id	sid	tid	token	lemma	pos
american_scientific_journal-4735	1	1	164	164	NUM
american_scientific_journal-4735	1	2	american	american	ADJ
american_scientific_journal-4735	1	3	scientific	scientific	ADJ
american_scientific_journal-4735	1	4	research	research	NOUN
american_scientific_journal-4735	1	5	journal	journal	NOUN
american_scientific_journal-4735	1	6	for	for	ADP
american_scientific_journal-4735	1	7	engineering	engineering	NOUN
american_scientific_journal-4735	1	8	,	,	PUNCT
american_scientific_journal-4735	1	9	technology	technology	NOUN
american_scientific_journal-4735	1	10	,	,	PUNCT
american_scientific_journal-4735	1	11	and	and	CCONJ
american_scientific_journal-4735	1	12	sciences	science	NOUN
american_scientific_journal-4735	1	13	(	(	PUNCT
american_scientific_journal-4735	1	14	asrjets	asrjet	NOUN
american_scientific_journal-4735	1	15	)	)	PUNCT
american_scientific_journal-4735	1	16	issn	issn	PROPN
american_scientific_journal-4735	1	17	(	(	PUNCT
american_scientific_journal-4735	1	18	print	print	NOUN
american_scientific_journal-4735	1	19	)	)	PUNCT
american_scientific_journal-4735	1	20	2313	2313	NUM
american_scientific_journal-4735	1	21	-	-	SYM
american_scientific_journal-4735	1	22	4410	4410	NUM
american_scientific_journal-4735	1	23	,	,	PUNCT
american_scientific_journal-4735	1	24	issn	issn	PROPN
american_scientific_journal-4735	1	25	(	(	PUNCT
american_scientific_journal-4735	1	26	online	online	ADJ
american_scientific_journal-4735	1	27	)	)	PUNCT
american_scientific_journal-4735	1	28	2313	2313	NUM
american_scientific_journal-4735	1	29	-	-	SYM
american_scientific_journal-4735	1	30	4402	4402	NUM
american_scientific_journal-4735	1	31	©	©	PROPN
american_scientific_journal-4735	1	32	global	global	ADJ
american_scientific_journal-4735	1	33	society	society	NOUN
american_scientific_journal-4735	1	34	of	of	ADP
american_scientific_journal-4735	1	35	scientific	scientific	ADJ
american_scientific_journal-4735	1	36	research	research	NOUN
american_scientific_journal-4735	1	37	and	and	CCONJ
american_scientific_journal-4735	1	38	researchers	researcher	NOUN
american_scientific_journal-4735	1	39	http://asrjetsjournal.org/	http://asrjetsjournal.org/	VERB
american_scientific_journal-4735	1	40	real	real	ADJ
american_scientific_journal-4735	1	41	-	-	PUNCT
american_scientific_journal-4735	1	42	time	time	NOUN
american_scientific_journal-4735	1	43	fatigue	fatigue	NOUN
american_scientific_journal-4735	1	44	driving	driving	NOUN
american_scientific_journal-4735	1	45	recognition	recognition	NOUN
american_scientific_journal-4735	1	46	system	system	NOUN
american_scientific_journal-4735	1	47	based	base	VERB
american_scientific_journal-4735	1	48	on	on	ADP
american_scientific_journal-4735	1	49	deep	deep	ADJ
american_scientific_journal-4735	1	50	learning	learning	NOUN
american_scientific_journal-4735	1	51	and	and	CCONJ
american_scientific_journal-4735	1	52	embedded	embed	VERB
american_scientific_journal-4735	1	53	platform	platform	NOUN
american_scientific_journal-4735	1	54	lei	lei	X
american_scientific_journal-4735	1	55	genga	genga	NOUN
american_scientific_journal-4735	1	56	,	,	PUNCT
american_scientific_journal-4735	1	57	zhiqiang	zhiqiang	PROPN
american_scientific_journal-4735	1	58	hub	hub	PROPN
american_scientific_journal-4735	1	59	*	*	PROPN
american_scientific_journal-4735	1	60	,	,	PUNCT
american_scientific_journal-4735	1	61	zhitao	zhitao	PROPN
american_scientific_journal-4735	1	62	xiaoc	xiaoc	PROPN
american_scientific_journal-4735	1	63	a	a	PRON
american_scientific_journal-4735	1	64	,	,	PUNCT
american_scientific_journal-4735	1	65	b	b	NOUN
american_scientific_journal-4735	1	66	,	,	PUNCT
american_scientific_journal-4735	1	67	cschool	cschool	NOUN
american_scientific_journal-4735	1	68	of	of	ADP
american_scientific_journal-4735	1	69	electronic	electronic	ADJ
american_scientific_journal-4735	1	70	and	and	CCONJ
american_scientific_journal-4735	1	71	information	information	NOUN
american_scientific_journal-4735	1	72	engineering	engineering	NOUN
american_scientific_journal-4735	1	73	,	,	PUNCT
american_scientific_journal-4735	1	74	tianjin	tianjin	PROPN
american_scientific_journal-4735	1	75	polytechnic	polytechnic	PROPN
american_scientific_journal-4735	1	76	university	university	PROPN
american_scientific_journal-4735	1	77	,	,	PUNCT
american_scientific_journal-4735	1	78	tianjin	tianjin	PROPN
american_scientific_journal-4735	1	79	300387	300387	NUM
american_scientific_journal-4735	1	80	,	,	PUNCT
american_scientific_journal-4735	1	81	china	china	PROPN
american_scientific_journal-4735	1	82	aemail	aemail	NOUN
american_scientific_journal-4735	1	83	:	:	PUNCT
american_scientific_journal-4735	1	84	15620730094@163.com	15620730094@163.com	X
american_scientific_journal-4735	1	85	abstract	abstract	VERB
american_scientific_journal-4735	1	86	the	the	DET
american_scientific_journal-4735	1	87	frequent	frequent	ADJ
american_scientific_journal-4735	1	88	occurrence	occurrence	NOUN
american_scientific_journal-4735	1	89	of	of	ADP
american_scientific_journal-4735	1	90	automobile	automobile	NOUN
american_scientific_journal-4735	1	91	traffic	traffic	NOUN
american_scientific_journal-4735	1	92	accidents	accident	NOUN
american_scientific_journal-4735	1	93	seriously	seriously	ADV
american_scientific_journal-4735	1	94	threatens	threaten	VERB
american_scientific_journal-4735	1	95	the	the	DET
american_scientific_journal-4735	1	96	safety	safety	NOUN
american_scientific_journal-4735	1	97	of	of	ADP
american_scientific_journal-4735	1	98	human	human	ADJ
american_scientific_journal-4735	1	99	life	life	NOUN
american_scientific_journal-4735	1	100	and	and	CCONJ
american_scientific_journal-4735	1	101	property	property	NOUN
american_scientific_journal-4735	1	102	.	.	PUNCT
american_scientific_journal-4735	2	1	therefore	therefore	ADV
american_scientific_journal-4735	2	2	,	,	PUNCT
american_scientific_journal-4735	2	3	fatigue	fatigue	NOUN
american_scientific_journal-4735	2	4	driving	drive	VERB
american_scientific_journal-4735	2	5	detection	detection	NOUN
american_scientific_journal-4735	2	6	has	have	VERB
american_scientific_journal-4735	2	7	important	important	ADJ
american_scientific_journal-4735	2	8	social	social	ADJ
american_scientific_journal-4735	2	9	value	value	NOUN
american_scientific_journal-4735	2	10	and	and	CCONJ
american_scientific_journal-4735	2	11	research	research	NOUN
american_scientific_journal-4735	2	12	significance	significance	NOUN
american_scientific_journal-4735	2	13	.	.	PUNCT
american_scientific_journal-4735	3	1	in	in	ADP
american_scientific_journal-4735	3	2	consideration	consideration	NOUN
american_scientific_journal-4735	3	3	of	of	ADP
american_scientific_journal-4735	3	4	the	the	DET
american_scientific_journal-4735	3	5	market	market	NOUN
american_scientific_journal-4735	3	6	demand	demand	NOUN
american_scientific_journal-4735	3	7	of	of	ADP
american_scientific_journal-4735	3	8	intelligent	intelligent	ADJ
american_scientific_journal-4735	3	9	assistant	assistant	NOUN
american_scientific_journal-4735	3	10	driving	driving	NOUN
american_scientific_journal-4735	3	11	system	system	NOUN
american_scientific_journal-4735	3	12	,	,	PUNCT
american_scientific_journal-4735	3	13	we	we	PRON
american_scientific_journal-4735	3	14	design	design	VERB
american_scientific_journal-4735	3	15	a	a	DET
american_scientific_journal-4735	3	16	real	real	ADJ
american_scientific_journal-4735	3	17	-	-	PUNCT
american_scientific_journal-4735	3	18	time	time	NOUN
american_scientific_journal-4735	3	19	driver	driver	NOUN
american_scientific_journal-4735	3	20	fatigue	fatigue	NOUN
american_scientific_journal-4735	3	21	detection	detection	NOUN
american_scientific_journal-4735	3	22	system	system	NOUN
american_scientific_journal-4735	3	23	based	base	VERB
american_scientific_journal-4735	3	24	on	on	ADP
american_scientific_journal-4735	3	25	deep	deep	ADJ
american_scientific_journal-4735	3	26	learning	learning	NOUN
american_scientific_journal-4735	3	27	and	and	CCONJ
american_scientific_journal-4735	3	28	arm	arm	NOUN
american_scientific_journal-4735	3	29	platform	platform	NOUN
american_scientific_journal-4735	3	30	,	,	PUNCT
american_scientific_journal-4735	3	31	which	which	PRON
american_scientific_journal-4735	3	32	uses	use	VERB
american_scientific_journal-4735	3	33	samsung	samsung	PROPN
american_scientific_journal-4735	3	34	6818a53	6818a53	PROPN
american_scientific_journal-4735	3	35	series	series	NOUN
american_scientific_journal-4735	3	36	arm	arm	NOUN
american_scientific_journal-4735	3	37	as	as	ADP
american_scientific_journal-4735	3	38	the	the	DET
american_scientific_journal-4735	3	39	driver	driver	NOUN
american_scientific_journal-4735	3	40	fatigue	fatigue	NOUN
american_scientific_journal-4735	3	41	real	real	ADJ
american_scientific_journal-4735	3	42	-	-	PUNCT
american_scientific_journal-4735	3	43	time	time	NOUN
american_scientific_journal-4735	3	44	detection	detection	NOUN
american_scientific_journal-4735	3	45	platform	platform	NOUN
american_scientific_journal-4735	3	46	.	.	PUNCT
american_scientific_journal-4735	4	1	in	in	ADP
american_scientific_journal-4735	4	2	order	order	NOUN
american_scientific_journal-4735	4	3	to	to	PART
american_scientific_journal-4735	4	4	reduce	reduce	VERB
american_scientific_journal-4735	4	5	the	the	DET
american_scientific_journal-4735	4	6	interference	interference	NOUN
american_scientific_journal-4735	4	7	caused	cause	VERB
american_scientific_journal-4735	4	8	by	by	ADP
american_scientific_journal-4735	4	9	the	the	DET
american_scientific_journal-4735	4	10	change	change	NOUN
american_scientific_journal-4735	4	11	of	of	ADP
american_scientific_journal-4735	4	12	light	light	NOUN
american_scientific_journal-4735	4	13	and	and	CCONJ
american_scientific_journal-4735	4	14	the	the	DET
american_scientific_journal-4735	4	15	occlusion	occlusion	NOUN
american_scientific_journal-4735	4	16	of	of	ADP
american_scientific_journal-4735	4	17	sunglasses	sunglass	NOUN
american_scientific_journal-4735	4	18	in	in	ADP
american_scientific_journal-4735	4	19	the	the	DET
american_scientific_journal-4735	4	20	actual	actual	ADJ
american_scientific_journal-4735	4	21	driving	drive	VERB
american_scientific_journal-4735	4	22	environment	environment	NOUN
american_scientific_journal-4735	4	23	,	,	PUNCT
american_scientific_journal-4735	4	24	the	the	DET
american_scientific_journal-4735	4	25	driver	driver	NOUN
american_scientific_journal-4735	4	26	's	's	PART
american_scientific_journal-4735	4	27	face	face	NOUN
american_scientific_journal-4735	4	28	image	image	NOUN
american_scientific_journal-4735	4	29	is	be	AUX
american_scientific_journal-4735	4	30	captured	capture	VERB
american_scientific_journal-4735	4	31	by	by	ADP
american_scientific_journal-4735	4	32	usb	usb	PROPN
american_scientific_journal-4735	4	33	infrared	infrared	ADJ
american_scientific_journal-4735	4	34	camera	camera	NOUN
american_scientific_journal-4735	4	35	.	.	PUNCT
american_scientific_journal-4735	5	1	firstly	firstly	ADV
american_scientific_journal-4735	5	2	,	,	PUNCT
american_scientific_journal-4735	5	3	face	face	VERB
american_scientific_journal-4735	5	4	detection	detection	NOUN
american_scientific_journal-4735	5	5	and	and	CCONJ
american_scientific_journal-4735	5	6	alignment	alignment	NOUN
american_scientific_journal-4735	5	7	are	be	AUX
american_scientific_journal-4735	5	8	carried	carry	VERB
american_scientific_journal-4735	5	9	out	out	ADP
american_scientific_journal-4735	5	10	by	by	ADP
american_scientific_journal-4735	5	11	multi	multi	ADJ
american_scientific_journal-4735	5	12	-	-	ADJ
american_scientific_journal-4735	5	13	task	task	ADJ
american_scientific_journal-4735	5	14	cascaded	cascade	VERB
american_scientific_journal-4735	5	15	convolutional	convolutional	ADJ
american_scientific_journal-4735	5	16	neural	neural	ADJ
american_scientific_journal-4735	5	17	network	network	NOUN
american_scientific_journal-4735	5	18	;	;	PUNCT
american_scientific_journal-4735	5	19	then	then	ADV
american_scientific_journal-4735	5	20	the	the	DET
american_scientific_journal-4735	5	21	eye	eye	NOUN
american_scientific_journal-4735	5	22	region	region	NOUN
american_scientific_journal-4735	5	23	is	be	AUX
american_scientific_journal-4735	5	24	obtained	obtain	VERB
american_scientific_journal-4735	5	25	according	accord	VERB
american_scientific_journal-4735	5	26	to	to	ADP
american_scientific_journal-4735	5	27	geometric	geometric	ADJ
american_scientific_journal-4735	5	28	relationship	relationship	NOUN
american_scientific_journal-4735	5	29	between	between	ADP
american_scientific_journal-4735	5	30	the	the	DET
american_scientific_journal-4735	5	31	feature	feature	NOUN
american_scientific_journal-4735	5	32	points	point	NOUN
american_scientific_journal-4735	5	33	;	;	PUNCT
american_scientific_journal-4735	5	34	moreover	moreover	ADV
american_scientific_journal-4735	5	35	,	,	PUNCT
american_scientific_journal-4735	5	36	the	the	DET
american_scientific_journal-4735	5	37	driver	driver	NOUN
american_scientific_journal-4735	5	38	's	's	PART
american_scientific_journal-4735	5	39	eye	eye	NOUN
american_scientific_journal-4735	5	40	state	state	NOUN
american_scientific_journal-4735	5	41	is	be	AUX
american_scientific_journal-4735	5	42	identified	identify	VERB
american_scientific_journal-4735	5	43	by	by	ADP
american_scientific_journal-4735	5	44	convolutional	convolutional	ADJ
american_scientific_journal-4735	5	45	neural	neural	ADJ
american_scientific_journal-4735	5	46	network	network	NOUN
american_scientific_journal-4735	5	47	(	(	PUNCT
american_scientific_journal-4735	5	48	cnn	cnn	PROPN
american_scientific_journal-4735	5	49	)	)	PUNCT
american_scientific_journal-4735	5	50	;	;	PUNCT
american_scientific_journal-4735	5	51	finally	finally	ADV
american_scientific_journal-4735	5	52	,	,	PUNCT
american_scientific_journal-4735	5	53	fatigue	fatigue	NOUN
american_scientific_journal-4735	5	54	judgment	judgment	NOUN
american_scientific_journal-4735	5	55	is	be	AUX
american_scientific_journal-4735	5	56	made	make	VERB
american_scientific_journal-4735	5	57	based	base	VERB
american_scientific_journal-4735	5	58	on	on	ADP
american_scientific_journal-4735	5	59	perclos	perclo	NOUN
american_scientific_journal-4735	5	60	criterion	criterion	NOUN
american_scientific_journal-4735	5	61	.	.	PUNCT
american_scientific_journal-4735	6	1	the	the	DET
american_scientific_journal-4735	6	2	system	system	NOUN
american_scientific_journal-4735	6	3	has	have	AUX
american_scientific_journal-4735	6	4	been	be	AUX
american_scientific_journal-4735	6	5	tested	test	VERB
american_scientific_journal-4735	6	6	in	in	ADP
american_scientific_journal-4735	6	7	the	the	DET
american_scientific_journal-4735	6	8	experimental	experimental	ADJ
american_scientific_journal-4735	6	9	simulation	simulation	NOUN
american_scientific_journal-4735	6	10	environment	environment	NOUN
american_scientific_journal-4735	6	11	and	and	CCONJ
american_scientific_journal-4735	6	12	the	the	DET
american_scientific_journal-4735	6	13	actual	actual	ADJ
american_scientific_journal-4735	6	14	driving	drive	VERB
american_scientific_journal-4735	6	15	environment	environment	NOUN
american_scientific_journal-4735	6	16	.	.	PUNCT
american_scientific_journal-4735	7	1	the	the	DET
american_scientific_journal-4735	7	2	experimental	experimental	ADJ
american_scientific_journal-4735	7	3	results	result	NOUN
american_scientific_journal-4735	7	4	show	show	VERB
american_scientific_journal-4735	7	5	that	that	SCONJ
american_scientific_journal-4735	7	6	detection	detection	NOUN
american_scientific_journal-4735	7	7	speed	speed	NOUN
american_scientific_journal-4735	7	8	of	of	ADP
american_scientific_journal-4735	7	9	the	the	DET
american_scientific_journal-4735	7	10	system	system	NOUN
american_scientific_journal-4735	7	11	can	can	AUX
american_scientific_journal-4735	7	12	reach	reach	VERB
american_scientific_journal-4735	7	13	more	more	ADJ
american_scientific_journal-4735	7	14	than	than	ADP
american_scientific_journal-4735	7	15	20	20	NUM
american_scientific_journal-4735	7	16	frames	frame	NOUN
american_scientific_journal-4735	7	17	per	per	ADP
american_scientific_journal-4735	7	18	second	second	NOUN
american_scientific_journal-4735	7	19	,	,	PUNCT
american_scientific_journal-4735	7	20	which	which	PRON
american_scientific_journal-4735	7	21	meets	meet	VERB
american_scientific_journal-4735	7	22	the	the	DET
american_scientific_journal-4735	7	23	requirement	requirement	NOUN
american_scientific_journal-4735	7	24	of	of	ADP
american_scientific_journal-4735	7	25	real	real	ADJ
american_scientific_journal-4735	7	26	-	-	PUNCT
american_scientific_journal-4735	7	27	time	time	NOUN
american_scientific_journal-4735	7	28	detection	detection	NOUN
american_scientific_journal-4735	7	29	.	.	PUNCT
american_scientific_journal-4735	8	1	keywords	keyword	NOUN
american_scientific_journal-4735	8	2	:	:	PUNCT
american_scientific_journal-4735	8	3	fatigue	fatigue	NOUN
american_scientific_journal-4735	8	4	driving	driving	NOUN
american_scientific_journal-4735	8	5	;	;	PUNCT
american_scientific_journal-4735	8	6	embedded	embed	VERB
american_scientific_journal-4735	8	7	platform	platform	NOUN
american_scientific_journal-4735	8	8	;	;	PUNCT
american_scientific_journal-4735	8	9	cnn	cnn	PROPN
american_scientific_journal-4735	8	10	;	;	PUNCT
american_scientific_journal-4735	8	11	perclos	perclo	NOUN
american_scientific_journal-4735	8	12	;	;	PUNCT
american_scientific_journal-4735	8	13	real	real	ADJ
american_scientific_journal-4735	8	14	-	-	PUNCT
american_scientific_journal-4735	8	15	time	time	NOUN
american_scientific_journal-4735	8	16	detection	detection	NOUN
american_scientific_journal-4735	8	17	.	.	PUNCT
american_scientific_journal-4735	9	1	1	1	X
american_scientific_journal-4735	9	2	.	.	X
american_scientific_journal-4735	9	3	introduction	introduction	NOUN
american_scientific_journal-4735	9	4	with	with	ADP
american_scientific_journal-4735	9	5	the	the	DET
american_scientific_journal-4735	9	6	rapid	rapid	ADJ
american_scientific_journal-4735	9	7	development	development	NOUN
american_scientific_journal-4735	9	8	of	of	ADP
american_scientific_journal-4735	9	9	global	global	ADJ
american_scientific_journal-4735	9	10	economy	economy	NOUN
american_scientific_journal-4735	9	11	and	and	CCONJ
american_scientific_journal-4735	9	12	large	large	ADJ
american_scientific_journal-4735	9	13	-	-	PUNCT
american_scientific_journal-4735	9	14	scale	scale	NOUN
american_scientific_journal-4735	9	15	construction	construction	NOUN
american_scientific_journal-4735	9	16	of	of	ADP
american_scientific_journal-4735	9	17	road	road	NOUN
american_scientific_journal-4735	9	18	traffic	traffic	NOUN
american_scientific_journal-4735	9	19	facilities	facility	NOUN
american_scientific_journal-4735	9	20	,	,	PUNCT
american_scientific_journal-4735	9	21	transportation	transportation	NOUN
american_scientific_journal-4735	9	22	industry	industry	NOUN
american_scientific_journal-4735	9	23	has	have	AUX
american_scientific_journal-4735	9	24	become	become	VERB
american_scientific_journal-4735	9	25	one	one	NUM
american_scientific_journal-4735	9	26	of	of	ADP
american_scientific_journal-4735	9	27	the	the	DET
american_scientific_journal-4735	9	28	fastest	fast	ADJ
american_scientific_journal-4735	9	29	growing	grow	VERB
american_scientific_journal-4735	9	30	industries	industry	NOUN
american_scientific_journal-4735	9	31	in	in	ADP
american_scientific_journal-4735	9	32	recent	recent	ADJ
american_scientific_journal-4735	9	33	years	year	NOUN
american_scientific_journal-4735	9	34	.	.	PUNCT
american_scientific_journal-4735	10	1	however	however	ADV
american_scientific_journal-4735	10	2	,	,	PUNCT
american_scientific_journal-4735	10	3	while	while	SCONJ
american_scientific_journal-4735	10	4	automobiles	automobile	NOUN
american_scientific_journal-4735	10	5	bring	bring	VERB
american_scientific_journal-4735	10	6	convenience	convenience	NOUN
american_scientific_journal-4735	10	7	to	to	ADP
american_scientific_journal-4735	10	8	human	human	ADJ
american_scientific_journal-4735	10	9	life	life	NOUN
american_scientific_journal-4735	10	10	,	,	PUNCT
american_scientific_journal-4735	10	11	road	road	NOUN
american_scientific_journal-4735	10	12	traffic	traffic	NOUN
american_scientific_journal-4735	10	13	accidents	accident	NOUN
american_scientific_journal-4735	10	14	occur	occur	VERB
american_scientific_journal-4735	10	15	frequently	frequently	ADV
american_scientific_journal-4735	10	16	.	.	PUNCT
american_scientific_journal-4735	11	1	the	the	DET
american_scientific_journal-4735	11	2	research	research	NOUN
american_scientific_journal-4735	11	3	shows	show	VERB
american_scientific_journal-4735	11	4	that	that	SCONJ
american_scientific_journal-4735	11	5	if	if	SCONJ
american_scientific_journal-4735	11	6	the	the	DET
american_scientific_journal-4735	11	7	driver	driver	NOUN
american_scientific_journal-4735	11	8	can	can	AUX
american_scientific_journal-4735	11	9	make	make	VERB
american_scientific_journal-4735	11	10	an	an	DET
american_scientific_journal-4735	11	11	emergency	emergency	NOUN
american_scientific_journal-4735	11	12	response	response	NOUN
american_scientific_journal-4735	11	13	in	in	ADP
american_scientific_journal-4735	11	14	advance	advance	NOUN
american_scientific_journal-4735	11	15	before	before	SCONJ
american_scientific_journal-4735	11	16	the	the	DET
american_scientific_journal-4735	11	17	accident	accident	NOUN
american_scientific_journal-4735	11	18	happens	happen	VERB
american_scientific_journal-4735	11	19	,	,	PUNCT
american_scientific_journal-4735	11	20	the	the	DET
american_scientific_journal-4735	11	21	traffic	traffic	NOUN
american_scientific_journal-4735	11	22	accident	accident	NOUN
american_scientific_journal-4735	11	23	can	can	AUX
american_scientific_journal-4735	11	24	be	be	AUX
american_scientific_journal-4735	11	25	avoided	avoid	VERB
american_scientific_journal-4735	11	26	to	to	ADP
american_scientific_journal-4735	11	27	a	a	DET
american_scientific_journal-4735	11	28	large	large	ADJ
american_scientific_journal-4735	11	29	extent	extent	NOUN
american_scientific_journal-4735	11	30	.	.	PUNCT
american_scientific_journal-4735	12	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-4735	13	1	*	*	PUNCT
american_scientific_journal-4735	13	2	corresponding	correspond	VERB
american_scientific_journal-4735	13	3	author	author	NOUN
american_scientific_journal-4735	13	4	.	.	PUNCT
american_scientific_journal-4735	14	1	http://asrjetsjournal.org/	http://asrjetsjournal.org/	PROPN
american_scientific_journal-4735	14	2	american	american	PROPN
american_scientific_journal-4735	14	3	scientific	scientific	PROPN
american_scientific_journal-4735	14	4	research	research	NOUN
american_scientific_journal-4735	14	5	journal	journal	NOUN
american_scientific_journal-4735	14	6	for	for	ADP
american_scientific_journal-4735	14	7	engineering	engineering	NOUN
american_scientific_journal-4735	14	8	,	,	PUNCT
american_scientific_journal-4735	14	9	technology	technology	NOUN
american_scientific_journal-4735	14	10	,	,	PUNCT
american_scientific_journal-4735	14	11	and	and	CCONJ
american_scientific_journal-4735	14	12	sciences	science	NOUN
american_scientific_journal-4735	14	13	(	(	PUNCT
american_scientific_journal-4735	14	14	asrjets	asrjet	NOUN
american_scientific_journal-4735	14	15	)	)	PUNCT
american_scientific_journal-4735	14	16	(	(	PUNCT
american_scientific_journal-4735	14	17	2019	2019	NUM
american_scientific_journal-4735	14	18	)	)	PUNCT
american_scientific_journal-4735	14	19	volume	volume	NOUN
american_scientific_journal-4735	14	20	53	53	NUM
american_scientific_journal-4735	14	21	,	,	PUNCT
american_scientific_journal-4735	14	22	no	no	DET
american_scientific_journal-4735	14	23	1	1	NUM
american_scientific_journal-4735	14	24	,	,	PUNCT
american_scientific_journal-4735	14	25	pp	pp	ADV
american_scientific_journal-4735	14	26	164	164	NUM
american_scientific_journal-4735	14	27	-	-	SYM
american_scientific_journal-4735	14	28	175	175	NUM
american_scientific_journal-4735	14	29	165	165	NUM
american_scientific_journal-4735	14	30	therefore	therefore	ADV
american_scientific_journal-4735	14	31	,	,	PUNCT
american_scientific_journal-4735	14	32	the	the	DET
american_scientific_journal-4735	14	33	design	design	NOUN
american_scientific_journal-4735	14	34	of	of	ADP
american_scientific_journal-4735	14	35	a	a	DET
american_scientific_journal-4735	14	36	safety	safety	NOUN
american_scientific_journal-4735	14	37	assistant	assistant	NOUN
american_scientific_journal-4735	14	38	driving	driving	NOUN
american_scientific_journal-4735	14	39	system	system	NOUN
american_scientific_journal-4735	14	40	which	which	PRON
american_scientific_journal-4735	14	41	can	can	AUX
american_scientific_journal-4735	14	42	automatically	automatically	ADV
american_scientific_journal-4735	14	43	identify	identify	VERB
american_scientific_journal-4735	14	44	the	the	DET
american_scientific_journal-4735	14	45	driver	driver	NOUN
american_scientific_journal-4735	14	46	's	's	PART
american_scientific_journal-4735	14	47	fatigue	fatigue	NOUN
american_scientific_journal-4735	14	48	state	state	NOUN
american_scientific_journal-4735	14	49	is	be	AUX
american_scientific_journal-4735	14	50	of	of	ADP
american_scientific_journal-4735	14	51	great	great	ADJ
american_scientific_journal-4735	14	52	social	social	ADJ
american_scientific_journal-4735	14	53	significance	significance	NOUN
american_scientific_journal-4735	14	54	and	and	CCONJ
american_scientific_journal-4735	14	55	economic	economic	ADJ
american_scientific_journal-4735	14	56	value	value	NOUN
american_scientific_journal-4735	14	57	to	to	PART
american_scientific_journal-4735	14	58	ensure	ensure	VERB
american_scientific_journal-4735	14	59	the	the	DET
american_scientific_journal-4735	14	60	safety	safety	NOUN
american_scientific_journal-4735	14	61	of	of	ADP
american_scientific_journal-4735	14	62	life	life	NOUN
american_scientific_journal-4735	14	63	and	and	CCONJ
american_scientific_journal-4735	14	64	property	property	NOUN
american_scientific_journal-4735	14	65	of	of	ADP
american_scientific_journal-4735	14	66	road	road	NOUN
american_scientific_journal-4735	14	67	personnel	personnel	NOUN
american_scientific_journal-4735	14	68	,	,	PUNCT
american_scientific_journal-4735	14	69	which	which	PRON
american_scientific_journal-4735	14	70	is	be	AUX
american_scientific_journal-4735	14	71	also	also	ADV
american_scientific_journal-4735	14	72	in	in	ADP
american_scientific_journal-4735	14	73	line	line	NOUN
american_scientific_journal-4735	14	74	with	with	ADP
american_scientific_journal-4735	14	75	the	the	DET
american_scientific_journal-4735	14	76	current	current	ADJ
american_scientific_journal-4735	14	77	trend	trend	NOUN
american_scientific_journal-4735	14	78	of	of	ADP
american_scientific_journal-4735	14	79	the	the	DET
american_scientific_journal-4735	14	80	development	development	NOUN
american_scientific_journal-4735	14	81	of	of	ADP
american_scientific_journal-4735	14	82	safety	safety	NOUN
american_scientific_journal-4735	14	83	and	and	CCONJ
american_scientific_journal-4735	14	84	intelligence	intelligence	NOUN
american_scientific_journal-4735	14	85	in	in	ADP
american_scientific_journal-4735	14	86	the	the	DET
american_scientific_journal-4735	14	87	automotive	automotive	ADJ
american_scientific_journal-4735	14	88	industry	industry	NOUN
american_scientific_journal-4735	14	89	.	.	PUNCT
american_scientific_journal-4735	15	1	at	at	ADP
american_scientific_journal-4735	15	2	present	present	ADJ
american_scientific_journal-4735	15	3	,	,	PUNCT
american_scientific_journal-4735	15	4	the	the	DET
american_scientific_journal-4735	15	5	mechanisms	mechanism	NOUN
american_scientific_journal-4735	15	6	in	in	ADP
american_scientific_journal-4735	15	7	fatigue	fatigue	NOUN
american_scientific_journal-4735	15	8	driving	drive	VERB
american_scientific_journal-4735	15	9	detection	detection	NOUN
american_scientific_journal-4735	15	10	has	have	AUX
american_scientific_journal-4735	15	11	been	be	AUX
american_scientific_journal-4735	15	12	categorized	categorize	VERB
american_scientific_journal-4735	15	13	into	into	ADP
american_scientific_journal-4735	15	14	three	three	NUM
american_scientific_journal-4735	15	15	broad	broad	ADJ
american_scientific_journal-4735	15	16	methods	method	NOUN
american_scientific_journal-4735	15	17	[	[	X
american_scientific_journal-4735	15	18	1,2	1,2	NUM
american_scientific_journal-4735	15	19	]	]	PUNCT
american_scientific_journal-4735	15	20	,	,	PUNCT
american_scientific_journal-4735	15	21	including	include	VERB
american_scientific_journal-4735	15	22	physiological	physiological	NOUN
american_scientific_journal-4735	15	23	-	-	PUNCT
american_scientific_journal-4735	15	24	based	base	VERB
american_scientific_journal-4735	15	25	,	,	PUNCT
american_scientific_journal-4735	15	26	vehicle	vehicle	NOUN
american_scientific_journal-4735	15	27	-	-	PUNCT
american_scientific_journal-4735	15	28	based	base	VERB
american_scientific_journal-4735	15	29	,	,	PUNCT
american_scientific_journal-4735	15	30	and	and	CCONJ
american_scientific_journal-4735	15	31	vision	vision	NOUN
american_scientific_journal-4735	15	32	-	-	PUNCT
american_scientific_journal-4735	15	33	based	base	VERB
american_scientific_journal-4735	15	34	approaches	approach	NOUN
american_scientific_journal-4735	15	35	.	.	PUNCT
american_scientific_journal-4735	16	1	the	the	DET
american_scientific_journal-4735	16	2	detection	detection	NOUN
american_scientific_journal-4735	16	3	of	of	ADP
american_scientific_journal-4735	16	4	human	human	ADJ
american_scientific_journal-4735	16	5	physical	physical	ADJ
american_scientific_journal-4735	16	6	signals	signal	NOUN
american_scientific_journal-4735	16	7	plays	play	VERB
american_scientific_journal-4735	16	8	an	an	DET
american_scientific_journal-4735	16	9	important	important	ADJ
american_scientific_journal-4735	16	10	part	part	NOUN
american_scientific_journal-4735	16	11	in	in	ADP
american_scientific_journal-4735	16	12	modern	modern	ADJ
american_scientific_journal-4735	16	13	medical	medical	ADJ
american_scientific_journal-4735	16	14	treatment	treatment	NOUN
american_scientific_journal-4735	16	15	and	and	CCONJ
american_scientific_journal-4735	16	16	research	research	NOUN
american_scientific_journal-4735	16	17	.	.	PUNCT
american_scientific_journal-4735	17	1	for	for	ADP
american_scientific_journal-4735	17	2	first	first	ADJ
american_scientific_journal-4735	17	3	method	method	NOUN
american_scientific_journal-4735	17	4	,	,	PUNCT
american_scientific_journal-4735	17	5	researchers	researcher	NOUN
american_scientific_journal-4735	17	6	use	use	VERB
american_scientific_journal-4735	17	7	the	the	DET
american_scientific_journal-4735	17	8	measurement	measurement	NOUN
american_scientific_journal-4735	17	9	of	of	ADP
american_scientific_journal-4735	17	10	physiological	physiological	ADJ
american_scientific_journal-4735	17	11	activities	activity	NOUN
american_scientific_journal-4735	17	12	to	to	PART
american_scientific_journal-4735	17	13	detect	detect	VERB
american_scientific_journal-4735	17	14	fatigue	fatigue	NOUN
american_scientific_journal-4735	17	15	.	.	PUNCT
american_scientific_journal-4735	18	1	these	these	DET
american_scientific_journal-4735	18	2	signals	signal	NOUN
american_scientific_journal-4735	18	3	characteristics	characteristic	NOUN
american_scientific_journal-4735	18	4	are	be	AUX
american_scientific_journal-4735	18	5	acquired	acquire	VERB
american_scientific_journal-4735	18	6	from	from	ADP
american_scientific_journal-4735	18	7	various	various	ADJ
american_scientific_journal-4735	18	8	sensors	sensor	NOUN
american_scientific_journal-4735	18	9	attached	attach	VERB
american_scientific_journal-4735	18	10	to	to	ADP
american_scientific_journal-4735	18	11	the	the	DET
american_scientific_journal-4735	18	12	body	body	NOUN
american_scientific_journal-4735	18	13	in	in	ADP
american_scientific_journal-4735	18	14	some	some	DET
american_scientific_journal-4735	18	15	particular	particular	ADJ
american_scientific_journal-4735	18	16	areas	area	NOUN
american_scientific_journal-4735	18	17	such	such	ADJ
american_scientific_journal-4735	18	18	as	as	ADP
american_scientific_journal-4735	18	19	head	head	NOUN
american_scientific_journal-4735	18	20	(	(	PUNCT
american_scientific_journal-4735	18	21	analyzing	analyze	VERB
american_scientific_journal-4735	18	22	electroencephalogram	electroencephalogram	NOUN
american_scientific_journal-4735	18	23	-	-	PUNCT
american_scientific_journal-4735	18	24	eeg	eeg	NOUN
american_scientific_journal-4735	18	25	[	[	X
american_scientific_journal-4735	18	26	3	3	NUM
american_scientific_journal-4735	18	27	]	]	NUM
american_scientific_journal-4735	18	28	)	)	PUNCT
american_scientific_journal-4735	18	29	,	,	PUNCT
american_scientific_journal-4735	18	30	chest	chest	NOUN
american_scientific_journal-4735	18	31	(	(	PUNCT
american_scientific_journal-4735	18	32	obtaining	obtain	VERB
american_scientific_journal-4735	18	33	electrocardiograph	electrocardiograph	NOUN
american_scientific_journal-4735	18	34	-	-	PUNCT
american_scientific_journal-4735	18	35	ecg	ecg	PROPN
american_scientific_journal-4735	18	36	[	[	X
american_scientific_journal-4735	18	37	4	4	NUM
american_scientific_journal-4735	18	38	]	]	NUM
american_scientific_journal-4735	18	39	)	)	PUNCT
american_scientific_journal-4735	18	40	,	,	PUNCT
american_scientific_journal-4735	18	41	muscle	muscle	NOUN
american_scientific_journal-4735	18	42	(	(	PUNCT
american_scientific_journal-4735	18	43	acquiring	acquire	VERB
american_scientific_journal-4735	18	44	electric	electric	ADJ
american_scientific_journal-4735	18	45	signals	signal	NOUN
american_scientific_journal-4735	18	46	from	from	ADP
american_scientific_journal-4735	18	47	muscle	muscle	NOUN
american_scientific_journal-4735	18	48	cells	cell	NOUN
american_scientific_journal-4735	18	49	which	which	PRON
american_scientific_journal-4735	18	50	called	call	VERB
american_scientific_journal-4735	18	51	electromyogram	electromyogram	NOUN
american_scientific_journal-4735	18	52	-	-	PUNCT
american_scientific_journal-4735	18	53	emg	emg	NOUN
american_scientific_journal-4735	18	54	)	)	PUNCT
american_scientific_journal-4735	19	1	[	[	X
american_scientific_journal-4735	19	2	5	5	NUM
american_scientific_journal-4735	19	3	]	]	PUNCT
american_scientific_journal-4735	19	4	,	,	PUNCT
american_scientific_journal-4735	19	5	fingers	finger	NOUN
american_scientific_journal-4735	19	6	,	,	PUNCT
american_scientific_journal-4735	19	7	and	and	CCONJ
american_scientific_journal-4735	19	8	eyes	eye	NOUN
american_scientific_journal-4735	19	9	(	(	PUNCT
american_scientific_journal-4735	19	10	detecting	detect	VERB
american_scientific_journal-4735	19	11	the	the	DET
