journal-4734	98	33	o′	o′	NOUN
american_scientific_journal-4734	99	1	o	o	X
american_scientific_journal-4734	100	1	u	u	NOUN
american_scientific_journal-4734	100	2	v	v	X
american_scientific_journal-4734	100	3	(	(	PUNCT
american_scientific_journal-4734	100	4	x	x	NOUN
american_scientific_journal-4734	100	5	,	,	PUNCT
american_scientific_journal-4734	100	6	y)p′	y)p′	PROPN
american_scientific_journal-4734	100	7	(	(	PUNCT
american_scientific_journal-4734	100	8	,	,	PUNCT
american_scientific_journal-4734	100	9	)	)	PUNCT
american_scientific_journal-4734	100	10	p	p	NOUN
american_scientific_journal-4734	100	11	u	u	X
american_scientific_journal-4734	100	12	v	v	X
american_scientific_journal-4734	100	13	f	f	PROPN
american_scientific_journal-4734	100	14	figure	figure	NOUN
american_scientific_journal-4734	100	15	4	4	NUM
american_scientific_journal-4734	100	16	:	:	PUNCT
american_scientific_journal-4734	100	17	perspective	perspective	PROPN
american_scientific_journal-4734	100	18	projection	projection	NOUN
american_scientific_journal-4734	100	19	model	model	NOUN
american_scientific_journal-4734	100	20	•	•	PROPN
american_scientific_journal-4734	100	21	world	world	NOUN
american_scientific_journal-4734	100	22	coordinate	coordinate	NOUN
american_scientific_journal-4734	100	23	system	system	NOUN
american_scientific_journal-4734	100	24	w	w	PROPN
american_scientific_journal-4734	100	25	w	w	PROPN
american_scientific_journal-4734	100	26	w	w	PROPN
american_scientific_journal-4734	100	27	wo	wo	PROPN
american_scientific_journal-4734	100	28	x	x	SYM
american_scientific_journal-4734	100	29	y	y	PROPN
american_scientific_journal-4734	100	30	z−	z−	PROPN
american_scientific_journal-4734	100	31	the	the	DET
american_scientific_journal-4734	100	32	world	world	NOUN
american_scientific_journal-4734	100	33	coordinate	coordinate	NOUN
american_scientific_journal-4734	100	34	system	system	NOUN
american_scientific_journal-4734	100	35	is	be	AUX
american_scientific_journal-4734	100	36	also	also	ADV
american_scientific_journal-4734	100	37	called	call	VERB
american_scientific_journal-4734	100	38	the	the	DET
american_scientific_journal-4734	100	39	absolute	absolute	ADJ
american_scientific_journal-4734	100	40	coordinate	coordinate	NOUN
american_scientific_journal-4734	100	41	system	system	NOUN
american_scientific_journal-4734	100	42	.	.	PUNCT
american_scientific_journal-4734	101	1	it	it	PRON
american_scientific_journal-4734	101	2	is	be	AUX
american_scientific_journal-4734	101	3	the	the	DET
american_scientific_journal-4734	101	4	three	three	NUM
american_scientific_journal-4734	101	5	-	-	PUNCT
american_scientific_journal-4734	101	6	dimensional	dimensional	ADJ
american_scientific_journal-4734	101	7	coordinate	coordinate	NOUN
american_scientific_journal-4734	101	8	system	system	NOUN
american_scientific_journal-4734	101	9	of	of	ADP
american_scientific_journal-4734	101	10	the	the	DET
american_scientific_journal-4734	101	11	actual	actual	ADJ
american_scientific_journal-4734	101	12	space	space	NOUN
american_scientific_journal-4734	101	13	between	between	ADP
american_scientific_journal-4734	101	14	the	the	DET
american_scientific_journal-4734	101	15	camera	camera	NOUN
american_scientific_journal-4734	101	16	and	and	CCONJ
american_scientific_journal-4734	101	17	the	the	DET
american_scientific_journal-4734	101	18	object	object	NOUN
american_scientific_journal-4734	101	19	under	under	ADP
american_scientific_journal-4734	101	20	test	test	NOUN
american_scientific_journal-4734	101	21	.	.	PUNCT
american_scientific_journal-4734	102	1	the	the	DET
american_scientific_journal-4734	102	2	coordinate	coordinate	NOUN
american_scientific_journal-4734	102	3	system	system	NOUN
american_scientific_journal-4734	102	4	can	can	AUX
american_scientific_journal-4734	102	5	be	be	AUX
american_scientific_journal-4734	102	6	established	establish	VERB
american_scientific_journal-4734	102	7	in	in	ADP
american_scientific_journal-4734	102	8	a	a	DET
american_scientific_journal-4734	102	9	certain	certain	ADJ
american_scientific_journal-4734	102	10	position	position	NOUN
american_scientific_journal-4734	102	11	in	in	ADP
american_scientific_journal-4734	102	12	the	the	DET
american_scientific_journal-4734	102	13	real	real	ADJ
american_scientific_journal-4734	102	14	space	space	NOUN
american_scientific_journal-4734	102	15	according	accord	VERB
american_scientific_journal-4734	102	16	to	to	ADP
american_scientific_journal-4734	102	17	the	the	DET
american_scientific_journal-4734	102	18	actual	actual	ADJ
american_scientific_journal-4734	102	19	needs	need	NOUN
american_scientific_journal-4734	102	20	.	.	PUNCT
american_scientific_journal-4734	103	1	•	•	NUM
american_scientific_journal-4734	103	2	camera	camera	NOUN
american_scientific_journal-4734	103	3	coordinate	coordinate	NOUN
american_scientific_journal-4734	103	4	system	system	NOUN
american_scientific_journal-4734	103	5	c	c	NOUN
american_scientific_journal-4734	103	6	c	c	NOUN
american_scientific_journal-4734	103	7	c	c	X
american_scientific_journal-4734	103	8	co	co	VERB
american_scientific_journal-4734	103	9	x	x	X
american_scientific_journal-4734	103	10	y	y	PROPN
american_scientific_journal-4734	103	11	z−	z−	PROPN
american_scientific_journal-4734	103	12	the	the	DET
american_scientific_journal-4734	103	13	origin	origin	NOUN
american_scientific_journal-4734	103	14	co	co	NOUN
american_scientific_journal-4734	103	15	of	of	ADP
american_scientific_journal-4734	103	16	the	the	DET
american_scientific_journal-4734	103	17	camera	camera	NOUN
american_scientific_journal-4734	103	18	coordinate	coordinate	NOUN
american_scientific_journal-4734	103	19	system	system	NOUN
american_scientific_journal-4734	103	20	is	be	AUX
american_scientific_journal-4734	103	21	the	the	DET
american_scientific_journal-4734	103	22	camera	camera	NOUN
american_scientific_journal-4734	103	23	optical	optical	ADJ
american_scientific_journal-4734	103	24	center	center	NOUN
american_scientific_journal-4734	103	25	,	,	PUNCT
american_scientific_journal-4734	103	26	and	and	CCONJ
american_scientific_journal-4734	103	27	the	the	DET
american_scientific_journal-4734	103	28	z	z	NOUN
american_scientific_journal-4734	103	29	-	-	PUNCT
american_scientific_journal-4734	103	30	axis	axis	NOUN
american_scientific_journal-4734	103	31	coincides	coincide	VERB
american_scientific_journal-4734	103	32	with	with	ADP
american_scientific_journal-4734	103	33	the	the	DET
american_scientific_journal-4734	103	34	camera	camera	NOUN
american_scientific_journal-4734	103	35	optical	optical	ADJ
american_scientific_journal-4734	103	36	axis	axis	NOUN
american_scientific_journal-4734	103	37	,	,	PUNCT
american_scientific_journal-4734	103	38	which	which	PRON
american_scientific_journal-4734	103	39	is	be	AUX
american_scientific_journal-4734	103	40	perpendicular	perpendicular	ADJ
american_scientific_journal-4734	103	41	to	to	ADP
american_scientific_journal-4734	103	42	the	the	DET
american_scientific_journal-4734	103	43	image	image	NOUN
american_scientific_journal-4734	103	44	plane	plane	NOUN
american_scientific_journal-4734	103	45	and	and	CCONJ
american_scientific_journal-4734	103	46	takes	take	VERB
american_scientific_journal-4734	103	47	the	the	DET
american_scientific_journal-4734	103	48	shooting	shooting	NOUN
american_scientific_journal-4734	103	49	direction	direction	NOUN
american_scientific_journal-4734	103	50	as	as	ADP
american_scientific_journal-4734	103	51	the	the	DET
american_scientific_journal-4734	103	52	positive	positive	ADJ
american_scientific_journal-4734	103	53	direction	direction	NOUN
american_scientific_journal-4734	103	54	.	.	PUNCT
american_scientific_journal-4734	104	1	the	the	DET
american_scientific_journal-4734	104	2	axes	axis	NOUN
american_scientific_journal-4734	104	3	cx	cx	INTJ
american_scientific_journal-4734	104	4	and	and	CCONJ
american_scientific_journal-4734	104	5	cy	cy	PROPN
american_scientific_journal-4734	104	6	are	be	AUX
american_scientific_journal-4734	104	7	parallel	parallel	ADJ
american_scientific_journal-4734	104	8	to	to	ADP
american_scientific_journal-4734	104	9	the	the	DET
american_scientific_journal-4734	104	10	axes	axis	NOUN
american_scientific_journal-4734	104	11	x	x	PUNCT
american_scientific_journal-4734	104	12	and	and	CCONJ
american_scientific_journal-4734	104	13	y	y	PROPN
american_scientific_journal-4734	104	14	in	in	ADP
american_scientific_journal-4734	104	15	the	the	DET
american_scientific_journal-4734	104	16	plane	plane	NOUN
american_scientific_journal-4734	104	17	coordinate	coordinate	NOUN
american_scientific_journal-4734	104	18	system	system	NOUN
american_scientific_journal-4734	104	19	.	.	PUNCT
american_scientific_journal-4734	105	1	•	•	NUM
american_scientific_journal-4734	105	2	image	image	NOUN
american_scientific_journal-4734	105	3	plane	plane	NOUN
american_scientific_journal-4734	105	4	coordinate	coordinate	NOUN
american_scientific_journal-4734	105	5	system	system	NOUN
american_scientific_journal-4734	105	6	o	o	NOUN
american_scientific_journal-4734	106	1	xy′	xy′	PROPN
american_scientific_journal-4734	107	1	−	−	PROPN
american_scientific_journal-4734	107	2	the	the	DET
american_scientific_journal-4734	107	3	image	image	NOUN
american_scientific_journal-4734	107	4	plane	plane	NOUN
american_scientific_journal-4734	107	5	coordinate	coordinate	NOUN
american_scientific_journal-4734	107	6	system	system	NOUN
american_scientific_journal-4734	107	7	is	be	AUX
american_scientific_journal-4734	107	8	based	base	VERB
american_scientific_journal-4734	107	9	on	on	ADP
american_scientific_journal-4734	107	10	the	the	DET
american_scientific_journal-4734	107	11	camera	camera	NOUN
american_scientific_journal-4734	107	12	ccd	ccd	PROPN
american_scientific_journal-4734	107	13	chip	chip	NOUN
american_scientific_journal-4734	107	14	plane	plane	NOUN
american_scientific_journal-4734	107	15	.	.	PUNCT
american_scientific_journal-4734	108	1	the	the	DET
american_scientific_journal-4734	108	2	origin	origin	NOUN
american_scientific_journal-4734	108	3	of	of	ADP
american_scientific_journal-4734	108	4	the	the	DET
american_scientific_journal-4734	108	5	coordinate	coordinate	NOUN
american_scientific_journal-4734	108	6	system	system	NOUN
american_scientific_journal-4734	108	7	is	be	AUX
american_scientific_journal-4734	108	8	the	the	DET
american_scientific_journal-4734	108	9	intersection	intersection	NOUN
american_scientific_journal-4734	108	10	of	of	ADP
american_scientific_journal-4734	108	11	the	the	DET
american_scientific_journal-4734	108	12	optical	optical	ADJ
american_scientific_journal-4734	108	13	axis	axis	NOUN
american_scientific_journal-4734	108	14	and	and	CCONJ
american_scientific_journal-4734	108	15	the	the	DET
american_scientific_journal-4734	108	16	imaging	imaging	NOUN
american_scientific_journal-4734	108	17	plane	plane	NOUN
american_scientific_journal-4734	108	18	.	.	PUNCT
american_scientific_journal-4734	109	1	the	the	DET
american_scientific_journal-4734	109	2	coordinate	coordinate	NOUN
american_scientific_journal-4734	109	3	of	of	ADP
american_scientific_journal-4734	109	4	the	the	DET
american_scientific_journal-4734	109	5	origin	origin	NOUN
american_scientific_journal-4734	109	6	in	in	ADP
american_scientific_journal-4734	109	7	the	the	DET
american_scientific_journal-4734	109	8	camera	camera	NOUN
american_scientific_journal-4734	109	9	coordinate	coordinate	NOUN
american_scientific_journal-4734	109	10	system	system	NOUN
american_scientific_journal-4734	109	11	is	be	AUX
american_scientific_journal-4734	109	12	(	(	PUNCT
american_scientific_journal-4734	109	13	0,0	0,0	NOUN
american_scientific_journal-4734	109	14	,	,	PUNCT
american_scientific_journal-4734	109	15	)	)	PUNCT
american_scientific_journal-4734	109	16	f	f	X
american_scientific_journal-4734	109	17	.	.	PUNCT
american_scientific_journal-4734	110	1	as	as	SCONJ
american_scientific_journal-4734	110	2	can	can	AUX
american_scientific_journal-4734	110	3	be	be	AUX
american_scientific_journal-4734	110	4	seen	see	VERB
american_scientific_journal-4734	110	5	,	,	PUNCT
american_scientific_journal-4734	110	6	the	the	DET
american_scientific_journal-4734	110	7	relationship	relationship	NOUN
american_scientific_journal-4734	110	8	between	between	ADP
american_scientific_journal-4734	110	9	the	the	DET
american_scientific_journal-4734	110	10	plane	plane	NOUN
american_scientific_journal-4734	110	11	coordinate	coordinate	NOUN
american_scientific_journal-4734	110	12	system	system	NOUN
american_scientific_journal-4734	110	13	and	and	CCONJ
american_scientific_journal-4734	110	14	the	the	DET
american_scientific_journal-4734	110	15	camera	camera	NOUN
american_scientific_journal-4734	110	16	coordinate	coordinate	NOUN
american_scientific_journal-4734	110	17	system	system	NOUN
american_scientific_journal-4734	110	18	is	be	AUX
american_scientific_journal-4734	110	19	the	the	DET
american_scientific_journal-4734	110	20	translation	translation	NOUN
american_scientific_journal-4734	110	21	along	along	ADP
american_scientific_journal-4734	110	22	the	the	DET
american_scientific_journal-4734	110	23	z	z	NOUN
american_scientific_journal-4734	110	24	axis	axis	NOUN
american_scientific_journal-4734	110	25	.	.	PUNCT
american_scientific_journal-4734	111	1	the	the	DET
american_scientific_journal-4734	111	2	translation	translation	NOUN
american_scientific_journal-4734	111	3	is	be	AUX
american_scientific_journal-4734	111	4	the	the	DET
american_scientific_journal-4734	111	5	focal	focal	ADJ
american_scientific_journal-4734	111	6	length	length	NOUN
american_scientific_journal-4734	111	7	of	of	ADP
american_scientific_journal-4734	111	8	american	american	ADJ
american_scientific_journal-4734	111	9	scientific	scientific	ADJ
american_scientific_journal-4734	111	10	research	research	NOUN
american_scientific_journal-4734	111	11	journal	journal	NOUN
american_scientific_journal-4734	111	12	for	for	ADP
american_scientific_journal-4734	111	13	engineering	engineering	NOUN
american_scientific_journal-4734	111	14	,	,	PUNCT
american_scientific_journal-4734	111	15	technology	technology	NOUN
american_scientific_journal-4734	111	16	,	,	PUNCT
american_scientific_journal-4734	111	17	and	and	CCONJ
american_scientific_journal-4734	111	18	sciences	science	NOUN
american_scientific_journal-4734	111	19	(	(	PUNCT
american_scientific_journal-4734	111	20	asrjets	asrjet	NOUN
american_scientific_journal-4734	111	21	)	)	PUNCT
american_scientific_journal-4734	111	22	(	(	PUNCT
american_scientific_journal-4734	111	23	2019	2019	NUM
american_scientific_journal-4734	111	24	)	)	PUNCT
american_scientific_journal-4734	111	25	volume	volume	NOUN
american_scientific_journal-4734	111	26	53	53	NUM
american_scientific_journal-4734	111	27	,	,	PUNCT
american_scientific_journal-4734	111	28	no	no	DET
american_scientific_journal-4734	111	29	1	1	NUM
american_scientific_journal-4734	111	30	,	,	PUNCT
american_scientific_journal-4734	111	31	pp	pp	ADV
american_scientific_journal-4734	111	32	128	128	NUM
american_scientific_journal-4734	111	33	-	-	SYM
american_scientific_journal-4734	111	34	144	144	NUM
american_scientific_journal-4734	111	35	135	135	NUM
american_scientific_journal-4734	111	36	the	the	DET
american_scientific_journal-4734	111	37	camera	camera	NOUN
american_scientific_journal-4734	111	38	,	,	PUNCT
american_scientific_journal-4734	111	39	and	and	CCONJ
american_scientific_journal-4734	111	40	the	the	DET
american_scientific_journal-4734	111	41	coordinate	coordinate	NOUN
american_scientific_journal-4734	111	42	measurement	measurement	NOUN
american_scientific_journal-4734	111	43	unit	unit	NOUN
american_scientific_journal-4734	111	44	in	in	ADP
american_scientific_journal-4734	111	45	the	the	DET
american_scientific_journal-4734	111	46	imaging	imaging	NOUN
american_scientific_journal-4734	111	47	coordinate	coordinate	NOUN
american_scientific_journal-4734	111	48	system	system	NOUN
american_scientific_journal-4734	111	49	is	be	AUX
american_scientific_journal-4734	111	50	mm	mm	PROPN
american_scientific_journal-4734	111	51	.	.	NOUN
american_scientific_journal-4734	111	52	•	•	NUM
american_scientific_journal-4734	111	53	image	image	NOUN
american_scientific_journal-4734	111	54	coordinate	coordinate	NOUN
american_scientific_journal-4734	111	55	system	system	NOUN
american_scientific_journal-4734	111	56	o	o	NOUN
american_scientific_journal-4734	111	57	uv−	uv−	PUNCT
american_scientific_journal-4734	111	58	the	the	DET
american_scientific_journal-4734	111	59	ccd	ccd	PROPN
american_scientific_journal-4734	111	60	sensor	sensor	NOUN
american_scientific_journal-4734	111	61	chip	chip	NOUN
american_scientific_journal-4734	111	62	of	of	ADP
american_scientific_journal-4734	111	63	the	the	DET
american_scientific_journal-4734	111	64	camera	camera	NOUN
american_scientific_journal-4734	111	65	inputs	input	VERB
american_scientific_journal-4734	111	66	the	the	DET
american_scientific_journal-4734	111	67	collected	collect	VERB
american_scientific_journal-4734	111	68	optical	optical	ADJ
american_scientific_journal-4734	111	69	signals	signal	NOUN
american_scientific_journal-4734	111	70	into	into	ADP
american_scientific_journal-4734	111	71	the	the	DET
american_scientific_journal-4734	111	72	computer	computer	NOUN
american_scientific_journal-4734	111	73	in	in	ADP
american_scientific_journal-4734	111	74	the	the	DET
american_scientific_journal-4734	111	75	form	form	NOUN
american_scientific_journal-4734	111	76	of	of	ADP
american_scientific_journal-4734	111	77	standard	standard	ADJ
american_scientific_journal-4734	111	78	electrical	electrical	ADJ
american_scientific_journal-4734	111	79	signals	signal	NOUN
american_scientific_journal-4734	111	80	.	.	PUNCT
american_scientific_journal-4734	112	1	the	the	DET
american_scientific_journal-4734	112	2	collected	collect	VERB
american_scientific_journal-4734	112	3	signals	signal	NOUN
american_scientific_journal-4734	112	4	are	be	AUX
american_scientific_journal-4734	112	5	converted	convert	VERB
american_scientific_journal-4734	112	6	into	into	ADP
american_scientific_journal-4734	112	7	digital	digital	ADJ
american_scientific_journal-4734	112	8	images	image	NOUN
american_scientific_journal-4734	112	9	that	that	PRON
american_scientific_journal-4734	112	10	can	can	AUX
american_scientific_journal-4734	112	11	be	be	AUX
american_scientific_journal-4734	112	12	processed	process	VERB
american_scientific_journal-4734	112	13	by	by	ADP
american_scientific_journal-4734	112	14	the	the	DET
american_scientific_journal-4734	112	15	image	image	NOUN
american_scientific_journal-4734	112	16	acquisition	acquisition	NOUN
american_scientific_journal-4734	112	17	card	card	NOUN
american_scientific_journal-4734	112	18	.	.	PUNCT
american_scientific_journal-4734	113	1	each	each	DET
american_scientific_journal-4734	113	2	digital	digital	ADJ
american_scientific_journal-4734	113	3	image	image	NOUN
american_scientific_journal-4734	113	4	can	can	AUX
american_scientific_journal-4734	113	5	be	be	AUX
american_scientific_journal-4734	113	6	viewed	view	VERB
american_scientific_journal-4734	113	7	as	as	ADP
american_scientific_journal-4734	113	8	an	an	DET
american_scientific_journal-4734	113	9	m*n	m*n	NOUN
american_scientific_journal-4734	113	10	matrix	matrix	NOUN
american_scientific_journal-4734	113	11	and	and	CCONJ
american_scientific_journal-4734	113	12	each	each	DET
american_scientific_journal-4734	113	13	value	value	NOUN
american_scientific_journal-4734	113	14	in	in	ADP
american_scientific_journal-4734	113	15	the	the	DET
american_scientific_journal-4734	113	16	matrix	matrix	NOUN
american_scientific_journal-4734	113	17	corresponds	correspond	VERB
american_scientific_journal-4734	113	18	to	to	ADP
american_scientific_journal-4734	113	19	the	the	DET
american_scientific_journal-4734	113	20	gray	gray	ADJ
american_scientific_journal-4734	113	21	value	value	NOUN
american_scientific_journal-4734	113	22	of	of	ADP
american_scientific_journal-4734	113	23	each	each	DET
american_scientific_journal-4734	113	24	pixel	pixel	NOUN
american_scientific_journal-4734	113	25	.	.	PUNCT
american_scientific_journal-4734	114	1	the	the	DET
american_scientific_journal-4734	114	2	coordinate	coordinate	NOUN
american_scientific_journal-4734	114	3	system	system	NOUN
american_scientific_journal-4734	114	4	defines	define	VERB
american_scientific_journal-4734	114	5	the	the	DET
american_scientific_journal-4734	114	6	origin	origin	NOUN
american_scientific_journal-4734	114	7	at	at	ADP
american_scientific_journal-4734	114	8	the	the	DET
american_scientific_journal-4734	114	9	upper	upper	ADJ
american_scientific_journal-4734	114	10	left	left	ADJ
american_scientific_journal-4734	114	11	corner	corner	NOUN
american_scientific_journal-4734	114	12	of	of	ADP
american_scientific_journal-4734	114	13	the	the	DET
american_scientific_journal-4734	114	14	entire	entire	ADJ
american_scientific_journal-4734	114	15	pixel	pixel	NOUN
american_scientific_journal-4734	114	16	matrix	matrix	NOUN
american_scientific_journal-4734	114	17	,	,	PUNCT
american_scientific_journal-4734	114	18	and	and	CCONJ
american_scientific_journal-4734	114	19	the	the	DET
american_scientific_journal-4734	114	20	unit	unit	NOUN
american_scientific_journal-4734	114	21	of	of	ADP
american_scientific_journal-4734	114	22	measurement	measurement	NOUN
american_scientific_journal-4734	114	23	is	be	AUX
american_scientific_journal-4734	114	24	pixels	pixel	NOUN
american_scientific_journal-4734	114	25	.	.	PUNCT
american_scientific_journal-4734	115	1	the	the	DET
american_scientific_journal-4734	115	2	transformation	transformation	NOUN
american_scientific_journal-4734	115	3	from	from	ADP
american_scientific_journal-4734	115	4	the	the	DET
american_scientific_journal-4734	115	5	world	world	NOUN
american_scientific_journal-4734	115	6	coordinate	coordinate	NOUN
american_scientific_journal-4734	115	7	system	system	NOUN
american_scientific_journal-4734	115	8	to	to	ADP
american_scientific_journal-4734	115	9	the	the	DET
american_scientific_journal-4734	115	10	camera	camera	NOUN
american_scientific_journal-4734	115	11	coordinate	coordinate	NOUN
american_scientific_journal-4734	115	12	system	system	NOUN
american_scientific_journal-4734	115	13	is	be	AUX
american_scientific_journal-4734	115	14	a	a	DET
american_scientific_journal-4734	115	15	rigid	rigid	ADJ
american_scientific_journal-4734	115	16	transformation	transformation	NOUN
american_scientific_journal-4734	115	17	composed	compose	VERB
american_scientific_journal-4734	115	18	of	of	ADP
american_scientific_journal-4734	115	19	translation	translation	NOUN
american_scientific_journal-4734	115	20	and	and	CCONJ
american_scientific_journal-4734	115	21	rotation	rotation	NOUN
american_scientific_journal-4734	115	22	.	.	PUNCT
american_scientific_journal-4734	116	1	the	the	DET
american_scientific_journal-4734	116	2	transformation	transformation	NOUN
american_scientific_journal-4734	116	3	from	from	ADP
american_scientific_journal-4734	116	4	camera	camera	NOUN
american_scientific_journal-4734	116	5	coordinate	coordinate	NOUN
american_scientific_journal-4734	116	6	system	system	NOUN
american_scientific_journal-4734	116	7	to	to	PART
american_scientific_journal-4734	116	8	image	image	VERB
american_scientific_journal-4734	116	9	physical	physical	ADJ
american_scientific_journal-4734	116	10	coordinate	coordinate	NOUN
american_scientific_journal-4734	116	11	system	system	NOUN
american_scientific_journal-4734	116	12	is	be	AUX
american_scientific_journal-4734	116	13	transformed	transform	VERB
american_scientific_journal-4734	116	14	into	into	ADP
american_scientific_journal-4734	116	15	perspective	perspective	ADJ
american_scientific_journal-4734	116	16	transformation	transformation	NOUN
american_scientific_journal-4734	116	17	.	.	PUNCT
american_scientific_journal-4734	117	1	finally	finally	ADV
american_scientific_journal-4734	117	2	,	,	PUNCT
american_scientific_journal-4734	117	3	the	the	DET
american_scientific_journal-4734	117	4	transformation	transformation	NOUN
american_scientific_journal-4734	117	5	between	between	ADP
american_scientific_journal-4734	117	6	image	image	NOUN
american_scientific_journal-4734	117	7	plane	plane	NOUN
american_scientific_journal-4734	117	8	coordinate	coordinate	NOUN
american_scientific_journal-4734	117	9	system	system	NOUN
american_scientific_journal-4734	117	10	and	and	CCONJ
american_scientific_journal-4734	117	11	image	image	NOUN
american_scientific_journal-4734	117	12	coordinate	coordinate	NOUN
american_scientific_journal-4734	117	13	system	system	NOUN
american_scientific_journal-4734	117	14	is	be	AUX
american_scientific_journal-4734	117	15	completed	complete	VERB
american_scientific_journal-4734	117	16	through	through	ADP
american_scientific_journal-4734	117	17	the	the	DET
american_scientific_journal-4734	117	18	affine	affine	ADJ
american_scientific_journal-4734	117	19	transformation	transformation	NOUN
american_scientific_journal-4734	117	20	of	of	ADP
american_scientific_journal-4734	117	21	coordinate	coordinate	NOUN
american_scientific_journal-4734	117	22	scaling	scaling	NOUN
american_scientific_journal-4734	117	23	and	and	CCONJ
american_scientific_journal-4734	117	24	translation	translation	NOUN
american_scientific_journal-4734	117	25	.	.	PUNCT
american_scientific_journal-4734	118	1	the	the	DET
american_scientific_journal-4734	118	2	mathematical	mathematical	ADJ
american_scientific_journal-4734	118	3	derivation	derivation	NOUN
american_scientific_journal-4734	118	4	of	of	ADP
american_scientific_journal-4734	118	5	the	the	DET
american_scientific_journal-4734	118	6	transformation	transformation	NOUN
american_scientific_journal-4734	118	7	between	between	ADP
american_scientific_journal-4734	118	8	each	each	DET
american_scientific_journal-4734	118	9	coordinate	coordinate	NOUN
american_scientific_journal-4734	118	10	system	system	NOUN
american_scientific_journal-4734	118	11	is	be	AUX
american_scientific_journal-4734	118	12	as	as	SCONJ
american_scientific_journal-4734	118	13	follows	follow	VERB
american_scientific_journal-4734	118	14	:	:	PUNCT
american_scientific_journal-4734	118	15	the	the	DET
american_scientific_journal-4734	118	16	transformation	transformation	NOUN
american_scientific_journal-4734	118	17	from	from	ADP
american_scientific_journal-4734	118	18	the	the	DET
american_scientific_journal-4734	118	19	world	world	NOUN
american_scientific_journal-4734	118	20	coordinate	coordinate	NOUN
american_scientific_journal-4734	118	21	system	system	NOUN
american_scientific_journal-4734	118	22	to	to	ADP
american_scientific_journal-4734	118	23	the	the	DET
american_scientific_journal-4734	118	24	camera	camera	NOUN
american_scientific_journal-4734	118	25	coordinate	coordinate	NOUN
american_scientific_journal-4734	118	26	system	system	NOUN
american_scientific_journal-4734	118	27	since	since	SCONJ
american_scientific_journal-4734	118	28	the	the	DET
american_scientific_journal-4734	118	29	world	world	NOUN
american_scientific_journal-4734	118	30	coordinate	coordinate	NOUN
american_scientific_journal-4734	118	31	system	system	NOUN
american_scientific_journal-4734	118	32	and	and	CCONJ
american_scientific_journal-4734	118	33	the	the	DET
american_scientific_journal-4734	118	34	camera	camera	NOUN
american_scientific_journal-4734	118	35	coordinate	coordinate	NOUN
american_scientific_journal-4734	118	36	system	system	NOUN
american_scientific_journal-4734	118	37	belong	belong	VERB
american_scientific_journal-4734	118	38	to	to	ADP
american_scientific_journal-4734	118	39	the	the	DET
american_scientific_journal-4734	118	40	rigid	rigid	ADJ
american_scientific_journal-4734	118	41	transformation	transformation	NOUN
american_scientific_journal-4734	118	42	,	,	PUNCT
american_scientific_journal-4734	118	43	the	the	DET
american_scientific_journal-4734	118	44	world	world	NOUN
american_scientific_journal-4734	118	45	coordinate	coordinate	NOUN
american_scientific_journal-4734	118	46	system	system	NOUN
american_scientific_journal-4734	118	47	can	can	AUX
american_scientific_journal-4734	118	48	be	be	AUX
american_scientific_journal-4734	118	49	transformed	transform	VERB
american_scientific_journal-4734	118	50	into	into	ADP
american_scientific_journal-4734	118	51	the	the	DET
american_scientific_journal-4734	118	52	camera	camera	NOUN
american_scientific_journal-4734	118	53	coordinate	coordinate	NOUN
american_scientific_journal-4734	118	54	system	system	NOUN
american_scientific_journal-4734	118	55	after	after	ADP
american_scientific_journal-4734	118	56	translation	translation	NOUN
american_scientific_journal-4734	118	57	and	and	CCONJ
american_scientific_journal-4734	118	58	rotation	rotation	NOUN
american_scientific_journal-4734	118	59	.	.	PUNCT
american_scientific_journal-4734	119	1	the	the	DET
american_scientific_journal-4734	119	2	mathematical	mathematical	ADJ
american_scientific_journal-4734	119	3	expression	expression	NOUN
american_scientific_journal-4734	119	4	of	of	ADP
american_scientific_journal-4734	119	5	its	its	PRON
