id	sid	tid	token	lemma	pos
fcis-1702	1	1	frontiers	frontier	NOUN
fcis-1702	1	2	in	in	ADP
fcis-1702	1	3	computing	computing	NOUN
fcis-1702	1	4	and	and	CCONJ
fcis-1702	1	5	intelligent	intelligent	ADJ
fcis-1702	1	6	systems	system	NOUN
fcis-1702	1	7	issn	issn	VERB
fcis-1702	1	8	:	:	PUNCT
fcis-1702	1	9	2832	2832	NUM
fcis-1702	1	10	-	-	SYM
fcis-1702	1	11	6024	6024	NUM
fcis-1702	1	12	|	|	NOUN
fcis-1702	1	13	vol	vol	NOUN
fcis-1702	1	14	.	.	PROPN
fcis-1702	2	1	1	1	NUM
fcis-1702	2	2	,	,	PUNCT
fcis-1702	2	3	no	no	INTJ
fcis-1702	2	4	.	.	NOUN
fcis-1702	2	5	2	2	NUM
fcis-1702	2	6	,	,	PUNCT
fcis-1702	2	7	2022	2022	NUM
fcis-1702	2	8	38	38	NUM
fcis-1702	2	9	cigarette	cigarette	NOUN
fcis-1702	2	10	box	box	PROPN
fcis-1702	2	11	code	code	NOUN
fcis-1702	2	12	recognition	recognition	NOUN
fcis-1702	2	13	based	base	VERB
fcis-1702	2	14	on	on	ADP
fcis-1702	2	15	machine	machine	NOUN
fcis-1702	2	16	vision	vision	PROPN
fcis-1702	2	17	qifan	qifan	PROPN
fcis-1702	2	18	wen	wen	PROPN
fcis-1702	2	19	,	,	PUNCT
fcis-1702	2	20	xiaofei	xiaofei	PROPN
fcis-1702	3	1	ji	ji	PROPN
fcis-1702	3	2	*	*	PUNCT
fcis-1702	3	3	school	school	PROPN
fcis-1702	3	4	of	of	ADP
fcis-1702	3	5	qingdao	qingdao	PROPN
fcis-1702	3	6	university	university	PROPN
fcis-1702	3	7	,	,	PUNCT
fcis-1702	3	8	shandong	shandong	PROPN
fcis-1702	3	9	266000	266000	NUM
fcis-1702	3	10	,	,	PUNCT
fcis-1702	3	11	china	china	PROPN
fcis-1702	3	12	.	.	PUNCT
fcis-1702	4	1	*	*	PUNCT
fcis-1702	4	2	corresponding	correspond	VERB
fcis-1702	4	3	author	author	NOUN
fcis-1702	4	4	:	:	PUNCT
fcis-1702	4	5	xiaofei	xiaofei	PROPN
fcis-1702	5	1	ji	ji	PROPN
fcis-1702	5	2	.	.	PROPN
fcis-1702	5	3	abstract	abstract	PROPN
fcis-1702	5	4	:	:	PUNCT
fcis-1702	5	5	this	this	DET
fcis-1702	5	6	paper	paper	NOUN
fcis-1702	5	7	addresses	address	VERB
fcis-1702	5	8	this	this	DET
fcis-1702	5	9	challenge	challenge	NOUN
fcis-1702	5	10	by	by	ADP
fcis-1702	5	11	using	use	VERB
fcis-1702	5	12	machine	machine	NOUN
fcis-1702	5	13	vision	vision	NOUN
fcis-1702	5	14	to	to	PART
fcis-1702	5	15	firstly	firstly	ADV
fcis-1702	5	16	collect	collect	VERB
fcis-1702	5	17	cigarette	cigarette	NOUN
fcis-1702	5	18	box	box	NOUN
fcis-1702	5	19	image	image	NOUN
fcis-1702	5	20	data	datum	NOUN
fcis-1702	5	21	and	and	CCONJ
fcis-1702	5	22	process	process	VERB
fcis-1702	5	23	the	the	DET
fcis-1702	5	24	images	image	NOUN
fcis-1702	5	25	with	with	ADP
fcis-1702	5	26	grayscale	grayscale	NOUN
fcis-1702	5	27	and	and	CCONJ
fcis-1702	5	28	binarization	binarization	NOUN
fcis-1702	5	29	,	,	PUNCT
fcis-1702	5	30	and	and	CCONJ
fcis-1702	5	31	then	then	ADV
fcis-1702	5	32	extract	extract	VERB
fcis-1702	5	33	the	the	DET
fcis-1702	5	34	characters	character	NOUN
fcis-1702	5	35	to	to	PART
fcis-1702	5	36	be	be	AUX
fcis-1702	5	37	trained	train	VERB
fcis-1702	5	38	by	by	ADP
fcis-1702	5	39	extracting	extract	VERB
fcis-1702	5	40	the	the	DET
fcis-1702	5	41	region	region	NOUN
fcis-1702	5	42	of	of	ADP
fcis-1702	5	43	interest	interest	NOUN
fcis-1702	5	44	and	and	CCONJ
fcis-1702	5	45	doing	do	VERB
fcis-1702	5	46	threshold	threshold	NOUN
fcis-1702	5	47	segmentation	segmentation	NOUN
fcis-1702	5	48	in	in	ADP
fcis-1702	5	49	turn	turn	NOUN
fcis-1702	5	50	.	.	PUNCT
fcis-1702	6	1	the	the	DET
fcis-1702	6	2	svm	svm	PROPN
fcis-1702	6	3	classifier	classifier	NOUN
fcis-1702	6	4	was	be	AUX
fcis-1702	6	5	used	use	VERB
fcis-1702	6	6	to	to	PART
fcis-1702	6	7	train	train	VERB
fcis-1702	6	8	the	the	DET
fcis-1702	6	9	extracted	extract	VERB
fcis-1702	6	10	characters	character	NOUN
fcis-1702	6	11	,	,	PUNCT
fcis-1702	6	12	and	and	CCONJ
fcis-1702	6	13	finally	finally	ADV
fcis-1702	6	14	the	the	DET
fcis-1702	6	15	characters	character	NOUN
fcis-1702	6	16	were	be	AUX
fcis-1702	6	17	recognized	recognize	VERB
fcis-1702	6	18	in	in	ADP
fcis-1702	6	19	turn	turn	NOUN
fcis-1702	6	20	,	,	PUNCT
fcis-1702	6	21	and	and	CCONJ
fcis-1702	6	22	the	the	DET
fcis-1702	6	23	recognition	recognition	NOUN
fcis-1702	6	24	effects	effect	NOUN
fcis-1702	6	25	of	of	ADP
fcis-1702	6	26	different	different	ADJ
fcis-1702	6	27	classifiers	classifier	NOUN
fcis-1702	6	28	were	be	AUX
fcis-1702	6	29	compared	compare	VERB
fcis-1702	6	30	and	and	CCONJ
fcis-1702	6	31	analyzed	analyze	VERB
fcis-1702	6	32	,	,	PUNCT
fcis-1702	6	33	and	and	CCONJ
fcis-1702	6	34	it	it	PRON
fcis-1702	6	35	was	be	AUX
fcis-1702	6	36	concluded	conclude	VERB
fcis-1702	6	37	that	that	SCONJ
fcis-1702	6	38	the	the	DET
fcis-1702	6	39	svm	svm	PROPN
fcis-1702	6	40	classifier	classifier	NOUN
fcis-1702	6	41	has	have	VERB
fcis-1702	6	42	the	the	DET
fcis-1702	6	43	best	good	ADJ
fcis-1702	6	44	effect	effect	NOUN
fcis-1702	6	45	and	and	CCONJ
fcis-1702	6	46	is	be	AUX
fcis-1702	6	47	suitable	suitable	ADJ
fcis-1702	6	48	for	for	ADP
fcis-1702	6	49	enterprise	enterprise	NOUN
fcis-1702	6	50	production	production	NOUN
fcis-1702	6	51	.	.	PUNCT
fcis-1702	7	1	keywords	keyword	NOUN
fcis-1702	7	2	:	:	PUNCT
fcis-1702	7	3	machine	machine	NOUN
fcis-1702	7	4	vision	vision	NOUN
fcis-1702	7	5	;	;	PUNCT
fcis-1702	7	6	machine	machine	NOUN
fcis-1702	7	7	learning	learning	NOUN
fcis-1702	7	8	;	;	PUNCT
fcis-1702	7	9	ocr	ocr	NOUN
fcis-1702	7	10	;	;	PUNCT
fcis-1702	7	11	image	image	NOUN
fcis-1702	7	12	processing	processing	NOUN
fcis-1702	7	13	.	.	PUNCT
fcis-1702	8	1	1	1	X
fcis-1702	8	2	.	.	X
fcis-1702	8	3	introduction	introduction	NOUN
fcis-1702	8	4	with	with	ADP
fcis-1702	8	5	the	the	DET
fcis-1702	8	6	rapid	rapid	ADJ
fcis-1702	8	7	development	development	NOUN
fcis-1702	8	8	of	of	ADP
fcis-1702	8	9	china	china	PROPN
fcis-1702	8	10	's	's	PART
fcis-1702	8	11	economy	economy	NOUN
fcis-1702	8	12	,	,	PUNCT
fcis-1702	8	13	the	the	DET
fcis-1702	8	14	pace	pace	NOUN
fcis-1702	8	15	of	of	ADP
fcis-1702	8	16	iteration	iteration	NOUN
fcis-1702	8	17	and	and	CCONJ
fcis-1702	8	18	upgrading	upgrading	NOUN
fcis-1702	8	19	of	of	ADP
fcis-1702	8	20	the	the	DET
fcis-1702	8	21	tobacco	tobacco	NOUN
fcis-1702	8	22	industry	industry	NOUN
fcis-1702	8	23	is	be	AUX
fcis-1702	8	24	also	also	ADV
fcis-1702	8	25	accelerating	accelerate	VERB
fcis-1702	8	26	.	.	PUNCT
fcis-1702	9	1	in	in	ADP
fcis-1702	9	2	order	order	NOUN
fcis-1702	9	3	to	to	PART
fcis-1702	9	4	achieve	achieve	VERB
fcis-1702	9	5	long	long	ADJ
fcis-1702	9	6	-	-	PUNCT
fcis-1702	9	7	term	term	NOUN
fcis-1702	9	8	,	,	PUNCT
fcis-1702	9	9	stable	stable	ADJ
fcis-1702	9	10	and	and	CCONJ
fcis-1702	9	11	healthy	healthy	ADJ
fcis-1702	9	12	development	development	NOUN
fcis-1702	9	13	of	of	ADP
fcis-1702	9	14	enterprises	enterprise	NOUN
fcis-1702	9	15	,	,	PUNCT
fcis-1702	9	16	on	on	ADP
fcis-1702	9	17	the	the	DET
fcis-1702	9	18	inspection	inspection	NOUN
fcis-1702	9	19	line	line	NOUN
fcis-1702	9	20	of	of	ADP
fcis-1702	9	21	the	the	DET
fcis-1702	9	22	incoming	incoming	ADJ
fcis-1702	9	23	tobacco	tobacco	NOUN
fcis-1702	9	24	carton	carton	NOUN
fcis-1702	9	25	,	,	PUNCT
fcis-1702	9	26	in	in	ADP
fcis-1702	9	27	the	the	DET
fcis-1702	9	28	past	past	NOUN
fcis-1702	9	29	,	,	PUNCT
fcis-1702	9	30	the	the	DET
fcis-1702	9	31	domestic	domestic	ADJ
fcis-1702	9	32	production	production	NOUN
fcis-1702	9	33	line	line	NOUN
fcis-1702	9	34	generally	generally	ADV
fcis-1702	9	35	adopted	adopt	VERB
fcis-1702	9	36	the	the	DET
fcis-1702	9	37	manual	manual	ADJ
fcis-1702	9	38	inspection	inspection	NOUN
fcis-1702	9	39	method	method	NOUN
fcis-1702	9	40	,	,	PUNCT
fcis-1702	9	41	relying	rely	VERB
fcis-1702	9	42	on	on	ADP
fcis-1702	9	43	the	the	DET
fcis-1702	9	44	human	human	ADJ
fcis-1702	9	45	eye	eye	NOUN
fcis-1702	9	46	to	to	PART
fcis-1702	9	47	check	check	VERB
fcis-1702	9	48	the	the	DET
fcis-1702	9	49	information	information	NOUN
fcis-1702	9	50	of	of	ADP
fcis-1702	9	51	the	the	DET
fcis-1702	9	52	carton	carton	NOUN
fcis-1702	9	53	markings	marking	NOUN
fcis-1702	9	54	.	.	PUNCT
fcis-1702	10	1	the	the	DET
fcis-1702	10	2	results	result	NOUN
fcis-1702	10	3	show	show	VERB
fcis-1702	10	4	that	that	SCONJ
fcis-1702	10	5	the	the	DET
fcis-1702	10	6	correct	correct	ADJ
fcis-1702	10	7	rate	rate	NOUN
fcis-1702	10	8	of	of	ADP
fcis-1702	10	9	identifying	identify	VERB
fcis-1702	10	10	the	the	DET
fcis-1702	10	11	incoming	incoming	ADJ
fcis-1702	10	12	information	information	NOUN
fcis-1702	10	13	of	of	ADP
fcis-1702	10	14	cigarette	cigarette	NOUN
fcis-1702	10	15	boxes	box	NOUN
fcis-1702	10	16	is	be	AUX
fcis-1702	10	17	greatly	greatly	ADV
fcis-1702	10	18	affected	affect	VERB
fcis-1702	10	19	by	by	ADP
fcis-1702	10	20	human	human	ADJ
fcis-1702	10	21	factors	factor	NOUN
fcis-1702	10	22	,	,	PUNCT
fcis-1702	10	23	and	and	CCONJ
fcis-1702	10	24	it	it	PRON
fcis-1702	10	25	is	be	AUX
fcis-1702	10	26	difficult	difficult	ADJ
fcis-1702	10	27	to	to	PART
fcis-1702	10	28	achieve	achieve	VERB
fcis-1702	10	29	the	the	DET
fcis-1702	10	30	complete	complete	ADJ
fcis-1702	10	31	incoming	incoming	ADJ
fcis-1702	10	32	and	and	CCONJ
fcis-1702	10	33	backup	backup	NOUN
fcis-1702	10	34	of	of	ADP
fcis-1702	10	35	cigarette	cigarette	NOUN
fcis-1702	10	36	boxes	box	NOUN
fcis-1702	10	37	stably	stably	ADV
fcis-1702	10	38	,	,	PUNCT
fcis-1702	10	39	which	which	PRON
fcis-1702	10	40	also	also	ADV
fcis-1702	10	41	has	have	VERB
fcis-1702	10	42	a	a	DET
fcis-1702	10	43	certain	certain	ADJ
fcis-1702	10	44	impact	impact	NOUN
fcis-1702	10	45	on	on	ADP
fcis-1702	10	46	the	the	DET
fcis-1702	10	47	production	production	NOUN
fcis-1702	10	48	efficiency	efficiency	NOUN
fcis-1702	10	49	of	of	ADP
fcis-1702	10	50	enterprises	enterprise	NOUN
fcis-1702	10	51	.	.	PUNCT
fcis-1702	11	1	the	the	DET
fcis-1702	11	2	traditional	traditional	ADJ
fcis-1702	11	3	manual	manual	ADJ
fcis-1702	11	4	verification	verification	NOUN
fcis-1702	11	5	of	of	ADP
fcis-1702	11	6	cigarette	cigarette	PROPN
fcis-1702	11	7	box	box	NOUN
fcis-1702	11	8	information	information	NOUN
fcis-1702	11	9	in	in	ADP
fcis-1702	11	10	high	high	ADJ
fcis-1702	11	11	-	-	PUNCT
fcis-1702	11	12	speed	speed	NOUN
fcis-1702	11	13	production	production	NOUN
fcis-1702	11	14	is	be	AUX
fcis-1702	11	15	both	both	CCONJ
fcis-1702	11	16	laborintensive	laborintensive	ADJ
fcis-1702	11	17	and	and	CCONJ
fcis-1702	11	18	has	have	VERB
fcis-1702	11	19	a	a	DET
fcis-1702	11	20	high	high	ADJ
fcis-1702	11	21	mis	mis	NOUN
fcis-1702	11	22	-	-	PUNCT
fcis-1702	11	23	checking	checking	ADJ
fcis-1702	11	24	rate	rate	NOUN
fcis-1702	11	25	,	,	PUNCT
fcis-1702	11	26	which	which	PRON
fcis-1702	11	27	is	be	AUX
fcis-1702	11	28	far	far	ADV
fcis-1702	11	29	from	from	ADP
fcis-1702	11	30	meeting	meet	VERB
fcis-1702	11	31	the	the	DET
fcis-1702	11	32	needs	need	NOUN
fcis-1702	11	33	of	of	ADP
fcis-1702	11	34	refined	refined	ADJ
fcis-1702	11	35	production	production	NOUN
fcis-1702	11	36	.	.	PUNCT
fcis-1702	12	1	this	this	DET
fcis-1702	12	2	paper	paper	NOUN
fcis-1702	12	3	constructs	construct	VERB
fcis-1702	12	4	an	an	DET
fcis-1702	12	5	ocr[1	ocr[1	PROPN
fcis-1702	12	6	]	]	X
fcis-1702	12	7	cigarette	cigarette	PROPN
fcis-1702	12	8	box	box	PROPN
fcis-1702	12	9	code	code	PROPN
fcis-1702	12	10	recognition	recognition	NOUN
fcis-1702	12	11	system	system	NOUN
fcis-1702	12	12	based	base	VERB
fcis-1702	12	13	on	on	ADP
fcis-1702	12	14	machine	machine	NOUN
fcis-1702	12	15	vision	vision	NOUN
fcis-1702	12	16	,	,	PUNCT
fcis-1702	12	17	which	which	PRON
fcis-1702	12	18	can	can	AUX
fcis-1702	12	19	effectively	effectively	ADV
fcis-1702	12	20	solve	solve	VERB
fcis-1702	12	21	the	the	DET
fcis-1702	12	22	problems	problem	NOUN
fcis-1702	12	23	of	of	ADP
fcis-1702	12	24	low	low	ADJ
fcis-1702	12	25	efficiency	efficiency	NOUN
fcis-1702	12	26	and	and	CCONJ
fcis-1702	12	27	high	high	ADJ