american_scientific_journal-4735	19	12	change	change	NOUN
american_scientific_journal-4735	19	13	of	of	ADP
american_scientific_journal-4735	19	14	eyes	eye	NOUN
american_scientific_journal-4735	19	15	’	'	PUNCT
american_scientific_journal-4735	19	16	resting	rest	VERB
american_scientific_journal-4735	19	17	potential	potential	ADJ
american_scientific_journal-4735	19	18	and	and	CCONJ
american_scientific_journal-4735	19	19	generating	generate	VERB
american_scientific_journal-4735	19	20	electrooculogram	electrooculogram	NOUN
american_scientific_journal-4735	19	21	-	-	PUNCT
american_scientific_journal-4735	19	22	eog	eog	NOUN
american_scientific_journal-4735	19	23	)	)	PUNCT
american_scientific_journal-4735	20	1	[	[	X
american_scientific_journal-4735	20	2	6	6	NUM
american_scientific_journal-4735	20	3	]	]	PUNCT
american_scientific_journal-4735	20	4	,	,	PUNCT
american_scientific_journal-4735	20	5	etc	etc	X
american_scientific_journal-4735	20	6	.	.	X
american_scientific_journal-4735	20	7	however	however	ADV
american_scientific_journal-4735	20	8	,	,	PUNCT
american_scientific_journal-4735	20	9	these	these	DET
american_scientific_journal-4735	20	10	approaches	approach	NOUN
american_scientific_journal-4735	20	11	are	be	AUX
american_scientific_journal-4735	20	12	invasive	invasive	ADJ
american_scientific_journal-4735	20	13	,	,	PUNCT
american_scientific_journal-4735	20	14	unfriendly	unfriendly	ADJ
american_scientific_journal-4735	20	15	,	,	PUNCT
american_scientific_journal-4735	20	16	and	and	CCONJ
american_scientific_journal-4735	20	17	require	require	VERB
american_scientific_journal-4735	20	18	contact	contact	NOUN
american_scientific_journal-4735	20	19	with	with	ADP
american_scientific_journal-4735	20	20	the	the	DET
american_scientific_journal-4735	20	21	driver	driver	NOUN
american_scientific_journal-4735	20	22	's	's	PART
american_scientific_journal-4735	20	23	body	body	NOUN
american_scientific_journal-4735	20	24	.	.	PUNCT
american_scientific_journal-4735	21	1	sometimes	sometimes	ADV
american_scientific_journal-4735	21	2	it	it	PRON
american_scientific_journal-4735	21	3	can	can	AUX
american_scientific_journal-4735	21	4	receive	receive	VERB
american_scientific_journal-4735	21	5	an	an	DET
american_scientific_journal-4735	21	6	accurate	accurate	ADJ
american_scientific_journal-4735	21	7	detection	detection	NOUN
american_scientific_journal-4735	21	8	result	result	NOUN
american_scientific_journal-4735	21	9	,	,	PUNCT
american_scientific_journal-4735	21	10	but	but	CCONJ
american_scientific_journal-4735	21	11	not	not	PART
american_scientific_journal-4735	21	12	very	very	ADV
american_scientific_journal-4735	21	13	practical	practical	ADJ
american_scientific_journal-4735	21	14	in	in	ADP
american_scientific_journal-4735	21	15	most	most	ADJ
american_scientific_journal-4735	21	16	cases	case	NOUN
american_scientific_journal-4735	21	17	.	.	PUNCT
american_scientific_journal-4735	22	1	the	the	DET
american_scientific_journal-4735	22	2	method	method	NOUN
american_scientific_journal-4735	22	3	relying	rely	VERB
american_scientific_journal-4735	22	4	on	on	ADP
american_scientific_journal-4735	22	5	vehicle	vehicle	NOUN
american_scientific_journal-4735	22	6	operating	operate	VERB
american_scientific_journal-4735	22	7	status	status	NOUN
american_scientific_journal-4735	22	8	information	information	NOUN
american_scientific_journal-4735	22	9	is	be	AUX
american_scientific_journal-4735	22	10	used	use	VERB
american_scientific_journal-4735	22	11	to	to	PART
american_scientific_journal-4735	22	12	measure	measure	VERB
american_scientific_journal-4735	22	13	the	the	DET
american_scientific_journal-4735	22	14	behaviors	behavior	NOUN
american_scientific_journal-4735	22	15	of	of	ADP
american_scientific_journal-4735	22	16	vehicles	vehicle	NOUN
american_scientific_journal-4735	22	17	,	,	PUNCT
american_scientific_journal-4735	22	18	such	such	ADJ
american_scientific_journal-4735	22	19	as	as	ADP
american_scientific_journal-4735	22	20	speed	speed	NOUN
american_scientific_journal-4735	22	21	,	,	PUNCT
american_scientific_journal-4735	22	22	steering	steering	NOUN
american_scientific_journal-4735	22	23	wheel	wheel	NOUN
american_scientific_journal-4735	22	24	angles	angle	NOUN
american_scientific_journal-4735	22	25	[	[	X
american_scientific_journal-4735	22	26	7	7	NUM
american_scientific_journal-4735	22	27	]	]	PUNCT
american_scientific_journal-4735	22	28	,	,	PUNCT
american_scientific_journal-4735	22	29	and	and	CCONJ
american_scientific_journal-4735	22	30	lane	lane	NOUN
american_scientific_journal-4735	22	31	departure	departure	NOUN
american_scientific_journal-4735	22	32	detection	detection	NOUN
american_scientific_journal-4735	23	1	[	[	X
american_scientific_journal-4735	23	2	8	8	NUM
american_scientific_journal-4735	23	3	]	]	PUNCT
american_scientific_journal-4735	23	4	,	,	PUNCT
american_scientific_journal-4735	23	5	etc	etc	X
american_scientific_journal-4735	23	6	.	.	X
american_scientific_journal-4735	23	7	but	but	CCONJ
american_scientific_journal-4735	23	8	these	these	DET
american_scientific_journal-4735	23	9	methods	method	NOUN
american_scientific_journal-4735	23	10	are	be	AUX
american_scientific_journal-4735	23	11	affected	affect	VERB
american_scientific_journal-4735	23	12	by	by	ADP
american_scientific_journal-4735	23	13	driving	drive	VERB
american_scientific_journal-4735	23	14	conditions	condition	NOUN
american_scientific_journal-4735	23	15	,	,	PUNCT
american_scientific_journal-4735	23	16	driving	drive	VERB
american_scientific_journal-4735	23	17	experience	experience	NOUN
american_scientific_journal-4735	23	18	,	,	PUNCT
american_scientific_journal-4735	23	19	driving	drive	VERB
american_scientific_journal-4735	23	20	habit	habit	NOUN
american_scientific_journal-4735	23	21	,	,	PUNCT
american_scientific_journal-4735	23	22	vehicle	vehicle	NOUN
american_scientific_journal-4735	23	23	type	type	NOUN
american_scientific_journal-4735	23	24	.	.	PUNCT
american_scientific_journal-4735	24	1	these	these	DET
american_scientific_journal-4735	24	2	parameters	parameter	NOUN
american_scientific_journal-4735	24	3	are	be	AUX
american_scientific_journal-4735	24	4	greatly	greatly	ADV
american_scientific_journal-4735	24	5	influenced	influence	VERB
american_scientific_journal-4735	24	6	by	by	ADP
american_scientific_journal-4735	24	7	drivers	driver	NOUN
american_scientific_journal-4735	24	8	’	’	PART
american_scientific_journal-4735	24	9	individual	individual	ADJ
american_scientific_journal-4735	24	10	differences	difference	NOUN
american_scientific_journal-4735	24	11	,	,	PUNCT
american_scientific_journal-4735	24	12	especially	especially	ADV
american_scientific_journal-4735	24	13	road	road	NOUN
american_scientific_journal-4735	24	14	conditions	condition	NOUN
american_scientific_journal-4735	24	15	.	.	PUNCT
american_scientific_journal-4735	25	1	a	a	DET
american_scientific_journal-4735	25	2	third	third	ADJ
american_scientific_journal-4735	25	3	way	way	NOUN
american_scientific_journal-4735	25	4	to	to	PART
american_scientific_journal-4735	25	5	identify	identify	VERB
american_scientific_journal-4735	25	6	the	the	DET
american_scientific_journal-4735	25	7	drowsy	drowsy	NOUN
american_scientific_journal-4735	25	8	driver	driver	NOUN
american_scientific_journal-4735	25	9	is	be	AUX
american_scientific_journal-4735	25	10	to	to	PART
american_scientific_journal-4735	25	11	apply	apply	VERB
american_scientific_journal-4735	25	12	cameras	camera	NOUN
american_scientific_journal-4735	25	13	and	and	CCONJ
american_scientific_journal-4735	25	14	machine	machine	NOUN
american_scientific_journal-4735	25	15	vision	vision	NOUN
american_scientific_journal-4735	25	16	algorithms	algorithm	NOUN
american_scientific_journal-4735	25	17	for	for	ADP
american_scientific_journal-4735	25	18	capturing	capture	VERB
american_scientific_journal-4735	25	19	and	and	CCONJ
american_scientific_journal-4735	25	20	analyzing	analyze	VERB
american_scientific_journal-4735	25	21	visual	visual	ADJ
american_scientific_journal-4735	25	22	information	information	NOUN
american_scientific_journal-4735	25	23	while	while	SCONJ
american_scientific_journal-4735	25	24	driving	drive	VERB
american_scientific_journal-4735	25	25	,	,	PUNCT
american_scientific_journal-4735	25	26	such	such	ADJ
american_scientific_journal-4735	25	27	as	as	ADP
american_scientific_journal-4735	25	28	blink	blink	NOUN
american_scientific_journal-4735	25	29	frequency	frequency	NOUN
american_scientific_journal-4735	25	30	,	,	PUNCT
american_scientific_journal-4735	25	31	yawning	yawn	VERB
american_scientific_journal-4735	25	32	[	[	X
american_scientific_journal-4735	25	33	9	9	NUM
american_scientific_journal-4735	25	34	]	]	PUNCT
american_scientific_journal-4735	25	35	,	,	PUNCT
american_scientific_journal-4735	25	36	head	head	NOUN
american_scientific_journal-4735	25	37	movement	movement	NOUN
american_scientific_journal-4735	25	38	,	,	PUNCT
american_scientific_journal-4735	25	39	gaze	gaze	NOUN
american_scientific_journal-4735	25	40	direction	direction	NOUN
american_scientific_journal-4735	25	41	[	[	X
american_scientific_journal-4735	25	42	10	10	NUM
american_scientific_journal-4735	25	43	]	]	PUNCT
american_scientific_journal-4735	25	44	,	,	PUNCT
american_scientific_journal-4735	25	45	and	and	CCONJ
american_scientific_journal-4735	25	46	especially	especially	ADV
american_scientific_journal-4735	25	47	facial	facial	ADJ
american_scientific_journal-4735	25	48	expression	expression	NOUN
american_scientific_journal-4735	25	49	[	[	X
american_scientific_journal-4735	25	50	11	11	NUM
american_scientific_journal-4735	25	51	]	]	PUNCT
american_scientific_journal-4735	25	52	,	,	PUNCT
american_scientific_journal-4735	25	53	which	which	PRON
american_scientific_journal-4735	25	54	can	can	AUX
american_scientific_journal-4735	25	55	provide	provide	VERB
american_scientific_journal-4735	25	56	observable	observable	ADJ
american_scientific_journal-4735	25	57	cues	cue	NOUN
american_scientific_journal-4735	25	58	in	in	ADP
american_scientific_journal-4735	25	59	changing	change	VERB
american_scientific_journal-4735	25	60	facial	facial	ADJ
american_scientific_journal-4735	25	61	features	feature	NOUN
american_scientific_journal-4735	25	62	.	.	PUNCT
american_scientific_journal-4735	26	1	a	a	DET
american_scientific_journal-4735	26	2	significant	significant	ADJ
american_scientific_journal-4735	26	3	evaluation	evaluation	NOUN
american_scientific_journal-4735	26	4	index	index	NOUN
american_scientific_journal-4735	26	5	called	call	VERB
american_scientific_journal-4735	26	6	“	"	PUNCT
american_scientific_journal-4735	26	7	perclos	perclo	NOUN
american_scientific_journal-4735	26	8	[	[	X
american_scientific_journal-4735	26	9	12	12	NUM
american_scientific_journal-4735	26	10	]	]	PUNCT
american_scientific_journal-4735	26	11	”	"	PUNCT
american_scientific_journal-4735	26	12	,	,	PUNCT
american_scientific_journal-4735	26	13	referring	refer	VERB
american_scientific_journal-4735	26	14	to	to	ADP
american_scientific_journal-4735	26	15	the	the	DET
american_scientific_journal-4735	26	16	percentage	percentage	NOUN
american_scientific_journal-4735	26	17	of	of	ADP
american_scientific_journal-4735	26	18	the	the	DET
american_scientific_journal-4735	26	19	eye	eye	NOUN
american_scientific_journal-4735	26	20	closing	closing	NOUN
american_scientific_journal-4735	26	21	time	time	NOUN
american_scientific_journal-4735	26	22	over	over	ADP
american_scientific_journal-4735	26	23	a	a	DET
american_scientific_journal-4735	26	24	specific	specific	ADJ
american_scientific_journal-4735	26	25	time	time	NOUN
american_scientific_journal-4735	26	26	period	period	NOUN
american_scientific_journal-4735	26	27	,	,	PUNCT
american_scientific_journal-4735	26	28	is	be	AUX
american_scientific_journal-4735	26	29	widely	widely	ADV
american_scientific_journal-4735	26	30	used	use	VERB
american_scientific_journal-4735	26	31	to	to	PART
american_scientific_journal-4735	26	32	identify	identify	VERB
american_scientific_journal-4735	26	33	fatigue	fatigue	NOUN
american_scientific_journal-4735	26	34	.	.	PUNCT
american_scientific_journal-4735	27	1	the	the	DET
american_scientific_journal-4735	27	2	third	third	ADJ
american_scientific_journal-4735	27	3	method	method	NOUN
american_scientific_journal-4735	27	4	has	have	AUX
american_scientific_journal-4735	27	5	been	be	AUX
american_scientific_journal-4735	27	6	well	well	ADV
american_scientific_journal-4735	27	7	received	receive	VERB
american_scientific_journal-4735	27	8	,	,	PUNCT
american_scientific_journal-4735	27	9	owing	owe	VERB
american_scientific_journal-4735	27	10	to	to	ADP
american_scientific_journal-4735	27	11	its	its	PRON
american_scientific_journal-4735	27	12	non	non	ADJ
american_scientific_journal-4735	27	13	-	-	ADJ
american_scientific_journal-4735	27	14	intrusive	intrusive	ADJ
american_scientific_journal-4735	27	15	,	,	PUNCT
american_scientific_journal-4735	27	16	low	low	ADJ
american_scientific_journal-4735	27	17	-	-	PUNCT
american_scientific_journal-4735	27	18	cost	cost	NOUN
american_scientific_journal-4735	27	19	and	and	CCONJ
american_scientific_journal-4735	27	20	friendly	friendly	ADJ
american_scientific_journal-4735	27	21	peculiarity	peculiarity	NOUN
american_scientific_journal-4735	27	22	in	in	ADP
american_scientific_journal-4735	27	23	monitoring	monitor	VERB
american_scientific_journal-4735	27	24	the	the	DET
american_scientific_journal-4735	27	25	driving	drive	VERB
american_scientific_journal-4735	27	26	state	state	NOUN
american_scientific_journal-4735	27	27	,	,	PUNCT
american_scientific_journal-4735	27	28	and	and	CCONJ
american_scientific_journal-4735	27	29	the	the	DET
american_scientific_journal-4735	27	30	visual	visual	ADJ
american_scientific_journal-4735	27	31	behavior	behavior	NOUN
american_scientific_journal-4735	27	32	of	of	ADP
american_scientific_journal-4735	27	33	drowsy	drowsy	NOUN
american_scientific_journal-4735	27	34	drivers	driver	NOUN
american_scientific_journal-4735	27	35	is	be	AUX
american_scientific_journal-4735	27	36	significantly	significantly	ADV
american_scientific_journal-4735	27	37	different	different	ADJ
american_scientific_journal-4735	27	38	compared	compare	VERB
american_scientific_journal-4735	27	39	to	to	ADP
american_scientific_journal-4735	27	40	sober	sober	ADJ
american_scientific_journal-4735	27	41	-	-	PUNCT
american_scientific_journal-4735	27	42	minded	minded	ADJ
american_scientific_journal-4735	27	43	drivers	driver	NOUN
american_scientific_journal-4735	27	44	.	.	PUNCT
american_scientific_journal-4735	28	1	in	in	ADP
american_scientific_journal-4735	28	2	recent	recent	ADJ
american_scientific_journal-4735	28	3	years	year	NOUN
american_scientific_journal-4735	28	4	,	,	PUNCT
american_scientific_journal-4735	28	5	deep	deep	ADJ
american_scientific_journal-4735	28	6	learning	learning	NOUN
american_scientific_journal-4735	28	7	[	[	X
american_scientific_journal-4735	28	8	13	13	NUM
american_scientific_journal-4735	28	9	]	]	PUNCT
american_scientific_journal-4735	28	10	algorithms	algorithm	NOUN
american_scientific_journal-4735	28	11	represented	represent	VERB
american_scientific_journal-4735	28	12	by	by	ADP
american_scientific_journal-4735	28	13	convolutional	convolutional	ADJ
american_scientific_journal-4735	28	14	neural	neural	ADJ
american_scientific_journal-4735	28	15	networks	network	NOUN
american_scientific_journal-4735	28	16	(	(	PUNCT
american_scientific_journal-4735	28	17	cnns	cnns	PROPN
american_scientific_journal-4735	28	18	)	)	PUNCT
american_scientific_journal-4735	28	19	have	have	AUX
american_scientific_journal-4735	28	20	been	be	AUX
american_scientific_journal-4735	28	21	successfully	successfully	ADV
american_scientific_journal-4735	28	22	applied	apply	VERB
american_scientific_journal-4735	28	23	in	in	ADP
american_scientific_journal-4735	28	24	substantial	substantial	ADJ
american_scientific_journal-4735	28	25	visual	visual	ADJ
american_scientific_journal-4735	28	26	tasks	task	NOUN
american_scientific_journal-4735	28	27	:	:	PUNCT
american_scientific_journal-4735	28	28	target	target	NOUN
american_scientific_journal-4735	28	29	categorization	categorization	NOUN
american_scientific_journal-4735	28	30	,	,	PUNCT
american_scientific_journal-4735	28	31	object	object	NOUN
american_scientific_journal-4735	28	32	segmentation	segmentation	NOUN
american_scientific_journal-4735	28	33	,	,	PUNCT
american_scientific_journal-4735	28	34	target	target	NOUN
american_scientific_journal-4735	28	35	detection	detection	NOUN
american_scientific_journal-4735	28	36	,	,	PUNCT
american_scientific_journal-4735	28	37	etc	etc	X
american_scientific_journal-4735	28	38	,	,	PUNCT
american_scientific_journal-4735	28	39	due	due	ADP
american_scientific_journal-4735	28	40	to	to	ADP
american_scientific_journal-4735	28	41	its	its	PRON
american_scientific_journal-4735	28	42	strong	strong	ADJ
american_scientific_journal-4735	28	43	feature	feature	NOUN
american_scientific_journal-4735	28	44	extraction	extraction	NOUN
american_scientific_journal-4735	28	45	ability	ability	NOUN
american_scientific_journal-4735	28	46	and	and	CCONJ
american_scientific_journal-4735	28	47	robustness	robustness	NOUN
american_scientific_journal-4735	28	48	.	.	PUNCT
american_scientific_journal-4735	29	1	many	many	ADJ
american_scientific_journal-4735	29	2	excellent	excellent	ADJ
american_scientific_journal-4735	29	3	cnn	cnn	PROPN
american_scientific_journal-4735	29	4	models	model	NOUN
american_scientific_journal-4735	29	5	are	be	AUX
american_scientific_journal-4735	29	6	also	also	ADV
american_scientific_journal-4735	29	7	advanced	advanced	ADJ
american_scientific_journal-4735	29	8	and	and	CCONJ
american_scientific_journal-4735	29	9	have	have	AUX
american_scientific_journal-4735	29	10	achieved	achieve	VERB
american_scientific_journal-4735	29	11	good	good	ADJ
american_scientific_journal-4735	29	12	results	result	NOUN
american_scientific_journal-4735	29	13	such	such	ADJ
american_scientific_journal-4735	29	14	as	as	ADP
american_scientific_journal-4735	29	15	alexnet	alexnet	NOUN
american_scientific_journal-4735	29	16	[	[	X
american_scientific_journal-4735	29	17	14	14	NUM
american_scientific_journal-4735	29	18	]	]	PUNCT
american_scientific_journal-4735	29	19	,	,	PUNCT
american_scientific_journal-4735	29	20	vgg	vgg	NOUN
american_scientific_journal-4735	29	21	-	-	PUNCT
american_scientific_journal-4735	29	22	net	net	NOUN
american_scientific_journal-4735	30	1	[	[	X
american_scientific_journal-4735	30	2	15	15	NUM
american_scientific_journal-4735	30	3	]	]	PUNCT
american_scientific_journal-4735	30	4	,	,	PUNCT
american_scientific_journal-4735	30	5	resnet	resnet	VERB
american_scientific_journal-4735	30	6	[	[	X
american_scientific_journal-4735	30	7	16	16	NUM
american_scientific_journal-4735	30	8	]	]	PUNCT
american_scientific_journal-4735	30	9	,	,	PUNCT
american_scientific_journal-4735	30	10	densenet	densenet	NOUN
american_scientific_journal-4735	31	1	[	[	X
american_scientific_journal-4735	31	2	17	17	NUM
american_scientific_journal-4735	31	3	]	]	PUNCT
american_scientific_journal-4735	31	4	,	,	PUNCT
american_scientific_journal-4735	31	5	se	se	X
american_scientific_journal-4735	31	6	-	-	NOUN
american_scientific_journal-4735	31	7	net	net	ADJ
american_scientific_journal-4735	31	8	[	[	X
american_scientific_journal-4735	31	9	18	18	NUM
american_scientific_journal-4735	31	10	]	]	PUNCT
american_scientific_journal-4735	31	11	,	,	PUNCT
american_scientific_journal-4735	31	12	etc	etc	X
american_scientific_journal-4735	31	13	.	.	X
american_scientific_journal-4735	32	1	in	in	ADP
american_scientific_journal-4735	32	2	addition	addition	NOUN
american_scientific_journal-4735	32	3	,	,	PUNCT
american_scientific_journal-4735	32	4	some	some	DET
american_scientific_journal-4735	32	5	techniques	technique	NOUN
american_scientific_journal-4735	32	6	are	be	AUX
american_scientific_journal-4735	32	7	used	use	VERB
american_scientific_journal-4735	32	8	to	to	PART
american_scientific_journal-4735	32	9	optimize	optimize	VERB
american_scientific_journal-4735	32	10	network	network	NOUN
american_scientific_journal-4735	32	11	and	and	CCONJ
american_scientific_journal-4735	32	12	heighten	heighten	VERB
american_scientific_journal-4735	32	13	learning	learning	NOUN
american_scientific_journal-4735	32	14	ability	ability	NOUN
american_scientific_journal-4735	32	15	.	.	PUNCT
american_scientific_journal-4735	33	1	inception	inception	ADJ
american_scientific_journal-4735	33	2	architectures	architecture	NOUN
american_scientific_journal-4735	33	3	[	[	X
american_scientific_journal-4735	33	4	19	19	NUM
american_scientific_journal-4735	33	5	]	]	PUNCT
american_scientific_journal-4735	33	6	show	show	VERB
american_scientific_journal-4735	33	7	that	that	SCONJ
american_scientific_journal-4735	33	8	the	the	DET
american_scientific_journal-4735	33	9	network	network	NOUN
american_scientific_journal-4735	33	10	can	can	AUX
american_scientific_journal-4735	33	11	achieve	achieve	VERB
american_scientific_journal-4735	33	12	competitive	competitive	ADJ
american_scientific_journal-4735	33	13	accuracy	accuracy	NOUN
american_scientific_journal-4735	33	14	by	by	ADP
american_scientific_journal-4735	33	15	embedding	embed	VERB
american_scientific_journal-4735	33	16	multi	multi	ADJ
american_scientific_journal-4735	33	17	-	-	ADJ
american_scientific_journal-4735	33	18	scale	scale	ADJ
american_scientific_journal-4735	33	19	processes	process	NOUN
american_scientific_journal-4735	33	20	in	in	ADP
american_scientific_journal-4735	33	21	its	its	PRON
american_scientific_journal-4735	33	22	modules	module	NOUN
american_scientific_journal-4735	33	23	.	.	PUNCT
american_scientific_journal-4735	34	1	batch	batch	NOUN
american_scientific_journal-4735	34	2	normalization	normalization	NOUN
american_scientific_journal-4735	34	3	operation	operation	NOUN
american_scientific_journal-4735	34	4	,	,	PUNCT
american_scientific_journal-4735	34	5	which	which	PRON
american_scientific_journal-4735	34	6	is	be	AUX
american_scientific_journal-4735	34	7	brought	bring	VERB
american_scientific_journal-4735	34	8	forward	forward	ADV
american_scientific_journal-4735	34	9	by	by	ADP
american_scientific_journal-4735	34	10	ioffe	ioffe	NOUN
american_scientific_journal-4735	34	11	,	,	PUNCT
american_scientific_journal-4735	34	12	s	s	PART
american_scientific_journal-4735	34	13	and	and	CCONJ
american_scientific_journal-4735	34	14	his	his	PRON
american_scientific_journal-4735	34	15	colleagues	colleague	NOUN
american_scientific_journal-4735	34	16	(	(	PUNCT
american_scientific_journal-4735	34	17	2015	2015	NUM
american_scientific_journal-4735	34	18	)	)	PUNCT
american_scientific_journal-4735	35	1	[	[	X
american_scientific_journal-4735	35	2	20	20	NUM
american_scientific_journal-4735	35	3	]	]	PUNCT
american_scientific_journal-4735	35	4	,	,	PUNCT
american_scientific_journal-4735	35	5	not	not	PART
american_scientific_journal-4735	35	6	only	only	ADV
american_scientific_journal-4735	35	7	can	can	AUX
american_scientific_journal-4735	35	8	speed	speed	VERB
american_scientific_journal-4735	35	9	up	up	ADP
american_scientific_journal-4735	35	10	the	the	DET
american_scientific_journal-4735	35	11	convergence	convergence	NOUN
american_scientific_journal-4735	35	12	of	of	ADP
american_scientific_journal-4735	35	13	the	the	DET
american_scientific_journal-4735	35	14	model	model	NOUN
american_scientific_journal-4735	35	15	,	,	PUNCT
american_scientific_journal-4735	35	16	but	but	CCONJ
american_scientific_journal-4735	35	17	also	also	ADV
american_scientific_journal-4735	35	18	abate	abate	VERB
american_scientific_journal-4735	35	19	the	the	DET
american_scientific_journal-4735	35	20	gradient	gradient	ADJ
american_scientific_journal-4735	35	21	dispersion	dispersion	NOUN
american_scientific_journal-4735	35	22	of	of	ADP
american_scientific_journal-4735	35	23	deep	deep	ADJ
american_scientific_journal-4735	35	24	convolution	convolution	NOUN
american_scientific_journal-4735	35	25	network	network	NOUN
american_scientific_journal-4735	35	26	and	and	CCONJ
american_scientific_journal-4735	35	27	prevent	prevent	VERB
american_scientific_journal-4735	35	28	over	over	ADP
american_scientific_journal-4735	35	29	-	-	PUNCT
american_scientific_journal-4735	35	30	fitting	fit	VERB
american_scientific_journal-4735	35	31	.	.	PUNCT
american_scientific_journal-4735	36	1	transfer	transfer	NOUN
american_scientific_journal-4735	36	2	learning	learn	VERB
american_scientific_journal-4735	36	3	idea	idea	NOUN
american_scientific_journal-4735	37	1	[	[	X
american_scientific_journal-4735	37	2	21	21	NUM
american_scientific_journal-4735	37	3	]	]	PUNCT
american_scientific_journal-4735	37	4	was	be	AUX
american_scientific_journal-4735	37	5	raised	raise	VERB
american_scientific_journal-4735	37	6	to	to	PART
american_scientific_journal-4735	37	7	initialize	initialize	VERB
american_scientific_journal-4735	37	8	the	the	DET
american_scientific_journal-4735	37	9	target	target	NOUN
american_scientific_journal-4735	37	10	dataset	dataset	NOUN
american_scientific_journal-4735	37	11	network	network	NOUN
american_scientific_journal-4735	37	12	weights	weight	NOUN
american_scientific_journal-4735	37	13	,	,	PUNCT
american_scientific_journal-4735	37	14	using	use	VERB
american_scientific_journal-4735	37	15	the	the	DET
american_scientific_journal-4735	37	16	pre	pre	ADJ
american_scientific_journal-4735	37	17	-	-	ADJ
american_scientific_journal-4735	37	18	trained	train	VERB
american_scientific_journal-4735	37	19	cnn	cnn	PROPN
american_scientific_journal-4735	37	20	model	model	NOUN
american_scientific_journal-4735	37	21	from	from	ADP
american_scientific_journal-4735	37	22	the	the	DET
american_scientific_journal-4735	37	23	big	big	ADJ
american_scientific_journal-4735	37	24	dataset	dataset	NOUN
american_scientific_journal-4735	37	25	to	to	ADP
american_scientific_journal-4735	37	26	fine	fine	ADJ
american_scientific_journal-4735	37	27	-	-	PUNCT
american_scientific_journal-4735	37	28	tune	tune	NOUN
american_scientific_journal-4735	37	29	the	the	DET
american_scientific_journal-4735	37	30	network	network	NOUN
american_scientific_journal-4735	37	31	weights	weight	NOUN
american_scientific_journal-4735	37	32	of	of	ADP
american_scientific_journal-4735	37	33	small	small	ADJ
american_scientific_journal-4735	37	34	-	-	PUNCT
american_scientific_journal-4735	37	35	scale	scale	NOUN
american_scientific_journal-4735	37	36	target	target	NOUN
american_scientific_journal-4735	37	37	dataset	dataset	NOUN
american_scientific_journal-4735	37	38	.	.	PUNCT
american_scientific_journal-4735	38	1	lately	lately	ADV
american_scientific_journal-4735	38	2	,	,	PUNCT
american_scientific_journal-4735	38	3	deep	deep	ADJ
american_scientific_journal-4735	38	4	learning	learning	NOUN
american_scientific_journal-4735	38	5	with	with	ADP
american_scientific_journal-4735	38	6	visual	visual	ADJ
american_scientific_journal-4735	38	7	features	feature	NOUN
american_scientific_journal-4735	38	8	to	to	PART
american_scientific_journal-4735	38	9	judge	judge	VERB
american_scientific_journal-4735	38	10	fatigue	fatigue	NOUN
american_scientific_journal-4735	38	11	driving	driving	NOUN
american_scientific_journal-4735	38	12	has	have	AUX
american_scientific_journal-4735	38	13	become	become	VERB
american_scientific_journal-4735	38	14	a	a	DET
american_scientific_journal-4735	38	15	popular	popular	ADJ
american_scientific_journal-4735	38	16	trend	trend	NOUN
american_scientific_journal-4735	38	17	.	.	PUNCT
american_scientific_journal-4735	39	1	however	however	ADV
american_scientific_journal-4735	39	2	,	,	PUNCT
american_scientific_journal-4735	39	3	based	base	VERB
american_scientific_journal-4735	39	4	on	on	ADP
american_scientific_journal-4735	39	5	this	this	DET
american_scientific_journal-4735	39	6	method	method	NOUN
american_scientific_journal-4735	39	7	,	,	PUNCT
american_scientific_journal-4735	39	8	there	there	PRON
american_scientific_journal-4735	39	9	are	be	VERB
american_scientific_journal-4735	39	10	still	still	ADV
american_scientific_journal-4735	39	11	some	some	DET
american_scientific_journal-4735	39	12	problems	problem	NOUN
american_scientific_journal-4735	39	13	to	to	PART
american_scientific_journal-4735	39	14	be	be	AUX
american_scientific_journal-4735	39	15	solved	solve	VERB
american_scientific_journal-4735	39	16	,	,	PUNCT
american_scientific_journal-4735	39	17	which	which	PRON
american_scientific_journal-4735	39	18	are	be	AUX
american_scientific_journal-4735	39	19	as	as	SCONJ
american_scientific_journal-4735	39	20	follows	follow	VERB
american_scientific_journal-4735	39	21	:	:	PUNCT
american_scientific_journal-4735	39	22	american	american	ADJ
american_scientific_journal-4735	39	23	scientific	scientific	ADJ
american_scientific_journal-4735	39	24	research	research	PROPN
american_scientific_journal-4735	39	25	journal	journal	NOUN
american_scientific_journal-4735	39	26	for	for	ADP
american_scientific_journal-4735	39	27	engineering	engineering	NOUN
american_scientific_journal-4735	39	28	,	,	PUNCT
american_scientific_journal-4735	39	29	technology	technology	NOUN
american_scientific_journal-4735	39	30	,	,	PUNCT
american_scientific_journal-4735	39	31	and	and	CCONJ
american_scientific_journal-4735	39	32	sciences	science	NOUN
american_scientific_journal-4735	39	33	(	(	PUNCT
american_scientific_journal-4735	39	34	asrjets	asrjet	NOUN
american_scientific_journal-4735	39	35	)	)	PUNCT
american_scientific_journal-4735	39	36	(	(	PUNCT
american_scientific_journal-4735	39	37	2019	2019	NUM
american_scientific_journal-4735	39	38	)	)	PUNCT
american_scientific_journal-4735	39	39	volume	volume	NOUN
american_scientific_journal-4735	39	40	53	53	NUM
american_scientific_journal-4735	39	41	,	,	PUNCT
american_scientific_journal-4735	39	42	no	no	DET
american_scientific_journal-4735	39	43	1	1	NUM
american_scientific_journal-4735	39	44	,	,	PUNCT
american_scientific_journal-4735	39	45	pp	pp	ADV
american_scientific_journal-4735	39	46	164	164	NUM
american_scientific_journal-4735	39	47	-	-	SYM
american_scientific_journal-4735	39	48	175	175	NUM
american_scientific_journal-4735	39	49	166	166	NUM
american_scientific_journal-4735	39	50	•	•	NOUN
american_scientific_journal-4735	39	51	lack	lack	NOUN
american_scientific_journal-4735	39	52	of	of	ADP
american_scientific_journal-4735	39	53	professional	professional	ADJ
american_scientific_journal-4735	39	54	data	datum	NOUN
american_scientific_journal-4735	39	55	sets	set	NOUN
american_scientific_journal-4735	39	56	for	for	ADP
american_scientific_journal-4735	39	57	fatigue	fatigue	NOUN
american_scientific_journal-4735	39	58	driving	drive	VERB
american_scientific_journal-4735	39	59	detection	detection	NOUN
american_scientific_journal-4735	39	60	.	.	PUNCT
american_scientific_journal-4735	40	1	•	•	NUM
american_scientific_journal-4735	40	2	great	great	ADJ
american_scientific_journal-4735	40	3	interference	interference	NOUN
american_scientific_journal-4735	40	4	in	in	ADP
american_scientific_journal-4735	40	5	extracting	extract	VERB
american_scientific_journal-4735	40	6	the	the	DET
american_scientific_journal-4735	40	7	driver	driver	NOUN
american_scientific_journal-4735	40	8	's	's	PART
american_scientific_journal-4735	40	9	visual	visual	ADJ
american_scientific_journal-4735	40	10	features	feature	NOUN
american_scientific_journal-4735	40	11	is	be	AUX
american_scientific_journal-4735	40	12	caused	cause	VERB
american_scientific_journal-4735	40	13	by	by	ADP
american_scientific_journal-4735	40	14	the	the	DET
american_scientific_journal-4735	40	15	change	change	NOUN
american_scientific_journal-4735	40	16	of	of	ADP
american_scientific_journal-4735	40	17	light	light	NOUN
american_scientific_journal-4735	40	18	during	during	ADP
american_scientific_journal-4735	40	19	actual	actual	ADJ
american_scientific_journal-4735	40	20	driving	driving	NOUN
american_scientific_journal-4735	40	21	.	.	PUNCT
american_scientific_journal-4735	41	1	•	•	ADV
american_scientific_journal-4735	41	2	when	when	SCONJ
american_scientific_journal-4735	41	3	the	the	DET
american_scientific_journal-4735	41	4	driver	driver	NOUN
american_scientific_journal-4735	41	5	wears	wear	VERB
american_scientific_journal-4735	41	6	myopia	myopia	ADJ
american_scientific_journal-4735	41	7	glasses	glass	NOUN
american_scientific_journal-4735	41	8	or	or	CCONJ
american_scientific_journal-4735	41	9	sunglasses	sunglass	NOUN
american_scientific_journal-4735	41	10	,	,	PUNCT
american_scientific_journal-4735	41	11	the	the	DET
american_scientific_journal-4735	41	12	eye	eye	NOUN
american_scientific_journal-4735	41	13	area	area	NOUN
american_scientific_journal-4735	41	14	will	will	AUX
american_scientific_journal-4735	41	15	be	be	AUX
american_scientific_journal-4735	41	16	occluded	occlude	VERB
american_scientific_journal-4735	41	17	.	.	PUNCT
american_scientific_journal-4735	42	1	•	•	NUM
american_scientific_journal-4735	42	2	the	the	DET
american_scientific_journal-4735	42	3	deep	deep	ADJ
american_scientific_journal-4735	42	4	learning	learning	NOUN
american_scientific_journal-4735	42	5	model	model	NOUN
american_scientific_journal-4735	42	6	occupies	occupy	VERB
american_scientific_journal-4735	42	7	a	a	DET
american_scientific_journal-4735	42	8	large	large	ADJ
american_scientific_journal-4735	42	9	amount	amount	NOUN
american_scientific_journal-4735	42	10	of	of	ADP
american_scientific_journal-4735	42	11	memory	memory	NOUN
american_scientific_journal-4735	42	12	,	,	PUNCT
american_scientific_journal-4735	42	13	while	while	SCONJ
american_scientific_journal-4735	42	14	the	the	DET
american_scientific_journal-4735	42	15	memory	memory	NOUN
american_scientific_journal-4735	42	16	of	of	ADP
american_scientific_journal-4735	42	17	embedded	embed	VERB
american_scientific_journal-4735	42	18	devices	device	NOUN
american_scientific_journal-4735	42	19	is	be	AUX
american_scientific_journal-4735	42	20	limited	limited	ADJ
american_scientific_journal-4735	42	21	.	.	PUNCT
american_scientific_journal-4735	43	1	a	a	DET
american_scientific_journal-4735	43	2	large	large	ADJ
american_scientific_journal-4735	43	3	number	number	NOUN
american_scientific_journal-4735	43	4	of	of	ADP
american_scientific_journal-4735	43	5	real	real	ADJ
american_scientific_journal-4735	43	6	-	-	PUNCT
american_scientific_journal-4735	43	7	time	time	NOUN
american_scientific_journal-4735	43	8	data	datum	NOUN
american_scientific_journal-4735	43	9	processing	processing	NOUN
american_scientific_journal-4735	43	10	challenges	challenge	NOUN
american_scientific_journal-4735	43	11	the	the	DET
american_scientific_journal-4735	43	12	application	application	NOUN
american_scientific_journal-4735	43	13	of	of	ADP