american_scientific_journal-4734	119	6	transformation	transformation	NOUN
american_scientific_journal-4734	119	7	relation	relation	NOUN
american_scientific_journal-4734	119	8	is	be	AUX
american_scientific_journal-4734	119	9	as	as	SCONJ
american_scientific_journal-4734	119	10	follows	follow	VERB
american_scientific_journal-4734	119	11	:	:	PUNCT
american_scientific_journal-4734	119	12	0	0	NUM
american_scientific_journal-4734	119	13	1	1	NUM
american_scientific_journal-4734	119	14	1	1	NUM
american_scientific_journal-4734	119	15	1	1	NUM
american_scientific_journal-4734	119	16	c	c	NOUN
american_scientific_journal-4734	119	17	w	w	PROPN
american_scientific_journal-4734	119	18	c	c	NOUN
american_scientific_journal-4734	119	19	w	w	PROPN
american_scientific_journal-4734	119	20	c	c	PROPN
american_scientific_journal-4734	119	21	w	w	PROPN
american_scientific_journal-4734	119	22	x	x	PUNCT
american_scientific_journal-4734	119	23	x	x	PUNCT
american_scientific_journal-4734	119	24	y	y	NOUN
american_scientific_journal-4734	119	25	r	r	NOUN
american_scientific_journal-4734	119	26	t	t	PROPN
american_scientific_journal-4734	119	27	y	y	PROPN
american_scientific_journal-4734	119	28	z	z	PROPN
american_scientific_journal-4734	119	29	z	z	PROPN
american_scientific_journal-4734	119	30			PROPN
american_scientific_journal-4734	119	31			PROPN
american_scientific_journal-4734	119	32			NOUN
american_scientific_journal-4734	119	33			PRON
american_scientific_journal-4734	119	34			ADJ
american_scientific_journal-4734	119	35			PROPN
american_scientific_journal-4734	119	36			ADJ
american_scientific_journal-4734	119	37			NOUN
american_scientific_journal-4734	119	38			PROPN
american_scientific_journal-4734	119	39			PROPN
american_scientific_journal-4734	119	40			NOUN
american_scientific_journal-4734	119	41	=	=	NOUN
american_scientific_journal-4734	120	1			ADJ
american_scientific_journal-4734	120	2			NOUN
american_scientific_journal-4734	120	3			PROPN
american_scientific_journal-4734	120	4			ADJ
american_scientific_journal-4734	120	5			ADJ
american_scientific_journal-4734	120	6			NOUN
american_scientific_journal-4734	120	7			ADJ
american_scientific_journal-4734	120	8			PROPN
american_scientific_journal-4734	120	9			NOUN
american_scientific_journal-4734	120	10			PROPN
american_scientific_journal-4734	120	11			NOUN
american_scientific_journal-4734	120	12			NOUN
american_scientific_journal-4734	120	13			NOUN
american_scientific_journal-4734	120	14			VERB
american_scientific_journal-4734	120	15	(	(	PUNCT
american_scientific_journal-4734	120	16	4	4	NUM
american_scientific_journal-4734	120	17	)	)	PUNCT
american_scientific_journal-4734	120	18	the	the	DET
american_scientific_journal-4734	120	19	transformation	transformation	NOUN
american_scientific_journal-4734	120	20	relation	relation	NOUN
american_scientific_journal-4734	120	21	between	between	ADP
american_scientific_journal-4734	120	22	camera	camera	NOUN
american_scientific_journal-4734	120	23	coordinate	coordinate	NOUN
american_scientific_journal-4734	120	24	system	system	NOUN
american_scientific_journal-4734	120	25	and	and	CCONJ
american_scientific_journal-4734	120	26	image	image	NOUN
american_scientific_journal-4734	120	27	physical	physical	ADJ
american_scientific_journal-4734	120	28	coordinate	coordinate	NOUN
american_scientific_journal-4734	120	29	system	system	NOUN
american_scientific_journal-4734	120	30	perspective	perspective	NOUN
american_scientific_journal-4734	120	31	projection	projection	NOUN
american_scientific_journal-4734	120	32	is	be	AUX
american_scientific_journal-4734	120	33	the	the	DET
american_scientific_journal-4734	120	34	process	process	NOUN
american_scientific_journal-4734	120	35	of	of	ADP
american_scientific_journal-4734	120	36	transforming	transform	VERB
american_scientific_journal-4734	120	37	the	the	DET
american_scientific_journal-4734	120	38	coordinate	coordinate	NOUN
american_scientific_journal-4734	120	39	points	point	NOUN
american_scientific_journal-4734	120	40	in	in	ADP
american_scientific_journal-4734	120	41	the	the	DET
american_scientific_journal-4734	120	42	three	three	NUM
american_scientific_journal-4734	120	43	-	-	PUNCT
american_scientific_journal-4734	120	44	dimensional	dimensional	ADJ
american_scientific_journal-4734	120	45	space	space	NOUN
american_scientific_journal-4734	120	46	from	from	ADP
american_scientific_journal-4734	120	47	the	the	DET
american_scientific_journal-4734	120	48	camera	camera	NOUN
american_scientific_journal-4734	120	49	coordinate	coordinate	NOUN
american_scientific_journal-4734	120	50	system	system	NOUN
american_scientific_journal-4734	120	51	to	to	ADP
american_scientific_journal-4734	120	52	the	the	DET
american_scientific_journal-4734	120	53	two	two	NUM
american_scientific_journal-4734	120	54	-	-	PUNCT
american_scientific_journal-4734	120	55	dimensional	dimensional	ADJ
american_scientific_journal-4734	120	56	plane	plane	NOUN
american_scientific_journal-4734	120	57	coordinate	coordinate	NOUN
american_scientific_journal-4734	120	58	system	system	NOUN
american_scientific_journal-4734	120	59	of	of	ADP
american_scientific_journal-4734	120	60	the	the	DET
american_scientific_journal-4734	120	61	camera	camera	NOUN
american_scientific_journal-4734	120	62	imaging	imaging	NOUN
american_scientific_journal-4734	120	63	.	.	PUNCT
american_scientific_journal-4734	121	1	in	in	ADP
american_scientific_journal-4734	121	2	order	order	NOUN
american_scientific_journal-4734	121	3	to	to	PART
american_scientific_journal-4734	121	4	align	align	VERB
american_scientific_journal-4734	121	5	the	the	DET
american_scientific_journal-4734	121	6	image	image	NOUN
american_scientific_journal-4734	121	7	physical	physical	ADJ
american_scientific_journal-4734	121	8	coordinate	coordinate	NOUN
american_scientific_journal-4734	121	9	system	system	NOUN
american_scientific_journal-4734	121	10	with	with	ADP
american_scientific_journal-4734	121	11	the	the	DET
american_scientific_journal-4734	121	12	image	image	NOUN
american_scientific_journal-4734	121	13	physical	physical	ADJ
american_scientific_journal-4734	121	14	coordinate	coordinate	NOUN
american_scientific_journal-4734	121	15	system	system	NOUN
american_scientific_journal-4734	121	16	(	(	PUNCT
american_scientific_journal-4734	121	17	row	row	NOUN
american_scientific_journal-4734	121	18	coordinate	coordinate	NOUN
american_scientific_journal-4734	121	19	increasing	increase	VERB
american_scientific_journal-4734	121	20	downward	downward	ADJ
american_scientific_journal-4734	121	21	,	,	PUNCT
american_scientific_journal-4734	121	22	column	column	NOUN
american_scientific_journal-4734	121	23	coordinate	coordinate	NOUN
american_scientific_journal-4734	121	24	increasing	increase	VERB
american_scientific_journal-4734	121	25	to	to	ADP
american_scientific_journal-4734	121	26	the	the	DET
american_scientific_journal-4734	121	27	right	right	NOUN
american_scientific_journal-4734	121	28	)	)	PUNCT
american_scientific_journal-4734	121	29	to	to	PART
american_scientific_journal-4734	121	30	simplify	simplify	VERB
american_scientific_journal-4734	121	31	the	the	DET
american_scientific_journal-4734	121	32	calculation	calculation	NOUN
american_scientific_journal-4734	121	33	process	process	NOUN
american_scientific_journal-4734	121	34	,	,	PUNCT
american_scientific_journal-4734	121	35	the	the	DET
american_scientific_journal-4734	121	36	image	image	NOUN
american_scientific_journal-4734	121	37	plane	plane	NOUN
american_scientific_journal-4734	121	38	is	be	AUX
american_scientific_journal-4734	121	39	placed	place	VERB
american_scientific_journal-4734	121	40	at	at	ADP
american_scientific_journal-4734	121	41	a	a	DET
american_scientific_journal-4734	121	42	focal	focal	ADJ
american_scientific_journal-4734	121	43	length	length	NOUN
american_scientific_journal-4734	121	44	f	f	NOUN
american_scientific_journal-4734	121	45	from	from	ADP
american_scientific_journal-4734	121	46	the	the	DET
american_scientific_journal-4734	121	47	center	center	NOUN
american_scientific_journal-4734	121	48	of	of	ADP
american_scientific_journal-4734	121	49	the	the	DET
american_scientific_journal-4734	121	50	camera	camera	NOUN
american_scientific_journal-4734	121	51	projection	projection	NOUN
american_scientific_journal-4734	121	52	.	.	PUNCT
american_scientific_journal-4734	122	1	in	in	ADP
american_scientific_journal-4734	122	2	figure	figure	NOUN
american_scientific_journal-4734	122	3	4	4	NUM
american_scientific_journal-4734	122	4	,	,	PUNCT
american_scientific_journal-4734	122	5	point	point	VERB
american_scientific_journal-4734	122	6	p	p	NOUN
american_scientific_journal-4734	122	7	in	in	ADP
american_scientific_journal-4734	122	8	the	the	DET
american_scientific_journal-4734	122	9	camera	camera	NOUN
american_scientific_journal-4734	122	10	coordinate	coordinate	NOUN
american_scientific_journal-4734	122	11	system	system	NOUN
american_scientific_journal-4734	122	12	is	be	AUX
american_scientific_journal-4734	122	13	converted	convert	VERB
american_scientific_journal-4734	122	14	to	to	PART
american_scientific_journal-4734	122	15	point	point	VERB
american_scientific_journal-4734	122	16	p′	p′	NOUN
american_scientific_journal-4734	122	17	in	in	ADP
american_scientific_journal-4734	122	18	the	the	DET
american_scientific_journal-4734	122	19	object	object	NOUN
american_scientific_journal-4734	122	20	imaging	imaging	NOUN
american_scientific_journal-4734	122	21	plane	plane	NOUN
american_scientific_journal-4734	122	22	coordinate	coordinate	NOUN
american_scientific_journal-4734	122	23	system	system	NOUN
american_scientific_journal-4734	122	24	,	,	PUNCT
american_scientific_journal-4734	122	25	and	and	CCONJ
american_scientific_journal-4734	122	26	according	accord	VERB
american_scientific_journal-4734	122	27	to	to	ADP
american_scientific_journal-4734	122	28	the	the	DET
american_scientific_journal-4734	122	29	triangle	triangle	NOUN
american_scientific_journal-4734	122	30	similarity	similarity	NOUN
american_scientific_journal-4734	122	31	principle	principle	NOUN
american_scientific_journal-4734	122	32	:	:	PUNCT
american_scientific_journal-4734	122	33	0	0	NUM
american_scientific_journal-4734	122	34	0	0	NUM
american_scientific_journal-4734	122	35	0	0	NUM
american_scientific_journal-4734	122	36	0	0	NUM
american_scientific_journal-4734	122	37	0	0	NUM
american_scientific_journal-4734	122	38	0	0	NUM
american_scientific_journal-4734	122	39	1	1	NUM
american_scientific_journal-4734	122	40	0	0	NUM
american_scientific_journal-4734	122	41	0	0	NUM
american_scientific_journal-4734	122	42	1	1	NUM
american_scientific_journal-4734	122	43	0	0	NUM
american_scientific_journal-4734	122	44	1	1	NUM
american_scientific_journal-4734	122	45	c	c	NOUN
american_scientific_journal-4734	122	46	c	c	NOUN
american_scientific_journal-4734	122	47	c	c	NOUN
american_scientific_journal-4734	122	48	c	c	NOUN
american_scientific_journal-4734	122	49	x	x	PUNCT
american_scientific_journal-4734	122	50	x	x	PUNCT
american_scientific_journal-4734	122	51	f	f	X
american_scientific_journal-4734	122	52	y	y	PROPN
american_scientific_journal-4734	123	1	z	z	PROPN
american_scientific_journal-4734	123	2	y	y	PROPN
american_scientific_journal-4734	123	3	f	f	PROPN
american_scientific_journal-4734	123	4	z	z	PROPN
american_scientific_journal-4734	123	5			VERB
american_scientific_journal-4734	123	6			PROPN
american_scientific_journal-4734	123	7			NOUN
american_scientific_journal-4734	123	8			PROPN
american_scientific_journal-4734	123	9			NOUN
american_scientific_journal-4734	123	10			PRON
american_scientific_journal-4734	123	11			ADJ
american_scientific_journal-4734	123	12			PROPN
american_scientific_journal-4734	123	13			NOUN
american_scientific_journal-4734	124	1			PROPN
american_scientific_journal-4734	124	2			NOUN
american_scientific_journal-4734	124	3			PROPN
american_scientific_journal-4734	124	4			NOUN
american_scientific_journal-4734	124	5	=	=	NUM
american_scientific_journal-4734	124	6			PROPN
american_scientific_journal-4734	124	7			ADJ
american_scientific_journal-4734	124	8			PROPN
american_scientific_journal-4734	124	9			NOUN
american_scientific_journal-4734	124	10			PROPN
american_scientific_journal-4734	124	11			NOUN
american_scientific_journal-4734	124	12			PROPN
american_scientific_journal-4734	124	13			NOUN
american_scientific_journal-4734	124	14			PROPN
american_scientific_journal-4734	124	15			ADJ
american_scientific_journal-4734	124	16			ADJ
american_scientific_journal-4734	124	17			NOUN
american_scientific_journal-4734	124	18			NOUN
american_scientific_journal-4734	124	19			NOUN
american_scientific_journal-4734	124	20			NOUN
american_scientific_journal-4734	124	21			VERB
american_scientific_journal-4734	124	22	(	(	PUNCT
american_scientific_journal-4734	124	23	5	5	NUM
american_scientific_journal-4734	124	24	)	)	PUNCT
american_scientific_journal-4734	124	25	american	american	ADJ
american_scientific_journal-4734	124	26	scientific	scientific	ADJ
american_scientific_journal-4734	124	27	research	research	NOUN
american_scientific_journal-4734	124	28	journal	journal	NOUN
american_scientific_journal-4734	124	29	for	for	ADP
american_scientific_journal-4734	124	30	engineering	engineering	NOUN
american_scientific_journal-4734	124	31	,	,	PUNCT
american_scientific_journal-4734	124	32	technology	technology	NOUN
american_scientific_journal-4734	124	33	,	,	PUNCT
american_scientific_journal-4734	124	34	and	and	CCONJ
american_scientific_journal-4734	124	35	sciences	science	NOUN
american_scientific_journal-4734	124	36	(	(	PUNCT
american_scientific_journal-4734	124	37	asrjets	asrjet	NOUN
american_scientific_journal-4734	124	38	)	)	PUNCT
american_scientific_journal-4734	124	39	(	(	PUNCT
american_scientific_journal-4734	124	40	2019	2019	NUM
american_scientific_journal-4734	124	41	)	)	PUNCT
american_scientific_journal-4734	124	42	volume	volume	NOUN
american_scientific_journal-4734	124	43	53	53	NUM
american_scientific_journal-4734	124	44	,	,	PUNCT
american_scientific_journal-4734	124	45	no	no	DET
american_scientific_journal-4734	124	46	1	1	NUM
american_scientific_journal-4734	124	47	,	,	PUNCT
american_scientific_journal-4734	124	48	pp	pp	ADV
american_scientific_journal-4734	124	49	128	128	NUM
american_scientific_journal-4734	124	50	-	-	SYM
american_scientific_journal-4734	124	51	144	144	NUM
american_scientific_journal-4734	124	52	136	136	NUM
american_scientific_journal-4734	124	53	the	the	DET
american_scientific_journal-4734	124	54	transformation	transformation	NOUN
american_scientific_journal-4734	124	55	relation	relation	NOUN
american_scientific_journal-4734	124	56	between	between	ADP
american_scientific_journal-4734	124	57	image	image	NOUN
american_scientific_journal-4734	124	58	physical	physical	ADJ
american_scientific_journal-4734	124	59	coordinate	coordinate	NOUN
american_scientific_journal-4734	124	60	system	system	NOUN
american_scientific_journal-4734	124	61	and	and	CCONJ
american_scientific_journal-4734	124	62	image	image	NOUN
american_scientific_journal-4734	124	63	pixel	pixel	NOUN
american_scientific_journal-4734	124	64	coordinate	coordinate	NOUN
american_scientific_journal-4734	124	65	system	system	NOUN
american_scientific_journal-4734	124	66	the	the	DET
american_scientific_journal-4734	124	67	object	object	NOUN
american_scientific_journal-4734	124	68	image	image	NOUN
american_scientific_journal-4734	124	69	captured	capture	VERB
american_scientific_journal-4734	124	70	by	by	ADP
american_scientific_journal-4734	124	71	the	the	DET
american_scientific_journal-4734	124	72	camera	camera	NOUN
american_scientific_journal-4734	124	73	can	can	AUX
american_scientific_journal-4734	124	74	be	be	AUX
american_scientific_journal-4734	124	75	represented	represent	VERB
american_scientific_journal-4734	124	76	as	as	ADP
american_scientific_journal-4734	124	77	a	a	DET
american_scientific_journal-4734	124	78	two	two	NUM
american_scientific_journal-4734	124	79	-	-	PUNCT
american_scientific_journal-4734	124	80	dimensional	dimensional	ADJ
american_scientific_journal-4734	124	81	array	array	NOUN
american_scientific_journal-4734	124	82	containing	contain	VERB
american_scientific_journal-4734	124	83	m	m	NOUN
american_scientific_journal-4734	124	84	rows	row	NOUN
american_scientific_journal-4734	124	85	and	and	CCONJ
american_scientific_journal-4734	124	86	n	n	DET
american_scientific_journal-4734	124	87	columns	column	NOUN
american_scientific_journal-4734	124	88	.	.	PUNCT
american_scientific_journal-4734	125	1	the	the	DET
american_scientific_journal-4734	125	2	element	element	ADJ
american_scientific_journal-4734	125	3	value	value	NOUN
american_scientific_journal-4734	125	4	of	of	ADP
american_scientific_journal-4734	125	5	each	each	DET
american_scientific_journal-4734	125	6	position	position	NOUN
american_scientific_journal-4734	125	7	in	in	ADP
american_scientific_journal-4734	125	8	the	the	DET
american_scientific_journal-4734	125	9	array	array	NOUN
american_scientific_journal-4734	125	10	is	be	AUX
american_scientific_journal-4734	125	11	the	the	DET
american_scientific_journal-4734	125	12	grayscale	grayscale	NOUN
american_scientific_journal-4734	125	13	value	value	NOUN
american_scientific_journal-4734	125	14	of	of	ADP
american_scientific_journal-4734	125	15	the	the	DET
american_scientific_journal-4734	125	16	digital	digital	ADJ
american_scientific_journal-4734	125	17	image	image	NOUN
american_scientific_journal-4734	125	18	at	at	ADP
american_scientific_journal-4734	125	19	that	that	DET
american_scientific_journal-4734	125	20	point	point	NOUN
american_scientific_journal-4734	125	21	.	.	PUNCT
american_scientific_journal-4734	126	1	in	in	ADP
american_scientific_journal-4734	126	2	the	the	DET
american_scientific_journal-4734	126	3	image	image	NOUN
american_scientific_journal-4734	126	4	coordinate	coordinate	NOUN
american_scientific_journal-4734	126	5	system	system	NOUN
american_scientific_journal-4734	126	6	iu	iu	ADP
american_scientific_journal-4734	126	7	and	and	CCONJ
american_scientific_journal-4734	126	8	iv	iv	INTJ
american_scientific_journal-4734	126	9	,	,	PUNCT
american_scientific_journal-4734	126	10	respectively	respectively	ADV
american_scientific_journal-4734	126	11	,	,	PUNCT
american_scientific_journal-4734	126	12	represent	represent	VERB
american_scientific_journal-4734	126	13	the	the	DET
american_scientific_journal-4734	126	14	number	number	NOUN
american_scientific_journal-4734	126	15	of	of	ADP
american_scientific_journal-4734	126	16	columns	column	NOUN
american_scientific_journal-4734	126	17	and	and	CCONJ
american_scientific_journal-4734	126	18	rows	row	NOUN
american_scientific_journal-4734	126	19	where	where	SCONJ
american_scientific_journal-4734	126	20	the	the	DET
american_scientific_journal-4734	126	21	pixel	pixel	PROPN
american_scientific_journal-4734	126	22	points	point	NOUN
american_scientific_journal-4734	126	23	are	be	AUX
american_scientific_journal-4734	126	24	.	.	PUNCT
american_scientific_journal-4734	127	1	point	point	NOUN
american_scientific_journal-4734	127	2	(	(	PUNCT
american_scientific_journal-4734	127	3	,	,	PUNCT
american_scientific_journal-4734	127	4	)	)	PUNCT
american_scientific_journal-4734	128	1	i	i	PRON
american_scientific_journal-4734	128	2	iu	iu	ADP
american_scientific_journal-4734	128	3	v	v	PROPN
american_scientific_journal-4734	128	4	is	be	AUX
american_scientific_journal-4734	128	5	the	the	DET
american_scientific_journal-4734	128	6	main	main	ADJ
american_scientific_journal-4734	128	7	point	point	NOUN
american_scientific_journal-4734	128	8	of	of	ADP
american_scientific_journal-4734	128	9	the	the	DET
american_scientific_journal-4734	128	10	digital	digital	ADJ
american_scientific_journal-4734	128	11	image	image	NOUN
american_scientific_journal-4734	128	12	,	,	PUNCT
american_scientific_journal-4734	128	13	that	that	ADV
american_scientific_journal-4734	128	14	is	is	ADV
american_scientific_journal-4734	128	15	,	,	PUNCT
american_scientific_journal-4734	128	16	the	the	DET
american_scientific_journal-4734	128	17	representation	representation	NOUN
american_scientific_journal-4734	128	18	of	of	ADP
american_scientific_journal-4734	128	19	the	the	DET
american_scientific_journal-4734	128	20	vertical	vertical	ADJ
american_scientific_journal-4734	128	21	projection	projection	NOUN
american_scientific_journal-4734	128	22	point	point	NOUN
american_scientific_journal-4734	128	23	of	of	ADP
american_scientific_journal-4734	128	24	the	the	DET
american_scientific_journal-4734	128	25	optical	optical	ADJ
american_scientific_journal-4734	128	26	center	center	NOUN
american_scientific_journal-4734	128	27	of	of	ADP
american_scientific_journal-4734	128	28	the	the	DET
american_scientific_journal-4734	128	29	camera	camera	NOUN
american_scientific_journal-4734	128	30	lens	lens	NOUN
american_scientific_journal-4734	128	31	in	in	ADP
american_scientific_journal-4734	128	32	the	the	DET
american_scientific_journal-4734	128	33	image	image	NOUN
american_scientific_journal-4734	128	34	plane	plane	NOUN
american_scientific_journal-4734	128	35	in	in	ADP
american_scientific_journal-4734	128	36	the	the	DET
american_scientific_journal-4734	128	37	image	image	NOUN
american_scientific_journal-4734	128	38	pixel	pixel	NOUN
american_scientific_journal-4734	128	39	coordinate	coordinate	NOUN
american_scientific_journal-4734	128	40	system	system	NOUN
american_scientific_journal-4734	128	41	.	.	PUNCT
american_scientific_journal-4734	129	1	xd	xd	INTJ
american_scientific_journal-4734	129	2	、	、	NOUN
american_scientific_journal-4734	129	3	yd	yd	PROPN
american_scientific_journal-4734	129	4	are	be	AUX
american_scientific_journal-4734	129	5	the	the	DET
american_scientific_journal-4734	129	6	distances	distance	NOUN
american_scientific_journal-4734	129	7	between	between	ADP
american_scientific_journal-4734	129	8	adjacent	adjacent	ADJ
american_scientific_journal-4734	129	9	pixels	pixel	NOUN
american_scientific_journal-4734	129	10	in	in	ADP
american_scientific_journal-4734	129	11	the	the	DET
american_scientific_journal-4734	129	12	direction	direction	NOUN
american_scientific_journal-4734	129	13	of	of	ADP
american_scientific_journal-4734	129	14	u	u	NOUN
american_scientific_journal-4734	129	15	and	and	CCONJ
american_scientific_journal-4734	129	16	v	v	ADP
american_scientific_journal-4734	129	17	respectively	respectively	ADV
american_scientific_journal-4734	129	18	.	.	PUNCT
american_scientific_journal-4734	130	1	then	then	ADV
american_scientific_journal-4734	130	2	the	the	DET
american_scientific_journal-4734	130	3	points	point	NOUN
american_scientific_journal-4734	130	4	in	in	ADP
american_scientific_journal-4734	130	5	the	the	DET
american_scientific_journal-4734	130	6	pixel	pixel	NOUN
american_scientific_journal-4734	130	7	coordinate	coordinate	NOUN
american_scientific_journal-4734	130	8	system	system	NOUN
american_scientific_journal-4734	130	9	of	of	ADP
american_scientific_journal-4734	130	10	the	the	DET
american_scientific_journal-4734	130	11	image	image	NOUN
american_scientific_journal-4734	130	12	can	can	AUX
american_scientific_journal-4734	130	13	be	be	AUX
american_scientific_journal-4734	130	14	expressed	express	VERB
american_scientific_journal-4734	130	15	as	as	SCONJ
american_scientific_journal-4734	130	16	follows	follow	VERB
american_scientific_journal-4734	130	17	:	:	PUNCT
american_scientific_journal-4734	131	1	o	o	NOUN
american_scientific_journal-4734	131	2	xi	xi	INTJ
american_scientific_journal-4734	132	1	i	i	PRON
american_scientific_journal-4734	132	2	o	o	X
american_scientific_journal-4734	133	1	y	y	VERB
american_scientific_journal-4734	133	2	x	x	SYM
american_scientific_journal-4734	133	3	u	u	NOUN
american_scientific_journal-4734	133	4	du	du	PROPN
american_scientific_journal-4734	133	5	yv	yv	PROPN
american_scientific_journal-4734	133	6	v	v	PROPN
american_scientific_journal-4734	133	7	d	d	PROPN
american_scientific_journal-4734	133	8			PROPN
american_scientific_journal-4734	133	9	+	+	PROPN
american_scientific_journal-4734	133	10			NOUN
american_scientific_journal-4734	133	11			NUM
american_scientific_journal-4734	133	12			NUM
american_scientific_journal-4734	133	13	=	=	NUM
american_scientific_journal-4734	133	14			PROPN
american_scientific_journal-4734	133	15			ADJ
american_scientific_journal-4734	133	16			ADJ
american_scientific_journal-4734	133	17			ADJ
american_scientific_journal-4734	133	18	+	+	ADJ
american_scientific_journal-4734	133	19			ADJ
american_scientific_journal-4734	133	20			PROPN
american_scientific_journal-4734	133	21			X
american_scientific_journal-4734	133	22			X
american_scientific_journal-4734	133	23	(	(	PUNCT
american_scientific_journal-4734	133	24	6	6	NUM
american_scientific_journal-4734	133	25	)	)	PUNCT
american_scientific_journal-4734	133	26	since	since	SCONJ
american_scientific_journal-4734	133	27	then	then	ADV
american_scientific_journal-4734	133	28	,	,	PUNCT
american_scientific_journal-4734	133	29	the	the	DET
american_scientific_journal-4734	133	30	conversion	conversion	NOUN
american_scientific_journal-4734	133	31	relation	relation	NOUN
american_scientific_journal-4734	133	32	between	between	ADP
american_scientific_journal-4734	133	33	adjacent	adjacent	ADJ
american_scientific_journal-4734	133	34	coordinate	coordinate	NOUN
american_scientific_journal-4734	133	35	systems	system	NOUN
american_scientific_journal-4734	133	36	in	in	ADP
american_scientific_journal-4734	133	37	figure	figure	NOUN
american_scientific_journal-4734	133	38	4	4	NUM
american_scientific_journal-4734	133	39	has	have	AUX
american_scientific_journal-4734	133	40	been	be	AUX
american_scientific_journal-4734	133	41	deduced	deduce	VERB
american_scientific_journal-4734	133	42	,	,	PUNCT
american_scientific_journal-4734	133	43	and	and	CCONJ
american_scientific_journal-4734	133	44	the	the	DET
american_scientific_journal-4734	133	45	conversion	conversion	NOUN
american_scientific_journal-4734	133	46	formula	formula	NOUN
american_scientific_journal-4734	133	47	from	from	ADP
american_scientific_journal-4734	133	48	the	the	DET
american_scientific_journal-4734	133	49	world	world	NOUN
american_scientific_journal-4734	133	50	coordinate	coordinate	NOUN
american_scientific_journal-4734	133	51	system	system	NOUN
american_scientific_journal-4734	133	52	to	to	ADP
american_scientific_journal-4734	133	53	the	the	DET
american_scientific_journal-4734	133	54	image	image	NOUN
american_scientific_journal-4734	133	55	pixel	pixel	NOUN
american_scientific_journal-4734	133	56	coordinate	coordinate	NOUN
american_scientific_journal-4734	133	57	system	system	NOUN
american_scientific_journal-4734	133	58	is	be	AUX
american_scientific_journal-4734	133	59	obtained	obtain	VERB
american_scientific_journal-4734	133	60	by	by	ADP
american_scientific_journal-4734	133	61	formula	formula	NOUN
american_scientific_journal-4734	133	62	(	(	PUNCT
american_scientific_journal-4734	133	63	4	4	NUM
american_scientific_journal-4734	133	64	)	)	PUNCT
american_scientific_journal-4734	133	65	,	,	PUNCT
american_scientific_journal-4734	133	66	(	(	PUNCT
american_scientific_journal-4734	133	67	5	5	NUM
american_scientific_journal-4734	133	68	)	)	PUNCT
american_scientific_journal-4734	133	69	and	and	CCONJ
american_scientific_journal-4734	133	70	(	(	PUNCT
american_scientific_journal-4734	133	71	6	6	NUM
american_scientific_journal-4734	133	72	)	)	PUNCT
american_scientific_journal-4734	133	73	as	as	SCONJ
american_scientific_journal-4734	133	74	follows	follow	VERB
american_scientific_journal-4734	133	75	:	:	PUNCT
american_scientific_journal-4734	133	76	1	1	NUM
american_scientific_journal-4734	133	77	2	2	NUM
american_scientific_journal-4734	133	78	1	1	NUM
american_scientific_journal-4734	133	79	0	0	NUM
american_scientific_journal-4734	133	80	0	0	NUM
american_scientific_journal-4734	133	81	0	0	NUM
american_scientific_journal-4734	133	82	0	0	NUM
american_scientific_journal-4734	133	83	10	10	NUM
american_scientific_journal-4734	133	84	0	0	NUM
american_scientific_journal-4734	133	85	0	0	NUM
american_scientific_journal-4734	133	86	0	0	NUM
american_scientific_journal-4734	133	87	0	0	NUM
american_scientific_journal-4734	133	88	1	1	NUM
american_scientific_journal-4734	133	89	1	1	NUM
american_scientific_journal-4734	133	90	0	0	NUM
american_scientific_journal-4734	133	91	0	0	NUM
american_scientific_journal-4734	133	92	1	1	NUM
american_scientific_journal-4734	133	93	0	0	NUM
american_scientific_journal-4734	133	94	10	10	NUM
american_scientific_journal-4734	133	95	0	0	NUM
american_scientific_journal-4734	133	96	1	1	NUM
american_scientific_journal-4734	133	97	0	0	NUM
american_scientific_journal-4734	133	98	0	0	NUM
american_scientific_journal-4734	133	99	0	0	NUM
american_scientific_journal-4734	133	100	0	0	NUM
american_scientific_journal-4734	133	101	0	0	NUM
american_scientific_journal-4734	133	102	1	1	NUM
american_scientific_journal-4734	133	103	0	0	NUM
american_scientific_journal-4734	133	104	0	0	NUM
american_scientific_journal-4734	133	105	1	1	NUM
american_scientific_journal-4734	133	106	0	0	NUM