fcis-1702	12	28	error	error	NOUN
fcis-1702	12	29	of	of	ADP
fcis-1702	12	30	manual	manual	ADJ
fcis-1702	12	31	verification	verification	NOUN
fcis-1702	12	32	of	of	ADP
fcis-1702	12	33	cigarette	cigarette	PROPN
fcis-1702	12	34	box	box	NOUN
fcis-1702	12	35	information	information	NOUN
fcis-1702	12	36	.	.	PUNCT
fcis-1702	13	1	2	2	X
fcis-1702	13	2	.	.	X
fcis-1702	13	3	technical	technical	ADJ
fcis-1702	13	4	approach	approach	NOUN
fcis-1702	13	5	2.1	2.1	NUM
fcis-1702	13	6	.	.	PUNCT
fcis-1702	14	1	image	image	NOUN
fcis-1702	14	2	pre	pre	ADJ
fcis-1702	14	3	-	-	ADJ
fcis-1702	14	4	processing	processing	ADJ
fcis-1702	14	5	.	.	PUNCT
fcis-1702	15	1	image	image	NOUN
fcis-1702	15	2	pre	pre	ADJ
fcis-1702	15	3	-	-	ADJ
fcis-1702	15	4	processing	processing	NOUN
fcis-1702	15	5	is	be	AUX
fcis-1702	15	6	the	the	DET
fcis-1702	15	7	grayscale[1	grayscale[1	NOUN
fcis-1702	15	8	]	]	NOUN
fcis-1702	15	9	,	,	PUNCT
fcis-1702	15	10	binarization	binarization	NOUN
fcis-1702	15	11	,	,	PUNCT
fcis-1702	15	12	expansion	expansion	NOUN
fcis-1702	15	13	erosion	erosion	NOUN
fcis-1702	15	14	and	and	CCONJ
fcis-1702	15	15	other	other	ADJ
fcis-1702	15	16	operations	operation	NOUN
fcis-1702	15	17	on	on	ADP
fcis-1702	15	18	the	the	DET
fcis-1702	15	19	acquired	acquire	VERB
fcis-1702	15	20	image	image	NOUN
fcis-1702	15	21	,	,	PUNCT
fcis-1702	15	22	which	which	PRON
fcis-1702	15	23	is	be	AUX
fcis-1702	15	24	able	able	ADJ
fcis-1702	15	25	to	to	PART
fcis-1702	15	26	meet	meet	VERB
fcis-1702	15	27	the	the	DET
fcis-1702	15	28	requirements	requirement	NOUN
fcis-1702	15	29	of	of	ADP
fcis-1702	15	30	text	text	NOUN
fcis-1702	15	31	detection	detection	NOUN
fcis-1702	15	32	and	and	CCONJ
fcis-1702	15	33	recognition	recognition	NOUN
fcis-1702	15	34	,	,	PUNCT
fcis-1702	15	35	the	the	DET
fcis-1702	15	36	image	image	NOUN
fcis-1702	15	37	pre	pre	ADJ
fcis-1702	15	38	-	-	ADJ
fcis-1702	15	39	processing	processing	ADJ
fcis-1702	15	40	flow	flow	NOUN
fcis-1702	15	41	chart	chart	NOUN
fcis-1702	15	42	is	be	AUX
fcis-1702	15	43	shown	show	VERB
fcis-1702	15	44	in	in	ADP
fcis-1702	15	45	the	the	DET
fcis-1702	15	46	figure1	figure1	PROPN
fcis-1702	15	47	2.1.1	2.1.1	NUM
fcis-1702	15	48	.	.	PUNCT
fcis-1702	15	49	image	image	NOUN
fcis-1702	15	50	grayscale	grayscale	NOUN
fcis-1702	15	51	grayscale	grayscale	NOUN
fcis-1702	15	52	is	be	AUX
fcis-1702	15	53	the	the	DET
fcis-1702	15	54	process	process	NOUN
fcis-1702	15	55	of	of	ADP
fcis-1702	15	56	converting	convert	VERB
fcis-1702	15	57	a	a	DET
fcis-1702	15	58	color	color	NOUN
fcis-1702	15	59	image	image	NOUN
fcis-1702	15	60	into	into	ADP
fcis-1702	15	61	a	a	DET
fcis-1702	15	62	gray	gray	ADJ
fcis-1702	15	63	image	image	NOUN
fcis-1702	15	64	.	.	PUNCT
fcis-1702	16	1	in	in	ADP
fcis-1702	16	2	the	the	DET
fcis-1702	16	3	image	image	NOUN
fcis-1702	16	4	,	,	PUNCT
fcis-1702	16	5	each	each	DET
fcis-1702	16	6	pixel	pixel	NOUN
fcis-1702	16	7	point	point	NOUN
fcis-1702	16	8	is	be	AUX
fcis-1702	16	9	represented	represent	VERB
fcis-1702	16	10	by	by	ADP
fcis-1702	16	11	a	a	DET
fcis-1702	16	12	three	three	NUM
fcis-1702	16	13	-	-	PUNCT
fcis-1702	16	14	dimensional	dimensional	ADJ
fcis-1702	16	15	vector	vector	NOUN
fcis-1702	16	16	as	as	ADP
fcis-1702	16	17	(	(	PUNCT
fcis-1702	16	18	r	r	NOUN
fcis-1702	16	19	,	,	PUNCT
fcis-1702	16	20	g	g	NOUN
fcis-1702	16	21	,	,	PUNCT
fcis-1702	16	22	b	b	NOUN
fcis-1702	16	23	)	)	PUNCT
fcis-1702	16	24	,	,	PUNCT
fcis-1702	16	25	which	which	PRON
fcis-1702	16	26	ranges	range	VERB
fcis-1702	16	27	between	between	ADP
fcis-1702	16	28	[	[	X
fcis-1702	16	29	0,255	0,255	NUM
fcis-1702	16	30	]	]	X
fcis-1702	16	31	.	.	PUNCT
fcis-1702	17	1	and	and	CCONJ
fcis-1702	17	2	(	(	PUNCT
fcis-1702	17	3	r	r	NOUN
fcis-1702	17	4	,	,	PUNCT
fcis-1702	17	5	g	g	NOUN
fcis-1702	17	6	,	,	PUNCT
fcis-1702	17	7	b	b	NOUN
fcis-1702	17	8	)	)	PUNCT
fcis-1702	17	9	represents	represent	VERB
fcis-1702	17	10	the	the	DET
fcis-1702	17	11	three	three	NUM
fcis-1702	17	12	primary	primary	ADJ
fcis-1702	17	13	colors	color	NOUN
fcis-1702	17	14	in	in	ADP
fcis-1702	17	15	color	color	NOUN
fcis-1702	17	16	:	:	PUNCT
fcis-1702	17	17	red	red	ADJ
fcis-1702	17	18	,	,	PUNCT
fcis-1702	17	19	green	green	ADJ
fcis-1702	17	20	,	,	PUNCT
fcis-1702	17	21	and	and	CCONJ
fcis-1702	17	22	blue	blue	ADJ
fcis-1702	17	23	.	.	PUNCT
fcis-1702	18	1	because	because	SCONJ
fcis-1702	18	2	each	each	DET
fcis-1702	18	3	pixel	pixel	NOUN
fcis-1702	18	4	point	point	NOUN
fcis-1702	18	5	corresponds	correspond	VERB
fcis-1702	18	6	to	to	ADP
fcis-1702	18	7	each	each	DET
fcis-1702	18	8	vector	vector	NOUN
fcis-1702	18	9	value	value	NOUN
fcis-1702	18	10	of	of	ADP
fcis-1702	18	11	256	256	NUM
fcis-1702	18	12	kinds	kind	NOUN
fcis-1702	18	13	,	,	PUNCT
fcis-1702	18	14	the	the	DET
fcis-1702	18	15	value	value	NOUN
fcis-1702	18	16	of	of	ADP
fcis-1702	18	17	each	each	DET
fcis-1702	18	18	pixel	pixel	NOUN
fcis-1702	18	19	point	point	NOUN
fcis-1702	18	20	is	be	AUX
fcis-1702	18	21	taken	take	VERB
fcis-1702	18	22	as	as	ADP
fcis-1702	18	23	three	three	NUM
fcis-1702	18	24	times	time	NOUN
fcis-1702	18	25	of	of	ADP
fcis-1702	18	26	256	256	NUM
fcis-1702	18	27	.	.	PUNCT
fcis-1702	19	1	the	the	DET
fcis-1702	19	2	grayscale	grayscale	NOUN
fcis-1702	19	3	map	map	NOUN
fcis-1702	19	4	responds	respond	VERB
fcis-1702	19	5	to	to	ADP
fcis-1702	19	6	the	the	DET
fcis-1702	19	7	change	change	NOUN
fcis-1702	19	8	of	of	ADP
fcis-1702	19	9	brightness	brightness	NOUN
fcis-1702	19	10	of	of	ADP
fcis-1702	19	11	the	the	DET
fcis-1702	19	12	image	image	NOUN
fcis-1702	19	13	,	,	PUNCT
fcis-1702	19	14	and	and	CCONJ
fcis-1702	19	15	since	since	SCONJ
fcis-1702	19	16	in	in	ADP
fcis-1702	19	17	the	the	DET
fcis-1702	19	18	grayscale	grayscale	NOUN
fcis-1702	19	19	image	image	NOUN
fcis-1702	19	20	,	,	PUNCT
fcis-1702	19	21	r	r	NOUN
fcis-1702	19	22	=	=	SYM
fcis-1702	19	23	g	g	NOUN
fcis-1702	19	24	=	=	SYM
fcis-1702	19	25	b	b	PROPN
fcis-1702	19	26	,	,	PUNCT
fcis-1702	19	27	the	the	DET
fcis-1702	19	28	value	value	NOUN
fcis-1702	19	29	interval	interval	NOUN
fcis-1702	19	30	of	of	ADP
fcis-1702	19	31	the	the	DET
fcis-1702	19	32	grayscale	grayscale	NOUN
fcis-1702	19	33	map	map	NOUN
fcis-1702	19	34	is	be	AUX
fcis-1702	19	35	[	[	X
fcis-1702	19	36	0,255	0,255	NUM
fcis-1702	19	37	]	]	X
fcis-1702	19	38	.	.	PUNCT
fcis-1702	20	1	the	the	DET
fcis-1702	20	2	grayscale	grayscale	NOUN
fcis-1702	20	3	method	method	NOUN
fcis-1702	20	4	used	use	VERB
fcis-1702	20	5	in	in	ADP
fcis-1702	20	6	this	this	DET
fcis-1702	20	7	paper	paper	NOUN
fcis-1702	20	8	is	be	AUX
fcis-1702	20	9	the	the	DET
fcis-1702	20	10	weighted	weighted	ADJ
fcis-1702	20	11	average	average	ADJ
fcis-1702	20	12	method	method	NOUN
fcis-1702	20	13	.	.	PUNCT
fcis-1702	21	1	it	it	PRON
fcis-1702	21	2	refers	refer	VERB
fcis-1702	21	3	to	to	ADP
fcis-1702	21	4	the	the	DET
fcis-1702	21	5	gray	gray	ADJ
fcis-1702	21	6	value	value	NOUN
fcis-1702	21	7	image	image	NOUN
fcis-1702	21	8	obtained	obtain	VERB
fcis-1702	21	9	by	by	ADP
fcis-1702	21	10	taking	take	VERB
fcis-1702	21	11	each	each	DET
fcis-1702	21	12	pixel	pixel	NOUN
fcis-1702	21	13	point	point	NOUN
fcis-1702	21	14	in	in	ADP
fcis-1702	21	15	the	the	DET
fcis-1702	21	16	color	color	NOUN
fcis-1702	21	17	image	image	NOUN
fcis-1702	21	18	and	and	CCONJ
fcis-1702	21	19	calculating	calculate	VERB
fcis-1702	21	20	it	it	PRON
fcis-1702	21	21	according	accord	VERB
fcis-1702	21	22	to	to	ADP
fcis-1702	21	23	the	the	DET
fcis-1702	21	24	linear	linear	ADJ
fcis-1702	21	25	variation	variation	NOUN
fcis-1702	21	26	of	of	ADP
fcis-1702	21	27	the	the	DET
fcis-1702	21	28	yuv	yuv	PROPN
fcis-1702	21	29	color	color	NOUN
fcis-1702	21	30	model	model	NOUN
fcis-1702	21	31	and	and	CCONJ
fcis-1702	21	32	the	the	DET
fcis-1702	21	33	rgb	rgb	PROPN
fcis-1702	21	34	color	color	NOUN
fcis-1702	21	35	space	space	NOUN
fcis-1702	21	36	.	.	PUNCT
fcis-1702	22	1	𝑓(𝑖	𝑓(𝑖	PROPN
fcis-1702	22	2	,	,	PUNCT
fcis-1702	22	3	𝑗	𝑗	NOUN
fcis-1702	22	4	)	)	PUNCT
fcis-1702	22	5	=	=	SYM
fcis-1702	23	1	0.299𝑟(𝑖	0.299𝑟(𝑖	NUM
fcis-1702	23	2	,	,	PUNCT
fcis-1702	23	3	𝑗	𝑗	NOUN
fcis-1702	23	4	)	)	PUNCT
fcis-1702	23	5	+	+	NOUN
fcis-1702	23	6	0.587𝑔(𝑖	0.587𝑔(𝑖	NOUN
fcis-1702	23	7	,	,	PUNCT
fcis-1702	23	8	𝑗	𝑗	NOUN
fcis-1702	23	9	)	)	PUNCT
fcis-1702	23	10	+	+	NUM
fcis-1702	23	11	0.144𝑏(𝑖	0.144𝑏(𝑖	NUM
fcis-1702	23	12	,	,	PUNCT
fcis-1702	23	13	𝑗	𝑗	NOUN
fcis-1702	23	14	)	)	PUNCT
fcis-1702	23	15	2.1.2	2.1.2	NUM
fcis-1702	23	16	.	.	PUNCT
fcis-1702	24	1	binarization	binarization	NOUN
fcis-1702	24	2	binarization	binarization	NOUN
fcis-1702	24	3	is	be	AUX
fcis-1702	24	4	the	the	DET
fcis-1702	24	5	conversion	conversion	NOUN
fcis-1702	24	6	of	of	ADP
fcis-1702	24	7	a	a	DET
fcis-1702	24	8	3	3	NUM
fcis-1702	24	9	-	-	PUNCT
fcis-1702	24	10	channel	channel	NOUN
fcis-1702	24	11	image	image	NOUN
fcis-1702	24	12	to	to	ADP
fcis-1702	24	13	a	a	DET
fcis-1702	24	14	1channel	1channel	NUM
fcis-1702	24	15	image	image	NOUN
fcis-1702	24	16	by	by	ADP
fcis-1702	24	17	targeting	target	VERB
fcis-1702	24	18	a	a	DET
fcis-1702	24	19	fixed	fix	VERB
fcis-1702	24	20	threshold	threshold	NOUN
fcis-1702	24	21	and	and	CCONJ
fcis-1702	24	22	setting	set	VERB
fcis-1702	24	23	the	the	DET
fcis-1702	24	24	gray	gray	ADJ
fcis-1702	24	25	value	value	NOUN
fcis-1702	24	26	of	of	ADP
fcis-1702	24	27	the	the	DET
fcis-1702	24	28	pixel	pixel	PROPN
fcis-1702	24	29	points	point	NOUN
fcis-1702	24	30	that	that	PRON
fcis-1702	24	31	pass	pass	VERB
fcis-1702	24	32	that	that	DET
fcis-1702	24	33	threshold	threshold	NOUN
fcis-1702	24	34	to	to	ADP
fcis-1702	24	35	0	0	NUM
fcis-1702	24	36	or	or	CCONJ
fcis-1702	24	37	255	255	NUM
fcis-1702	24	38	.	.	PUNCT
fcis-1702	25	1	the	the	DET
fcis-1702	25	2	binarization	binarization	NOUN
fcis-1702	25	3	operation	operation	NOUN
fcis-1702	25	4	can	can	AUX
fcis-1702	25	5	reduce	reduce	VERB
fcis-1702	25	6	the	the	DET
fcis-1702	25	7	information	information	NOUN
fcis-1702	25	8	not	not	PART
fcis-1702	25	9	related	relate	VERB
fcis-1702	25	10	to	to	ADP
fcis-1702	25	11	the	the	DET
fcis-1702	25	12	image	image	NOUN
fcis-1702	25	13	and	and	CCONJ
fcis-1702	25	14	greatly	greatly	ADV
fcis-1702	25	15	improve	improve	VERB
fcis-1702	25	16	the	the	DET
fcis-1702	25	17	processing	processing	NOUN
fcis-1702	25	18	speed	speed	NOUN
fcis-1702	25	19	of	of	ADP
fcis-1702	25	20	the	the	DET
fcis-1702	25	21	image	image	NOUN
fcis-1702	25	22	.	.	PUNCT
fcis-1702	26	1	2.2	2.2	NUM
fcis-1702	26	2	.	.	PUNCT
fcis-1702	26	3	target	target	NOUN
fcis-1702	26	4	area	area	NOUN
fcis-1702	26	5	segmentation	segmentation	NOUN
fcis-1702	26	6	in	in	ADP
fcis-1702	26	7	order	order	NOUN
fcis-1702	26	8	to	to	PART
fcis-1702	26	9	obtain	obtain	VERB
fcis-1702	26	10	the	the	DET
fcis-1702	26	11	text	text	NOUN
fcis-1702	26	12	information	information	NOUN
fcis-1702	26	13	to	to	PART
fcis-1702	26	14	be	be	AUX
fcis-1702	26	15	extracted	extract	VERB
fcis-1702	26	16	from	from	ADP
fcis-1702	26	17	the	the	DET
fcis-1702	26	18	image	image	NOUN
fcis-1702	26	19	,	,	PUNCT
fcis-1702	26	20	it	it	PRON
fcis-1702	26	21	is	be	AUX
fcis-1702	26	22	necessary	necessary	ADJ
fcis-1702	26	23	to	to	PART
fcis-1702	26	24	segment	segment	VERB
fcis-1702	26	25	the	the	DET
fcis-1702	26	26	text	text	NOUN
fcis-1702	26	27	part	part	NOUN
fcis-1702	26	28	and	and	CCONJ
fcis-1702	26	29	divide	divide	VERB
fcis-1702	26	30	the	the	DET
fcis-1702	26	31	image	image	NOUN
fcis-1702	26	32	into	into	ADP
fcis-1702	26	33	different	different	ADJ
fcis-1702	26	34	parts	part	NOUN
fcis-1702	26	35	,	,	PUNCT
fcis-1702	26	36	i.e.	i.e.	X
fcis-1702	26	37	,	,	PUNCT