american_scientific_journal-4735	43	14	fatigue	fatigue	NOUN
american_scientific_journal-4735	43	15	detection	detection	NOUN
american_scientific_journal-4735	43	16	technology	technology	NOUN
american_scientific_journal-4735	43	17	.	.	PUNCT
american_scientific_journal-4735	44	1	in	in	ADP
american_scientific_journal-4735	44	2	this	this	DET
american_scientific_journal-4735	44	3	paper	paper	NOUN
american_scientific_journal-4735	44	4	,	,	PUNCT
american_scientific_journal-4735	44	5	deep	deep	ADJ
american_scientific_journal-4735	44	6	learning	learning	NOUN
american_scientific_journal-4735	44	7	is	be	AUX
american_scientific_journal-4735	44	8	introduced	introduce	VERB
american_scientific_journal-4735	44	9	into	into	ADP
american_scientific_journal-4735	44	10	the	the	DET
american_scientific_journal-4735	44	11	field	field	NOUN
american_scientific_journal-4735	44	12	of	of	ADP
american_scientific_journal-4735	44	13	fatigue	fatigue	NOUN
american_scientific_journal-4735	44	14	detection	detection	NOUN
american_scientific_journal-4735	44	15	.	.	PUNCT
american_scientific_journal-4735	45	1	the	the	DET
american_scientific_journal-4735	45	2	main	main	ADJ
american_scientific_journal-4735	45	3	contributions	contribution	NOUN
american_scientific_journal-4735	45	4	of	of	ADP
american_scientific_journal-4735	45	5	this	this	DET
american_scientific_journal-4735	45	6	work	work	NOUN
american_scientific_journal-4735	45	7	are	be	AUX
american_scientific_journal-4735	45	8	as	as	SCONJ
american_scientific_journal-4735	45	9	follows	follow	VERB
american_scientific_journal-4735	45	10	:	:	PUNCT
american_scientific_journal-4735	45	11	•	•	NOUN
american_scientific_journal-4735	45	12	on	on	ADP
american_scientific_journal-4735	45	13	one	one	NUM
american_scientific_journal-4735	45	14	hand	hand	NOUN
american_scientific_journal-4735	45	15	,	,	PUNCT
american_scientific_journal-4735	45	16	using	use	VERB
american_scientific_journal-4735	45	17	the	the	DET
american_scientific_journal-4735	45	18	usb	usb	NOUN
american_scientific_journal-4735	45	19	infrared	infrared	ADJ
american_scientific_journal-4735	45	20	camera	camera	NOUN
american_scientific_journal-4735	45	21	to	to	PART
american_scientific_journal-4735	45	22	collect	collect	VERB
american_scientific_journal-4735	45	23	driver	driver	NOUN
american_scientific_journal-4735	45	24	's	's	PART
american_scientific_journal-4735	45	25	face	face	NOUN
american_scientific_journal-4735	45	26	image	image	NOUN
american_scientific_journal-4735	45	27	can	can	AUX
american_scientific_journal-4735	45	28	reduce	reduce	VERB
american_scientific_journal-4735	45	29	the	the	DET
american_scientific_journal-4735	45	30	interference	interference	NOUN
american_scientific_journal-4735	45	31	caused	cause	VERB
american_scientific_journal-4735	45	32	by	by	ADP
american_scientific_journal-4735	45	33	the	the	DET
american_scientific_journal-4735	45	34	change	change	NOUN
american_scientific_journal-4735	45	35	of	of	ADP
american_scientific_journal-4735	45	36	light	light	NOUN
american_scientific_journal-4735	45	37	.	.	PUNCT
american_scientific_journal-4735	46	1	on	on	ADP
american_scientific_journal-4735	46	2	the	the	DET
american_scientific_journal-4735	46	3	other	other	ADJ
american_scientific_journal-4735	46	4	hand	hand	NOUN
american_scientific_journal-4735	46	5	,	,	PUNCT
american_scientific_journal-4735	46	6	a	a	DET
american_scientific_journal-4735	46	7	clearer	clear	ADJ
american_scientific_journal-4735	46	8	eye	eye	NOUN
american_scientific_journal-4735	46	9	image	image	NOUN
american_scientific_journal-4735	46	10	can	can	AUX
american_scientific_journal-4735	46	11	be	be	AUX
american_scientific_journal-4735	46	12	got	get	VERB
american_scientific_journal-4735	46	13	through	through	ADP
american_scientific_journal-4735	46	14	sunglasses	sunglass	NOUN
american_scientific_journal-4735	46	15	.	.	PUNCT
american_scientific_journal-4735	47	1	•	•	NOUN
american_scientific_journal-4735	47	2	face	face	NOUN
american_scientific_journal-4735	47	3	detection	detection	NOUN
american_scientific_journal-4735	47	4	and	and	CCONJ
american_scientific_journal-4735	47	5	feature	feature	NOUN
american_scientific_journal-4735	47	6	point	point	NOUN
american_scientific_journal-4735	47	7	location	location	NOUN
american_scientific_journal-4735	47	8	are	be	AUX
american_scientific_journal-4735	47	9	carried	carry	VERB
american_scientific_journal-4735	47	10	out	out	ADP
american_scientific_journal-4735	47	11	by	by	ADP
american_scientific_journal-4735	47	12	multi	multi	ADJ
american_scientific_journal-4735	47	13	-	-	ADJ
american_scientific_journal-4735	47	14	task	task	ADJ
american_scientific_journal-4735	47	15	cascaded	cascade	VERB
american_scientific_journal-4735	47	16	convolutional	convolutional	ADJ
american_scientific_journal-4735	47	17	neural	neural	ADJ
american_scientific_journal-4735	47	18	network	network	NOUN
american_scientific_journal-4735	47	19	(	(	PUNCT
american_scientific_journal-4735	47	20	mtcnn	mtcnn	PROPN
american_scientific_journal-4735	47	21	)	)	PUNCT
american_scientific_journal-4735	47	22	.	.	PUNCT
american_scientific_journal-4735	48	1	furthermore	furthermore	ADV
american_scientific_journal-4735	48	2	,	,	PUNCT
american_scientific_journal-4735	48	3	eye	eye	NOUN
american_scientific_journal-4735	48	4	region	region	NOUN
american_scientific_journal-4735	48	5	is	be	AUX
american_scientific_journal-4735	48	6	obtained	obtain	VERB
american_scientific_journal-4735	48	7	according	accord	VERB
american_scientific_journal-4735	48	8	to	to	ADP
american_scientific_journal-4735	48	9	the	the	DET
american_scientific_journal-4735	48	10	geometric	geometric	ADJ
american_scientific_journal-4735	48	11	relationship	relationship	NOUN
american_scientific_journal-4735	48	12	between	between	ADP
american_scientific_journal-4735	48	13	eye	eye	NOUN
american_scientific_journal-4735	48	14	feature	feature	NOUN
american_scientific_journal-4735	48	15	points	point	NOUN
american_scientific_journal-4735	48	16	.	.	PUNCT
american_scientific_journal-4735	49	1	•	•	NUM
american_scientific_journal-4735	49	2	eye	eye	NOUN
american_scientific_journal-4735	49	3	state	state	NOUN
american_scientific_journal-4735	49	4	is	be	AUX
american_scientific_journal-4735	49	5	classified	classify	VERB
american_scientific_journal-4735	49	6	by	by	ADP
american_scientific_journal-4735	49	7	well	well	ADV
american_scientific_journal-4735	49	8	-	-	PUNCT
american_scientific_journal-4735	49	9	designed	design	VERB
american_scientific_journal-4735	49	10	convolutional	convolutional	ADJ
american_scientific_journal-4735	49	11	neural	neural	ADJ
american_scientific_journal-4735	49	12	network	network	NOUN
american_scientific_journal-4735	49	13	.	.	PUNCT
american_scientific_journal-4735	50	1	besides	besides	SCONJ
american_scientific_journal-4735	50	2	,	,	PUNCT
american_scientific_journal-4735	50	3	fatigue	fatigue	NOUN
american_scientific_journal-4735	50	4	driving	driving	NOUN
american_scientific_journal-4735	50	5	is	be	AUX
american_scientific_journal-4735	50	6	judged	judge	VERB
american_scientific_journal-4735	50	7	by	by	ADP
american_scientific_journal-4735	50	8	perclos	perclo	NOUN
american_scientific_journal-4735	50	9	criterion	criterion	NOUN
american_scientific_journal-4735	50	10	.	.	PUNCT
american_scientific_journal-4735	51	1	•	•	NUM
american_scientific_journal-4735	51	2	the	the	DET
american_scientific_journal-4735	51	3	fatigue	fatigue	NOUN
american_scientific_journal-4735	51	4	detection	detection	NOUN
american_scientific_journal-4735	51	5	algorithm	algorithm	NOUN
american_scientific_journal-4735	51	6	is	be	AUX
american_scientific_journal-4735	51	7	transplanted	transplant	VERB
american_scientific_journal-4735	51	8	to	to	PART
american_scientific_journal-4735	51	9	arm	arm	VERB
american_scientific_journal-4735	51	10	platform	platform	NOUN
american_scientific_journal-4735	51	11	for	for	ADP
american_scientific_journal-4735	51	12	real	real	ADJ
american_scientific_journal-4735	51	13	-	-	PUNCT
american_scientific_journal-4735	51	14	time	time	NOUN
american_scientific_journal-4735	51	15	monitoring	monitoring	NOUN
american_scientific_journal-4735	51	16	of	of	ADP
american_scientific_journal-4735	51	17	driving	drive	VERB
american_scientific_journal-4735	51	18	state	state	NOUN
american_scientific_journal-4735	51	19	.	.	PUNCT
american_scientific_journal-4735	52	1	compared	compare	VERB
american_scientific_journal-4735	52	2	to	to	ADP
american_scientific_journal-4735	52	3	traditional	traditional	ADJ
american_scientific_journal-4735	52	4	methods	method	NOUN
american_scientific_journal-4735	52	5	,	,	PUNCT
american_scientific_journal-4735	52	6	a	a	DET
american_scientific_journal-4735	52	7	higher	high	ADJ
american_scientific_journal-4735	52	8	classification	classification	NOUN
american_scientific_journal-4735	52	9	accuracy	accuracy	NOUN
american_scientific_journal-4735	52	10	is	be	AUX
american_scientific_journal-4735	52	11	achieved	achieve	VERB
american_scientific_journal-4735	52	12	by	by	ADP
american_scientific_journal-4735	52	13	our	our	PRON
american_scientific_journal-4735	52	14	system	system	NOUN
american_scientific_journal-4735	52	15	.	.	PUNCT
american_scientific_journal-4735	53	1	2	2	X
american_scientific_journal-4735	53	2	.	.	X
american_scientific_journal-4735	53	3	methods	method	NOUN
american_scientific_journal-4735	53	4	in	in	ADP
american_scientific_journal-4735	53	5	this	this	DET
american_scientific_journal-4735	53	6	section	section	NOUN
american_scientific_journal-4735	53	7	,	,	PUNCT
american_scientific_journal-4735	53	8	we	we	PRON
american_scientific_journal-4735	53	9	mainly	mainly	ADV
american_scientific_journal-4735	53	10	describe	describe	VERB
american_scientific_journal-4735	53	11	our	our	PRON
american_scientific_journal-4735	53	12	approach	approach	NOUN
american_scientific_journal-4735	53	13	to	to	PART
american_scientific_journal-4735	53	14	detect	detect	VERB
american_scientific_journal-4735	53	15	fatigue	fatigue	NOUN
american_scientific_journal-4735	53	16	driving	driving	NOUN
american_scientific_journal-4735	53	17	.	.	PUNCT
american_scientific_journal-4735	54	1	2.1	2.1	NUM
american_scientific_journal-4735	54	2	software	software	NOUN
american_scientific_journal-4735	54	3	platform	platform	NOUN
american_scientific_journal-4735	54	4	and	and	CCONJ
american_scientific_journal-4735	54	5	hardware	hardware	NOUN
american_scientific_journal-4735	54	6	platform	platform	NOUN
american_scientific_journal-4735	54	7	the	the	DET
american_scientific_journal-4735	54	8	system	system	NOUN
american_scientific_journal-4735	54	9	uses	use	VERB
american_scientific_journal-4735	54	10	flying	fly	VERB
american_scientific_journal-4735	54	11	ok6818	ok6818	PROPN
american_scientific_journal-4735	54	12	-	-	PUNCT
american_scientific_journal-4735	54	13	c	c	PROPN
american_scientific_journal-4735	54	14	development	development	NOUN
american_scientific_journal-4735	54	15	board	board	NOUN
american_scientific_journal-4735	54	16	as	as	ADP
american_scientific_journal-4735	54	17	the	the	DET
american_scientific_journal-4735	54	18	embedded	embed	VERB
american_scientific_journal-4735	54	19	development	development	NOUN
american_scientific_journal-4735	54	20	platform	platform	NOUN
american_scientific_journal-4735	54	21	,	,	PUNCT
american_scientific_journal-4735	54	22	which	which	PRON
american_scientific_journal-4735	54	23	is	be	AUX
american_scientific_journal-4735	54	24	shown	show	VERB
american_scientific_journal-4735	54	25	in	in	ADP
american_scientific_journal-4735	54	26	figure	figure	NOUN
american_scientific_journal-4735	54	27	1	1	NUM
american_scientific_journal-4735	54	28	.	.	PUNCT
american_scientific_journal-4735	55	1	the	the	DET
american_scientific_journal-4735	55	2	development	development	NOUN
american_scientific_journal-4735	55	3	platform	platform	NOUN
american_scientific_journal-4735	55	4	is	be	AUX
american_scientific_journal-4735	55	5	based	base	VERB
american_scientific_journal-4735	55	6	on	on	ADP
american_scientific_journal-4735	55	7	arm	arm	NOUN
american_scientific_journal-4735	55	8	cortex	cortex	NOUN
american_scientific_journal-4735	55	9	-	-	PUNCT
american_scientific_journal-4735	55	10	a53	a53	PROPN
american_scientific_journal-4735	55	11	and	and	CCONJ
american_scientific_journal-4735	55	12	adopts	adopt	VERB
american_scientific_journal-4735	55	13	core	core	NOUN
american_scientific_journal-4735	55	14	board	board	NOUN
american_scientific_journal-4735	55	15	combined	combine	VERB
american_scientific_journal-4735	55	16	with	with	ADP
american_scientific_journal-4735	55	17	floor	floor	NOUN
american_scientific_journal-4735	55	18	structure	structure	NOUN
american_scientific_journal-4735	55	19	.	.	PUNCT
american_scientific_journal-4735	56	1	the	the	DET
american_scientific_journal-4735	56	2	main	main	ADJ
american_scientific_journal-4735	56	3	model	model	NOUN
american_scientific_journal-4735	56	4	of	of	ADP
american_scientific_journal-4735	56	5	core	core	NOUN
american_scientific_journal-4735	56	6	board	board	NOUN
american_scientific_journal-4735	56	7	is	be	AUX
american_scientific_journal-4735	56	8	fet6818	fet6818	ADJ
american_scientific_journal-4735	56	9	-	-	PUNCT
american_scientific_journal-4735	56	10	c	c	NOUN
american_scientific_journal-4735	56	11	and	and	CCONJ
american_scientific_journal-4735	56	12	the	the	DET
american_scientific_journal-4735	56	13	cpu	cpu	NOUN
american_scientific_journal-4735	56	14	model	model	NOUN
american_scientific_journal-4735	56	15	is	be	AUX
american_scientific_journal-4735	56	16	s5p6818xc0	s5p6818xc0	NOUN
american_scientific_journal-4735	56	17	-	-	PUNCT
american_scientific_journal-4735	56	18	la40	la40	PROPN
american_scientific_journal-4735	56	19	.	.	PUNCT
american_scientific_journal-4735	57	1	usb	usb	PROPN
american_scientific_journal-4735	57	2	infrared	infrared	ADJ
american_scientific_journal-4735	57	3	camera	camera	NOUN
american_scientific_journal-4735	57	4	is	be	AUX
american_scientific_journal-4735	57	5	connected	connect	VERB
american_scientific_journal-4735	57	6	to	to	ADP
american_scientific_journal-4735	57	7	ok6818	ok6818	PROPN
american_scientific_journal-4735	57	8	-	-	PUNCT
american_scientific_journal-4735	57	9	c	c	PROPN
american_scientific_journal-4735	57	10	development	development	NOUN
american_scientific_journal-4735	57	11	board	board	NOUN
american_scientific_journal-4735	57	12	.	.	PUNCT
american_scientific_journal-4735	58	1	so	so	ADV
american_scientific_journal-4735	58	2	,	,	PUNCT
american_scientific_journal-4735	58	3	a	a	DET
american_scientific_journal-4735	58	4	real	real	ADJ
american_scientific_journal-4735	58	5	-	-	PUNCT
american_scientific_journal-4735	58	6	time	time	NOUN
american_scientific_journal-4735	58	7	video	video	NOUN
american_scientific_journal-4735	58	8	input	input	NOUN
american_scientific_journal-4735	58	9	channel	channel	NOUN
american_scientific_journal-4735	58	10	is	be	AUX
american_scientific_journal-4735	58	11	built	build	VERB
american_scientific_journal-4735	58	12	.	.	PUNCT
american_scientific_journal-4735	59	1	the	the	DET
american_scientific_journal-4735	59	2	collected	collect	VERB
american_scientific_journal-4735	59	3	images	image	NOUN
american_scientific_journal-4735	59	4	are	be	AUX
american_scientific_journal-4735	59	5	processed	process	VERB
american_scientific_journal-4735	59	6	by	by	ADP
american_scientific_journal-4735	59	7	image	image	NOUN
american_scientific_journal-4735	59	8	algorithm	algorithm	NOUN
american_scientific_journal-4735	59	9	on	on	ADP
american_scientific_journal-4735	59	10	ok6818	ok6818	PROPN
american_scientific_journal-4735	59	11	-	-	PUNCT
american_scientific_journal-4735	59	12	c	c	PROPN
american_scientific_journal-4735	59	13	embedded	embed	VERB
american_scientific_journal-4735	59	14	platform	platform	NOUN
american_scientific_journal-4735	59	15	.	.	PUNCT
american_scientific_journal-4735	60	1	moreover	moreover	ADV
american_scientific_journal-4735	60	2	,	,	PUNCT
american_scientific_journal-4735	60	3	the	the	DET
american_scientific_journal-4735	60	4	driver	driver	NOUN
american_scientific_journal-4735	60	5	's	's	PART
american_scientific_journal-4735	60	6	monitor	monitor	NOUN
american_scientific_journal-4735	60	7	screen	screen	NOUN
american_scientific_journal-4735	60	8	is	be	AUX
american_scientific_journal-4735	60	9	output	output	NOUN
american_scientific_journal-4735	60	10	to	to	ADP
american_scientific_journal-4735	60	11	the	the	DET
american_scientific_journal-4735	60	12	display	display	NOUN
american_scientific_journal-4735	60	13	screen	screen	NOUN
american_scientific_journal-4735	60	14	through	through	ADP
american_scientific_journal-4735	60	15	mipi	mipi	PROPN
american_scientific_journal-4735	60	16	interface	interface	NOUN
american_scientific_journal-4735	60	17	in	in	ADP
american_scientific_journal-4735	60	18	real	real	ADJ
american_scientific_journal-4735	60	19	time	time	NOUN
american_scientific_journal-4735	60	20	,	,	PUNCT
american_scientific_journal-4735	60	21	which	which	PRON
american_scientific_journal-4735	60	22	is	be	AUX
american_scientific_journal-4735	60	23	convenient	convenient	ADJ
american_scientific_journal-4735	60	24	for	for	ADP
american_scientific_journal-4735	60	25	observing	observe	VERB
american_scientific_journal-4735	60	26	the	the	DET
american_scientific_journal-4735	60	27	test	test	NOUN
american_scientific_journal-4735	60	28	results	result	NOUN
american_scientific_journal-4735	60	29	.	.	PUNCT
american_scientific_journal-4735	61	1	the	the	DET
american_scientific_journal-4735	61	2	hardware	hardware	NOUN
american_scientific_journal-4735	61	3	structure	structure	NOUN
american_scientific_journal-4735	61	4	of	of	ADP
american_scientific_journal-4735	61	5	the	the	DET
american_scientific_journal-4735	61	6	system	system	NOUN
american_scientific_journal-4735	61	7	is	be	AUX
american_scientific_journal-4735	61	8	shown	show	VERB
american_scientific_journal-4735	61	9	in	in	ADP
american_scientific_journal-4735	61	10	figure	figure	NOUN
american_scientific_journal-4735	61	11	2	2	NUM
american_scientific_journal-4735	61	12	.	.	PUNCT
american_scientific_journal-4735	62	1	the	the	DET
american_scientific_journal-4735	62	2	programming	programming	NOUN
american_scientific_journal-4735	62	3	environment	environment	NOUN
american_scientific_journal-4735	62	4	of	of	ADP
american_scientific_journal-4735	62	5	this	this	DET
american_scientific_journal-4735	62	6	system	system	NOUN
american_scientific_journal-4735	62	7	is	be	AUX
american_scientific_journal-4735	62	8	64	64	NUM
american_scientific_journal-4735	62	9	-	-	PUNCT
american_scientific_journal-4735	62	10	bit	bit	NOUN
american_scientific_journal-4735	62	11	ubunt	ubunt	ADJ
american_scientific_journal-4735	62	12	operating	operating	NOUN
american_scientific_journal-4735	62	13	system	system	NOUN
american_scientific_journal-4735	62	14	,	,	PUNCT
american_scientific_journal-4735	62	15	version	version	NOUN
american_scientific_journal-4735	62	16	14.04	14.04	NUM
american_scientific_journal-4735	62	17	.	.	PUNCT
american_scientific_journal-4735	63	1	the	the	DET
american_scientific_journal-4735	63	2	kernel	kernel	PROPN
american_scientific_journal-4735	63	3	version	version	PROPN
american_scientific_journal-4735	63	4	is	be	AUX
american_scientific_journal-4735	63	5	linux	linux	PROPN
american_scientific_journal-4735	63	6	3.4.39	3.4.39	NUM
american_scientific_journal-4735	63	7	.	.	PUNCT
american_scientific_journal-4735	64	1	the	the	DET
american_scientific_journal-4735	64	2	development	development	NOUN
american_scientific_journal-4735	64	3	tools	tool	NOUN
american_scientific_journal-4735	64	4	include	include	VERB
american_scientific_journal-4735	64	5	qt	qt	NOUN
american_scientific_journal-4735	64	6	,	,	PUNCT
american_scientific_journal-4735	64	7	tslib	tslib	PROPN
american_scientific_journal-4735	64	8	,	,	PUNCT
american_scientific_journal-4735	64	9	opencv	opencv	PROPN
american_scientific_journal-4735	64	10	,	,	PUNCT
american_scientific_journal-4735	64	11	cmake	cmake	NOUN
american_scientific_journal-4735	64	12	,	,	PUNCT
american_scientific_journal-4735	64	13	code::blocks	code::block	NOUN
american_scientific_journal-4735	64	14	,	,	PUNCT
american_scientific_journal-4735	64	15	crossplatform	crossplatform	NOUN
american_scientific_journal-4735	64	16	cross	cross	NOUN
american_scientific_journal-4735	64	17	-	-	NOUN
american_scientific_journal-4735	64	18	compiler	compiler	ADJ
american_scientific_journal-4735	64	19	,	,	PUNCT
american_scientific_journal-4735	64	20	etc	etc	X
american_scientific_journal-4735	64	21	.	.	X
american_scientific_journal-4735	64	22	ncnn	ncnn	PROPN
american_scientific_journal-4735	64	23	is	be	AUX
american_scientific_journal-4735	64	24	a	a	DET
american_scientific_journal-4735	64	25	highly	highly	ADV
american_scientific_journal-4735	64	26	optimized	optimize	VERB
american_scientific_journal-4735	64	27	forward	forward	ADV
american_scientific_journal-4735	64	28	-	-	PUNCT
american_scientific_journal-4735	64	29	computing	compute	VERB
american_scientific_journal-4735	64	30	neural	neural	ADJ
american_scientific_journal-4735	64	31	network	network	NOUN
american_scientific_journal-4735	64	32	framework	framework	NOUN
american_scientific_journal-4735	64	33	american	american	PROPN
american_scientific_journal-4735	64	34	scientific	scientific	PROPN
american_scientific_journal-4735	64	35	research	research	PROPN
american_scientific_journal-4735	64	36	journal	journal	NOUN
american_scientific_journal-4735	64	37	for	for	ADP
american_scientific_journal-4735	64	38	engineering	engineering	NOUN
american_scientific_journal-4735	64	39	,	,	PUNCT
american_scientific_journal-4735	64	40	technology	technology	NOUN
american_scientific_journal-4735	64	41	,	,	PUNCT
american_scientific_journal-4735	64	42	and	and	CCONJ
american_scientific_journal-4735	64	43	sciences	science	NOUN
american_scientific_journal-4735	64	44	(	(	PUNCT
american_scientific_journal-4735	64	45	asrjets	asrjet	NOUN
american_scientific_journal-4735	64	46	)	)	PUNCT
american_scientific_journal-4735	64	47	(	(	PUNCT
american_scientific_journal-4735	64	48	2019	2019	NUM
american_scientific_journal-4735	64	49	)	)	PUNCT
american_scientific_journal-4735	64	50	volume	volume	NOUN
american_scientific_journal-4735	64	51	53	53	NUM
american_scientific_journal-4735	64	52	,	,	PUNCT
american_scientific_journal-4735	64	53	no	no	DET
american_scientific_journal-4735	64	54	1	1	NUM
american_scientific_journal-4735	64	55	,	,	PUNCT
american_scientific_journal-4735	64	56	pp	pp	ADV
american_scientific_journal-4735	64	57	164	164	NUM
american_scientific_journal-4735	64	58	-	-	SYM
american_scientific_journal-4735	64	59	175	175	NUM
american_scientific_journal-4735	64	60	167	167	NUM
american_scientific_journal-4735	64	61	of	of	ADP
american_scientific_journal-4735	64	62	high	high	ADJ
american_scientific_journal-4735	64	63	-	-	PUNCT
american_scientific_journal-4735	64	64	performance	performance	NOUN
american_scientific_journal-4735	64	65	for	for	ADP
american_scientific_journal-4735	64	66	mobile	mobile	ADJ
american_scientific_journal-4735	64	67	phones	phone	NOUN
american_scientific_journal-4735	64	68	,	,	PUNCT
american_scientific_journal-4735	64	69	which	which	PRON
american_scientific_journal-4735	64	70	does	do	AUX
american_scientific_journal-4735	64	71	not	not	PART
american_scientific_journal-4735	64	72	require	require	VERB
american_scientific_journal-4735	64	73	third	third	ADJ
american_scientific_journal-4735	64	74	-	-	PUNCT
american_scientific_journal-4735	64	75	party	party	NOUN
american_scientific_journal-4735	64	76	dependence	dependence	NOUN
american_scientific_journal-4735	64	77	and	and	CCONJ
american_scientific_journal-4735	64	78	is	be	AUX
american_scientific_journal-4735	64	79	crossplatform	crossplatform	NOUN
american_scientific_journal-4735	64	80	.	.	PUNCT
american_scientific_journal-4735	65	1	in	in	ADP
american_scientific_journal-4735	65	2	addition	addition	NOUN
american_scientific_journal-4735	65	3	,	,	PUNCT
american_scientific_journal-4735	65	4	when	when	SCONJ
american_scientific_journal-4735	65	5	running	run	VERB
american_scientific_journal-4735	65	6	on	on	ADP
american_scientific_journal-4735	65	7	mobile	mobile	ADJ
american_scientific_journal-4735	65	8	phones	phone	NOUN
american_scientific_journal-4735	65	9	,	,	PUNCT
american_scientific_journal-4735	65	10	the	the	DET
american_scientific_journal-4735	65	11	speed	speed	NOUN
american_scientific_journal-4735	65	12	of	of	ADP
american_scientific_journal-4735	65	13	cpu	cpu	NOUN
american_scientific_journal-4735	65	14	is	be	AUX
american_scientific_journal-4735	65	15	faster	fast	ADJ
american_scientific_journal-4735	65	16	than	than	ADP
american_scientific_journal-4735	65	17	all	all	DET
american_scientific_journal-4735	65	18	known	know	VERB
american_scientific_journal-4735	65	19	open	open	ADJ
american_scientific_journal-4735	65	20	source	source	NOUN
american_scientific_journal-4735	65	21	frameworks	framework	NOUN
american_scientific_journal-4735	65	22	.	.	PUNCT
american_scientific_journal-4735	66	1	thus	thus	ADV
american_scientific_journal-4735	66	2	,	,	PUNCT
american_scientific_journal-4735	66	3	ncnn	ncnn	PROPN
american_scientific_journal-4735	66	4	is	be	AUX
american_scientific_journal-4735	66	5	selected	select	VERB
american_scientific_journal-4735	66	6	as	as	ADP
american_scientific_journal-4735	66	7	the	the	DET
american_scientific_journal-4735	66	8	deep	deep	ADJ
american_scientific_journal-4735	66	9	learning	learning	NOUN
american_scientific_journal-4735	66	10	framework	framework	NOUN
american_scientific_journal-4735	66	11	.	.	PUNCT
american_scientific_journal-4735	67	1	based	base	VERB
american_scientific_journal-4735	67	2	on	on	ADP
american_scientific_journal-4735	67	3	ncnn	ncnn	PROPN
american_scientific_journal-4735	67	4	,	,	PUNCT
american_scientific_journal-4735	67	5	we	we	PRON
american_scientific_journal-4735	67	6	can	can	AUX
american_scientific_journal-4735	67	7	easily	easily	ADV
american_scientific_journal-4735	67	8	transplant	transplant	VERB
american_scientific_journal-4735	67	9	deep	deep	ADJ
american_scientific_journal-4735	67	10	learning	learning	NOUN
american_scientific_journal-4735	67	11	algorithms	algorithm	NOUN
american_scientific_journal-4735	67	12	to	to	ADP
american_scientific_journal-4735	67	13	embedded	embed	VERB
american_scientific_journal-4735	67	14	platforms	platform	NOUN
american_scientific_journal-4735	67	15	,	,	PUNCT
american_scientific_journal-4735	67	16	mobile	mobile	ADJ
american_scientific_journal-4735	67	17	phones	phone	NOUN
american_scientific_journal-4735	67	18	and	and	CCONJ
american_scientific_journal-4735	67	19	other	other	ADJ
american_scientific_journal-4735	67	20	mobile	mobile	ADJ
american_scientific_journal-4735	67	21	terminals	terminal	NOUN
american_scientific_journal-4735	67	22	and	and	CCONJ
american_scientific_journal-4735	67	23	implement	implement	VERB
american_scientific_journal-4735	67	24	them	they	PRON
american_scientific_journal-4735	67	25	efficiently	efficiently	ADV
american_scientific_journal-4735	67	26	.	.	PUNCT
american_scientific_journal-4735	68	1	figure	figure	VERB
american_scientific_journal-4735	68	2	1	1	NUM
american_scientific_journal-4735	68	3	:	:	PUNCT
american_scientific_journal-4735	68	4	ok6818	ok6818	PROPN
american_scientific_journal-4735	68	5	-	-	PUNCT
american_scientific_journal-4735	68	6	c	c	PROPN
american_scientific_journal-4735	68	7	development	development	NOUN
american_scientific_journal-4735	68	8	board	board	NOUN
american_scientific_journal-4735	68	9	figure	figure	NOUN
american_scientific_journal-4735	68	10	2	2	NUM
american_scientific_journal-4735	68	11	:	:	PUNCT
american_scientific_journal-4735	68	12	the	the	DET
american_scientific_journal-4735	68	13	hardware	hardware	NOUN
american_scientific_journal-4735	68	14	structure	structure	NOUN
american_scientific_journal-4735	68	15	of	of	ADP
american_scientific_journal-4735	68	16	fatigue	fatigue	NOUN
american_scientific_journal-4735	68	17	driving	drive	VERB
american_scientific_journal-4735	68	18	system	system	NOUN
american_scientific_journal-4735	68	19	2.2	2.2	NUM
american_scientific_journal-4735	68	20	extracting	extract	VERB
american_scientific_journal-4735	68	21	the	the	DET
american_scientific_journal-4735	68	22	region	region	NOUN
american_scientific_journal-4735	68	23	of	of	ADP
american_scientific_journal-4735	68	24	interest	interest	NOUN
american_scientific_journal-4735	68	25	currently	currently	ADV
american_scientific_journal-4735	68	26	,	,	PUNCT
american_scientific_journal-4735	68	27	detecting	detect	VERB
american_scientific_journal-4735	68	28	fatigue	fatigue	NOUN
american_scientific_journal-4735	68	29	relying	rely	VERB
american_scientific_journal-4735	68	30	on	on	ADP
american_scientific_journal-4735	68	31	driver	driver	NOUN
american_scientific_journal-4735	68	32	’s	’s	PART
american_scientific_journal-4735	68	33	face	face	NOUN
american_scientific_journal-4735	68	34	images	image	NOUN
american_scientific_journal-4735	68	35	has	have	AUX
american_scientific_journal-4735	68	36	become	become	VERB
american_scientific_journal-4735	68	37	the	the	DET
american_scientific_journal-4735	68	38	mainstream	mainstream	NOUN
american_scientific_journal-4735	68	39	.	.	PUNCT
american_scientific_journal-4735	69	1	the	the	DET
american_scientific_journal-4735	69	2	location	location	NOUN
american_scientific_journal-4735	69	3	of	of	ADP
american_scientific_journal-4735	69	4	driver	driver	NOUN
american_scientific_journal-4735	69	5	’s	’s	PART
american_scientific_journal-4735	69	6	eyes	eye	NOUN
american_scientific_journal-4735	69	7	is	be	AUX
american_scientific_journal-4735	69	8	the	the	DET
american_scientific_journal-4735	69	9	key	key	NOUN
american_scientific_journal-4735	69	10	in	in	ADP
american_scientific_journal-4735	69	11	drowsiness	drowsiness	NOUN
american_scientific_journal-4735	69	12	recognition	recognition	NOUN
american_scientific_journal-4735	69	13	.	.	PUNCT
american_scientific_journal-4735	70	1	due	due	ADP
american_scientific_journal-4735	70	2	to	to	ADP
american_scientific_journal-4735	70	3	various	various	ADJ
american_scientific_journal-4735	70	4	postures	posture	NOUN
american_scientific_journal-4735	70	5	,	,	PUNCT
american_scientific_journal-4735	70	6	illuminations	illumination	NOUN
american_scientific_journal-4735	70	7	and	and	CCONJ
american_scientific_journal-4735	70	8	occlusions	occlusion	NOUN
american_scientific_journal-4735	70	9	,	,	PUNCT
american_scientific_journal-4735	70	10	it	it	PRON
american_scientific_journal-4735	70	11	’s	’s	AUX
american_scientific_journal-4735	70	12	challenging	challenge	VERB
american_scientific_journal-4735	70	13	to	to	PART
american_scientific_journal-4735	70	14	detect	detect	VERB
american_scientific_journal-4735	70	15	and	and	CCONJ
american_scientific_journal-4735	70	16	align	align	VERB
american_scientific_journal-4735	70	17	face	face	NOUN
american_scientific_journal-4735	70	18	in	in	ADP
american_scientific_journal-4735	70	19	an	an	DET
american_scientific_journal-4735	70	20	unconstrained	unconstrained	ADJ
american_scientific_journal-4735	70	21	environment	environment	NOUN
american_scientific_journal-4735	70	22	.	.	PUNCT
american_scientific_journal-4735	71	1	a	a	DET
american_scientific_journal-4735	71	2	deep	deep	ADV
american_scientific_journal-4735	71	3	-	-	PUNCT
american_scientific_journal-4735	71	4	cascaded	cascade	VERB
american_scientific_journal-4735	71	5	multi	multi	ADJ
american_scientific_journal-4735	71	6	-	-	ADJ
american_scientific_journal-4735	71	7	task	task	ADJ
american_scientific_journal-4735	71	8	framework	framework	NOUN
american_scientific_journal-4735	71	9	that	that	PRON
american_scientific_journal-4735	71	10	utilizes	utilize	VERB
american_scientific_journal-4735	71	11	their	their	PRON
american_scientific_journal-4735	71	12	intrinsic	intrinsic	ADJ
american_scientific_journal-4735	71	13	connections	connection	NOUN
american_scientific_journal-4735	71	14	to	to	PART
american_scientific_journal-4735	71	15	improve	improve	VERB
american_scientific_journal-4735	71	16	performance	performance	NOUN
american_scientific_journal-4735	71	17	is	be	AUX
american_scientific_journal-4735	71	18	proposed	propose	VERB
american_scientific_journal-4735	71	19	by	by	ADP
american_scientific_journal-4735	71	20	zhang	zhang	PROPN
american_scientific_journal-4735	71	21	,	,	PUNCT
american_scientific_journal-4735	71	22	k	k	PROPN
american_scientific_journal-4735	71	23	and	and	CCONJ
american_scientific_journal-4735	71	24	his	his	PRON
american_scientific_journal-4735	71	25	colleagues	colleague	NOUN
american_scientific_journal-4735	71	26	(	(	PUNCT
american_scientific_journal-4735	71	27	2016	2016	NUM
american_scientific_journal-4735	71	28	)	)	PUNCT
american_scientific_journal-4735	72	1	[	[	X
american_scientific_journal-4735	72	2	22	22	NUM
american_scientific_journal-4735	72	3	]	]	PUNCT
american_scientific_journal-4735	72	4	.	.	PUNCT
american_scientific_journal-4735	73	1	particularly	particularly	ADV
american_scientific_journal-4735	73	2	,	,	PUNCT
american_scientific_journal-4735	73	3	this	this	DET
american_scientific_journal-4735	73	4	framework	framework	NOUN
american_scientific_journal-4735	73	5	adopts	adopt	VERB
american_scientific_journal-4735	73	6	a	a	DET
american_scientific_journal-4735	73	7	cascaded	cascade	VERB
american_scientific_journal-4735	73	8	structure	structure	NOUN
american_scientific_journal-4735	73	9	with	with	ADP
american_scientific_journal-4735	73	10	a	a	DET
american_scientific_journal-4735	73	11	deep	deep	ADJ
american_scientific_journal-4735	73	12	three	three	NUM
american_scientific_journal-4735	73	13	-	-	PUNCT
american_scientific_journal-4735	73	14	stage	stage	NOUN
american_scientific_journal-4735	73	15	convolution	convolution	NOUN
american_scientific_journal-4735	73	16	network	network	NOUN
american_scientific_journal-4735	73	17	carefully	carefully	ADV
american_scientific_journal-4735	73	18	designed	design	VERB
american_scientific_journal-4735	73	19	to	to	PART
american_scientific_journal-4735	73	20	predict	predict	VERB
american_scientific_journal-4735	73	21	face	face	NOUN
american_scientific_journal-4735	73	22	and	and	CCONJ
american_scientific_journal-4735	73	23	landmark	landmark	NOUN
american_scientific_journal-4735	73	24	location	location	NOUN
american_scientific_journal-4735	73	25	in	in	ADP
american_scientific_journal-4735	73	26	a	a	DET
american_scientific_journal-4735	73	27	coarse	coarse	NOUN
american_scientific_journal-4735	73	28	-	-	PUNCT
american_scientific_journal-4735	73	29	to	to	ADP
american_scientific_journal-4735	73	30	-	-	PUNCT
american_scientific_journal-4735	73	31	fine	fine	NOUN
american_scientific_journal-4735	73	32	manner	manner	NOUN