american_scientific_journal-4734	133	107	1	1	NUM
american_scientific_journal-4734	133	108	o	o	NOUN
american_scientific_journal-4734	133	109	wx	wx	X
american_scientific_journal-4734	134	1	i	i	X
american_scientific_journal-4734	134	2	w	w	VERB
american_scientific_journal-4734	135	1	c	c	NOUN
american_scientific_journal-4734	135	2	i	i	PRON
american_scientific_journal-4734	135	3	o	o	X
american_scientific_journal-4734	135	4	wy	wy	PROPN
american_scientific_journal-4734	135	5	w	w	NOUN
american_scientific_journal-4734	135	6	x	x	PROPN
american_scientific_journal-4734	135	7	o	o	X
american_scientific_journal-4734	135	8	w	w	NOUN
american_scientific_journal-4734	135	9	y	y	PROPN
american_scientific_journal-4734	135	10	o	o	PROPN
american_scientific_journal-4734	135	11	w	w	PROPN
american_scientific_journal-4734	135	12	w	w	PROPN
american_scientific_journal-4734	135	13	w	w	PROPN
american_scientific_journal-4734	135	14	u	u	PROPN
american_scientific_journal-4734	135	15	xs	xs	PROPN
american_scientific_journal-4734	135	16	u	u	NOUN
american_scientific_journal-4734	136	1	f	f	PROPN
american_scientific_journal-4734	136	2	r	r	NOUN
american_scientific_journal-4734	136	3	t	t	X
american_scientific_journal-4734	136	4	y	y	PROPN
american_scientific_journal-4734	136	5	z	z	PROPN
american_scientific_journal-4734	136	6	v	v	PROPN
american_scientific_journal-4734	136	7	v	v	INTJ
american_scientific_journal-4734	137	1	f	f	PROPN
american_scientific_journal-4734	137	2	zs	zs	NOUN
american_scientific_journal-4734	137	3	x	x	SYM
american_scientific_journal-4734	137	4	f	f	PUNCT
american_scientific_journal-4734	137	5	u	u	NOUN
american_scientific_journal-4734	137	6	r	r	NOUN
american_scientific_journal-4734	137	7	t	t	X
american_scientific_journal-4734	137	8	y	y	PROPN
american_scientific_journal-4734	137	9	f	f	PROPN
american_scientific_journal-4734	137	10	v	v	INTJ
american_scientific_journal-4734	137	11	m	m	NOUN
american_scientific_journal-4734	137	12	m	m	VERB
american_scientific_journal-4734	137	13	p	p	ADJ
american_scientific_journal-4734	137	14	mp	mp	PROPN
american_scientific_journal-4734	137	15	z	z	PROPN
american_scientific_journal-4734	137	16			PROPN
american_scientific_journal-4734	137	17			PROPN
american_scientific_journal-4734	137	18			ADJ
american_scientific_journal-4734	137	19			PROPN
american_scientific_journal-4734	137	20			PROPN
american_scientific_journal-4734	137	21			PROPN
american_scientific_journal-4734	137	22			PROPN
american_scientific_journal-4734	137	23			PROPN
american_scientific_journal-4734	137	24			VERB
american_scientific_journal-4734	137	25			NUM
american_scientific_journal-4734	137	26			ADJ
american_scientific_journal-4734	137	27			NOUN
american_scientific_journal-4734	137	28			PROPN
american_scientific_journal-4734	137	29			PROPN
american_scientific_journal-4734	137	30			NOUN
american_scientific_journal-4734	137	31			PROPN
american_scientific_journal-4734	137	32			NOUN
american_scientific_journal-4734	137	33			PROPN
american_scientific_journal-4734	137	34			ADJ
american_scientific_journal-4734	137	35	=	=	NOUN
american_scientific_journal-4734	137	36			ADJ
american_scientific_journal-4734	137	37			PROPN
american_scientific_journal-4734	137	38			ADJ
american_scientific_journal-4734	137	39			ADP
american_scientific_journal-4734	137	40			PROPN
american_scientific_journal-4734	137	41			ADJ
american_scientific_journal-4734	137	42			PROPN
american_scientific_journal-4734	137	43			ADJ
american_scientific_journal-4734	137	44			ADJ
american_scientific_journal-4734	137	45			NOUN
american_scientific_journal-4734	137	46			ADP
american_scientific_journal-4734	137	47			PROPN
american_scientific_journal-4734	137	48			ADJ
american_scientific_journal-4734	137	49			PROPN
american_scientific_journal-4734	137	50			ADJ
american_scientific_journal-4734	137	51			ADJ
american_scientific_journal-4734	137	52			NOUN
american_scientific_journal-4734	137	53			NOUN
american_scientific_journal-4734	137	54			NOUN
american_scientific_journal-4734	138	1			PROPN
american_scientific_journal-4734	138	2			PART
american_scientific_journal-4734	138	3			NOUN
american_scientific_journal-4734	138	4			ADJ
american_scientific_journal-4734	138	5			PROPN
american_scientific_journal-4734	138	6			NOUN
american_scientific_journal-4734	139	1			NOUN
american_scientific_journal-4734	139	2			NOUN
american_scientific_journal-4734	139	3			PROPN
american_scientific_journal-4734	139	4			NOUN
american_scientific_journal-4734	139	5			NUM
american_scientific_journal-4734	139	6			ADJ
american_scientific_journal-4734	139	7			NOUN
american_scientific_journal-4734	139	8			NOUN
american_scientific_journal-4734	139	9			PROPN
american_scientific_journal-4734	139	10			NOUN
american_scientific_journal-4734	139	11	=	=	NOUN
american_scientific_journal-4734	139	12	=	=	PUNCT
american_scientific_journal-4734	139	13	=	=	NOUN
american_scientific_journal-4734	139	14			ADJ
american_scientific_journal-4734	139	15			NOUN
american_scientific_journal-4734	139	16			PROPN
american_scientific_journal-4734	139	17			ADJ
american_scientific_journal-4734	139	18			ADJ
american_scientific_journal-4734	139	19			NOUN
american_scientific_journal-4734	139	20			PROPN
american_scientific_journal-4734	139	21			ADJ
american_scientific_journal-4734	139	22			ADJ
american_scientific_journal-4734	139	23			NOUN
american_scientific_journal-4734	139	24			NOUN
american_scientific_journal-4734	139	25			VERB
american_scientific_journal-4734	139	26	(	(	PUNCT
american_scientific_journal-4734	139	27	7	7	NUM
american_scientific_journal-4734	139	28	)	)	PUNCT
american_scientific_journal-4734	139	29	2.2.2	2.2.2	NUM
american_scientific_journal-4734	139	30	distortion	distortion	NOUN
american_scientific_journal-4734	139	31	model	model	NOUN
american_scientific_journal-4734	139	32	there	there	PRON
american_scientific_journal-4734	139	33	is	be	VERB
american_scientific_journal-4734	139	34	no	no	DET
american_scientific_journal-4734	139	35	distortion	distortion	NOUN
american_scientific_journal-4734	139	36	in	in	ADP
american_scientific_journal-4734	139	37	the	the	DET
american_scientific_journal-4734	139	38	ideal	ideal	ADJ
american_scientific_journal-4734	139	39	image	image	NOUN
american_scientific_journal-4734	139	40	coordinate	coordinate	NOUN
american_scientific_journal-4734	139	41	system	system	NOUN
american_scientific_journal-4734	139	42	,	,	PUNCT
american_scientific_journal-4734	139	43	and	and	CCONJ
american_scientific_journal-4734	139	44	the	the	DET
american_scientific_journal-4734	139	45	camera	camera	NOUN
american_scientific_journal-4734	139	46	imaging	imaging	NOUN
american_scientific_journal-4734	139	47	model	model	NOUN
american_scientific_journal-4734	139	48	is	be	AUX
american_scientific_journal-4734	139	49	divided	divide	VERB
american_scientific_journal-4734	139	50	into	into	ADP
american_scientific_journal-4734	139	51	linear	linear	PROPN
american_scientific_journal-4734	139	52	model	model	NOUN
american_scientific_journal-4734	139	53	.	.	PUNCT
american_scientific_journal-4734	140	1	however	however	ADV
american_scientific_journal-4734	140	2	,	,	PUNCT
american_scientific_journal-4734	140	3	in	in	ADP
american_scientific_journal-4734	140	4	practice	practice	NOUN
american_scientific_journal-4734	140	5	,	,	PUNCT
american_scientific_journal-4734	140	6	due	due	ADP
american_scientific_journal-4734	140	7	to	to	ADP
american_scientific_journal-4734	140	8	the	the	DET
american_scientific_journal-4734	140	9	influence	influence	NOUN
american_scientific_journal-4734	140	10	of	of	ADP
american_scientific_journal-4734	140	11	camera	camera	NOUN
american_scientific_journal-4734	140	12	lens	lens	NOUN
american_scientific_journal-4734	140	13	processing	processing	NOUN
american_scientific_journal-4734	140	14	technology	technology	NOUN
american_scientific_journal-4734	140	15	and	and	CCONJ
american_scientific_journal-4734	140	16	other	other	ADJ
american_scientific_journal-4734	140	17	factors	factor	NOUN
american_scientific_journal-4734	140	18	,	,	PUNCT
american_scientific_journal-4734	140	19	the	the	DET
american_scientific_journal-4734	140	20	lens	lens	NOUN
american_scientific_journal-4734	140	21	is	be	AUX
american_scientific_journal-4734	140	22	often	often	ADV
american_scientific_journal-4734	140	23	distorted	distort	VERB
american_scientific_journal-4734	140	24	,	,	PUNCT
american_scientific_journal-4734	140	25	resulting	result	VERB
american_scientific_journal-4734	140	26	in	in	ADP
american_scientific_journal-4734	140	27	different	different	ADJ
american_scientific_journal-4734	140	28	magnification	magnification	NOUN
american_scientific_journal-4734	140	29	of	of	ADP
american_scientific_journal-4734	140	30	different	different	ADJ
american_scientific_journal-4734	140	31	areas	area	NOUN
american_scientific_journal-4734	140	32	of	of	ADP
american_scientific_journal-4734	140	33	the	the	DET
american_scientific_journal-4734	140	34	image	image	NOUN
american_scientific_journal-4734	140	35	on	on	ADP
american_scientific_journal-4734	140	36	the	the	DET
american_scientific_journal-4734	140	37	focal	focal	ADJ
american_scientific_journal-4734	140	38	plane	plane	NOUN
american_scientific_journal-4734	140	39	,	,	PUNCT
american_scientific_journal-4734	140	40	resulting	result	VERB
american_scientific_journal-4734	140	41	in	in	ADP
american_scientific_journal-4734	140	42	image	image	NOUN
american_scientific_journal-4734	140	43	distortion	distortion	NOUN
american_scientific_journal-4734	140	44	,	,	PUNCT
american_scientific_journal-4734	140	45	geometric	geometric	ADJ
american_scientific_journal-4734	140	46	distortion	distortion	NOUN
american_scientific_journal-4734	140	47	and	and	CCONJ
american_scientific_journal-4734	140	48	other	other	ADJ
american_scientific_journal-4734	140	49	phenomena	phenomenon	NOUN
american_scientific_journal-4734	140	50	.	.	PUNCT
american_scientific_journal-4734	141	1	without	without	ADP
american_scientific_journal-4734	141	2	distortion	distortion	NOUN
american_scientific_journal-4734	141	3	correction	correction	NOUN
american_scientific_journal-4734	141	4	,	,	PUNCT
american_scientific_journal-4734	141	5	the	the	DET
american_scientific_journal-4734	141	6	detection	detection	NOUN
american_scientific_journal-4734	141	7	accuracy	accuracy	NOUN
american_scientific_journal-4734	141	8	will	will	AUX
american_scientific_journal-4734	141	9	decrease	decrease	VERB
american_scientific_journal-4734	141	10	.	.	PUNCT
american_scientific_journal-4734	142	1	there	there	PRON
american_scientific_journal-4734	142	2	are	be	VERB
american_scientific_journal-4734	142	3	two	two	NUM
american_scientific_journal-4734	142	4	kinds	kind	NOUN
american_scientific_journal-4734	142	5	of	of	ADP
american_scientific_journal-4734	142	6	lens	lens	NOUN
american_scientific_journal-4734	142	7	distortion	distortion	NOUN
american_scientific_journal-4734	142	8	in	in	ADP
american_scientific_journal-4734	142	9	practice	practice	NOUN
american_scientific_journal-4734	142	10	:	:	PUNCT
american_scientific_journal-4734	142	11	radial	radial	ADJ
american_scientific_journal-4734	142	12	distortion	distortion	NOUN
american_scientific_journal-4734	142	13	and	and	CCONJ
american_scientific_journal-4734	142	14	tangential	tangential	ADJ
american_scientific_journal-4734	142	15	distortion	distortion	NOUN
american_scientific_journal-4734	142	16	.	.	PUNCT
american_scientific_journal-4734	143	1	radial	radial	ADJ
american_scientific_journal-4734	143	2	distortion	distortion	NOUN
american_scientific_journal-4734	143	3	radial	radial	ADJ
american_scientific_journal-4734	143	4	distortion	distortion	NOUN
american_scientific_journal-4734	143	5	is	be	AUX
american_scientific_journal-4734	143	6	a	a	DET
american_scientific_journal-4734	143	7	phenomenon	phenomenon	NOUN
american_scientific_journal-4734	143	8	that	that	SCONJ
american_scientific_journal-4734	143	9	pixel	pixel	PROPN
american_scientific_journal-4734	143	10	points	point	NOUN
american_scientific_journal-4734	143	11	are	be	AUX
american_scientific_journal-4734	143	12	offset	offset	VERB
american_scientific_journal-4734	143	13	in	in	ADP
american_scientific_journal-4734	143	14	the	the	DET
american_scientific_journal-4734	143	15	radial	radial	ADJ
american_scientific_journal-4734	143	16	direction	direction	NOUN
american_scientific_journal-4734	143	17	.	.	PUNCT
american_scientific_journal-4734	144	1	it	it	PRON
american_scientific_journal-4734	144	2	is	be	AUX
american_scientific_journal-4734	144	3	common	common	ADJ
american_scientific_journal-4734	144	4	in	in	ADP
american_scientific_journal-4734	144	5	most	most	ADJ
american_scientific_journal-4734	144	6	american	american	ADJ
american_scientific_journal-4734	144	7	scientific	scientific	ADJ
american_scientific_journal-4734	144	8	research	research	NOUN
american_scientific_journal-4734	144	9	journal	journal	NOUN
american_scientific_journal-4734	144	10	for	for	ADP
american_scientific_journal-4734	144	11	engineering	engineering	NOUN
american_scientific_journal-4734	144	12	,	,	PUNCT
american_scientific_journal-4734	144	13	technology	technology	NOUN
american_scientific_journal-4734	144	14	,	,	PUNCT
american_scientific_journal-4734	144	15	and	and	CCONJ
american_scientific_journal-4734	144	16	sciences	science	NOUN
american_scientific_journal-4734	144	17	(	(	PUNCT
american_scientific_journal-4734	144	18	asrjets	asrjet	NOUN
american_scientific_journal-4734	144	19	)	)	PUNCT
american_scientific_journal-4734	144	20	(	(	PUNCT
american_scientific_journal-4734	144	21	2019	2019	NUM
american_scientific_journal-4734	144	22	)	)	PUNCT
american_scientific_journal-4734	144	23	volume	volume	NOUN
american_scientific_journal-4734	144	24	53	53	NUM
american_scientific_journal-4734	144	25	,	,	PUNCT
american_scientific_journal-4734	144	26	no	no	DET
american_scientific_journal-4734	144	27	1	1	NUM
american_scientific_journal-4734	144	28	,	,	PUNCT
american_scientific_journal-4734	144	29	pp	pp	ADV
american_scientific_journal-4734	144	30	128	128	NUM
american_scientific_journal-4734	144	31	-	-	SYM
american_scientific_journal-4734	144	32	144	144	NUM
american_scientific_journal-4734	144	33	137	137	NUM
american_scientific_journal-4734	144	34	lenses	lense	NOUN
american_scientific_journal-4734	144	35	,	,	PUNCT
american_scientific_journal-4734	144	36	and	and	CCONJ
american_scientific_journal-4734	144	37	the	the	DET
american_scientific_journal-4734	144	38	distortion	distortion	NOUN
american_scientific_journal-4734	144	39	coefficient	coefficient	NOUN
american_scientific_journal-4734	144	40	is	be	AUX
american_scientific_journal-4734	144	41	k.	k.	PROPN
american_scientific_journal-4734	144	42	radial	radial	ADJ
american_scientific_journal-4734	144	43	distortion	distortion	NOUN
american_scientific_journal-4734	144	44	is	be	AUX
american_scientific_journal-4734	144	45	symmetric	symmetric	ADJ
american_scientific_journal-4734	144	46	about	about	ADP
american_scientific_journal-4734	144	47	the	the	DET
american_scientific_journal-4734	144	48	main	main	ADJ
american_scientific_journal-4734	144	49	optical	optical	ADJ
american_scientific_journal-4734	144	50	axis	axis	NOUN
american_scientific_journal-4734	144	51	of	of	ADP
american_scientific_journal-4734	144	52	camera	camera	NOUN
american_scientific_journal-4734	144	53	lens	len	NOUN
american_scientific_journal-4734	144	54	,	,	PUNCT
american_scientific_journal-4734	144	55	which	which	PRON
american_scientific_journal-4734	144	56	is	be	AUX
american_scientific_journal-4734	144	57	divided	divide	VERB
american_scientific_journal-4734	144	58	into	into	ADP
american_scientific_journal-4734	144	59	pillow	pillow	NOUN
american_scientific_journal-4734	144	60	distortion	distortion	NOUN
american_scientific_journal-4734	144	61	and	and	CCONJ
american_scientific_journal-4734	144	62	barrel	barrel	NOUN
american_scientific_journal-4734	144	63	distortion	distortion	NOUN
american_scientific_journal-4734	144	64	.	.	PUNCT
american_scientific_journal-4734	145	1	because	because	SCONJ
american_scientific_journal-4734	145	2	the	the	DET
american_scientific_journal-4734	145	3	magnification	magnification	NOUN
american_scientific_journal-4734	145	4	of	of	ADP
american_scientific_journal-4734	145	5	the	the	DET
american_scientific_journal-4734	145	6	lens	lens	NOUN
american_scientific_journal-4734	145	7	edge	edge	NOUN
american_scientific_journal-4734	145	8	is	be	AUX
american_scientific_journal-4734	145	9	higher	high	ADJ
american_scientific_journal-4734	145	10	than	than	ADP
american_scientific_journal-4734	145	11	the	the	DET
american_scientific_journal-4734	145	12	central	central	ADJ
american_scientific_journal-4734	145	13	position	position	NOUN
american_scientific_journal-4734	145	14	,	,	PUNCT
american_scientific_journal-4734	145	15	the	the	DET
american_scientific_journal-4734	145	16	edge	edge	NOUN
american_scientific_journal-4734	145	17	of	of	ADP
american_scientific_journal-4734	145	18	the	the	DET
american_scientific_journal-4734	145	19	image	image	NOUN
american_scientific_journal-4734	145	20	is	be	AUX
american_scientific_journal-4734	145	21	concave	concave	VERB
american_scientific_journal-4734	145	22	inward	inward	ADV
american_scientific_journal-4734	145	23	,	,	PUNCT
american_scientific_journal-4734	145	24	so	so	CCONJ
american_scientific_journal-4734	145	25	the	the	DET
american_scientific_journal-4734	145	26	pillow	pillow	NOUN
american_scientific_journal-4734	145	27	distortion	distortion	NOUN
american_scientific_journal-4734	145	28	is	be	AUX
american_scientific_journal-4734	145	29	also	also	ADV
american_scientific_journal-4734	145	30	known	know	VERB
american_scientific_journal-4734	145	31	as	as	ADP
american_scientific_journal-4734	145	32	negative	negative	ADJ
american_scientific_journal-4734	145	33	distortion	distortion	NOUN
american_scientific_journal-4734	145	34	.	.	PUNCT
american_scientific_journal-4734	146	1	because	because	SCONJ
american_scientific_journal-4734	146	2	the	the	DET
american_scientific_journal-4734	146	3	magnification	magnification	NOUN
american_scientific_journal-4734	146	4	of	of	ADP
american_scientific_journal-4734	146	5	the	the	DET
american_scientific_journal-4734	146	6	lens	lens	NOUN
american_scientific_journal-4734	146	7	edge	edge	NOUN
american_scientific_journal-4734	146	8	is	be	AUX
american_scientific_journal-4734	146	9	higher	high	ADJ
american_scientific_journal-4734	146	10	than	than	ADP
american_scientific_journal-4734	146	11	the	the	DET
american_scientific_journal-4734	146	12	center	center	NOUN
american_scientific_journal-4734	146	13	position	position	NOUN
american_scientific_journal-4734	146	14	,	,	PUNCT
american_scientific_journal-4734	146	15	the	the	DET
american_scientific_journal-4734	146	16	edge	edge	NOUN
american_scientific_journal-4734	146	17	of	of	ADP
american_scientific_journal-4734	146	18	the	the	DET
american_scientific_journal-4734	146	19	image	image	NOUN
american_scientific_journal-4734	146	20	bulges	bulge	NOUN
american_scientific_journal-4734	146	21	outward	outward	ADV
american_scientific_journal-4734	146	22	,	,	PUNCT
american_scientific_journal-4734	146	23	so	so	CCONJ
american_scientific_journal-4734	146	24	the	the	DET
american_scientific_journal-4734	146	25	pillow	pillow	NOUN
american_scientific_journal-4734	146	26	distortion	distortion	NOUN
american_scientific_journal-4734	146	27	is	be	AUX
american_scientific_journal-4734	146	28	also	also	ADV
american_scientific_journal-4734	146	29	known	know	VERB
american_scientific_journal-4734	146	30	as	as	ADP
american_scientific_journal-4734	146	31	the	the	DET
american_scientific_journal-4734	146	32	positive	positive	ADJ
american_scientific_journal-4734	146	33	distortion	distortion	NOUN
american_scientific_journal-4734	146	34	.	.	PUNCT
american_scientific_journal-4734	147	1	assume	assume	VERB
american_scientific_journal-4734	147	2	that	that	SCONJ
american_scientific_journal-4734	147	3	the	the	DET
american_scientific_journal-4734	147	4	ideal	ideal	ADJ
american_scientific_journal-4734	147	5	coordinate	coordinate	NOUN
american_scientific_journal-4734	147	6	of	of	ADP
american_scientific_journal-4734	147	7	a	a	DET
american_scientific_journal-4734	147	8	point	point	NOUN
american_scientific_journal-4734	147	9	in	in	ADP
american_scientific_journal-4734	147	10	the	the	DET
american_scientific_journal-4734	147	11	image	image	NOUN
american_scientific_journal-4734	147	12	coordinate	coordinate	NOUN
american_scientific_journal-4734	147	13	system	system	NOUN
american_scientific_journal-4734	147	14	in	in	ADP
american_scientific_journal-4734	147	15	the	the	DET
american_scientific_journal-4734	147	16	camera	camera	NOUN
american_scientific_journal-4734	147	17	coordinate	coordinate	NOUN
american_scientific_journal-4734	147	18	system	system	NOUN
american_scientific_journal-4734	147	19	is	be	AUX
american_scientific_journal-4734	147	20	(	(	PUNCT
american_scientific_journal-4734	147	21	)	)	PUNCT
american_scientific_journal-4734	147	22	x	x	X
american_scientific_journal-4734	147	23	,	,	PUNCT
american_scientific_journal-4734	147	24	y	y	PROPN
american_scientific_journal-4734	147	25	,	,	PUNCT
american_scientific_journal-4734	147	26	and	and	CCONJ
american_scientific_journal-4734	147	27	the	the	DET
american_scientific_journal-4734	147	28	radial	radial	ADJ
american_scientific_journal-4734	147	29	distortion	distortion	NOUN
american_scientific_journal-4734	147	30	value	value	NOUN
american_scientific_journal-4734	147	31	is	be	AUX
american_scientific_journal-4734	147	32	r	r	NOUN
american_scientific_journal-4734	147	33	r	r	NOUN
american_scientific_journal-4734	147	34	(	(	PUNCT
american_scientific_journal-4734	147	35	,	,	PUNCT
american_scientific_journal-4734	147	36	)	)	PUNCT
american_scientific_journal-4734	147	37	x	x	SYM
american_scientific_journal-4734	147	38	y∆	y∆	PROPN
american_scientific_journal-4734	147	39	∆	∆	PROPN
american_scientific_journal-4734	147	40	,	,	PUNCT
american_scientific_journal-4734	147	41	then	then	ADV
american_scientific_journal-4734	147	42	the	the	DET
american_scientific_journal-4734	147	43	mathematical	mathematical	ADJ
american_scientific_journal-4734	147	44	model	model	NOUN
american_scientific_journal-4734	147	45	of	of	ADP
american_scientific_journal-4734	147	46	radial	radial	ADJ
american_scientific_journal-4734	147	47	distortion	distortion	NOUN
american_scientific_journal-4734	147	48	is	be	AUX
american_scientific_journal-4734	147	49	:	:	PUNCT
american_scientific_journal-4734	147	50	(	(	PUNCT
american_scientific_journal-4734	147	51	)	)	PUNCT
american_scientific_journal-4734	147	52	(	(	PUNCT
american_scientific_journal-4734	147	53	)	)	PUNCT
american_scientific_journal-4734	147	54	2	2	NUM
american_scientific_journal-4734	147	55	4	4	NUM
american_scientific_journal-4734	147	56	6	6	NUM
american_scientific_journal-4734	147	57	r	r	NOUN
american_scientific_journal-4734	147	58	1	1	NUM
american_scientific_journal-4734	147	59	2	2	NUM
american_scientific_journal-4734	147	60	3	3	NUM
american_scientific_journal-4734	147	61	2	2	NUM
american_scientific_journal-4734	147	62	4	4	NUM
american_scientific_journal-4734	147	63	6	6	NUM
american_scientific_journal-4734	147	64	r	r	NOUN
american_scientific_journal-4734	147	65	1	1	NUM
american_scientific_journal-4734	147	66	2	2	NUM
american_scientific_journal-4734	147	67	3	3	NUM
american_scientific_journal-4734	147	68	...	...	PUNCT
american_scientific_journal-4734	147	69	...	...	PUNCT
american_scientific_journal-4734	148	1	x	x	PUNCT
american_scientific_journal-4734	148	2	x	x	X
american_scientific_journal-4734	149	1	k	k	NOUN
american_scientific_journal-4734	149	2	r	r	NOUN
american_scientific_journal-4734	149	3	k	k	NOUN
american_scientific_journal-4734	149	4	r	r	NOUN
american_scientific_journal-4734	149	5	k	k	NOUN
american_scientific_journal-4734	149	6	r	r	NOUN
american_scientific_journal-4734	149	7	y	y	PROPN
american_scientific_journal-4734	149	8	y	y	PROPN
american_scientific_journal-4734	149	9	k	k	NOUN
american_scientific_journal-4734	149	10	r	r	NOUN
american_scientific_journal-4734	149	11	k	k	NOUN
american_scientific_journal-4734	149	12	r	r	NOUN
american_scientific_journal-4734	149	13	k	k	NOUN
american_scientific_journal-4734	149	14	r	r	NOUN
american_scientific_journal-4734	149	15	∆	∆	PROPN
american_scientific_journal-4734	149	16	∆	∆	X
american_scientific_journal-4734	149	17			NOUN
american_scientific_journal-4734	149	18	=	=	PUNCT
american_scientific_journal-4734	150	1	+	+	PUNCT
american_scientific_journal-4734	151	1	+	+	CCONJ
american_scientific_journal-4734	151	2	+	+	ADJ
american_scientific_journal-4734	151	3			ADJ
american_scientific_journal-4734	151	4			X
american_scientific_journal-4734	151	5	=	=	X
american_scientific_journal-4734	151	6	+	+	PROPN
american_scientific_journal-4734	151	7	+	+	CCONJ
american_scientific_journal-4734	151	8	+	+	ADJ
american_scientific_journal-4734	151	9			X
american_scientific_journal-4734	151	10	(	(	PUNCT
american_scientific_journal-4734	151	11	8)	8)	NUM
american_scientific_journal-4734	151	12	2	2	NUM
american_scientific_journal-4734	151	13	2r	2r	NUM
american_scientific_journal-4734	151	14	x	x	PUNCT
american_scientific_journal-4734	151	15	y=	y=	PROPN
american_scientific_journal-4734	152	1	+	+	CCONJ
american_scientific_journal-4734	152	2	(	(	PUNCT
american_scientific_journal-4734	152	3	9	9	NUM
american_scientific_journal-4734	152	4	)	)	PUNCT
american_scientific_journal-4734	152	5	where	where	SCONJ
american_scientific_journal-4734	152	6	,	,	PUNCT
american_scientific_journal-4734	152	7	1k	1k	PROPN
american_scientific_journal-4734	152	8	、	、	NOUN
american_scientific_journal-4734	152	9	2k	2k	PROPN
american_scientific_journal-4734	152	10	and	and	CCONJ
american_scientific_journal-4734	152	11	3k	3k	PRON
american_scientific_journal-4734	152	12	are	be	AUX
american_scientific_journal-4734	152	13	radial	radial	ADJ
american_scientific_journal-4734	152	14	distortion	distortion	NOUN
american_scientific_journal-4734	152	15	coefficients	coefficient	NOUN
american_scientific_journal-4734	152	16	.	.	PUNCT
american_scientific_journal-4734	153	1	tangential	tangential	ADJ
american_scientific_journal-4734	153	2	distortion	distortion	NOUN
american_scientific_journal-4734	153	3	.	.	PUNCT
american_scientific_journal-4734	154	1	tangential	tangential	ADJ
american_scientific_journal-4734	154	2	distortion	distortion	NOUN
american_scientific_journal-4734	154	3	is	be	AUX
american_scientific_journal-4734	154	4	caused	cause	VERB
american_scientific_journal-4734	154	5	by	by	ADP
american_scientific_journal-4734	154	6	the	the	DET
american_scientific_journal-4734	154	7	misalignment	misalignment	NOUN
american_scientific_journal-4734	154	8	of	of	ADP
american_scientific_journal-4734	154	9	optical	optical	ADJ
american_scientific_journal-4734	154	10	lens	len	NOUN
american_scientific_journal-4734	154	11	'	'	PART
american_scientific_journal-4734	154	12	optical	optical	ADJ
american_scientific_journal-4734	154	13	center	center	NOUN
american_scientific_journal-4734	154	14	and	and	CCONJ
american_scientific_journal-4734	154	15	geometric	geometric	ADJ
american_scientific_journal-4734	154	16	center	center	NOUN
american_scientific_journal-4734	154	17	.	.	PUNCT
american_scientific_journal-4734	155	1	assuming	assume	VERB
american_scientific_journal-4734	155	2	that	that	SCONJ
american_scientific_journal-4734	155	3	the	the	DET
american_scientific_journal-4734	155	4	ideal	ideal	ADJ
american_scientific_journal-4734	155	5	coordinate	coordinate	NOUN
american_scientific_journal-4734	155	6	of	of	ADP
american_scientific_journal-4734	155	7	a	a	DET
american_scientific_journal-4734	155	8	point	point	NOUN
american_scientific_journal-4734	155	9	in	in	ADP
american_scientific_journal-4734	155	10	the	the	DET
american_scientific_journal-4734	155	11	image	image	NOUN
american_scientific_journal-4734	155	12	coordinate	coordinate	NOUN
american_scientific_journal-4734	155	13	system	system	NOUN
american_scientific_journal-4734	155	14	in	in	ADP
american_scientific_journal-4734	155	15	the	the	DET
american_scientific_journal-4734	155	16	camera	camera	NOUN
american_scientific_journal-4734	155	17	coordinate	coordinate	NOUN
american_scientific_journal-4734	155	18	system	system	NOUN
american_scientific_journal-4734	155	19	is	be	AUX
american_scientific_journal-4734	155	20	(	(	PUNCT
american_scientific_journal-4734	155	21	)	)	PUNCT
american_scientific_journal-4734	155	22	x	x	X
american_scientific_journal-4734	155	23	,	,	PUNCT
american_scientific_journal-4734	155	24	y	y	PROPN
american_scientific_journal-4734	155	25	and	and	CCONJ
american_scientific_journal-4734	155	26	the	the	DET
american_scientific_journal-4734	155	27	tangential	tangential	ADJ
american_scientific_journal-4734	155	28	distortion	distortion	NOUN
american_scientific_journal-4734	155	29	value	value	NOUN
american_scientific_journal-4734	155	30	is	be	AUX
american_scientific_journal-4734	155	31	(	(	PUNCT
american_scientific_journal-4734	155	32	,	,	PUNCT
american_scientific_journal-4734	155	33	)	)	PUNCT
american_scientific_journal-4734	155	34	d	d	NOUN
american_scientific_journal-4734	155	35	dx	dx	PROPN