fcis-1702	26	38	into	into	ADP
fcis-1702	26	39	different	different	ADJ
fcis-1702	26	40	parts	part	NOUN
fcis-1702	26	41	of	of	ADP
fcis-1702	26	42	interest	interest	NOUN
fcis-1702	26	43	according	accord	VERB
fcis-1702	26	44	to	to	ADP
fcis-1702	26	45	the	the	DET
fcis-1702	26	46	pixel	pixel	PROPN
fcis-1702	26	47	value	value	NOUN
fcis-1702	26	48	compared	compare	VERB
fcis-1702	26	49	with	with	ADP
fcis-1702	26	50	the	the	DET
fcis-1702	26	51	threshold	threshold	NOUN
fcis-1702	26	52	value	value	NOUN
fcis-1702	26	53	,	,	PUNCT
fcis-1702	26	54	and	and	CCONJ
fcis-1702	26	55	extract	extract	VERB
fcis-1702	26	56	those	those	DET
fcis-1702	26	57	regions	region	NOUN
fcis-1702	26	58	of	of	ADP
fcis-1702	26	59	interest	interest	NOUN
fcis-1702	26	60	in	in	ADP
fcis-1702	26	61	the	the	DET
fcis-1702	26	62	image	image	NOUN
fcis-1702	26	63	.	.	PUNCT
fcis-1702	27	1	2.2.1	2.2.1	NUM
fcis-1702	27	2	.	.	PUNCT
fcis-1702	27	3	region	region	NOUN
fcis-1702	27	4	of	of	ADP
fcis-1702	27	5	interest	interest	NOUN
fcis-1702	27	6	once	once	SCONJ
fcis-1702	27	7	the	the	DET
fcis-1702	27	8	original	original	ADJ
fcis-1702	27	9	image	image	NOUN
fcis-1702	27	10	has	have	AUX
fcis-1702	27	11	been	be	AUX
fcis-1702	27	12	captured	capture	VERB
fcis-1702	27	13	,	,	PUNCT
fcis-1702	27	14	the	the	DET
fcis-1702	27	15	region	region	NOUN
fcis-1702	27	16	of	of	ADP
fcis-1702	27	17	interest	interest	NOUN
fcis-1702	27	18	can	can	AUX
fcis-1702	27	19	be	be	AUX
fcis-1702	27	20	selected	select	VERB
fcis-1702	27	21	as	as	ADP
fcis-1702	27	22	the	the	DET
fcis-1702	27	23	roi	roi	NOUN
fcis-1702	27	24	,	,	PUNCT
fcis-1702	27	25	which	which	PRON
fcis-1702	27	26	can	can	AUX
fcis-1702	27	27	be	be	AUX
fcis-1702	27	28	any	any	DET
fcis-1702	27	29	shape	shape	NOUN
fcis-1702	27	30	,	,	PUNCT
fcis-1702	27	31	conventionally	conventionally	ADV
fcis-1702	27	32	a	a	DET
fcis-1702	27	33	rectangle	rectangle	NOUN
fcis-1702	27	34	,	,	PUNCT
fcis-1702	27	35	a	a	DET
fcis-1702	27	36	circle	circle	NOUN
fcis-1702	27	37	,	,	PUNCT
fcis-1702	27	38	an	an	DET
fcis-1702	27	39	ellipse	ellipse	NOUN
fcis-1702	27	40	,	,	PUNCT
fcis-1702	27	41	a	a	DET
fcis-1702	27	42	custom	custom	NOUN
fcis-1702	27	43	one	one	NUM
fcis-1702	27	44	or	or	CCONJ
fcis-1702	27	45	a	a	DET
fcis-1702	27	46	specific	specific	ADJ
fcis-1702	27	47	one	one	NUM
fcis-1702	27	48	derived	derive	VERB
fcis-1702	27	49	from	from	ADP
fcis-1702	27	50	image	image	NOUN
fcis-1702	27	51	processing	processing	NOUN
fcis-1702	27	52	.	.	PUNCT
fcis-1702	28	1	at	at	ADP
fcis-1702	28	2	this	this	DET
fcis-1702	28	3	point	point	NOUN
fcis-1702	28	4	,	,	PUNCT
fcis-1702	28	5	the	the	DET
fcis-1702	28	6	selected	select	VERB
fcis-1702	28	7	area	area	NOUN
fcis-1702	28	8	can	can	AUX
fcis-1702	28	9	not	not	PART
fcis-1702	28	10	yet	yet	ADV
fcis-1702	28	11	be	be	AUX
fcis-1702	28	12	called	call	VERB
fcis-1702	28	13	an	an	DET
fcis-1702	28	14	roi	roi	NOUN
fcis-1702	28	15	,	,	PUNCT
fcis-1702	28	16	it	it	PRON
fcis-1702	28	17	is	be	AUX
fcis-1702	28	18	still	still	ADV
fcis-1702	28	19	only	only	ADV
fcis-1702	28	20	a	a	DET
fcis-1702	28	21	shape	shape	NOUN
fcis-1702	28	22	or	or	CCONJ
fcis-1702	28	23	a	a	DET
fcis-1702	28	24	range	range	NOUN
fcis-1702	28	25	of	of	ADP
fcis-1702	28	26	pixels	pixel	NOUN
fcis-1702	28	27	.	.	PUNCT
fcis-1702	29	1	to	to	PART
fcis-1702	29	2	turn	turn	VERB
fcis-1702	29	3	this	this	DET
fcis-1702	29	4	part	part	NOUN
fcis-1702	29	5	of	of	ADP
fcis-1702	29	6	the	the	DET
fcis-1702	29	7	region	region	NOUN
fcis-1702	29	8	into	into	ADP
fcis-1702	29	9	a	a	DET
fcis-1702	29	10	separate	separate	ADJ
fcis-1702	29	11	image	image	NOUN
fcis-1702	29	12	,	,	PUNCT
fcis-1702	29	13	it	it	PRON
fcis-1702	29	14	also	also	ADV
fcis-1702	29	15	needs	need	VERB
fcis-1702	29	16	to	to	PART
fcis-1702	29	17	be	be	AUX
fcis-1702	29	18	cropped	crop	VERB
fcis-1702	29	19	out	out	ADP
fcis-1702	29	20	of	of	ADP
fcis-1702	29	21	the	the	DET
fcis-1702	29	22	original	original	ADJ
fcis-1702	29	23	image	image	NOUN
fcis-1702	29	24	.	.	PUNCT
fcis-1702	30	1	as	as	SCONJ
fcis-1702	30	2	shown	show	VERB
fcis-1702	30	3	in	in	ADP
fcis-1702	30	4	the	the	DET
fcis-1702	30	5	figure	figure	NOUN
fcis-1702	30	6	,	,	PUNCT
fcis-1702	30	7	we	we	PRON
fcis-1702	30	8	need	need	VERB
fcis-1702	30	9	to	to	PART
fcis-1702	30	10	intercept	intercept	VERB
fcis-1702	30	11	the	the	DET
fcis-1702	30	12	image	image	NOUN
fcis-1702	30	13	of	of	ADP
fcis-1702	30	14	the	the	DET
fcis-1702	30	15	"	"	PUNCT
fcis-1702	30	16	finished	finished	ADJ
fcis-1702	30	17	piece	piece	NOUN
fcis-1702	30	18	of	of	ADP
fcis-1702	30	19	cigarette	cigarette	NOUN
fcis-1702	30	20	logo	logo	NOUN
fcis-1702	30	21	"	"	PUNCT
fcis-1702	30	22	field	field	NOUN
fcis-1702	30	23	from	from	ADP
fcis-1702	30	24	the	the	DET
fcis-1702	30	25	original	original	ADJ
fcis-1702	30	26	image	image	NOUN
fcis-1702	30	27	as	as	ADP
fcis-1702	30	28	the	the	DET
fcis-1702	30	29	region	region	NOUN
fcis-1702	30	30	of	of	ADP
fcis-1702	30	31	interest	interest	NOUN
fcis-1702	30	32	,	,	PUNCT
fcis-1702	30	33	in	in	ADP
fcis-1702	30	34	order	order	NOUN
fcis-1702	30	35	to	to	PART
fcis-1702	30	36	facilitate	facilitate	VERB
fcis-1702	30	37	the	the	DET
fcis-1702	30	38	subsequent	subsequent	ADJ
fcis-1702	30	39	training	training	NOUN
fcis-1702	30	40	and	and	CCONJ
fcis-1702	30	41	recognition	recognition	NOUN
fcis-1702	30	42	process	process	NOUN
fcis-1702	30	43	,	,	PUNCT
fcis-1702	30	44	the	the	DET
fcis-1702	30	45	selection	selection	NOUN
fcis-1702	30	46	of	of	ADP
fcis-1702	30	47	the	the	DET
fcis-1702	30	48	above	above	ADV
fcis-1702	30	49	-	-	PUNCT
fcis-1702	30	50	mentioned	mention	VERB
fcis-1702	30	51	area	area	NOUN
fcis-1702	30	52	with	with	ADP
fcis-1702	30	53	a	a	DET
fcis-1702	30	54	rectangular	rectangular	ADJ
fcis-1702	30	55	box	box	NOUN
fcis-1702	30	56	,	,	PUNCT
fcis-1702	30	57	next	next	ADV
fcis-1702	30	58	,	,	PUNCT
fcis-1702	30	59	we	we	PRON
fcis-1702	30	60	will	will	AUX
fcis-1702	30	61	further	far	ADV
fcis-1702	30	62	process	process	VERB
fcis-1702	30	63	the	the	DET
fcis-1702	30	64	region	region	NOUN
fcis-1702	30	65	of	of	ADP
fcis-1702	30	66	interest	interest	NOUN
fcis-1702	30	67	:	:	PUNCT
fcis-1702	30	68	first	first	ADV
fcis-1702	30	69	,	,	PUNCT
fcis-1702	30	70	we	we	PRON
fcis-1702	30	71	use	use	VERB
fcis-1702	30	72	a	a	DET
fcis-1702	30	73	threshold	threshold	NOUN
fcis-1702	30	74	segmentation	segmentation	NOUN
fcis-1702	30	75	to	to	PART
fcis-1702	30	76	extract	extract	VERB
fcis-1702	30	77	the	the	DET
fcis-1702	30	78	text	text	NOUN
fcis-1702	30	79	.	.	PUNCT
fcis-1702	31	1	since	since	SCONJ
fcis-1702	31	2	the	the	DET
fcis-1702	31	3	text	text	NOUN
fcis-1702	31	4	in	in	ADP
fcis-1702	31	5	the	the	DET
fcis-1702	31	6	region	region	NOUN
fcis-1702	31	7	of	of	ADP
fcis-1702	31	8	interest	interest	NOUN
fcis-1702	31	9	has	have	VERB
fcis-1702	31	10	different	different	ADJ
fcis-1702	31	11	grayscale	grayscale	NOUN
fcis-1702	31	12	values	value	NOUN
fcis-1702	31	13	from	from	ADP
fcis-1702	31	14	the	the	DET
fcis-1702	31	15	background	background	NOUN
fcis-1702	31	16	,	,	PUNCT
fcis-1702	31	17	we	we	PRON
fcis-1702	31	18	can	can	AUX
fcis-1702	31	19	dynamically	dynamically	ADV
fcis-1702	31	20	select	select	VERB
fcis-1702	31	21	a	a	DET
fcis-1702	31	22	better	well	ADJ
fcis-1702	31	23	threshold	threshold	NOUN
fcis-1702	31	24	range	range	NOUN
fcis-1702	31	25	by	by	ADP
fcis-1702	31	26	adjusting	adjust	VERB
fcis-1702	31	27	different	different	ADJ
fcis-1702	31	28	thresholds	threshold	NOUN
fcis-1702	31	29	to	to	PART
fcis-1702	31	30	extract	extract	VERB
fcis-1702	31	31	the	the	DET
fcis-1702	31	32	text	text	NOUN
fcis-1702	31	33	we	we	PRON
fcis-1702	31	34	need	need	VERB
fcis-1702	31	35	to	to	PART
fcis-1702	31	36	recognize	recognize	VERB
fcis-1702	31	37	.	.	PUNCT
fcis-1702	32	1	2.2.2	2.2.2	X
fcis-1702	32	2	.	.	PUNCT
fcis-1702	33	1	expansion	expansion	NOUN
fcis-1702	33	2	and	and	CCONJ
fcis-1702	33	3	corrosion	corrosion	NOUN
fcis-1702	33	4	expansion[3	expansion[3	PROPN
fcis-1702	33	5	]	]	PUNCT
fcis-1702	33	6	and	and	CCONJ
fcis-1702	33	7	erosion	erosion	NOUN
fcis-1702	33	8	belong	belong	VERB
fcis-1702	33	9	to	to	ADP
fcis-1702	33	10	image	image	NOUN
fcis-1702	33	11	morphological	morphological	ADJ
fcis-1702	33	12	ground	ground	NOUN
fcis-1702	33	13	processing	processing	NOUN
fcis-1702	33	14	and	and	CCONJ
fcis-1702	33	15	are	be	AUX
fcis-1702	33	16	used	use	VERB
fcis-1702	33	17	to	to	PART
fcis-1702	33	18	extract	extract	VERB
fcis-1702	33	19	meaningful	meaningful	ADJ
fcis-1702	33	20	local	local	ADJ
fcis-1702	33	21	image	image	NOUN
fcis-1702	33	22	details	detail	NOUN
fcis-1702	33	23	from	from	ADP
fcis-1702	33	24	an	an	DET
fcis-1702	33	25	image	image	NOUN
fcis-1702	33	26	.	.	PUNCT
fcis-1702	34	1	by	by	ADP
fcis-1702	34	2	changing	change	VERB
fcis-1702	34	3	the	the	DET
fcis-1702	34	4	pixel	pixel	PROPN
fcis-1702	34	5	morphology	morphology	NOUN
fcis-1702	34	6	of	of	ADP
fcis-1702	34	7	local	local	ADJ
fcis-1702	34	8	regions	region	NOUN
fcis-1702	34	9	in	in	ADP
fcis-1702	34	10	order	order	NOUN
fcis-1702	34	11	to	to	PART
fcis-1702	34	12	enhance	enhance	VERB
fcis-1702	34	13	the	the	DET
fcis-1702	34	14	target	target	NOUN
fcis-1702	34	15	for	for	ADP
fcis-1702	34	16	subsequent	subsequent	ADJ
fcis-1702	34	17	text	text	NOUN
fcis-1702	34	18	training	training	NOUN
fcis-1702	34	19	and	and	CCONJ
fcis-1702	34	20	processing	processing	NOUN
fcis-1702	34	21	.	.	PUNCT
fcis-1702	35	1	after	after	SCONJ
fcis-1702	35	2	the	the	DET
fcis-1702	35	3	binary	binary	ADJ
fcis-1702	35	4	image	image	NOUN
fcis-1702	35	5	of	of	ADP
fcis-1702	35	6	the	the	DET
fcis-1702	35	7	target	target	NOUN
fcis-1702	35	8	region	region	NOUN
fcis-1702	35	9	is	be	AUX
fcis-1702	35	10	extracted	extract	VERB
fcis-1702	35	11	by	by	ADP
fcis-1702	35	12	thresholding	thresholding	NOUN
fcis-1702	35	13	,	,	PUNCT
fcis-1702	35	14	the	the	DET
fcis-1702	35	15	39	39	NUM
fcis-1702	35	16	edges	edge	NOUN
fcis-1702	35	17	of	of	ADP
fcis-1702	35	18	the	the	DET
fcis-1702	35	19	region	region	NOUN
fcis-1702	35	20	may	may	AUX
fcis-1702	35	21	not	not	PART
fcis-1702	35	22	be	be	AUX
fcis-1702	35	23	ideal	ideal	ADJ
fcis-1702	35	24	,	,	PUNCT
fcis-1702	35	25	and	and	CCONJ
fcis-1702	35	26	the	the	DET
fcis-1702	35	27	region	region	NOUN
fcis-1702	35	28	can	can	AUX
fcis-1702	35	29	be	be	AUX
fcis-1702	35	30	"	"	PUNCT
fcis-1702	35	31	shrunk	shrink	VERB
fcis-1702	35	32	"	"	PUNCT
fcis-1702	35	33	or	or	CCONJ
fcis-1702	35	34	"	"	PUNCT
fcis-1702	35	35	expanded	expand	VERB
fcis-1702	35	36	"	"	PUNCT
fcis-1702	35	37	using	use	VERB
fcis-1702	35	38	an	an	DET
fcis-1702	35	39	erosion	erosion	NOUN
fcis-1702	35	40	or	or	CCONJ
fcis-1702	35	41	expansion	expansion	NOUN
fcis-1702	35	42	operation	operation	NOUN
fcis-1702	35	43	.	.	PUNCT
fcis-1702	36	1	expansion	expansion	NOUN
fcis-1702	36	2	and	and	CCONJ
fcis-1702	36	3	corrosion	corrosion	NOUN
fcis-1702	36	4	are	be	AUX
fcis-1702	36	5	described	describe	VERB
fcis-1702	36	6	in	in	ADP
fcis-1702	36	7	the	the	DET
fcis-1702	36	8	following	follow	VERB
fcis-1702	36	9	order	order	NOUN
fcis-1702	36	10	.	.	PUNCT
fcis-1702	37	1	1)corrosion	1)corrosion	NUM
fcis-1702	37	2	:	:	PUNCT
fcis-1702	37	3	erosion	erosion	NOUN
fcis-1702	37	4	is	be	AUX
fcis-1702	37	5	an	an	DET
fcis-1702	37	6	operation	operation	NOUN
fcis-1702	37	7	that	that	PRON
fcis-1702	37	8	"	"	PUNCT
fcis-1702	37	9	shrinks	shrink	VERB
fcis-1702	37	10	"	"	PUNCT
fcis-1702	37	11	the	the	DET
fcis-1702	37	12	selected	select	VERB
fcis-1702	37	13	area	area	NOUN
fcis-1702	37	14	and	and	CCONJ
fcis-1702	37	15	can	can	AUX
fcis-1702	37	16	be	be	AUX