american_scientific_journal-4735	73	33	,	,	PUNCT
american_scientific_journal-4735	73	34	which	which	PRON
american_scientific_journal-4735	73	35	also	also	ADV
american_scientific_journal-4735	73	36	yields	yield	VERB
american_scientific_journal-4735	73	37	good	good	ADJ
american_scientific_journal-4735	73	38	results	result	NOUN
american_scientific_journal-4735	73	39	when	when	SCONJ
american_scientific_journal-4735	73	40	detecting	detect	VERB
american_scientific_journal-4735	73	41	side	side	NOUN
american_scientific_journal-4735	73	42	faces	face	NOUN
american_scientific_journal-4735	73	43	.	.	PUNCT
american_scientific_journal-4735	74	1	power	power	NOUN
american_scientific_journal-4735	74	2	ok6818	ok6818	PROPN
american_scientific_journal-4735	74	3	-	-	PUNCT
american_scientific_journal-4735	74	4	c	c	PROPN
american_scientific_journal-4735	74	5	arm	arm	NOUN
american_scientific_journal-4735	74	6	platformusb	platformusb	PROPN
american_scientific_journal-4735	74	7	infrared	infrared	ADJ
american_scientific_journal-4735	74	8	camera	camera	NOUN
american_scientific_journal-4735	74	9	high	high	ADJ
american_scientific_journal-4735	74	10	definition	definition	NOUN
american_scientific_journal-4735	74	11	display	display	NOUN
american_scientific_journal-4735	74	12	module	module	NOUN
american_scientific_journal-4735	74	13	american	american	PROPN
american_scientific_journal-4735	74	14	scientific	scientific	ADJ
american_scientific_journal-4735	74	15	research	research	NOUN
american_scientific_journal-4735	74	16	journal	journal	NOUN
american_scientific_journal-4735	74	17	for	for	ADP
american_scientific_journal-4735	74	18	engineering	engineering	NOUN
american_scientific_journal-4735	74	19	,	,	PUNCT
american_scientific_journal-4735	74	20	technology	technology	NOUN
american_scientific_journal-4735	74	21	,	,	PUNCT
american_scientific_journal-4735	74	22	and	and	CCONJ
american_scientific_journal-4735	74	23	sciences	science	NOUN
american_scientific_journal-4735	74	24	(	(	PUNCT
american_scientific_journal-4735	74	25	asrjets	asrjet	NOUN
american_scientific_journal-4735	74	26	)	)	PUNCT
american_scientific_journal-4735	74	27	(	(	PUNCT
american_scientific_journal-4735	74	28	2019	2019	NUM
american_scientific_journal-4735	74	29	)	)	PUNCT
american_scientific_journal-4735	74	30	volume	volume	NOUN
american_scientific_journal-4735	74	31	53	53	NUM
american_scientific_journal-4735	74	32	,	,	PUNCT
american_scientific_journal-4735	74	33	no	no	DET
american_scientific_journal-4735	74	34	1	1	NUM
american_scientific_journal-4735	74	35	,	,	PUNCT
american_scientific_journal-4735	74	36	pp	pp	ADV
american_scientific_journal-4735	74	37	164	164	NUM
american_scientific_journal-4735	74	38	-	-	SYM
american_scientific_journal-4735	74	39	175	175	NUM
american_scientific_journal-4735	74	40	168	168	NUM
american_scientific_journal-4735	74	41	as	as	SCONJ
american_scientific_journal-4735	74	42	shown	show	VERB
american_scientific_journal-4735	74	43	in	in	ADP
american_scientific_journal-4735	74	44	figure	figure	NOUN
american_scientific_journal-4735	74	45	3	3	NUM
american_scientific_journal-4735	74	46	,	,	PUNCT
american_scientific_journal-4735	74	47	we	we	PRON
american_scientific_journal-4735	74	48	apply	apply	VERB
american_scientific_journal-4735	74	49	multi	multi	ADJ
american_scientific_journal-4735	74	50	-	-	ADJ
american_scientific_journal-4735	74	51	task	task	ADJ
american_scientific_journal-4735	74	52	cascaded	cascade	VERB
american_scientific_journal-4735	74	53	convolutional	convolutional	ADJ
american_scientific_journal-4735	74	54	network	network	NOUN
american_scientific_journal-4735	74	55	(	(	PUNCT
american_scientific_journal-4735	74	56	mtcnn	mtcnn	PROPN
american_scientific_journal-4735	74	57	)	)	PUNCT
american_scientific_journal-4735	74	58	to	to	PART
american_scientific_journal-4735	74	59	calibrate	calibrate	VERB
american_scientific_journal-4735	74	60	feature	feature	NOUN
american_scientific_journal-4735	74	61	points	point	NOUN
american_scientific_journal-4735	74	62	of	of	ADP
american_scientific_journal-4735	74	63	eyes	eye	NOUN
american_scientific_journal-4735	74	64	,	,	PUNCT
american_scientific_journal-4735	74	65	and	and	CCONJ
american_scientific_journal-4735	74	66	then	then	ADV
american_scientific_journal-4735	74	67	the	the	DET
american_scientific_journal-4735	74	68	corresponding	correspond	VERB
american_scientific_journal-4735	74	69	image	image	NOUN
american_scientific_journal-4735	74	70	sequences	sequence	NOUN
american_scientific_journal-4735	74	71	of	of	ADP
american_scientific_journal-4735	74	72	eyes	eye	NOUN
american_scientific_journal-4735	74	73	are	be	AUX
american_scientific_journal-4735	74	74	extracted	extract	VERB
american_scientific_journal-4735	74	75	from	from	ADP
american_scientific_journal-4735	74	76	each	each	DET
american_scientific_journal-4735	74	77	frame	frame	NOUN
american_scientific_journal-4735	74	78	according	accord	VERB
american_scientific_journal-4735	74	79	to	to	ADP
american_scientific_journal-4735	74	80	the	the	DET
american_scientific_journal-4735	74	81	geometric	geometric	ADJ
american_scientific_journal-4735	74	82	relations	relation	NOUN
american_scientific_journal-4735	74	83	between	between	ADP
american_scientific_journal-4735	74	84	the	the	DET
american_scientific_journal-4735	74	85	feature	feature	NOUN
american_scientific_journal-4735	74	86	points	point	NOUN
american_scientific_journal-4735	74	87	,	,	PUNCT
american_scientific_journal-4735	74	88	which	which	PRON
american_scientific_journal-4735	74	89	are	be	AUX
american_scientific_journal-4735	74	90	shown	show	VERB
american_scientific_journal-4735	74	91	as	as	SCONJ
american_scientific_journal-4735	74	92	follows	follow	VERB
american_scientific_journal-4735	74	93	:	:	PUNCT
american_scientific_journal-4735	74	94	0.6	0.6	NUM
american_scientific_journal-4735	74	95	0.8	0.8	NUM
american_scientific_journal-4735	74	96	0.5	0.5	NUM
american_scientific_journal-4735	74	97	0.5	0.5	NUM
american_scientific_journal-4735	74	98	b	b	PROPN
american_scientific_journal-4735	74	99	a	a	DET
american_scientific_journal-4735	74	100	c	c	NOUN
american_scientific_journal-4735	74	101	a	a	DET
american_scientific_journal-4735	74	102	c	c	NOUN
american_scientific_journal-4735	74	103	a	a	DET
american_scientific_journal-4735	74	104	d	d	X
american_scientific_journal-4735	74	105	x	x	X
american_scientific_journal-4735	74	106	x	x	X
american_scientific_journal-4735	74	107	w	w	NOUN
american_scientific_journal-4735	75	1	d	d	X
american_scientific_journal-4735	75	2	h	h	NOUN
american_scientific_journal-4735	75	3	w	w	NOUN
american_scientific_journal-4735	75	4	x	x	PUNCT
american_scientific_journal-4735	75	5	x	x	X
american_scientific_journal-4735	75	6	w	w	VERB
american_scientific_journal-4735	75	7	y	y	PROPN
american_scientific_journal-4735	75	8	y	y	PROPN
american_scientific_journal-4735	75	9	h	h	NOUN
american_scientific_journal-4735	76	1	=	=	SYM
american_scientific_journal-4735	76	2	−	−	PROPN
american_scientific_journal-4735	76	3			ADV
american_scientific_journal-4735	76	4	=	=	NOUN
american_scientific_journal-4735	76	5	×	×	NOUN
american_scientific_journal-4735	76	6	=	=	SYM
american_scientific_journal-4735	76	7	×	×	X
american_scientific_journal-4735	76	8			ADV
american_scientific_journal-4735	76	9	=	=	SYM
american_scientific_journal-4735	76	10	−	−	PROPN
american_scientific_journal-4735	76	11	×	×	ADJ
american_scientific_journal-4735	76	12			NOUN
american_scientific_journal-4735	76	13	=	=	SYM
american_scientific_journal-4735	76	14	−	−	PROPN
american_scientific_journal-4735	76	15	×	×	PROPN
american_scientific_journal-4735	76	16	(	(	PUNCT
american_scientific_journal-4735	76	17	1	1	NUM
american_scientific_journal-4735	76	18	)	)	PUNCT
american_scientific_journal-4735	76	19	where	where	SCONJ
american_scientific_journal-4735	76	20	(	(	PUNCT
american_scientific_journal-4735	76	21	,	,	PUNCT
american_scientific_journal-4735	76	22	y	y	PROPN
american_scientific_journal-4735	76	23	)	)	PUNCT
american_scientific_journal-4735	76	24	a	a	DET
american_scientific_journal-4735	76	25	ax	ax	NOUN
american_scientific_journal-4735	76	26	and	and	CCONJ
american_scientific_journal-4735	76	27	(	(	PUNCT
american_scientific_journal-4735	76	28	,	,	PUNCT
american_scientific_journal-4735	76	29	y	y	PROPN
american_scientific_journal-4735	76	30	)	)	PUNCT
american_scientific_journal-4735	76	31	b	b	PROPN
american_scientific_journal-4735	77	1	bx	bx	PROPN
american_scientific_journal-4735	77	2	denote	denote	VERB
american_scientific_journal-4735	77	3	the	the	DET
american_scientific_journal-4735	77	4	pixel	pixel	PROPN
american_scientific_journal-4735	77	5	coordinates	coordinate	NOUN
american_scientific_journal-4735	77	6	of	of	ADP
american_scientific_journal-4735	77	7	eye	eye	NOUN
american_scientific_journal-4735	77	8	feature	feature	NOUN
american_scientific_journal-4735	77	9	point	point	NOUN
american_scientific_journal-4735	77	10	a	a	DET
american_scientific_journal-4735	77	11	,	,	PUNCT
american_scientific_journal-4735	77	12	b	b	NOUN
american_scientific_journal-4735	77	13	,	,	PUNCT
american_scientific_journal-4735	77	14	respectively	respectively	ADV
american_scientific_journal-4735	77	15	.	.	PUNCT
american_scientific_journal-4735	78	1	point	point	NOUN
american_scientific_journal-4735	78	2	c	c	NOUN
american_scientific_journal-4735	78	3	,	,	PUNCT
american_scientific_journal-4735	78	4	whose	whose	DET
american_scientific_journal-4735	78	5	pixel	pixel	NOUN
american_scientific_journal-4735	78	6	coordinate	coordinate	NOUN
american_scientific_journal-4735	78	7	is	be	AUX
american_scientific_journal-4735	78	8	(	(	PUNCT
american_scientific_journal-4735	78	9	,	,	PUNCT
american_scientific_journal-4735	78	10	y	y	PROPN
american_scientific_journal-4735	78	11	)	)	PUNCT
american_scientific_journal-4735	78	12	c	c	PROPN
american_scientific_journal-4735	78	13	cx	cx	PROPN
american_scientific_journal-4735	78	14	,	,	PUNCT
american_scientific_journal-4735	78	15	refers	refer	VERB
american_scientific_journal-4735	78	16	to	to	ADP
american_scientific_journal-4735	78	17	the	the	DET
american_scientific_journal-4735	78	18	upper	upper	ADJ
american_scientific_journal-4735	78	19	-	-	PUNCT
american_scientific_journal-4735	78	20	right	right	NOUN
american_scientific_journal-4735	78	21	vertex	vertex	NOUN
american_scientific_journal-4735	78	22	of	of	ADP
american_scientific_journal-4735	78	23	right	right	ADJ
american_scientific_journal-4735	78	24	eye	eye	NOUN
american_scientific_journal-4735	78	25	area	area	NOUN
american_scientific_journal-4735	78	26	.	.	PUNCT
american_scientific_journal-4735	79	1	and	and	CCONJ
american_scientific_journal-4735	79	2	d	d	X
american_scientific_journal-4735	79	3	,	,	PUNCT
american_scientific_journal-4735	79	4	w	w	ADP
american_scientific_journal-4735	79	5	as	as	ADV
american_scientific_journal-4735	79	6	well	well	ADV
american_scientific_journal-4735	79	7	as	as	ADP
american_scientific_journal-4735	79	8	h	h	NOUN
american_scientific_journal-4735	79	9	are	be	AUX
american_scientific_journal-4735	79	10	respectively	respectively	ADV
american_scientific_journal-4735	79	11	the	the	DET
american_scientific_journal-4735	79	12	horizontal	horizontal	ADJ
american_scientific_journal-4735	79	13	distance	distance	NOUN
american_scientific_journal-4735	79	14	between	between	ADP
american_scientific_journal-4735	79	15	point	point	NOUN
american_scientific_journal-4735	79	16	a	a	PRON
american_scientific_journal-4735	79	17	and	and	CCONJ
american_scientific_journal-4735	79	18	b	b	NOUN
american_scientific_journal-4735	79	19	,	,	PUNCT
american_scientific_journal-4735	79	20	the	the	DET
american_scientific_journal-4735	79	21	width	width	NOUN
american_scientific_journal-4735	79	22	and	and	CCONJ
american_scientific_journal-4735	79	23	height	height	NOUN
american_scientific_journal-4735	79	24	of	of	ADP
american_scientific_journal-4735	79	25	the	the	DET
american_scientific_journal-4735	79	26	right	right	ADJ
american_scientific_journal-4735	79	27	eye	eye	NOUN
american_scientific_journal-4735	79	28	area	area	NOUN
american_scientific_journal-4735	79	29	.	.	PUNCT
american_scientific_journal-4735	80	1	see	see	VERB
american_scientific_journal-4735	80	2	figure	figure	NOUN
american_scientific_journal-4735	80	3	3	3	NUM
american_scientific_journal-4735	80	4	for	for	ADP
american_scientific_journal-4735	80	5	more	more	ADJ
american_scientific_journal-4735	80	6	details	detail	NOUN
american_scientific_journal-4735	80	7	.	.	PUNCT
american_scientific_journal-4735	81	1	figure	figure	VERB
american_scientific_journal-4735	81	2	3	3	NUM
american_scientific_journal-4735	81	3	:	:	PUNCT
american_scientific_journal-4735	81	4	extracting	extract	VERB
american_scientific_journal-4735	81	5	the	the	DET
american_scientific_journal-4735	81	6	region	region	NOUN
american_scientific_journal-4735	81	7	of	of	ADP
american_scientific_journal-4735	81	8	interest	interest	NOUN
american_scientific_journal-4735	81	9	by	by	ADP
american_scientific_journal-4735	81	10	mtcnn	mtcnn	PROPN
american_scientific_journal-4735	81	11	2.3	2.3	NUM
american_scientific_journal-4735	81	12	eye	eye	NOUN
american_scientific_journal-4735	81	13	state	state	NOUN
american_scientific_journal-4735	81	14	recognition	recognition	NOUN
american_scientific_journal-4735	81	15	network	network	NOUN
american_scientific_journal-4735	81	16	cnn	cnn	PROPN
american_scientific_journal-4735	81	17	is	be	AUX
american_scientific_journal-4735	81	18	generally	generally	ADV
american_scientific_journal-4735	81	19	composed	compose	VERB
american_scientific_journal-4735	81	20	of	of	ADP
american_scientific_journal-4735	81	21	convolution	convolution	NOUN
american_scientific_journal-4735	81	22	layer	layer	NOUN
american_scientific_journal-4735	81	23	,	,	PUNCT
american_scientific_journal-4735	81	24	activation	activation	NOUN
american_scientific_journal-4735	81	25	layer	layer	NOUN
american_scientific_journal-4735	81	26	,	,	PUNCT
american_scientific_journal-4735	81	27	pooling	pool	VERB
american_scientific_journal-4735	81	28	layer	layer	NOUN
american_scientific_journal-4735	81	29	and	and	CCONJ
american_scientific_journal-4735	81	30	fully	fully	ADV
american_scientific_journal-4735	81	31	connected	connected	ADJ
american_scientific_journal-4735	81	32	layer	layer	NOUN
american_scientific_journal-4735	81	33	.	.	PUNCT
american_scientific_journal-4735	82	1	after	after	SCONJ
american_scientific_journal-4735	82	2	the	the	DET
american_scientific_journal-4735	82	3	data	datum	NOUN
american_scientific_journal-4735	82	4	are	be	AUX
american_scientific_journal-4735	82	5	input	input	VERB
american_scientific_journal-4735	82	6	into	into	ADP
american_scientific_journal-4735	82	7	cnn	cnn	PROPN
american_scientific_journal-4735	82	8	,	,	PUNCT
american_scientific_journal-4735	82	9	the	the	DET
american_scientific_journal-4735	82	10	features	feature	NOUN
american_scientific_journal-4735	82	11	are	be	AUX
american_scientific_journal-4735	82	12	extracted	extract	VERB
american_scientific_journal-4735	82	13	through	through	ADP
american_scientific_journal-4735	82	14	the	the	DET
american_scientific_journal-4735	82	15	convolution	convolution	NOUN
american_scientific_journal-4735	82	16	layer	layer	NOUN
american_scientific_journal-4735	82	17	and	and	CCONJ
american_scientific_journal-4735	82	18	the	the	DET
american_scientific_journal-4735	82	19	pooling	pool	VERB
american_scientific_journal-4735	82	20	layer	layer	NOUN
american_scientific_journal-4735	82	21	.	.	PUNCT
american_scientific_journal-4735	83	1	the	the	DET
american_scientific_journal-4735	83	2	extracted	extract	VERB
american_scientific_journal-4735	83	3	features	feature	NOUN
american_scientific_journal-4735	83	4	are	be	AUX
american_scientific_journal-4735	83	5	activated	activate	VERB
american_scientific_journal-4735	83	6	by	by	ADP
american_scientific_journal-4735	83	7	the	the	DET
american_scientific_journal-4735	83	8	activation	activation	NOUN
american_scientific_journal-4735	83	9	layer	layer	NOUN
american_scientific_journal-4735	83	10	.	.	PUNCT
american_scientific_journal-4735	84	1	finally	finally	ADV
american_scientific_journal-4735	84	2	,	,	PUNCT
american_scientific_journal-4735	84	3	the	the	DET
american_scientific_journal-4735	84	4	full	full	ADJ
american_scientific_journal-4735	84	5	connection	connection	NOUN
american_scientific_journal-4735	84	6	layer	layer	NOUN
american_scientific_journal-4735	84	7	performs	perform	VERB
american_scientific_journal-4735	84	8	dimension	dimension	NOUN
american_scientific_journal-4735	84	9	transformation	transformation	NOUN
american_scientific_journal-4735	84	10	,	,	PUNCT
american_scientific_journal-4735	84	11	feature	feature	NOUN
american_scientific_journal-4735	84	12	combination	combination	NOUN
american_scientific_journal-4735	84	13	and	and	CCONJ
american_scientific_journal-4735	84	14	semantic	semantic	ADJ
american_scientific_journal-4735	84	15	mapping	mapping	NOUN
american_scientific_journal-4735	84	16	of	of	ADP
american_scientific_journal-4735	84	17	the	the	DET
american_scientific_journal-4735	84	18	highly	highly	ADV
american_scientific_journal-4735	84	19	abstract	abstract	ADJ
american_scientific_journal-4735	84	20	features	feature	NOUN
american_scientific_journal-4735	84	21	.	.	PUNCT
american_scientific_journal-4735	85	1	the	the	DET
american_scientific_journal-4735	85	2	error	error	NOUN
american_scientific_journal-4735	85	3	is	be	AUX
american_scientific_journal-4735	85	4	calculated	calculate	VERB
american_scientific_journal-4735	85	5	by	by	ADP
american_scientific_journal-4735	85	6	loss	loss	NOUN
american_scientific_journal-4735	85	7	function	function	NOUN
american_scientific_journal-4735	85	8	.	.	PUNCT
american_scientific_journal-4735	86	1	then	then	ADV
american_scientific_journal-4735	86	2	the	the	DET
american_scientific_journal-4735	86	3	gradient	gradient	NOUN
american_scientific_journal-4735	86	4	is	be	AUX
american_scientific_journal-4735	86	5	propagated	propagate	VERB
american_scientific_journal-4735	86	6	by	by	ADP
american_scientific_journal-4735	86	7	the	the	DET
american_scientific_journal-4735	86	8	back	back	ADJ
american_scientific_journal-4735	86	9	propagation	propagation	NOUN
american_scientific_journal-4735	86	10	algorithm	algorithm	NOUN
american_scientific_journal-4735	86	11	and	and	CCONJ
american_scientific_journal-4735	86	12	the	the	DET
american_scientific_journal-4735	86	13	gradient	gradient	NOUN
american_scientific_journal-4735	86	14	is	be	AUX
american_scientific_journal-4735	86	15	updated	update	VERB
american_scientific_journal-4735	86	16	by	by	ADP
american_scientific_journal-4735	86	17	the	the	DET
american_scientific_journal-4735	86	18	gradient	gradient	NOUN
american_scientific_journal-4735	86	19	updating	update	VERB
american_scientific_journal-4735	86	20	algorithm	algorithm	NOUN
american_scientific_journal-4735	86	21	to	to	PART
american_scientific_journal-4735	86	22	achieve	achieve	VERB
american_scientific_journal-4735	86	23	the	the	DET
american_scientific_journal-4735	86	24	optimal	optimal	ADJ
american_scientific_journal-4735	86	25	solution	solution	NOUN
american_scientific_journal-4735	86	26	.	.	PUNCT
american_scientific_journal-4735	87	1	the	the	DET
american_scientific_journal-4735	87	2	convolution	convolution	NOUN
american_scientific_journal-4735	87	3	layer	layer	NOUN
american_scientific_journal-4735	87	4	is	be	AUX
american_scientific_journal-4735	87	5	the	the	DET
american_scientific_journal-4735	87	6	core	core	NOUN
american_scientific_journal-4735	87	7	of	of	ADP
american_scientific_journal-4735	87	8	cnn	cnn	PROPN
american_scientific_journal-4735	87	9	.	.	PUNCT
american_scientific_journal-4735	88	1	different	different	ADJ
american_scientific_journal-4735	88	2	features	feature	NOUN
american_scientific_journal-4735	88	3	of	of	ADP
american_scientific_journal-4735	88	4	input	input	NOUN
american_scientific_journal-4735	88	5	data	datum	NOUN
american_scientific_journal-4735	88	6	are	be	AUX
american_scientific_journal-4735	88	7	extracted	extract	VERB
american_scientific_journal-4735	88	8	by	by	ADP
american_scientific_journal-4735	88	9	convolution	convolution	NOUN
american_scientific_journal-4735	88	10	kernels	kernel	NOUN
american_scientific_journal-4735	88	11	with	with	ADP
american_scientific_journal-4735	88	12	different	different	ADJ
american_scientific_journal-4735	88	13	sizes	size	NOUN
american_scientific_journal-4735	88	14	.	.	PUNCT
american_scientific_journal-4735	89	1	these	these	DET
american_scientific_journal-4735	89	2	convolution	convolution	NOUN
american_scientific_journal-4735	89	3	kernels	kernel	NOUN
american_scientific_journal-4735	89	4	are	be	AUX
american_scientific_journal-4735	89	5	trainable	trainable	ADJ
american_scientific_journal-4735	89	6	weight	weight	NOUN
american_scientific_journal-4735	89	7	matrix	matrix	NOUN
american_scientific_journal-4735	89	8	.	.	PUNCT
american_scientific_journal-4735	90	1	generally	generally	ADV
american_scientific_journal-4735	90	2	speaking	speak	VERB
american_scientific_journal-4735	90	3	,	,	PUNCT
american_scientific_journal-4735	90	4	when	when	SCONJ
american_scientific_journal-4735	90	5	the	the	DET
american_scientific_journal-4735	90	6	convolution	convolution	NOUN
american_scientific_journal-4735	90	7	layer	layer	NOUN
american_scientific_journal-4735	90	8	extracts	extract	VERB
american_scientific_journal-4735	90	9	a	a	DET
american_scientific_journal-4735	90	10	feature	feature	NOUN
american_scientific_journal-4735	90	11	of	of	ADP
american_scientific_journal-4735	90	12	the	the	DET
american_scientific_journal-4735	90	13	target	target	NOUN
american_scientific_journal-4735	90	14	,	,	PUNCT
american_scientific_journal-4735	90	15	it	it	PRON
american_scientific_journal-4735	90	16	is	be	AUX
american_scientific_journal-4735	90	17	necessary	necessary	ADJ
american_scientific_journal-4735	90	18	to	to	PART
american_scientific_journal-4735	90	19	arrange	arrange	VERB
american_scientific_journal-4735	90	20	a	a	DET
american_scientific_journal-4735	90	21	pooling	pooling	NOUN
american_scientific_journal-4735	90	22	layer	layer	NOUN
american_scientific_journal-4735	90	23	between	between	ADP
american_scientific_journal-4735	90	24	two	two	NUM
american_scientific_journal-4735	90	25	adjacent	adjacent	ADJ
american_scientific_journal-4735	90	26	convolution	convolution	NOUN
american_scientific_journal-4735	90	27	layers	layer	NOUN
american_scientific_journal-4735	90	28	.	.	PUNCT
american_scientific_journal-4735	91	1	the	the	DET
american_scientific_journal-4735	91	2	pooling	pool	VERB
american_scientific_journal-4735	91	3	layer	layer	NOUN
american_scientific_journal-4735	91	4	is	be	AUX
american_scientific_journal-4735	91	5	actually	actually	ADV
american_scientific_journal-4735	91	6	a	a	DET
american_scientific_journal-4735	91	7	statistical	statistical	ADJ
american_scientific_journal-4735	91	8	function	function	NOUN
american_scientific_journal-4735	91	9	.	.	PUNCT
american_scientific_journal-4735	92	1	there	there	PRON
american_scientific_journal-4735	92	2	are	be	VERB
american_scientific_journal-4735	92	3	two	two	NUM
american_scientific_journal-4735	92	4	functions	function	NOUN
american_scientific_journal-4735	92	5	of	of	ADP
american_scientific_journal-4735	92	6	the	the	DET
american_scientific_journal-4735	92	7	pooling	pool	VERB
american_scientific_journal-4735	92	8	layer	layer	NOUN
american_scientific_journal-4735	92	9	:	:	PUNCT
american_scientific_journal-4735	92	10	one	one	NUM
american_scientific_journal-4735	92	11	is	be	AUX
american_scientific_journal-4735	92	12	to	to	PART
american_scientific_journal-4735	92	13	reduce	reduce	VERB
american_scientific_journal-4735	92	14	the	the	DET
american_scientific_journal-4735	92	15	amount	amount	NOUN
american_scientific_journal-4735	92	16	of	of	ADP
american_scientific_journal-4735	92	17	data	datum	NOUN
american_scientific_journal-4735	92	18	to	to	PART
american_scientific_journal-4735	92	19	be	be	AUX
american_scientific_journal-4735	92	20	processed	process	VERB
american_scientific_journal-4735	92	21	in	in	ADP
american_scientific_journal-4735	92	22	the	the	DET
american_scientific_journal-4735	92	23	next	next	ADJ
american_scientific_journal-4735	92	24	layer	layer	NOUN
american_scientific_journal-4735	92	25	,	,	PUNCT
american_scientific_journal-4735	92	26	that	that	ADV
american_scientific_journal-4735	92	27	is	is	ADV
american_scientific_journal-4735	92	28	,	,	PUNCT
american_scientific_journal-4735	92	29	dimension	dimension	NOUN
american_scientific_journal-4735	92	30	reduction	reduction	NOUN
american_scientific_journal-4735	92	31	.	.	PUNCT
american_scientific_journal-4735	93	1	the	the	DET
american_scientific_journal-4735	93	2	other	other	ADJ
american_scientific_journal-4735	93	3	is	be	AUX
american_scientific_journal-4735	93	4	to	to	PART
american_scientific_journal-4735	93	5	prevent	prevent	VERB
american_scientific_journal-4735	93	6	over	over	ADP
american_scientific_journal-4735	93	7	-	-	PUNCT
american_scientific_journal-4735	93	8	fitting	fitting	NOUN
american_scientific_journal-4735	93	9	of	of	ADP
american_scientific_journal-4735	93	10	the	the	DET
american_scientific_journal-4735	93	11	network	network	NOUN
american_scientific_journal-4735	93	12	;	;	PUNCT
american_scientific_journal-4735	93	13	at	at	ADP
american_scientific_journal-4735	93	14	the	the	DET
american_scientific_journal-4735	93	15	end	end	NOUN
american_scientific_journal-4735	93	16	of	of	ADP
american_scientific_journal-4735	93	17	cnn	cnn	PROPN
american_scientific_journal-4735	93	18	,	,	PUNCT
american_scientific_journal-4735	93	19	there	there	PRON
american_scientific_journal-4735	93	20	is	be	VERB
american_scientific_journal-4735	93	21	generally	generally	ADV
american_scientific_journal-4735	93	22	a	a	DET
american_scientific_journal-4735	93	23	fully	fully	ADV
american_scientific_journal-4735	93	24	connected	connect	VERB
american_scientific_journal-4735	93	25	layer	layer	NOUN
american_scientific_journal-4735	93	26	.	.	PUNCT
american_scientific_journal-4735	94	1	full	full	ADJ
american_scientific_journal-4735	94	2	connection	connection	NOUN
american_scientific_journal-4735	94	3	means	mean	VERB
american_scientific_journal-4735	94	4	that	that	SCONJ
american_scientific_journal-4735	94	5	all	all	DET
american_scientific_journal-4735	94	6	neurons	neuron	NOUN
american_scientific_journal-4735	94	7	in	in	ADP
american_scientific_journal-4735	94	8	the	the	DET
american_scientific_journal-4735	94	9	front	front	ADJ
american_scientific_journal-4735	94	10	layer	layer	NOUN
american_scientific_journal-4735	94	11	american	american	ADJ
american_scientific_journal-4735	94	12	scientific	scientific	ADJ
american_scientific_journal-4735	94	13	research	research	NOUN
american_scientific_journal-4735	94	14	journal	journal	NOUN
american_scientific_journal-4735	94	15	for	for	ADP
american_scientific_journal-4735	94	16	engineering	engineering	NOUN
american_scientific_journal-4735	94	17	,	,	PUNCT
american_scientific_journal-4735	94	18	technology	technology	NOUN
american_scientific_journal-4735	94	19	,	,	PUNCT
american_scientific_journal-4735	94	20	and	and	CCONJ
american_scientific_journal-4735	94	21	sciences	science	NOUN
american_scientific_journal-4735	94	22	(	(	PUNCT
american_scientific_journal-4735	94	23	asrjets	asrjet	NOUN
american_scientific_journal-4735	94	24	)	)	PUNCT
american_scientific_journal-4735	94	25	(	(	PUNCT
american_scientific_journal-4735	94	26	2019	2019	NUM
american_scientific_journal-4735	94	27	)	)	PUNCT
american_scientific_journal-4735	94	28	volume	volume	NOUN
american_scientific_journal-4735	94	29	53	53	NUM
american_scientific_journal-4735	94	30	,	,	PUNCT
american_scientific_journal-4735	94	31	no	no	DET
american_scientific_journal-4735	94	32	1	1	NUM
american_scientific_journal-4735	94	33	,	,	PUNCT
american_scientific_journal-4735	94	34	pp	pp	ADV
american_scientific_journal-4735	94	35	164	164	NUM
american_scientific_journal-4735	94	36	-	-	SYM
american_scientific_journal-4735	94	37	175	175	NUM
american_scientific_journal-4735	94	38	169	169	NUM
american_scientific_journal-4735	94	39	network	network	NOUN
american_scientific_journal-4735	94	40	are	be	AUX
american_scientific_journal-4735	94	41	connected	connect	VERB
american_scientific_journal-4735	94	42	to	to	ADP
american_scientific_journal-4735	94	43	all	all	DET
american_scientific_journal-4735	94	44	neurons	neuron	NOUN
american_scientific_journal-4735	94	45	in	in	ADP
american_scientific_journal-4735	94	46	the	the	DET
american_scientific_journal-4735	94	47	next	next	ADJ
american_scientific_journal-4735	94	48	layer	layer	NOUN
american_scientific_journal-4735	94	49	.	.	PUNCT
american_scientific_journal-4735	95	1	the	the	DET
american_scientific_journal-4735	95	2	purpose	purpose	NOUN
american_scientific_journal-4735	95	3	of	of	ADP
american_scientific_journal-4735	95	4	fully	fully	ADV
american_scientific_journal-4735	95	5	connected	connect	VERB
american_scientific_journal-4735	95	6	layer	layer	NOUN
american_scientific_journal-4735	95	7	is	be	AUX
american_scientific_journal-4735	95	8	to	to	PART
american_scientific_journal-4735	95	9	map	map	VERB
american_scientific_journal-4735	95	10	the	the	DET
american_scientific_journal-4735	95	11	distributed	distribute	VERB
american_scientific_journal-4735	95	12	feature	feature	NOUN
american_scientific_journal-4735	95	13	representations	representation	NOUN
american_scientific_journal-4735	95	14	learnt	learn	VERB
american_scientific_journal-4735	95	15	from	from	ADP
american_scientific_journal-4735	95	16	the	the	DET
american_scientific_journal-4735	95	17	previous	previous	ADJ
american_scientific_journal-4735	95	18	layers	layer	NOUN
american_scientific_journal-4735	95	19	to	to	ADP
american_scientific_journal-4735	95	20	the	the	DET
american_scientific_journal-4735	95	21	sample	sample	NOUN
american_scientific_journal-4735	95	22	label	label	NOUN
american_scientific_journal-4735	95	23	space	space	NOUN
american_scientific_journal-4735	95	24	;	;	PUNCT
american_scientific_journal-4735	95	25	then	then	ADV
american_scientific_journal-4735	95	26	the	the	DET
american_scientific_journal-4735	95	27	loss	loss	NOUN
american_scientific_journal-4735	95	28	function	function	NOUN
american_scientific_journal-4735	95	29	is	be	AUX
american_scientific_journal-4735	95	30	used	use	VERB
american_scientific_journal-4735	95	31	to	to	PART
american_scientific_journal-4735	95	32	regulate	regulate	VERB
american_scientific_journal-4735	95	33	the	the	DET
american_scientific_journal-4735	95	34	learning	learning	NOUN
american_scientific_journal-4735	95	35	process	process	NOUN
american_scientific_journal-4735	95	36	;	;	PUNCT
american_scientific_journal-4735	95	37	finally	finally	ADV
american_scientific_journal-4735	95	38	,	,	PUNCT
american_scientific_journal-4735	95	39	the	the	DET
american_scientific_journal-4735	95	40	classification	classification	NOUN
american_scientific_journal-4735	95	41	prediction	prediction	NOUN
american_scientific_journal-4735	95	42	of	of	ADP
american_scientific_journal-4735	95	43	the	the	DET
american_scientific_journal-4735	95	44	object	object	NOUN
american_scientific_journal-4735	95	45	is	be	AUX
american_scientific_journal-4735	95	46	given	give	VERB
american_scientific_journal-4735	95	47	.	.	PUNCT
american_scientific_journal-4735	96	1	in	in	ADP
american_scientific_journal-4735	96	2	fact	fact	NOUN
american_scientific_journal-4735	96	3	,	,	PUNCT
american_scientific_journal-4735	96	4	the	the	DET
american_scientific_journal-4735	96	5	fully	fully	ADV
american_scientific_journal-4735	96	6	connected	connected	ADJ
american_scientific_journal-4735	96	7	layer	layer	NOUN
american_scientific_journal-4735	96	8	is	be	AUX
american_scientific_journal-4735	96	9	equivalent	equivalent	ADJ
american_scientific_journal-4735	96	10	to	to	ADP
american_scientific_journal-4735	96	11	the	the	DET
american_scientific_journal-4735	96	12	traditional	traditional	ADJ
american_scientific_journal-4735	96	13	multi	multi	ADJ
american_scientific_journal-4735	96	14	-	-	ADJ
american_scientific_journal-4735	96	15	layer	layer	ADJ
american_scientific_journal-4735	96	16	perceptron	perceptron	NOUN
american_scientific_journal-4735	96	17	;	;	PUNCT
american_scientific_journal-4735	96	18	in	in	ADP
american_scientific_journal-4735	96	19	cnn	cnn	PROPN
american_scientific_journal-4735	96	20	,	,	PUNCT
american_scientific_journal-4735	96	21	in	in	ADP
american_scientific_journal-4735	96	22	order	order	NOUN
american_scientific_journal-4735	96	23	to	to	PART
american_scientific_journal-4735	96	24	achieve	achieve	VERB
american_scientific_journal-4735	96	25	multi	multi	ADJ
american_scientific_journal-4735	96	26	-	-	NOUN
american_scientific_journal-4735	96	27	classification	classification	NOUN
american_scientific_journal-4735	96	28	,	,	PUNCT
american_scientific_journal-4735	96	29	it	it	PRON
american_scientific_journal-4735	96	30	is	be	AUX
american_scientific_journal-4735	96	31	necessary	necessary	ADJ
american_scientific_journal-4735	96	32	to	to	PART
american_scientific_journal-4735	96	33	introduce	introduce	VERB
american_scientific_journal-4735	96	34	a	a	DET
american_scientific_journal-4735	96	35	non	non	ADJ
american_scientific_journal-4735	96	36	-	-	ADJ
american_scientific_journal-4735	96	37	linear	linear	ADJ
american_scientific_journal-4735	96	38	structure	structure	NOUN
american_scientific_journal-4735	96	39	.	.	PUNCT
american_scientific_journal-4735	97	1	activation	activation	NOUN
american_scientific_journal-4735	97	2	layer	layer	NOUN
american_scientific_journal-4735	97	3	maps	map	VERB
american_scientific_journal-4735	97	4	the	the	DET
american_scientific_journal-4735	97	5	output	output	NOUN
american_scientific_journal-4735	97	6	of	of	ADP
american_scientific_journal-4735	97	7	convolution	convolution	NOUN
american_scientific_journal-4735	97	8	layer	layer	NOUN
american_scientific_journal-4735	97	9	nonlinearly	nonlinearly	ADV
american_scientific_journal-4735	97	10	.	.	PUNCT
american_scientific_journal-4735	98	1	it	it	PRON
american_scientific_journal-4735	98	2	is	be	AUX
american_scientific_journal-4735	98	3	more	more	ADV
american_scientific_journal-4735	98	4	likely	likely	ADJ
american_scientific_journal-4735	98	5	that	that	SCONJ
american_scientific_journal-4735	98	6	the	the	DET
american_scientific_journal-4735	98	7	sparse	sparse	ADJ
american_scientific_journal-4735	98	8	feature	feature	NOUN
american_scientific_journal-4735	98	9	can	can	AUX
american_scientific_journal-4735	98	10	be	be	AUX
american_scientific_journal-4735	98	11	linearly	linearly	ADV
american_scientific_journal-4735	98	12	separable	separable	ADJ
american_scientific_journal-4735	98	13	;	;	PUNCT