american_scientific_journal-4734	155	36	y∆	y∆	PROPN
american_scientific_journal-4734	155	37	∆	∆	PROPN
american_scientific_journal-4734	155	38	,	,	PUNCT
american_scientific_journal-4734	155	39	then	then	ADV
american_scientific_journal-4734	155	40	the	the	DET
american_scientific_journal-4734	155	41	mathematical	mathematical	ADJ
american_scientific_journal-4734	155	42	model	model	NOUN
american_scientific_journal-4734	155	43	of	of	ADP
american_scientific_journal-4734	155	44	tangential	tangential	ADJ
american_scientific_journal-4734	155	45	distortion	distortion	NOUN
american_scientific_journal-4734	155	46	is	be	AUX
american_scientific_journal-4734	155	47	:	:	PUNCT
american_scientific_journal-4734	155	48	(	(	PUNCT
american_scientific_journal-4734	155	49	)	)	PUNCT
american_scientific_journal-4734	155	50	(	(	PUNCT
american_scientific_journal-4734	155	51	)	)	PUNCT
american_scientific_journal-4734	155	52	2	2	NUM
american_scientific_journal-4734	155	53	2	2	NUM
american_scientific_journal-4734	155	54	1	1	NUM
american_scientific_journal-4734	155	55	2	2	NUM
american_scientific_journal-4734	155	56	2	2	NUM
american_scientific_journal-4734	155	57	2	2	NUM
american_scientific_journal-4734	155	58	1	1	NUM
american_scientific_journal-4734	155	59	2	2	NUM
american_scientific_journal-4734	155	60	2	2	NUM
american_scientific_journal-4734	155	61	2	2	NUM
american_scientific_journal-4734	155	62	2	2	NUM
american_scientific_journal-4734	155	63	2	2	NUM
american_scientific_journal-4734	155	64	d	d	NOUN
american_scientific_journal-4734	155	65	d	d	NOUN
american_scientific_journal-4734	155	66	x	x	X
american_scientific_journal-4734	155	67	p	p	X
american_scientific_journal-4734	155	68	xy	xy	PROPN
american_scientific_journal-4734	155	69	p	p	NOUN
american_scientific_journal-4734	155	70	r	r	NOUN
american_scientific_journal-4734	155	71	x	x	PUNCT
american_scientific_journal-4734	155	72	y	y	NOUN
american_scientific_journal-4734	155	73	p	p	NOUN
american_scientific_journal-4734	155	74	r	r	X
american_scientific_journal-4734	155	75	y	y	PROPN
american_scientific_journal-4734	155	76	p	p	X
american_scientific_journal-4734	155	77	xy	xy	PROPN
american_scientific_journal-4734	155	78	∆	∆	PROPN
american_scientific_journal-4734	155	79	∆	∆	X
american_scientific_journal-4734	155	80			NOUN
american_scientific_journal-4734	155	81	=	=	PUNCT
american_scientific_journal-4734	156	1	+	+	PUNCT
american_scientific_journal-4734	156	2	+	+	ADJ
american_scientific_journal-4734	156	3			ADJ
american_scientific_journal-4734	156	4			X
american_scientific_journal-4734	156	5	=	=	X
american_scientific_journal-4734	156	6	+	+	PUNCT
american_scientific_journal-4734	156	7	+	+	ADJ
american_scientific_journal-4734	156	8			X
american_scientific_journal-4734	156	9	(	(	PUNCT
american_scientific_journal-4734	156	10	10	10	NUM
american_scientific_journal-4734	156	11	)	)	PUNCT
american_scientific_journal-4734	156	12	where	where	SCONJ
american_scientific_journal-4734	156	13	,	,	PUNCT
american_scientific_journal-4734	156	14	1p	1p	NUM
american_scientific_journal-4734	156	15	and	and	CCONJ
american_scientific_journal-4734	156	16	2p	2p	NUM
american_scientific_journal-4734	156	17	are	be	AUX
american_scientific_journal-4734	156	18	tangential	tangential	ADJ
american_scientific_journal-4734	156	19	distortion	distortion	NOUN
american_scientific_journal-4734	156	20	coefficients	coefficient	NOUN
american_scientific_journal-4734	156	21	.	.	PUNCT
american_scientific_journal-4734	157	1	2.3	2.3	NUM
american_scientific_journal-4734	157	2	network	network	NOUN
american_scientific_journal-4734	157	3	design	design	NOUN
american_scientific_journal-4734	157	4	since	since	SCONJ
american_scientific_journal-4734	157	5	it	it	PRON
american_scientific_journal-4734	157	6	was	be	AUX
american_scientific_journal-4734	157	7	first	first	ADV
american_scientific_journal-4734	157	8	proposed	propose	VERB
american_scientific_journal-4734	157	9	in	in	ADP
american_scientific_journal-4734	157	10	2015	2015	NUM
american_scientific_journal-4734	157	11	,	,	PUNCT
american_scientific_journal-4734	157	12	the	the	DET
american_scientific_journal-4734	157	13	full	full	ADJ
american_scientific_journal-4734	157	14	convolutional	convolutional	ADJ
american_scientific_journal-4734	157	15	neural	neural	ADJ
american_scientific_journal-4734	157	16	network	network	NOUN
american_scientific_journal-4734	157	17	has	have	AUX
american_scientific_journal-4734	157	18	been	be	AUX
american_scientific_journal-4734	157	19	widely	widely	ADV
american_scientific_journal-4734	157	20	applied	apply	VERB
american_scientific_journal-4734	157	21	due	due	ADP
american_scientific_journal-4734	157	22	to	to	ADP
american_scientific_journal-4734	157	23	its	its	PRON
american_scientific_journal-4734	157	24	excellent	excellent	ADJ
american_scientific_journal-4734	157	25	performance	performance	NOUN
american_scientific_journal-4734	157	26	in	in	ADP
american_scientific_journal-4734	157	27	image	image	NOUN
american_scientific_journal-4734	157	28	segmentation	segmentation	NOUN
american_scientific_journal-4734	157	29	[	[	X
american_scientific_journal-4734	157	30	6	6	NUM
american_scientific_journal-4734	157	31	]	]	PUNCT
american_scientific_journal-4734	157	32	.	.	PUNCT
american_scientific_journal-4734	158	1	by	by	ADP
american_scientific_journal-4734	158	2	taking	take	VERB
american_scientific_journal-4734	158	3	advantage	advantage	NOUN
american_scientific_journal-4734	158	4	of	of	ADP
american_scientific_journal-4734	158	5	the	the	DET
american_scientific_journal-4734	158	6	spatial	spatial	ADJ
american_scientific_journal-4734	158	7	redundancy	redundancy	NOUN
american_scientific_journal-4734	158	8	of	of	ADP
american_scientific_journal-4734	158	9	adjacent	adjacent	ADJ
american_scientific_journal-4734	158	10	pixels	pixel	NOUN
american_scientific_journal-4734	158	11	through	through	ADP
american_scientific_journal-4734	158	12	convolution	convolution	NOUN
american_scientific_journal-4734	158	13	operation	operation	NOUN
american_scientific_journal-4734	158	14	,	,	PUNCT
american_scientific_journal-4734	158	15	the	the	DET
american_scientific_journal-4734	158	16	full	full	ADJ
american_scientific_journal-4734	158	17	connection	connection	NOUN
american_scientific_journal-4734	158	18	layer	layer	NOUN
american_scientific_journal-4734	158	19	in	in	ADP
american_scientific_journal-4734	158	20	the	the	DET
american_scientific_journal-4734	158	21	network	network	NOUN
american_scientific_journal-4734	158	22	is	be	AUX
american_scientific_journal-4734	158	23	replaced	replace	VERB
american_scientific_journal-4734	158	24	by	by	ADP
american_scientific_journal-4734	158	25	convolution	convolution	NOUN
american_scientific_journal-4734	158	26	layer	layer	NOUN
american_scientific_journal-4734	158	27	,	,	PUNCT
american_scientific_journal-4734	158	28	which	which	PRON
american_scientific_journal-4734	158	29	improves	improve	VERB
american_scientific_journal-4734	158	30	the	the	DET
american_scientific_journal-4734	158	31	computational	computational	ADJ
american_scientific_journal-4734	158	32	efficiency	efficiency	NOUN
american_scientific_journal-4734	158	33	to	to	ADP
american_scientific_journal-4734	158	34	a	a	DET
american_scientific_journal-4734	158	35	certain	certain	ADJ
american_scientific_journal-4734	158	36	extent	extent	NOUN
american_scientific_journal-4734	158	37	.	.	PUNCT
american_scientific_journal-4734	159	1	however	however	ADV
american_scientific_journal-4734	159	2	,	,	PUNCT
american_scientific_journal-4734	159	3	the	the	DET
american_scientific_journal-4734	159	4	full	full	ADJ
american_scientific_journal-4734	159	5	convolutional	convolutional	ADJ
american_scientific_journal-4734	159	6	neural	neural	ADJ
american_scientific_journal-4734	159	7	network	network	NOUN
american_scientific_journal-4734	159	8	does	do	AUX
american_scientific_journal-4734	159	9	not	not	PART
american_scientific_journal-4734	159	10	have	have	VERB
american_scientific_journal-4734	159	11	statistical	statistical	ADJ
american_scientific_journal-4734	159	12	efficiency	efficiency	NOUN
american_scientific_journal-4734	159	13	,	,	PUNCT
american_scientific_journal-4734	159	14	because	because	SCONJ
american_scientific_journal-4734	159	15	the	the	DET
american_scientific_journal-4734	159	16	spatial	spatial	ADJ
american_scientific_journal-4734	159	17	redundancy	redundancy	NOUN
american_scientific_journal-4734	159	18	brought	bring	VERB
american_scientific_journal-4734	159	19	by	by	ADP
american_scientific_journal-4734	159	20	convolution	convolution	NOUN
american_scientific_journal-4734	159	21	operation	operation	NOUN
american_scientific_journal-4734	159	22	limits	limit	VERB
american_scientific_journal-4734	159	23	the	the	DET
american_scientific_journal-4734	159	24	learning	learning	NOUN
american_scientific_journal-4734	159	25	of	of	ADP
american_scientific_journal-4734	159	26	information	information	NOUN
american_scientific_journal-4734	159	27	between	between	ADP
american_scientific_journal-4734	159	28	adjacent	adjacent	ADJ
american_scientific_journal-4734	159	29	pixels	pixel	NOUN
american_scientific_journal-4734	159	30	[	[	X
american_scientific_journal-4734	159	31	7	7	NUM
american_scientific_journal-4734	159	32	]	]	PUNCT
american_scientific_journal-4734	159	33	.	.	PUNCT
american_scientific_journal-4734	160	1	the	the	DET
american_scientific_journal-4734	160	2	network	network	NOUN
american_scientific_journal-4734	160	3	designed	design	VERB
american_scientific_journal-4734	160	4	in	in	ADP
american_scientific_journal-4734	160	5	this	this	DET
american_scientific_journal-4734	160	6	paper	paper	NOUN
american_scientific_journal-4734	160	7	adopts	adopt	VERB
american_scientific_journal-4734	160	8	the	the	DET
american_scientific_journal-4734	160	9	pixel	pixel	PROPN
american_scientific_journal-4734	160	10	hierarchical	hierarchical	ADJ
american_scientific_journal-4734	160	11	sampling	sampling	NOUN
american_scientific_journal-4734	160	12	strategy	strategy	NOUN
american_scientific_journal-4734	160	13	to	to	PART
american_scientific_journal-4734	160	14	increase	increase	VERB
american_scientific_journal-4734	160	15	the	the	DET
american_scientific_journal-4734	160	16	sample	sample	NOUN
american_scientific_journal-4734	160	17	diversity	diversity	NOUN
american_scientific_journal-4734	160	18	in	in	ADP
american_scientific_journal-4734	160	19	the	the	DET
american_scientific_journal-4734	160	20	process	process	NOUN
american_scientific_journal-4734	160	21	of	of	ADP
american_scientific_journal-4734	160	22	batch	batch	NOUN
american_scientific_journal-4734	160	23	stochastic	stochastic	ADJ
american_scientific_journal-4734	160	24	gradient	gradient	ADJ
american_scientific_journal-4734	160	25	descent	descent	NOUN
american_scientific_journal-4734	160	26	updating	updating	NOUN
american_scientific_journal-4734	160	27	,	,	PUNCT
american_scientific_journal-4734	160	28	and	and	CCONJ
american_scientific_journal-4734	160	29	at	at	ADP
american_scientific_journal-4734	160	30	the	the	DET
american_scientific_journal-4734	160	31	same	same	ADJ
american_scientific_journal-4734	160	32	time	time	NOUN
american_scientific_journal-4734	160	33	introduces	introduce	VERB
american_scientific_journal-4734	160	34	a	a	DET
american_scientific_journal-4734	160	35	complex	complex	ADJ
american_scientific_journal-4734	160	36	nonlinear	nonlinear	ADJ
american_scientific_journal-4734	160	37	predictor	predictor	NOUN
american_scientific_journal-4734	160	38	to	to	PART
american_scientific_journal-4734	160	39	improve	improve	VERB
american_scientific_journal-4734	160	40	the	the	DET
american_scientific_journal-4734	160	41	classification	classification	NOUN
american_scientific_journal-4734	160	42	accuracy	accuracy	NOUN
american_scientific_journal-4734	160	43	of	of	ADP
american_scientific_journal-4734	160	44	pixels	pixel	NOUN
american_scientific_journal-4734	160	45	.	.	PUNCT
american_scientific_journal-4734	161	1	its	its	PRON
american_scientific_journal-4734	161	2	network	network	NOUN
american_scientific_journal-4734	161	3	structure	structure	NOUN
american_scientific_journal-4734	161	4	is	be	AUX
american_scientific_journal-4734	161	5	shown	show	VERB
american_scientific_journal-4734	161	6	in	in	ADP
american_scientific_journal-4734	161	7	american	american	ADJ
american_scientific_journal-4734	161	8	scientific	scientific	ADJ
american_scientific_journal-4734	161	9	research	research	NOUN
american_scientific_journal-4734	161	10	journal	journal	NOUN
american_scientific_journal-4734	161	11	for	for	ADP
american_scientific_journal-4734	161	12	engineering	engineering	NOUN
american_scientific_journal-4734	161	13	,	,	PUNCT
american_scientific_journal-4734	161	14	technology	technology	NOUN
american_scientific_journal-4734	161	15	,	,	PUNCT
american_scientific_journal-4734	161	16	and	and	CCONJ
american_scientific_journal-4734	161	17	sciences	science	NOUN
american_scientific_journal-4734	161	18	(	(	PUNCT
american_scientific_journal-4734	161	19	asrjets	asrjet	NOUN
american_scientific_journal-4734	161	20	)	)	PUNCT
american_scientific_journal-4734	161	21	(	(	PUNCT
american_scientific_journal-4734	161	22	2019	2019	NUM
american_scientific_journal-4734	161	23	)	)	PUNCT
american_scientific_journal-4734	161	24	volume	volume	NOUN
american_scientific_journal-4734	161	25	53	53	NUM
american_scientific_journal-4734	161	26	,	,	PUNCT
american_scientific_journal-4734	161	27	no	no	DET
american_scientific_journal-4734	161	28	1	1	NUM
american_scientific_journal-4734	161	29	,	,	PUNCT
american_scientific_journal-4734	161	30	pp	pp	ADV
american_scientific_journal-4734	161	31	128	128	NUM
american_scientific_journal-4734	161	32	-	-	SYM
american_scientific_journal-4734	161	33	144	144	NUM
american_scientific_journal-4734	161	34	138	138	NUM
american_scientific_journal-4734	161	35	figure	figure	NOUN
american_scientific_journal-4734	161	36	5	5	NUM
american_scientific_journal-4734	161	37	.	.	PUNCT
american_scientific_journal-4734	162	1	f	f	PROPN
american_scientific_journal-4734	162	2	c	c	NOUN
american_scientific_journal-4734	162	3	f	f	PROPN
american_scientific_journal-4734	162	4	c	c	PROPN
american_scientific_journal-4734	162	5	f	f	PROPN
american_scientific_journal-4734	162	6	cinput(x	cinput(x	PROPN
american_scientific_journal-4734	162	7	)	)	PUNCT
american_scientific_journal-4734	162	8	output(k	output(k	NOUN
american_scientific_journal-4734	162	9	)	)	PUNCT
american_scientific_journal-4734	162	10	c1(p	c1(p	PROPN
american_scientific_journal-4734	162	11	)	)	PUNCT
american_scientific_journal-4734	162	12	c2(p	c2(p	PROPN
american_scientific_journal-4734	162	13	)	)	PUNCT
american_scientific_journal-4734	162	14	c5(p	c5(p	NOUN
american_scientific_journal-4734	162	15	)	)	PUNCT
american_scientific_journal-4734	162	16	h(p	h(p	PROPN
american_scientific_journal-4734	162	17	)	)	PUNCT
american_scientific_journal-4734	162	18	h(p)=[c1(p),c2(p),	h(p)=[c1(p),c2(p),	NOUN
american_scientific_journal-4734	162	19	…	…	SYM
american_scientific_journal-4734	162	20	,c5(p	,c5(p	NOUN
american_scientific_journal-4734	162	21	)	)	PUNCT
american_scientific_journal-4734	162	22	]	]	PUNCT
american_scientific_journal-4734	163	1	mlp	mlp	PROPN
american_scientific_journal-4734	163	2	convolutional	convolutional	ADJ
american_scientific_journal-4734	163	3	layers(vgg-16	layers(vgg-16	NOUN
american_scientific_journal-4734	163	4	)	)	PUNCT
american_scientific_journal-4734	163	5	c3(p	c3(p	NUM
american_scientific_journal-4734	163	6	)	)	PUNCT
american_scientific_journal-4734	163	7	c2(p	c2(p	NUM
american_scientific_journal-4734	163	8	)	)	PUNCT
american_scientific_journal-4734	163	9	c4(p	c4(p	NOUN
american_scientific_journal-4734	163	10	)	)	PUNCT
american_scientific_journal-4734	163	11	figure	figure	NOUN
american_scientific_journal-4734	163	12	5	5	NUM
american_scientific_journal-4734	163	13	:	:	PUNCT
american_scientific_journal-4734	163	14	network	network	NOUN
american_scientific_journal-4734	163	15	structure	structure	NOUN
american_scientific_journal-4734	163	16	diagram	diagram	NOUN
american_scientific_journal-4734	163	17	as	as	SCONJ
american_scientific_journal-4734	163	18	shown	show	VERB
american_scientific_journal-4734	163	19	in	in	ADP
american_scientific_journal-4734	163	20	figure	figure	NOUN
american_scientific_journal-4734	163	21	5	5	NUM
american_scientific_journal-4734	163	22	,	,	PUNCT
american_scientific_journal-4734	163	23	this	this	DET
american_scientific_journal-4734	163	24	network	network	NOUN
american_scientific_journal-4734	163	25	extracts	extract	VERB
american_scientific_journal-4734	163	26	multi	multi	ADJ
american_scientific_journal-4734	163	27	-	-	ADJ
american_scientific_journal-4734	163	28	scale	scale	ADJ
american_scientific_journal-4734	163	29	features	feature	NOUN
american_scientific_journal-4734	163	30	behind	behind	ADP
american_scientific_journal-4734	163	31	the	the	DET
american_scientific_journal-4734	163	32	vgg-16	vgg-16	X
american_scientific_journal-4734	163	33	basic	basic	ADJ
american_scientific_journal-4734	163	34	network	network	NOUN
american_scientific_journal-4734	163	35	.	.	PUNCT
american_scientific_journal-4734	164	1	in	in	ADP
american_scientific_journal-4734	164	2	the	the	DET
american_scientific_journal-4734	164	3	convolutional	convolutional	ADJ
american_scientific_journal-4734	164	4	neural	neural	ADJ
american_scientific_journal-4734	164	5	network	network	NOUN
american_scientific_journal-4734	164	6	,	,	PUNCT
american_scientific_journal-4734	164	7	the	the	PRON
american_scientific_journal-4734	164	8	deeper	deep	ADJ
american_scientific_journal-4734	164	9	the	the	DET
american_scientific_journal-4734	164	10	convolutional	convolutional	ADJ
american_scientific_journal-4734	164	11	layer	layer	NOUN
american_scientific_journal-4734	164	12	is	be	AUX
american_scientific_journal-4734	164	13	,	,	PUNCT
american_scientific_journal-4734	164	14	the	the	PRON
american_scientific_journal-4734	164	15	larger	large	ADJ
american_scientific_journal-4734	164	16	the	the	DET
american_scientific_journal-4734	164	17	corresponding	corresponding	ADJ
american_scientific_journal-4734	164	18	receptive	receptive	ADJ
american_scientific_journal-4734	164	19	field	field	NOUN
american_scientific_journal-4734	164	20	will	will	AUX
american_scientific_journal-4734	164	21	be	be	AUX
american_scientific_journal-4734	164	22	.	.	PUNCT
american_scientific_journal-4734	165	1	therefore	therefore	ADV
american_scientific_journal-4734	165	2	,	,	PUNCT
american_scientific_journal-4734	165	3	higher	high	ADJ
american_scientific_journal-4734	165	4	level	level	NOUN
american_scientific_journal-4734	165	5	of	of	ADP
american_scientific_journal-4734	165	6	image	image	NOUN
american_scientific_journal-4734	165	7	global	global	ADJ
american_scientific_journal-4734	165	8	context	context	NOUN
american_scientific_journal-4734	165	9	information	information	NOUN
american_scientific_journal-4734	165	10	can	can	AUX
american_scientific_journal-4734	165	11	be	be	AUX
american_scientific_journal-4734	165	12	obtained	obtain	VERB
american_scientific_journal-4734	165	13	,	,	PUNCT
american_scientific_journal-4734	165	14	but	but	CCONJ
american_scientific_journal-4734	165	15	low	low	ADJ
american_scientific_journal-4734	165	16	-	-	PUNCT
american_scientific_journal-4734	165	17	level	level	NOUN
american_scientific_journal-4734	165	18	image	image	NOUN
american_scientific_journal-4734	165	19	details	detail	NOUN
american_scientific_journal-4734	165	20	may	may	AUX
american_scientific_journal-4734	165	21	be	be	AUX
american_scientific_journal-4734	165	22	lost	lose	VERB
american_scientific_journal-4734	165	23	at	at	ADP
american_scientific_journal-4734	165	24	the	the	DET
american_scientific_journal-4734	165	25	same	same	ADJ
american_scientific_journal-4734	165	26	time	time	NOUN
american_scientific_journal-4734	165	27	.	.	PUNCT
american_scientific_journal-4734	166	1	in	in	ADP
american_scientific_journal-4734	166	2	this	this	DET
american_scientific_journal-4734	166	3	paper	paper	NOUN
american_scientific_journal-4734	166	4	,	,	PUNCT
american_scientific_journal-4734	166	5	the	the	DET
american_scientific_journal-4734	166	6	network	network	NOUN
american_scientific_journal-4734	166	7	establishes	establish	VERB
american_scientific_journal-4734	166	8	a	a	DET
american_scientific_journal-4734	166	9	predictor	predictor	NOUN
american_scientific_journal-4734	166	10	on	on	ADP
american_scientific_journal-4734	166	11	the	the	DET
american_scientific_journal-4734	166	12	multi	multi	ADJ
american_scientific_journal-4734	166	13	-	-	ADJ
american_scientific_journal-4734	166	14	scale	scale	ADJ
american_scientific_journal-4734	166	15	features	feature	NOUN
american_scientific_journal-4734	166	16	extracted	extract	VERB
american_scientific_journal-4734	166	17	by	by	ADP
american_scientific_journal-4734	166	18	the	the	DET
american_scientific_journal-4734	166	19	multi	multi	ADJ
american_scientific_journal-4734	166	20	-	-	ADJ
american_scientific_journal-4734	166	21	layer	layer	ADJ
american_scientific_journal-4734	166	22	convolutional	convolutional	ADJ
american_scientific_journal-4734	166	23	neural	neural	ADJ
american_scientific_journal-4734	166	24	network	network	NOUN
american_scientific_journal-4734	166	25	,	,	PUNCT
american_scientific_journal-4734	166	26	and	and	CCONJ
american_scientific_journal-4734	166	27	uses	use	VERB
american_scientific_journal-4734	166	28	the	the	DET
american_scientific_journal-4734	166	29	multi	multi	ADJ
american_scientific_journal-4734	166	30	-	-	ADJ
american_scientific_journal-4734	166	31	scale	scale	ADJ
american_scientific_journal-4734	166	32	hypercolumn	hypercolumn	NOUN
american_scientific_journal-4734	166	33	descriptor	descriptor	NOUN
american_scientific_journal-4734	166	34	to	to	PART
american_scientific_journal-4734	166	35	refer	refer	VERB
american_scientific_journal-4734	166	36	to	to	ADP
american_scientific_journal-4734	166	37	the	the	DET
american_scientific_journal-4734	166	38	features	feature	NOUN
american_scientific_journal-4734	166	39	extracted	extract	VERB
american_scientific_journal-4734	166	40	by	by	ADP
american_scientific_journal-4734	166	41	multiple	multiple	ADJ
american_scientific_journal-4734	166	42	layers	layer	NOUN
american_scientific_journal-4734	166	43	corresponding	correspond	VERB
american_scientific_journal-4734	166	44	to	to	ADP
american_scientific_journal-4734	166	45	the	the	DET
american_scientific_journal-4734	166	46	same	same	ADJ
american_scientific_journal-4734	166	47	pixel	pixel	NOUN
american_scientific_journal-4734	166	48	.	.	PUNCT
american_scientific_journal-4734	167	1	the	the	DET
american_scientific_journal-4734	167	2	multi	multi	ADJ
american_scientific_journal-4734	167	3	-	-	ADJ
american_scientific_journal-4734	167	4	scale	scale	ADJ
american_scientific_journal-4734	167	5	hypercolumn	hypercolumn	NOUN
american_scientific_journal-4734	167	6	features	feature	NOUN
american_scientific_journal-4734	167	7	of	of	ADP
american_scientific_journal-4734	167	8	pixel	pixel	PROPN
american_scientific_journal-4734	167	9	p	p	PROPN
american_scientific_journal-4734	167	10	are	be	AUX
american_scientific_journal-4734	167	11	calculated	calculate	VERB
american_scientific_journal-4734	167	12	as	as	SCONJ
american_scientific_journal-4734	167	13	follows	follow	VERB
american_scientific_journal-4734	167	14	:	:	PUNCT
american_scientific_journal-4734	167	15	1	1	NUM
american_scientific_journal-4734	167	16	2	2	NUM
american_scientific_journal-4734	167	17	(	(	PUNCT
american_scientific_journal-4734	167	18	)	)	PUNCT
american_scientific_journal-4734	167	19	[	[	PUNCT
american_scientific_journal-4734	167	20	(	(	PUNCT
american_scientific_journal-4734	167	21	)	)	PUNCT
american_scientific_journal-4734	167	22	,	,	PUNCT
american_scientific_journal-4734	167	23	(	(	PUNCT
american_scientific_journal-4734	167	24	)	)	PUNCT
american_scientific_journal-4734	167	25	,	,	PUNCT
american_scientific_journal-4734	167	26	,	,	PUNCT
american_scientific_journal-4734	167	27	(	(	PUNCT
american_scientific_journal-4734	167	28	)	)	PUNCT
american_scientific_journal-4734	167	29	]	]	X
american_scientific_journal-4734	167	30	p	p	X
american_scientific_journal-4734	167	31	mh	mh	PROPN
american_scientific_journal-4734	167	32	x	x	PUNCT
american_scientific_journal-4734	167	33	c	c	PROPN
american_scientific_journal-4734	167	34	p	p	PROPN
american_scientific_journal-4734	167	35	c	c	PROPN
american_scientific_journal-4734	167	36	p	p	PROPN
american_scientific_journal-4734	167	37	c	c	PROPN
american_scientific_journal-4734	167	38	p=	p=	PROPN
american_scientific_journal-4734	167	39	⋅⋅⋅	⋅⋅⋅	PROPN
american_scientific_journal-4734	167	40	(	(	PUNCT
american_scientific_journal-4734	167	41	11	11	NUM
american_scientific_journal-4734	167	42	)	)	PUNCT
american_scientific_journal-4734	167	43	where	where	SCONJ
american_scientific_journal-4734	167	44	,	,	PUNCT
american_scientific_journal-4734	167	45	(	(	PUNCT
american_scientific_journal-4734	167	46	)	)	PUNCT
american_scientific_journal-4734	167	47	ic	ic	PROPN
american_scientific_journal-4734	167	48	p	p	PROPN
american_scientific_journal-4734	167	49	is	be	AUX
american_scientific_journal-4734	167	50	the	the	DET
american_scientific_journal-4734	167	51	i	i	PROPN
american_scientific_journal-4734	167	52	layer	layer	NOUN
american_scientific_journal-4734	167	53	convolution	convolution	NOUN
american_scientific_journal-4734	167	54	with	with	ADP
american_scientific_journal-4734	167	55	pixel	pixel	PROPN
american_scientific_journal-4734	167	56	p	p	PROPN
american_scientific_journal-4734	167	57	as	as	ADP
american_scientific_journal-4734	167	58	the	the	DET
american_scientific_journal-4734	167	59	center	center	NOUN
american_scientific_journal-4734	167	60	and	and	CCONJ
american_scientific_journal-4734	167	61	x	x	X
american_scientific_journal-4734	167	62	is	be	AUX
american_scientific_journal-4734	167	63	the	the	DET
american_scientific_journal-4734	167	64	input	input	NOUN
american_scientific_journal-4734	167	65	image	image	NOUN
american_scientific_journal-4734	167	66	.	.	PUNCT
american_scientific_journal-4734	168	1	the	the	DET
american_scientific_journal-4734	168	2	network	network	NOUN
american_scientific_journal-4734	168	3	transforms	transform	VERB
american_scientific_journal-4734	168	4	the	the	DET
american_scientific_journal-4734	168	5	image	image	NOUN
american_scientific_journal-4734	168	6	level	level	NOUN
american_scientific_journal-4734	168	7	pixel	pixel	NOUN
american_scientific_journal-4734	168	8	prediction	prediction	NOUN
american_scientific_journal-4734	168	9	problem	problem	NOUN
american_scientific_journal-4734	168	10	into	into	ADP
american_scientific_journal-4734	168	11	hypercolumn	hypercolumn	PROPN
american_scientific_journal-4734	168	12	feature	feature	NOUN
american_scientific_journal-4734	168	13	.	.	PUNCT
american_scientific_journal-4734	169	1	the	the	DET
american_scientific_journal-4734	169	2	final	final	ADJ
american_scientific_journal-4734	169	3	prediction	prediction	NOUN
american_scientific_journal-4734	169	4	of	of	ADP
american_scientific_journal-4734	169	5	pixel	pixel	PROPN
american_scientific_journal-4734	169	6	p	p	PROPN
american_scientific_journal-4734	169	7	can	can	AUX
american_scientific_journal-4734	169	8	be	be	AUX
american_scientific_journal-4734	169	9	given	give	VERB
american_scientific_journal-4734	169	10	by	by	ADP
american_scientific_journal-4734	169	11	the	the	DET
american_scientific_journal-4734	169	12	following	follow	VERB
american_scientific_journal-4734	169	13	formula	formula	NOUN
american_scientific_journal-4734	169	14	:	:	PUNCT
american_scientific_journal-4734	169	15	,	,	PUNCT
american_scientific_journal-4734	169	16	(	(	PUNCT
american_scientific_journal-4734	169	17	)	)	PUNCT
american_scientific_journal-4734	169	18	(	(	PUNCT
american_scientific_journal-4734	169	19	(	(	PUNCT
american_scientific_journal-4734	169	20	)	)	PUNCT
american_scientific_journal-4734	169	21	)	)	PUNCT
american_scientific_journal-4734	170	1	p	p	NOUN
american_scientific_journal-4734	170	2	pf	pf	X
american_scientific_journal-4734	170	3	x	x	SYM
american_scientific_journal-4734	170	4	g	g	NOUN
american_scientific_journal-4734	170	5	h	h	NOUN
american_scientific_journal-4734	170	6	xθ	xθ	PROPN
american_scientific_journal-4734	171	1	=	=	PUNCT
american_scientific_journal-4734	171	2	(	(	PUNCT
american_scientific_journal-4734	171	3	12	12	NUM
american_scientific_journal-4734	171	4	)	)	PUNCT
american_scientific_journal-4734	171	5	3	3	NUM
american_scientific_journal-4734	171	6	.	.	X
american_scientific_journal-4734	171	7	experiment	experiment	NOUN
american_scientific_journal-4734	171	8	and	and	CCONJ
american_scientific_journal-4734	171	9	results	result	VERB
american_scientific_journal-4734	171	10	analysis	analysis	NOUN
american_scientific_journal-4734	171	11	aiming	aim	VERB
american_scientific_journal-4734	171	12	at	at	ADP
american_scientific_journal-4734	171	13	the	the	DET
american_scientific_journal-4734	171	14	design	design	NOUN
american_scientific_journal-4734	171	15	of	of	ADP
american_scientific_journal-4734	171	16	the	the	DET