fcis-1702	37	17	used	use	VERB
fcis-1702	37	18	to	to	PART
fcis-1702	37	19	eliminate	eliminate	VERB
fcis-1702	37	20	edges	edge	NOUN
fcis-1702	37	21	and	and	CCONJ
fcis-1702	37	22	stray	stray	VERB
fcis-1702	37	23	spots	spot	NOUN
fcis-1702	37	24	.	.	PUNCT
fcis-1702	38	1	the	the	DET
fcis-1702	38	2	size	size	NOUN
fcis-1702	38	3	of	of	ADP
fcis-1702	38	4	the	the	DET
fcis-1702	38	5	corrupted	corrupted	ADJ
fcis-1702	38	6	area	area	NOUN
fcis-1702	38	7	is	be	AUX
fcis-1702	38	8	related	relate	VERB
fcis-1702	38	9	to	to	ADP
fcis-1702	38	10	the	the	DET
fcis-1702	38	11	size	size	NOUN
fcis-1702	38	12	and	and	CCONJ
fcis-1702	38	13	shape	shape	NOUN
fcis-1702	38	14	of	of	ADP
fcis-1702	38	15	the	the	DET
fcis-1702	38	16	structural	structural	ADJ
fcis-1702	38	17	element	element	NOUN
fcis-1702	38	18	.	.	PUNCT
fcis-1702	39	1	the	the	DET
fcis-1702	39	2	principle	principle	NOUN
fcis-1702	39	3	is	be	AUX
fcis-1702	39	4	to	to	PART
fcis-1702	39	5	use	use	VERB
fcis-1702	39	6	a	a	DET
fcis-1702	39	7	custom	custom	NOUN
fcis-1702	39	8	structural	structural	ADJ
fcis-1702	39	9	element	element	NOUN
fcis-1702	39	10	,	,	PUNCT
fcis-1702	39	11	such	such	ADJ
fcis-1702	39	12	as	as	ADP
fcis-1702	39	13	a	a	DET
fcis-1702	39	14	rectangle	rectangle	NOUN
fcis-1702	39	15	,	,	PUNCT
fcis-1702	39	16	circle	circle	NOUN
fcis-1702	39	17	,	,	PUNCT
fcis-1702	39	18	etc	etc	X
fcis-1702	39	19	.	.	X
fcis-1702	39	20	,	,	PUNCT
fcis-1702	39	21	to	to	PART
fcis-1702	39	22	perform	perform	VERB
fcis-1702	39	23	a	a	DET
fcis-1702	39	24	sliding	slide	VERB
fcis-1702	39	25	operation	operation	NOUN
fcis-1702	39	26	similar	similar	ADJ
fcis-1702	39	27	to	to	ADP
fcis-1702	39	28	"	"	PUNCT
fcis-1702	39	29	filtering	filter	VERB
fcis-1702	39	30	"	"	PUNCT
fcis-1702	39	31	on	on	ADP
fcis-1702	39	32	a	a	DET
fcis-1702	39	33	binary	binary	ADJ
fcis-1702	39	34	image	image	NOUN
fcis-1702	39	35	,	,	PUNCT
fcis-1702	39	36	and	and	CCONJ
fcis-1702	39	37	then	then	ADV
fcis-1702	39	38	compare	compare	VERB
fcis-1702	39	39	the	the	DET
fcis-1702	39	40	pixel	pixel	PROPN
fcis-1702	39	41	points	point	NOUN
fcis-1702	39	42	corresponding	correspond	VERB
fcis-1702	39	43	to	to	ADP
fcis-1702	39	44	the	the	DET
fcis-1702	39	45	binary	binary	ADJ
fcis-1702	39	46	image	image	NOUN
fcis-1702	39	47	with	with	ADP
fcis-1702	39	48	the	the	DET
fcis-1702	39	49	pixels	pixel	NOUN
fcis-1702	39	50	of	of	ADP
fcis-1702	39	51	the	the	DET
fcis-1702	39	52	structural	structural	ADJ
fcis-1702	39	53	element	element	NOUN
fcis-1702	39	54	,	,	PUNCT
fcis-1702	39	55	and	and	CCONJ
fcis-1702	39	56	the	the	DET
fcis-1702	39	57	resulting	result	VERB
fcis-1702	39	58	intersection	intersection	NOUN
fcis-1702	39	59	(	(	PUNCT
fcis-1702	39	60	by	by	ADP
fcis-1702	39	61	"	"	PUNCT
fcis-1702	39	62	with	with	ADP
fcis-1702	39	63	"	"	PUNCT
fcis-1702	39	64	operation	operation	NOUN
fcis-1702	39	65	)	)	PUNCT
fcis-1702	39	66	is	be	AUX
fcis-1702	39	67	the	the	DET
fcis-1702	39	68	corrupted	corrupted	ADJ
fcis-1702	39	69	image	image	NOUN
fcis-1702	39	70	pixels	pixel	NOUN
fcis-1702	39	71	.	.	PUNCT
fcis-1702	40	1	the	the	DET
fcis-1702	40	2	image	image	NOUN
fcis-1702	40	3	on	on	ADP
fcis-1702	40	4	the	the	DET
fcis-1702	40	5	left	left	NOUN
fcis-1702	40	6	is	be	AUX
fcis-1702	40	7	the	the	DET
fcis-1702	40	8	binarized	binarized	ADJ
fcis-1702	40	9	image	image	NOUN
fcis-1702	40	10	,	,	PUNCT
fcis-1702	40	11	and	and	CCONJ
fcis-1702	40	12	the	the	DET
fcis-1702	40	13	image	image	NOUN
fcis-1702	40	14	on	on	ADP
fcis-1702	40	15	the	the	DET
fcis-1702	40	16	right	right	NOUN
fcis-1702	40	17	is	be	AUX
fcis-1702	40	18	the	the	DET
fcis-1702	40	19	image	image	NOUN
fcis-1702	40	20	that	that	PRON
fcis-1702	40	21	has	have	AUX
fcis-1702	40	22	been	be	AUX
fcis-1702	40	23	"	"	PUNCT
fcis-1702	40	24	shrunk	shrink	VERB
fcis-1702	40	25	"	"	PUNCT
fcis-1702	40	26	by	by	ADP
fcis-1702	40	27	using	use	VERB
fcis-1702	40	28	the	the	DET
fcis-1702	40	29	middle	middle	ADJ
fcis-1702	40	30	structural	structural	ADJ
fcis-1702	40	31	element	element	NOUN
fcis-1702	40	32	to	to	PART
fcis-1702	40	33	corrupt	corrupt	VERB
fcis-1702	40	34	the	the	DET
fcis-1702	40	35	image	image	NOUN
fcis-1702	40	36	.	.	PUNCT
fcis-1702	41	1	after	after	ADP
fcis-1702	41	2	the	the	DET
fcis-1702	41	3	erosion	erosion	NOUN
fcis-1702	41	4	operation	operation	NOUN
fcis-1702	41	5	,	,	PUNCT
fcis-1702	41	6	the	the	DET
fcis-1702	41	7	edges	edge	NOUN
fcis-1702	41	8	of	of	ADP
fcis-1702	41	9	the	the	DET
fcis-1702	41	10	image	image	NOUN
fcis-1702	41	11	area	area	NOUN
fcis-1702	41	12	may	may	AUX
fcis-1702	41	13	become	become	VERB
fcis-1702	41	14	smooth	smooth	ADJ
fcis-1702	41	15	,	,	PUNCT
fcis-1702	41	16	the	the	DET
fcis-1702	41	17	number	number	NOUN
fcis-1702	41	18	of	of	ADP
fcis-1702	41	19	pixels	pixel	NOUN
fcis-1702	41	20	in	in	ADP
fcis-1702	41	21	the	the	DET
fcis-1702	41	22	area	area	NOUN
fcis-1702	41	23	will	will	AUX
fcis-1702	41	24	be	be	AUX
fcis-1702	41	25	reduced	reduce	VERB
fcis-1702	41	26	,	,	PUNCT
fcis-1702	41	27	and	and	CCONJ
fcis-1702	41	28	the	the	DET
fcis-1702	41	29	connected	connected	ADJ
fcis-1702	41	30	parts	part	NOUN
fcis-1702	41	31	may	may	AUX
fcis-1702	41	32	be	be	AUX
fcis-1702	41	33	broken	break	VERB
fcis-1702	41	34	.	.	PUNCT
fcis-1702	42	1	even	even	ADV
fcis-1702	42	2	so	so	ADV
fcis-1702	42	3	,	,	PUNCT
fcis-1702	42	4	the	the	DET
fcis-1702	42	5	parts	part	NOUN
fcis-1702	42	6	still	still	ADV
fcis-1702	42	7	belong	belong	VERB
fcis-1702	42	8	to	to	ADP
fcis-1702	42	9	the	the	DET
fcis-1702	42	10	same	same	ADJ
fcis-1702	42	11	area	area	NOUN
fcis-1702	42	12	.	.	PUNCT
fcis-1702	43	1	2)expansion	2)expansion	NUM
fcis-1702	43	2	in	in	ADP
fcis-1702	43	3	contrast	contrast	NOUN
fcis-1702	43	4	to	to	ADP
fcis-1702	43	5	erosion	erosion	NOUN
fcis-1702	43	6	,	,	PUNCT
fcis-1702	43	7	expansion	expansion	NOUN
fcis-1702	43	8	is	be	AUX
fcis-1702	43	9	an	an	DET
fcis-1702	43	10	operation	operation	NOUN
fcis-1702	43	11	that	that	PRON
fcis-1702	43	12	"	"	PUNCT
fcis-1702	43	13	expands	expand	VERB
fcis-1702	43	14	"	"	PUNCT
fcis-1702	43	15	the	the	DET
fcis-1702	43	16	selection	selection	NOUN
fcis-1702	43	17	.	.	PUNCT
fcis-1702	44	1	the	the	DET
fcis-1702	44	2	principle	principle	NOUN
fcis-1702	44	3	is	be	AUX
fcis-1702	44	4	to	to	PART
fcis-1702	44	5	use	use	VERB
fcis-1702	44	6	a	a	DET
fcis-1702	44	7	custom	custom	NOUN
fcis-1702	44	8	structure	structure	NOUN
fcis-1702	44	9	element	element	NOUN
fcis-1702	44	10	to	to	PART
fcis-1702	44	11	perform	perform	VERB
fcis-1702	44	12	a	a	DET
fcis-1702	44	13	sliding	slide	VERB
fcis-1702	44	14	operation	operation	NOUN
fcis-1702	44	15	similar	similar	ADJ
fcis-1702	44	16	to	to	ADP
fcis-1702	44	17	"	"	PUNCT
fcis-1702	44	18	filtering	filter	VERB
fcis-1702	44	19	"	"	PUNCT
fcis-1702	44	20	on	on	ADP
fcis-1702	44	21	the	the	DET
fcis-1702	44	22	binary	binary	ADJ
fcis-1702	44	23	image	image	NOUN
fcis-1702	44	24	to	to	PART
fcis-1702	44	25	be	be	AUX
fcis-1702	44	26	processed	process	VERB
fcis-1702	44	27	,	,	PUNCT
fcis-1702	44	28	then	then	ADV
fcis-1702	44	29	compare	compare	VERB
fcis-1702	44	30	the	the	DET
fcis-1702	44	31	pixel	pixel	PROPN
fcis-1702	44	32	points	point	NOUN
fcis-1702	44	33	corresponding	correspond	VERB
fcis-1702	44	34	to	to	ADP
fcis-1702	44	35	the	the	DET
fcis-1702	44	36	binary	binary	ADJ
fcis-1702	44	37	image	image	NOUN
fcis-1702	44	38	with	with	ADP
fcis-1702	44	39	the	the	DET
fcis-1702	44	40	pixels	pixel	NOUN
fcis-1702	44	41	of	of	ADP
fcis-1702	44	42	the	the	DET
fcis-1702	44	43	structure	structure	NOUN
fcis-1702	44	44	element	element	NOUN
fcis-1702	44	45	,	,	PUNCT
fcis-1702	44	46	and	and	CCONJ
fcis-1702	44	47	the	the	DET
fcis-1702	44	48	resulting	result	VERB
fcis-1702	44	49	merge	merge	NOUN
fcis-1702	44	50	(	(	PUNCT
fcis-1702	44	51	with	with	ADP
fcis-1702	44	52	an	an	DET
fcis-1702	44	53	"	"	PUNCT
fcis-1702	44	54	or	or	CCONJ
fcis-1702	44	55	"	"	PUNCT
fcis-1702	44	56	operation	operation	NOUN
fcis-1702	44	57	)	)	PUNCT
fcis-1702	44	58	is	be	AUX
fcis-1702	44	59	the	the	DET
fcis-1702	44	60	expanded	expand	VERB
fcis-1702	44	61	image	image	NOUN
fcis-1702	44	62	pixels	pixel	NOUN
fcis-1702	44	63	.	.	PUNCT
fcis-1702	45	1	the	the	DET
fcis-1702	45	2	image	image	NOUN
fcis-1702	45	3	on	on	ADP
fcis-1702	45	4	the	the	DET
fcis-1702	45	5	left	left	NOUN
fcis-1702	45	6	is	be	AUX
fcis-1702	45	7	the	the	DET
fcis-1702	45	8	image	image	NOUN
fcis-1702	45	9	after	after	ADP
fcis-1702	45	10	binarization	binarization	NOUN
fcis-1702	45	11	,	,	PUNCT
fcis-1702	45	12	and	and	CCONJ
fcis-1702	45	13	a	a	DET
fcis-1702	45	14	circular	circular	ADJ
fcis-1702	45	15	structural	structural	ADJ
fcis-1702	45	16	element	element	NOUN
fcis-1702	45	17	is	be	AUX
fcis-1702	45	18	used	use	VERB
fcis-1702	45	19	to	to	PART
fcis-1702	45	20	expand	expand	VERB
fcis-1702	45	21	the	the	DET
fcis-1702	45	22	image	image	NOUN
fcis-1702	45	23	,	,	PUNCT
fcis-1702	45	24	as	as	SCONJ
fcis-1702	45	25	shown	show	VERB
fcis-1702	45	26	in	in	ADP
fcis-1702	45	27	the	the	DET
fcis-1702	45	28	middle	middle	ADJ
fcis-1702	45	29	image	image	NOUN
fcis-1702	45	30	,	,	PUNCT
fcis-1702	45	31	resulting	result	VERB
fcis-1702	45	32	in	in	ADP
fcis-1702	45	33	an	an	DET
fcis-1702	45	34	"	"	PUNCT
fcis-1702	45	35	expanded	expanded	ADJ
fcis-1702	45	36	"	"	PUNCT
fcis-1702	45	37	image	image	NOUN
fcis-1702	45	38	,	,	PUNCT
fcis-1702	45	39	as	as	SCONJ
fcis-1702	45	40	shown	show	VERB
fcis-1702	45	41	on	on	ADP
fcis-1702	45	42	the	the	DET
fcis-1702	45	43	right	right	ADJ
fcis-1702	45	44	image	image	NOUN
fcis-1702	45	45	.	.	PUNCT
fcis-1702	46	1	after	after	ADP
fcis-1702	46	2	the	the	DET
fcis-1702	46	3	expansion	expansion	NOUN
fcis-1702	46	4	operation	operation	NOUN
fcis-1702	46	5	,	,	PUNCT
fcis-1702	46	6	the	the	DET
fcis-1702	46	7	edges	edge	NOUN
fcis-1702	46	8	of	of	ADP
fcis-1702	46	9	image	image	NOUN
fcis-1702	46	10	regions	region	NOUN
fcis-1702	46	11	may	may	AUX
fcis-1702	46	12	become	become	VERB
fcis-1702	46	13	smooth	smooth	ADJ
fcis-1702	46	14	,	,	PUNCT
fcis-1702	46	15	the	the	DET
fcis-1702	46	16	number	number	NOUN
fcis-1702	46	17	of	of	ADP
fcis-1702	46	18	pixels	pixel	NOUN
fcis-1702	46	19	in	in	ADP
fcis-1702	46	20	the	the	DET
fcis-1702	46	21	region	region	NOUN
fcis-1702	46	22	will	will	AUX
fcis-1702	46	23	increase	increase	VERB
fcis-1702	46	24	,	,	PUNCT
fcis-1702	46	25	and	and	CCONJ
fcis-1702	46	26	disconnected	disconnected	ADJ
fcis-1702	46	27	parts	part	NOUN
fcis-1702	46	28	may	may	AUX
fcis-1702	46	29	be	be	AUX
fcis-1702	46	30	connected	connect	VERB
fcis-1702	46	31	,	,	PUNCT
fcis-1702	46	32	all	all	PRON
fcis-1702	46	33	of	of	ADP
fcis-1702	46	34	which	which	PRON
fcis-1702	46	35	are	be	AUX
fcis-1702	46	36	the	the	DET
fcis-1702	46	37	opposite	opposite	NOUN
fcis-1702	46	38	of	of	ADP
fcis-1702	46	39	the	the	DET
fcis-1702	46	40	erosion	erosion	NOUN
fcis-1702	46	41	operation	operation	NOUN
fcis-1702	46	42	.	.	PUNCT
fcis-1702	47	1	even	even	ADV
fcis-1702	47	2	so	so	ADV
fcis-1702	47	3	,	,	PUNCT
fcis-1702	47	4	the	the	DET
fcis-1702	47	5	originally	originally	ADV
fcis-1702	47	6	disconnected	disconnected	ADJ
fcis-1702	47	7	regions	region	NOUN
fcis-1702	47	8	still	still	ADV
fcis-1702	47	9	belong	belong	VERB
fcis-1702	47	10	to	to	ADP
fcis-1702	47	11	their	their	PRON
fcis-1702	47	12	own	own	ADJ
fcis-1702	47	13	regions	region	NOUN
fcis-1702	47	14	and	and	CCONJ
fcis-1702	47	15	will	will	AUX
fcis-1702	47	16	not	not	PART
fcis-1702	47	17	be	be	AUX
fcis-1702	47	18	merged	merge	VERB
fcis-1702	47	19	because	because	SCONJ
fcis-1702	47	20	of	of	ADP
fcis-1702	47	21	pixel	pixel	PROPN