american_scientific_journal-4735	98	14	besides	besides	ADV
american_scientific_journal-4735	98	15	,	,	PUNCT
american_scientific_journal-4735	98	16	the	the	DET
american_scientific_journal-4735	98	17	network	network	NOUN
american_scientific_journal-4735	98	18	can	can	AUX
american_scientific_journal-4735	98	19	better	well	ADV
american_scientific_journal-4735	98	20	fit	fit	VERB
american_scientific_journal-4735	98	21	more	more	ADV
american_scientific_journal-4735	98	22	complex	complex	ADJ
american_scientific_journal-4735	98	23	polynomial	polynomial	ADJ
american_scientific_journal-4735	98	24	functions	function	NOUN
american_scientific_journal-4735	98	25	.	.	PUNCT
american_scientific_journal-4735	99	1	in	in	ADP
american_scientific_journal-4735	99	2	this	this	DET
american_scientific_journal-4735	99	3	paper	paper	NOUN
american_scientific_journal-4735	99	4	,	,	PUNCT
american_scientific_journal-4735	99	5	cnn	cnn	PROPN
american_scientific_journal-4735	99	6	is	be	AUX
american_scientific_journal-4735	99	7	used	use	VERB
american_scientific_journal-4735	99	8	to	to	PART
american_scientific_journal-4735	99	9	identify	identify	VERB
american_scientific_journal-4735	99	10	the	the	DET
american_scientific_journal-4735	99	11	two	two	NUM
american_scientific_journal-4735	99	12	states	state	NOUN
american_scientific_journal-4735	99	13	of	of	ADP
american_scientific_journal-4735	99	14	the	the	DET
american_scientific_journal-4735	99	15	driver	driver	NOUN
american_scientific_journal-4735	99	16	's	's	PART
american_scientific_journal-4735	99	17	eye	eye	NOUN
american_scientific_journal-4735	99	18	.	.	PUNCT
american_scientific_journal-4735	100	1	the	the	DET
american_scientific_journal-4735	100	2	recognition	recognition	NOUN
american_scientific_journal-4735	100	3	network	network	NOUN
american_scientific_journal-4735	100	4	is	be	AUX
american_scientific_journal-4735	100	5	named	name	VERB
american_scientific_journal-4735	100	6	esrnet	esrnet	NOUN
american_scientific_journal-4735	100	7	(	(	PUNCT
american_scientific_journal-4735	100	8	eye	eye	NOUN
american_scientific_journal-4735	100	9	state	state	NOUN
american_scientific_journal-4735	100	10	recognition	recognition	NOUN
american_scientific_journal-4735	100	11	network	network	NOUN
american_scientific_journal-4735	100	12	)	)	PUNCT
american_scientific_journal-4735	100	13	.	.	PUNCT
american_scientific_journal-4735	101	1	the	the	DET
american_scientific_journal-4735	101	2	network	network	NOUN
american_scientific_journal-4735	101	3	consists	consist	VERB
american_scientific_journal-4735	101	4	of	of	ADP
american_scientific_journal-4735	101	5	five	five	NUM
american_scientific_journal-4735	101	6	layers	layer	NOUN
american_scientific_journal-4735	101	7	:	:	PUNCT
american_scientific_journal-4735	101	8	two	two	NUM
american_scientific_journal-4735	101	9	convolution	convolution	NOUN
american_scientific_journal-4735	101	10	layers	layer	NOUN
american_scientific_journal-4735	101	11	,	,	PUNCT
american_scientific_journal-4735	101	12	two	two	NUM
american_scientific_journal-4735	101	13	pooling	pool	VERB
american_scientific_journal-4735	101	14	layers	layer	NOUN
american_scientific_journal-4735	101	15	and	and	CCONJ
american_scientific_journal-4735	101	16	one	one	NUM
american_scientific_journal-4735	101	17	fully	fully	ADV
american_scientific_journal-4735	101	18	connected	connected	ADJ
american_scientific_journal-4735	101	19	layer	layer	NOUN
american_scientific_journal-4735	101	20	.	.	PUNCT
american_scientific_journal-4735	102	1	a	a	DET
american_scientific_journal-4735	102	2	dropout	dropout	NOUN
american_scientific_journal-4735	102	3	layer	layer	NOUN
american_scientific_journal-4735	102	4	is	be	AUX
american_scientific_journal-4735	102	5	added	add	VERB
american_scientific_journal-4735	102	6	at	at	ADP
american_scientific_journal-4735	102	7	the	the	DET
american_scientific_journal-4735	102	8	end	end	NOUN
american_scientific_journal-4735	102	9	of	of	ADP
american_scientific_journal-4735	102	10	esrnet	esrnet	NOUN
american_scientific_journal-4735	102	11	to	to	PART
american_scientific_journal-4735	102	12	avoid	avoid	VERB
american_scientific_journal-4735	102	13	over	over	ADV
american_scientific_journal-4735	102	14	-	-	PUNCT
american_scientific_journal-4735	102	15	fitting	fit	VERB
american_scientific_journal-4735	102	16	in	in	ADP
american_scientific_journal-4735	102	17	the	the	DET
american_scientific_journal-4735	102	18	training	training	NOUN
american_scientific_journal-4735	102	19	process	process	NOUN
american_scientific_journal-4735	102	20	.	.	PUNCT
american_scientific_journal-4735	103	1	the	the	DET
american_scientific_journal-4735	103	2	structure	structure	NOUN
american_scientific_journal-4735	103	3	of	of	ADP
american_scientific_journal-4735	103	4	esrnet	esrnet	NOUN
american_scientific_journal-4735	103	5	is	be	AUX
american_scientific_journal-4735	103	6	shown	show	VERB
american_scientific_journal-4735	103	7	in	in	ADP
american_scientific_journal-4735	103	8	figure	figure	NOUN
american_scientific_journal-4735	103	9	4	4	NUM
american_scientific_journal-4735	103	10	.	.	PUNCT
american_scientific_journal-4735	104	1	c1	c1	PROPN
american_scientific_journal-4735	104	2	and	and	CCONJ
american_scientific_journal-4735	104	3	c2	c2	PROPN
american_scientific_journal-4735	104	4	represent	represent	VERB
american_scientific_journal-4735	104	5	convolution	convolution	NOUN
american_scientific_journal-4735	104	6	layer	layer	NOUN
american_scientific_journal-4735	104	7	.	.	PUNCT
american_scientific_journal-4735	105	1	s1	s1	NOUN
american_scientific_journal-4735	105	2	and	and	CCONJ
american_scientific_journal-4735	105	3	s2	s2	PROPN
american_scientific_journal-4735	105	4	represent	represent	VERB
american_scientific_journal-4735	105	5	pooling	pool	VERB
american_scientific_journal-4735	105	6	layer	layer	NOUN
american_scientific_journal-4735	105	7	and	and	CCONJ
american_scientific_journal-4735	105	8	f1	f1	NOUN
american_scientific_journal-4735	105	9	represents	represent	VERB
american_scientific_journal-4735	105	10	fully	fully	ADV
american_scientific_journal-4735	105	11	connected	connect	VERB
american_scientific_journal-4735	105	12	layer	layer	NOUN
american_scientific_journal-4735	105	13	.	.	PUNCT
american_scientific_journal-4735	106	1	the	the	DET
american_scientific_journal-4735	106	2	specific	specific	ADJ
american_scientific_journal-4735	106	3	parameters	parameter	NOUN
american_scientific_journal-4735	106	4	of	of	ADP
american_scientific_journal-4735	106	5	each	each	DET
american_scientific_journal-4735	106	6	layer	layer	NOUN
american_scientific_journal-4735	106	7	of	of	ADP
american_scientific_journal-4735	106	8	esrnet	esrnet	NOUN
american_scientific_journal-4735	106	9	and	and	CCONJ
american_scientific_journal-4735	106	10	the	the	DET
american_scientific_journal-4735	106	11	size	size	NOUN
american_scientific_journal-4735	106	12	of	of	ADP
american_scientific_journal-4735	106	13	the	the	DET
american_scientific_journal-4735	106	14	feature	feature	NOUN
american_scientific_journal-4735	106	15	map	map	NOUN
american_scientific_journal-4735	106	16	output	output	NOUN
american_scientific_journal-4735	106	17	from	from	ADP
american_scientific_journal-4735	106	18	each	each	DET
american_scientific_journal-4735	106	19	layer	layer	NOUN
american_scientific_journal-4735	106	20	are	be	AUX
american_scientific_journal-4735	106	21	shown	show	VERB
american_scientific_journal-4735	106	22	in	in	ADP
american_scientific_journal-4735	106	23	table	table	NOUN
american_scientific_journal-4735	106	24	1	1	NUM
american_scientific_journal-4735	106	25	.	.	PUNCT
american_scientific_journal-4735	106	26	figure	figure	VERB
american_scientific_journal-4735	106	27	4	4	NUM
american_scientific_journal-4735	106	28	:	:	PUNCT
american_scientific_journal-4735	106	29	network	network	NOUN
american_scientific_journal-4735	106	30	architecture	architecture	NOUN
american_scientific_journal-4735	106	31	of	of	ADP
american_scientific_journal-4735	106	32	esrnet	esrnet	ADJ
american_scientific_journal-4735	106	33	table	table	NOUN
american_scientific_journal-4735	106	34	1	1	NUM
american_scientific_journal-4735	106	35	:	:	PUNCT
american_scientific_journal-4735	106	36	layer	layer	NOUN
american_scientific_journal-4735	106	37	parameters	parameter	NOUN
american_scientific_journal-4735	106	38	of	of	ADP
american_scientific_journal-4735	106	39	esrnet	esrnet	NOUN
american_scientific_journal-4735	106	40	layer	layer	NOUN
american_scientific_journal-4735	106	41	name	name	NOUN
american_scientific_journal-4735	106	42	layer	layer	NOUN
american_scientific_journal-4735	106	43	type	type	NOUN
american_scientific_journal-4735	106	44	related	relate	VERB
american_scientific_journal-4735	106	45	parameters	parameter	NOUN
american_scientific_journal-4735	106	46	feature	feature	NOUN
american_scientific_journal-4735	106	47	-	-	PUNCT
american_scientific_journal-4735	106	48	map	map	NOUN
american_scientific_journal-4735	106	49	size	size	NOUN
american_scientific_journal-4735	106	50	c1	c1	PROPN
american_scientific_journal-4735	106	51	convolution	convolution	NOUN
american_scientific_journal-4735	106	52	5×5	5×5	NUM
american_scientific_journal-4735	106	53	,	,	PUNCT
american_scientific_journal-4735	106	54	32	32	NUM
american_scientific_journal-4735	106	55	,	,	PUNCT
american_scientific_journal-4735	106	56	stride	stride	NOUN
american_scientific_journal-4735	106	57	1	1	NUM
american_scientific_journal-4735	106	58	32×24	32×24	NUM
american_scientific_journal-4735	106	59	s1	s1	NOUN
american_scientific_journal-4735	106	60	pooling	pool	VERB
american_scientific_journal-4735	106	61	2×2	2×2	NOUN
american_scientific_journal-4735	106	62	,	,	PUNCT
american_scientific_journal-4735	106	63	max	max	PROPN
american_scientific_journal-4735	106	64	pooling	pooling	NOUN
american_scientific_journal-4735	106	65	,	,	PUNCT
american_scientific_journal-4735	106	66	stride	stride	NOUN
american_scientific_journal-4735	106	67	2	2	NUM
american_scientific_journal-4735	106	68	16×12	16×12	NUM
american_scientific_journal-4735	106	69	c2	c2	PROPN
american_scientific_journal-4735	106	70	convolution	convolution	VERB
american_scientific_journal-4735	106	71	5×5	5×5	NUM
american_scientific_journal-4735	106	72	,	,	PUNCT
american_scientific_journal-4735	106	73	64	64	NUM
american_scientific_journal-4735	106	74	,	,	PUNCT
american_scientific_journal-4735	106	75	stride	stride	ADJ
american_scientific_journal-4735	106	76	1	1	NUM
american_scientific_journal-4735	106	77	12×8	12×8	NUM
american_scientific_journal-4735	106	78	s2	s2	NOUN
american_scientific_journal-4735	106	79	pooling	pool	VERB
american_scientific_journal-4735	106	80	2×2	2×2	NOUN
american_scientific_journal-4735	106	81	,	,	PUNCT
american_scientific_journal-4735	106	82	max	max	PROPN
american_scientific_journal-4735	106	83	pooling	pooling	NOUN
american_scientific_journal-4735	106	84	,	,	PUNCT
american_scientific_journal-4735	106	85	stride	stride	ADJ
american_scientific_journal-4735	106	86	2	2	NUM
american_scientific_journal-4735	106	87	6×4	6×4	NUM
american_scientific_journal-4735	106	88	f1	f1	NOUN
american_scientific_journal-4735	106	89	fully	fully	ADV
american_scientific_journal-4735	106	90	connected	connect	VERB
american_scientific_journal-4735	106	91	2	2	NUM
american_scientific_journal-4735	106	92	-	-	SYM
american_scientific_journal-4735	106	93	d	d	NOUN
american_scientific_journal-4735	106	94	\	\	NOUN
american_scientific_journal-4735	106	95	dropout	dropout	NOUN
american_scientific_journal-4735	106	96	dropout	dropout	NOUN
american_scientific_journal-4735	106	97	dropout	dropout	NOUN
american_scientific_journal-4735	106	98	-	-	PUNCT
american_scientific_journal-4735	106	99	ratio	ratio	NOUN
american_scientific_journal-4735	106	100	0.5	0.5	NUM
american_scientific_journal-4735	106	101	\	\	NOUN
american_scientific_journal-4735	106	102	2.4	2.4	NUM
american_scientific_journal-4735	106	103	flow	flow	NOUN
american_scientific_journal-4735	106	104	of	of	ADP
american_scientific_journal-4735	106	105	fatigue	fatigue	NOUN
american_scientific_journal-4735	106	106	detection	detection	NOUN
american_scientific_journal-4735	106	107	software	software	NOUN
american_scientific_journal-4735	106	108	american	american	PROPN
american_scientific_journal-4735	106	109	scientific	scientific	ADJ
american_scientific_journal-4735	106	110	research	research	NOUN
american_scientific_journal-4735	106	111	journal	journal	NOUN
american_scientific_journal-4735	106	112	for	for	ADP
american_scientific_journal-4735	106	113	engineering	engineering	NOUN
american_scientific_journal-4735	106	114	,	,	PUNCT
american_scientific_journal-4735	106	115	technology	technology	NOUN
american_scientific_journal-4735	106	116	,	,	PUNCT
american_scientific_journal-4735	106	117	and	and	CCONJ
american_scientific_journal-4735	106	118	sciences	science	NOUN
american_scientific_journal-4735	106	119	(	(	PUNCT
american_scientific_journal-4735	106	120	asrjets	asrjet	NOUN
american_scientific_journal-4735	106	121	)	)	PUNCT
american_scientific_journal-4735	106	122	(	(	PUNCT
american_scientific_journal-4735	106	123	2019	2019	NUM
american_scientific_journal-4735	106	124	)	)	PUNCT
american_scientific_journal-4735	106	125	volume	volume	NOUN
american_scientific_journal-4735	106	126	53	53	NUM
american_scientific_journal-4735	106	127	,	,	PUNCT
american_scientific_journal-4735	106	128	no	no	DET
american_scientific_journal-4735	106	129	1	1	NUM
american_scientific_journal-4735	106	130	,	,	PUNCT
american_scientific_journal-4735	106	131	pp	pp	ADV
american_scientific_journal-4735	106	132	164	164	NUM
american_scientific_journal-4735	106	133	-	-	SYM
american_scientific_journal-4735	106	134	175	175	NUM
american_scientific_journal-4735	106	135	170	170	NUM
american_scientific_journal-4735	106	136	the	the	DET
american_scientific_journal-4735	106	137	software	software	NOUN
american_scientific_journal-4735	106	138	implementation	implementation	NOUN
american_scientific_journal-4735	106	139	flow	flow	NOUN
american_scientific_journal-4735	106	140	of	of	ADP
american_scientific_journal-4735	106	141	fatigue	fatigue	NOUN
american_scientific_journal-4735	106	142	detection	detection	NOUN
american_scientific_journal-4735	106	143	algorithm	algorithm	NOUN
american_scientific_journal-4735	106	144	is	be	AUX
american_scientific_journal-4735	106	145	as	as	SCONJ
american_scientific_journal-4735	106	146	follows	follow	VERB
american_scientific_journal-4735	106	147	:	:	PUNCT
american_scientific_journal-4735	106	148	•	•	NUM
american_scientific_journal-4735	106	149	cross	cross	ADJ
american_scientific_journal-4735	106	150	-	-	ADJ
american_scientific_journal-4735	106	151	compile	compile	ADJ
american_scientific_journal-4735	106	152	opencv	opencv	NOUN
american_scientific_journal-4735	106	153	and	and	CCONJ
american_scientific_journal-4735	106	154	transplant	transplant	NOUN
american_scientific_journal-4735	106	155	it	it	PRON
american_scientific_journal-4735	106	156	to	to	ADP
american_scientific_journal-4735	106	157	the	the	DET
american_scientific_journal-4735	106	158	/	/	SYM
american_scientific_journal-4735	106	159	lib	lib	PROPN
american_scientific_journal-4735	106	160	directory	directory	NOUN
american_scientific_journal-4735	106	161	of	of	ADP
american_scientific_journal-4735	106	162	arm	arm	PROPN
american_scientific_journal-4735	106	163	development	development	PROPN
american_scientific_journal-4735	106	164	board	board	PROPN
american_scientific_journal-4735	106	165	root	root	PROPN
american_scientific_journal-4735	106	166	.	.	PUNCT
american_scientific_journal-4735	107	1	crosscompile	crosscompile	PROPN
american_scientific_journal-4735	107	2	ncnn	ncnn	PROPN
american_scientific_journal-4735	107	3	source	source	NOUN
american_scientific_journal-4735	107	4	code	code	NOUN
american_scientific_journal-4735	107	5	and	and	CCONJ
american_scientific_journal-4735	107	6	generate	generate	VERB
american_scientific_journal-4735	107	7	ncnn	ncnn	PROPN
american_scientific_journal-4735	107	8	library	library	NOUN
american_scientific_journal-4735	107	9	:	:	PUNCT
american_scientific_journal-4735	107	10	libncnn.a	libncnn.a	PROPN
american_scientific_journal-4735	107	11	,	,	PUNCT
american_scientific_journal-4735	107	12	which	which	PRON
american_scientific_journal-4735	107	13	is	be	AUX
american_scientific_journal-4735	107	14	placed	place	VERB
american_scientific_journal-4735	107	15	in	in	ADP
american_scientific_journal-4735	107	16	the	the	DET
american_scientific_journal-4735	107	17	project	project	NOUN
american_scientific_journal-4735	107	18	directory	directory	NOUN
american_scientific_journal-4735	107	19	.	.	PUNCT
american_scientific_journal-4735	108	1	•	•	NUM
american_scientific_journal-4735	108	2	create	create	VERB
american_scientific_journal-4735	108	3	qt	qt	PROPN
american_scientific_journal-4735	108	4	widget	widget	NOUN
american_scientific_journal-4735	108	5	application	application	NOUN
american_scientific_journal-4735	108	6	based	base	VERB
american_scientific_journal-4735	108	7	on	on	ADP
american_scientific_journal-4735	108	8	qwidget	qwidget	NOUN
american_scientific_journal-4735	108	9	class	class	NOUN
american_scientific_journal-4735	108	10	;	;	PUNCT
american_scientific_journal-4735	108	11	video_device	video_device	PROPN
american_scientific_journal-4735	108	12	class	class	NOUN
american_scientific_journal-4735	108	13	manages	manage	VERB
american_scientific_journal-4735	108	14	cameras	camera	NOUN
american_scientific_journal-4735	108	15	;	;	PUNCT
american_scientific_journal-4735	108	16	eye_states	eye_state	VERB
american_scientific_journal-4735	108	17	class	class	NOUN
american_scientific_journal-4735	108	18	realizes	realize	VERB
american_scientific_journal-4735	108	19	eye	eye	NOUN
american_scientific_journal-4735	108	20	state	state	NOUN
american_scientific_journal-4735	108	21	recognition	recognition	NOUN
american_scientific_journal-4735	108	22	;	;	PUNCT
american_scientific_journal-4735	108	23	mouth_states	mouth_state	NOUN
american_scientific_journal-4735	108	24	class	class	NOUN
american_scientific_journal-4735	108	25	realizes	realize	VERB
american_scientific_journal-4735	108	26	mouth	mouth	NOUN
american_scientific_journal-4735	108	27	state	state	NOUN
american_scientific_journal-4735	108	28	recognition	recognition	NOUN
american_scientific_journal-4735	108	29	;	;	PUNCT
american_scientific_journal-4735	108	30	mtcnn	mtcnn	PROPN
american_scientific_journal-4735	108	31	class	class	NOUN
american_scientific_journal-4735	108	32	realizes	realize	VERB
american_scientific_journal-4735	108	33	face	face	NOUN
american_scientific_journal-4735	108	34	and	and	CCONJ
american_scientific_journal-4735	108	35	feature	feature	NOUN
american_scientific_journal-4735	108	36	detection	detection	NOUN
american_scientific_journal-4735	108	37	;	;	PUNCT
american_scientific_journal-4735	108	38	widget	widget	NOUN
american_scientific_journal-4735	108	39	class	class	NOUN
american_scientific_journal-4735	108	40	realizes	realize	VERB
american_scientific_journal-4735	108	41	fatigue	fatigue	NOUN
american_scientific_journal-4735	108	42	detection	detection	NOUN
american_scientific_journal-4735	108	43	and	and	CCONJ
american_scientific_journal-4735	108	44	nodding	nod	VERB
american_scientific_journal-4735	108	45	warning	warn	VERB
american_scientific_journal-4735	108	46	based	base	VERB
american_scientific_journal-4735	108	47	on	on	ADP
american_scientific_journal-4735	108	48	perclos	perclo	NOUN
american_scientific_journal-4735	108	49	standard	standard	NOUN
american_scientific_journal-4735	108	50	.	.	PUNCT
american_scientific_journal-4735	109	1	•	•	NUM
american_scientific_journal-4735	109	2	the	the	DET
american_scientific_journal-4735	109	3	yuv	yuv	PROPN
american_scientific_journal-4735	109	4	-	-	PUNCT
american_scientific_journal-4735	109	5	type	type	NOUN
american_scientific_journal-4735	109	6	video	video	NOUN
american_scientific_journal-4735	109	7	frames	frame	NOUN
american_scientific_journal-4735	109	8	captured	capture	VERB
american_scientific_journal-4735	109	9	by	by	ADP
american_scientific_journal-4735	109	10	usb	usb	NOUN
american_scientific_journal-4735	109	11	cameras	camera	NOUN
american_scientific_journal-4735	109	12	are	be	AUX
american_scientific_journal-4735	109	13	converted	convert	VERB
american_scientific_journal-4735	109	14	to	to	ADP
american_scientific_journal-4735	109	15	uchar	uchar	NOUN
american_scientific_journal-4735	109	16	*	*	PUNCT
american_scientific_journal-4735	109	17	type	type	NOUN
american_scientific_journal-4735	109	18	and	and	CCONJ
american_scientific_journal-4735	109	19	then	then	ADV
american_scientific_journal-4735	109	20	to	to	ADP
american_scientific_journal-4735	109	21	cv::mat	cv::mat	PROPN
american_scientific_journal-4735	109	22	type	type	NOUN
american_scientific_journal-4735	109	23	.	.	PUNCT
american_scientific_journal-4735	110	1	opencv	opencv	PROPN
american_scientific_journal-4735	110	2	is	be	AUX
american_scientific_journal-4735	110	3	used	use	VERB
american_scientific_journal-4735	110	4	for	for	ADP
american_scientific_journal-4735	110	5	image	image	NOUN
american_scientific_journal-4735	110	6	processing	processing	NOUN
american_scientific_journal-4735	110	7	.	.	PUNCT
american_scientific_journal-4735	111	1	after	after	ADP
american_scientific_journal-4735	111	2	processing	processing	NOUN
american_scientific_journal-4735	111	3	,	,	PUNCT
american_scientific_journal-4735	111	4	turn	turn	VERB
american_scientific_journal-4735	111	5	to	to	ADP
american_scientific_journal-4735	111	6	qimage	qimage	NOUN
american_scientific_journal-4735	111	7	type	type	NOUN
american_scientific_journal-4735	111	8	and	and	CCONJ
american_scientific_journal-4735	111	9	display	display	VERB
american_scientific_journal-4735	111	10	it	it	PRON
american_scientific_journal-4735	111	11	on	on	ADP
american_scientific_journal-4735	111	12	the	the	DET
american_scientific_journal-4735	111	13	label	label	NOUN
american_scientific_journal-4735	111	14	control	control	NOUN
american_scientific_journal-4735	111	15	of	of	ADP
american_scientific_journal-4735	111	16	qt	qt	PROPN
american_scientific_journal-4735	111	17	.	.	PROPN
american_scientific_journal-4735	112	1	•	•	NUM
american_scientific_journal-4735	112	2	the	the	DET
american_scientific_journal-4735	112	3	fatigue	fatigue	NOUN
american_scientific_journal-4735	112	4	detection	detection	NOUN
american_scientific_journal-4735	112	5	delay	delay	NOUN
american_scientific_journal-4735	112	6	is	be	AUX
american_scientific_journal-4735	112	7	5	5	NUM
american_scientific_journal-4735	112	8	seconds	second	NOUN
american_scientific_journal-4735	112	9	and	and	CCONJ
american_scientific_journal-4735	112	10	the	the	DET
american_scientific_journal-4735	112	11	fatigue	fatigue	NOUN
american_scientific_journal-4735	112	12	threshold	threshold	NOUN
american_scientific_journal-4735	112	13	is	be	AUX
american_scientific_journal-4735	112	14	set	set	VERB
american_scientific_journal-4735	112	15	.	.	PUNCT
american_scientific_journal-4735	113	1	if	if	SCONJ
american_scientific_journal-4735	113	2	the	the	DET
american_scientific_journal-4735	113	3	number	number	NOUN
american_scientific_journal-4735	113	4	of	of	ADP
american_scientific_journal-4735	113	5	closed	closed	ADJ
american_scientific_journal-4735	113	6	eye	eye	NOUN
american_scientific_journal-4735	113	7	frames	frame	NOUN
american_scientific_journal-4735	113	8	in	in	ADP
american_scientific_journal-4735	113	9	5	5	NUM
american_scientific_journal-4735	113	10	seconds	second	NOUN
american_scientific_journal-4735	113	11	is	be	AUX
american_scientific_journal-4735	113	12	larger	large	ADJ
american_scientific_journal-4735	113	13	than	than	ADP
american_scientific_journal-4735	113	14	the	the	DET
american_scientific_journal-4735	113	15	threshold	threshold	NOUN
american_scientific_journal-4735	113	16	,	,	PUNCT
american_scientific_journal-4735	113	17	the	the	DET
american_scientific_journal-4735	113	18	fatigue	fatigue	NOUN
american_scientific_journal-4735	113	19	will	will	AUX
american_scientific_journal-4735	113	20	be	be	AUX
american_scientific_journal-4735	113	21	judged	judge	VERB
american_scientific_journal-4735	113	22	and	and	CCONJ
american_scientific_journal-4735	113	23	the	the	DET
american_scientific_journal-4735	113	24	warning	warning	NOUN
american_scientific_journal-4735	113	25	will	will	AUX
american_scientific_journal-4735	113	26	be	be	AUX
american_scientific_journal-4735	113	27	given	give	VERB
american_scientific_journal-4735	113	28	in	in	ADP
american_scientific_journal-4735	113	29	time	time	NOUN
american_scientific_journal-4735	113	30	.	.	PUNCT
american_scientific_journal-4735	114	1	in	in	ADP
american_scientific_journal-4735	114	2	addition	addition	NOUN
american_scientific_journal-4735	114	3	,	,	PUNCT
american_scientific_journal-4735	114	4	the	the	DET
american_scientific_journal-4735	114	5	head	head	NOUN
american_scientific_journal-4735	114	6	height	height	NOUN
american_scientific_journal-4735	114	7	average	average	NOUN
american_scientific_journal-4735	114	8	is	be	AUX
american_scientific_journal-4735	114	9	counted	count	VERB
american_scientific_journal-4735	114	10	when	when	SCONJ
american_scientific_journal-4735	114	11	driving	drive	VERB
american_scientific_journal-4735	114	12	normally	normally	ADV
american_scientific_journal-4735	114	13	.	.	PUNCT
american_scientific_journal-4735	115	1	if	if	SCONJ
american_scientific_journal-4735	115	2	the	the	DET
american_scientific_journal-4735	115	3	ratio	ratio	NOUN
american_scientific_journal-4735	115	4	of	of	ADP
american_scientific_journal-4735	115	5	the	the	DET
american_scientific_journal-4735	115	6	current	current	ADJ
american_scientific_journal-4735	115	7	head	head	NOUN
american_scientific_journal-4735	115	8	height	height	NOUN
american_scientific_journal-4735	115	9	to	to	ADP
american_scientific_journal-4735	115	10	the	the	DET
american_scientific_journal-4735	115	11	average	average	ADJ
american_scientific_journal-4735	115	12	value	value	NOUN
american_scientific_journal-4735	115	13	is	be	AUX
american_scientific_journal-4735	115	14	larger	large	ADJ
american_scientific_journal-4735	115	15	than	than	ADP
american_scientific_journal-4735	115	16	the	the	DET
american_scientific_journal-4735	115	17	threshold	threshold	NOUN
american_scientific_journal-4735	115	18	,	,	PUNCT
american_scientific_journal-4735	115	19	the	the	DET
american_scientific_journal-4735	115	20	head	head	NOUN
american_scientific_journal-4735	115	21	is	be	AUX
american_scientific_journal-4735	115	22	regarded	regard	VERB
american_scientific_journal-4735	115	23	as	as	ADP
american_scientific_journal-4735	115	24	nodding	nod	VERB
american_scientific_journal-4735	115	25	and	and	CCONJ
american_scientific_journal-4735	115	26	an	an	DET
american_scientific_journal-4735	115	27	alarm	alarm	NOUN
american_scientific_journal-4735	115	28	is	be	AUX
american_scientific_journal-4735	115	29	issued	issue	VERB
american_scientific_journal-4735	115	30	.	.	PUNCT
american_scientific_journal-4735	116	1	3	3	X
american_scientific_journal-4735	116	2	.	.	X
american_scientific_journal-4735	116	3	experiment	experiment	NOUN
american_scientific_journal-4735	116	4	and	and	CCONJ
american_scientific_journal-4735	116	5	results	result	VERB
american_scientific_journal-4735	116	6	analysis	analysis	NOUN
american_scientific_journal-4735	116	7	in	in	ADP
american_scientific_journal-4735	116	8	this	this	DET
american_scientific_journal-4735	116	9	section	section	NOUN
american_scientific_journal-4735	116	10	,	,	PUNCT
american_scientific_journal-4735	116	11	experiments	experiment	NOUN
american_scientific_journal-4735	116	12	will	will	AUX
american_scientific_journal-4735	116	13	be	be	AUX
american_scientific_journal-4735	116	14	designed	design	VERB
american_scientific_journal-4735	116	15	to	to	PART
american_scientific_journal-4735	116	16	verify	verify	VERB
american_scientific_journal-4735	116	17	and	and	CCONJ
american_scientific_journal-4735	116	18	evaluate	evaluate	VERB
american_scientific_journal-4735	116	19	the	the	DET
american_scientific_journal-4735	116	20	effectiveness	effectiveness	NOUN
american_scientific_journal-4735	116	21	of	of	ADP
american_scientific_journal-4735	116	22	the	the	DET
american_scientific_journal-4735	116	23	fatigue	fatigue	NOUN
american_scientific_journal-4735	116	24	driving	drive	VERB
american_scientific_journal-4735	116	25	recognition	recognition	NOUN
american_scientific_journal-4735	116	26	algorithm	algorithm	NOUN
american_scientific_journal-4735	116	27	.	.	PUNCT
american_scientific_journal-4735	117	1	the	the	DET
american_scientific_journal-4735	117	2	training	training	NOUN
american_scientific_journal-4735	117	3	platform	platform	NOUN
american_scientific_journal-4735	117	4	of	of	ADP
american_scientific_journal-4735	117	5	cnn	cnn	PROPN
american_scientific_journal-4735	117	6	is	be	AUX
american_scientific_journal-4735	117	7	gtx1080ti	gtx1080ti	PROPN
american_scientific_journal-4735	117	8	series	series	PROPN
american_scientific_journal-4735	117	9	gpu	gpu	PROPN
american_scientific_journal-4735	117	10	+	+	PROPN
american_scientific_journal-4735	117	11	ubuntu	ubuntu	ADJ
american_scientific_journal-4735	117	12	16.04	16.04	NUM
american_scientific_journal-4735	117	13	operating	operating	NOUN
american_scientific_journal-4735	117	14	system	system	NOUN
american_scientific_journal-4735	117	15	+	+	CCONJ
american_scientific_journal-4735	117	16	intel	intel	PROPN
american_scientific_journal-4735	117	17	corei7	corei7	PROPN
american_scientific_journal-4735	117	18	processor	processor	NOUN
american_scientific_journal-4735	117	19	+	+	CCONJ
american_scientific_journal-4735	117	20	12	12	NUM
american_scientific_journal-4735	117	21	g	g	NOUN
american_scientific_journal-4735	117	22	memory	memory	NOUN
american_scientific_journal-4735	117	23	.	.	PUNCT
american_scientific_journal-4735	118	1	by	by	ADP
american_scientific_journal-4735	118	2	fine	fine	ADV
american_scientific_journal-4735	118	3	-	-	PUNCT
american_scientific_journal-4735	118	4	tuning	tune	VERB
american_scientific_journal-4735	118	5	the	the	DET
american_scientific_journal-4735	118	6	network	network	NOUN
american_scientific_journal-4735	118	7	super	super	NOUN
american_scientific_journal-4735	118	8	-	-	NOUN
american_scientific_journal-4735	118	9	parameters	parameter	NOUN
american_scientific_journal-4735	118	10	,	,	PUNCT
american_scientific_journal-4735	118	11	the	the	DET
american_scientific_journal-4735	118	12	network	network	NOUN
american_scientific_journal-4735	118	13	model	model	NOUN
american_scientific_journal-4735	118	14	with	with	ADP
american_scientific_journal-4735	118	15	high	high	ADJ
american_scientific_journal-4735	118	16	accuracy	accuracy	NOUN
american_scientific_journal-4735	118	17	can	can	AUX
american_scientific_journal-4735	118	18	be	be	AUX
american_scientific_journal-4735	118	19	obtained	obtain	VERB
american_scientific_journal-4735	118	20	efficiently	efficiently	ADV
american_scientific_journal-4735	118	21	and	and	CCONJ
american_scientific_journal-4735	118	22	quickly	quickly	ADV
american_scientific_journal-4735	118	23	.	.	PUNCT
american_scientific_journal-4735	119	1	3.1	3.1	NUM
american_scientific_journal-4735	119	2	tjpu	tjpu	PROPN
american_scientific_journal-4735	119	3	-	-	PUNCT
american_scientific_journal-4735	119	4	fdd	fdd	PROPN
american_scientific_journal-4735	119	5	dataset	dataset	VERB
american_scientific_journal-4735	119	6	the	the	DET
american_scientific_journal-4735	119	7	success	success	NOUN
american_scientific_journal-4735	119	8	of	of	ADP
american_scientific_journal-4735	119	9	deep	deep	ADJ
american_scientific_journal-4735	119	10	learning	learning	NOUN
american_scientific_journal-4735	119	11	in	in	ADP
american_scientific_journal-4735	119	12	the	the	DET
american_scientific_journal-4735	119	13	field	field	NOUN
american_scientific_journal-4735	119	14	of	of	ADP
american_scientific_journal-4735	119	15	object	object	NOUN
american_scientific_journal-4735	119	16	recognition	recognition	NOUN
american_scientific_journal-4735	119	17	is	be	AUX
american_scientific_journal-4735	119	18	based	base	VERB
american_scientific_journal-4735	119	19	on	on	ADP
american_scientific_journal-4735	119	20	abundant	abundant	ADJ
american_scientific_journal-4735	119	21	experimental	experimental	ADJ
american_scientific_journal-4735	119	22	data	datum	NOUN
american_scientific_journal-4735	119	23	distributed	distribute	VERB
american_scientific_journal-4735	119	24	independently	independently	ADV
american_scientific_journal-4735	119	25	.	.	PUNCT
american_scientific_journal-4735	120	1	due	due	ADP
american_scientific_journal-4735	120	2	to	to	ADP
american_scientific_journal-4735	120	3	the	the	DET
american_scientific_journal-4735	120	4	lack	lack	NOUN
american_scientific_journal-4735	120	5	of	of	ADP
american_scientific_journal-4735	120	6	public	public	ADJ
american_scientific_journal-4735	120	7	datasets	dataset	NOUN
american_scientific_journal-4735	120	8	,	,	PUNCT
american_scientific_journal-4735	120	9	twenty	twenty	NUM
american_scientific_journal-4735	120	10	-	-	PUNCT
american_scientific_journal-4735	120	11	six	six	NUM
american_scientific_journal-4735	120	12	subjects	subject	NOUN
american_scientific_journal-4735	120	13	,	,	PUNCT
american_scientific_journal-4735	120	14	which	which	PRON
american_scientific_journal-4735	120	15	all	all	PRON
american_scientific_journal-4735	120	16	had	have	VERB
american_scientific_journal-4735	120	17	a	a	DET
american_scientific_journal-4735	120	18	current	current	ADJ
american_scientific_journal-4735	120	19	driver	driver	NOUN
american_scientific_journal-4735	120	20	’s	’s	PART
american_scientific_journal-4735	120	21	license	license	NOUN
american_scientific_journal-4735	120	22	,	,	PUNCT
american_scientific_journal-4735	120	23	participated	participate	VERB
american_scientific_journal-4735	120	24	in	in	ADP
american_scientific_journal-4735	120	25	the	the	DET
american_scientific_journal-4735	120	26	driving	drive	VERB
american_scientific_journal-4735	120	27	simulations	simulation	NOUN
american_scientific_journal-4735	120	28	experiment	experiment	NOUN
american_scientific_journal-4735	120	29	.	.	PUNCT
american_scientific_journal-4735	121	1	under	under	ADP
american_scientific_journal-4735	121	2	the	the	DET
american_scientific_journal-4735	121	3	condition	condition	NOUN
american_scientific_journal-4735	121	4	of	of	ADP
american_scientific_journal-4735	121	5	wearing	wear	VERB
american_scientific_journal-4735	121	6	myopia	myopia	ADJ
american_scientific_journal-4735	121	7	glasses	glass	NOUN
american_scientific_journal-4735	121	8	,	,	PUNCT
american_scientific_journal-4735	121	9	wearing	wear	VERB