american_scientific_journal-4734	171	17	defect	defect	NOUN
american_scientific_journal-4734	171	18	detection	detection	NOUN
american_scientific_journal-4734	171	19	system	system	NOUN
american_scientific_journal-4734	171	20	and	and	CCONJ
american_scientific_journal-4734	171	21	algorithm	algorithm	NOUN
american_scientific_journal-4734	171	22	in	in	ADP
american_scientific_journal-4734	171	23	this	this	DET
american_scientific_journal-4734	171	24	paper	paper	NOUN
american_scientific_journal-4734	171	25	,	,	PUNCT
american_scientific_journal-4734	171	26	experiments	experiment	NOUN
american_scientific_journal-4734	171	27	are	be	AUX
american_scientific_journal-4734	171	28	designed	design	VERB
american_scientific_journal-4734	171	29	to	to	PART
american_scientific_journal-4734	171	30	verify	verify	VERB
american_scientific_journal-4734	171	31	and	and	CCONJ
american_scientific_journal-4734	171	32	evaluate	evaluate	VERB
american_scientific_journal-4734	171	33	the	the	DET
american_scientific_journal-4734	171	34	effectiveness	effectiveness	NOUN
american_scientific_journal-4734	171	35	of	of	ADP
american_scientific_journal-4734	171	36	the	the	DET
american_scientific_journal-4734	171	37	system	system	NOUN
american_scientific_journal-4734	171	38	and	and	CCONJ
american_scientific_journal-4734	171	39	algorithm	algorithm	NOUN
american_scientific_journal-4734	171	40	.	.	PUNCT
american_scientific_journal-4734	172	1	the	the	DET
american_scientific_journal-4734	172	2	experiment	experiment	NOUN
american_scientific_journal-4734	172	3	evaluates	evaluate	VERB
american_scientific_journal-4734	172	4	the	the	DET
american_scientific_journal-4734	172	5	performance	performance	NOUN
american_scientific_journal-4734	172	6	of	of	ADP
american_scientific_journal-4734	172	7	the	the	DET
american_scientific_journal-4734	172	8	algorithm	algorithm	NOUN
american_scientific_journal-4734	172	9	through	through	ADP
american_scientific_journal-4734	172	10	different	different	ADJ
american_scientific_journal-4734	172	11	indexes	index	NOUN
american_scientific_journal-4734	172	12	and	and	CCONJ
american_scientific_journal-4734	172	13	drew	draw	VERB
american_scientific_journal-4734	172	14	a	a	DET
american_scientific_journal-4734	172	15	table	table	NOUN
american_scientific_journal-4734	172	16	to	to	PART
american_scientific_journal-4734	172	17	assist	assist	VERB
american_scientific_journal-4734	172	18	the	the	DET
american_scientific_journal-4734	172	19	description	description	NOUN
american_scientific_journal-4734	172	20	.	.	PUNCT
american_scientific_journal-4734	173	1	3.1	3.1	NUM
american_scientific_journal-4734	173	2	the	the	DET
american_scientific_journal-4734	173	3	experiments	experiment	NOUN
american_scientific_journal-4734	173	4	of	of	ADP
american_scientific_journal-4734	173	5	visual	visual	ADJ
american_scientific_journal-4734	173	6	system	system	NOUN
american_scientific_journal-4734	173	7	calibration	calibration	NOUN
american_scientific_journal-4734	173	8	in	in	ADP
american_scientific_journal-4734	173	9	camera	camera	NOUN
american_scientific_journal-4734	173	10	calibration	calibration	NOUN
american_scientific_journal-4734	173	11	,	,	PUNCT
american_scientific_journal-4734	173	12	it	it	PRON
american_scientific_journal-4734	173	13	is	be	AUX
american_scientific_journal-4734	173	14	necessary	necessary	ADJ
american_scientific_journal-4734	173	15	to	to	PART
american_scientific_journal-4734	173	16	obtain	obtain	VERB
american_scientific_journal-4734	173	17	enough	enough	ADJ
american_scientific_journal-4734	173	18	feature	feature	NOUN
american_scientific_journal-4734	173	19	points	point	NOUN
american_scientific_journal-4734	173	20	,	,	PUNCT
american_scientific_journal-4734	173	21	and	and	CCONJ
american_scientific_journal-4734	173	22	feature	feature	NOUN
american_scientific_journal-4734	173	23	points	point	NOUN
american_scientific_journal-4734	173	24	are	be	AUX
american_scientific_journal-4734	173	25	required	require	VERB
american_scientific_journal-4734	173	26	to	to	PART
american_scientific_journal-4734	173	27	be	be	AUX
american_scientific_journal-4734	173	28	easy	easy	ADJ
american_scientific_journal-4734	173	29	to	to	PART
american_scientific_journal-4734	173	30	extract	extract	VERB
american_scientific_journal-4734	173	31	to	to	PART
american_scientific_journal-4734	173	32	obtain	obtain	VERB
american_scientific_journal-4734	173	33	their	their	PRON
american_scientific_journal-4734	173	34	pixel	pixel	NOUN
american_scientific_journal-4734	173	35	coordinates	coordinate	NOUN
american_scientific_journal-4734	173	36	.	.	PUNCT
american_scientific_journal-4734	174	1	internal	internal	ADJ
american_scientific_journal-4734	174	2	and	and	CCONJ
american_scientific_journal-4734	174	3	external	external	ADJ
american_scientific_journal-4734	174	4	camera	camera	NOUN
american_scientific_journal-4734	174	5	parameters	parameter	NOUN
american_scientific_journal-4734	174	6	can	can	AUX
american_scientific_journal-4734	174	7	be	be	AUX
american_scientific_journal-4734	174	8	solved	solve	VERB
american_scientific_journal-4734	174	9	according	accord	VERB
american_scientific_journal-4734	174	10	to	to	ADP
american_scientific_journal-4734	174	11	the	the	DET
american_scientific_journal-4734	174	12	transformation	transformation	NOUN
american_scientific_journal-4734	174	13	relation	relation	NOUN
american_scientific_journal-4734	174	14	between	between	ADP
american_scientific_journal-4734	174	15	the	the	DET
american_scientific_journal-4734	174	16	actual	actual	ADJ
american_scientific_journal-4734	174	17	coordinates	coordinate	NOUN
american_scientific_journal-4734	174	18	of	of	ADP
american_scientific_journal-4734	174	19	feature	feature	NOUN
american_scientific_journal-4734	174	20	points	point	NOUN
american_scientific_journal-4734	174	21	on	on	ADP
american_scientific_journal-4734	174	22	the	the	DET
american_scientific_journal-4734	174	23	calibration	calibration	NOUN
american_scientific_journal-4734	174	24	board	board	NOUN
american_scientific_journal-4734	174	25	and	and	CCONJ
american_scientific_journal-4734	174	26	pixel	pixel	PROPN
american_scientific_journal-4734	174	27	coordinates	coordinate	NOUN
american_scientific_journal-4734	174	28	of	of	ADP
american_scientific_journal-4734	174	29	the	the	DET
american_scientific_journal-4734	174	30	calibration	calibration	NOUN
american_scientific_journal-4734	174	31	board	board	NOUN
american_scientific_journal-4734	174	32	image	image	NOUN
american_scientific_journal-4734	174	33	.	.	PUNCT
american_scientific_journal-4734	175	1	the	the	DET
american_scientific_journal-4734	175	2	calibration	calibration	NOUN
american_scientific_journal-4734	175	3	template	template	NOUN
american_scientific_journal-4734	175	4	used	use	VERB
american_scientific_journal-4734	175	5	in	in	ADP
american_scientific_journal-4734	175	6	this	this	DET
american_scientific_journal-4734	175	7	paper	paper	NOUN
american_scientific_journal-4734	175	8	is	be	AUX
american_scientific_journal-4734	175	9	american	american	ADJ
american_scientific_journal-4734	175	10	scientific	scientific	ADJ
american_scientific_journal-4734	175	11	research	research	NOUN
american_scientific_journal-4734	175	12	journal	journal	NOUN
american_scientific_journal-4734	175	13	for	for	ADP
american_scientific_journal-4734	175	14	engineering	engineering	NOUN
american_scientific_journal-4734	175	15	,	,	PUNCT
american_scientific_journal-4734	175	16	technology	technology	NOUN
american_scientific_journal-4734	175	17	,	,	PUNCT
american_scientific_journal-4734	175	18	and	and	CCONJ
american_scientific_journal-4734	175	19	sciences	science	NOUN
american_scientific_journal-4734	175	20	(	(	PUNCT
american_scientific_journal-4734	175	21	asrjets	asrjet	NOUN
american_scientific_journal-4734	175	22	)	)	PUNCT
american_scientific_journal-4734	175	23	(	(	PUNCT
american_scientific_journal-4734	175	24	2019	2019	NUM
american_scientific_journal-4734	175	25	)	)	PUNCT
american_scientific_journal-4734	175	26	volume	volume	NOUN
american_scientific_journal-4734	175	27	53	53	NUM
american_scientific_journal-4734	175	28	,	,	PUNCT
american_scientific_journal-4734	175	29	no	no	DET
american_scientific_journal-4734	175	30	1	1	NUM
american_scientific_journal-4734	175	31	,	,	PUNCT
american_scientific_journal-4734	175	32	pp	pp	ADV
american_scientific_journal-4734	175	33	128	128	NUM
american_scientific_journal-4734	175	34	-	-	SYM
american_scientific_journal-4734	175	35	144	144	NUM
american_scientific_journal-4734	175	36	139	139	NUM
american_scientific_journal-4734	175	37	composed	compose	VERB
american_scientific_journal-4734	175	38	of	of	ADP
american_scientific_journal-4734	175	39	three	three	NUM
american_scientific_journal-4734	175	40	small	small	ADJ
american_scientific_journal-4734	175	41	dots	dot	NOUN
american_scientific_journal-4734	175	42	with	with	ADP
american_scientific_journal-4734	175	43	a	a	DET
american_scientific_journal-4734	175	44	diameter	diameter	NOUN
american_scientific_journal-4734	175	45	of	of	ADP
american_scientific_journal-4734	175	46	3.5	3.5	NUM
american_scientific_journal-4734	175	47	mm	mm	NOUN
american_scientific_journal-4734	175	48	,	,	PUNCT
american_scientific_journal-4734	175	49	and	and	CCONJ
american_scientific_journal-4734	175	50	its	its	PRON
american_scientific_journal-4734	175	51	machining	machining	NOUN
american_scientific_journal-4734	175	52	accuracy	accuracy	NOUN
american_scientific_journal-4734	175	53	is	be	AUX
american_scientific_journal-4734	175	54	0.001mm.in	0.001mm.in	PRON
american_scientific_journal-4734	175	55	the	the	DET
american_scientific_journal-4734	175	56	whole	whole	ADJ
american_scientific_journal-4734	175	57	field	field	NOUN
american_scientific_journal-4734	175	58	of	of	ADP
american_scientific_journal-4734	175	59	view	view	NOUN
american_scientific_journal-4734	175	60	of	of	ADP
american_scientific_journal-4734	175	61	the	the	DET
american_scientific_journal-4734	175	62	camera	camera	NOUN
american_scientific_journal-4734	175	63	,	,	PUNCT
american_scientific_journal-4734	175	64	the	the	DET
american_scientific_journal-4734	175	65	calibration	calibration	NOUN
american_scientific_journal-4734	175	66	board	board	NOUN
american_scientific_journal-4734	175	67	was	be	AUX
american_scientific_journal-4734	175	68	moved	move	VERB
american_scientific_journal-4734	175	69	and	and	CCONJ
american_scientific_journal-4734	175	70	rotated	rotate	VERB
american_scientific_journal-4734	175	71	many	many	ADJ
american_scientific_journal-4734	175	72	times	time	NOUN
american_scientific_journal-4734	175	73	to	to	PART
american_scientific_journal-4734	175	74	obtain	obtain	VERB
american_scientific_journal-4734	175	75	18	18	NUM
american_scientific_journal-4734	175	76	calibration	calibration	NOUN
american_scientific_journal-4734	175	77	board	board	NOUN
american_scientific_journal-4734	175	78	images	image	NOUN
american_scientific_journal-4734	175	79	at	at	ADP
american_scientific_journal-4734	175	80	different	different	ADJ
american_scientific_journal-4734	175	81	positions	position	NOUN
american_scientific_journal-4734	175	82	and	and	CCONJ
american_scientific_journal-4734	175	83	angles	angle	NOUN
american_scientific_journal-4734	175	84	,	,	PUNCT
american_scientific_journal-4734	175	85	as	as	SCONJ
american_scientific_journal-4734	175	86	shown	show	VERB
american_scientific_journal-4734	175	87	in	in	ADP
american_scientific_journal-4734	175	88	figure	figure	NOUN
american_scientific_journal-4734	175	89	6	6	NUM
american_scientific_journal-4734	175	90	.	.	PUNCT
american_scientific_journal-4734	176	1	the	the	DET
american_scientific_journal-4734	176	2	location	location	NOUN
american_scientific_journal-4734	176	3	information	information	NOUN
american_scientific_journal-4734	176	4	of	of	ADP
american_scientific_journal-4734	176	5	the	the	DET
american_scientific_journal-4734	176	6	mark	mark	NOUN
american_scientific_journal-4734	176	7	points	point	NOUN
american_scientific_journal-4734	176	8	is	be	AUX
american_scientific_journal-4734	176	9	obtained	obtain	VERB
american_scientific_journal-4734	176	10	by	by	ADP
american_scientific_journal-4734	176	11	image	image	NOUN
american_scientific_journal-4734	176	12	processing	processing	NOUN
american_scientific_journal-4734	176	13	method	method	NOUN
american_scientific_journal-4734	176	14	,	,	PUNCT
american_scientific_journal-4734	176	15	and	and	CCONJ
american_scientific_journal-4734	176	16	then	then	ADV
american_scientific_journal-4734	176	17	the	the	DET
american_scientific_journal-4734	176	18	camera	camera	NOUN
american_scientific_journal-4734	176	19	internal	internal	ADJ
american_scientific_journal-4734	176	20	and	and	CCONJ
american_scientific_journal-4734	176	21	external	external	ADJ
american_scientific_journal-4734	176	22	parameters	parameter	NOUN
american_scientific_journal-4734	176	23	and	and	CCONJ
american_scientific_journal-4734	176	24	camera	camera	NOUN
american_scientific_journal-4734	176	25	distortion	distortion	NOUN
american_scientific_journal-4734	176	26	coefficient	coefficient	NOUN
american_scientific_journal-4734	176	27	are	be	AUX
american_scientific_journal-4734	176	28	solved	solve	VERB
american_scientific_journal-4734	176	29	.	.	PUNCT
american_scientific_journal-4734	177	1	figure	figure	VERB
american_scientific_journal-4734	177	2	6	6	NUM
american_scientific_journal-4734	177	3	:	:	PUNCT
american_scientific_journal-4734	177	4	calibration	calibration	NOUN
american_scientific_journal-4734	177	5	board	board	NOUN
american_scientific_journal-4734	177	6	images	image	NOUN
american_scientific_journal-4734	177	7	under	under	ADP
american_scientific_journal-4734	177	8	different	different	ADJ
american_scientific_journal-4734	177	9	postures	posture	NOUN
american_scientific_journal-4734	177	10	the	the	DET
american_scientific_journal-4734	177	11	internal	internal	ADJ
american_scientific_journal-4734	177	12	parameters	parameter	NOUN
american_scientific_journal-4734	177	13	of	of	ADP
american_scientific_journal-4734	177	14	the	the	DET
american_scientific_journal-4734	177	15	camera	camera	NOUN
american_scientific_journal-4734	177	16	obtained	obtain	VERB
american_scientific_journal-4734	177	17	through	through	ADP
american_scientific_journal-4734	177	18	experiments	experiment	NOUN
american_scientific_journal-4734	177	19	are	be	AUX
american_scientific_journal-4734	177	20	shown	show	VERB
american_scientific_journal-4734	177	21	in	in	ADP
american_scientific_journal-4734	177	22	table	table	NOUN
american_scientific_journal-4734	177	23	3	3	NUM
american_scientific_journal-4734	177	24	,	,	PUNCT
american_scientific_journal-4734	177	25	and	and	CCONJ
american_scientific_journal-4734	177	26	the	the	DET
american_scientific_journal-4734	177	27	distortion	distortion	NOUN
american_scientific_journal-4734	177	28	parameters	parameter	NOUN
american_scientific_journal-4734	177	29	are	be	AUX
american_scientific_journal-4734	177	30	shown	show	VERB
american_scientific_journal-4734	177	31	in	in	ADP
american_scientific_journal-4734	177	32	table	table	NOUN
american_scientific_journal-4734	177	33	4	4	NUM
american_scientific_journal-4734	177	34	.	.	PUNCT
american_scientific_journal-4734	177	35	table	table	NOUN
american_scientific_journal-4734	177	36	3	3	NUM
american_scientific_journal-4734	177	37	:	:	PUNCT
american_scientific_journal-4734	177	38	calibration	calibration	NOUN
american_scientific_journal-4734	177	39	results	result	NOUN
american_scientific_journal-4734	177	40	of	of	ADP
american_scientific_journal-4734	177	41	camera	camera	NOUN
american_scientific_journal-4734	177	42	internal	internal	ADJ
american_scientific_journal-4734	177	43	parameters	parameter	NOUN
american_scientific_journal-4734	178	1	xf	xf	PROPN
american_scientific_journal-4734	178	2	yf	yf	PROPN
american_scientific_journal-4734	178	3	0u	0u	PROPN
american_scientific_journal-4734	178	4	(	(	PUNCT
american_scientific_journal-4734	178	5	pix	pix	ADJ
american_scientific_journal-4734	178	6	)	)	PUNCT
american_scientific_journal-4734	178	7	0v	0v	NOUN
american_scientific_journal-4734	178	8	(	(	PUNCT
american_scientific_journal-4734	178	9	pix	pix	ADJ
american_scientific_journal-4734	178	10	)	)	PUNCT
american_scientific_journal-4734	178	11	5512.5910	5512.5910	NOUN
american_scientific_journal-4734	178	12	5517.6070	5517.6070	NUM
american_scientific_journal-4734	178	13	1293.6581	1293.6581	NUM
american_scientific_journal-4734	178	14	967.9156	967.9156	NUM
american_scientific_journal-4734	178	15	table	table	NOUN
american_scientific_journal-4734	178	16	4	4	NUM
american_scientific_journal-4734	178	17	:	:	PUNCT
american_scientific_journal-4734	178	18	calibration	calibration	NOUN
american_scientific_journal-4734	178	19	results	result	NOUN
american_scientific_journal-4734	178	20	of	of	ADP
american_scientific_journal-4734	178	21	distortion	distortion	NOUN
american_scientific_journal-4734	178	22	parameters	parameter	NOUN
american_scientific_journal-4734	178	23	k1(1	k1(1	NOUN
american_scientific_journal-4734	178	24	/	/	SYM
american_scientific_journal-4734	178	25	m2	m2	PROPN
american_scientific_journal-4734	178	26	)	)	PUNCT
american_scientific_journal-4734	178	27	k2(1	k2(1	PROPN
american_scientific_journal-4734	178	28	/	/	SYM
american_scientific_journal-4734	178	29	m2	m2	PROPN
american_scientific_journal-4734	178	30	)	)	PUNCT
american_scientific_journal-4734	178	31	k3(1	k3(1	PROPN
american_scientific_journal-4734	178	32	/	/	SYM
american_scientific_journal-4734	178	33	m2	m2	PROPN
american_scientific_journal-4734	178	34	)	)	PUNCT
american_scientific_journal-4734	178	35	p1(1	p1(1	PROPN
american_scientific_journal-4734	178	36	/	/	SYM
american_scientific_journal-4734	178	37	m2	m2	PROPN
american_scientific_journal-4734	178	38	)	)	PUNCT
american_scientific_journal-4734	178	39	p2(1	p2(1	PROPN
american_scientific_journal-4734	178	40	/	/	SYM
american_scientific_journal-4734	178	41	m2	m2	PROPN
american_scientific_journal-4734	178	42	)	)	PUNCT
american_scientific_journal-4734	178	43	-0.423×103	-0.423×103	PUNCT
american_scientific_journal-4734	178	44	0.527×106	0.527×106	NUM
american_scientific_journal-4734	178	45	0.329×109	0.329×109	NUM
american_scientific_journal-4734	178	46	-0	-0	X
american_scientific_journal-4734	178	47	.	.	PUNCT
american_scientific_journal-4734	178	48	145×10	145×10	PROPN
american_scientific_journal-4734	178	49	-	-	SYM
american_scientific_journal-4734	178	50	2	2	NUM
american_scientific_journal-4734	178	51	-0	-0	NOUN
american_scientific_journal-4734	178	52	.	.	PUNCT
american_scientific_journal-4734	179	1	298×10	298×10	X
american_scientific_journal-4734	179	2	-	-	SYM
american_scientific_journal-4734	179	3	1	1	NUM
american_scientific_journal-4734	179	4	in	in	ADP
american_scientific_journal-4734	179	5	order	order	NOUN
american_scientific_journal-4734	179	6	to	to	PART
american_scientific_journal-4734	179	7	test	test	VERB
american_scientific_journal-4734	179	8	the	the	DET
american_scientific_journal-4734	179	9	calibration	calibration	NOUN
american_scientific_journal-4734	179	10	of	of	ADP
american_scientific_journal-4734	179	11	the	the	DET
american_scientific_journal-4734	179	12	method	method	NOUN
american_scientific_journal-4734	179	13	,	,	PUNCT
american_scientific_journal-4734	179	14	the	the	DET
american_scientific_journal-4734	179	15	camera	camera	NOUN
american_scientific_journal-4734	179	16	calibration	calibration	NOUN
american_scientific_journal-4734	179	17	accuracy	accuracy	NOUN
american_scientific_journal-4734	179	18	is	be	AUX
american_scientific_journal-4734	179	19	evaluated	evaluate	VERB
american_scientific_journal-4734	179	20	by	by	ADP
american_scientific_journal-4734	179	21	the	the	DET
american_scientific_journal-4734	179	22	reprojection	reprojection	NOUN
american_scientific_journal-4734	179	23	error	error	NOUN
american_scientific_journal-4734	179	24	.	.	PUNCT
american_scientific_journal-4734	180	1	the	the	DET
american_scientific_journal-4734	180	2	calculation	calculation	NOUN
american_scientific_journal-4734	180	3	formula	formula	NOUN
american_scientific_journal-4734	180	4	is	be	AUX
american_scientific_journal-4734	180	5	as	as	SCONJ
american_scientific_journal-4734	180	6	follows	follow	VERB
american_scientific_journal-4734	180	7	:	:	PUNCT
american_scientific_journal-4734	180	8	(	(	PUNCT
american_scientific_journal-4734	180	9	)	)	PUNCT
american_scientific_journal-4734	180	10	(	(	PUNCT
american_scientific_journal-4734	180	11	)	)	SYM
american_scientific_journal-4734	180	12	2	2	NUM
american_scientific_journal-4734	180	13	2	2	NUM
american_scientific_journal-4734	180	14	1	1	NUM
american_scientific_journal-4734	180	15	1	1	NUM
american_scientific_journal-4734	180	16	'	'	PART
american_scientific_journal-4734	180	17	'	'	PUNCT
american_scientific_journal-4734	181	1	n	n	ADV
american_scientific_journal-4734	182	1	i	i	PRON
american_scientific_journal-4734	183	1	i	i	PRON
american_scientific_journal-4734	184	1	i	i	PRON
american_scientific_journal-4734	185	1	i	i	PRON
american_scientific_journal-4734	186	1	i	i	VERB
american_scientific_journal-4734	186	2	x	x	VERB
american_scientific_journal-4734	187	1	x	x	VERB
american_scientific_journal-4734	187	2	y	y	VERB
american_scientific_journal-4734	187	3	y	y	PROPN
american_scientific_journal-4734	187	4	n	n	PROPN
american_scientific_journal-4734	187	5	σ	σ	NOUN
american_scientific_journal-4734	187	6	=	=	PUNCT
american_scientific_journal-4734	187	7	=	=	PUNCT
american_scientific_journal-4734	187	8	−	−	PROPN
american_scientific_journal-4734	187	9	+	+	CCONJ
american_scientific_journal-4734	187	10	−∑	−∑	PROPN
american_scientific_journal-4734	187	11	(	(	PUNCT
american_scientific_journal-4734	187	12	13	13	NUM
american_scientific_journal-4734	187	13	)	)	PUNCT
american_scientific_journal-4734	187	14	american	american	ADJ
american_scientific_journal-4734	187	15	scientific	scientific	ADJ
american_scientific_journal-4734	187	16	research	research	NOUN
american_scientific_journal-4734	187	17	journal	journal	NOUN
american_scientific_journal-4734	187	18	for	for	ADP
american_scientific_journal-4734	187	19	engineering	engineering	NOUN
american_scientific_journal-4734	187	20	,	,	PUNCT
american_scientific_journal-4734	187	21	technology	technology	NOUN
american_scientific_journal-4734	187	22	,	,	PUNCT
american_scientific_journal-4734	187	23	and	and	CCONJ
american_scientific_journal-4734	187	24	sciences	science	NOUN
american_scientific_journal-4734	187	25	(	(	PUNCT
american_scientific_journal-4734	187	26	asrjets	asrjet	NOUN
american_scientific_journal-4734	187	27	)	)	PUNCT
american_scientific_journal-4734	187	28	(	(	PUNCT
american_scientific_journal-4734	187	29	2019	2019	NUM
american_scientific_journal-4734	187	30	)	)	PUNCT
american_scientific_journal-4734	187	31	volume	volume	NOUN
american_scientific_journal-4734	187	32	53	53	NUM
american_scientific_journal-4734	187	33	,	,	PUNCT
american_scientific_journal-4734	187	34	no	no	DET
american_scientific_journal-4734	187	35	1	1	NUM
american_scientific_journal-4734	187	36	,	,	PUNCT
american_scientific_journal-4734	187	37	pp	pp	ADV
american_scientific_journal-4734	187	38	128	128	NUM
american_scientific_journal-4734	187	39	-	-	SYM
american_scientific_journal-4734	187	40	144	144	NUM
american_scientific_journal-4734	187	41	140	140	NUM
american_scientific_journal-4734	188	1	where	where	SCONJ
american_scientific_journal-4734	188	2	,	,	PUNCT
american_scientific_journal-4734	188	3	(	(	PUNCT
american_scientific_journal-4734	188	4	)	)	PUNCT
american_scientific_journal-4734	188	5	,	,	PUNCT
american_scientific_journal-4734	188	6	i	i	PRON
american_scientific_journal-4734	188	7	i	i	VERB
american_scientific_journal-4734	188	8	i	i	VERB
american_scientific_journal-4734	188	9	m	m	VERB
american_scientific_journal-4734	188	10	x	x	VERB
american_scientific_journal-4734	188	11	y=	y=	PRON
american_scientific_journal-4734	188	12	is	be	AUX
american_scientific_journal-4734	188	13	the	the	DET
american_scientific_journal-4734	188	14	coordinate	coordinate	NOUN
american_scientific_journal-4734	188	15	of	of	ADP
american_scientific_journal-4734	188	16	the	the	DET
american_scientific_journal-4734	188	17	feature	feature	NOUN
american_scientific_journal-4734	188	18	point	point	NOUN
american_scientific_journal-4734	188	19	on	on	ADP
american_scientific_journal-4734	188	20	the	the	DET
american_scientific_journal-4734	188	21	calibration	calibration	NOUN
american_scientific_journal-4734	188	22	image	image	NOUN
american_scientific_journal-4734	188	23	in	in	ADP
american_scientific_journal-4734	188	24	the	the	DET
american_scientific_journal-4734	188	25	image	image	NOUN
american_scientific_journal-4734	188	26	coordinate	coordinate	NOUN
american_scientific_journal-4734	188	27	system	system	NOUN
american_scientific_journal-4734	188	28	,	,	PUNCT
american_scientific_journal-4734	188	29	(	(	PUNCT
american_scientific_journal-4734	188	30	)	)	PUNCT
american_scientific_journal-4734	188	31	'	'	PUNCT
american_scientific_journal-4734	188	32	'	'	PUNCT
american_scientific_journal-4734	188	33	,	,	PUNCT
american_scientific_journal-4734	188	34	'	'	PUNCT
american_scientific_journal-4734	188	35	i	i	PRON
american_scientific_journal-4734	188	36	i	i	VERB
american_scientific_journal-4734	188	37	i	i	VERB
american_scientific_journal-4734	188	38	m	m	VERB
american_scientific_journal-4734	188	39	x	x	VERB
american_scientific_journal-4734	188	40	y=	y=	PRON
american_scientific_journal-4734	188	41	is	be	AUX
american_scientific_journal-4734	188	42	its	its	PRON
american_scientific_journal-4734	188	43	coordinate	coordinate	NOUN
american_scientific_journal-4734	188	44	on	on	ADP
american_scientific_journal-4734	188	45	the	the	DET
american_scientific_journal-4734	188	46	corresponding	corresponding	ADJ
american_scientific_journal-4734	188	47	re	re	ADJ
american_scientific_journal-4734	188	48	-	-	ADJ
american_scientific_journal-4734	188	49	projection	projection	ADJ
american_scientific_journal-4734	188	50	image	image	NOUN
american_scientific_journal-4734	188	51	,	,	PUNCT
american_scientific_journal-4734	188	52	and	and	CCONJ
american_scientific_journal-4734	188	53	n	n	PRON
american_scientific_journal-4734	188	54	is	be	AUX
american_scientific_journal-4734	188	55	the	the	DET
american_scientific_journal-4734	188	56	number	number	NOUN
american_scientific_journal-4734	188	57	of	of	ADP
american_scientific_journal-4734	188	58	feature	feature	NOUN
american_scientific_journal-4734	188	59	points	point	NOUN
american_scientific_journal-4734	188	60	on	on	ADP
american_scientific_journal-4734	188	61	the	the	DET
american_scientific_journal-4734	188	62	calibration	calibration	NOUN
american_scientific_journal-4734	188	63	plate	plate	NOUN
american_scientific_journal-4734	188	64	.	.	PUNCT
american_scientific_journal-4734	189	1	the	the	DET
american_scientific_journal-4734	189	2	smaller	small	ADJ
american_scientific_journal-4734	189	3	the	the	DET
american_scientific_journal-4734	189	4	value	value	NOUN
american_scientific_journal-4734	189	5	of	of	ADP
american_scientific_journal-4734	189	6	σ	σ	PROPN
american_scientific_journal-4734	189	7	in	in	ADP
american_scientific_journal-4734	189	8	the	the	DET
american_scientific_journal-4734	189	9	experiment	experiment	NOUN
american_scientific_journal-4734	189	10	,	,	PUNCT
american_scientific_journal-4734	189	11	the	the	PRON
american_scientific_journal-4734	189	12	higher	high	ADJ
american_scientific_journal-4734	189	13	the	the	DET
american_scientific_journal-4734	189	14	calibration	calibration	NOUN
american_scientific_journal-4734	189	15	accuracy	accuracy	NOUN
american_scientific_journal-4734	189	16	.	.	PUNCT
american_scientific_journal-4734	190	1	the	the	DET
american_scientific_journal-4734	190	2	re	re	ADJ
american_scientific_journal-4734	190	3	-	-	NOUN
american_scientific_journal-4734	190	4	projection	projection	ADJ
american_scientific_journal-4734	190	5	error	error	NOUN
american_scientific_journal-4734	190	6	of	of	ADP
american_scientific_journal-4734	190	7	this	this	DET
american_scientific_journal-4734	190	8	calibration	calibration	NOUN
american_scientific_journal-4734	190	9	experiment	experiment	NOUN
american_scientific_journal-4734	190	10	is	be	AUX
american_scientific_journal-4734	190	11	0.032017	0.032017	NUM
american_scientific_journal-4734	190	12	pixels	pixel	NOUN
american_scientific_journal-4734	190	13	,	,	PUNCT
american_scientific_journal-4734	190	14	which	which	PRON
american_scientific_journal-4734	190	15	fully	fully	ADV
american_scientific_journal-4734	190	16	meets	meet	VERB
american_scientific_journal-4734	190	17	the	the	DET
american_scientific_journal-4734	190	18	detection	detection	NOUN
american_scientific_journal-4734	190	19	requirements	requirement	NOUN
american_scientific_journal-4734	190	20	.	.	PUNCT
american_scientific_journal-4734	191	1	3.2	3.2	NUM
american_scientific_journal-4734	191	2	the	the	DET
american_scientific_journal-4734	191	3	experiments	experiment	NOUN
american_scientific_journal-4734	191	4	of	of	ADP
american_scientific_journal-4734	191	5	defect	defect	ADJ