fcis-1702	47	22	overlap	overlap	NOUN
fcis-1702	47	23	.	.	PUNCT
fcis-1702	48	1	3)open	3)open	NUM
fcis-1702	48	2	computing	computing	NOUN
fcis-1702	48	3	after	after	ADP
fcis-1702	48	4	the	the	DET
fcis-1702	48	5	expansion	expansion	NOUN
fcis-1702	48	6	operation	operation	NOUN
fcis-1702	48	7	,	,	PUNCT
fcis-1702	48	8	the	the	DET
fcis-1702	48	9	edges	edge	NOUN
fcis-1702	48	10	of	of	ADP
fcis-1702	48	11	image	image	NOUN
fcis-1702	48	12	regions	region	NOUN
fcis-1702	48	13	may	may	AUX
fcis-1702	48	14	become	become	VERB
fcis-1702	48	15	smooth	smooth	ADJ
fcis-1702	48	16	,	,	PUNCT
fcis-1702	48	17	the	the	DET
fcis-1702	48	18	number	number	NOUN
fcis-1702	48	19	of	of	ADP
fcis-1702	48	20	pixels	pixel	NOUN
fcis-1702	48	21	in	in	ADP
fcis-1702	48	22	the	the	DET
fcis-1702	48	23	region	region	NOUN
fcis-1702	48	24	will	will	AUX
fcis-1702	48	25	increase	increase	VERB
fcis-1702	48	26	,	,	PUNCT
fcis-1702	48	27	and	and	CCONJ
fcis-1702	48	28	disconnected	disconnected	ADJ
fcis-1702	48	29	parts	part	NOUN
fcis-1702	48	30	may	may	AUX
fcis-1702	48	31	be	be	AUX
fcis-1702	48	32	connected	connect	VERB
fcis-1702	48	33	,	,	PUNCT
fcis-1702	48	34	all	all	PRON
fcis-1702	48	35	of	of	ADP
fcis-1702	48	36	which	which	PRON
fcis-1702	48	37	are	be	AUX
fcis-1702	48	38	the	the	DET
fcis-1702	48	39	opposite	opposite	NOUN
fcis-1702	48	40	of	of	ADP
fcis-1702	48	41	the	the	DET
fcis-1702	48	42	erosion	erosion	NOUN
fcis-1702	48	43	operation	operation	NOUN
fcis-1702	48	44	.	.	PUNCT
fcis-1702	49	1	even	even	ADV
fcis-1702	49	2	so	so	ADV
fcis-1702	49	3	,	,	PUNCT
fcis-1702	49	4	the	the	DET
fcis-1702	49	5	originally	originally	ADV
fcis-1702	49	6	disconnected	disconnected	ADJ
fcis-1702	49	7	regions	region	NOUN
fcis-1702	49	8	still	still	ADV
fcis-1702	49	9	belong	belong	VERB
fcis-1702	49	10	to	to	ADP
fcis-1702	49	11	their	their	PRON
fcis-1702	49	12	own	own	ADJ
fcis-1702	49	13	regions	region	NOUN
fcis-1702	49	14	and	and	CCONJ
fcis-1702	49	15	will	will	AUX
fcis-1702	49	16	not	not	PART
fcis-1702	49	17	be	be	AUX
fcis-1702	49	18	merged	merge	VERB
fcis-1702	49	19	because	because	SCONJ
fcis-1702	49	20	of	of	ADP
fcis-1702	49	21	pixel	pixel	PROPN
fcis-1702	49	22	overlap	overlap	NOUN
fcis-1702	49	23	.	.	PUNCT
fcis-1702	50	1	4)closed	4)closed	NUM
fcis-1702	50	2	operations	operation	NOUN
fcis-1702	50	3	the	the	DET
fcis-1702	50	4	calculation	calculation	NOUN
fcis-1702	50	5	steps	step	NOUN
fcis-1702	50	6	of	of	ADP
fcis-1702	50	7	the	the	DET
fcis-1702	50	8	closed	closed	ADJ
fcis-1702	50	9	operation	operation	NOUN
fcis-1702	50	10	are	be	AUX
fcis-1702	50	11	the	the	DET
fcis-1702	50	12	opposite	opposite	NOUN
fcis-1702	50	13	of	of	ADP
fcis-1702	50	14	the	the	DET
fcis-1702	50	15	open	open	ADJ
fcis-1702	50	16	operation	operation	NOUN
fcis-1702	50	17	,	,	PUNCT
fcis-1702	50	18	being	be	AUX
fcis-1702	50	19	expansion	expansion	NOUN
fcis-1702	50	20	first	first	ADV
fcis-1702	50	21	and	and	CCONJ
fcis-1702	50	22	erosion	erosion	NOUN
fcis-1702	50	23	second	second	ADJ
fcis-1702	50	24	.	.	PUNCT
fcis-1702	51	1	this	this	DET
fcis-1702	51	2	two	two	NUM
fcis-1702	51	3	-	-	PUNCT
fcis-1702	51	4	step	step	NOUN
fcis-1702	51	5	operation	operation	NOUN
fcis-1702	51	6	joins	join	VERB
fcis-1702	51	7	elements	element	NOUN
fcis-1702	51	8	that	that	PRON
fcis-1702	51	9	look	look	VERB
fcis-1702	51	10	close	close	ADV
fcis-1702	51	11	together	together	ADV
fcis-1702	51	12	,	,	PUNCT
fcis-1702	51	13	such	such	ADJ
fcis-1702	51	14	as	as	ADP
fcis-1702	51	15	voids	void	NOUN
fcis-1702	51	16	inside	inside	ADP
fcis-1702	51	17	a	a	DET
fcis-1702	51	18	region	region	NOUN
fcis-1702	51	19	or	or	CCONJ
fcis-1702	51	20	isolated	isolated	ADJ
fcis-1702	51	21	points	point	NOUN
fcis-1702	51	22	outside	outside	ADV
fcis-1702	51	23	,	,	PUNCT
fcis-1702	51	24	without	without	ADP
fcis-1702	51	25	any	any	DET
fcis-1702	51	26	significant	significant	ADJ
fcis-1702	51	27	change	change	NOUN
fcis-1702	51	28	in	in	ADP
fcis-1702	51	29	the	the	DET
fcis-1702	51	30	appearance	appearance	NOUN
fcis-1702	51	31	or	or	CCONJ
fcis-1702	51	32	area	area	NOUN
fcis-1702	51	33	of	of	ADP
fcis-1702	51	34	the	the	DET
fcis-1702	51	35	region	region	NOUN
fcis-1702	51	36	.	.	PUNCT
fcis-1702	52	1	in	in	ADP
fcis-1702	52	2	layman	layman	PROPN
fcis-1702	52	3	's	's	PART
fcis-1702	52	4	terms	term	NOUN
fcis-1702	52	5	,	,	PUNCT
fcis-1702	52	6	it	it	PRON
fcis-1702	52	7	is	be	AUX
fcis-1702	52	8	similar	similar	ADJ
fcis-1702	52	9	to	to	ADP
fcis-1702	52	10	a	a	DET
fcis-1702	52	11	"	"	PUNCT
fcis-1702	52	12	gap	gap	NOUN
fcis-1702	52	13	-	-	PUNCT
fcis-1702	52	14	filling	filling	NOUN
fcis-1702	52	15	"	"	PUNCT
fcis-1702	52	16	effect	effect	NOUN
fcis-1702	52	17	.	.	PUNCT
fcis-1702	53	1	unlike	unlike	ADP
fcis-1702	53	2	the	the	DET
fcis-1702	53	3	separate	separate	ADJ
fcis-1702	53	4	expansion	expansion	NOUN
fcis-1702	53	5	operation	operation	NOUN
fcis-1702	53	6	,	,	PUNCT
fcis-1702	53	7	the	the	DET
fcis-1702	53	8	closing	closing	NOUN
fcis-1702	53	9	operation	operation	NOUN
fcis-1702	53	10	fills	fill	VERB
fcis-1702	53	11	the	the	DET
fcis-1702	53	12	gaps	gap	NOUN
fcis-1702	53	13	without	without	ADP
fcis-1702	53	14	thickening	thicken	VERB
fcis-1702	53	15	the	the	DET
fcis-1702	53	16	outline	outline	NOUN
fcis-1702	53	17	of	of	ADP
fcis-1702	53	18	the	the	DET
fcis-1702	53	19	image	image	NOUN
fcis-1702	53	20	edges	edge	NOUN
fcis-1702	53	21	.	.	PUNCT
fcis-1702	54	1	2.3	2.3	NUM
fcis-1702	54	2	.	.	PUNCT
fcis-1702	55	1	character	character	NOUN
fcis-1702	55	2	recognition	recognition	NOUN
fcis-1702	55	3	halcon	halcon	NOUN
fcis-1702	55	4	provides	provide	VERB
fcis-1702	55	5	some	some	DET
fcis-1702	55	6	ocr	ocr	ADJ
fcis-1702	55	7	recognition	recognition	NOUN
fcis-1702	55	8	models	model	NOUN
fcis-1702	55	9	,	,	PUNCT
fcis-1702	55	10	and	and	CCONJ
fcis-1702	55	11	training	train	VERB
fcis-1702	55	12	the	the	DET
fcis-1702	55	13	models	model	NOUN
fcis-1702	55	14	required	require	VERB
fcis-1702	55	15	for	for	ADP
fcis-1702	55	16	the	the	DET
fcis-1702	55	17	project	project	NOUN
fcis-1702	55	18	in	in	ADP
fcis-1702	55	19	the	the	DET
fcis-1702	55	20	specified	specify	VERB
fcis-1702	55	21	project	project	NOUN
fcis-1702	55	22	can	can	AUX
fcis-1702	55	23	improve	improve	VERB
fcis-1702	55	24	the	the	DET
fcis-1702	55	25	accuracy	accuracy	NOUN
fcis-1702	55	26	of	of	ADP
fcis-1702	55	27	recognition	recognition	NOUN
fcis-1702	55	28	,	,	PUNCT
fcis-1702	55	29	so	so	CCONJ
fcis-1702	55	30	the	the	DET
fcis-1702	55	31	ocr	ocr	ADJ
fcis-1702	55	32	models	model	NOUN
fcis-1702	55	33	are	be	AUX
fcis-1702	55	34	trained	train	VERB
fcis-1702	55	35	in	in	ADP
fcis-1702	55	36	this	this	DET
fcis-1702	55	37	paper	paper	NOUN
fcis-1702	55	38	.	.	PUNCT
fcis-1702	56	1	halcon	halcon	PROPN
fcis-1702	56	2	supports	support	VERB
fcis-1702	56	3	three	three	NUM
fcis-1702	56	4	kinds	kind	NOUN
fcis-1702	56	5	of	of	ADP
fcis-1702	56	6	training	training	NOUN
fcis-1702	56	7	classifiers	classifier	NOUN
fcis-1702	56	8	,	,	PUNCT
fcis-1702	56	9	namely	namely	ADV
fcis-1702	56	10	box	box	NOUN
fcis-1702	56	11	,	,	PUNCT
fcis-1702	56	12	multilayer	multilayer	ADJ
fcis-1702	56	13	neural	neural	ADJ
fcis-1702	56	14	network	network	NOUN
fcis-1702	56	15	(	(	PUNCT
fcis-1702	56	16	mlp	mlp	NOUN
fcis-1702	56	17	)	)	PUNCT
fcis-1702	56	18	and	and	CCONJ
fcis-1702	56	19	support	support	VERB
fcis-1702	56	20	vector	vector	NOUN
fcis-1702	56	21	machine	machine	NOUN
fcis-1702	56	22	(	(	PUNCT
fcis-1702	56	23	svm	svm	PROPN
fcis-1702	56	24	)	)	PUNCT
fcis-1702	56	25	.	.	PUNCT
fcis-1702	57	1	considering	consider	VERB
fcis-1702	57	2	the	the	DET
fcis-1702	57	3	small	small	ADJ
fcis-1702	57	4	number	number	NOUN
fcis-1702	57	5	of	of	ADP
fcis-1702	57	6	samples	sample	NOUN
fcis-1702	57	7	sets	set	NOUN
fcis-1702	57	8	and	and	CCONJ
fcis-1702	57	9	the	the	DET
fcis-1702	57	10	superiority	superiority	NOUN
fcis-1702	57	11	of	of	ADP
fcis-1702	57	12	classification	classification	NOUN
fcis-1702	57	13	effect	effect	NOUN
fcis-1702	57	14	,	,	PUNCT
fcis-1702	57	15	this	this	DET
fcis-1702	57	16	paper	paper	NOUN
fcis-1702	57	17	adopts	adopt	VERB
fcis-1702	57	18	support	support	NOUN
fcis-1702	57	19	vector	vector	NOUN
fcis-1702	57	20	machine	machine	NOUN
fcis-1702	57	21	as	as	ADP
fcis-1702	57	22	the	the	DET
fcis-1702	57	23	training	training	NOUN
fcis-1702	57	24	classifier	classifier	NOUN
fcis-1702	57	25	of	of	ADP
fcis-1702	57	26	ocr	ocr	PROPN
fcis-1702	57	27	model	model	NOUN
fcis-1702	57	28	.	.	PUNCT
fcis-1702	58	1	2.3.1	2.3.1	X
fcis-1702	58	2	.	.	PUNCT
fcis-1702	58	3	svm	svm	PROPN
fcis-1702	58	4	theory	theory	NOUN
fcis-1702	58	5	the	the	DET
fcis-1702	58	6	basic	basic	ADJ
fcis-1702	58	7	idea	idea	NOUN
fcis-1702	58	8	of	of	ADP
fcis-1702	58	9	svm[4	svm[4	NOUN
fcis-1702	58	10	]	]	PUNCT
fcis-1702	58	11	is	be	AUX
fcis-1702	58	12	binary	binary	ADJ
fcis-1702	58	13	classification	classification	NOUN
fcis-1702	58	14	,	,	PUNCT
fcis-1702	58	15	which	which	PRON
fcis-1702	58	16	aims	aim	VERB
fcis-1702	58	17	to	to	PART
fcis-1702	58	18	find	find	VERB
fcis-1702	58	19	the	the	DET
fcis-1702	58	20	best	well	ADV
fcis-1702	58	21	separating	separate	VERB
fcis-1702	58	22	hyperplane	hyperplane	NOUN
fcis-1702	58	23	in	in	ADP
fcis-1702	58	24	the	the	DET
fcis-1702	58	25	feature	feature	NOUN
fcis-1702	58	26	space	space	NOUN
fcis-1702	58	27	so	so	SCONJ
fcis-1702	58	28	that	that	SCONJ
fcis-1702	58	29	the	the	DET
fcis-1702	58	30	training	training	NOUN
fcis-1702	58	31	set	set	NOUN
fcis-1702	58	32	samples	sample	NOUN
fcis-1702	58	33	in	in	ADP
fcis-1702	58	34	the	the	DET
fcis-1702	58	35	training	training	NOUN
fcis-1702	58	36	set	set	NOUN
fcis-1702	58	37	produce	produce	VERB
fcis-1702	58	38	the	the	DET
fcis-1702	58	39	maximum	maximum	ADJ
fcis-1702	58	40	positive	positive	ADJ
fcis-1702	58	41	and	and	CCONJ
fcis-1702	58	42	negative	negative	ADJ
fcis-1702	58	43	intervals	interval	NOUN
fcis-1702	58	44	.	.	PUNCT
fcis-1702	59	1	for	for	ADP
fcis-1702	59	2	the	the	DET
fcis-1702	59	3	sample	sample	NOUN
fcis-1702	59	4	set	set	VERB
fcis-1702	59	5	t={(x1,y1	t={(x1,y1	NOUN
fcis-1702	59	6	)	)	PUNCT
fcis-1702	59	7	,	,	PUNCT
fcis-1702	59	8	(	(	PUNCT
fcis-1702	59	9	x2,y2	x2,y2	PROPN
fcis-1702	59	10	)	)	PUNCT
fcis-1702	59	11	,	,	PUNCT
fcis-1702	59	12	(	(	PUNCT
fcis-1702	59	13	x3,y3	x3,y3	PROPN
fcis-1702	59	14	)	)	PUNCT
fcis-1702	59	15	,	,	PUNCT
fcis-1702	59	16	(	(	PUNCT
fcis-1702	59	17	x4,y4),	x4,y4),	PROPN
fcis-1702	59	18	…	…	SYM
fcis-1702	59	19	,(xi	,(xi	NOUN
fcis-1702	59	20	,	,	PUNCT
fcis-1702	59	21	yi	yi	PROPN
fcis-1702	59	22	)	)	PUNCT
fcis-1702	59	23	}	}	PUNCT
fcis-1702	59	24	,	,	PUNCT
fcis-1702	59	25	xi	xi	PROPN
fcis-1702	59	26	stands	stand	VERB
fcis-1702	59	27	for	for	ADP
fcis-1702	59	28	sample	sample	NOUN
fcis-1702	59	29	,	,	PUNCT
fcis-1702	59	30	yi∈{+1,-1	yi∈{+1,-1	NOUN
fcis-1702	59	31	}	}	PUNCT
fcis-1702	59	32	,	,	PUNCT
fcis-1702	59	33	i	i	PRON
fcis-1702	59	34	denotes	denote	VERB
fcis-1702	59	35	the	the	DET
fcis-1702	59	36	i	i	PROPN
fcis-1702	59	37	-	-	PUNCT
fcis-1702	59	38	th	th	X
fcis-1702	59	39	sample	sample	NOUN
fcis-1702	59	40	fig	fig	NOUN
fcis-1702	59	41	.	.	PUNCT
fcis-1702	60	1	1	1	NUM
fcis-1702	60	2	schematic	schematic	ADJ
fcis-1702	60	3	diagram	diagram	NOUN
fcis-1702	60	4	of	of	ADP
fcis-1702	60	5	linear	linear	PROPN
fcis-1702	60	6	support	support	NOUN
fcis-1702	60	7	vector	vector	NOUN
fcis-1702	60	8	machine	machine	NOUN
fcis-1702	60	9	in	in	ADP
fcis-1702	60	10	the	the	DET
fcis-1702	60	11	figure	figure	NOUN
fcis-1702	60	12	1	1	NUM
fcis-1702	60	13	,	,	PUNCT
fcis-1702	60	14	the	the	DET
fcis-1702	60	15	circle	circle	NOUN