american_scientific_journal-4735	121	10	sunglasses	sunglass	NOUN
american_scientific_journal-4735	121	11	,	,	PUNCT
american_scientific_journal-4735	121	12	and	and	CCONJ
american_scientific_journal-4735	121	13	not	not	PART
american_scientific_journal-4735	121	14	wearing	wear	VERB
american_scientific_journal-4735	121	15	glasses	glass	NOUN
american_scientific_journal-4735	121	16	,	,	PUNCT
american_scientific_journal-4735	121	17	respectively	respectively	ADV
american_scientific_journal-4735	121	18	,	,	PUNCT
american_scientific_journal-4735	121	19	the	the	DET
american_scientific_journal-4735	121	20	subjects	subject	NOUN
american_scientific_journal-4735	121	21	simulate	simulate	VERB
american_scientific_journal-4735	121	22	two	two	NUM
american_scientific_journal-4735	121	23	kinds	kind	NOUN
american_scientific_journal-4735	121	24	of	of	ADP
american_scientific_journal-4735	121	25	driving	drive	VERB
american_scientific_journal-4735	121	26	states	state	NOUN
american_scientific_journal-4735	121	27	(	(	PUNCT
american_scientific_journal-4735	121	28	fatigue	fatigue	NOUN
american_scientific_journal-4735	121	29	and	and	CCONJ
american_scientific_journal-4735	121	30	normal	normal	ADJ
american_scientific_journal-4735	121	31	)	)	PUNCT
american_scientific_journal-4735	121	32	on	on	ADP
american_scientific_journal-4735	121	33	the	the	DET
american_scientific_journal-4735	121	34	passenger	passenger	NOUN
american_scientific_journal-4735	121	35	seat	seat	NOUN
american_scientific_journal-4735	121	36	because	because	SCONJ
american_scientific_journal-4735	121	37	fatigue	fatigue	NOUN
american_scientific_journal-4735	121	38	driving	drive	VERB
american_scientific_journal-4735	121	39	behaviour	behaviour	NOUN
american_scientific_journal-4735	121	40	is	be	AUX
american_scientific_journal-4735	121	41	dangerous	dangerous	ADJ
american_scientific_journal-4735	121	42	and	and	CCONJ
american_scientific_journal-4735	121	43	illegal	illegal	ADJ
american_scientific_journal-4735	121	44	.	.	PUNCT
american_scientific_journal-4735	122	1	in	in	ADP
american_scientific_journal-4735	122	2	order	order	NOUN
american_scientific_journal-4735	122	3	to	to	PART
american_scientific_journal-4735	122	4	reduce	reduce	VERB
american_scientific_journal-4735	122	5	the	the	DET
american_scientific_journal-4735	122	6	impact	impact	NOUN
american_scientific_journal-4735	122	7	of	of	ADP
american_scientific_journal-4735	122	8	illumination	illumination	NOUN
american_scientific_journal-4735	122	9	changes	change	NOUN
american_scientific_journal-4735	122	10	and	and	CCONJ
american_scientific_journal-4735	122	11	get	get	VERB
american_scientific_journal-4735	122	12	clear	clear	ADJ
american_scientific_journal-4735	122	13	eye	eye	NOUN
american_scientific_journal-4735	122	14	images	image	NOUN
american_scientific_journal-4735	122	15	when	when	SCONJ
american_scientific_journal-4735	122	16	drivers	driver	NOUN
american_scientific_journal-4735	122	17	wear	wear	VERB
american_scientific_journal-4735	122	18	sunglasses	sunglass	NOUN
american_scientific_journal-4735	122	19	,	,	PUNCT
american_scientific_journal-4735	122	20	we	we	PRON
american_scientific_journal-4735	122	21	use	use	VERB
american_scientific_journal-4735	122	22	infrared	infrared	ADJ
american_scientific_journal-4735	122	23	camera	camera	NOUN
american_scientific_journal-4735	122	24	with	with	ADP
american_scientific_journal-4735	122	25	filters	filter	NOUN
american_scientific_journal-4735	122	26	to	to	PART
american_scientific_journal-4735	122	27	capture	capture	VERB
american_scientific_journal-4735	122	28	face	face	NOUN
american_scientific_journal-4735	122	29	videos	video	NOUN
american_scientific_journal-4735	122	30	at	at	ADP
american_scientific_journal-4735	122	31	30	30	NUM
american_scientific_journal-4735	122	32	fps	fps	NOUN
american_scientific_journal-4735	122	33	with	with	ADP
american_scientific_journal-4735	122	34	a	a	DET
american_scientific_journal-4735	122	35	resolution	resolution	NOUN
american_scientific_journal-4735	122	36	of	of	ADP
american_scientific_journal-4735	122	37	1920×1080	1920×1080	NUM
american_scientific_journal-4735	122	38	as	as	ADP
american_scientific_journal-4735	122	39	experimental	experimental	ADJ
american_scientific_journal-4735	122	40	dataset	dataset	NOUN
american_scientific_journal-4735	122	41	named	name	VERB
american_scientific_journal-4735	122	42	“	"	PUNCT
american_scientific_journal-4735	122	43	tjpu	tjpu	PROPN
american_scientific_journal-4735	122	44	-	-	PUNCT
american_scientific_journal-4735	122	45	fdd	fdd	PROPN
american_scientific_journal-4735	122	46	”	"	PUNCT
american_scientific_journal-4735	122	47	,	,	PUNCT
american_scientific_journal-4735	122	48	which	which	PRON
american_scientific_journal-4735	122	49	is	be	AUX
american_scientific_journal-4735	122	50	divided	divide	VERB
american_scientific_journal-4735	122	51	into	into	ADP
american_scientific_journal-4735	122	52	two	two	NUM
american_scientific_journal-4735	122	53	classes	class	NOUN
american_scientific_journal-4735	122	54	:	:	PUNCT
american_scientific_journal-4735	122	55	fatigue	fatigue	NOUN
american_scientific_journal-4735	122	56	driving	driving	NOUN
american_scientific_journal-4735	122	57	and	and	CCONJ
american_scientific_journal-4735	122	58	normal	normal	ADJ
american_scientific_journal-4735	122	59	driving	driving	NOUN
american_scientific_journal-4735	122	60	.	.	PUNCT
american_scientific_journal-4735	123	1	all	all	DET
american_scientific_journal-4735	123	2	samples	sample	NOUN
american_scientific_journal-4735	123	3	from	from	ADP
american_scientific_journal-4735	123	4	tjpu	tjpu	NOUN
american_scientific_journal-4735	123	5	-	-	PUNCT
american_scientific_journal-4735	123	6	fdd	fdd	PROPN
american_scientific_journal-4735	123	7	consist	consist	NOUN
american_scientific_journal-4735	123	8	of	of	ADP
american_scientific_journal-4735	123	9	500	500	NUM
american_scientific_journal-4735	123	10	video	video	NOUN
american_scientific_journal-4735	123	11	clips	clip	NOUN
american_scientific_journal-4735	123	12	,	,	PUNCT
american_scientific_journal-4735	123	13	each	each	PRON
american_scientific_journal-4735	123	14	lasting	last	VERB
american_scientific_journal-4735	123	15	about	about	ADP
american_scientific_journal-4735	123	16	6	6	NUM
american_scientific_journal-4735	123	17	seconds	second	NOUN
american_scientific_journal-4735	123	18	.	.	PUNCT
american_scientific_journal-4735	124	1	in	in	ADP
american_scientific_journal-4735	124	2	our	our	PRON
american_scientific_journal-4735	124	3	samples	sample	NOUN
american_scientific_journal-4735	124	4	labeled	label	VERB
american_scientific_journal-4735	124	5	fatigue	fatigue	NOUN
american_scientific_journal-4735	124	6	,	,	PUNCT
american_scientific_journal-4735	124	7	the	the	DET
american_scientific_journal-4735	124	8	driver	driver	NOUN
american_scientific_journal-4735	124	9	blinks	blink	VERB
american_scientific_journal-4735	124	10	more	more	ADV
american_scientific_journal-4735	124	11	slowly	slowly	ADV
american_scientific_journal-4735	124	12	and	and	CCONJ
american_scientific_journal-4735	124	13	eyes	eye	NOUN
american_scientific_journal-4735	124	14	close	close	ADJ
american_scientific_journal-4735	124	15	for	for	ADP
american_scientific_journal-4735	124	16	a	a	DET
american_scientific_journal-4735	124	17	long	long	ADJ
american_scientific_journal-4735	124	18	time	time	NOUN
american_scientific_journal-4735	124	19	.	.	PUNCT
american_scientific_journal-4735	125	1	in	in	ADP
american_scientific_journal-4735	125	2	addition	addition	NOUN
american_scientific_journal-4735	125	3	,	,	PUNCT
american_scientific_journal-4735	125	4	the	the	DET
american_scientific_journal-4735	125	5	driver	driver	NOUN
american_scientific_journal-4735	125	6	can	can	AUX
american_scientific_journal-4735	125	7	not	not	PART
american_scientific_journal-4735	125	8	keep	keep	VERB
american_scientific_journal-4735	125	9	eye	eye	NOUN
american_scientific_journal-4735	125	10	open	open	ADJ
american_scientific_journal-4735	125	11	like	like	ADP
american_scientific_journal-4735	125	12	normal	normal	ADJ
american_scientific_journal-4735	125	13	.	.	PUNCT
american_scientific_journal-4735	126	1	and	and	CCONJ
american_scientific_journal-4735	126	2	the	the	DET
american_scientific_journal-4735	126	3	phenomena	phenomenon	NOUN
american_scientific_journal-4735	126	4	such	such	ADJ
american_scientific_journal-4735	126	5	as	as	ADP
american_scientific_journal-4735	126	6	slow	slow	ADJ
american_scientific_journal-4735	126	7	eyeball	eyeball	NOUN
american_scientific_journal-4735	126	8	movement	movement	NOUN
american_scientific_journal-4735	126	9	,	,	PUNCT
american_scientific_journal-4735	126	10	yawning	yawning	NOUN
american_scientific_journal-4735	126	11	,	,	PUNCT
american_scientific_journal-4735	126	12	eyelid	eyelid	NOUN
american_scientific_journal-4735	126	13	closure	closure	NOUN
american_scientific_journal-4735	126	14	occur	occur	VERB
american_scientific_journal-4735	126	15	.	.	PUNCT
american_scientific_journal-4735	127	1	3.2	3.2	NUM
american_scientific_journal-4735	127	2	face	face	NOUN
american_scientific_journal-4735	127	3	detection	detection	NOUN
american_scientific_journal-4735	127	4	and	and	CCONJ
american_scientific_journal-4735	127	5	alignment	alignment	ADJ
american_scientific_journal-4735	127	6	experiment	experiment	NOUN
american_scientific_journal-4735	127	7	american	american	PROPN
american_scientific_journal-4735	127	8	scientific	scientific	ADJ
american_scientific_journal-4735	127	9	research	research	NOUN
american_scientific_journal-4735	127	10	journal	journal	NOUN
american_scientific_journal-4735	127	11	for	for	ADP
american_scientific_journal-4735	127	12	engineering	engineering	NOUN
american_scientific_journal-4735	127	13	,	,	PUNCT
american_scientific_journal-4735	127	14	technology	technology	NOUN
american_scientific_journal-4735	127	15	,	,	PUNCT
american_scientific_journal-4735	127	16	and	and	CCONJ
american_scientific_journal-4735	127	17	sciences	science	NOUN
american_scientific_journal-4735	127	18	(	(	PUNCT
american_scientific_journal-4735	127	19	asrjets	asrjet	NOUN
american_scientific_journal-4735	127	20	)	)	PUNCT
american_scientific_journal-4735	127	21	(	(	PUNCT
american_scientific_journal-4735	127	22	2019	2019	NUM
american_scientific_journal-4735	127	23	)	)	PUNCT
american_scientific_journal-4735	127	24	volume	volume	NOUN
american_scientific_journal-4735	127	25	53	53	NUM
american_scientific_journal-4735	127	26	,	,	PUNCT
american_scientific_journal-4735	127	27	no	no	DET
american_scientific_journal-4735	127	28	1	1	NUM
american_scientific_journal-4735	127	29	,	,	PUNCT
american_scientific_journal-4735	127	30	pp	pp	ADV
american_scientific_journal-4735	127	31	164	164	NUM
american_scientific_journal-4735	127	32	-	-	SYM
american_scientific_journal-4735	127	33	175	175	NUM
american_scientific_journal-4735	127	34	171	171	NUM
american_scientific_journal-4735	127	35	a	a	DET
american_scientific_journal-4735	127	36	total	total	NOUN
american_scientific_journal-4735	127	37	of	of	ADP
american_scientific_journal-4735	127	38	31501	31501	NUM
american_scientific_journal-4735	127	39	frames	frame	NOUN
american_scientific_journal-4735	127	40	were	be	AUX
american_scientific_journal-4735	127	41	randomly	randomly	ADV
american_scientific_journal-4735	127	42	selected	select	VERB
american_scientific_journal-4735	127	43	from	from	ADP
american_scientific_journal-4735	127	44	170	170	NUM
american_scientific_journal-4735	127	45	videos	video	NOUN
american_scientific_journal-4735	127	46	(	(	PUNCT
american_scientific_journal-4735	127	47	30	30	NUM
american_scientific_journal-4735	127	48	wearing	wear	VERB
american_scientific_journal-4735	127	49	sunglasses	sunglass	NOUN
american_scientific_journal-4735	127	50	,	,	PUNCT
american_scientific_journal-4735	127	51	68	68	NUM
american_scientific_journal-4735	127	52	wearing	wear	VERB
american_scientific_journal-4735	127	53	myopic	myopic	ADJ
american_scientific_journal-4735	127	54	glasses	glass	NOUN
american_scientific_journal-4735	127	55	and	and	CCONJ
american_scientific_journal-4735	127	56	72	72	NUM
american_scientific_journal-4735	127	57	wearing	wear	VERB
american_scientific_journal-4735	127	58	no	no	DET
american_scientific_journal-4735	127	59	glasses	glass	NOUN
american_scientific_journal-4735	127	60	)	)	PUNCT
american_scientific_journal-4735	127	61	in	in	ADP
american_scientific_journal-4735	127	62	tjpu	tjpu	PROPN
american_scientific_journal-4735	127	63	-	-	PUNCT
american_scientific_journal-4735	127	64	fdd	fdd	PROPN
american_scientific_journal-4735	127	65	,	,	PUNCT
american_scientific_journal-4735	127	66	20	20	NUM
american_scientific_journal-4735	127	67	videos	video	NOUN
american_scientific_journal-4735	127	68	(	(	PUNCT
american_scientific_journal-4735	127	69	10	10	NUM
american_scientific_journal-4735	127	70	wearing	wear	VERB
american_scientific_journal-4735	127	71	myopic	myopic	ADJ
american_scientific_journal-4735	127	72	glasses	glass	NOUN
american_scientific_journal-4735	127	73	and	and	CCONJ
american_scientific_journal-4735	127	74	10	10	NUM
american_scientific_journal-4735	127	75	wearing	wear	VERB
american_scientific_journal-4735	127	76	no	no	DET
american_scientific_journal-4735	127	77	glasses	glass	NOUN
american_scientific_journal-4735	127	78	)	)	PUNCT
american_scientific_journal-4735	127	79	in	in	ADP
american_scientific_journal-4735	127	80	zju	zju	ADJ
american_scientific_journal-4735	127	81	data	datum	NOUN
american_scientific_journal-4735	127	82	set	set	VERB
american_scientific_journal-4735	127	83	,	,	PUNCT
american_scientific_journal-4735	127	84	100	100	NUM
american_scientific_journal-4735	127	85	videos	video	NOUN
american_scientific_journal-4735	127	86	(	(	PUNCT
american_scientific_journal-4735	127	87	47	47	NUM
american_scientific_journal-4735	127	88	wearing	wear	VERB
american_scientific_journal-4735	127	89	myopic	myopic	ADJ
american_scientific_journal-4735	127	90	glasses	glass	NOUN
american_scientific_journal-4735	127	91	and	and	CCONJ
american_scientific_journal-4735	127	92	53	53	NUM
american_scientific_journal-4735	127	93	wearing	wear	VERB
american_scientific_journal-4735	127	94	no	no	DET
american_scientific_journal-4735	127	95	glasses	glass	NOUN
american_scientific_journal-4735	127	96	)	)	PUNCT
american_scientific_journal-4735	127	97	in	in	ADP
american_scientific_journal-4735	127	98	brain4cars	brain4car	NOUN
american_scientific_journal-4735	127	99	data	datum	NOUN
american_scientific_journal-4735	127	100	set	set	VERB
american_scientific_journal-4735	127	101	for	for	ADP
american_scientific_journal-4735	127	102	face	face	NOUN
american_scientific_journal-4735	127	103	detection	detection	NOUN
american_scientific_journal-4735	127	104	and	and	CCONJ
american_scientific_journal-4735	127	105	alignment	alignment	NOUN
american_scientific_journal-4735	127	106	.	.	PUNCT
american_scientific_journal-4735	128	1	in	in	ADP
american_scientific_journal-4735	128	2	the	the	DET
american_scientific_journal-4735	128	3	experiment	experiment	NOUN
american_scientific_journal-4735	128	4	,	,	PUNCT
american_scientific_journal-4735	128	5	the	the	DET
american_scientific_journal-4735	128	6	size	size	NOUN
american_scientific_journal-4735	128	7	of	of	ADP
american_scientific_journal-4735	128	8	all	all	DET
american_scientific_journal-4735	128	9	frames	frame	NOUN
american_scientific_journal-4735	128	10	is	be	AUX
american_scientific_journal-4735	128	11	adjusted	adjust	VERB
american_scientific_journal-4735	128	12	to	to	ADP
american_scientific_journal-4735	128	13	640×480	640×480	NUM
american_scientific_journal-4735	128	14	.	.	PUNCT
american_scientific_journal-4735	129	1	table	table	NOUN
american_scientific_journal-4735	129	2	2	2	NUM
american_scientific_journal-4735	129	3	shows	show	VERB
american_scientific_journal-4735	129	4	the	the	DET
american_scientific_journal-4735	129	5	results	result	NOUN
american_scientific_journal-4735	129	6	of	of	ADP
american_scientific_journal-4735	129	7	locating	locate	VERB
american_scientific_journal-4735	129	8	eye	eye	NOUN
american_scientific_journal-4735	129	9	region	region	NOUN
american_scientific_journal-4735	129	10	by	by	ADP
american_scientific_journal-4735	129	11	mtcnn	mtcnn	PROPN
american_scientific_journal-4735	129	12	on	on	ADP
american_scientific_journal-4735	129	13	the	the	DET
american_scientific_journal-4735	129	14	test	test	NOUN
american_scientific_journal-4735	129	15	set	set	NOUN
american_scientific_journal-4735	129	16	.	.	PUNCT
american_scientific_journal-4735	130	1	the	the	DET
american_scientific_journal-4735	130	2	average	average	ADJ
american_scientific_journal-4735	130	3	accuracy	accuracy	NOUN
american_scientific_journal-4735	130	4	of	of	ADP
american_scientific_journal-4735	130	5	extracting	extract	VERB
american_scientific_journal-4735	130	6	eye	eye	NOUN
american_scientific_journal-4735	130	7	region	region	NOUN
american_scientific_journal-4735	130	8	can	can	AUX
american_scientific_journal-4735	130	9	reach	reach	VERB
american_scientific_journal-4735	130	10	98.36	98.36	NUM
american_scientific_journal-4735	130	11	%	%	NOUN
american_scientific_journal-4735	130	12	.	.	PUNCT
american_scientific_journal-4735	131	1	the	the	DET
american_scientific_journal-4735	131	2	experimental	experimental	ADJ
american_scientific_journal-4735	131	3	results	result	NOUN
american_scientific_journal-4735	131	4	show	show	VERB
american_scientific_journal-4735	131	5	that	that	SCONJ
american_scientific_journal-4735	131	6	when	when	SCONJ
american_scientific_journal-4735	131	7	the	the	DET
american_scientific_journal-4735	131	8	driver	driver	NOUN
american_scientific_journal-4735	131	9	wears	wear	VERB
american_scientific_journal-4735	131	10	sunglasses	sunglass	NOUN
american_scientific_journal-4735	131	11	and	and	CCONJ
american_scientific_journal-4735	131	12	the	the	DET
american_scientific_journal-4735	131	13	side	side	NOUN
american_scientific_journal-4735	131	14	face	face	NOUN
american_scientific_journal-4735	131	15	angle	angle	NOUN
american_scientific_journal-4735	131	16	is	be	AUX
american_scientific_journal-4735	131	17	not	not	PART
american_scientific_journal-4735	131	18	too	too	ADV
american_scientific_journal-4735	131	19	big	big	ADJ
american_scientific_journal-4735	131	20	,	,	PUNCT
american_scientific_journal-4735	131	21	it	it	PRON
american_scientific_journal-4735	131	22	can	can	AUX
american_scientific_journal-4735	131	23	also	also	ADV
american_scientific_journal-4735	131	24	achieve	achieve	VERB
american_scientific_journal-4735	131	25	good	good	ADJ
american_scientific_journal-4735	131	26	detection	detection	NOUN
american_scientific_journal-4735	131	27	results	result	NOUN
american_scientific_journal-4735	131	28	.	.	PUNCT
american_scientific_journal-4735	132	1	moreover	moreover	ADV
american_scientific_journal-4735	132	2	,	,	PUNCT
american_scientific_journal-4735	132	3	in	in	ADP
american_scientific_journal-4735	132	4	a	a	DET
american_scientific_journal-4735	132	5	more	more	ADV
american_scientific_journal-4735	132	6	stable	stable	ADJ
american_scientific_journal-4735	132	7	light	light	ADJ
american_scientific_journal-4735	132	8	environment	environment	NOUN
american_scientific_journal-4735	132	9	,	,	PUNCT
american_scientific_journal-4735	132	10	face	face	VERB
american_scientific_journal-4735	132	11	detection	detection	NOUN
american_scientific_journal-4735	132	12	and	and	CCONJ
american_scientific_journal-4735	132	13	alignment	alignment	NOUN
american_scientific_journal-4735	132	14	based	base	VERB
american_scientific_journal-4735	132	15	on	on	ADP
american_scientific_journal-4735	132	16	mtcnn	mtcnn	PROPN
american_scientific_journal-4735	132	17	for	for	ADP
american_scientific_journal-4735	132	18	color	color	NOUN
american_scientific_journal-4735	132	19	images	image	NOUN
american_scientific_journal-4735	132	20	can	can	AUX
american_scientific_journal-4735	132	21	achieve	achieve	VERB
american_scientific_journal-4735	132	22	higher	high	ADJ
american_scientific_journal-4735	132	23	detection	detection	NOUN
american_scientific_journal-4735	132	24	accuracy	accuracy	NOUN
american_scientific_journal-4735	132	25	,	,	PUNCT
american_scientific_journal-4735	132	26	but	but	CCONJ
american_scientific_journal-4735	132	27	it	it	PRON
american_scientific_journal-4735	132	28	is	be	AUX
american_scientific_journal-4735	132	29	difficult	difficult	ADJ
american_scientific_journal-4735	132	30	to	to	PART
american_scientific_journal-4735	132	31	obtain	obtain	VERB
american_scientific_journal-4735	132	32	clear	clear	ADJ
american_scientific_journal-4735	132	33	eye	eye	NOUN
american_scientific_journal-4735	132	34	regions	region	NOUN
american_scientific_journal-4735	132	35	.	.	PUNCT
american_scientific_journal-4735	133	1	light	light	ADJ
american_scientific_journal-4735	133	2	changes	change	NOUN
american_scientific_journal-4735	133	3	will	will	AUX
american_scientific_journal-4735	133	4	increase	increase	VERB
american_scientific_journal-4735	133	5	the	the	DET
american_scientific_journal-4735	133	6	difficulty	difficulty	NOUN
american_scientific_journal-4735	133	7	of	of	ADP
american_scientific_journal-4735	133	8	face	face	NOUN
american_scientific_journal-4735	133	9	detection	detection	NOUN
american_scientific_journal-4735	133	10	and	and	CCONJ
american_scientific_journal-4735	133	11	alignment	alignment	NOUN
american_scientific_journal-4735	133	12	;	;	PUNCT
american_scientific_journal-4735	133	13	capturing	capture	VERB
american_scientific_journal-4735	133	14	face	face	NOUN
american_scientific_journal-4735	133	15	images	image	NOUN
american_scientific_journal-4735	133	16	by	by	ADP
american_scientific_journal-4735	133	17	infrared	infrared	ADJ
american_scientific_journal-4735	133	18	camera	camera	NOUN
american_scientific_journal-4735	133	19	can	can	AUX
american_scientific_journal-4735	133	20	improve	improve	VERB
american_scientific_journal-4735	133	21	the	the	DET
american_scientific_journal-4735	133	22	robustness	robustness	NOUN
american_scientific_journal-4735	133	23	of	of	ADP
american_scientific_journal-4735	133	24	face	face	NOUN
american_scientific_journal-4735	133	25	detection	detection	NOUN
american_scientific_journal-4735	133	26	and	and	CCONJ
american_scientific_journal-4735	133	27	alignment	alignment	ADJ
american_scientific_journal-4735	133	28	algorithm	algorithm	NOUN
american_scientific_journal-4735	133	29	and	and	CCONJ
american_scientific_journal-4735	133	30	solve	solve	VERB
american_scientific_journal-4735	133	31	the	the	DET
american_scientific_journal-4735	133	32	problems	problem	NOUN
american_scientific_journal-4735	133	33	caused	cause	VERB
american_scientific_journal-4735	133	34	by	by	ADP
american_scientific_journal-4735	133	35	light	light	ADJ
american_scientific_journal-4735	133	36	changes	change	NOUN
american_scientific_journal-4735	133	37	and	and	CCONJ
american_scientific_journal-4735	133	38	sunglasses	sunglass	NOUN
american_scientific_journal-4735	133	39	occlusion	occlusion	NOUN
american_scientific_journal-4735	133	40	.	.	PUNCT
american_scientific_journal-4735	134	1	fig	fig	NOUN
american_scientific_journal-4735	134	2	.	.	PUNCT
american_scientific_journal-4735	135	1	5	5	NUM
american_scientific_journal-4735	135	2	shows	show	VERB
american_scientific_journal-4735	135	3	the	the	DET
american_scientific_journal-4735	135	4	detection	detection	NOUN
american_scientific_journal-4735	135	5	results	result	NOUN
american_scientific_journal-4735	135	6	of	of	ADP
american_scientific_journal-4735	135	7	some	some	DET
american_scientific_journal-4735	135	8	samples	sample	NOUN
american_scientific_journal-4735	135	9	.	.	PUNCT
american_scientific_journal-4735	136	1	table	table	NOUN
american_scientific_journal-4735	136	2	2	2	NUM
american_scientific_journal-4735	136	3	:	:	PUNCT
american_scientific_journal-4735	136	4	the	the	DET
american_scientific_journal-4735	136	5	results	result	NOUN
american_scientific_journal-4735	136	6	of	of	ADP
american_scientific_journal-4735	136	7	locating	locate	VERB
american_scientific_journal-4735	136	8	the	the	DET
american_scientific_journal-4735	136	9	eye	eye	NOUN
american_scientific_journal-4735	136	10	region	region	NOUN
american_scientific_journal-4735	136	11	by	by	ADP
american_scientific_journal-4735	136	12	mtcnn	mtcnn	PROPN
american_scientific_journal-4735	136	13	on	on	ADP
american_scientific_journal-4735	136	14	the	the	DET
american_scientific_journal-4735	136	15	test	test	NOUN
american_scientific_journal-4735	136	16	set	set	VERB
american_scientific_journal-4735	136	17	.	.	PUNCT
american_scientific_journal-4735	137	1	dataset	dataset	PROPN
american_scientific_journal-4735	137	2	eye	eye	NOUN
american_scientific_journal-4735	137	3	shelter	shelter	NOUN
american_scientific_journal-4735	137	4	type	type	NOUN
american_scientific_journal-4735	137	5	area	area	NOUN
american_scientific_journal-4735	137	6	number	number	NOUN
american_scientific_journal-4735	137	7	of	of	ADP
american_scientific_journal-4735	137	8	video	video	NOUN
american_scientific_journal-4735	137	9	frames	frame	NOUN
american_scientific_journal-4735	137	10	number	number	NOUN
american_scientific_journal-4735	137	11	of	of	ADP
american_scientific_journal-4735	137	12	video	video	NOUN
american_scientific_journal-4735	137	13	frames	frame	NOUN
american_scientific_journal-4735	137	14	located	locate	VERB
american_scientific_journal-4735	137	15	accurately	accurately	ADV
american_scientific_journal-4735	137	16	accuracy/%	accuracy/%	ADP
american_scientific_journal-4735	137	17	tjpu	tjpu	PROPN
american_scientific_journal-4735	137	18	-	-	PUNCT
american_scientific_journal-4735	137	19	fdd	fdd	PROPN
american_scientific_journal-4735	137	20	no	no	DET
american_scientific_journal-4735	137	21	glasses	glass	NOUN
american_scientific_journal-4735	137	22	left	leave	VERB
american_scientific_journal-4735	137	23	eye	eye	NOUN
american_scientific_journal-4735	137	24	13858	13858	NUM
american_scientific_journal-4735	137	25	13654	13654	NUM
american_scientific_journal-4735	137	26	98.53	98.53	NUM
american_scientific_journal-4735	137	27	right	right	ADJ
american_scientific_journal-4735	137	28	eye	eye	NOUN
american_scientific_journal-4735	137	29	13858	13858	NUM
american_scientific_journal-4735	137	30	13653	13653	NUM
american_scientific_journal-4735	137	31	98.52	98.52	NUM
american_scientific_journal-4735	137	32	myopia	myopia	NOUN
american_scientific_journal-4735	137	33	glasses	glass	NOUN
american_scientific_journal-4735	137	34	left	leave	VERB
american_scientific_journal-4735	137	35	eye	eye	NOUN
american_scientific_journal-4735	137	36	12240	12240	NUM
american_scientific_journal-4735	137	37	11889	11889	NUM
american_scientific_journal-4735	137	38	97.13	97.13	NUM
american_scientific_journal-4735	137	39	right	right	ADJ
american_scientific_journal-4735	137	40	eye	eye	NOUN
american_scientific_journal-4735	137	41	12240	12240	NUM
american_scientific_journal-4735	137	42	11900	11900	NUM
american_scientific_journal-4735	137	43	97.22	97.22	NUM
american_scientific_journal-4735	137	44	sunglasses	sunglass	NOUN
american_scientific_journal-4735	137	45	left	leave	VERB
american_scientific_journal-4735	137	46	eye	eye	NOUN
american_scientific_journal-4735	137	47	5403	5403	NUM
american_scientific_journal-4735	137	48	5064	5064	NUM
american_scientific_journal-4735	137	49	96.73	96.73	NUM
american_scientific_journal-4735	137	50	right	right	ADJ
american_scientific_journal-4735	137	51	eye	eye	NOUN
american_scientific_journal-4735	137	52	5403	5403	NUM
american_scientific_journal-4735	137	53	5224	5224	NUM
american_scientific_journal-4735	137	54	96.69	96.69	NUM
american_scientific_journal-4735	137	55	zju	zju	NOUN
american_scientific_journal-4735	137	56	no	no	DET
american_scientific_journal-4735	137	57	glasses	glass	NOUN
american_scientific_journal-4735	137	58	left	leave	VERB
american_scientific_journal-4735	137	59	eye	eye	NOUN
american_scientific_journal-4735	137	60	2064	2064	NUM
american_scientific_journal-4735	137	61	2051	2051	NUM
american_scientific_journal-4735	137	62	99.35	99.35	NUM
american_scientific_journal-4735	137	63	right	right	ADJ
american_scientific_journal-4735	137	64	eye	eye	NOUN
american_scientific_journal-4735	137	65	2064	2064	NUM
american_scientific_journal-4735	137	66	2052	2052	NUM
american_scientific_journal-4735	137	67	99.41	99.41	NUM
american_scientific_journal-4735	137	68	myopia	myopia	NOUN
american_scientific_journal-4735	137	69	glasses	glass	NOUN
american_scientific_journal-4735	137	70	left	leave	VERB
american_scientific_journal-4735	137	71	eye	eye	NOUN
american_scientific_journal-4735	137	72	2037	2037	NUM
american_scientific_journal-4735	137	73	2011	2011	NUM
american_scientific_journal-4735	137	74	98.74	98.74	NUM
american_scientific_journal-4735	137	75	right	right	ADJ
american_scientific_journal-4735	137	76	eye	eye	NOUN
american_scientific_journal-4735	137	77	2037	2037	NUM
american_scientific_journal-4735	137	78	2013	2013	NUM
american_scientific_journal-4735	137	79	98.82	98.82	NUM
american_scientific_journal-4735	137	80	brain4cars	brain4car	NOUN
american_scientific_journal-4735	137	81	no	no	DET
american_scientific_journal-4735	137	82	glasses	glass	NOUN
american_scientific_journal-4735	137	83	left	leave	VERB
american_scientific_journal-4735	137	84	eye	eye	NOUN
american_scientific_journal-4735	137	85	7506	7506	NUM
american_scientific_journal-4735	137	86	7441	7441	NUM
american_scientific_journal-4735	137	87	99.13	99.13	NUM
american_scientific_journal-4735	137	88	right	right	ADJ
american_scientific_journal-4735	137	89	eye	eye	NOUN
american_scientific_journal-4735	137	90	7506	7506	NUM
american_scientific_journal-4735	137	91	7444	7444	NUM
american_scientific_journal-4735	137	92	99.18	99.18	NUM
american_scientific_journal-4735	137	93	myopia	myopia	NOUN
american_scientific_journal-4735	137	94	glasses	glass	NOUN
american_scientific_journal-4735	137	95	left	leave	VERB
american_scientific_journal-4735	137	96	eye	eye	NOUN
american_scientific_journal-4735	137	97	7524	7524	NUM
american_scientific_journal-4735	137	98	7437	7437	NUM
american_scientific_journal-4735	137	99	98.85	98.85	NUM
american_scientific_journal-4735	137	100	right	right	ADJ
american_scientific_journal-4735	137	101	eye	eye	NOUN
american_scientific_journal-4735	137	102	7524	7524	NUM
american_scientific_journal-4735	137	103	7439	7439	NUM
american_scientific_journal-4735	137	104	98.87	98.87	NUM
american_scientific_journal-4735	137	105	american	american	ADJ
american_scientific_journal-4735	137	106	scientific	scientific	ADJ
american_scientific_journal-4735	137	107	research	research	NOUN
american_scientific_journal-4735	137	108	journal	journal	NOUN
american_scientific_journal-4735	137	109	for	for	ADP
american_scientific_journal-4735	137	110	engineering	engineering	NOUN
american_scientific_journal-4735	137	111	,	,	PUNCT
american_scientific_journal-4735	137	112	technology	technology	NOUN
american_scientific_journal-4735	137	113	,	,	PUNCT
american_scientific_journal-4735	137	114	and	and	CCONJ
american_scientific_journal-4735	137	115	sciences	science	NOUN
american_scientific_journal-4735	137	116	(	(	PUNCT
american_scientific_journal-4735	137	117	asrjets	asrjet	NOUN
american_scientific_journal-4735	137	118	)	)	PUNCT
american_scientific_journal-4735	137	119	(	(	PUNCT
american_scientific_journal-4735	137	120	2019	2019	NUM
american_scientific_journal-4735	137	121	)	)	PUNCT
american_scientific_journal-4735	137	122	volume	volume	NOUN
american_scientific_journal-4735	137	123	53	53	NUM
american_scientific_journal-4735	137	124	,	,	PUNCT
american_scientific_journal-4735	137	125	no	no	DET
american_scientific_journal-4735	137	126	1	1	NUM
american_scientific_journal-4735	137	127	,	,	PUNCT
american_scientific_journal-4735	137	128	pp	pp	ADV
american_scientific_journal-4735	137	129	164	164	NUM
american_scientific_journal-4735	137	130	-	-	SYM
american_scientific_journal-4735	137	131	175	175	NUM
american_scientific_journal-4735	137	132	172	172	NUM
american_scientific_journal-4735	137	133	figure	figure	NOUN
american_scientific_journal-4735	137	134	5	5	NUM
american_scientific_journal-4735	137	135	:	:	PUNCT
american_scientific_journal-4735	137	136	the	the	DET
american_scientific_journal-4735	137	137	diagram	diagram	NOUN
american_scientific_journal-4735	137	138	of	of	ADP
american_scientific_journal-4735	137	139	face	face	NOUN
american_scientific_journal-4735	137	140	detection	detection	NOUN
american_scientific_journal-4735	137	141	and	and	CCONJ
american_scientific_journal-4735	137	142	alignment	alignment	NOUN
american_scientific_journal-4735	137	143	results	result	VERB
american_scientific_journal-4735	137	144	3.3	3.3	NUM
american_scientific_journal-4735	137	145	experimental	experimental	ADJ
american_scientific_journal-4735	137	146	results	result	NOUN
american_scientific_journal-4735	137	147	and	and	CCONJ
american_scientific_journal-4735	137	148	analysis	analysis	NOUN
american_scientific_journal-4735	137	149	of	of	ADP
american_scientific_journal-4735	137	150	fatigue	fatigue	NOUN
american_scientific_journal-4735	137	151	driving	drive	VERB
american_scientific_journal-4735	137	152	detection	detection	NOUN
american_scientific_journal-4735	137	153	tests	test	NOUN
american_scientific_journal-4735	137	154	are	be	AUX
american_scientific_journal-4735	137	155	conducted	conduct	VERB
american_scientific_journal-4735	137	156	by	by	ADP
american_scientific_journal-4735	137	157	using	use	VERB
american_scientific_journal-4735	137	158	the	the	DET
american_scientific_journal-4735	137	159	esrnet	esrnet	ADJ
american_scientific_journal-4735	137	160	model	model	NOUN
american_scientific_journal-4735	137	161	generated	generate	VERB
american_scientific_journal-4735	137	162	after	after	ADP
american_scientific_journal-4735	137	163	50000	50000	NUM
american_scientific_journal-4735	137	164	iterations	iteration	NOUN
american_scientific_journal-4735	137	165	.	.	PUNCT
american_scientific_journal-4735	138	1	the	the	DET
american_scientific_journal-4735	138	2	experimental	experimental	ADJ
american_scientific_journal-4735	138	3	data	data	NOUN
american_scientific_journal-4735	138	4	sets	set	NOUN
american_scientific_journal-4735	138	5	are	be	AUX
american_scientific_journal-4735	138	6	tjpu	tjpu	NOUN
american_scientific_journal-4735	138	7	-	-	PUNCT
american_scientific_journal-4735	138	8	fdd	fdd	PROPN
american_scientific_journal-4735	138	9	and	and	CCONJ
american_scientific_journal-4735	138	10	brain4cars	brain4cars	PROPN
american_scientific_journal-4735	138	11	.	.	PUNCT
american_scientific_journal-4735	139	1	the	the	DET
american_scientific_journal-4735	139	2	experimental	experimental	ADJ
american_scientific_journal-4735	139	3	results	result	NOUN