american_scientific_journal-4734	191	6	detection	detection	NOUN
american_scientific_journal-4734	191	7	this	this	DET
american_scientific_journal-4734	191	8	paper	paper	NOUN
american_scientific_journal-4734	191	9	takes	take	VERB
american_scientific_journal-4734	191	10	automobile	automobile	NOUN
american_scientific_journal-4734	191	11	body	body	NOUN
american_scientific_journal-4734	191	12	parts	part	NOUN
american_scientific_journal-4734	191	13	as	as	ADP
american_scientific_journal-4734	191	14	the	the	DET
american_scientific_journal-4734	191	15	research	research	NOUN
american_scientific_journal-4734	191	16	object	object	NOUN
american_scientific_journal-4734	191	17	,	,	PUNCT
american_scientific_journal-4734	191	18	and	and	CCONJ
american_scientific_journal-4734	191	19	the	the	DET
american_scientific_journal-4734	191	20	common	common	ADJ
american_scientific_journal-4734	191	21	surface	surface	NOUN
american_scientific_journal-4734	191	22	defects	defect	NOUN
american_scientific_journal-4734	191	23	are	be	AUX
american_scientific_journal-4734	191	24	scratches	scratch	NOUN
american_scientific_journal-4734	191	25	and	and	CCONJ
american_scientific_journal-4734	191	26	rust	rust	NOUN
american_scientific_journal-4734	191	27	,	,	PUNCT
american_scientific_journal-4734	191	28	as	as	SCONJ
american_scientific_journal-4734	191	29	shown	show	VERB
american_scientific_journal-4734	191	30	in	in	ADP
american_scientific_journal-4734	191	31	figure	figure	NOUN
american_scientific_journal-4734	191	32	7.due	7.due	ADJ
american_scientific_journal-4734	191	33	to	to	ADP
american_scientific_journal-4734	191	34	many	many	ADJ
american_scientific_journal-4734	191	35	surface	surface	NOUN
american_scientific_journal-4734	191	36	textures	texture	NOUN
american_scientific_journal-4734	191	37	of	of	ADP
american_scientific_journal-4734	191	38	workpiece	workpiece	NOUN
american_scientific_journal-4734	191	39	and	and	CCONJ
american_scientific_journal-4734	191	40	different	different	ADJ
american_scientific_journal-4734	191	41	depth	depth	NOUN
american_scientific_journal-4734	191	42	and	and	CCONJ
american_scientific_journal-4734	191	43	shape	shape	NOUN
american_scientific_journal-4734	191	44	of	of	ADP
american_scientific_journal-4734	191	45	defects	defect	NOUN
american_scientific_journal-4734	191	46	,	,	PUNCT
american_scientific_journal-4734	191	47	the	the	DET
american_scientific_journal-4734	191	48	traditional	traditional	ADJ
american_scientific_journal-4734	191	49	segmentation	segmentation	NOUN
american_scientific_journal-4734	191	50	algorithm	algorithm	NOUN
american_scientific_journal-4734	191	51	can	can	AUX
american_scientific_journal-4734	191	52	not	not	PART
american_scientific_journal-4734	191	53	segment	segment	VERB
american_scientific_journal-4734	191	54	defects	defect	NOUN
american_scientific_journal-4734	191	55	effectively	effectively	ADV
american_scientific_journal-4734	191	56	.	.	PUNCT
american_scientific_journal-4734	192	1	in	in	ADP
american_scientific_journal-4734	192	2	view	view	NOUN
american_scientific_journal-4734	192	3	of	of	ADP
american_scientific_journal-4734	192	4	the	the	DET
american_scientific_journal-4734	192	5	above	above	ADJ
american_scientific_journal-4734	192	6	problems	problem	NOUN
american_scientific_journal-4734	192	7	,	,	PUNCT
american_scientific_journal-4734	192	8	this	this	DET
american_scientific_journal-4734	192	9	paper	paper	NOUN
american_scientific_journal-4734	192	10	uses	use	VERB
american_scientific_journal-4734	192	11	convolutional	convolutional	ADJ
american_scientific_journal-4734	192	12	neural	neural	ADJ
american_scientific_journal-4734	192	13	network	network	NOUN
american_scientific_journal-4734	192	14	to	to	PART
american_scientific_journal-4734	192	15	complete	complete	VERB
american_scientific_journal-4734	192	16	the	the	DET
american_scientific_journal-4734	192	17	segmentation	segmentation	NOUN
american_scientific_journal-4734	192	18	of	of	ADP
american_scientific_journal-4734	192	19	workpiece	workpiece	NOUN
american_scientific_journal-4734	192	20	surface	surface	NOUN
american_scientific_journal-4734	192	21	defects	defect	NOUN
american_scientific_journal-4734	192	22	.	.	PUNCT
american_scientific_journal-4734	193	1	figure	figure	VERB
american_scientific_journal-4734	193	2	7	7	NUM
american_scientific_journal-4734	193	3	:	:	PUNCT
american_scientific_journal-4734	193	4	scratches	scratch	NOUN
american_scientific_journal-4734	193	5	and	and	CCONJ
american_scientific_journal-4734	193	6	rust	rust	VERB
american_scientific_journal-4734	193	7	deep	deep	ADJ
american_scientific_journal-4734	193	8	convolutional	convolutional	ADJ
american_scientific_journal-4734	193	9	network	network	NOUN
american_scientific_journal-4734	193	10	has	have	VERB
american_scientific_journal-4734	193	11	strong	strong	ADJ
american_scientific_journal-4734	193	12	expressive	expressive	ADJ
american_scientific_journal-4734	193	13	ability	ability	NOUN
american_scientific_journal-4734	193	14	and	and	CCONJ
american_scientific_journal-4734	193	15	requires	require	VERB
american_scientific_journal-4734	193	16	a	a	DET
american_scientific_journal-4734	193	17	large	large	ADJ
american_scientific_journal-4734	193	18	amount	amount	NOUN
american_scientific_journal-4734	193	19	of	of	ADP
american_scientific_journal-4734	193	20	data	datum	NOUN
american_scientific_journal-4734	193	21	to	to	PART
american_scientific_journal-4734	193	22	drive	drive	VERB
american_scientific_journal-4734	193	23	model	model	NOUN
american_scientific_journal-4734	193	24	training	training	NOUN
american_scientific_journal-4734	193	25	,	,	PUNCT
american_scientific_journal-4734	193	26	otherwise	otherwise	ADV
american_scientific_journal-4734	193	27	overfitting	overfitting	NOUN
american_scientific_journal-4734	193	28	will	will	AUX
american_scientific_journal-4734	193	29	occur	occur	VERB
american_scientific_journal-4734	193	30	[	[	PUNCT
american_scientific_journal-4734	193	31	8	8	NUM
american_scientific_journal-4734	193	32	-	-	SYM
american_scientific_journal-4734	193	33	9	9	NUM
american_scientific_journal-4734	193	34	]	]	PUNCT
american_scientific_journal-4734	193	35	.	.	PUNCT
american_scientific_journal-4734	194	1	in	in	ADP
american_scientific_journal-4734	194	2	practice	practice	NOUN
american_scientific_journal-4734	194	3	,	,	PUNCT
american_scientific_journal-4734	194	4	data	datum	NOUN
american_scientific_journal-4734	194	5	expansion	expansion	NOUN
american_scientific_journal-4734	194	6	becomes	become	VERB
american_scientific_journal-4734	194	7	an	an	DET
american_scientific_journal-4734	194	8	important	important	ADJ
american_scientific_journal-4734	194	9	step	step	NOUN
american_scientific_journal-4734	194	10	of	of	ADP
american_scientific_journal-4734	194	11	deep	deep	ADJ
american_scientific_journal-4734	194	12	model	model	NOUN
american_scientific_journal-4734	194	13	training	training	NOUN
american_scientific_journal-4734	194	14	.	.	PUNCT
american_scientific_journal-4734	195	1	effective	effective	ADJ
american_scientific_journal-4734	195	2	data	datum	NOUN
american_scientific_journal-4734	195	3	expansion	expansion	NOUN
american_scientific_journal-4734	195	4	can	can	AUX
american_scientific_journal-4734	195	5	not	not	PART
american_scientific_journal-4734	195	6	only	only	ADV
american_scientific_journal-4734	195	7	expand	expand	VERB
american_scientific_journal-4734	195	8	the	the	DET
american_scientific_journal-4734	195	9	number	number	NOUN
american_scientific_journal-4734	195	10	of	of	ADP
american_scientific_journal-4734	195	11	training	training	NOUN
american_scientific_journal-4734	195	12	samples	sample	NOUN
american_scientific_journal-4734	195	13	,	,	PUNCT
american_scientific_journal-4734	195	14	but	but	CCONJ
american_scientific_journal-4734	195	15	also	also	ADV
american_scientific_journal-4734	195	16	increase	increase	VERB
american_scientific_journal-4734	195	17	the	the	DET
american_scientific_journal-4734	195	18	diversity	diversity	NOUN
american_scientific_journal-4734	195	19	of	of	ADP
american_scientific_journal-4734	195	20	training	training	NOUN
american_scientific_journal-4734	195	21	samples	sample	NOUN
american_scientific_journal-4734	195	22	.	.	PUNCT
american_scientific_journal-4734	196	1	on	on	ADP
american_scientific_journal-4734	196	2	the	the	DET
american_scientific_journal-4734	196	3	one	one	NUM
american_scientific_journal-4734	196	4	hand	hand	NOUN
american_scientific_journal-4734	196	5	,	,	PUNCT
american_scientific_journal-4734	196	6	overfitting	overfitte	VERB
american_scientific_journal-4734	196	7	can	can	AUX
american_scientific_journal-4734	196	8	be	be	AUX
american_scientific_journal-4734	196	9	avoided	avoid	VERB
american_scientific_journal-4734	196	10	;	;	PUNCT
american_scientific_journal-4734	196	11	on	on	ADP
american_scientific_journal-4734	196	12	the	the	DET
american_scientific_journal-4734	196	13	other	other	ADJ
american_scientific_journal-4734	196	14	hand	hand	NOUN
american_scientific_journal-4734	196	15	,	,	PUNCT
american_scientific_journal-4734	196	16	model	model	NOUN
american_scientific_journal-4734	196	17	performance	performance	NOUN
american_scientific_journal-4734	196	18	can	can	AUX
american_scientific_journal-4734	196	19	be	be	AUX
american_scientific_journal-4734	196	20	improved	improve	VERB
american_scientific_journal-4734	196	21	.	.	PUNCT
american_scientific_journal-4734	197	1	in	in	ADP
american_scientific_journal-4734	197	2	this	this	DET
american_scientific_journal-4734	197	3	paper	paper	NOUN
american_scientific_journal-4734	197	4	,	,	PUNCT
american_scientific_journal-4734	197	5	a	a	DET
american_scientific_journal-4734	197	6	total	total	NOUN
american_scientific_journal-4734	197	7	of	of	ADP
american_scientific_journal-4734	197	8	3000	3000	NUM
american_scientific_journal-4734	197	9	images	image	NOUN
american_scientific_journal-4734	197	10	were	be	AUX
american_scientific_journal-4734	197	11	collected	collect	VERB
american_scientific_journal-4734	197	12	as	as	ADP
american_scientific_journal-4734	197	13	samples	sample	NOUN
american_scientific_journal-4734	197	14	,	,	PUNCT
american_scientific_journal-4734	197	15	and	and	CCONJ
american_scientific_journal-4734	197	16	the	the	DET
american_scientific_journal-4734	197	17	sample	sample	NOUN
american_scientific_journal-4734	197	18	set	set	NOUN
american_scientific_journal-4734	197	19	was	be	AUX
american_scientific_journal-4734	197	20	marked	mark	VERB
american_scientific_journal-4734	197	21	.	.	PUNCT
american_scientific_journal-4734	198	1	then	then	ADV
american_scientific_journal-4734	198	2	the	the	DET
american_scientific_journal-4734	198	3	way	way	NOUN
american_scientific_journal-4734	198	4	of	of	ADP
american_scientific_journal-4734	198	5	collecting	collect	VERB
american_scientific_journal-4734	198	6	surface	surface	NOUN
american_scientific_journal-4734	198	7	defects	defect	NOUN
american_scientific_journal-4734	198	8	of	of	ADP
american_scientific_journal-4734	198	9	workpiece	workpiece	NOUN
american_scientific_journal-4734	198	10	by	by	ADP
american_scientific_journal-4734	198	11	visual	visual	ADJ
american_scientific_journal-4734	198	12	sensor	sensor	NOUN
american_scientific_journal-4734	198	13	is	be	AUX
american_scientific_journal-4734	198	14	simulated	simulate	VERB
american_scientific_journal-4734	198	15	and	and	CCONJ
american_scientific_journal-4734	198	16	the	the	DET
american_scientific_journal-4734	198	17	appropriate	appropriate	ADJ
american_scientific_journal-4734	198	18	way	way	NOUN
american_scientific_journal-4734	198	19	of	of	ADP
american_scientific_journal-4734	198	20	data	datum	NOUN
american_scientific_journal-4734	198	21	expansion	expansion	NOUN
american_scientific_journal-4734	198	22	is	be	AUX
american_scientific_journal-4734	198	23	selected	select	VERB
american_scientific_journal-4734	198	24	.	.	PUNCT
american_scientific_journal-4734	199	1	the	the	DET
american_scientific_journal-4734	199	2	pose	pose	NOUN
american_scientific_journal-4734	199	3	of	of	ADP
american_scientific_journal-4734	199	4	different	different	ADJ
american_scientific_journal-4734	199	5	samples	sample	NOUN
american_scientific_journal-4734	199	6	at	at	ADP
american_scientific_journal-4734	199	7	the	the	DET
american_scientific_journal-4734	199	8	same	same	ADJ
american_scientific_journal-4734	199	9	height	height	NOUN
american_scientific_journal-4734	199	10	is	be	AUX
american_scientific_journal-4734	199	11	simulated	simulate	VERB
american_scientific_journal-4734	199	12	by	by	ADP
american_scientific_journal-4734	199	13	turning	turn	VERB
american_scientific_journal-4734	199	14	over	over	ADP
american_scientific_journal-4734	199	15	and	and	CCONJ
american_scientific_journal-4734	199	16	rotating	rotate	VERB
american_scientific_journal-4734	199	17	the	the	DET
american_scientific_journal-4734	199	18	camera	camera	NOUN
american_scientific_journal-4734	199	19	.	.	PUNCT
american_scientific_journal-4734	200	1	the	the	DET
american_scientific_journal-4734	200	2	pose	pose	NOUN
american_scientific_journal-4734	200	3	of	of	ADP
american_scientific_journal-4734	200	4	the	the	DET
american_scientific_journal-4734	200	5	sample	sample	NOUN
american_scientific_journal-4734	200	6	collected	collect	VERB
american_scientific_journal-4734	200	7	by	by	ADP
american_scientific_journal-4734	200	8	the	the	DET
american_scientific_journal-4734	200	9	camera	camera	NOUN
american_scientific_journal-4734	200	10	at	at	ADP
american_scientific_journal-4734	200	11	different	different	ADJ
american_scientific_journal-4734	200	12	heights	height	NOUN
american_scientific_journal-4734	200	13	is	be	AUX
american_scientific_journal-4734	200	14	simulated	simulate	VERB
american_scientific_journal-4734	200	15	by	by	ADP
american_scientific_journal-4734	200	16	scaling	scale	VERB
american_scientific_journal-4734	200	17	.	.	PUNCT
american_scientific_journal-4734	201	1	the	the	DET
american_scientific_journal-4734	201	2	above	above	ADJ
american_scientific_journal-4734	201	3	two	two	NUM
american_scientific_journal-4734	201	4	methods	method	NOUN
american_scientific_journal-4734	201	5	increase	increase	VERB
american_scientific_journal-4734	201	6	the	the	DET
american_scientific_journal-4734	201	7	robustness	robustness	NOUN
american_scientific_journal-4734	201	8	of	of	ADP
american_scientific_journal-4734	201	9	the	the	DET
american_scientific_journal-4734	201	10	convolutional	convolutional	ADJ
american_scientific_journal-4734	201	11	neural	neural	ADJ
american_scientific_journal-4734	201	12	network	network	NOUN
american_scientific_journal-4734	201	13	to	to	ADP
american_scientific_journal-4734	201	14	the	the	DET
american_scientific_journal-4734	201	15	scale	scale	NOUN
american_scientific_journal-4734	201	16	and	and	CCONJ
american_scientific_journal-4734	201	17	direction	direction	NOUN
american_scientific_journal-4734	201	18	of	of	ADP
american_scientific_journal-4734	201	19	the	the	DET
american_scientific_journal-4734	201	20	object	object	NOUN
american_scientific_journal-4734	201	21	.	.	PUNCT
american_scientific_journal-4734	202	1	by	by	ADP
american_scientific_journal-4734	202	2	adjusting	adjust	VERB
american_scientific_journal-4734	202	3	the	the	DET
american_scientific_journal-4734	202	4	brightness	brightness	NOUN
american_scientific_journal-4734	202	5	of	of	ADP
american_scientific_journal-4734	202	6	samples	sample	NOUN
american_scientific_journal-4734	202	7	,	,	PUNCT
american_scientific_journal-4734	202	8	the	the	DET
american_scientific_journal-4734	202	9	influence	influence	NOUN
american_scientific_journal-4734	202	10	of	of	ADP
american_scientific_journal-4734	202	11	field	field	NOUN
american_scientific_journal-4734	202	12	lighting	lighting	NOUN
american_scientific_journal-4734	202	13	environment	environment	NOUN
american_scientific_journal-4734	202	14	on	on	ADP
american_scientific_journal-4734	202	15	samples	sample	NOUN
american_scientific_journal-4734	202	16	was	be	AUX
american_scientific_journal-4734	202	17	simulated	simulate	VERB
american_scientific_journal-4734	202	18	.	.	PUNCT
american_scientific_journal-4734	203	1	through	through	ADP
american_scientific_journal-4734	203	2	the	the	DET
american_scientific_journal-4734	203	3	use	use	NOUN
american_scientific_journal-4734	203	4	of	of	ADP
american_scientific_journal-4734	203	5	superposition	superposition	NOUN
american_scientific_journal-4734	203	6	of	of	ADP
american_scientific_journal-4734	203	7	the	the	DET
american_scientific_journal-4734	203	8	above	above	ADJ
american_scientific_journal-4734	203	9	methods	method	NOUN
american_scientific_journal-4734	203	10	and	and	CCONJ
american_scientific_journal-4734	203	11	the	the	DET
american_scientific_journal-4734	203	12	exclusion	exclusion	NOUN
american_scientific_journal-4734	203	13	of	of	ADP
american_scientific_journal-4734	203	14	some	some	DET
american_scientific_journal-4734	203	15	data	datum	NOUN
american_scientific_journal-4734	203	16	,	,	PUNCT
american_scientific_journal-4734	203	17	the	the	DET
american_scientific_journal-4734	203	18	final	final	ADJ
american_scientific_journal-4734	203	19	image	image	NOUN
american_scientific_journal-4734	203	20	data	datum	NOUN
american_scientific_journal-4734	203	21	was	be	AUX
american_scientific_journal-4734	203	22	expanded	expand	VERB
american_scientific_journal-4734	203	23	to	to	ADP
american_scientific_journal-4734	203	24	american	american	ADJ
american_scientific_journal-4734	203	25	scientific	scientific	ADJ
american_scientific_journal-4734	203	26	research	research	NOUN
american_scientific_journal-4734	203	27	journal	journal	NOUN
american_scientific_journal-4734	203	28	for	for	ADP
american_scientific_journal-4734	203	29	engineering	engineering	NOUN
american_scientific_journal-4734	203	30	,	,	PUNCT
american_scientific_journal-4734	203	31	technology	technology	NOUN
american_scientific_journal-4734	203	32	,	,	PUNCT
american_scientific_journal-4734	203	33	and	and	CCONJ
american_scientific_journal-4734	203	34	sciences	science	NOUN
american_scientific_journal-4734	203	35	(	(	PUNCT
american_scientific_journal-4734	203	36	asrjets	asrjet	NOUN
american_scientific_journal-4734	203	37	)	)	PUNCT
american_scientific_journal-4734	203	38	(	(	PUNCT
american_scientific_journal-4734	203	39	2019	2019	NUM
american_scientific_journal-4734	203	40	)	)	PUNCT
american_scientific_journal-4734	203	41	volume	volume	NOUN
american_scientific_journal-4734	203	42	53	53	NUM
american_scientific_journal-4734	203	43	,	,	PUNCT
american_scientific_journal-4734	203	44	no	no	DET
american_scientific_journal-4734	203	45	1	1	NUM
american_scientific_journal-4734	203	46	,	,	PUNCT
american_scientific_journal-4734	203	47	pp	pp	ADV
american_scientific_journal-4734	203	48	128	128	NUM
american_scientific_journal-4734	203	49	-	-	SYM
american_scientific_journal-4734	203	50	144	144	NUM
american_scientific_journal-4734	203	51	141	141	NUM
american_scientific_journal-4734	203	52	15,000	15,000	NUM
american_scientific_journal-4734	203	53	.	.	PUNCT
american_scientific_journal-4734	204	1	in	in	ADP
american_scientific_journal-4734	204	2	this	this	DET
american_scientific_journal-4734	204	3	model	model	NOUN
american_scientific_journal-4734	204	4	training	training	NOUN
american_scientific_journal-4734	204	5	,	,	PUNCT
american_scientific_journal-4734	204	6	the	the	DET
american_scientific_journal-4734	204	7	matlab	matlab	PROPN
american_scientific_journal-4734	204	8	development	development	NOUN
american_scientific_journal-4734	204	9	interface	interface	NOUN
american_scientific_journal-4734	204	10	of	of	ADP
american_scientific_journal-4734	204	11	deep	deep	ADJ
american_scientific_journal-4734	204	12	learning	learning	NOUN
american_scientific_journal-4734	204	13	framework	framework	NOUN
american_scientific_journal-4734	204	14	caffe	caffe	NOUN
american_scientific_journal-4734	204	15	is	be	AUX
american_scientific_journal-4734	204	16	used	use	VERB
american_scientific_journal-4734	204	17	in	in	ADP
american_scientific_journal-4734	204	18	the	the	DET
american_scientific_journal-4734	204	19	windows	window	NOUN
american_scientific_journal-4734	204	20	7	7	NUM
american_scientific_journal-4734	204	21	operating	operating	NOUN
american_scientific_journal-4734	204	22	system	system	NOUN
american_scientific_journal-4734	204	23	,	,	PUNCT
american_scientific_journal-4734	204	24	and	and	CCONJ
american_scientific_journal-4734	204	25	a	a	DET
american_scientific_journal-4734	204	26	single	single	ADJ
american_scientific_journal-4734	204	27	gpu	gpu	NOUN
american_scientific_journal-4734	204	28	is	be	AUX
american_scientific_journal-4734	204	29	used	use	VERB
american_scientific_journal-4734	204	30	for	for	ADP
american_scientific_journal-4734	204	31	training	training	NOUN
american_scientific_journal-4734	204	32	.	.	PUNCT
american_scientific_journal-4734	205	1	the	the	DET
american_scientific_journal-4734	205	2	specific	specific	ADJ
american_scientific_journal-4734	205	3	hardware	hardware	NOUN
american_scientific_journal-4734	205	4	and	and	CCONJ
american_scientific_journal-4734	205	5	software	software	NOUN
american_scientific_journal-4734	205	6	configuration	configuration	NOUN
american_scientific_journal-4734	205	7	information	information	NOUN
american_scientific_journal-4734	205	8	is	be	AUX
american_scientific_journal-4734	205	9	shown	show	VERB
american_scientific_journal-4734	205	10	in	in	ADP
american_scientific_journal-4734	205	11	table	table	NOUN
american_scientific_journal-4734	205	12	4	4	NUM
american_scientific_journal-4734	205	13	and	and	CCONJ
american_scientific_journal-4734	205	14	5	5	NUM
american_scientific_journal-4734	205	15	table	table	NOUN
american_scientific_journal-4734	205	16	4	4	NUM
american_scientific_journal-4734	205	17	:	:	PUNCT
american_scientific_journal-4734	205	18	hardware	hardware	NOUN
american_scientific_journal-4734	205	19	configuration	configuration	NOUN
american_scientific_journal-4734	205	20	hardware	hardware	NOUN
american_scientific_journal-4734	205	21	model	model	NOUN
american_scientific_journal-4734	205	22	parameter	parameter	PROPN
american_scientific_journal-4734	205	23	cpu	cpu	PROPN
american_scientific_journal-4734	205	24	intel	intel	PROPN
american_scientific_journal-4734	205	25	xeon	xeon	PROPN
american_scientific_journal-4734	205	26	e5	e5	PROPN
american_scientific_journal-4734	205	27	-	-	PUNCT
american_scientific_journal-4734	205	28	2625	2625	NUM
american_scientific_journal-4734	205	29	2.1ghz	2.1ghz	NUM
american_scientific_journal-4734	205	30	ram	ram	VERB
american_scientific_journal-4734	205	31	ddr3	ddr3	NOUN
american_scientific_journal-4734	205	32	32	32	NUM
american_scientific_journal-4734	205	33	g	g	PROPN
american_scientific_journal-4734	205	34	gpu	gpu	PROPN
american_scientific_journal-4734	205	35	nvidia	nvidia	PROPN
american_scientific_journal-4734	205	36	gtx1080ti	gtx1080ti	ADV
american_scientific_journal-4734	205	37	11	11	NUM
american_scientific_journal-4734	205	38	g	g	ADP
american_scientific_journal-4734	205	39	hard	hard	ADJ
american_scientific_journal-4734	205	40	disk	disk	NOUN
american_scientific_journal-4734	205	41	mechanical	mechanical	ADJ
american_scientific_journal-4734	205	42	drive	drive	NOUN
american_scientific_journal-4734	205	43	2	2	NUM
american_scientific_journal-4734	205	44	t	t	NOUN
american_scientific_journal-4734	205	45	table	table	NOUN
american_scientific_journal-4734	205	46	5	5	NUM
american_scientific_journal-4734	205	47	:	:	PUNCT
american_scientific_journal-4734	205	48	software	software	NOUN
american_scientific_journal-4734	205	49	configuration	configuration	NOUN
american_scientific_journal-4734	205	50	software	software	NOUN
american_scientific_journal-4734	205	51	parameter	parameter	NOUN
american_scientific_journal-4734	205	52	operating	operating	NOUN
american_scientific_journal-4734	205	53	system	system	NOUN
american_scientific_journal-4734	205	54	windows	window	VERB
american_scientific_journal-4734	205	55	7	7	NUM
american_scientific_journal-4734	205	56	deep	deep	ADJ
american_scientific_journal-4734	205	57	learning	learning	NOUN
american_scientific_journal-4734	205	58	framework	framework	NOUN
american_scientific_journal-4734	205	59	caffe	caffe	PROPN
american_scientific_journal-4734	205	60	cuda	cuda	PROPN
american_scientific_journal-4734	205	61	version	version	PROPN
american_scientific_journal-4734	205	62	cuda8.0	cuda8.0	X
american_scientific_journal-4734	205	63	developing	develop	VERB
american_scientific_journal-4734	205	64	interface	interface	NOUN
american_scientific_journal-4734	205	65	matlab	matlab	PROPN
american_scientific_journal-4734	205	66	r2014a	r2014a	PROPN
american_scientific_journal-4734	205	67	9000	9000	NUM
american_scientific_journal-4734	205	68	images	image	NOUN
american_scientific_journal-4734	205	69	were	be	AUX
american_scientific_journal-4734	205	70	selected	select	VERB
american_scientific_journal-4734	205	71	from	from	ADP
american_scientific_journal-4734	205	72	the	the	DET
american_scientific_journal-4734	205	73	data	datum	NOUN
american_scientific_journal-4734	205	74	set	set	VERB
american_scientific_journal-4734	205	75	as	as	ADP
american_scientific_journal-4734	205	76	the	the	DET
american_scientific_journal-4734	205	77	training	training	NOUN
american_scientific_journal-4734	205	78	set	set	NOUN
american_scientific_journal-4734	205	79	,	,	PUNCT
american_scientific_journal-4734	205	80	3000	3000	NUM
american_scientific_journal-4734	205	81	as	as	ADP
american_scientific_journal-4734	205	82	the	the	DET
american_scientific_journal-4734	205	83	verification	verification	NOUN
american_scientific_journal-4734	205	84	set	set	NOUN
american_scientific_journal-4734	205	85	,	,	PUNCT
american_scientific_journal-4734	205	86	and	and	CCONJ
american_scientific_journal-4734	205	87	3000	3000	NUM
american_scientific_journal-4734	205	88	as	as	ADP
american_scientific_journal-4734	205	89	the	the	DET
american_scientific_journal-4734	205	90	test	test	NOUN
american_scientific_journal-4734	205	91	set	set	VERB
american_scientific_journal-4734	205	92	to	to	PART
american_scientific_journal-4734	205	93	train	train	VERB
american_scientific_journal-4734	205	94	and	and	CCONJ
american_scientific_journal-4734	205	95	test	test	NOUN
american_scientific_journal-4734	205	96	network	network	NOUN
american_scientific_journal-4734	205	97	.	.	PUNCT
american_scientific_journal-4734	206	1	in	in	ADP
american_scientific_journal-4734	206	2	the	the	DET
american_scientific_journal-4734	206	3	training	training	NOUN
american_scientific_journal-4734	206	4	process	process	NOUN
american_scientific_journal-4734	206	5	,	,	PUNCT
american_scientific_journal-4734	206	6	90	90	NUM
american_scientific_journal-4734	206	7	graphs	graph	NOUN
american_scientific_journal-4734	206	8	were	be	AUX
american_scientific_journal-4734	206	9	used	use	VERB
american_scientific_journal-4734	206	10	to	to	PART
american_scientific_journal-4734	206	11	represent	represent	VERB
american_scientific_journal-4734	206	12	the	the	DET
american_scientific_journal-4734	206	13	step	step	NOUN
american_scientific_journal-4734	206	14	length	length	NOUN
american_scientific_journal-4734	206	15	of	of	ADP
american_scientific_journal-4734	206	16	an	an	DET
american_scientific_journal-4734	206	17	iteration	iteration	NOUN
american_scientific_journal-4734	206	18	,	,	PUNCT
american_scientific_journal-4734	206	19	in	in	ADP
american_scientific_journal-4734	206	20	which	which	PRON
american_scientific_journal-4734	206	21	the	the	DET
american_scientific_journal-4734	206	22	initial	initial	ADJ
american_scientific_journal-4734	206	23	learning	learning	NOUN
american_scientific_journal-4734	206	24	rate	rate	NOUN
american_scientific_journal-4734	206	25	was	be	AUX
american_scientific_journal-4734	206	26	set	set	VERB
american_scientific_journal-4734	206	27	at	at	ADP
american_scientific_journal-4734	206	28	0.01	0.01	NUM
american_scientific_journal-4734	206	29	.	.	PUNCT
american_scientific_journal-4734	207	1	with	with	ADP
american_scientific_journal-4734	207	2	the	the	DET
american_scientific_journal-4734	207	3	increase	increase	NOUN
american_scientific_journal-4734	207	4	of	of	ADP
american_scientific_journal-4734	207	5	the	the	DET
american_scientific_journal-4734	207	6	number	number	NOUN
american_scientific_journal-4734	207	7	of	of	ADP
american_scientific_journal-4734	207	8	training	training	NOUN
american_scientific_journal-4734	207	9	rounds	round	NOUN
american_scientific_journal-4734	207	10	,	,	PUNCT
american_scientific_journal-4734	207	11	it	it	PRON
american_scientific_journal-4734	207	12	eventually	eventually	ADV
american_scientific_journal-4734	207	13	decayed	decay	VERB
american_scientific_journal-4734	207	14	to	to	ADP
american_scientific_journal-4734	207	15	0.0001	0.0001	NUM
american_scientific_journal-4734	207	16	,	,	PUNCT
american_scientific_journal-4734	207	17	and	and	CCONJ
american_scientific_journal-4734	207	18	the	the	DET
american_scientific_journal-4734	207	19	number	number	NOUN
american_scientific_journal-4734	207	20	of	of	ADP
american_scientific_journal-4734	207	21	iterations	iteration	NOUN