fcis-1702	60	16	represents	represent	VERB
fcis-1702	60	17	the	the	DET
fcis-1702	60	18	positive	positive	ADJ
fcis-1702	60	19	sample	sample	NOUN
fcis-1702	60	20	,	,	PUNCT
fcis-1702	60	21	the	the	DET
fcis-1702	60	22	pentagram	pentagram	NOUN
fcis-1702	60	23	represents	represent	VERB
fcis-1702	60	24	the	the	DET
fcis-1702	60	25	negative	negative	ADJ
fcis-1702	60	26	sample	sample	NOUN
fcis-1702	60	27	,	,	PUNCT
fcis-1702	60	28	and	and	CCONJ
fcis-1702	60	29	h	h	NOUN
fcis-1702	60	30	represents	represent	VERB
fcis-1702	60	31	the	the	DET
fcis-1702	60	32	hyperplane	hyperplane	NOUN
fcis-1702	60	33	,	,	PUNCT
fcis-1702	60	34	which	which	PRON
fcis-1702	60	35	can	can	AUX
fcis-1702	60	36	be	be	AUX
fcis-1702	60	37	represented	represent	VERB
fcis-1702	60	38	by	by	ADP
fcis-1702	60	39	the	the	DET
fcis-1702	60	40	linear	linear	PROPN
fcis-1702	60	41	equation	equation	NOUN
fcis-1702	60	42	ωx+b=0	ωx+b=0	NOUN
fcis-1702	60	43	.	.	PUNCT
fcis-1702	61	1	the	the	DET
fcis-1702	61	2	equation	equation	NOUN
fcis-1702	61	3	w	w	NOUN
fcis-1702	61	4	represents	represent	VERB
fcis-1702	61	5	the	the	DET
fcis-1702	61	6	normal	normal	ADJ
fcis-1702	61	7	vector	vector	NOUN
fcis-1702	61	8	,	,	PUNCT
fcis-1702	61	9	which	which	PRON
fcis-1702	61	10	is	be	AUX
fcis-1702	61	11	represented	represent	VERB
fcis-1702	61	12	by	by	ADP
fcis-1702	61	13	ωx+b=+1	ωx+b=+1	NOUN
fcis-1702	61	14	and	and	CCONJ
fcis-1702	61	15	ωx+b=1	ωx+b=1	NOUN
fcis-1702	61	16	,	,	PUNCT
fcis-1702	61	17	respectively	respectively	ADV
fcis-1702	61	18	,	,	PUNCT
fcis-1702	61	19	and	and	CCONJ
fcis-1702	61	20	the	the	DET
fcis-1702	61	21	distance	distance	NOUN
fcis-1702	61	22	between	between	ADP
fcis-1702	61	23	the	the	DET
fcis-1702	61	24	two	two	NUM
fcis-1702	61	25	planes	plane	NOUN
fcis-1702	61	26	is	be	AUX
fcis-1702	61	27	2	2	NUM
fcis-1702	61	28	/	/	SYM
fcis-1702	61	29	ω	ω	NUM
fcis-1702	61	30	,	,	PUNCT
fcis-1702	61	31	.	.	PUNCT
fcis-1702	62	1	the	the	DET
fcis-1702	62	2	core	core	ADJ
fcis-1702	62	3	idea	idea	NOUN
fcis-1702	62	4	of	of	ADP
fcis-1702	62	5	linear	linear	PROPN
fcis-1702	62	6	support	support	NOUN
fcis-1702	62	7	vector	vector	NOUN
fcis-1702	62	8	machine	machine	NOUN
fcis-1702	62	9	is	be	AUX
fcis-1702	62	10	to	to	PART
fcis-1702	62	11	solve	solve	VERB
fcis-1702	62	12	the	the	DET
fcis-1702	62	13	optimal	optimal	ADJ
fcis-1702	62	14	hyperplane	hyperplane	NOUN
fcis-1702	62	15	h	h	NOUN
fcis-1702	62	16	,	,	PUNCT
fcis-1702	62	17	which	which	PRON
fcis-1702	62	18	is	be	AUX
fcis-1702	62	19	equivalent	equivalent	ADJ
fcis-1702	62	20	to	to	ADP
fcis-1702	62	21	the	the	DET
fcis-1702	62	22	process	process	NOUN
fcis-1702	62	23	of	of	ADP
fcis-1702	62	24	solving	solve	VERB
fcis-1702	62	25	for	for	ADP
fcis-1702	62	26	w	w	PROPN
fcis-1702	62	27	and	and	CCONJ
fcis-1702	62	28	b.	b.	PROPN
fcis-1702	62	29	as	as	SCONJ
fcis-1702	62	30	shown	show	VERB
fcis-1702	62	31	in	in	ADP
fcis-1702	62	32	eq	eq	PROPN
fcis-1702	62	33	.	.	PUNCT
fcis-1702	63	1	{	{	PUNCT
fcis-1702	63	2	𝑚𝑖𝑛	𝑚𝑖𝑛	NOUN
fcis-1702	63	3	1	1	NUM
fcis-1702	63	4	2	2	NUM
fcis-1702	63	5	||𝜔||2	||𝜔||2	NOUN
fcis-1702	63	6	𝑠.	𝑠.	NOUN
fcis-1702	63	7	𝑡	𝑡	X
fcis-1702	64	1	𝑦𝑖(𝜔𝑥𝑖	𝑦𝑖(𝜔𝑥𝑖	PROPN
fcis-1702	65	1	+	+	CCONJ
fcis-1702	66	1	𝑏	𝑏	NOUN
fcis-1702	66	2	)	)	PUNCT
fcis-1702	66	3	≥	≥	NOUN
fcis-1702	66	4	1	1	NUM
fcis-1702	66	5	,	,	PUNCT
fcis-1702	66	6	𝑖	𝑖	NOUN
fcis-1702	66	7	=	=	SYM
fcis-1702	66	8	1,2	1,2	NUM
fcis-1702	66	9	,	,	PUNCT
fcis-1702	66	10	.	.	PUNCT
fcis-1702	66	11	.	.	PUNCT
fcis-1702	67	1	.	.	PUNCT
fcis-1702	68	1	,	,	PUNCT
fcis-1702	68	2	𝑛	𝑛	DET
fcis-1702	68	3	introduction	introduction	NOUN
fcis-1702	68	4	of	of	ADP
fcis-1702	68	5	lagrangian	lagrangian	ADJ
fcis-1702	68	6	operator	operator	NOUN
fcis-1702	68	7	and	and	CCONJ
fcis-1702	68	8	build	build	VERB
fcis-1702	68	9	function	function	NOUN
fcis-1702	68	10	:	:	PUNCT
fcis-1702	68	11	𝐽(𝜔	𝐽(𝜔	NUM
fcis-1702	68	12	,	,	PUNCT
fcis-1702	68	13	𝑏	𝑏	NOUN
fcis-1702	68	14	,	,	PUNCT
fcis-1702	68	15	𝑎	𝑎	NOUN
fcis-1702	68	16	)	)	PUNCT
fcis-1702	68	17	=	=	SYM
fcis-1702	68	18	1	1	NUM
fcis-1702	68	19	2	2	NUM
fcis-1702	68	20	𝜔𝑇𝜔	𝜔𝑇𝜔	PUNCT
fcis-1702	68	21	−∑𝑎𝑖[𝑦𝑖(𝜔𝑥𝑖	−∑𝑎𝑖[𝑦𝑖(𝜔𝑥𝑖	PROPN
fcis-1702	68	22	+	+	CCONJ
fcis-1702	68	23	𝑏	𝑏	NOUN
fcis-1702	68	24	)	)	PUNCT
fcis-1702	68	25	−	−	PROPN
fcis-1702	68	26	1	1	NUM
fcis-1702	68	27	]	]	SYM
fcis-1702	68	28	𝑛	𝑛	PROPN
fcis-1702	68	29	𝑖=1	𝑖=1	PROPN
fcis-1702	68	30	where	where	SCONJ
fcis-1702	68	31	ai	ai	NOUN
fcis-1702	68	32	is	be	AUX
fcis-1702	68	33	greater	great	ADJ
fcis-1702	68	34	than	than	ADP
fcis-1702	68	35	0	0	NUM
fcis-1702	68	36	,	,	PUNCT
fcis-1702	68	37	then	then	ADV
fcis-1702	68	38	set	set	VERB
fcis-1702	68	39	w	w	PROPN
fcis-1702	68	40	and	and	CCONJ
fcis-1702	68	41	b	b	NOUN
fcis-1702	68	42	to	to	PART
fcis-1702	68	43	0	0	NUM
fcis-1702	68	44	and	and	CCONJ
fcis-1702	68	45	then	then	ADV
fcis-1702	68	46	find	find	VERB
fcis-1702	68	47	the	the	DET
fcis-1702	68	48	partial	partial	ADJ
fcis-1702	68	49	derivative	derivative	NOUN
fcis-1702	68	50	,	,	PUNCT
fcis-1702	68	51	as	as	SCONJ
fcis-1702	68	52	shown	show	VERB
fcis-1702	68	53	in	in	ADP
fcis-1702	68	54	eq	eq	PROPN
fcis-1702	68	55	.	.	PUNCT
fcis-1702	68	56	{	{	PUNCT
fcis-1702	69	1	∂𝐽	∂𝐽	PROPN
fcis-1702	69	2	∂𝜔	∂𝜔	PROPN
fcis-1702	69	3	=	=	SYM
fcis-1702	69	4	0	0	PUNCT
fcis-1702	70	1	∂𝐽	∂𝐽	NUM
fcis-1702	70	2	∂𝑏	∂𝑏	ADV
fcis-1702	70	3	=	=	SYM
fcis-1702	70	4	0	0	NUM
fcis-1702	71	1	solving	solve	VERB
fcis-1702	71	2	the	the	DET
fcis-1702	71	3	above	above	ADJ
fcis-1702	71	4	equation	equation	NOUN
fcis-1702	71	5	yields	yield	VERB
fcis-1702	71	6	the	the	DET
fcis-1702	71	7	following	follow	VERB
fcis-1702	71	8	equation	equation	NOUN
fcis-1702	71	9	{	{	PUNCT
fcis-1702	71	10	𝜔	𝜔	PROPN
fcis-1702	71	11	=	=	NOUN
fcis-1702	71	12	∑𝑎𝑖𝑦𝑖𝑥𝑖	∑𝑎𝑖𝑦𝑖𝑥𝑖	PROPN
fcis-1702	71	13	𝑛	𝑛	PRON
fcis-1702	71	14	𝑖=1	𝑖=1	PUNCT
fcis-1702	71	15	∑𝑎𝑖𝑦𝑖	∑𝑎𝑖𝑦𝑖	NOUN
fcis-1702	71	16	𝑛	𝑛	PRON
fcis-1702	71	17	𝑖=1	𝑖=1	PUNCT
fcis-1702	72	1	=	=	SYM
fcis-1702	72	2	0	0	NUM
fcis-1702	73	1	the	the	DET
fcis-1702	73	2	pairwise	pairwise	NOUN
fcis-1702	73	3	problem	problem	NOUN
fcis-1702	73	4	in	in	ADP
fcis-1702	73	5	the	the	DET
fcis-1702	73	6	quadratic	quadratic	ADJ
fcis-1702	73	7	programming	programming	NOUN
fcis-1702	73	8	problem	problem	NOUN
fcis-1702	73	9	can	can	AUX
fcis-1702	73	10	be	be	AUX
fcis-1702	73	11	obtained	obtain	VERB
fcis-1702	73	12	by	by	ADP
fcis-1702	73	13	sorting	sort	VERB
fcis-1702	73	14	j	j	PROPN
fcis-1702	73	15	according	accord	VERB
fcis-1702	73	16	to	to	ADP
fcis-1702	73	17	the	the	DET
fcis-1702	73	18	above	above	ADJ
fcis-1702	73	19	results	result	NOUN
fcis-1702	73	20	{	{	PUNCT
fcis-1702	73	21	𝑚𝑎𝑥	𝑚𝑎𝑥	ADJ
fcis-1702	73	22	𝑄	𝑄	PROPN
fcis-1702	73	23	(	(	PUNCT
fcis-1702	73	24	𝑎	𝑎	NOUN
fcis-1702	73	25	)	)	PUNCT
fcis-1702	73	26	=	=	SYM
fcis-1702	73	27	𝐽(𝜔	𝐽(𝜔	NUM
fcis-1702	73	28	,	,	PUNCT
fcis-1702	73	29	𝑏	𝑏	NOUN
fcis-1702	73	30	,	,	PUNCT
fcis-1702	73	31	𝑎	𝑎	NOUN
fcis-1702	73	32	)	)	PUNCT
fcis-1702	73	33	=	=	NOUN
fcis-1702	73	34	∑𝑎𝑖	∑𝑎𝑖	NOUN
fcis-1702	73	35	−	−	NUM
fcis-1702	73	36	1	1	NUM
fcis-1702	73	37	2	2	NUM
fcis-1702	73	38	∑∑𝑎𝑖𝑎𝑗𝑦𝑖𝑦𝑗𝑥𝑖	∑∑𝑎𝑖𝑎𝑗𝑦𝑖𝑦𝑗𝑥𝑖	PUNCT
fcis-1702	73	39	𝑇𝑥𝑗	𝑇𝑥𝑗	PROPN
fcis-1702	73	40	𝑛	𝑛	PRON
fcis-1702	73	41	𝑖=1	𝑖=1	PROPN
fcis-1702	73	42	𝑛	𝑛	PRON
fcis-1702	73	43	𝑖=1	𝑖=1	PUNCT
fcis-1702	73	44	𝑛	𝑛	PRON
fcis-1702	73	45	𝑖=1	𝑖=1	PROPN
fcis-1702	73	46	𝑠.	𝑠.	NOUN
fcis-1702	73	47	𝑡.	𝑡.	VERB
fcis-1702	73	48	∑𝑎𝑖𝑦𝑖	∑𝑎𝑖𝑦𝑖	PROPN
fcis-1702	74	1	=	=	PUNCT
fcis-1702	74	2	0	0	NUM
fcis-1702	74	3	,	,	PUNCT
fcis-1702	74	4	𝑎𝑖	𝑎𝑖	DET
fcis-1702	74	5	≥	≥	NOUN
fcis-1702	74	6	0	0	NUM
fcis-1702	75	1	𝑛	𝑛	PRON
fcis-1702	75	2	𝑖=1	𝑖=1	PROPN
fcis-1702	75	3	the	the	DET
fcis-1702	75	4	maximization	maximization	NOUN
fcis-1702	75	5	of	of	ADP
fcis-1702	75	6	q	q	PROPN
fcis-1702	75	7	(	(	PUNCT
fcis-1702	75	8	)	)	PUNCT
fcis-1702	75	9	is	be	AUX
fcis-1702	75	10	related	relate	VERB
fcis-1702	75	11	to	to	ADP
fcis-1702	75	12	the	the	DET
fcis-1702	75	13	sample	sample	NOUN
fcis-1702	75	14	data	datum	NOUN
fcis-1702	75	15	,	,	PUNCT
fcis-1702	75	16	and	and	CCONJ
fcis-1702	75	17	the	the	DET
fcis-1702	75	18	optimal	optimal	ADJ
fcis-1702	75	19	lagrangian	lagrangian	ADJ
fcis-1702	75	20	operator	operator	NOUN
fcis-1702	75	21	a	a	PRON
fcis-1702	75	22	*	*	PUNCT
fcis-1702	75	23	can	can	AUX
fcis-1702	75	24	be	be	AUX
fcis-1702	75	25	obtained	obtain	VERB
fcis-1702	75	26	by	by	ADP
fcis-1702	75	27	solving	solve	VERB
fcis-1702	75	28	eq	eq	ADJ
fcis-1702	75	29	.	.	PUNCT
fcis-1702	76	1	(	(	PUNCT
fcis-1702	76	2	3.7	3.7	NUM
fcis-1702	76	3	)	)	PUNCT
fcis-1702	76	4	,	,	PUNCT
fcis-1702	76	5	when	when	SCONJ
fcis-1702	76	6	the	the	DET
fcis-1702	76	7	optimal	optimal	ADJ
fcis-1702	76	8	solutions	solution	NOUN
fcis-1702	76	9	of	of	ADP
fcis-1702	76	10	ω	ω	PROPN
fcis-1702	76	11	and	and	CCONJ
fcis-1702	76	12	b	b	NOUN
fcis-1702	76	13	are	be	AUX
fcis-1702	76	14	:	:	PUNCT
fcis-1702	76	15	40	40	NUM
fcis-1702	76	16	{	{	SYM
fcis-1702	76	17	𝜔	𝜔	PART
fcis-1702	76	18	*	*	PUNCT
fcis-1702	76	19	=	=	NOUN
fcis-1702	76	20	∑𝑎𝑖	∑𝑎𝑖	X
fcis-1702	76	21	*	*	PUNCT
fcis-1702	76	22	𝑦𝑖𝑥𝑖	𝑦𝑖𝑥𝑖	NOUN
fcis-1702	76	23	𝑛	𝑛	PRON
fcis-1702	76	24	𝑖=1	𝑖=1	PUNCT
fcis-1702	77	1	𝑏	𝑏	PROPN
fcis-1702	77	2	*	*	PUNCT
fcis-1702	77	3	=	=	SYM
fcis-1702	77	4	𝑦𝑖	𝑦𝑖	NUM
fcis-1702	77	5	−	−	NOUN
fcis-1702	77	6	𝜔	𝜔	X
fcis-1702	77	7	*	*	PUNCT
fcis-1702	77	8	=	=	NOUN
fcis-1702	77	9	∑𝑎𝑖	∑𝑎𝑖	X
fcis-1702	77	10	*	*	PUNCT
fcis-1702	77	11	𝑦𝑖(𝑥𝑖	𝑦𝑖(𝑥𝑖	PROPN
fcis-1702	77	12	�	�	PROPN
fcis-1702	77	13	𝑥𝑗	𝑥𝑗	PROPN
fcis-1702	77	14	)	)	PUNCT
fcis-1702	77	15	𝑛	𝑛	PRON
fcis-1702	77	16	𝑖=1	𝑖=1	PROPN
fcis-1702	78	1	the	the	DET
fcis-1702	78	2	constructed	construct	VERB
fcis-1702	78	3	hyperplane	hyperplane	NOUN
fcis-1702	78	4	h	h	NOUN
fcis-1702	78	5	*	*	PROPN
fcis-1702	78	6	is	be	AUX
fcis-1702	78	7	:	:	PUNCT
fcis-1702	78	8	𝜔*𝑥	𝜔*𝑥	PROPN
fcis-1702	79	1	+	+	CCONJ
fcis-1702	79	2	𝑏	𝑏	NOUN
fcis-1702	79	3	*	*	PUNCT
fcis-1702	79	4	=	=	SYM
fcis-1702	79	5	0	0	NOUN
fcis-1702	80	1	the	the	DET
fcis-1702	80	2	decision	decision	NOUN
fcis-1702	80	3	function	function	NOUN
fcis-1702	80	4	is	be	AUX
fcis-1702	80	5	:	:	PUNCT
fcis-1702	80	6	𝑓(𝑥	𝑓(𝑥	NOUN
fcis-1702	80	7	)	)	PUNCT
fcis-1702	81	1	=	=	SYM
fcis-1702	81	2	𝑠𝑔𝑛[∑𝑎𝑖	𝑠𝑔𝑛[∑𝑎𝑖	PROPN
fcis-1702	81	3	*	*	PUNCT
fcis-1702	81	4	𝑦𝑖(𝑥𝑖	𝑦𝑖(𝑥𝑖	PROPN
fcis-1702	81	5	�	�	PROPN
fcis-1702	81	6	𝑥	𝑥	NOUN
fcis-1702	81	7	)	)	PUNCT
fcis-1702	81	8	+	+	CCONJ
fcis-1702	82	1	𝑏	𝑏	PROPN
fcis-1702	82	2	*	*	PUNCT
fcis-1702	82	3	𝑛	𝑛	PROPN
fcis-1702	82	4	𝑖=1	𝑖=1	PUNCT
fcis-1702	82	5	]	]	PUNCT
fcis-1702	82	6	when	when	SCONJ
fcis-1702	82	7	f(x	f(x	PROPN
fcis-1702	82	8	)	)	PUNCT
fcis-1702	82	9	>	>	X
fcis-1702	82	10	0	0	NUM
fcis-1702	82	11	,	,	PUNCT
fcis-1702	82	12	the	the	DET
fcis-1702	82	13	sample	sample	NOUN
fcis-1702	82	14	is	be	AUX
fcis-1702	82	15	positive	positive	ADJ
fcis-1702	82	16	;	;	PUNCT
fcis-1702	82	17	when	when	SCONJ
fcis-1702	82	18	f(x	f(x	PROPN
fcis-1702	82	19	)	)	PUNCT
fcis-1702	82	20	<	<	X
fcis-1702	82	21	0	0	NUM
fcis-1702	82	22	,	,	PUNCT
fcis-1702	82	23	the	the	DET
fcis-1702	82	24	sample	sample	NOUN
fcis-1702	82	25	is	be	AUX
fcis-1702	82	26	negative	negative	ADJ
fcis-1702	82	27	.	.	PUNCT
fcis-1702	83	1	the	the	DET
fcis-1702	83	2	basic	basic	ADJ
fcis-1702	83	3	idea	idea	NOUN
fcis-1702	83	4	of	of	ADP
fcis-1702	83	5	nonlinear	nonlinear	ADJ
fcis-1702	83	6	support	support	NOUN
fcis-1702	83	7	vector	vector	NOUN
fcis-1702	83	8	machines	machine	NOUN
fcis-1702	83	9	is	be	AUX
fcis-1702	83	10	similar	similar	ADJ
fcis-1702	83	11	to	to	ADP
fcis-1702	83	12	that	that	PRON
fcis-1702	83	13	of	of	ADP
fcis-1702	83	14	linear	linear	PROPN
fcis-1702	83	15	support	support	NOUN