american_scientific_journal-4735	139	4	show	show	VERB
american_scientific_journal-4735	139	5	that	that	SCONJ
american_scientific_journal-4735	139	6	esrnet	esrnet	NOUN
american_scientific_journal-4735	139	7	model	model	NOUN
american_scientific_journal-4735	139	8	has	have	VERB
american_scientific_journal-4735	139	9	a	a	DET
american_scientific_journal-4735	139	10	high	high	ADJ
american_scientific_journal-4735	139	11	recognition	recognition	NOUN
american_scientific_journal-4735	139	12	accuracy	accuracy	NOUN
american_scientific_journal-4735	139	13	of	of	ADP
american_scientific_journal-4735	139	14	eye	eye	NOUN
american_scientific_journal-4735	139	15	state	state	NOUN
american_scientific_journal-4735	139	16	in	in	ADP
american_scientific_journal-4735	139	17	different	different	ADJ
american_scientific_journal-4735	139	18	environments	environment	NOUN
american_scientific_journal-4735	139	19	.	.	PUNCT
american_scientific_journal-4735	140	1	but	but	CCONJ
american_scientific_journal-4735	140	2	the	the	DET
american_scientific_journal-4735	140	3	accuracy	accuracy	NOUN
american_scientific_journal-4735	140	4	when	when	SCONJ
american_scientific_journal-4735	140	5	wearing	wear	VERB
american_scientific_journal-4735	140	6	glasses	glass	NOUN
american_scientific_journal-4735	140	7	is	be	AUX
american_scientific_journal-4735	140	8	lower	low	ADJ
american_scientific_journal-4735	140	9	than	than	ADP
american_scientific_journal-4735	140	10	other	other	ADJ
american_scientific_journal-4735	140	11	situations	situation	NOUN
american_scientific_journal-4735	140	12	.	.	PUNCT
american_scientific_journal-4735	141	1	it	it	PRON
american_scientific_journal-4735	141	2	is	be	AUX
american_scientific_journal-4735	141	3	mainly	mainly	ADV
american_scientific_journal-4735	141	4	due	due	ADP
american_scientific_journal-4735	141	5	to	to	ADP
american_scientific_journal-4735	141	6	the	the	DET
american_scientific_journal-4735	141	7	interference	interference	NOUN
american_scientific_journal-4735	141	8	of	of	ADP
american_scientific_journal-4735	141	9	optic	optic	ADJ
american_scientific_journal-4735	141	10	reflection	reflection	NOUN
american_scientific_journal-4735	141	11	on	on	ADP
american_scientific_journal-4735	141	12	the	the	DET
american_scientific_journal-4735	141	13	recognition	recognition	NOUN
american_scientific_journal-4735	141	14	of	of	ADP
american_scientific_journal-4735	141	15	eye	eye	NOUN
american_scientific_journal-4735	141	16	state	state	NOUN
american_scientific_journal-4735	141	17	.	.	PUNCT
american_scientific_journal-4735	142	1	the	the	DET
american_scientific_journal-4735	142	2	average	average	ADJ
american_scientific_journal-4735	142	3	recognition	recognition	NOUN
american_scientific_journal-4735	142	4	accuracy	accuracy	NOUN
american_scientific_journal-4735	142	5	of	of	ADP
american_scientific_journal-4735	142	6	eye	eye	NOUN
american_scientific_journal-4735	142	7	state	state	NOUN
american_scientific_journal-4735	142	8	is	be	AUX
american_scientific_journal-4735	142	9	98.9	98.9	NUM
american_scientific_journal-4735	142	10	%	%	NOUN
american_scientific_journal-4735	142	11	.	.	PUNCT
american_scientific_journal-4735	143	1	test	test	NOUN
american_scientific_journal-4735	143	2	results	result	NOUN
american_scientific_journal-4735	143	3	are	be	AUX
american_scientific_journal-4735	143	4	shown	show	VERB
american_scientific_journal-4735	143	5	in	in	ADP
american_scientific_journal-4735	143	6	table	table	NOUN
american_scientific_journal-4735	143	7	3	3	NUM
american_scientific_journal-4735	143	8	.	.	PUNCT
american_scientific_journal-4735	143	9	table	table	NOUN
american_scientific_journal-4735	143	10	3	3	NUM
american_scientific_journal-4735	143	11	:	:	PUNCT
american_scientific_journal-4735	143	12	the	the	DET
american_scientific_journal-4735	143	13	eye	eye	NOUN
american_scientific_journal-4735	143	14	state	state	NOUN
american_scientific_journal-4735	143	15	recognition	recognition	NOUN
american_scientific_journal-4735	143	16	results	result	NOUN
american_scientific_journal-4735	143	17	of	of	ADP
american_scientific_journal-4735	143	18	esrnet	esrnet	ADJ
american_scientific_journal-4735	143	19	model	model	NOUN
american_scientific_journal-4735	143	20	on	on	ADP
american_scientific_journal-4735	143	21	the	the	DET
american_scientific_journal-4735	143	22	test	test	NOUN
american_scientific_journal-4735	143	23	set	set	VERB
american_scientific_journal-4735	143	24	dataset	dataset	ADJ
american_scientific_journal-4735	143	25	eye	eye	NOUN
american_scientific_journal-4735	143	26	shelter	shelter	NOUN
american_scientific_journal-4735	143	27	type	type	NOUN
american_scientific_journal-4735	143	28	eye	eye	NOUN
american_scientific_journal-4735	143	29	state	state	NOUN
american_scientific_journal-4735	143	30	number	number	NOUN
american_scientific_journal-4735	143	31	of	of	ADP
american_scientific_journal-4735	143	32	test	test	NOUN
american_scientific_journal-4735	143	33	samples	sample	NOUN
american_scientific_journal-4735	143	34	number	number	NOUN
american_scientific_journal-4735	143	35	of	of	ADP
american_scientific_journal-4735	143	36	wrong	wrong	ADJ
american_scientific_journal-4735	143	37	recognition	recognition	NOUN
american_scientific_journal-4735	143	38	frames	frame	VERB
american_scientific_journal-4735	143	39	accuracy	accuracy	NOUN
american_scientific_journal-4735	143	40	tjpu	tjpu	PROPN
american_scientific_journal-4735	143	41	-	-	PUNCT
american_scientific_journal-4735	143	42	fdd	fdd	PROPN
american_scientific_journal-4735	143	43	no	no	DET
american_scientific_journal-4735	143	44	glasses	glass	NOUN
american_scientific_journal-4735	143	45	open	open	ADJ
american_scientific_journal-4735	143	46	3251	3251	NUM
american_scientific_journal-4735	143	47	8	8	NUM
american_scientific_journal-4735	143	48	99.75	99.75	NUM
american_scientific_journal-4735	143	49	%	%	NOUN
american_scientific_journal-4735	143	50	close	close	ADJ
american_scientific_journal-4735	143	51	2138	2138	NUM
american_scientific_journal-4735	143	52	6	6	NUM
american_scientific_journal-4735	143	53	99.71	99.71	NUM
american_scientific_journal-4735	143	54	%	%	NOUN
american_scientific_journal-4735	143	55	tjpu	tjpu	NOUN
american_scientific_journal-4735	143	56	-	-	PUNCT
american_scientific_journal-4735	143	57	fdd	fdd	PROPN
american_scientific_journal-4735	143	58	myopia	myopia	NOUN
american_scientific_journal-4735	143	59	glasses	glass	NOUN
american_scientific_journal-4735	143	60	open	open	ADJ
american_scientific_journal-4735	143	61	3403	3403	NUM
american_scientific_journal-4735	143	62	37	37	NUM
american_scientific_journal-4735	143	63	98.91	98.91	NUM
american_scientific_journal-4735	143	64	%	%	NOUN
american_scientific_journal-4735	143	65	close	close	ADJ
american_scientific_journal-4735	143	66	2755	2755	NUM
american_scientific_journal-4735	143	67	79	79	NUM
american_scientific_journal-4735	143	68	97.15	97.15	NUM
american_scientific_journal-4735	143	69	%	%	NOUN
american_scientific_journal-4735	143	70	tjpu	tjpu	NOUN
american_scientific_journal-4735	143	71	-	-	PUNCT
american_scientific_journal-4735	143	72	fdd	fdd	PROPN
american_scientific_journal-4735	143	73	sunglasses	sunglass	NOUN
american_scientific_journal-4735	143	74	open	open	VERB
american_scientific_journal-4735	143	75	3369	3369	NUM
american_scientific_journal-4735	143	76	66	66	NUM
american_scientific_journal-4735	143	77	98.04	98.04	NUM
american_scientific_journal-4735	143	78	%	%	NOUN
american_scientific_journal-4735	143	79	close	close	ADJ
american_scientific_journal-4735	143	80	2840	2840	NUM
american_scientific_journal-4735	143	81	113	113	NUM
american_scientific_journal-4735	143	82	96.02	96.02	NUM
american_scientific_journal-4735	143	83	%	%	NOUN
american_scientific_journal-4735	143	84	brain4cars	brain4car	NOUN
american_scientific_journal-4735	143	85	\	\	NOUN
american_scientific_journal-4735	143	86	open	open	ADJ
american_scientific_journal-4735	143	87	3625	3625	NUM
american_scientific_journal-4735	143	88	11	11	NUM
american_scientific_journal-4735	143	89	99.70	99.70	NUM
american_scientific_journal-4735	143	90	%	%	NOUN
american_scientific_journal-4735	143	91	close	close	ADJ
american_scientific_journal-4735	143	92	2184	2184	NUM
american_scientific_journal-4735	143	93	23	23	NUM
american_scientific_journal-4735	143	94	98.95	98.95	NUM
american_scientific_journal-4735	143	95	%	%	NOUN
american_scientific_journal-4735	143	96	usually	usually	ADV
american_scientific_journal-4735	143	97	,	,	PUNCT
american_scientific_journal-4735	143	98	the	the	DET
american_scientific_journal-4735	143	99	perclos	perclo	NOUN
american_scientific_journal-4735	143	100	value	value	NOUN
american_scientific_journal-4735	143	101	is	be	AUX
american_scientific_journal-4735	143	102	less	less	ADJ
american_scientific_journal-4735	143	103	than	than	ADP
american_scientific_journal-4735	143	104	that	that	PRON
american_scientific_journal-4735	143	105	of	of	ADP
american_scientific_journal-4735	143	106	fatigue	fatigue	NOUN
american_scientific_journal-4735	143	107	when	when	SCONJ
american_scientific_journal-4735	143	108	the	the	DET
american_scientific_journal-4735	143	109	driver	driver	NOUN
american_scientific_journal-4735	143	110	is	be	AUX
american_scientific_journal-4735	143	111	in	in	ADP
american_scientific_journal-4735	143	112	normal	normal	ADJ
american_scientific_journal-4735	143	113	driving	driving	NOUN
american_scientific_journal-4735	143	114	environment	environment	NOUN
american_scientific_journal-4735	143	115	.	.	PUNCT
american_scientific_journal-4735	144	1	during	during	ADP
american_scientific_journal-4735	144	2	test	test	NOUN
american_scientific_journal-4735	144	3	,	,	PUNCT
american_scientific_journal-4735	144	4	we	we	PRON
american_scientific_journal-4735	144	5	analyze	analyze	VERB
american_scientific_journal-4735	144	6	a	a	DET
american_scientific_journal-4735	144	7	certain	certain	ADJ
american_scientific_journal-4735	144	8	length	length	NOUN
american_scientific_journal-4735	144	9	of	of	ADP
american_scientific_journal-4735	144	10	image	image	NOUN
american_scientific_journal-4735	144	11	sequence	sequence	NOUN
american_scientific_journal-4735	144	12	and	and	CCONJ
american_scientific_journal-4735	144	13	identify	identify	VERB
american_scientific_journal-4735	144	14	driver	driver	NOUN
american_scientific_journal-4735	144	15	state	state	NOUN
american_scientific_journal-4735	144	16	as	as	ADP
american_scientific_journal-4735	144	17	"	"	PUNCT
american_scientific_journal-4735	144	18	clear	clear	ADJ
american_scientific_journal-4735	144	19	"	"	PUNCT
american_scientific_journal-4735	144	20	or	or	CCONJ
american_scientific_journal-4735	144	21	"	"	PUNCT
american_scientific_journal-4735	144	22	fatigue	fatigue	NOUN
american_scientific_journal-4735	144	23	"	"	PUNCT
american_scientific_journal-4735	144	24	.	.	PUNCT
american_scientific_journal-4735	145	1	the	the	DET
american_scientific_journal-4735	145	2	perclos	perclo	NOUN
american_scientific_journal-4735	145	3	value	value	NOUN
american_scientific_journal-4735	145	4	is	be	AUX
american_scientific_journal-4735	145	5	counted	count	VERB
american_scientific_journal-4735	145	6	for	for	ADP
american_scientific_journal-4735	145	7	a	a	DET
american_scientific_journal-4735	145	8	period	period	NOUN
american_scientific_journal-4735	145	9	of	of	ADP
american_scientific_journal-4735	145	10	time	time	NOUN
american_scientific_journal-4735	145	11	.	.	PUNCT
american_scientific_journal-4735	146	1	when	when	SCONJ
american_scientific_journal-4735	146	2	the	the	DET
american_scientific_journal-4735	146	3	perclos	perclo	NOUN
american_scientific_journal-4735	146	4	value	value	NOUN
american_scientific_journal-4735	146	5	is	be	AUX
american_scientific_journal-4735	146	6	less	less	ADJ
american_scientific_journal-4735	146	7	than	than	ADP
american_scientific_journal-4735	146	8	the	the	DET
american_scientific_journal-4735	146	9	pre	pre	ADJ
american_scientific_journal-4735	146	10	-	-	ADJ
american_scientific_journal-4735	146	11	set	set	ADJ
american_scientific_journal-4735	146	12	threshold	threshold	NOUN
american_scientific_journal-4735	146	13	,	,	PUNCT
american_scientific_journal-4735	146	14	it	it	PRON
american_scientific_journal-4735	146	15	is	be	AUX
american_scientific_journal-4735	146	16	judged	judge	VERB
american_scientific_journal-4735	146	17	to	to	PART
american_scientific_journal-4735	146	18	be	be	AUX
american_scientific_journal-4735	146	19	normal	normal	ADJ
american_scientific_journal-4735	146	20	.	.	PUNCT
american_scientific_journal-4735	147	1	otherwise	otherwise	ADV
american_scientific_journal-4735	147	2	,	,	PUNCT
american_scientific_journal-4735	147	3	it	it	PRON
american_scientific_journal-4735	147	4	is	be	AUX
american_scientific_journal-4735	147	5	judged	judge	VERB
american_scientific_journal-4735	147	6	to	to	PART
american_scientific_journal-4735	147	7	be	be	AUX
american_scientific_journal-4735	147	8	fatigue	fatigue	NOUN
american_scientific_journal-4735	147	9	and	and	CCONJ
american_scientific_journal-4735	147	10	the	the	DET
american_scientific_journal-4735	147	11	system	system	NOUN
american_scientific_journal-4735	147	12	issues	issue	VERB
american_scientific_journal-4735	147	13	a	a	DET
american_scientific_journal-4735	147	14	dangerous	dangerous	ADJ
american_scientific_journal-4735	147	15	warning	warning	NOUN
american_scientific_journal-4735	147	16	.	.	PUNCT
american_scientific_journal-4735	148	1	in	in	ADP
american_scientific_journal-4735	148	2	addition	addition	NOUN
american_scientific_journal-4735	148	3	,	,	PUNCT
american_scientific_journal-4735	148	4	when	when	SCONJ
american_scientific_journal-4735	148	5	the	the	DET
american_scientific_journal-4735	148	6	driver	driver	NOUN
american_scientific_journal-4735	148	7	's	's	PART
american_scientific_journal-4735	148	8	head	head	NOUN
american_scientific_journal-4735	148	9	height	height	NOUN
american_scientific_journal-4735	148	10	is	be	AUX
american_scientific_journal-4735	148	11	less	less	ADJ
american_scientific_journal-4735	148	12	than	than	ADP
american_scientific_journal-4735	148	13	the	the	DET
american_scientific_journal-4735	148	14	pre	pre	ADJ
american_scientific_journal-4735	148	15	-	-	ADJ
american_scientific_journal-4735	148	16	set	set	ADJ
american_scientific_journal-4735	148	17	threshold	threshold	NOUN
american_scientific_journal-4735	148	18	,	,	PUNCT
american_scientific_journal-4735	148	19	the	the	DET
american_scientific_journal-4735	148	20	system	system	NOUN
american_scientific_journal-4735	148	21	alerts	alert	VERB
american_scientific_journal-4735	148	22	the	the	DET
american_scientific_journal-4735	148	23	driver	driver	NOUN
american_scientific_journal-4735	148	24	to	to	PART
american_scientific_journal-4735	148	25	look	look	VERB
american_scientific_journal-4735	148	26	ahead	ahead	ADV
american_scientific_journal-4735	148	27	.	.	PUNCT
american_scientific_journal-4735	149	1	the	the	DET
american_scientific_journal-4735	149	2	experimental	experimental	ADJ
american_scientific_journal-4735	149	3	results	result	NOUN
american_scientific_journal-4735	149	4	show	show	VERB
american_scientific_journal-4735	149	5	that	that	SCONJ
american_scientific_journal-4735	149	6	the	the	DET
american_scientific_journal-4735	149	7	fatigue	fatigue	NOUN
american_scientific_journal-4735	149	8	detection	detection	NOUN
american_scientific_journal-4735	149	9	system	system	NOUN
american_scientific_journal-4735	149	10	designed	design	VERB
american_scientific_journal-4735	149	11	in	in	ADP
american_scientific_journal-4735	149	12	this	this	DET
american_scientific_journal-4735	149	13	paper	paper	NOUN
american_scientific_journal-4735	149	14	has	have	VERB
american_scientific_journal-4735	149	15	a	a	DET
american_scientific_journal-4735	149	16	stable	stable	ADJ
american_scientific_journal-4735	149	17	early	early	ADJ
american_scientific_journal-4735	149	18	warning	warning	NOUN
american_scientific_journal-4735	149	19	effect	effect	NOUN
american_scientific_journal-4735	149	20	and	and	CCONJ
american_scientific_journal-4735	149	21	has	have	VERB
american_scientific_journal-4735	149	22	a	a	DET
american_scientific_journal-4735	149	23	high	high	ADJ
american_scientific_journal-4735	149	24	computing	computing	NOUN
american_scientific_journal-4735	149	25	speed	speed	NOUN
american_scientific_journal-4735	149	26	.	.	PUNCT
american_scientific_journal-4735	150	1	on	on	ADP
american_scientific_journal-4735	150	2	the	the	DET
american_scientific_journal-4735	150	3	embedded	embed	VERB
american_scientific_journal-4735	150	4	platform	platform	NOUN
american_scientific_journal-4735	150	5	mentioned	mention	VERB
american_scientific_journal-4735	150	6	american	american	ADJ
american_scientific_journal-4735	150	7	scientific	scientific	ADJ
american_scientific_journal-4735	150	8	research	research	NOUN
american_scientific_journal-4735	150	9	journal	journal	NOUN
american_scientific_journal-4735	150	10	for	for	ADP
american_scientific_journal-4735	150	11	engineering	engineering	NOUN
american_scientific_journal-4735	150	12	,	,	PUNCT
american_scientific_journal-4735	150	13	technology	technology	NOUN
american_scientific_journal-4735	150	14	,	,	PUNCT
american_scientific_journal-4735	150	15	and	and	CCONJ
american_scientific_journal-4735	150	16	sciences	science	NOUN
american_scientific_journal-4735	150	17	(	(	PUNCT
american_scientific_journal-4735	150	18	asrjets	asrjet	NOUN
american_scientific_journal-4735	150	19	)	)	PUNCT
american_scientific_journal-4735	150	20	(	(	PUNCT
american_scientific_journal-4735	150	21	2019	2019	NUM
american_scientific_journal-4735	150	22	)	)	PUNCT
american_scientific_journal-4735	150	23	volume	volume	NOUN
american_scientific_journal-4735	150	24	53	53	NUM
american_scientific_journal-4735	150	25	,	,	PUNCT
american_scientific_journal-4735	150	26	no	no	DET
american_scientific_journal-4735	150	27	1	1	NUM
american_scientific_journal-4735	150	28	,	,	PUNCT
american_scientific_journal-4735	150	29	pp	pp	ADV
american_scientific_journal-4735	150	30	164	164	NUM
american_scientific_journal-4735	150	31	-	-	SYM
american_scientific_journal-4735	150	32	175	175	NUM
american_scientific_journal-4735	150	33	173	173	NUM
american_scientific_journal-4735	150	34	above	above	ADV
american_scientific_journal-4735	150	35	,	,	PUNCT
american_scientific_journal-4735	150	36	the	the	DET
american_scientific_journal-4735	150	37	processing	processing	NOUN
american_scientific_journal-4735	150	38	speed	speed	NOUN
american_scientific_journal-4735	150	39	of	of	ADP
american_scientific_journal-4735	150	40	the	the	DET
american_scientific_journal-4735	150	41	algorithm	algorithm	NOUN
american_scientific_journal-4735	150	42	can	can	AUX
american_scientific_journal-4735	150	43	reach	reach	VERB
american_scientific_journal-4735	150	44	more	more	ADJ
american_scientific_journal-4735	150	45	than	than	ADP
american_scientific_journal-4735	150	46	20	20	NUM
american_scientific_journal-4735	150	47	fps	fps	PROPN
american_scientific_journal-4735	150	48	,	,	PUNCT
american_scientific_journal-4735	150	49	which	which	PRON
american_scientific_journal-4735	150	50	meets	meet	VERB
american_scientific_journal-4735	150	51	the	the	DET
american_scientific_journal-4735	150	52	real	real	ADJ
american_scientific_journal-4735	150	53	-	-	PUNCT
american_scientific_journal-4735	150	54	time	time	NOUN
american_scientific_journal-4735	150	55	detection	detection	NOUN
american_scientific_journal-4735	150	56	requirements	requirement	NOUN
american_scientific_journal-4735	150	57	.	.	PUNCT
american_scientific_journal-4735	151	1	the	the	DET
american_scientific_journal-4735	151	2	test	test	NOUN
american_scientific_journal-4735	151	3	results	result	VERB
american_scientific_journal-4735	151	4	on	on	ADP
american_scientific_journal-4735	151	5	the	the	DET
american_scientific_journal-4735	151	6	tjpu	tjpu	PROPN
american_scientific_journal-4735	151	7	-	-	PUNCT
american_scientific_journal-4735	151	8	fdd	fdd	PROPN
american_scientific_journal-4735	151	9	test	test	NOUN
american_scientific_journal-4735	151	10	set	set	NOUN
american_scientific_journal-4735	151	11	are	be	AUX
american_scientific_journal-4735	151	12	shown	show	VERB
american_scientific_journal-4735	151	13	in	in	ADP
american_scientific_journal-4735	151	14	table	table	NOUN
american_scientific_journal-4735	151	15	4	4	NUM
american_scientific_journal-4735	151	16	,	,	PUNCT
american_scientific_journal-4735	151	17	where	where	SCONJ
american_scientific_journal-4735	151	18	n	n	PRON
american_scientific_journal-4735	151	19	represents	represent	VERB
american_scientific_journal-4735	151	20	the	the	DET
american_scientific_journal-4735	151	21	number	number	NOUN
american_scientific_journal-4735	151	22	of	of	ADP
american_scientific_journal-4735	151	23	error	error	NOUN
american_scientific_journal-4735	151	24	recognition	recognition	NOUN
american_scientific_journal-4735	151	25	samples	sample	NOUN
american_scientific_journal-4735	151	26	.	.	PUNCT
american_scientific_journal-4735	152	1	fig	fig	NOUN
american_scientific_journal-4735	152	2	6	6	NUM
american_scientific_journal-4735	152	3	shows	show	VERB
american_scientific_journal-4735	152	4	the	the	DET
american_scientific_journal-4735	152	5	screenshots	screenshot	NOUN
american_scientific_journal-4735	152	6	of	of	ADP
american_scientific_journal-4735	152	7	monitoring	monitor	VERB
american_scientific_journal-4735	152	8	the	the	DET
american_scientific_journal-4735	152	9	driving	drive	VERB
american_scientific_journal-4735	152	10	state	state	NOUN
american_scientific_journal-4735	152	11	on	on	ADP
american_scientific_journal-4735	152	12	the	the	DET
american_scientific_journal-4735	152	13	embedded	embed	VERB
american_scientific_journal-4735	152	14	platform	platform	NOUN
american_scientific_journal-4735	152	15	.	.	PUNCT
american_scientific_journal-4735	153	1	table	table	NOUN
american_scientific_journal-4735	153	2	4	4	NUM
american_scientific_journal-4735	153	3	:	:	PUNCT
american_scientific_journal-4735	153	4	the	the	DET
american_scientific_journal-4735	153	5	test	test	NOUN
american_scientific_journal-4735	153	6	results	result	NOUN
american_scientific_journal-4735	153	7	of	of	ADP
american_scientific_journal-4735	153	8	fatigue	fatigue	NOUN
american_scientific_journal-4735	153	9	driving	drive	VERB
american_scientific_journal-4735	153	10	recognition	recognition	NOUN
american_scientific_journal-4735	153	11	system	system	NOUN
american_scientific_journal-4735	153	12	on	on	ADP
american_scientific_journal-4735	153	13	the	the	DET
american_scientific_journal-4735	153	14	tjpu	tjpu	PROPN
american_scientific_journal-4735	153	15	-	-	PUNCT
american_scientific_journal-4735	153	16	fdd	fdd	PROPN
american_scientific_journal-4735	153	17	test	test	NOUN
american_scientific_journal-4735	153	18	set	set	VERB
american_scientific_journal-4735	153	19	data	datum	NOUN
american_scientific_journal-4735	153	20	distribution	distribution	NOUN
american_scientific_journal-4735	153	21	of	of	ADP
american_scientific_journal-4735	153	22	test	test	NOUN
american_scientific_journal-4735	153	23	set	set	VERB
american_scientific_journal-4735	153	24	recognition	recognition	NOUN
american_scientific_journal-4735	153	25	results	result	VERB
american_scientific_journal-4735	153	26	n	n	PRON
american_scientific_journal-4735	153	27	precision	precision	NOUN
american_scientific_journal-4735	154	1	/%	/%	PUNCT
american_scientific_journal-4735	154	2	recall	recall	PROPN
american_scientific_journal-4735	154	3	rate	rate	PROPN
american_scientific_journal-4735	154	4	/%	/%	PROPN
american_scientific_journal-4735	154	5	f1	f1	PROPN
american_scientific_journal-4735	154	6	score	score	NOUN
american_scientific_journal-4735	154	7	/%	/%	ADP
american_scientific_journal-4735	154	8	average	average	ADJ
american_scientific_journal-4735	154	9	test	test	NOUN
american_scientific_journal-4735	154	10	time	time	NOUN
american_scientific_journal-4735	154	11	/ms	/ms	PUNCT
american_scientific_journal-4735	154	12	fatigue	fatigue	NOUN
american_scientific_journal-4735	154	13	normal	normal	ADJ
american_scientific_journal-4735	154	14	fatigue	fatigue	NOUN
american_scientific_journal-4735	154	15	(	(	PUNCT
american_scientific_journal-4735	154	16	48	48	NUM
american_scientific_journal-4735	154	17	)	)	PUNCT
american_scientific_journal-4735	154	18	44	44	NUM
american_scientific_journal-4735	154	19	4	4	NUM
american_scientific_journal-4735	154	20	7	7	NUM
american_scientific_journal-4735	154	21	95.56	95.56	NUM
american_scientific_journal-4735	154	22	89.58	89.58	NUM
american_scientific_journal-4735	154	23	92.47	92.47	NUM
american_scientific_journal-4735	154	24	41.58	41.58	NUM
american_scientific_journal-4735	154	25	normal	normal	ADJ
american_scientific_journal-4735	154	26	(	(	PUNCT
american_scientific_journal-4735	154	27	55	55	NUM
american_scientific_journal-4735	154	28	)	)	PUNCT
american_scientific_journal-4735	154	29	3	3	NUM
american_scientific_journal-4735	154	30	52	52	NUM
american_scientific_journal-4735	154	31	4	4	NUM
american_scientific_journal-4735	154	32	figure	figure	NOUN
american_scientific_journal-4735	154	33	6	6	NUM
american_scientific_journal-4735	154	34	:	:	PUNCT
american_scientific_journal-4735	154	35	the	the	DET
american_scientific_journal-4735	154	36	screenshots	screenshot	NOUN
american_scientific_journal-4735	154	37	of	of	ADP
american_scientific_journal-4735	154	38	real	real	ADJ
american_scientific_journal-4735	154	39	-	-	PUNCT
american_scientific_journal-4735	154	40	time	time	NOUN
american_scientific_journal-4735	154	41	fatigue	fatigue	NOUN
american_scientific_journal-4735	154	42	driving	drive	VERB
american_scientific_journal-4735	154	43	detection	detection	NOUN
american_scientific_journal-4735	154	44	on	on	ADP
american_scientific_journal-4735	154	45	embedded	embed	VERB
american_scientific_journal-4735	154	46	platform	platform	NOUN
american_scientific_journal-4735	154	47	4	4	NUM
american_scientific_journal-4735	154	48	.	.	PUNCT
american_scientific_journal-4735	154	49	conclusion	conclusion	NOUN
american_scientific_journal-4735	154	50	in	in	ADP
american_scientific_journal-4735	154	51	this	this	DET
american_scientific_journal-4735	154	52	paper	paper	NOUN
american_scientific_journal-4735	154	53	,	,	PUNCT
american_scientific_journal-4735	154	54	a	a	DET
american_scientific_journal-4735	154	55	real	real	ADJ
american_scientific_journal-4735	154	56	-	-	PUNCT
american_scientific_journal-4735	154	57	time	time	NOUN
american_scientific_journal-4735	154	58	fatigue	fatigue	NOUN
american_scientific_journal-4735	154	59	driving	drive	VERB
american_scientific_journal-4735	154	60	detection	detection	NOUN
american_scientific_journal-4735	154	61	system	system	NOUN
american_scientific_journal-4735	154	62	based	base	VERB
american_scientific_journal-4735	154	63	on	on	ADP
american_scientific_journal-4735	154	64	deep	deep	ADJ
american_scientific_journal-4735	154	65	learning	learning	NOUN
american_scientific_journal-4735	154	66	and	and	CCONJ
american_scientific_journal-4735	154	67	embedded	embed	VERB
american_scientific_journal-4735	154	68	platform	platform	NOUN
american_scientific_journal-4735	154	69	is	be	AUX
american_scientific_journal-4735	154	70	designed	design	VERB
american_scientific_journal-4735	154	71	.	.	PUNCT
american_scientific_journal-4735	155	1	infrared	infrared	ADJ
american_scientific_journal-4735	155	2	camera	camera	NOUN
american_scientific_journal-4735	155	3	is	be	AUX
american_scientific_journal-4735	155	4	used	use	VERB
american_scientific_journal-4735	155	5	to	to	PART
american_scientific_journal-4735	155	6	collect	collect	VERB
american_scientific_journal-4735	155	7	driver	driver	NOUN
american_scientific_journal-4735	155	8	's	's	PART
american_scientific_journal-4735	155	9	face	face	NOUN
american_scientific_journal-4735	155	10	image	image	NOUN
american_scientific_journal-4735	155	11	to	to	PART
american_scientific_journal-4735	155	12	reduce	reduce	VERB
american_scientific_journal-4735	155	13	the	the	DET
american_scientific_journal-4735	155	14	interference	interference	NOUN
american_scientific_journal-4735	155	15	caused	cause	VERB
american_scientific_journal-4735	155	16	by	by	ADP
american_scientific_journal-4735	155	17	light	light	ADJ
american_scientific_journal-4735	155	18	change	change	NOUN
american_scientific_journal-4735	155	19	and	and	CCONJ
american_scientific_journal-4735	155	20	sunglasses	sunglasse	VERB
american_scientific_journal-4735	155	21	occlusion	occlusion	NOUN
american_scientific_journal-4735	155	22	.	.	PUNCT
american_scientific_journal-4735	156	1	firstly	firstly	ADV
american_scientific_journal-4735	156	2	,	,	PUNCT
american_scientific_journal-4735	156	3	mtcnn	mtcnn	PROPN
american_scientific_journal-4735	156	4	is	be	AUX
american_scientific_journal-4735	156	5	used	use	VERB
american_scientific_journal-4735	156	6	to	to	PART
american_scientific_journal-4735	156	7	detect	detect	VERB
american_scientific_journal-4735	156	8	face	face	NOUN
american_scientific_journal-4735	156	9	and	and	CCONJ
american_scientific_journal-4735	156	10	locate	locate	ADJ
american_scientific_journal-4735	156	11	eye	eye	NOUN
american_scientific_journal-4735	156	12	feature	feature	NOUN
american_scientific_journal-4735	156	13	points	point	NOUN
american_scientific_journal-4735	156	14	.	.	PUNCT
american_scientific_journal-4735	157	1	then	then	ADV
american_scientific_journal-4735	157	2	,	,	PUNCT
american_scientific_journal-4735	157	3	the	the	DET
american_scientific_journal-4735	157	4	geometric	geometric	ADJ
american_scientific_journal-4735	157	5	relationship	relationship	NOUN
american_scientific_journal-4735	157	6	between	between	ADP
american_scientific_journal-4735	157	7	feature	feature	NOUN
american_scientific_journal-4735	157	8	points	point	NOUN
american_scientific_journal-4735	157	9	is	be	AUX
american_scientific_journal-4735	157	10	used	use	VERB
american_scientific_journal-4735	157	11	to	to	PART
american_scientific_journal-4735	157	12	obtain	obtain	VERB
american_scientific_journal-4735	157	13	eye	eye	NOUN
american_scientific_journal-4735	157	14	region	region	NOUN
american_scientific_journal-4735	157	15	.	.	PUNCT
american_scientific_journal-4735	158	1	moreover	moreover	ADV
american_scientific_journal-4735	158	2	,	,	PUNCT
american_scientific_journal-4735	158	3	cnn	cnn	PROPN
american_scientific_journal-4735	158	4	is	be	AUX
american_scientific_journal-4735	158	5	used	use	VERB
american_scientific_journal-4735	158	6	to	to	PART
american_scientific_journal-4735	158	7	recognize	recognize	VERB
american_scientific_journal-4735	158	8	driver	driver	NOUN
american_scientific_journal-4735	158	9	's	's	PART
american_scientific_journal-4735	158	10	eye	eye	NOUN
american_scientific_journal-4735	158	11	state	state	NOUN
american_scientific_journal-4735	158	12	.	.	PUNCT
american_scientific_journal-4735	159	1	based	base	VERB
american_scientific_journal-4735	159	2	on	on	ADP
american_scientific_journal-4735	159	3	the	the	DET
american_scientific_journal-4735	159	4	idea	idea	NOUN
american_scientific_journal-4735	159	5	of	of	ADP
american_scientific_journal-4735	159	6	model	model	NOUN
american_scientific_journal-4735	159	7	compression	compression	NOUN
american_scientific_journal-4735	159	8	,	,	PUNCT
american_scientific_journal-4735	159	9	we	we	PRON
american_scientific_journal-4735	159	10	design	design	VERB
american_scientific_journal-4735	159	11	a	a	DET
american_scientific_journal-4735	159	12	small	small	ADJ
american_scientific_journal-4735	159	13	recognition	recognition	NOUN
american_scientific_journal-4735	159	14	network	network	NOUN
american_scientific_journal-4735	159	15	,	,	PUNCT
american_scientific_journal-4735	159	16	which	which	PRON
american_scientific_journal-4735	159	17	accounts	account	VERB
american_scientific_journal-4735	159	18	for	for	ADP
american_scientific_journal-4735	159	19	only	only	ADV
american_scientific_journal-4735	159	20	1.3	1.3	NUM
american_scientific_journal-4735	159	21	m	m	NOUN
american_scientific_journal-4735	159	22	of	of	ADP
american_scientific_journal-4735	159	23	memory	memory	NOUN
american_scientific_journal-4735	159	24	.	.	PUNCT
american_scientific_journal-4735	160	1	finally	finally	ADV
american_scientific_journal-4735	160	2	,	,	PUNCT
american_scientific_journal-4735	160	3	the	the	DET
american_scientific_journal-4735	160	4	fatigue	fatigue	NOUN
american_scientific_journal-4735	160	5	judgment	judgment	NOUN
american_scientific_journal-4735	160	6	is	be	AUX
american_scientific_journal-4735	160	7	made	make	VERB
american_scientific_journal-4735	160	8	based	base	VERB
american_scientific_journal-4735	160	9	on	on	ADP
american_scientific_journal-4735	160	10	perclos	perclo	NOUN
american_scientific_journal-4735	160	11	standard	standard	NOUN
american_scientific_journal-4735	160	12	.	.	PUNCT
american_scientific_journal-4735	161	1	in	in	ADP
american_scientific_journal-4735	161	2	order	order	NOUN
american_scientific_journal-4735	161	3	to	to	PART
american_scientific_journal-4735	161	4	apply	apply	VERB
american_scientific_journal-4735	161	5	ai	ai	PROPN
american_scientific_journal-4735	161	6	algorithm	algorithm	NOUN
american_scientific_journal-4735	161	7	to	to	ADP
american_scientific_journal-4735	161	8	fatigue	fatigue	NOUN
american_scientific_journal-4735	161	9	driving	drive	VERB
american_scientific_journal-4735	161	10	detection	detection	NOUN
american_scientific_journal-4735	161	11	task	task	NOUN
american_scientific_journal-4735	161	12	in	in	ADP
american_scientific_journal-4735	161	13	embedded	embed	VERB
american_scientific_journal-4735	161	14	and	and	CCONJ
american_scientific_journal-4735	161	15	mobile	mobile	NOUN
american_scientific_journal-4735	161	16	platforms	platform	NOUN
american_scientific_journal-4735	161	17	,	,	PUNCT
american_scientific_journal-4735	161	18	ncnn	ncnn	PROPN
american_scientific_journal-4735	161	19	is	be	AUX
american_scientific_journal-4735	161	20	chosen	choose	VERB
american_scientific_journal-4735	161	21	as	as	ADP
american_scientific_journal-4735	161	22	the	the	DET
american_scientific_journal-4735	161	23	deep	deep	ADJ
american_scientific_journal-4735	161	24	learning	learning	NOUN
american_scientific_journal-4735	161	25	framework	framework	NOUN
american_scientific_journal-4735	161	26	of	of	ADP
american_scientific_journal-4735	161	27	the	the	DET
american_scientific_journal-4735	161	28	recognition	recognition	NOUN
american_scientific_journal-4735	161	29	system	system	NOUN
american_scientific_journal-4735	161	30	.	.	PUNCT
american_scientific_journal-4735	162	1	the	the	DET
american_scientific_journal-4735	162	2	system	system	NOUN
american_scientific_journal-4735	162	3	has	have	AUX
american_scientific_journal-4735	162	4	been	be	AUX
american_scientific_journal-4735	162	5	tested	test	VERB