american_scientific_journal-4734	207	22	was	be	AUX
american_scientific_journal-4734	207	23	100,000.changes	100,000.changes	NUM
american_scientific_journal-4734	207	24	in	in	ADP
american_scientific_journal-4734	207	25	accuracy	accuracy	NOUN
american_scientific_journal-4734	207	26	and	and	CCONJ
american_scientific_journal-4734	207	27	loss	loss	NOUN
american_scientific_journal-4734	207	28	during	during	ADP
american_scientific_journal-4734	207	29	training	training	NOUN
american_scientific_journal-4734	207	30	are	be	AUX
american_scientific_journal-4734	207	31	shown	show	VERB
american_scientific_journal-4734	207	32	in	in	ADP
american_scientific_journal-4734	207	33	figure	figure	NOUN
american_scientific_journal-4734	207	34	8	8	NUM
american_scientific_journal-4734	207	35	.	.	PUNCT
american_scientific_journal-4734	208	1	the	the	DET
american_scientific_journal-4734	208	2	segmentation	segmentation	NOUN
american_scientific_journal-4734	208	3	results	result	NOUN
american_scientific_journal-4734	208	4	of	of	ADP
american_scientific_journal-4734	208	5	scratches	scratch	NOUN
american_scientific_journal-4734	208	6	and	and	CCONJ
american_scientific_journal-4734	208	7	rust	rust	NOUN
american_scientific_journal-4734	208	8	are	be	AUX
american_scientific_journal-4734	208	9	shown	show	VERB
american_scientific_journal-4734	208	10	in	in	ADP
american_scientific_journal-4734	208	11	figure	figure	NOUN
american_scientific_journal-4734	208	12	9	9	NUM
american_scientific_journal-4734	208	13	.	.	PUNCT
american_scientific_journal-4734	209	1	(	(	PUNCT
american_scientific_journal-4734	209	2	a)accuracy	a)accuracy	NOUN
american_scientific_journal-4734	209	3	change	change	NOUN
american_scientific_journal-4734	209	4	curve	curve	NOUN
american_scientific_journal-4734	209	5	(	(	PUNCT
american_scientific_journal-4734	209	6	b	b	NOUN
american_scientific_journal-4734	209	7	)	)	PUNCT
american_scientific_journal-4734	209	8	loss	loss	NOUN
american_scientific_journal-4734	209	9	value	value	NOUN
american_scientific_journal-4734	209	10	change	change	NOUN
american_scientific_journal-4734	209	11	curve	curve	NOUN
american_scientific_journal-4734	209	12	figure	figure	NOUN
american_scientific_journal-4734	209	13	8	8	NUM
american_scientific_journal-4734	209	14	:	:	PUNCT
american_scientific_journal-4734	209	15	training	training	NOUN
american_scientific_journal-4734	209	16	process	process	NOUN
american_scientific_journal-4734	209	17	parameter	parameter	NOUN
american_scientific_journal-4734	209	18	change	change	NOUN
american_scientific_journal-4734	209	19	curve	curve	NOUN
american_scientific_journal-4734	209	20	0	0	NUM
american_scientific_journal-4734	209	21	200	200	NUM
american_scientific_journal-4734	209	22	400	400	NUM
american_scientific_journal-4734	209	23	600	600	NUM
american_scientific_journal-4734	209	24	800	800	NUM
american_scientific_journal-4734	209	25	1000	1000	NUM
american_scientific_journal-4734	209	26	0.4	0.4	NUM
american_scientific_journal-4734	209	27	0.5	0.5	NUM
american_scientific_journal-4734	209	28	0.6	0.6	NUM
american_scientific_journal-4734	209	29	0.7	0.7	NUM
american_scientific_journal-4734	209	30	0.8	0.8	NUM
american_scientific_journal-4734	209	31	0.9	0.9	NUM
american_scientific_journal-4734	209	32	1	1	NUM
american_scientific_journal-4734	209	33	epoch	epoch	NOUN
american_scientific_journal-4734	209	34	a	a	PRON
american_scientific_journal-4734	209	35	cc	cc	X
american_scientific_journal-4734	209	36	ur	ur	INTJ
american_scientific_journal-4734	209	37	ac	ac	PROPN
american_scientific_journal-4734	209	38	y	y	PROPN
american_scientific_journal-4734	209	39	0	0	NUM
american_scientific_journal-4734	209	40	200	200	NUM
american_scientific_journal-4734	209	41	400	400	NUM
american_scientific_journal-4734	209	42	600	600	NUM
american_scientific_journal-4734	209	43	800	800	NUM
american_scientific_journal-4734	209	44	1000	1000	NUM
american_scientific_journal-4734	209	45	0	0	NUM
american_scientific_journal-4734	209	46	0.5	0.5	NUM
american_scientific_journal-4734	209	47	1	1	NUM
american_scientific_journal-4734	209	48	1.5	1.5	NUM
american_scientific_journal-4734	209	49	2	2	NUM
american_scientific_journal-4734	209	50	2.5	2.5	NUM
american_scientific_journal-4734	209	51	3	3	NUM
american_scientific_journal-4734	209	52	3.5	3.5	NUM
american_scientific_journal-4734	209	53	4	4	NUM
american_scientific_journal-4734	209	54	epoch	epoch	NOUN
american_scientific_journal-4734	209	55	lo	lo	PROPN
american_scientific_journal-4734	209	56	ss	ss	PROPN
american_scientific_journal-4734	209	57	american	american	PROPN
american_scientific_journal-4734	209	58	scientific	scientific	PROPN
american_scientific_journal-4734	209	59	research	research	PROPN
american_scientific_journal-4734	209	60	journal	journal	NOUN
american_scientific_journal-4734	209	61	for	for	ADP
american_scientific_journal-4734	209	62	engineering	engineering	NOUN
american_scientific_journal-4734	209	63	,	,	PUNCT
american_scientific_journal-4734	209	64	technology	technology	NOUN
american_scientific_journal-4734	209	65	,	,	PUNCT
american_scientific_journal-4734	209	66	and	and	CCONJ
american_scientific_journal-4734	209	67	sciences	science	NOUN
american_scientific_journal-4734	209	68	(	(	PUNCT
american_scientific_journal-4734	209	69	asrjets	asrjet	NOUN
american_scientific_journal-4734	209	70	)	)	PUNCT
american_scientific_journal-4734	209	71	(	(	PUNCT
american_scientific_journal-4734	209	72	2019	2019	NUM
american_scientific_journal-4734	209	73	)	)	PUNCT
american_scientific_journal-4734	209	74	volume	volume	NOUN
american_scientific_journal-4734	209	75	53	53	NUM
american_scientific_journal-4734	209	76	,	,	PUNCT
american_scientific_journal-4734	209	77	no	no	DET
american_scientific_journal-4734	209	78	1	1	NUM
american_scientific_journal-4734	209	79	,	,	PUNCT
american_scientific_journal-4734	209	80	pp	pp	ADV
american_scientific_journal-4734	209	81	128	128	NUM
american_scientific_journal-4734	209	82	-	-	SYM
american_scientific_journal-4734	209	83	144	144	NUM
american_scientific_journal-4734	209	84	142	142	NUM
american_scientific_journal-4734	209	85	figure	figure	NOUN
american_scientific_journal-4734	209	86	9	9	NUM
american_scientific_journal-4734	209	87	:	:	PUNCT
american_scientific_journal-4734	209	88	the	the	DET
american_scientific_journal-4734	209	89	segmentation	segmentation	NOUN
american_scientific_journal-4734	209	90	results	result	NOUN
american_scientific_journal-4734	209	91	of	of	ADP
american_scientific_journal-4734	209	92	scratches	scratch	NOUN
american_scientific_journal-4734	209	93	and	and	CCONJ
american_scientific_journal-4734	209	94	rust	rust	NOUN
american_scientific_journal-4734	209	95	in	in	ADP
american_scientific_journal-4734	209	96	order	order	NOUN
american_scientific_journal-4734	209	97	to	to	PART
american_scientific_journal-4734	209	98	objectively	objectively	ADV
american_scientific_journal-4734	209	99	evaluate	evaluate	VERB
american_scientific_journal-4734	209	100	the	the	DET
american_scientific_journal-4734	209	101	segmentation	segmentation	NOUN
american_scientific_journal-4734	209	102	effect	effect	NOUN
american_scientific_journal-4734	209	103	of	of	ADP
american_scientific_journal-4734	209	104	scratches	scratch	NOUN
american_scientific_journal-4734	209	105	with	with	ADP
american_scientific_journal-4734	209	106	corrosion	corrosion	NOUN
american_scientific_journal-4734	209	107	,	,	PUNCT
american_scientific_journal-4734	209	108	this	this	DET
american_scientific_journal-4734	209	109	paper	paper	NOUN
american_scientific_journal-4734	209	110	uses	use	VERB
american_scientific_journal-4734	209	111	iou	iou	NOUN
american_scientific_journal-4734	209	112	and	and	CCONJ
american_scientific_journal-4734	209	113	acc	acc	PROPN
american_scientific_journal-4734	210	1	[	[	X
american_scientific_journal-4734	210	2	10	10	NUM
american_scientific_journal-4734	210	3	-	-	SYM
american_scientific_journal-4734	210	4	11	11	NUM
american_scientific_journal-4734	210	5	]	]	PUNCT
american_scientific_journal-4734	210	6	to	to	PART
american_scientific_journal-4734	210	7	evaluate	evaluate	VERB
american_scientific_journal-4734	210	8	the	the	DET
american_scientific_journal-4734	210	9	segmentation	segmentation	NOUN
american_scientific_journal-4734	210	10	performance	performance	NOUN
american_scientific_journal-4734	210	11	of	of	ADP
american_scientific_journal-4734	210	12	the	the	DET
american_scientific_journal-4734	210	13	network	network	NOUN
american_scientific_journal-4734	210	14	on	on	ADP
american_scientific_journal-4734	210	15	workpieces	workpiece	NOUN
american_scientific_journal-4734	210	16	,	,	PUNCT
american_scientific_journal-4734	210	17	as	as	SCONJ
american_scientific_journal-4734	210	18	shown	show	VERB
american_scientific_journal-4734	210	19	in	in	ADP
american_scientific_journal-4734	210	20	table	table	NOUN
american_scientific_journal-4734	210	21	6	6	NUM
american_scientific_journal-4734	210	22	.	.	PUNCT
american_scientific_journal-4734	211	1	iou	iou	PROPN
american_scientific_journal-4734	211	2	refers	refer	VERB
american_scientific_journal-4734	211	3	to	to	ADP
american_scientific_journal-4734	211	4	the	the	DET
american_scientific_journal-4734	211	5	intersection	intersection	NOUN
american_scientific_journal-4734	211	6	of	of	ADP
american_scientific_journal-4734	211	7	two	two	NUM
american_scientific_journal-4734	211	8	sets	set	NOUN
american_scientific_journal-4734	211	9	and	and	CCONJ
american_scientific_journal-4734	211	10	set	set	VERB
american_scientific_journal-4734	211	11	the	the	DET
american_scientific_journal-4734	211	12	ratio	ratio	NOUN
american_scientific_journal-4734	211	13	of	of	ADP
american_scientific_journal-4734	211	14	the	the	DET
american_scientific_journal-4734	211	15	two	two	NUM
american_scientific_journal-4734	211	16	set	set	NOUN
american_scientific_journal-4734	211	17	of	of	ADP
american_scientific_journal-4734	211	18	real	real	ADJ
american_scientific_journal-4734	211	19	value	value	NOUN
american_scientific_journal-4734	211	20	respectively	respectively	ADV
american_scientific_journal-4734	211	21	and	and	CCONJ
american_scientific_journal-4734	211	22	predicted	predict	VERB
american_scientific_journal-4734	211	23	value	value	NOUN
american_scientific_journal-4734	211	24	,	,	PUNCT
american_scientific_journal-4734	211	25	acc	acc	PROPN
american_scientific_journal-4734	211	26	is	be	AUX
american_scientific_journal-4734	211	27	refers	refer	VERB
american_scientific_journal-4734	211	28	to	to	ADP
american_scientific_journal-4734	211	29	the	the	DET
american_scientific_journal-4734	211	30	correct	correct	ADJ
american_scientific_journal-4734	211	31	classification	classification	NOUN
american_scientific_journal-4734	211	32	of	of	ADP
american_scientific_journal-4734	211	33	the	the	DET
american_scientific_journal-4734	211	34	pixel	pixel	NOUN
american_scientific_journal-4734	211	35	number	number	NOUN
american_scientific_journal-4734	211	36	and	and	CCONJ
american_scientific_journal-4734	211	37	ratio	ratio	NOUN
american_scientific_journal-4734	211	38	of	of	ADP
american_scientific_journal-4734	211	39	all	all	DET
american_scientific_journal-4734	211	40	the	the	DET
american_scientific_journal-4734	211	41	pixel	pixel	PROPN
american_scientific_journal-4734	211	42	number	number	NOUN
american_scientific_journal-4734	211	43	,	,	PUNCT
american_scientific_journal-4734	211	44	computation	computation	NOUN
american_scientific_journal-4734	211	45	formula	formula	NOUN
american_scientific_journal-4734	211	46	is	be	AUX
american_scientific_journal-4734	211	47	as	as	SCONJ
american_scientific_journal-4734	211	48	follows	follow	VERB
american_scientific_journal-4734	211	49	:	:	PUNCT
american_scientific_journal-4734	211	50	predicted	predict	VERB
american_scientific_journal-4734	211	51	segmentation	segmentation	NOUN
american_scientific_journal-4734	211	52	groundtruth	groundtruth	NOUN
american_scientific_journal-4734	211	53	predicted	predict	VERB
american_scientific_journal-4734	211	54	segmentation	segmentation	NOUN
american_scientific_journal-4734	211	55	groundtruth	groundtruth	NOUN
american_scientific_journal-4734	211	56	iou	iou	PROPN
american_scientific_journal-4734	211	57	=	=	SYM
american_scientific_journal-4734	211	58			PROPN
american_scientific_journal-4734	211	59			PROPN
american_scientific_journal-4734	211	60	(	(	PUNCT
american_scientific_journal-4734	211	61	14	14	NUM
american_scientific_journal-4734	211	62	)	)	PUNCT
american_scientific_journal-4734	212	1	i	i	NOUN
american_scientific_journal-4734	212	2	0	0	NUM
american_scientific_journal-4734	212	3	0	0	NUM
american_scientific_journal-4734	212	4	0	0	NUM
american_scientific_journal-4734	213	1	k	k	NOUN
american_scientific_journal-4734	213	2	ii	ii	X
american_scientific_journal-4734	214	1	k	k	PROPN
american_scientific_journal-4734	214	2	k	k	PROPN
american_scientific_journal-4734	215	1	ij	ij	INTJ
american_scientific_journal-4734	216	1	i	i	PRON
american_scientific_journal-4734	216	2	j	j	PROPN
american_scientific_journal-4734	217	1	p	p	X
american_scientific_journal-4734	217	2	acc	acc	PROPN
american_scientific_journal-4734	217	3	p	p	NOUN
american_scientific_journal-4734	218	1	=	=	PUNCT
american_scientific_journal-4734	218	2	=	=	PUNCT
american_scientific_journal-4734	218	3	=	=	PUNCT
american_scientific_journal-4734	218	4	=	=	PUNCT
american_scientific_journal-4734	218	5	∑	∑	PUNCT
american_scientific_journal-4734	218	6	∑∑	∑∑	PROPN
american_scientific_journal-4734	218	7	(	(	PUNCT
american_scientific_journal-4734	218	8	15	15	NUM
american_scientific_journal-4734	218	9	)	)	PUNCT
american_scientific_journal-4734	218	10	table	table	NOUN
american_scientific_journal-4734	218	11	6	6	NUM
american_scientific_journal-4734	218	12	:	:	PUNCT
american_scientific_journal-4734	218	13	results	result	NOUN
american_scientific_journal-4734	218	14	of	of	ADP
american_scientific_journal-4734	218	15	scratch	scratch	NOUN
american_scientific_journal-4734	218	16	and	and	CCONJ
american_scientific_journal-4734	218	17	rust	rust	NOUN
american_scientific_journal-4734	218	18	detection	detection	NOUN
american_scientific_journal-4734	218	19	defect	defect	NOUN
american_scientific_journal-4734	218	20	mean	mean	NOUN
american_scientific_journal-4734	218	21	iou	iou	PROPN
american_scientific_journal-4734	218	22	mean	mean	PROPN
american_scientific_journal-4734	218	23	acc	acc	PROPN
american_scientific_journal-4734	218	24	scratch	scratch	VERB
american_scientific_journal-4734	218	25	0.9621	0.9621	NUM
american_scientific_journal-4734	218	26	0.9985	0.9985	NUM
american_scientific_journal-4734	218	27	rust	rust	NOUN
american_scientific_journal-4734	218	28	0.9579	0.9579	NUM
american_scientific_journal-4734	218	29	0.9841	0.9841	NUM
american_scientific_journal-4734	219	1	it	it	PRON
american_scientific_journal-4734	219	2	can	can	AUX
american_scientific_journal-4734	219	3	be	be	AUX
american_scientific_journal-4734	219	4	seen	see	VERB
american_scientific_journal-4734	219	5	from	from	ADP
american_scientific_journal-4734	219	6	the	the	DET
american_scientific_journal-4734	219	7	defect	defect	NOUN
american_scientific_journal-4734	219	8	segmentation	segmentation	NOUN
american_scientific_journal-4734	219	9	results	result	VERB
american_scientific_journal-4734	219	10	in	in	ADP
american_scientific_journal-4734	219	11	figure	figure	NOUN
american_scientific_journal-4734	219	12	9	9	NUM
american_scientific_journal-4734	219	13	that	that	SCONJ
american_scientific_journal-4734	219	14	the	the	DET
american_scientific_journal-4734	219	15	defect	defect	ADJ
american_scientific_journal-4734	219	16	segmentation	segmentation	NOUN
american_scientific_journal-4734	219	17	method	method	NOUN
american_scientific_journal-4734	219	18	based	base	VERB
american_scientific_journal-4734	219	19	on	on	ADP
american_scientific_journal-4734	219	20	convolutional	convolutional	ADJ
american_scientific_journal-4734	219	21	neural	neural	ADJ
american_scientific_journal-4734	219	22	network	network	NOUN
american_scientific_journal-4734	219	23	adopted	adopt	VERB
american_scientific_journal-4734	219	24	in	in	ADP
american_scientific_journal-4734	219	25	this	this	DET
american_scientific_journal-4734	219	26	paper	paper	NOUN
american_scientific_journal-4734	219	27	can	can	AUX
american_scientific_journal-4734	219	28	complete	complete	VERB
american_scientific_journal-4734	219	29	the	the	DET
american_scientific_journal-4734	219	30	accurate	accurate	ADJ
american_scientific_journal-4734	219	31	segmentation	segmentation	NOUN
american_scientific_journal-4734	219	32	of	of	ADP
american_scientific_journal-4734	219	33	the	the	DET
american_scientific_journal-4734	219	34	surface	surface	NOUN
american_scientific_journal-4734	219	35	defects	defect	NOUN
american_scientific_journal-4734	219	36	of	of	ADP
american_scientific_journal-4734	219	37	stamping	stamp	VERB
american_scientific_journal-4734	219	38	parts	part	NOUN
american_scientific_journal-4734	219	39	.	.	PUNCT
american_scientific_journal-4734	220	1	when	when	SCONJ
american_scientific_journal-4734	220	2	the	the	DET
american_scientific_journal-4734	220	3	ambient	ambient	ADJ
american_scientific_journal-4734	220	4	light	light	ADJ
american_scientific_journal-4734	220	5	changes	change	NOUN
american_scientific_journal-4734	220	6	,	,	PUNCT
american_scientific_journal-4734	220	7	scratches	scratch	NOUN
american_scientific_journal-4734	220	8	and	and	CCONJ
american_scientific_journal-4734	220	9	rust	rust	NOUN
american_scientific_journal-4734	220	10	still	still	ADV
american_scientific_journal-4734	220	11	have	have	VERB
american_scientific_journal-4734	220	12	good	good	ADJ
american_scientific_journal-4734	220	13	segmentation	segmentation	NOUN
american_scientific_journal-4734	220	14	effect	effect	NOUN
american_scientific_journal-4734	220	15	,	,	PUNCT
american_scientific_journal-4734	220	16	which	which	PRON
american_scientific_journal-4734	220	17	proves	prove	VERB
american_scientific_journal-4734	220	18	that	that	SCONJ
american_scientific_journal-4734	220	19	the	the	DET
american_scientific_journal-4734	220	20	detection	detection	NOUN
american_scientific_journal-4734	220	21	algorithm	algorithm	NOUN
american_scientific_journal-4734	220	22	has	have	VERB
american_scientific_journal-4734	220	23	a	a	DET
american_scientific_journal-4734	220	24	high	high	ADJ
american_scientific_journal-4734	220	25	robustness	robustness	NOUN
american_scientific_journal-4734	220	26	.	.	PUNCT
american_scientific_journal-4734	221	1	it	it	PRON
american_scientific_journal-4734	221	2	can	can	AUX
american_scientific_journal-4734	221	3	be	be	AUX
american_scientific_journal-4734	221	4	seen	see	VERB
american_scientific_journal-4734	221	5	from	from	ADP
american_scientific_journal-4734	221	6	table	table	NOUN
american_scientific_journal-4734	221	7	6	6	NUM
american_scientific_journal-4734	221	8	that	that	SCONJ
american_scientific_journal-4734	221	9	the	the	DET
american_scientific_journal-4734	221	10	mean	mean	ADJ
american_scientific_journal-4734	221	11	iou	iou	NOUN
american_scientific_journal-4734	221	12	values	value	NOUN
american_scientific_journal-4734	221	13	of	of	ADP
american_scientific_journal-4734	221	14	scratches	scratch	NOUN
american_scientific_journal-4734	221	15	and	and	CCONJ
american_scientific_journal-4734	221	16	rust	rust	NOUN
american_scientific_journal-4734	221	17	are	be	AUX
american_scientific_journal-4734	221	18	96.21	96.21	NUM
american_scientific_journal-4734	221	19	%	%	NOUN
american_scientific_journal-4734	221	20	and	and	CCONJ
american_scientific_journal-4734	221	21	95.79	95.79	NUM
american_scientific_journal-4734	221	22	%	%	NOUN
american_scientific_journal-4734	221	23	,	,	PUNCT
american_scientific_journal-4734	221	24	respectively	respectively	ADV
american_scientific_journal-4734	221	25	,	,	PUNCT
american_scientific_journal-4734	221	26	which	which	PRON
american_scientific_journal-4734	221	27	have	have	VERB
american_scientific_journal-4734	221	28	a	a	DET
american_scientific_journal-4734	221	29	high	high	ADJ
american_scientific_journal-4734	221	30	accuracy	accuracy	NOUN
american_scientific_journal-4734	221	31	and	and	CCONJ
american_scientific_journal-4734	221	32	meet	meet	VERB
american_scientific_journal-4734	221	33	the	the	DET
american_scientific_journal-4734	221	34	requirements	requirement	NOUN
american_scientific_journal-4734	221	35	of	of	ADP
american_scientific_journal-4734	221	36	actual	actual	ADJ
american_scientific_journal-4734	221	37	defect	defect	NOUN
american_scientific_journal-4734	221	38	detection	detection	NOUN
american_scientific_journal-4734	221	39	and	and	CCONJ
american_scientific_journal-4734	221	40	application	application	NOUN
american_scientific_journal-4734	221	41	.	.	PUNCT
american_scientific_journal-4734	222	1	american	american	ADJ
american_scientific_journal-4734	222	2	scientific	scientific	ADJ
american_scientific_journal-4734	222	3	research	research	PROPN
american_scientific_journal-4734	222	4	journal	journal	NOUN
american_scientific_journal-4734	222	5	for	for	ADP
american_scientific_journal-4734	222	6	engineering	engineering	NOUN
american_scientific_journal-4734	222	7	,	,	PUNCT
american_scientific_journal-4734	222	8	technology	technology	NOUN
american_scientific_journal-4734	222	9	,	,	PUNCT
american_scientific_journal-4734	222	10	and	and	CCONJ
american_scientific_journal-4734	222	11	sciences	science	NOUN
american_scientific_journal-4734	222	12	(	(	PUNCT
american_scientific_journal-4734	222	13	asrjets	asrjet	NOUN
american_scientific_journal-4734	222	14	)	)	PUNCT
american_scientific_journal-4734	222	15	(	(	PUNCT
american_scientific_journal-4734	222	16	2019	2019	NUM
american_scientific_journal-4734	222	17	)	)	PUNCT
american_scientific_journal-4734	222	18	volume	volume	NOUN
american_scientific_journal-4734	222	19	53	53	NUM
american_scientific_journal-4734	222	20	,	,	PUNCT
american_scientific_journal-4734	222	21	no	no	DET
american_scientific_journal-4734	222	22	1	1	NUM
american_scientific_journal-4734	222	23	,	,	PUNCT
american_scientific_journal-4734	222	24	pp	pp	ADV
american_scientific_journal-4734	222	25	128	128	NUM
american_scientific_journal-4734	222	26	-	-	SYM
american_scientific_journal-4734	222	27	144	144	NUM
american_scientific_journal-4734	222	28	143	143	NUM
american_scientific_journal-4734	222	29	3.3	3.3	NUM
american_scientific_journal-4734	222	30	results	result	VERB
american_scientific_journal-4734	222	31	analysis	analysis	NOUN
american_scientific_journal-4734	222	32	the	the	DET
american_scientific_journal-4734	222	33	experimental	experimental	ADJ
american_scientific_journal-4734	222	34	results	result	NOUN
american_scientific_journal-4734	222	35	show	show	VERB
american_scientific_journal-4734	222	36	that	that	SCONJ
american_scientific_journal-4734	222	37	the	the	DET
american_scientific_journal-4734	222	38	surface	surface	NOUN
american_scientific_journal-4734	222	39	defect	defect	NOUN
american_scientific_journal-4734	222	40	detection	detection	NOUN
american_scientific_journal-4734	222	41	method	method	NOUN
american_scientific_journal-4734	222	42	proposed	propose	VERB
american_scientific_journal-4734	222	43	in	in	ADP
american_scientific_journal-4734	222	44	this	this	DET
american_scientific_journal-4734	222	45	paper	paper	NOUN
american_scientific_journal-4734	222	46	can	can	AUX
american_scientific_journal-4734	222	47	effectively	effectively	ADV
american_scientific_journal-4734	222	48	segment	segment	VERB
american_scientific_journal-4734	222	49	the	the	DET
american_scientific_journal-4734	222	50	surface	surface	NOUN
american_scientific_journal-4734	222	51	defects	defect	NOUN
american_scientific_journal-4734	222	52	of	of	ADP
american_scientific_journal-4734	222	53	workpieces	workpiece	NOUN
american_scientific_journal-4734	222	54	,	,	PUNCT
american_scientific_journal-4734	222	55	and	and	CCONJ
american_scientific_journal-4734	222	56	the	the	DET
american_scientific_journal-4734	222	57	accuracy	accuracy	NOUN
american_scientific_journal-4734	222	58	of	of	ADP
american_scientific_journal-4734	222	59	scratch	scratch	NOUN
american_scientific_journal-4734	222	60	and	and	CCONJ
american_scientific_journal-4734	222	61	rust	rust	NOUN
american_scientific_journal-4734	222	62	segmentation	segmentation	NOUN
american_scientific_journal-4734	222	63	is	be	AUX
american_scientific_journal-4734	222	64	96.21	96.21	NUM
american_scientific_journal-4734	222	65	%	%	NOUN
american_scientific_journal-4734	222	66	and	and	CCONJ
american_scientific_journal-4734	222	67	95.79	95.79	NUM
american_scientific_journal-4734	222	68	%	%	NOUN
american_scientific_journal-4734	222	69	,	,	PUNCT
american_scientific_journal-4734	222	70	respectively	respectively	ADV
american_scientific_journal-4734	222	71	.	.	PUNCT
american_scientific_journal-4734	223	1	therefore	therefore	ADV
american_scientific_journal-4734	223	2	,	,	PUNCT
american_scientific_journal-4734	223	3	the	the	DET
american_scientific_journal-4734	223	4	defect	defect	NOUN
american_scientific_journal-4734	223	5	detection	detection	NOUN
american_scientific_journal-4734	223	6	algorithm	algorithm	NOUN
american_scientific_journal-4734	223	7	designed	design	VERB
american_scientific_journal-4734	223	8	in	in	ADP
american_scientific_journal-4734	223	9	this	this	DET
american_scientific_journal-4734	223	10	paper	paper	NOUN
american_scientific_journal-4734	223	11	is	be	AUX
american_scientific_journal-4734	223	12	feasible	feasible	ADJ
american_scientific_journal-4734	223	13	to	to	ADP
american_scientific_journal-4734	223	14	a	a	DET
american_scientific_journal-4734	223	15	large	large	ADJ
american_scientific_journal-4734	223	16	extent	extent	NOUN
american_scientific_journal-4734	223	17	.	.	PUNCT
american_scientific_journal-4734	224	1	the	the	DET
american_scientific_journal-4734	224	2	defect	defect	NOUN
american_scientific_journal-4734	224	3	detection	detection	NOUN
american_scientific_journal-4734	224	4	system	system	NOUN
american_scientific_journal-4734	224	5	designed	design	VERB
american_scientific_journal-4734	224	6	in	in	ADP
american_scientific_journal-4734	224	7	this	this	DET
american_scientific_journal-4734	224	8	paper	paper	NOUN
american_scientific_journal-4734	224	9	can	can	AUX
american_scientific_journal-4734	224	10	accurately	accurately	ADV
american_scientific_journal-4734	224	11	realize	realize	VERB
american_scientific_journal-4734	224	12	the	the	DET
american_scientific_journal-4734	224	13	function	function	NOUN
american_scientific_journal-4734	224	14	of	of	ADP
american_scientific_journal-4734	224	15	defect	defect	ADJ
american_scientific_journal-4734	224	16	detection	detection	NOUN
american_scientific_journal-4734	224	17	.	.	PUNCT
american_scientific_journal-4734	225	1	4	4	X
american_scientific_journal-4734	225	2	.	.	X
american_scientific_journal-4734	225	3	conclusion	conclusion	NOUN
american_scientific_journal-4734	225	4	a	a	DET
american_scientific_journal-4734	225	5	new	new	ADJ
american_scientific_journal-4734	225	6	system	system	NOUN
american_scientific_journal-4734	225	7	for	for	ADP
american_scientific_journal-4734	225	8	detecting	detect	VERB
american_scientific_journal-4734	225	9	surface	surface	NOUN
american_scientific_journal-4734	225	10	defects	defect	NOUN
american_scientific_journal-4734	225	11	of	of	ADP
american_scientific_journal-4734	225	12	automobile	automobile	NOUN
american_scientific_journal-4734	225	13	stamping	stamp	VERB
american_scientific_journal-4734	225	14	parts	part	NOUN
american_scientific_journal-4734	225	15	is	be	AUX
american_scientific_journal-4734	225	16	designed	design	VERB
american_scientific_journal-4734	225	17	in	in	ADP
american_scientific_journal-4734	225	18	this	this	DET
american_scientific_journal-4734	225	19	paper	paper	NOUN
american_scientific_journal-4734	225	20	.	.	PUNCT
american_scientific_journal-4734	226	1	firstly	firstly	ADV
american_scientific_journal-4734	226	2	,	,	PUNCT
american_scientific_journal-4734	226	3	we	we	PRON
american_scientific_journal-4734	226	4	select	select	VERB
american_scientific_journal-4734	226	5	the	the	DET
american_scientific_journal-4734	226	6	hardware	hardware	NOUN
american_scientific_journal-4734	226	7	and	and	CCONJ
american_scientific_journal-4734	226	8	build	build	VERB
american_scientific_journal-4734	226	9	a	a	DET
american_scientific_journal-4734	226	10	visual	visual	ADJ
american_scientific_journal-4734	226	11	inspection	inspection	NOUN
american_scientific_journal-4734	226	12	system	system	NOUN
american_scientific_journal-4734	226	13	.	.	PUNCT
american_scientific_journal-4734	227	1	then	then	ADV
american_scientific_journal-4734	227	2	,	,	PUNCT
american_scientific_journal-4734	227	3	we	we	PRON
american_scientific_journal-4734	227	4	calibrate	calibrate	VERB
american_scientific_journal-4734	227	5	the	the	DET
american_scientific_journal-4734	227	6	visual	visual	ADJ
american_scientific_journal-4734	227	7	detection	detection	NOUN
american_scientific_journal-4734	227	8	system	system	NOUN
american_scientific_journal-4734	227	9	.	.	PUNCT
american_scientific_journal-4734	228	1	finally	finally	ADV
american_scientific_journal-4734	228	2	,	,	PUNCT