fcis-1702	83	16	vector	vector	NOUN
fcis-1702	83	17	machines	machine	NOUN
fcis-1702	83	18	,	,	PUNCT
fcis-1702	83	19	with	with	ADP
fcis-1702	83	20	the	the	DET
fcis-1702	83	21	difference	difference	NOUN
fcis-1702	83	22	that	that	PRON
fcis-1702	83	23	it	it	PRON
fcis-1702	83	24	requires	require	VERB
fcis-1702	83	25	the	the	DET
fcis-1702	83	26	use	use	NOUN
fcis-1702	83	27	of	of	ADP
fcis-1702	83	28	kernel	kernel	NOUN
fcis-1702	83	29	functions	function	NOUN
fcis-1702	83	30	that	that	PRON
fcis-1702	83	31	map	map	VERB
fcis-1702	83	32	the	the	DET
fcis-1702	83	33	original	original	ADJ
fcis-1702	83	34	feature	feature	NOUN
fcis-1702	83	35	space	space	NOUN
fcis-1702	83	36	to	to	ADP
fcis-1702	83	37	the	the	DET
fcis-1702	83	38	high	high	ADV
fcis-1702	83	39	-	-	PUNCT
fcis-1702	83	40	dimensional	dimensional	ADJ
fcis-1702	83	41	feature	feature	NOUN
fcis-1702	83	42	space	space	NOUN
fcis-1702	83	43	,	,	PUNCT
fcis-1702	83	44	and	and	CCONJ
fcis-1702	83	45	then	then	ADV
fcis-1702	83	46	perform	perform	VERB
fcis-1702	83	47	the	the	DET
fcis-1702	83	48	optimal	optimal	ADJ
fcis-1702	83	49	hyperplane	hyperplane	NOUN
fcis-1702	83	50	for	for	ADP
fcis-1702	83	51	the	the	DET
fcis-1702	83	52	samples	sample	NOUN
fcis-1702	83	53	in	in	ADP
fcis-1702	83	54	the	the	DET
fcis-1702	83	55	high	high	ADV
fcis-1702	83	56	-	-	PUNCT
fcis-1702	83	57	dimensional	dimensional	ADJ
fcis-1702	83	58	feature	feature	NOUN
fcis-1702	83	59	space	space	NOUN
fcis-1702	83	60	the	the	DET
fcis-1702	83	61	principle	principle	NOUN
fcis-1702	83	62	is	be	AUX
fcis-1702	83	63	shown	show	VERB
fcis-1702	83	64	in	in	ADP
fcis-1702	83	65	figure	figure	NOUN
fcis-1702	83	66	2	2	NUM
fcis-1702	83	67	.	.	PUNCT
fcis-1702	83	68	fig	fig	NOUN
fcis-1702	83	69	.	.	PUNCT
fcis-1702	84	1	2	2	NUM
fcis-1702	84	2	mapping	mapping	NOUN
fcis-1702	84	3	of	of	ADP
fcis-1702	84	4	original	original	ADJ
fcis-1702	84	5	feature	feature	NOUN
fcis-1702	84	6	space	space	NOUN
fcis-1702	84	7	to	to	ADP
fcis-1702	84	8	higher	high	ADJ
fcis-1702	84	9	dimensional	dimensional	ADJ
fcis-1702	84	10	feature	feature	NOUN
fcis-1702	84	11	space	space	NOUN
fcis-1702	84	12	2.3.2	2.3.2	NUM
fcis-1702	84	13	.	.	PUNCT
fcis-1702	84	14	training	training	NOUN
fcis-1702	84	15	classifier	classifier	NOUN
fcis-1702	84	16	and	and	CCONJ
fcis-1702	84	17	recognition	recognition	NOUN
fcis-1702	84	18	process	process	NOUN
fcis-1702	84	19	the	the	DET
fcis-1702	84	20	steps	step	NOUN
fcis-1702	84	21	for	for	ADP
fcis-1702	84	22	training	train	VERB
fcis-1702	84	23	the	the	DET
fcis-1702	84	24	classifier	classifier	NOUN
fcis-1702	84	25	and	and	CCONJ
fcis-1702	84	26	using	use	VERB
fcis-1702	84	27	the	the	DET
fcis-1702	84	28	classifier	classifier	NOUN
fcis-1702	84	29	for	for	ADP
fcis-1702	84	30	cigarette	cigarette	NOUN
fcis-1702	84	31	box	box	NOUN
fcis-1702	84	32	character	character	NOUN
fcis-1702	84	33	recognition	recognition	NOUN
fcis-1702	84	34	are	be	AUX
fcis-1702	84	35	as	as	SCONJ
fcis-1702	84	36	follows	follow	VERB
fcis-1702	84	37	:	:	PUNCT
fcis-1702	84	38	step	step	NOUN
fcis-1702	84	39	1	1	NUM
fcis-1702	84	40	:	:	PUNCT
fcis-1702	84	41	prepare	prepare	VERB
fcis-1702	84	42	the	the	DET
fcis-1702	84	43	character	character	NOUN
fcis-1702	84	44	image	image	NOUN
fcis-1702	84	45	and	and	CCONJ
fcis-1702	84	46	segment	segment	VERB
fcis-1702	84	47	the	the	DET
fcis-1702	84	48	single	single	ADJ
fcis-1702	84	49	character	character	NOUN
fcis-1702	84	50	image	image	NOUN
fcis-1702	84	51	,	,	PUNCT
fcis-1702	84	52	identify	identify	VERB
fcis-1702	84	53	and	and	CCONJ
fcis-1702	84	54	normalize	normalize	VERB
fcis-1702	84	55	the	the	DET
fcis-1702	84	56	size	size	NOUN
fcis-1702	84	57	of	of	ADP
fcis-1702	84	58	the	the	DET
fcis-1702	84	59	character	character	NOUN
fcis-1702	84	60	image	image	NOUN
fcis-1702	84	61	,	,	PUNCT
fcis-1702	84	62	and	and	CCONJ
fcis-1702	84	63	save	save	VERB
fcis-1702	84	64	it	it	PRON
fcis-1702	84	65	to	to	ADP
fcis-1702	84	66	the	the	DET
fcis-1702	84	67	corresponding	corresponding	ADJ
fcis-1702	84	68	identification	identification	NOUN
fcis-1702	84	69	folder	folder	NOUN
fcis-1702	84	70	.	.	PUNCT
fcis-1702	85	1	step	step	NOUN
fcis-1702	85	2	2	2	NUM
fcis-1702	85	3	:	:	PUNCT
fcis-1702	85	4	create	create	VERB
fcis-1702	85	5	.	.	PUNCT
fcis-1702	86	1	trf	trf	PROPN
fcis-1702	86	2	training	training	NOUN
fcis-1702	86	3	file	file	NOUN
fcis-1702	86	4	,	,	PUNCT
fcis-1702	86	5	traverse	traverse	VERB
fcis-1702	86	6	the	the	DET
fcis-1702	86	7	folder	folder	NOUN
fcis-1702	86	8	and	and	CCONJ
fcis-1702	86	9	add	add	VERB
fcis-1702	86	10	the	the	DET
fcis-1702	86	11	character	character	NOUN
fcis-1702	86	12	images	image	NOUN
fcis-1702	86	13	to	to	ADP
fcis-1702	86	14	the	the	DET
fcis-1702	86	15	training	training	NOUN
fcis-1702	86	16	file	file	NOUN
fcis-1702	86	17	using	use	VERB
fcis-1702	86	18	the	the	DET
fcis-1702	86	19	append_ocr_trainf	append_ocr_trainf	ADJ
fcis-1702	86	20	statement	statement	NOUN
fcis-1702	86	21	file	file	NOUN
fcis-1702	86	22	.	.	PUNCT
fcis-1702	87	1	step	step	NOUN
fcis-1702	87	2	3	3	NUM
fcis-1702	87	3	:	:	PUNCT
fcis-1702	87	4	creating	create	VERB
fcis-1702	87	5	classifiers	classifier	NOUN
fcis-1702	87	6	using	use	VERB
fcis-1702	87	7	the	the	DET
fcis-1702	87	8	create_ocr_class_svm	create_ocr_class_svm	ADJ
fcis-1702	87	9	statement	statement	NOUN
fcis-1702	87	10	.	.	PUNCT
fcis-1702	88	1	step	step	NOUN
fcis-1702	88	2	4	4	NUM
fcis-1702	88	3	:	:	PUNCT
fcis-1702	88	4	training	train	VERB
fcis-1702	88	5	the	the	DET
fcis-1702	88	6	classifier	classifier	NOUN
fcis-1702	88	7	using	use	VERB
fcis-1702	88	8	the	the	DET
fcis-1702	88	9	trainf_ocr_class_svm	trainf_ocr_class_svm	NOUN
fcis-1702	88	10	statement	statement	NOUN
fcis-1702	88	11	.	.	PUNCT
fcis-1702	89	1	step	step	NOUN
fcis-1702	89	2	5	5	NUM
fcis-1702	89	3	:	:	PUNCT
fcis-1702	89	4	use	use	VERB
fcis-1702	89	5	the	the	DET
fcis-1702	89	6	write_ocr_class_mlp	write_ocr_class_mlp	NOUN
fcis-1702	89	7	statement	statement	NOUN
fcis-1702	89	8	to	to	PART
fcis-1702	89	9	save	save	VERB
fcis-1702	89	10	the	the	DET
fcis-1702	89	11	.omc	.omc	PROPN
fcis-1702	89	12	file	file	NOUN
fcis-1702	89	13	obtained	obtain	VERB
fcis-1702	89	14	from	from	ADP
fcis-1702	89	15	the	the	DET
fcis-1702	89	16	training	training	NOUN
fcis-1702	89	17	,	,	PUNCT
fcis-1702	89	18	so	so	SCONJ
fcis-1702	89	19	that	that	SCONJ
fcis-1702	89	20	the	the	DET
fcis-1702	89	21	ocr	ocr	ADJ
fcis-1702	89	22	model	model	NOUN
fcis-1702	89	23	training	training	NOUN
fcis-1702	89	24	is	be	AUX
fcis-1702	89	25	complete	complete	ADJ
fcis-1702	89	26	.	.	PUNCT
fcis-1702	90	1	step	step	NOUN
fcis-1702	90	2	6	6	NUM
fcis-1702	90	3	:	:	PUNCT
fcis-1702	90	4	sorting	sort	VERB
fcis-1702	90	5	character	character	NOUN
fcis-1702	90	6	images	image	NOUN
fcis-1702	90	7	using	use	VERB
fcis-1702	90	8	the	the	DET
fcis-1702	90	9	sort_region	sort_region	NOUN
fcis-1702	90	10	statement	statement	NOUN
fcis-1702	90	11	is	be	AUX
fcis-1702	90	12	achieved	achieve	VERB
fcis-1702	90	13	with	with	ADP
fcis-1702	90	14	the	the	DET
fcis-1702	90	15	arguments	argument	NOUN
fcis-1702	90	16	row	row	NOUN
fcis-1702	90	17	,	,	PUNCT
fcis-1702	90	18	true	true	ADJ
fcis-1702	90	19	and	and	CCONJ
fcis-1702	90	20	character	character	NOUN
fcis-1702	90	21	character	character	NOUN
fcis-1702	90	22	regions	region	NOUN
fcis-1702	90	23	in	in	ADP
fcis-1702	90	24	top	top	ADJ
fcis-1702	90	25	-	-	PUNCT
fcis-1702	90	26	to	to	ADP
fcis-1702	90	27	-	-	PUNCT
fcis-1702	90	28	bottom	bottom	NOUN
fcis-1702	90	29	,	,	PUNCT
fcis-1702	90	30	left	leave	VERB
fcis-1702	90	31	-	-	PUNCT
fcis-1702	90	32	to	to	ADP
fcis-1702	90	33	-	-	PUNCT
fcis-1702	90	34	right	right	NOUN
fcis-1702	90	35	order	order	NOUN
fcis-1702	90	36	.	.	PUNCT
fcis-1702	91	1	step	step	NOUN
fcis-1702	91	2	7	7	NUM
fcis-1702	91	3	:	:	PUNCT
fcis-1702	91	4	read	read	VERB
fcis-1702	91	5	the	the	DET
fcis-1702	91	6	.omc	.omc	PROPN
fcis-1702	91	7	file	file	NOUN
fcis-1702	91	8	obtained	obtain	VERB
fcis-1702	91	9	from	from	ADP
fcis-1702	91	10	training	training	NOUN
fcis-1702	91	11	using	use	VERB
fcis-1702	91	12	the	the	DET
fcis-1702	91	13	read_ocr_class_svm	read_ocr_class_svm	ADJ
fcis-1702	91	14	statement	statement	NOUN
fcis-1702	91	15	.	.	PUNCT
fcis-1702	92	1	step	step	NOUN
fcis-1702	92	2	8	8	NUM
fcis-1702	92	3	:	:	PUNCT
fcis-1702	92	4	use	use	NOUN
fcis-1702	92	5	do_ocr_multi_class_svm	do_ocr_multi_class_svm	NOUN
fcis-1702	92	6	for	for	ADP
fcis-1702	92	7	character	character	NOUN
fcis-1702	92	8	region	region	NOUN
fcis-1702	92	9	recognition	recognition	NOUN
fcis-1702	92	10	.	.	PUNCT
fcis-1702	93	1	3	3	X
fcis-1702	93	2	.	.	X
fcis-1702	93	3	experimental	experimental	ADJ
fcis-1702	93	4	results	result	NOUN
fcis-1702	93	5	and	and	CCONJ
fcis-1702	93	6	analysis	analysis	NOUN
fcis-1702	93	7	in	in	ADP
fcis-1702	93	8	this	this	DET
fcis-1702	93	9	paper	paper	NOUN
fcis-1702	93	10	,	,	PUNCT
fcis-1702	93	11	we	we	PRON
fcis-1702	93	12	use	use	VERB
fcis-1702	93	13	150	150	NUM
fcis-1702	93	14	cigarette	cigarette	NOUN
fcis-1702	93	15	box	box	NOUN
fcis-1702	93	16	images	image	NOUN
fcis-1702	93	17	as	as	ADP
fcis-1702	93	18	the	the	DET
fcis-1702	93	19	training	training	NOUN
fcis-1702	93	20	set	set	NOUN
fcis-1702	93	21	,	,	PUNCT
fcis-1702	93	22	and	and	CCONJ
fcis-1702	93	23	each	each	DET
fcis-1702	93	24	image	image	NOUN
fcis-1702	93	25	contains	contain	VERB
fcis-1702	93	26	about	about	ADV
fcis-1702	93	27	124	124	NUM
fcis-1702	93	28	characters	character	NOUN
fcis-1702	93	29	.	.	PUNCT
fcis-1702	94	1	we	we	PRON
fcis-1702	94	2	extract	extract	VERB
fcis-1702	94	3	the	the	DET
fcis-1702	94	4	characters	character	NOUN
fcis-1702	94	5	on	on	ADP
fcis-1702	94	6	each	each	DET
fcis-1702	94	7	cigarette	cigarette	NOUN
fcis-1702	94	8	box	box	NOUN
fcis-1702	94	9	separately	separately	ADV
fcis-1702	94	10	and	and	CCONJ
fcis-1702	94	11	use	use	VERB
fcis-1702	94	12	the	the	DET
fcis-1702	94	13	classifier	classifier	NOUN
fcis-1702	94	14	for	for	ADP
fcis-1702	94	15	training	training	NOUN
fcis-1702	94	16	.	.	PUNCT
fcis-1702	95	1	then	then	ADV
fcis-1702	95	2	we	we	PRON
fcis-1702	95	3	use	use	VERB
fcis-1702	95	4	50	50	NUM
fcis-1702	95	5	cigarette	cigarette	NOUN
fcis-1702	95	6	box	box	NOUN
fcis-1702	95	7	images	image	NOUN
fcis-1702	95	8	as	as	SCONJ
fcis-1702	95	9	the	the	DET
fcis-1702	95	10	test	test	NOUN
fcis-1702	95	11	set	set	VERB
fcis-1702	95	12	to	to	PART
fcis-1702	95	13	verify	verify	VERB
fcis-1702	95	14	the	the	DET
fcis-1702	95	15	effect	effect	NOUN
fcis-1702	95	16	of	of	ADP
fcis-1702	95	17	this	this	DET
fcis-1702	95	18	classifier	classifier	NOUN
fcis-1702	95	19	,	,	PUNCT
fcis-1702	95	20	and	and	CCONJ
fcis-1702	95	21	the	the	DET
fcis-1702	95	22	experimental	experimental	ADJ
fcis-1702	95	23	results	result	NOUN
fcis-1702	95	24	are	be	AUX
fcis-1702	95	25	shown	show	VERB
fcis-1702	95	26	in	in	ADP
fcis-1702	95	27	the	the	DET
fcis-1702	95	28	following	follow	VERB
fcis-1702	95	29	table	table	NOUN
fcis-1702	95	30	and	and	CCONJ
fcis-1702	95	31	the	the	DET
fcis-1702	95	32	recognition	recognition	NOUN
fcis-1702	95	33	results	result	NOUN
fcis-1702	95	34	are	be	AUX
fcis-1702	95	35	shown	show	VERB
fcis-1702	95	36	in	in	ADP
fcis-1702	95	37	figure	figure	NOUN
fcis-1702	95	38	8	8	NUM
fcis-1702	95	39	table	table	NOUN
fcis-1702	95	40	1	1	NUM
fcis-1702	95	41	.	.	PUNCT
fcis-1702	95	42	experimental	experimental	ADJ
fcis-1702	95	43	results	result	NOUN
fcis-1702	95	44	of	of	ADP
fcis-1702	95	45	classifier	classifier	NOUN
fcis-1702	95	46	classifier	classifier	NOUN
fcis-1702	95	47	number	number	NOUN