american_scientific_journal-4734	228	3	the	the	DET
american_scientific_journal-4734	228	4	defects	defect	NOUN
american_scientific_journal-4734	228	5	are	be	AUX
american_scientific_journal-4734	228	6	segmented	segment	VERB
american_scientific_journal-4734	228	7	at	at	ADP
american_scientific_journal-4734	228	8	the	the	DET
american_scientific_journal-4734	228	9	pixel	pixel	PROPN
american_scientific_journal-4734	228	10	level	level	NOUN
american_scientific_journal-4734	228	11	by	by	ADP
american_scientific_journal-4734	228	12	the	the	DET
american_scientific_journal-4734	228	13	convolutional	convolutional	ADJ
american_scientific_journal-4734	228	14	neural	neural	ADJ
american_scientific_journal-4734	228	15	network	network	NOUN
american_scientific_journal-4734	228	16	.	.	PUNCT
american_scientific_journal-4734	229	1	in	in	ADP
american_scientific_journal-4734	229	2	order	order	NOUN
american_scientific_journal-4734	229	3	to	to	PART
american_scientific_journal-4734	229	4	verify	verify	VERB
american_scientific_journal-4734	229	5	the	the	DET
american_scientific_journal-4734	229	6	effectiveness	effectiveness	NOUN
american_scientific_journal-4734	229	7	of	of	ADP
american_scientific_journal-4734	229	8	the	the	DET
american_scientific_journal-4734	229	9	algorithm	algorithm	NOUN
american_scientific_journal-4734	229	10	in	in	ADP
american_scientific_journal-4734	229	11	this	this	DET
american_scientific_journal-4734	229	12	paper	paper	NOUN
american_scientific_journal-4734	229	13	,	,	PUNCT
american_scientific_journal-4734	229	14	we	we	PRON
american_scientific_journal-4734	229	15	use	use	VERB
american_scientific_journal-4734	229	16	the	the	DET
american_scientific_journal-4734	229	17	defect	defect	NOUN
american_scientific_journal-4734	229	18	images	image	NOUN
american_scientific_journal-4734	229	19	collected	collect	VERB
american_scientific_journal-4734	229	20	by	by	ADP
american_scientific_journal-4734	229	21	the	the	DET
american_scientific_journal-4734	229	22	visual	visual	ADJ
american_scientific_journal-4734	229	23	detection	detection	NOUN
american_scientific_journal-4734	229	24	system	system	NOUN
american_scientific_journal-4734	229	25	to	to	PART
american_scientific_journal-4734	229	26	test	test	VERB
american_scientific_journal-4734	229	27	the	the	DET
american_scientific_journal-4734	229	28	algorithm	algorithm	NOUN
american_scientific_journal-4734	229	29	.	.	PUNCT
american_scientific_journal-4734	230	1	experimental	experimental	ADJ
american_scientific_journal-4734	230	2	results	result	NOUN
american_scientific_journal-4734	230	3	show	show	VERB
american_scientific_journal-4734	230	4	that	that	SCONJ
american_scientific_journal-4734	230	5	the	the	DET
american_scientific_journal-4734	230	6	algorithm	algorithm	NOUN
american_scientific_journal-4734	230	7	proposed	propose	VERB
american_scientific_journal-4734	230	8	in	in	ADP
american_scientific_journal-4734	230	9	this	this	DET
american_scientific_journal-4734	230	10	paper	paper	NOUN
american_scientific_journal-4734	230	11	.	.	PUNCT
american_scientific_journal-4734	231	1	references	reference	NOUN
american_scientific_journal-4734	231	2	[	[	X
american_scientific_journal-4734	231	3	1	1	NUM
american_scientific_journal-4734	231	4	]	]	PUNCT
american_scientific_journal-4734	231	5	tang	tang	PROPN
american_scientific_journal-4734	231	6	b	b	PROPN
american_scientific_journal-4734	231	7	,	,	PUNCT
american_scientific_journal-4734	231	8	kong	kong	PROPN
american_scientific_journal-4734	231	9	jy	jy	PROPN
american_scientific_journal-4734	231	10	.	.	PROPN
american_scientific_journal-4734	232	1	overview	overview	NOUN
american_scientific_journal-4734	232	2	of	of	ADP
american_scientific_journal-4734	232	3	machine	machine	NOUN
american_scientific_journal-4734	232	4	vision	vision	NOUN
american_scientific_journal-4734	232	5	surface	surface	NOUN
american_scientific_journal-4734	232	6	defect	defect	NOUN
american_scientific_journal-4734	232	7	detection	detection	NOUN
american_scientific_journal-4734	233	1	[	[	X
american_scientific_journal-4734	233	2	j	j	X
american_scientific_journal-4734	233	3	]	]	X
american_scientific_journal-4734	233	4	.	.	PUNCT
american_scientific_journal-4734	234	1	journal	journal	PROPN
american_scientific_journal-4734	234	2	of	of	ADP
american_scientific_journal-4734	234	3	image	image	NOUN
american_scientific_journal-4734	234	4	and	and	CCONJ
american_scientific_journal-4734	234	5	graphics	graphic	NOUN
american_scientific_journal-4734	234	6	,	,	PUNCT
american_scientific_journal-4734	234	7	2017	2017	NUM
american_scientific_journal-4734	234	8	,	,	PUNCT
american_scientific_journal-4734	234	9	22(12	22(12	NUM
american_scientific_journal-4734	234	10	):	):	PUNCT
american_scientific_journal-4734	234	11	1640	1640	NUM
american_scientific_journal-4734	234	12	-	-	SYM
american_scientific_journal-4734	234	13	1663	1663	NUM
american_scientific_journal-4734	234	14	.	.	PUNCT
american_scientific_journal-4734	235	1	[	[	X
american_scientific_journal-4734	235	2	2	2	NUM
american_scientific_journal-4734	235	3	]	]	PUNCT
american_scientific_journal-4734	235	4	otsu	otsu	NOUN
american_scientific_journal-4734	235	5	n.	n.	NOUN
american_scientific_journal-4734	235	6	a	a	DET
american_scientific_journal-4734	235	7	threshold	threshold	NOUN
american_scientific_journal-4734	235	8	selection	selection	NOUN
american_scientific_journal-4734	235	9	method	method	NOUN
american_scientific_journal-4734	235	10	from	from	ADP
american_scientific_journal-4734	235	11	gray	gray	ADJ
american_scientific_journal-4734	235	12	-	-	PUNCT
american_scientific_journal-4734	235	13	level	level	NOUN
american_scientific_journal-4734	235	14	histograms[j	histograms[j	NOUN
american_scientific_journal-4734	235	15	]	]	PUNCT
american_scientific_journal-4734	235	16	.	.	PUNCT
american_scientific_journal-4734	236	1	ieee	ieee	NOUN
american_scientific_journal-4734	236	2	transactions	transaction	NOUN
american_scientific_journal-4734	236	3	on	on	ADP
american_scientific_journal-4734	236	4	systems	system	NOUN
american_scientific_journal-4734	236	5	,	,	PUNCT
american_scientific_journal-4734	236	6	man	man	NOUN
american_scientific_journal-4734	236	7	,	,	PUNCT
american_scientific_journal-4734	236	8	and	and	CCONJ
american_scientific_journal-4734	236	9	cybernetics	cybernetic	NOUN
american_scientific_journal-4734	236	10	,	,	PUNCT
american_scientific_journal-4734	236	11	2007	2007	NUM
american_scientific_journal-4734	236	12	,	,	PUNCT
american_scientific_journal-4734	236	13	9(1	9(1	NUM
american_scientific_journal-4734	236	14	):	):	PUNCT
american_scientific_journal-4734	236	15	62	62	NUM
american_scientific_journal-4734	236	16	-	-	SYM
american_scientific_journal-4734	236	17	66	66	NUM
american_scientific_journal-4734	236	18	.	.	PUNCT
american_scientific_journal-4734	237	1	[	[	X
american_scientific_journal-4734	237	2	3	3	X
american_scientific_journal-4734	237	3	]	]	X
american_scientific_journal-4734	237	4	yao	yao	PROPN
american_scientific_journal-4734	237	5	mh	mh	PROPN
american_scientific_journal-4734	237	6	,	,	PUNCT
american_scientific_journal-4734	237	7	chen	chen	PROPN
american_scientific_journal-4734	237	8	zh	zh	PROPN
american_scientific_journal-4734	237	9	.	.	PROPN
american_scientific_journal-4734	237	10	surface	surface	PROPN
american_scientific_journal-4734	237	11	defect	defect	NOUN
american_scientific_journal-4734	237	12	detection	detection	NOUN
american_scientific_journal-4734	237	13	based	base	VERB
american_scientific_journal-4734	237	14	on	on	ADP
american_scientific_journal-4734	237	15	deep	deep	ADJ
american_scientific_journal-4734	237	16	active	active	ADJ
american_scientific_journal-4734	237	17	learning	learning	NOUN
american_scientific_journal-4734	237	18	[	[	X
american_scientific_journal-4734	237	19	j	j	X
american_scientific_journal-4734	237	20	]	]	X
american_scientific_journal-4734	237	21	.	.	PUNCT
american_scientific_journal-4734	238	1	computer	computer	NOUN
american_scientific_journal-4734	238	2	measurement	measurement	NOUN
american_scientific_journal-4734	238	3	and	and	CCONJ
american_scientific_journal-4734	238	4	control	control	NOUN
american_scientific_journal-4734	238	5	,	,	PUNCT
american_scientific_journal-4734	238	6	2018	2018	NUM
american_scientific_journal-4734	238	7	,	,	PUNCT
american_scientific_journal-4734	238	8	26(9	26(9	NUM
american_scientific_journal-4734	238	9	)	)	PUNCT
american_scientific_journal-4734	238	10	.	.	PUNCT
american_scientific_journal-4734	239	1	[	[	X
american_scientific_journal-4734	239	2	4	4	X
american_scientific_journal-4734	239	3	]	]	X
american_scientific_journal-4734	239	4	qiu	qiu	PROPN
american_scientific_journal-4734	239	5	ml	ml	PROPN
american_scientific_journal-4734	239	6	,	,	PUNCT
american_scientific_journal-4734	239	7	li	li	PROPN
american_scientific_journal-4734	239	8	y.	y.	PROPN
american_scientific_journal-4734	239	9	overview	overview	NOUN
american_scientific_journal-4734	239	10	of	of	ADP
american_scientific_journal-4734	239	11	camera	camera	NOUN
american_scientific_journal-4734	239	12	calibration	calibration	NOUN
american_scientific_journal-4734	239	13	in	in	ADP
american_scientific_journal-4734	239	14	computer	computer	NOUN
american_scientific_journal-4734	239	15	vision	vision	NOUN
american_scientific_journal-4734	240	1	[	[	X
american_scientific_journal-4734	240	2	j	j	X
american_scientific_journal-4734	240	3	]	]	X
american_scientific_journal-4734	240	4	.	.	PUNCT
american_scientific_journal-4734	241	1	journal	journal	PROPN
american_scientific_journal-4734	241	2	of	of	ADP
american_scientific_journal-4734	241	3	automation	automation	NOUN
american_scientific_journal-4734	241	4	,	,	PUNCT
american_scientific_journal-4734	241	5	2000	2000	NUM
american_scientific_journal-4734	241	6	,	,	PUNCT
american_scientific_journal-4734	241	7	26(1	26(1	NUM
american_scientific_journal-4734	241	8	):	):	PUNCT
american_scientific_journal-4734	241	9	43	43	NUM
american_scientific_journal-4734	241	10	-	-	SYM
american_scientific_journal-4734	241	11	55	55	NUM
american_scientific_journal-4734	241	12	.	.	PUNCT
american_scientific_journal-4734	242	1	[	[	X
american_scientific_journal-4734	242	2	5	5	NUM
american_scientific_journal-4734	242	3	]	]	X
american_scientific_journal-4734	242	4	hou	hou	PROPN
american_scientific_journal-4734	242	5	z	z	PROPN
american_scientific_journal-4734	242	6	,	,	PUNCT
american_scientific_journal-4734	242	7	wang	wang	PROPN
american_scientific_journal-4734	242	8	j.	j.	PROPN
american_scientific_journal-4734	242	9	study	study	PROPN
american_scientific_journal-4734	242	10	on	on	ADP
american_scientific_journal-4734	242	11	traditional	traditional	ADJ
american_scientific_journal-4734	242	12	camera	camera	NOUN
american_scientific_journal-4734	242	13	calibration	calibration	NOUN
american_scientific_journal-4734	243	1	[	[	X
american_scientific_journal-4734	243	2	j	j	X
american_scientific_journal-4734	243	3	]	]	X
american_scientific_journal-4734	243	4	.	.	PUNCT
american_scientific_journal-4734	244	1	information	information	NOUN
american_scientific_journal-4734	244	2	-	-	PUNCT
american_scientific_journal-4734	244	3	an	an	DET
american_scientific_journal-4734	244	4	international	international	ADJ
american_scientific_journal-4734	244	5	interdisciplinary	interdisciplinary	ADJ
american_scientific_journal-4734	244	6	journal	journal	NOUN
american_scientific_journal-4734	244	7	,	,	PUNCT
american_scientific_journal-4734	244	8	2012	2012	NUM
american_scientific_journal-4734	244	9	,	,	PUNCT
american_scientific_journal-4734	244	10	15(11	15(11	NUM
american_scientific_journal-4734	244	11	):	):	PUNCT
american_scientific_journal-4734	244	12	4393	4393	NUM
american_scientific_journal-4734	244	13	-	-	SYM
american_scientific_journal-4734	244	14	4398	4398	NUM
american_scientific_journal-4734	244	15	.	.	PUNCT
american_scientific_journal-4734	245	1	[	[	X
american_scientific_journal-4734	245	2	6	6	NUM
american_scientific_journal-4734	245	3	]	]	X
american_scientific_journal-4734	245	4	long	long	PROPN
american_scientific_journal-4734	245	5	j	j	PROPN
american_scientific_journal-4734	245	6	,	,	PUNCT
american_scientific_journal-4734	245	7	shelhamer	shelhamer	NOUN
american_scientific_journal-4734	245	8	e	e	NOUN
american_scientific_journal-4734	245	9	,	,	PUNCT
american_scientific_journal-4734	245	10	darrell	darrell	PROPN
american_scientific_journal-4734	245	11	t.	t.	PROPN
american_scientific_journal-4734	245	12	fully	fully	ADV
american_scientific_journal-4734	245	13	convolutional	convolutional	ADJ
american_scientific_journal-4734	245	14	networks	network	NOUN
american_scientific_journal-4734	245	15	for	for	ADP
american_scientific_journal-4734	245	16	semantic	semantic	ADJ
american_scientific_journal-4734	245	17	segmentation[c	segmentation[c	NOUN
american_scientific_journal-4734	245	18	]	]	PUNCT
american_scientific_journal-4734	245	19	.	.	PUNCT
american_scientific_journal-4734	246	1	proceedings	proceeding	NOUN
american_scientific_journal-4734	246	2	of	of	ADP
american_scientific_journal-4734	246	3	the	the	DET
american_scientific_journal-4734	246	4	2015	2015	NUM
american_scientific_journal-4734	246	5	conference	conference	NOUN
american_scientific_journal-4734	246	6	on	on	ADP
american_scientific_journal-4734	246	7	computer	computer	NOUN
american_scientific_journal-4734	246	8	vision	vision	NOUN
american_scientific_journal-4734	246	9	and	and	CCONJ
american_scientific_journal-4734	246	10	pattern	pattern	NOUN
american_scientific_journal-4734	246	11	recognition	recognition	NOUN
american_scientific_journal-4734	246	12	,	,	PUNCT
american_scientific_journal-4734	246	13	boston	boston	PROPN
american_scientific_journal-4734	246	14	,	,	PUNCT
american_scientific_journal-4734	246	15	ma	ma	PROPN
american_scientific_journal-4734	246	16	,	,	PUNCT
american_scientific_journal-4734	246	17	2015	2015	NUM
american_scientific_journal-4734	246	18	:	:	PUNCT
american_scientific_journal-4734	246	19	3431	3431	NUM
american_scientific_journal-4734	246	20	-	-	SYM
american_scientific_journal-4734	246	21	3440	3440	NUM
american_scientific_journal-4734	246	22	.	.	PUNCT
american_scientific_journal-4734	247	1	[	[	X
american_scientific_journal-4734	247	2	7	7	X
american_scientific_journal-4734	247	3	]	]	PUNCT
american_scientific_journal-4734	247	4	he	he	PRON
american_scientific_journal-4734	247	5	k	k	PROPN
american_scientific_journal-4734	247	6	,	,	PUNCT
american_scientific_journal-4734	247	7	x	x	PROPN
american_scientific_journal-4734	247	8	zhang	zhang	PROPN
american_scientific_journal-4734	247	9	,	,	PUNCT
american_scientific_journal-4734	247	10	s	s	PROPN
american_scientific_journal-4734	247	11	ren	ren	PROPN
american_scientific_journal-4734	247	12	,	,	PUNCT
american_scientific_journal-4734	247	13	et	et	PROPN
american_scientific_journal-4734	247	14	al	al	PROPN
american_scientific_journal-4734	247	15	.	.	PUNCT
american_scientific_journal-4734	248	1	deep	deep	ADJ
american_scientific_journal-4734	248	2	residual	residual	ADJ
american_scientific_journal-4734	248	3	learning	learning	NOUN
american_scientific_journal-4734	248	4	for	for	ADP
american_scientific_journal-4734	248	5	image	image	NOUN
american_scientific_journal-4734	248	6	recognition[c	recognition[c	PROPN
american_scientific_journal-4734	248	7	]	]	PUNCT
american_scientific_journal-4734	248	8	.	.	PUNCT
american_scientific_journal-4734	249	1	ieee	ieee	PROPN
american_scientific_journal-4734	249	2	conference	conference	PROPN
american_scientific_journal-4734	249	3	on	on	ADP
american_scientific_journal-4734	249	4	computer	computer	NOUN
american_scientific_journal-4734	249	5	vision	vision	NOUN
american_scientific_journal-4734	249	6	and	and	CCONJ
american_scientific_journal-4734	249	7	pattern	pattern	NOUN
american_scientific_journal-4734	249	8	recognition	recognition	NOUN
american_scientific_journal-4734	249	9	,	,	PUNCT
american_scientific_journal-4734	249	10	las	las	PROPN
american_scientific_journal-4734	249	11	vegas	vegas	PROPN
american_scientific_journal-4734	249	12	,	,	PUNCT
american_scientific_journal-4734	249	13	usa	usa	PROPN
american_scientific_journal-4734	249	14	,	,	PUNCT
american_scientific_journal-4734	249	15	2016	2016	NUM
american_scientific_journal-4734	249	16	.	.	PUNCT
american_scientific_journal-4734	250	1	[	[	X
american_scientific_journal-4734	250	2	8	8	NUM
american_scientific_journal-4734	250	3	]	]	X
american_scientific_journal-4734	250	4	masci	masci	PROPN
american_scientific_journal-4734	250	5	j	j	PROPN
american_scientific_journal-4734	250	6	,	,	PUNCT
american_scientific_journal-4734	250	7	meier	meier	PROPN
american_scientific_journal-4734	250	8	u	u	PROPN
american_scientific_journal-4734	250	9	,	,	PUNCT
american_scientific_journal-4734	250	10	cireşan	cireşan	PROPN
american_scientific_journal-4734	250	11	d	d	NOUN
american_scientific_journal-4734	250	12	,	,	PUNCT
american_scientific_journal-4734	250	13	et	et	PROPN
american_scientific_journal-4734	250	14	al	al	PROPN
american_scientific_journal-4734	250	15	.	.	PROPN
american_scientific_journal-4734	250	16	stacked	stack	VERB
american_scientific_journal-4734	250	17	convolutional	convolutional	ADJ
american_scientific_journal-4734	250	18	auto	auto	NOUN
american_scientific_journal-4734	250	19	-	-	PUNCT
american_scientific_journal-4734	250	20	encoders	encoder	NOUN
american_scientific_journal-4734	250	21	for	for	ADP
american_scientific_journal-4734	250	22	hierarchical	hierarchical	ADJ
american_scientific_journal-4734	250	23	feature	feature	NOUN
american_scientific_journal-4734	250	24	extraction[m]//artificial	extraction[m]//artificial	ADJ
american_scientific_journal-4734	250	25	neural	neural	ADJ
american_scientific_journal-4734	250	26	networks	network	NOUN
american_scientific_journal-4734	250	27	and	and	CCONJ
american_scientific_journal-4734	250	28	machine	machine	NOUN
american_scientific_journal-4734	250	29	learning	learning	NOUN
american_scientific_journal-4734	250	30	–	–	PUNCT
american_scientific_journal-4734	250	31	icann	icann	PROPN
american_scientific_journal-4734	250	32	2011.springer	2011.springer	PROPN
american_scientific_journal-4734	250	33	berlin	berlin	PROPN
american_scientific_journal-4734	250	34	heidelberg	heidelberg	PROPN
american_scientific_journal-4734	250	35	,	,	PUNCT
american_scientific_journal-4734	250	36	2011	2011	NUM
american_scientific_journal-4734	250	37	:	:	PUNCT
american_scientific_journal-4734	250	38	52	52	NUM
american_scientific_journal-4734	250	39	-	-	SYM
american_scientific_journal-4734	250	40	59	59	NUM
american_scientific_journal-4734	250	41	.	.	PUNCT
american_scientific_journal-4734	251	1	american	american	PROPN
american_scientific_journal-4734	251	2	scientific	scientific	ADJ
american_scientific_journal-4734	251	3	research	research	PROPN
american_scientific_journal-4734	251	4	journal	journal	NOUN
american_scientific_journal-4734	251	5	for	for	ADP
american_scientific_journal-4734	251	6	engineering	engineering	NOUN
american_scientific_journal-4734	251	7	,	,	PUNCT
american_scientific_journal-4734	251	8	technology	technology	NOUN
american_scientific_journal-4734	251	9	,	,	PUNCT
american_scientific_journal-4734	251	10	and	and	CCONJ
american_scientific_journal-4734	251	11	sciences	science	NOUN
american_scientific_journal-4734	251	12	(	(	PUNCT
american_scientific_journal-4734	251	13	asrjets	asrjet	NOUN
american_scientific_journal-4734	251	14	)	)	PUNCT
american_scientific_journal-4734	251	15	(	(	PUNCT
american_scientific_journal-4734	251	16	2019	2019	NUM
american_scientific_journal-4734	251	17	)	)	PUNCT
american_scientific_journal-4734	251	18	volume	volume	NOUN
american_scientific_journal-4734	251	19	53	53	NUM
american_scientific_journal-4734	251	20	,	,	PUNCT
american_scientific_journal-4734	251	21	no	no	DET
american_scientific_journal-4734	251	22	1	1	NUM
american_scientific_journal-4734	251	23	,	,	PUNCT
american_scientific_journal-4734	251	24	pp	pp	ADV
american_scientific_journal-4734	251	25	128	128	NUM
american_scientific_journal-4734	251	26	-	-	SYM
american_scientific_journal-4734	251	27	144	144	NUM
american_scientific_journal-4734	251	28	144	144	NUM
american_scientific_journal-4734	252	1	[	[	X
american_scientific_journal-4734	252	2	9	9	NUM
american_scientific_journal-4734	252	3	]	]	SYM
american_scientific_journal-4734	252	4	simonyan	simonyan	ADJ
american_scientific_journal-4734	252	5	k	k	NOUN
american_scientific_journal-4734	252	6	,	,	PUNCT
american_scientific_journal-4734	252	7	zisserman	zisserman	NOUN
american_scientific_journal-4734	252	8	a.	a.	NOUN
american_scientific_journal-4734	252	9	very	very	ADV
american_scientific_journal-4734	252	10	deep	deep	ADJ
american_scientific_journal-4734	252	11	convolutional	convolutional	ADJ
american_scientific_journal-4734	252	12	networks	network	NOUN
american_scientific_journal-4734	252	13	for	for	ADP
american_scientific_journal-4734	252	14	large	large	ADJ
american_scientific_journal-4734	252	15	-	-	PUNCT
american_scientific_journal-4734	252	16	scale	scale	NOUN
american_scientific_journal-4734	252	17	image	image	NOUN
american_scientific_journal-4734	252	18	recognition[c	recognition[c	NOUN
american_scientific_journal-4734	252	19	]	]	PUNCT
american_scientific_journal-4734	252	20	.	.	PUNCT
american_scientific_journal-4734	253	1	conference	conference	NOUN
american_scientific_journal-4734	253	2	on	on	ADP
american_scientific_journal-4734	253	3	computer	computer	NOUN
american_scientific_journal-4734	253	4	vision	vision	NOUN
american_scientific_journal-4734	253	5	and	and	CCONJ
american_scientific_journal-4734	253	6	pattern	pattern	NOUN
american_scientific_journal-4734	253	7	recognition	recognition	NOUN
american_scientific_journal-4734	253	8	,	,	PUNCT
american_scientific_journal-4734	253	9	columbus	columbus	PROPN
american_scientific_journal-4734	253	10	,	,	PUNCT
american_scientific_journal-4734	253	11	oh	oh	INTJ
american_scientific_journal-4734	253	12	,	,	PUNCT
american_scientific_journal-4734	253	13	2014	2014	NUM
american_scientific_journal-4734	253	14	:	:	PUNCT
american_scientific_journal-4734	253	15	1	1	NUM
american_scientific_journal-4734	253	16	-	-	SYM
american_scientific_journal-4734	253	17	14	14	NUM
american_scientific_journal-4734	253	18	.	.	PUNCT
american_scientific_journal-4734	254	1	[	[	X
american_scientific_journal-4734	254	2	10	10	NUM
american_scientific_journal-4734	254	3	]	]	PUNCT
american_scientific_journal-4734	254	4	boureau	boureau	PROPN
american_scientific_journal-4734	254	5	y	y	PROPN
american_scientific_journal-4734	254	6	,	,	PUNCT
american_scientific_journal-4734	254	7	ponce	ponce	PROPN
american_scientific_journal-4734	254	8	j	j	PROPN
american_scientific_journal-4734	254	9	,	,	PUNCT
american_scientific_journal-4734	254	10	lecun	lecun	PROPN
american_scientific_journal-4734	254	11	y	y	PROPN
american_scientific_journal-4734	254	12	,	,	PUNCT
american_scientific_journal-4734	254	13	et	et	PROPN
american_scientific_journal-4734	254	14	al	al	PROPN
american_scientific_journal-4734	254	15	.	.	PUNCT
american_scientific_journal-4734	255	1	a	a	DET
american_scientific_journal-4734	255	2	theoretical	theoretical	ADJ
american_scientific_journal-4734	255	3	analysis	analysis	NOUN
american_scientific_journal-4734	255	4	of	of	ADP
american_scientific_journal-4734	255	5	feature	feature	NOUN
american_scientific_journal-4734	255	6	pooling	pool	VERB
american_scientific_journal-4734	255	7	in	in	ADP
american_scientific_journal-4734	255	8	visual	visual	ADJ
american_scientific_journal-4734	255	9	recognition[c	recognition[c	PROPN
american_scientific_journal-4734	255	10	]	]	PUNCT
american_scientific_journal-4734	255	11	.	.	PUNCT
american_scientific_journal-4734	256	1	international	international	ADJ
american_scientific_journal-4734	256	2	conference	conference	NOUN
american_scientific_journal-4734	256	3	on	on	ADP
american_scientific_journal-4734	256	4	machine	machine	NOUN
american_scientific_journal-4734	256	5	learning	learning	PROPN
american_scientific_journal-4734	256	6	,	,	PUNCT
american_scientific_journal-4734	256	7	haifa	haifa	PROPN
american_scientific_journal-4734	256	8	,	,	PUNCT
american_scientific_journal-4734	256	9	israel	israel	PROPN
american_scientific_journal-4734	256	10	,	,	PUNCT
american_scientific_journal-4734	256	11	2010	2010	NUM
american_scientific_journal-4734	256	12	:	:	PUNCT
american_scientific_journal-4734	256	13	111	111	NUM
american_scientific_journal-4734	256	14	-	-	SYM
american_scientific_journal-4734	256	15	118	118	NUM
american_scientific_journal-4734	256	16	.	.	PUNCT
american_scientific_journal-4734	257	1	[	[	X
american_scientific_journal-4734	257	2	11	11	NUM
american_scientific_journal-4734	257	3	]	]	PUNCT
american_scientific_journal-4734	257	4	nair	nair	PROPN
american_scientific_journal-4734	257	5	v	v	PROPN
american_scientific_journal-4734	257	6	,	,	PUNCT
american_scientific_journal-4734	257	7	hinton	hinton	PROPN
american_scientific_journal-4734	257	8	g	g	PROPN
american_scientific_journal-4734	257	9	e.	e.	PROPN
american_scientific_journal-4734	257	10	rectified	rectify	VERB
american_scientific_journal-4734	257	11	linear	linear	PROPN
american_scientific_journal-4734	257	12	units	unit	NOUN
american_scientific_journal-4734	257	13	improve	improve	VERB
american_scientific_journal-4734	257	14	restricted	restrict	VERB
american_scientific_journal-4734	257	15	boltzmann	boltzmann	PROPN
american_scientific_journal-4734	257	16	machines[c	machines[c	PROPN
american_scientific_journal-4734	257	17	]	]	PROPN
american_scientific_journal-4734	257	18	.	.	PUNCT
american_scientific_journal-4734	258	1	international	international	ADJ
american_scientific_journal-4734	258	2	conference	conference	NOUN
american_scientific_journal-4734	258	3	on	on	ADP
american_scientific_journal-4734	258	4	machine	machine	NOUN
american_scientific_journal-4734	258	5	learning	learning	PROPN
american_scientific_journal-4734	258	6	,	,	PUNCT
american_scientific_journal-4734	258	7	haifa	haifa	PROPN
american_scientific_journal-4734	258	8	,	,	PUNCT
american_scientific_journal-4734	258	9	israel	israel	PROPN
american_scientific_journal-4734	258	10	,	,	PUNCT
american_scientific_journal-4734	258	11	2010	2010	NUM
american_scientific_journal-4734	258	12	:	:	PUNCT
american_scientific_journal-4734	258	13	807	807	NUM
american_scientific_journal-4734	258	14	-	-	SYM
american_scientific_journal-4734	258	15	814	814	NUM
american_scientific_journal-4734	258	16	.	.	NOUN
american_scientific_journal-4734	259	1	1	1	NUM
american_scientific_journal-4734	259	2	.	.	X
american_scientific_journal-4734	259	3	introduction	introduction	NOUN
american_scientific_journal-4734	259	4	2	2	NUM
american_scientific_journal-4734	259	5	.	.	PUNCT
american_scientific_journal-4734	260	1	methods	method	NOUN
american_scientific_journal-4734	260	2	2.1	2.1	NUM
american_scientific_journal-4734	260	3	defect	defect	NOUN
american_scientific_journal-4734	260	4	detection	detection	NOUN
american_scientific_journal-4734	260	5	system	system	NOUN
american_scientific_journal-4734	260	6	design	design	VERB
american_scientific_journal-4734	260	7	2.2	2.2	NUM
american_scientific_journal-4734	260	8	visual	visual	ADJ
american_scientific_journal-4734	260	9	system	system	NOUN
american_scientific_journal-4734	260	10	calibration	calibration	NOUN
american_scientific_journal-4734	260	11	2.2.1	2.2.1	NUM
american_scientific_journal-4734	260	12	camera	camera	NOUN
american_scientific_journal-4734	260	13	perspective	perspective	NOUN
american_scientific_journal-4734	260	14	projection	projection	NOUN
american_scientific_journal-4734	260	15	model	model	NOUN
american_scientific_journal-4734	260	16	2.2.2	2.2.2	NUM
american_scientific_journal-4734	260	17	distortion	distortion	NOUN
american_scientific_journal-4734	260	18	model	model	NOUN
american_scientific_journal-4734	260	19	2.3	2.3	NUM
american_scientific_journal-4734	260	20	network	network	NOUN
american_scientific_journal-4734	260	21	design	design	NOUN
american_scientific_journal-4734	260	22	3	3	NUM
american_scientific_journal-4734	260	23	.	.	PUNCT
american_scientific_journal-4734	260	24	experiment	experiment	NOUN
american_scientific_journal-4734	260	25	and	and	CCONJ
american_scientific_journal-4734	260	26	results	result	VERB
american_scientific_journal-4734	260	27	analysis	analysis	NOUN
american_scientific_journal-4734	260	28	3.1	3.1	NUM
american_scientific_journal-4734	260	29	the	the	DET
american_scientific_journal-4734	260	30	experiments	experiment	NOUN
american_scientific_journal-4734	260	31	of	of	ADP
american_scientific_journal-4734	260	32	visual	visual	ADJ
american_scientific_journal-4734	260	33	system	system	NOUN
american_scientific_journal-4734	260	34	calibration	calibration	NOUN
american_scientific_journal-4734	260	35	3.3	3.3	NUM
american_scientific_journal-4734	260	36	results	result	VERB
american_scientific_journal-4734	260	37	analysis	analysis	NOUN
american_scientific_journal-4734	260	38	4	4	NUM
american_scientific_journal-4734	260	39	.	.	PUNCT
american_scientific_journal-4734	261	1	conclusion	conclusion	NOUN
american_scientific_journal-4734	261	2	references	reference	NOUN