fcis-1702	95	48	of	of	ADP
fcis-1702	95	49	recognized	recognize	VERB
fcis-1702	95	50	characters	character	NOUN
fcis-1702	95	51	correct	correct	VERB
fcis-1702	95	52	identification	identification	NOUN
fcis-1702	95	53	average	average	ADJ
fcis-1702	95	54	confidence	confidence	NOUN
fcis-1702	95	55	level	level	NOUN
fcis-1702	95	56	average	average	ADJ
fcis-1702	95	57	recognition	recognition	NOUN
fcis-1702	95	58	time	time	NOUN
fcis-1702	95	59	gmm	gmm	PROPN
fcis-1702	95	60	124	124	NUM
fcis-1702	95	61	115	115	NUM
fcis-1702	95	62	81.58	81.58	NUM
fcis-1702	95	63	%	%	NOUN
fcis-1702	95	64	90ms	90ms	NOUN
fcis-1702	95	65	knn	knn	PROPN
fcis-1702	95	66	124	124	NUM
fcis-1702	95	67	103	103	NUM
fcis-1702	95	68	78.61	78.61	NUM
fcis-1702	95	69	%	%	NOUN
fcis-1702	95	70	86ms	86ms	NOUN
fcis-1702	95	71	svm	svm	NOUN
fcis-1702	95	72	124	124	NUM
fcis-1702	95	73	120	120	NUM
fcis-1702	95	74	97.74	97.74	NUM
fcis-1702	95	75	%	%	NOUN
fcis-1702	95	76	78ms	78ms	NOUN
fcis-1702	96	1	we	we	PRON
fcis-1702	96	2	used	use	VERB
fcis-1702	96	3	three	three	NUM
fcis-1702	96	4	different	different	ADJ
fcis-1702	96	5	classifiers	classifier	NOUN
fcis-1702	96	6	:	:	PUNCT
fcis-1702	96	7	svm	svm	PROPN
fcis-1702	96	8	,	,	PUNCT
fcis-1702	96	9	knn	knn	PROPN
fcis-1702	96	10	and	and	CCONJ
fcis-1702	96	11	gmm	gmm	X
fcis-1702	96	12	to	to	PART
fcis-1702	96	13	experiment	experiment	VERB
fcis-1702	96	14	and	and	CCONJ
fcis-1702	96	15	test	test	VERB
fcis-1702	96	16	the	the	DET
fcis-1702	96	17	data	datum	NOUN
fcis-1702	96	18	,	,	PUNCT
fcis-1702	96	19	and	and	CCONJ
fcis-1702	96	20	found	find	VERB
fcis-1702	96	21	that	that	SCONJ
fcis-1702	96	22	the	the	DET
fcis-1702	96	23	recognition	recognition	NOUN
fcis-1702	96	24	rate	rate	NOUN
fcis-1702	96	25	and	and	CCONJ
fcis-1702	96	26	processing	processing	NOUN
fcis-1702	96	27	time	time	NOUN
fcis-1702	96	28	of	of	ADP
fcis-1702	96	29	svm	svm	PROPN
fcis-1702	96	30	is	be	AUX
fcis-1702	96	31	the	the	DET
fcis-1702	96	32	highest	high	ADJ
fcis-1702	96	33	and	and	CCONJ
fcis-1702	96	34	the	the	DET
fcis-1702	96	35	fastest	fast	ADJ
fcis-1702	96	36	,	,	PUNCT
fcis-1702	96	37	the	the	DET
fcis-1702	96	38	recognition	recognition	NOUN
fcis-1702	96	39	rate	rate	NOUN
fcis-1702	96	40	can	can	AUX
fcis-1702	96	41	reach	reach	VERB
fcis-1702	96	42	96.77	96.77	NUM
fcis-1702	96	43	%	%	NOUN
fcis-1702	96	44	,	,	PUNCT
fcis-1702	96	45	the	the	DET
fcis-1702	96	46	average	average	ADJ
fcis-1702	96	47	confidence	confidence	NOUN
fcis-1702	96	48	is	be	AUX
fcis-1702	96	49	97.74	97.74	NUM
fcis-1702	96	50	%	%	NOUN
fcis-1702	96	51	,	,	PUNCT
fcis-1702	96	52	and	and	CCONJ
fcis-1702	96	53	the	the	DET
fcis-1702	96	54	processing	processing	NOUN
fcis-1702	96	55	time	time	NOUN
fcis-1702	96	56	of	of	ADP
fcis-1702	96	57	a	a	DET
fcis-1702	96	58	single	single	ADJ
fcis-1702	96	59	image	image	NOUN
fcis-1702	96	60	is	be	AUX
fcis-1702	96	61	78ms	78ms	ADJ
fcis-1702	96	62	,	,	PUNCT
fcis-1702	96	63	which	which	PRON
fcis-1702	96	64	is	be	AUX
fcis-1702	96	65	obviously	obviously	ADV
fcis-1702	96	66	better	well	ADJ
fcis-1702	96	67	than	than	ADP
fcis-1702	96	68	other	other	ADJ
fcis-1702	96	69	classifiers	classifier	NOUN
fcis-1702	96	70	and	and	CCONJ
fcis-1702	96	71	meets	meet	VERB
fcis-1702	96	72	the	the	DET
fcis-1702	96	73	requirements	requirement	NOUN
fcis-1702	96	74	of	of	ADP
fcis-1702	96	75	industrial	industrial	ADJ
fcis-1702	96	76	production	production	NOUN
fcis-1702	96	77	.	.	PUNCT
fcis-1702	97	1	4	4	X
fcis-1702	97	2	.	.	X
fcis-1702	97	3	summary	summary	NOUN
fcis-1702	97	4	in	in	ADP
fcis-1702	97	5	this	this	DET
fcis-1702	97	6	paper	paper	NOUN
fcis-1702	97	7	,	,	PUNCT
fcis-1702	97	8	we	we	PRON
fcis-1702	97	9	preprocessed	preprocesse	VERB
fcis-1702	97	10	the	the	DET
fcis-1702	97	11	smoke	smoke	NOUN
fcis-1702	97	12	box	box	NOUN
fcis-1702	97	13	data	data	PROPN
fcis-1702	97	14	,	,	PUNCT
fcis-1702	97	15	including	include	VERB
fcis-1702	97	16	grayscale	grayscale	NOUN
fcis-1702	97	17	variation	variation	NOUN
fcis-1702	97	18	and	and	CCONJ
fcis-1702	97	19	binarization	binarization	NOUN
fcis-1702	97	20	.	.	PUNCT
fcis-1702	98	1	then	then	ADV
fcis-1702	98	2	the	the	DET
fcis-1702	98	3	region	region	NOUN
fcis-1702	98	4	of	of	ADP
fcis-1702	98	5	interest	interest	NOUN
fcis-1702	98	6	is	be	AUX
fcis-1702	98	7	extracted	extract	VERB
fcis-1702	98	8	,	,	PUNCT
fcis-1702	98	9	and	and	CCONJ
fcis-1702	98	10	operations	operation	NOUN
fcis-1702	98	11	such	such	ADJ
fcis-1702	98	12	as	as	ADP
fcis-1702	98	13	threshold	threshold	NOUN
fcis-1702	98	14	segmentation	segmentation	NOUN
fcis-1702	98	15	and	and	CCONJ
fcis-1702	98	16	expansion	expansion	NOUN
fcis-1702	98	17	erosion	erosion	NOUN
fcis-1702	98	18	are	be	AUX
fcis-1702	98	19	done	do	VERB
fcis-1702	98	20	on	on	ADP
fcis-1702	98	21	the	the	DET
fcis-1702	98	22	region	region	NOUN
fcis-1702	98	23	of	of	ADP
fcis-1702	98	24	interest	interest	NOUN
fcis-1702	98	25	to	to	PART
fcis-1702	98	26	lay	lay	VERB
fcis-1702	98	27	the	the	DET
fcis-1702	98	28	foundation	foundation	NOUN
fcis-1702	98	29	for	for	ADP
fcis-1702	98	30	the	the	DET
fcis-1702	98	31	subsequent	subsequent	ADJ
fcis-1702	98	32	text	text	NOUN
fcis-1702	98	33	training	training	NOUN
fcis-1702	98	34	and	and	CCONJ
fcis-1702	98	35	recognition	recognition	NOUN
fcis-1702	98	36	.	.	PUNCT
fcis-1702	99	1	then	then	ADV
fcis-1702	99	2	the	the	DET
fcis-1702	99	3	principle	principle	NOUN
fcis-1702	99	4	of	of	ADP
fcis-1702	99	5	svm	svm	PROPN
fcis-1702	99	6	and	and	CCONJ
fcis-1702	99	7	the	the	DET
fcis-1702	99	8	process	process	NOUN
fcis-1702	99	9	of	of	ADP
fcis-1702	99	10	training	training	NOUN
fcis-1702	99	11	recognition	recognition	NOUN
fcis-1702	99	12	are	be	AUX
fcis-1702	99	13	introduced	introduce	VERB
fcis-1702	99	14	,	,	PUNCT
fcis-1702	99	15	and	and	CCONJ
fcis-1702	99	16	experiments	experiment	NOUN
fcis-1702	99	17	are	be	AUX
fcis-1702	99	18	conducted	conduct	VERB
fcis-1702	99	19	on	on	ADP
fcis-1702	99	20	three	three	NUM
fcis-1702	99	21	classifiers	classifier	NOUN
fcis-1702	99	22	,	,	PUNCT
fcis-1702	99	23	knn	knn	PROPN
fcis-1702	99	24	,	,	PUNCT
fcis-1702	99	25	svm	svm	PROPN
fcis-1702	99	26	and	and	CCONJ
fcis-1702	99	27	gmm	gmm	PROPN
fcis-1702	99	28	,	,	PUNCT
fcis-1702	99	29	respectively	respectively	ADV
fcis-1702	99	30	.	.	PUNCT
fcis-1702	100	1	after	after	ADP
fcis-1702	100	2	experimental	experimental	ADJ
fcis-1702	100	3	analysis	analysis	NOUN
fcis-1702	100	4	,	,	PUNCT
fcis-1702	100	5	the	the	DET
fcis-1702	100	6	svm	svm	ADJ
fcis-1702	100	7	classifier	classifier	NOUN
fcis-1702	100	8	has	have	VERB
fcis-1702	100	9	the	the	DET
fcis-1702	100	10	best	good	ADJ
fcis-1702	100	11	effect	effect	NOUN
fcis-1702	100	12	and	and	CCONJ
fcis-1702	100	13	can	can	AUX
fcis-1702	100	14	meet	meet	VERB
fcis-1702	100	15	the	the	DET
fcis-1702	100	16	needs	need	NOUN
fcis-1702	100	17	of	of	ADP
fcis-1702	100	18	enterprise	enterprise	NOUN
fcis-1702	100	19	production	production	NOUN
fcis-1702	100	20	.	.	PUNCT
fcis-1702	101	1	references	reference	NOUN
fcis-1702	101	2	[	[	X
fcis-1702	101	3	1	1	NUM
fcis-1702	101	4	]	]	PUNCT
fcis-1702	101	5	mori	mori	NOUN
fcis-1702	101	6	s	s	PART
fcis-1702	101	7	,	,	PUNCT
fcis-1702	101	8	suen	suen	PROPN
fcis-1702	101	9	c	c	PROPN
fcis-1702	101	10	y	y	PROPN
fcis-1702	101	11	,	,	PUNCT
fcis-1702	101	12	yamamoto	yamamoto	PROPN
fcis-1702	101	13	k	k	PROPN
fcis-1702	101	14	.	.	PUNCT
fcis-1702	102	1	historical	historical	ADJ
fcis-1702	102	2	review	review	NOUN
fcis-1702	102	3	of	of	ADP
fcis-1702	102	4	ocr	ocr	ADJ
fcis-1702	102	5	research	research	NOUN
fcis-1702	102	6	and	and	CCONJ
fcis-1702	102	7	development[j	development[j	PROPN
fcis-1702	102	8	]	]	PUNCT
fcis-1702	102	9	.	.	PUNCT
fcis-1702	103	1	ieee	ieee	PROPN
fcis-1702	103	2	computer	computer	PROPN
fcis-1702	103	3	society	society	PROPN
fcis-1702	103	4	press	press	NOUN
fcis-1702	103	5	,	,	PUNCT
fcis-1702	103	6	1995	1995	NUM
fcis-1702	103	7	.	.	PUNCT
fcis-1702	104	1	zhenpei	zhenpei	PROPN
fcis-1702	104	2	li	li	PROPN
fcis-1702	104	3	,	,	PUNCT
fcis-1702	104	4	ping	ping	PROPN
fcis-1702	104	5	li	li	PROPN
fcis-1702	104	6	,	,	PUNCT
fcis-1702	104	7	xinyu	xinyu	PROPN
fcis-1702	104	8	guo	guo	PROPN
fcis-1702	104	9	.	.	PUNCT
fcis-1702	105	1	three	three	NUM
fcis-1702	105	2	gdi+	gdi+	PROPN
fcis-1702	105	3	based	base	VERB
fcis-1702	105	4	image	image	NOUN
fcis-1702	105	5	grayscale	grayscale	NOUN
fcis-1702	105	6	implementation	implementation	NOUN
fcis-1702	105	7	methods	method	NOUN
fcis-1702	105	8	[	[	X
fcis-1702	105	9	j	j	X
fcis-1702	105	10	]	]	X
fcis-1702	105	11	.	.	PUNCT
fcis-1702	106	1	computer	computer	NOUN
fcis-1702	106	2	technology	technology	NOUN
fcis-1702	106	3	and	and	CCONJ
fcis-1702	106	4	development	development	NOUN
fcis-1702	106	5	,	,	PUNCT
fcis-1702	106	6	2009	2009	NUM
fcis-1702	106	7	,	,	PUNCT
fcis-1702	106	8	19(7):4	19(7):4	PROPN
fcis-1702	106	9	.	.	PUNCT
fcis-1702	107	1	[	[	X
fcis-1702	107	2	2	2	X
fcis-1702	107	3	]	]	X
fcis-1702	107	4	sauvola	sauvola	PROPN
fcis-1702	107	5	j	j	PROPN
fcis-1702	107	6	,	,	PUNCT
fcis-1702	107	7	pietik?inen	pietik?inen	PROPN
fcis-1702	107	8	m.adaptive	m.adaptive	ADJ
fcis-1702	107	9	document	document	NOUN
fcis-1702	107	10	image	image	NOUN
fcis-1702	107	11	binarization[j	binarization[j	PROPN
fcis-1702	107	12	]	]	PUNCT
fcis-1702	107	13	.	.	PUNCT
fcis-1702	107	14	pattern	pattern	NOUN
fcis-1702	107	15	recognition	recognition	NOUN
fcis-1702	107	16	,	,	PUNCT
fcis-1702	107	17	2000	2000	NUM
fcis-1702	107	18	,	,	PUNCT
fcis-1702	107	19	33(2):225	33(2):225	NUM
fcis-1702	107	20	-	-	SYM
fcis-1702	107	21	236	236	NUM
fcis-1702	107	22	.	.	PUNCT
fcis-1702	108	1	[	[	X
fcis-1702	108	2	3	3	X
fcis-1702	108	3	]	]	X
fcis-1702	108	4	xin	xin	PROPN
fcis-1702	108	5	qi	qi	PROPN
fcis-1702	108	6	.	.	PUNCT
fcis-1702	108	7	"	"	PUNCT
fcis-1702	109	1	digital	digital	ADJ
fcis-1702	109	2	signal	signal	NOUN
fcis-1702	109	3	processing	processing	NOUN
fcis-1702	109	4	technology	technology	NOUN
fcis-1702	109	5	based	base	VERB
fcis-1702	109	6	on	on	ADP
fcis-1702	109	7	expansion	expansion	NOUN
fcis-1702	109	8	corrosion	corrosion	NOUN
fcis-1702	109	9	algorithm	algorithm	NOUN
fcis-1702	109	10	.	.	PUNCT
fcis-1702	109	11	"	"	PUNCT
fcis-1702	109	12	automation	automation	NOUN
fcis-1702	109	13	technology	technology	NOUN
fcis-1702	109	14	and	and	CCONJ
fcis-1702	109	15	applications	application	NOUN
fcis-1702	109	16	10(2010):4	10(2010):4	NUM
fcis-1702	109	17	.	.	PUNCT
fcis-1702	110	1	[	[	X
fcis-1702	110	2	4	4	X
fcis-1702	110	3	]	]	X
fcis-1702	110	4	chang	chang	PROPN
fcis-1702	110	5	c	c	PROPN
fcis-1702	110	6	c	c	PROPN
fcis-1702	110	7	,	,	PUNCT
fcis-1702	110	8	lin	lin	PROPN
fcis-1702	110	9	c	c	PROPN
fcis-1702	110	10	j	j	PROPN
fcis-1702	110	11	.	.	PUNCT
fcis-1702	111	1	libsvm	libsvm	PROPN
fcis-1702	111	2	:	:	PUNCT
fcis-1702	111	3	a	a	DET
fcis-1702	111	4	library	library	NOUN
fcis-1702	111	5	for	for	ADP
fcis-1702	111	6	support	support	NOUN
fcis-1702	111	7	vector	vector	NOUN
fcis-1702	111	8	machines[j	machines[j	PROPN
fcis-1702	111	9	]	]	PUNCT
fcis-1702	111	10	.	.	PUNCT
fcis-1702	112	1	acm	acm	PROPN
fcis-1702	112	2	transactions	transaction	NOUN
fcis-1702	112	3	on	on	ADP
fcis-1702	112	4	intelligent	intelligent	ADJ
fcis-1702	112	5	systems	system	NOUN
fcis-1702	112	6	and	and	CCONJ
fcis-1702	112	7	technology	technology	NOUN
fcis-1702	112	8	,	,	PUNCT
fcis-1702	112	9	2007	2007	NUM
fcis-1702	112	10	,	,	PUNCT
fcis-1702	112	11	2(3	2(3	NUM
fcis-1702	112	12	,	,	PUNCT
fcis-1702	112	13	article	article	NOUN
fcis-1702	112	14	27	27	NUM
fcis-1702	112	15	)	)	PUNCT
fcis-1702	112	16	.	.	PUNCT