american_scientific_journal-4735	162	6	in	in	ADP
american_scientific_journal-4735	162	7	the	the	DET
american_scientific_journal-4735	162	8	experimental	experimental	ADJ
american_scientific_journal-4735	162	9	simulation	simulation	NOUN
american_scientific_journal-4735	162	10	environment	environment	NOUN
american_scientific_journal-4735	162	11	and	and	CCONJ
american_scientific_journal-4735	162	12	the	the	DET
american_scientific_journal-4735	162	13	actual	actual	ADJ
american_scientific_journal-4735	162	14	driving	drive	VERB
american_scientific_journal-4735	162	15	environment	environment	NOUN
american_scientific_journal-4735	162	16	.	.	PUNCT
american_scientific_journal-4735	163	1	the	the	DET
american_scientific_journal-4735	163	2	real	real	ADJ
american_scientific_journal-4735	163	3	-	-	PUNCT
american_scientific_journal-4735	163	4	time	time	NOUN
american_scientific_journal-4735	163	5	detection	detection	NOUN
american_scientific_journal-4735	163	6	speed	speed	NOUN
american_scientific_journal-4735	163	7	of	of	ADP
american_scientific_journal-4735	163	8	more	more	ADJ
american_scientific_journal-4735	163	9	than	than	ADP
american_scientific_journal-4735	163	10	20	20	NUM
american_scientific_journal-4735	163	11	fps	fps	NOUN
american_scientific_journal-4735	163	12	has	have	AUX
american_scientific_journal-4735	163	13	been	be	AUX
american_scientific_journal-4735	163	14	achieved	achieve	VERB
american_scientific_journal-4735	163	15	,	,	PUNCT
american_scientific_journal-4735	163	16	which	which	PRON
american_scientific_journal-4735	163	17	shows	show	VERB
american_scientific_journal-4735	163	18	the	the	DET
american_scientific_journal-4735	163	19	effectiveness	effectiveness	NOUN
american_scientific_journal-4735	163	20	and	and	CCONJ
american_scientific_journal-4735	163	21	feasibility	feasibility	NOUN
american_scientific_journal-4735	163	22	of	of	ADP
american_scientific_journal-4735	163	23	the	the	DET
american_scientific_journal-4735	163	24	proposed	propose	VERB
american_scientific_journal-4735	163	25	method	method	NOUN
american_scientific_journal-4735	163	26	.	.	PUNCT
american_scientific_journal-4735	164	1	5	5	X
american_scientific_journal-4735	164	2	.	.	X
american_scientific_journal-4735	164	3	recommendations	recommendation	NOUN
american_scientific_journal-4735	164	4	our	our	PRON
american_scientific_journal-4735	164	5	work	work	NOUN
american_scientific_journal-4735	164	6	has	have	AUX
american_scientific_journal-4735	164	7	yielded	yield	VERB
american_scientific_journal-4735	164	8	good	good	ADJ
american_scientific_journal-4735	164	9	results	result	NOUN
american_scientific_journal-4735	164	10	for	for	ADP
american_scientific_journal-4735	164	11	fatigue	fatigue	NOUN
american_scientific_journal-4735	164	12	driving	drive	VERB
american_scientific_journal-4735	164	13	detection	detection	NOUN
american_scientific_journal-4735	164	14	.	.	PUNCT
american_scientific_journal-4735	165	1	however	however	ADV
american_scientific_journal-4735	165	2	,	,	PUNCT
american_scientific_journal-4735	165	3	there	there	PRON
american_scientific_journal-4735	165	4	are	be	VERB
american_scientific_journal-4735	165	5	still	still	ADV
american_scientific_journal-4735	165	6	some	some	DET
american_scientific_journal-4735	165	7	american	american	ADJ
american_scientific_journal-4735	165	8	scientific	scientific	ADJ
american_scientific_journal-4735	165	9	research	research	NOUN
american_scientific_journal-4735	165	10	journal	journal	NOUN
american_scientific_journal-4735	165	11	for	for	ADP
american_scientific_journal-4735	165	12	engineering	engineering	NOUN
american_scientific_journal-4735	165	13	,	,	PUNCT
american_scientific_journal-4735	165	14	technology	technology	NOUN
american_scientific_journal-4735	165	15	,	,	PUNCT
american_scientific_journal-4735	165	16	and	and	CCONJ
american_scientific_journal-4735	165	17	sciences	science	NOUN
american_scientific_journal-4735	165	18	(	(	PUNCT
american_scientific_journal-4735	165	19	asrjets	asrjet	NOUN
american_scientific_journal-4735	165	20	)	)	PUNCT
american_scientific_journal-4735	165	21	(	(	PUNCT
american_scientific_journal-4735	165	22	2019	2019	NUM
american_scientific_journal-4735	165	23	)	)	PUNCT
american_scientific_journal-4735	165	24	volume	volume	NOUN
american_scientific_journal-4735	165	25	53	53	NUM
american_scientific_journal-4735	165	26	,	,	PUNCT
american_scientific_journal-4735	165	27	no	no	DET
american_scientific_journal-4735	165	28	1	1	NUM
american_scientific_journal-4735	165	29	,	,	PUNCT
american_scientific_journal-4735	165	30	pp	pp	ADV
american_scientific_journal-4735	165	31	164	164	NUM
american_scientific_journal-4735	165	32	-	-	SYM
american_scientific_journal-4735	165	33	175	175	NUM
american_scientific_journal-4735	165	34	174	174	NUM
american_scientific_journal-4735	165	35	shortcomings	shortcoming	NOUN
american_scientific_journal-4735	165	36	in	in	ADP
american_scientific_journal-4735	165	37	this	this	DET
american_scientific_journal-4735	165	38	system	system	NOUN
american_scientific_journal-4735	165	39	,	,	PUNCT
american_scientific_journal-4735	165	40	which	which	PRON
american_scientific_journal-4735	165	41	make	make	VERB
american_scientific_journal-4735	165	42	it	it	PRON
american_scientific_journal-4735	165	43	difficult	difficult	ADJ
american_scientific_journal-4735	165	44	to	to	PART
american_scientific_journal-4735	165	45	apply	apply	VERB
american_scientific_journal-4735	165	46	the	the	DET
american_scientific_journal-4735	165	47	system	system	NOUN
american_scientific_journal-4735	165	48	in	in	ADP
american_scientific_journal-4735	165	49	practice	practice	NOUN
american_scientific_journal-4735	165	50	.	.	PUNCT
american_scientific_journal-4735	166	1	in	in	ADP
american_scientific_journal-4735	166	2	the	the	DET
american_scientific_journal-4735	166	3	future	future	ADJ
american_scientific_journal-4735	166	4	work	work	NOUN
american_scientific_journal-4735	166	5	,	,	PUNCT
american_scientific_journal-4735	166	6	the	the	DET
american_scientific_journal-4735	166	7	following	follow	VERB
american_scientific_journal-4735	166	8	aspects	aspect	NOUN
american_scientific_journal-4735	166	9	can	can	AUX
american_scientific_journal-4735	166	10	be	be	AUX
american_scientific_journal-4735	166	11	further	far	ADV
american_scientific_journal-4735	166	12	studied	study	VERB
american_scientific_journal-4735	166	13	and	and	CCONJ
american_scientific_journal-4735	166	14	improved	improve	VERB
american_scientific_journal-4735	166	15	:	:	PUNCT
american_scientific_journal-4735	166	16	•	•	ADP
american_scientific_journal-4735	166	17	to	to	PART
american_scientific_journal-4735	166	18	improve	improve	VERB
american_scientific_journal-4735	166	19	the	the	DET
american_scientific_journal-4735	166	20	image	image	NOUN
american_scientific_journal-4735	166	21	acquisition	acquisition	NOUN
american_scientific_journal-4735	166	22	system	system	NOUN
american_scientific_journal-4735	166	23	aimed	aim	VERB
american_scientific_journal-4735	166	24	to	to	PART
american_scientific_journal-4735	166	25	reduce	reduce	VERB
american_scientific_journal-4735	166	26	the	the	DET
american_scientific_journal-4735	166	27	interference	interference	NOUN
american_scientific_journal-4735	166	28	of	of	ADP
american_scientific_journal-4735	166	29	high	high	ADJ
american_scientific_journal-4735	166	30	-	-	PUNCT
american_scientific_journal-4735	166	31	brightness	brightness	NOUN
american_scientific_journal-4735	166	32	reflecting	reflect	VERB
american_scientific_journal-4735	166	33	points	point	NOUN
american_scientific_journal-4735	166	34	on	on	ADP
american_scientific_journal-4735	166	35	eye	eye	NOUN
american_scientific_journal-4735	166	36	region	region	NOUN
american_scientific_journal-4735	166	37	extraction	extraction	NOUN
american_scientific_journal-4735	166	38	.	.	PUNCT
american_scientific_journal-4735	167	1	•	•	NOUN
american_scientific_journal-4735	167	2	to	to	PART
american_scientific_journal-4735	167	3	combine	combine	VERB
american_scientific_journal-4735	167	4	with	with	ADP
american_scientific_journal-4735	167	5	more	more	ADJ
american_scientific_journal-4735	167	6	visual	visual	ADJ
american_scientific_journal-4735	167	7	fatigue	fatigue	NOUN
american_scientific_journal-4735	167	8	parameters	parameter	NOUN
american_scientific_journal-4735	167	9	,	,	PUNCT
american_scientific_journal-4735	167	10	such	such	ADJ
american_scientific_journal-4735	167	11	as	as	ADP
american_scientific_journal-4735	167	12	driver	driver	NOUN
american_scientific_journal-4735	167	13	's	's	PART
american_scientific_journal-4735	167	14	gaze	gaze	NOUN
american_scientific_journal-4735	167	15	,	,	PUNCT
american_scientific_journal-4735	167	16	yawning	yawn	VERB
american_scientific_journal-4735	167	17	and	and	CCONJ
american_scientific_journal-4735	167	18	face	face	VERB
american_scientific_journal-4735	167	19	orientation	orientation	NOUN
american_scientific_journal-4735	167	20	so	so	SCONJ
american_scientific_journal-4735	167	21	that	that	SCONJ
american_scientific_journal-4735	167	22	the	the	DET
american_scientific_journal-4735	167	23	driving	drive	VERB
american_scientific_journal-4735	167	24	state	state	NOUN
american_scientific_journal-4735	167	25	can	can	AUX
american_scientific_journal-4735	167	26	be	be	AUX
american_scientific_journal-4735	167	27	evaluated	evaluate	VERB
american_scientific_journal-4735	167	28	more	more	ADV
american_scientific_journal-4735	167	29	comprehensively	comprehensively	ADV
american_scientific_journal-4735	167	30	.	.	PUNCT
american_scientific_journal-4735	168	1	•	•	ADP
american_scientific_journal-4735	168	2	to	to	PART
american_scientific_journal-4735	168	3	develop	develop	VERB
american_scientific_journal-4735	168	4	a	a	DET
american_scientific_journal-4735	168	5	face	face	NOUN
american_scientific_journal-4735	168	6	detection	detection	NOUN
american_scientific_journal-4735	168	7	and	and	CCONJ
american_scientific_journal-4735	168	8	alignment	alignment	ADJ
american_scientific_journal-4735	168	9	algorithm	algorithm	NOUN
american_scientific_journal-4735	168	10	with	with	ADP
american_scientific_journal-4735	168	11	stronger	strong	ADJ
american_scientific_journal-4735	168	12	robustness	robustness	NOUN
american_scientific_journal-4735	168	13	to	to	PART
american_scientific_journal-4735	168	14	face	face	VERB
american_scientific_journal-4735	168	15	posture	posture	NOUN
american_scientific_journal-4735	168	16	.	.	PUNCT
american_scientific_journal-4735	169	1	•	•	NOUN
american_scientific_journal-4735	169	2	to	to	PART
american_scientific_journal-4735	169	3	realize	realize	VERB
american_scientific_journal-4735	169	4	real	real	ADJ
american_scientific_journal-4735	169	5	-	-	PUNCT
american_scientific_journal-4735	169	6	time	time	NOUN
american_scientific_journal-4735	169	7	detection	detection	NOUN
american_scientific_journal-4735	169	8	of	of	ADP
american_scientific_journal-4735	169	9	driver	driver	NOUN
american_scientific_journal-4735	169	10	's	's	PART
american_scientific_journal-4735	169	11	driving	drive	VERB
american_scientific_journal-4735	169	12	state	state	NOUN
american_scientific_journal-4735	169	13	by	by	ADP
american_scientific_journal-4735	169	14	means	mean	NOUN
american_scientific_journal-4735	169	15	of	of	ADP
american_scientific_journal-4735	169	16	hardware	hardware	NOUN
american_scientific_journal-4735	169	17	and	and	CCONJ
american_scientific_journal-4735	169	18	software	software	NOUN
american_scientific_journal-4735	169	19	,	,	PUNCT
american_scientific_journal-4735	169	20	such	such	ADJ
american_scientific_journal-4735	169	21	as	as	ADP
american_scientific_journal-4735	169	22	constructing	construct	VERB
american_scientific_journal-4735	169	23	heterogeneous	heterogeneous	ADJ
american_scientific_journal-4735	169	24	chips	chip	NOUN
american_scientific_journal-4735	169	25	,	,	PUNCT
american_scientific_journal-4735	169	26	fixing	fix	VERB
american_scientific_journal-4735	169	27	point	point	NOUN
american_scientific_journal-4735	169	28	and	and	CCONJ
american_scientific_journal-4735	169	29	pruning	prune	VERB
american_scientific_journal-4735	169	30	network	network	NOUN
american_scientific_journal-4735	169	31	.	.	PUNCT
american_scientific_journal-4735	170	1	references	reference	NOUN
american_scientific_journal-4735	170	2	[	[	X
american_scientific_journal-4735	170	3	1	1	NUM
american_scientific_journal-4735	170	4	]	]	PUNCT
american_scientific_journal-4735	170	5	pratama	pratama	NOUN
american_scientific_journal-4735	170	6	b	b	PROPN
american_scientific_journal-4735	170	7	g	g	PROPN
american_scientific_journal-4735	170	8	,	,	PUNCT
american_scientific_journal-4735	170	9	ardiyanto	ardiyanto	ADP
american_scientific_journal-4735	170	10	i	i	PRON
american_scientific_journal-4735	170	11	,	,	PUNCT
american_scientific_journal-4735	170	12	adji	adji	PROPN
american_scientific_journal-4735	170	13	t	t	PROPN
american_scientific_journal-4735	170	14	b.	b.	PROPN
american_scientific_journal-4735	170	15	a	a	DET
american_scientific_journal-4735	170	16	review	review	NOUN
american_scientific_journal-4735	170	17	on	on	ADP
american_scientific_journal-4735	170	18	driver	driver	NOUN
american_scientific_journal-4735	170	19	drowsiness	drowsiness	NOUN
american_scientific_journal-4735	170	20	based	base	VERB
american_scientific_journal-4735	170	21	on	on	ADP
american_scientific_journal-4735	170	22	image	image	NOUN
american_scientific_journal-4735	170	23	,	,	PUNCT
american_scientific_journal-4735	170	24	bio	bio	NOUN
american_scientific_journal-4735	170	25	-	-	NOUN
american_scientific_journal-4735	170	26	signal	signal	NOUN
american_scientific_journal-4735	170	27	,	,	PUNCT
american_scientific_journal-4735	170	28	and	and	CCONJ
american_scientific_journal-4735	170	29	driver	driver	NOUN
american_scientific_journal-4735	170	30	behavior[c]//2017	behavior[c]//2017	PROPN
american_scientific_journal-4735	170	31	3rd	3rd	ADJ
american_scientific_journal-4735	170	32	international	international	ADJ
american_scientific_journal-4735	170	33	conference	conference	NOUN
american_scientific_journal-4735	170	34	on	on	ADP
american_scientific_journal-4735	170	35	science	science	NOUN
american_scientific_journal-4735	170	36	and	and	CCONJ
american_scientific_journal-4735	170	37	technology	technology	NOUN
american_scientific_journal-4735	170	38	-	-	PUNCT
american_scientific_journal-4735	170	39	computer	computer	NOUN
american_scientific_journal-4735	170	40	(	(	PUNCT
american_scientific_journal-4735	170	41	icst	icst	PROPN
american_scientific_journal-4735	170	42	)	)	PUNCT
american_scientific_journal-4735	170	43	.	.	PUNCT
american_scientific_journal-4735	171	1	ieee	ieee	PROPN
american_scientific_journal-4735	171	2	,	,	PUNCT
american_scientific_journal-4735	171	3	2017	2017	NUM
american_scientific_journal-4735	171	4	:	:	PUNCT
american_scientific_journal-4735	171	5	70	70	NUM
american_scientific_journal-4735	171	6	-	-	SYM
american_scientific_journal-4735	171	7	75	75	NUM
american_scientific_journal-4735	171	8	.	.	PUNCT
american_scientific_journal-4735	172	1	[	[	X
american_scientific_journal-4735	172	2	2	2	NUM
american_scientific_journal-4735	172	3	]	]	PUNCT
american_scientific_journal-4735	172	4	triyanti	triyanti	NOUN
american_scientific_journal-4735	172	5	v	v	NOUN
american_scientific_journal-4735	172	6	,	,	PUNCT
american_scientific_journal-4735	172	7	iridiastadi	iridiastadi	PROPN
american_scientific_journal-4735	172	8	h.	h.	NOUN
american_scientific_journal-4735	172	9	challenges	challenge	NOUN
american_scientific_journal-4735	172	10	in	in	ADP
american_scientific_journal-4735	172	11	detecting	detect	VERB
american_scientific_journal-4735	172	12	drowsiness	drowsiness	NOUN
american_scientific_journal-4735	172	13	based	base	VERB
american_scientific_journal-4735	172	14	on	on	ADP
american_scientific_journal-4735	172	15	driver	driver	NOUN
american_scientific_journal-4735	172	16	’s	’s	PART
american_scientific_journal-4735	172	17	behavior[c]//iop	behavior[c]//iop	PROPN
american_scientific_journal-4735	172	18	conference	conference	NOUN
american_scientific_journal-4735	172	19	series	series	NOUN
american_scientific_journal-4735	172	20	:	:	PUNCT
american_scientific_journal-4735	172	21	materials	material	NOUN
american_scientific_journal-4735	172	22	science	science	NOUN
american_scientific_journal-4735	172	23	and	and	CCONJ
american_scientific_journal-4735	172	24	engineering	engineering	NOUN
american_scientific_journal-4735	172	25	.	.	PUNCT
american_scientific_journal-4735	173	1	iop	iop	PROPN
american_scientific_journal-4735	173	2	publishing	publishing	NOUN
american_scientific_journal-4735	173	3	,	,	PUNCT
american_scientific_journal-4735	173	4	2017	2017	NUM
american_scientific_journal-4735	173	5	,	,	PUNCT
american_scientific_journal-4735	173	6	277(1	277(1	NUM
american_scientific_journal-4735	173	7	):	):	PUNCT
american_scientific_journal-4735	173	8	012042	012042	NUM
american_scientific_journal-4735	173	9	.	.	PUNCT
american_scientific_journal-4735	174	1	[	[	X
american_scientific_journal-4735	174	2	3	3	NUM
american_scientific_journal-4735	174	3	]	]	X
american_scientific_journal-4735	174	4	mardi	mardi	NOUN
american_scientific_journal-4735	174	5	z	z	PROPN
american_scientific_journal-4735	174	6	,	,	PUNCT
american_scientific_journal-4735	174	7	ashtiani	ashtiani	PROPN
american_scientific_journal-4735	174	8	s	s	PROPN
american_scientific_journal-4735	174	9	n	n	PRON
american_scientific_journal-4735	174	10	m	m	PROPN
american_scientific_journal-4735	174	11	,	,	PUNCT
american_scientific_journal-4735	174	12	mikaili	mikaili	ADJ
american_scientific_journal-4735	174	13	m.	m.	NOUN
american_scientific_journal-4735	174	14	eeg	eeg	PROPN
american_scientific_journal-4735	174	15	-	-	PUNCT
american_scientific_journal-4735	174	16	based	base	VERB
american_scientific_journal-4735	174	17	drowsiness	drowsiness	NOUN
american_scientific_journal-4735	174	18	detection	detection	NOUN
american_scientific_journal-4735	174	19	for	for	ADP
american_scientific_journal-4735	174	20	safe	safe	ADJ
american_scientific_journal-4735	174	21	driving	driving	NOUN
american_scientific_journal-4735	174	22	using	use	VERB
american_scientific_journal-4735	174	23	chaotic	chaotic	ADJ
american_scientific_journal-4735	174	24	features	feature	NOUN
american_scientific_journal-4735	174	25	and	and	CCONJ
american_scientific_journal-4735	174	26	statistical	statistical	ADJ
american_scientific_journal-4735	174	27	tests[j	tests[j	NOUN
american_scientific_journal-4735	174	28	]	]	PUNCT
american_scientific_journal-4735	174	29	.	.	PUNCT
american_scientific_journal-4735	175	1	journal	journal	PROPN
american_scientific_journal-4735	175	2	of	of	ADP
american_scientific_journal-4735	175	3	medical	medical	ADJ
american_scientific_journal-4735	175	4	signals	signal	NOUN
american_scientific_journal-4735	175	5	and	and	CCONJ
american_scientific_journal-4735	175	6	sensors	sensor	NOUN
american_scientific_journal-4735	175	7	,	,	PUNCT
american_scientific_journal-4735	175	8	2011	2011	NUM
american_scientific_journal-4735	175	9	,	,	PUNCT
american_scientific_journal-4735	175	10	1(2	1(2	NUM
american_scientific_journal-4735	175	11	):	):	PUNCT
american_scientific_journal-4735	175	12	130	130	NUM
american_scientific_journal-4735	175	13	.	.	PUNCT
american_scientific_journal-4735	176	1	[	[	X
american_scientific_journal-4735	176	2	4	4	X
american_scientific_journal-4735	176	3	]	]	X
american_scientific_journal-4735	176	4	jung	jung	PROPN
american_scientific_journal-4735	176	5	s	s	PROPN
american_scientific_journal-4735	176	6	j	j	PROPN
american_scientific_journal-4735	176	7	,	,	PUNCT
american_scientific_journal-4735	176	8	shin	shin	PROPN
american_scientific_journal-4735	176	9	h	h	PROPN
american_scientific_journal-4735	176	10	s	s	PROPN
american_scientific_journal-4735	176	11	,	,	PUNCT
american_scientific_journal-4735	176	12	chung	chung	PROPN
american_scientific_journal-4735	176	13	w	w	PROPN
american_scientific_journal-4735	176	14	y.	y.	PROPN
american_scientific_journal-4735	176	15	driver	driver	NOUN
american_scientific_journal-4735	176	16	fatigue	fatigue	NOUN
american_scientific_journal-4735	176	17	and	and	CCONJ
american_scientific_journal-4735	176	18	drowsiness	drowsiness	NOUN
american_scientific_journal-4735	176	19	monitoring	monitor	VERB
american_scientific_journal-4735	176	20	system	system	NOUN
american_scientific_journal-4735	176	21	with	with	ADP
american_scientific_journal-4735	176	22	embedded	embed	VERB
american_scientific_journal-4735	176	23	electrocardiogram	electrocardiogram	NOUN
american_scientific_journal-4735	176	24	sensor	sensor	NOUN
american_scientific_journal-4735	176	25	on	on	ADP
american_scientific_journal-4735	176	26	steering	steer	VERB
american_scientific_journal-4735	176	27	wheel[j	wheel[j	PROPN
american_scientific_journal-4735	176	28	]	]	PUNCT
american_scientific_journal-4735	176	29	.	.	PUNCT
american_scientific_journal-4735	177	1	iet	iet	PROPN
american_scientific_journal-4735	177	2	intelligent	intelligent	ADJ
american_scientific_journal-4735	177	3	transport	transport	NOUN
american_scientific_journal-4735	177	4	systems	system	NOUN
american_scientific_journal-4735	177	5	,	,	PUNCT
american_scientific_journal-4735	177	6	2014	2014	NUM
american_scientific_journal-4735	177	7	,	,	PUNCT
american_scientific_journal-4735	177	8	8(1	8(1	NOUN
american_scientific_journal-4735	177	9	):	):	PUNCT
american_scientific_journal-4735	177	10	43	43	NUM
american_scientific_journal-4735	177	11	-	-	SYM
american_scientific_journal-4735	177	12	50	50	NUM
american_scientific_journal-4735	177	13	.	.	PUNCT
american_scientific_journal-4735	178	1	[	[	X
american_scientific_journal-4735	178	2	5	5	NUM
american_scientific_journal-4735	178	3	]	]	X
american_scientific_journal-4735	178	4	fatourechi	fatourechi	PROPN
american_scientific_journal-4735	178	5	m	m	PROPN
american_scientific_journal-4735	178	6	,	,	PUNCT
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american_scientific_journal-4735	178	8	a	a	PROPN
american_scientific_journal-4735	178	9	,	,	PUNCT
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american_scientific_journal-4735	178	11	r	r	PROPN
american_scientific_journal-4735	178	12	k	k	PROPN
american_scientific_journal-4735	178	13	,	,	PUNCT
american_scientific_journal-4735	178	14	et	et	PROPN
american_scientific_journal-4735	178	15	al	al	PROPN
american_scientific_journal-4735	178	16	.	.	PROPN
american_scientific_journal-4735	178	17	emg	emg	PROPN
american_scientific_journal-4735	178	18	and	and	CCONJ
american_scientific_journal-4735	178	19	eog	eog	PROPN
american_scientific_journal-4735	178	20	artifacts	artifact	NOUN
american_scientific_journal-4735	178	21	in	in	ADP
american_scientific_journal-4735	178	22	brain	brain	NOUN
american_scientific_journal-4735	178	23	computer	computer	NOUN
american_scientific_journal-4735	178	24	interface	interface	NOUN
american_scientific_journal-4735	178	25	systems	system	NOUN
american_scientific_journal-4735	178	26	:	:	PUNCT
american_scientific_journal-4735	178	27	a	a	DET
american_scientific_journal-4735	178	28	survey[j	survey[j	PROPN
american_scientific_journal-4735	178	29	]	]	PUNCT
american_scientific_journal-4735	178	30	.	.	PUNCT
american_scientific_journal-4735	179	1	clinical	clinical	ADJ
american_scientific_journal-4735	179	2	neurophysiology	neurophysiology	NOUN
american_scientific_journal-4735	179	3	,	,	PUNCT
american_scientific_journal-4735	179	4	2007	2007	NUM
american_scientific_journal-4735	179	5	,	,	PUNCT
american_scientific_journal-4735	179	6	118(3	118(3	NUM
american_scientific_journal-4735	179	7	):	):	PUNCT
american_scientific_journal-4735	179	8	480	480	NUM
american_scientific_journal-4735	179	9	-	-	SYM
american_scientific_journal-4735	179	10	494	494	NUM
american_scientific_journal-4735	179	11	.	.	PUNCT
american_scientific_journal-4735	180	1	[	[	X
american_scientific_journal-4735	180	2	6	6	NUM
american_scientific_journal-4735	180	3	]	]	PUNCT
american_scientific_journal-4735	180	4	gasser	gasser	PROPN
american_scientific_journal-4735	180	5	t	t	PROPN
american_scientific_journal-4735	180	6	,	,	PUNCT
american_scientific_journal-4735	180	7	sroka	sroka	PROPN
american_scientific_journal-4735	180	8	l	l	PROPN
american_scientific_journal-4735	180	9	,	,	PUNCT
american_scientific_journal-4735	180	10	möcks	möck	NOUN
american_scientific_journal-4735	180	11	j.	j.	PROPN
american_scientific_journal-4735	180	12	the	the	DET
american_scientific_journal-4735	180	13	transfer	transfer	NOUN
american_scientific_journal-4735	180	14	of	of	ADP
american_scientific_journal-4735	180	15	eog	eog	PROPN
american_scientific_journal-4735	180	16	activity	activity	NOUN
american_scientific_journal-4735	180	17	into	into	ADP
american_scientific_journal-4735	180	18	the	the	DET
american_scientific_journal-4735	180	19	eeg	eeg	NOUN
american_scientific_journal-4735	180	20	for	for	ADP
american_scientific_journal-4735	180	21	eyes	eye	NOUN
american_scientific_journal-4735	180	22	open	open	ADJ
american_scientific_journal-4735	180	23	and	and	CCONJ
american_scientific_journal-4735	180	24	closed[j	closed[j	NOUN
american_scientific_journal-4735	180	25	]	]	PUNCT
american_scientific_journal-4735	180	26	.	.	PUNCT
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american_scientific_journal-4735	181	2	and	and	CCONJ
american_scientific_journal-4735	181	3	clinical	clinical	ADJ
american_scientific_journal-4735	181	4	neurophysiology	neurophysiology	NOUN
american_scientific_journal-4735	181	5	,	,	PUNCT
american_scientific_journal-4735	181	6	1985	1985	NUM
american_scientific_journal-4735	181	7	,	,	PUNCT
american_scientific_journal-4735	181	8	61(2	61(2	NUM
american_scientific_journal-4735	181	9	):	):	PUNCT
american_scientific_journal-4735	181	10	181	181	NUM
american_scientific_journal-4735	181	11	-	-	SYM
american_scientific_journal-4735	181	12	193	193	NUM
american_scientific_journal-4735	181	13	.	.	PUNCT
american_scientific_journal-4735	182	1	[	[	X
american_scientific_journal-4735	182	2	7	7	X
american_scientific_journal-4735	182	3	]	]	X
american_scientific_journal-4735	182	4	li	li	PROPN
american_scientific_journal-4735	182	5	z	z	PROPN
american_scientific_journal-4735	182	6	,	,	PUNCT
american_scientific_journal-4735	182	7	li	li	PROPN
american_scientific_journal-4735	182	8	s	s	PROPN
american_scientific_journal-4735	182	9	,	,	PUNCT
american_scientific_journal-4735	182	10	li	li	PROPN
american_scientific_journal-4735	182	11	r	r	PROPN
american_scientific_journal-4735	182	12	,	,	PUNCT
american_scientific_journal-4735	182	13	et	et	PROPN
american_scientific_journal-4735	183	1	al	al	PROPN
american_scientific_journal-4735	183	2	.	.	PUNCT
american_scientific_journal-4735	184	1	online	online	PROPN
american_scientific_journal-4735	184	2	detection	detection	NOUN
american_scientific_journal-4735	184	3	of	of	ADP
american_scientific_journal-4735	184	4	driver	driver	NOUN
american_scientific_journal-4735	184	5	fatigue	fatigue	NOUN
american_scientific_journal-4735	184	6	using	use	VERB
american_scientific_journal-4735	184	7	steering	steering	NOUN
american_scientific_journal-4735	184	8	wheel	wheel	NOUN
american_scientific_journal-4735	184	9	angles	angle	NOUN
american_scientific_journal-4735	184	10	for	for	ADP
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american_scientific_journal-4735	184	12	driving	drive	VERB
american_scientific_journal-4735	184	13	conditions[j	conditions[j	NOUN
american_scientific_journal-4735	184	14	]	]	PUNCT
american_scientific_journal-4735	184	15	.	.	PUNCT
american_scientific_journal-4735	185	1	sensors	sensor	NOUN
american_scientific_journal-4735	185	2	,	,	PUNCT
american_scientific_journal-4735	185	3	2017	2017	NUM
american_scientific_journal-4735	185	4	,	,	PUNCT
american_scientific_journal-4735	185	5	17(3	17(3	NUM
american_scientific_journal-4735	185	6	):	):	PUNCT
american_scientific_journal-4735	185	7	495	495	NUM
american_scientific_journal-4735	185	8	.	.	PUNCT
american_scientific_journal-4735	186	1	[	[	X
american_scientific_journal-4735	186	2	8	8	NUM
american_scientific_journal-4735	186	3	]	]	X
american_scientific_journal-4735	186	4	ma	ma	PROPN
american_scientific_journal-4735	186	5	j	j	PROPN
american_scientific_journal-4735	186	6	,	,	PUNCT
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american_scientific_journal-4735	186	8	y	y	PROPN
american_scientific_journal-4735	186	9	l	l	PROPN
american_scientific_journal-4735	186	10	,	,	PUNCT
american_scientific_journal-4735	186	11	zhao	zhao	PROPN
american_scientific_journal-4735	186	12	h.	h.	PROPN
american_scientific_journal-4735	186	13	real	real	ADJ
american_scientific_journal-4735	186	14	time	time	NOUN
american_scientific_journal-4735	186	15	drowsiness	drowsiness	NOUN
american_scientific_journal-4735	186	16	detection	detection	NOUN
american_scientific_journal-4735	186	17	based	base	VERB
american_scientific_journal-4735	186	18	on	on	ADP
american_scientific_journal-4735	186	19	lateral	lateral	ADJ
american_scientific_journal-4735	186	20	distance	distance	NOUN
american_scientific_journal-4735	186	21	using	use	VERB
american_scientific_journal-4735	186	22	wavelet	wavelet	NOUN
american_scientific_journal-4735	186	23	transform	transform	NOUN
american_scientific_journal-4735	186	24	and	and	CCONJ
american_scientific_journal-4735	186	25	neural	neural	ADJ
american_scientific_journal-4735	186	26	network[c]//2015	network[c]//2015	PRON
american_scientific_journal-4735	186	27	ieee	ieee	NOUN
american_scientific_journal-4735	186	28	symposium	symposium	NOUN
american_scientific_journal-4735	186	29	series	series	PROPN
american_scientific_journal-4735	186	30	on	on	ADP
american_scientific_journal-4735	186	31	computational	computational	ADJ
american_scientific_journal-4735	186	32	intelligence	intelligence	NOUN
american_scientific_journal-4735	186	33	.	.	PUNCT
american_scientific_journal-4735	187	1	ieee	ieee	PROPN
american_scientific_journal-4735	187	2	,	,	PUNCT
american_scientific_journal-4735	187	3	2015	2015	NUM
american_scientific_journal-4735	187	4	:	:	PUNCT
american_scientific_journal-4735	187	5	411	411	NUM
american_scientific_journal-4735	187	6	-	-	SYM
american_scientific_journal-4735	187	7	418	418	NUM
american_scientific_journal-4735	187	8	.	.	PUNCT
american_scientific_journal-4735	188	1	[	[	X
american_scientific_journal-4735	188	2	9	9	NUM
american_scientific_journal-4735	188	3	]	]	X
american_scientific_journal-4735	188	4	alioua	alioua	PRON
american_scientific_journal-4735	188	5	n	n	CCONJ
american_scientific_journal-4735	188	6	,	,	PUNCT
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american_scientific_journal-4735	188	8	a	a	PRON
american_scientific_journal-4735	188	9	,	,	PUNCT
american_scientific_journal-4735	188	10	rziza	rziza	ADJ
american_scientific_journal-4735	188	11	m.	m.	NOUN
american_scientific_journal-4735	188	12	driver	driver	NOUN
american_scientific_journal-4735	188	13	’s	’s	PART
american_scientific_journal-4735	188	14	fatigue	fatigue	NOUN
american_scientific_journal-4735	188	15	detection	detection	NOUN
american_scientific_journal-4735	188	16	based	base	VERB
american_scientific_journal-4735	188	17	on	on	ADP
american_scientific_journal-4735	188	18	yawning	yawn	VERB
american_scientific_journal-4735	188	19	extraction[j	extraction[j	PROPN
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american_scientific_journal-4735	188	21	.	.	PUNCT
american_scientific_journal-4735	189	1	international	international	ADJ
american_scientific_journal-4735	189	2	journal	journal	NOUN
american_scientific_journal-4735	189	3	of	of	ADP
american_scientific_journal-4735	189	4	vehicular	vehicular	ADJ
american_scientific_journal-4735	189	5	technology	technology	NOUN
american_scientific_journal-4735	189	6	,	,	PUNCT
american_scientific_journal-4735	189	7	2014	2014	NUM
american_scientific_journal-4735	189	8	,	,	PUNCT
american_scientific_journal-4735	189	9	2014	2014	NUM
american_scientific_journal-4735	189	10	.	.	PUNCT
american_scientific_journal-4735	190	1	american	american	ADJ
american_scientific_journal-4735	190	2	scientific	scientific	ADJ
american_scientific_journal-4735	190	3	research	research	PROPN
american_scientific_journal-4735	190	4	journal	journal	NOUN
american_scientific_journal-4735	190	5	for	for	ADP
american_scientific_journal-4735	190	6	engineering	engineering	NOUN
american_scientific_journal-4735	190	7	,	,	PUNCT
american_scientific_journal-4735	190	8	technology	technology	NOUN
american_scientific_journal-4735	190	9	,	,	PUNCT
american_scientific_journal-4735	190	10	and	and	CCONJ
american_scientific_journal-4735	190	11	sciences	science	NOUN
american_scientific_journal-4735	190	12	(	(	PUNCT
american_scientific_journal-4735	190	13	asrjets	asrjet	NOUN
american_scientific_journal-4735	190	14	)	)	PUNCT
american_scientific_journal-4735	190	15	(	(	PUNCT
american_scientific_journal-4735	190	16	2019	2019	NUM
american_scientific_journal-4735	190	17	)	)	PUNCT
american_scientific_journal-4735	190	18	volume	volume	NOUN
american_scientific_journal-4735	190	19	53	53	NUM
american_scientific_journal-4735	190	20	,	,	PUNCT
american_scientific_journal-4735	190	21	no	no	DET
american_scientific_journal-4735	190	22	1	1	NUM
american_scientific_journal-4735	190	23	,	,	PUNCT
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american_scientific_journal-4735	190	25	164	164	NUM
american_scientific_journal-4735	190	26	-	-	SYM
american_scientific_journal-4735	190	27	175	175	NUM
american_scientific_journal-4735	190	28	175	175	NUM
american_scientific_journal-4735	191	1	[	[	X
american_scientific_journal-4735	191	2	10	10	NUM
american_scientific_journal-4735	191	3	]	]	PUNCT
american_scientific_journal-4735	191	4	choi	choi	NOUN
american_scientific_journal-4735	191	5	i	i	PRON
american_scientific_journal-4735	191	6	h	h	NOUN
american_scientific_journal-4735	191	7	,	,	PUNCT
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american_scientific_journal-4735	191	12	pose	pose	VERB
american_scientific_journal-4735	191	13	and	and	CCONJ
american_scientific_journal-4735	191	14	gaze	gaze	NOUN
american_scientific_journal-4735	191	15	direction	direction	NOUN
american_scientific_journal-4735	191	16	tracking	tracking	NOUN
american_scientific_journal-4735	191	17	for	for	ADP
american_scientific_journal-4735	191	18	detecting	detect	VERB
american_scientific_journal-4735	191	19	a	a	DET
american_scientific_journal-4735	191	20	drowsy	drowsy	NOUN
american_scientific_journal-4735	191	21	driver[c]//2014	driver[c]//2014	PROPN
american_scientific_journal-4735	191	22	international	international	ADJ
american_scientific_journal-4735	191	23	conference	conference	NOUN
american_scientific_journal-4735	191	24	on	on	ADP
american_scientific_journal-4735	191	25	big	big	ADJ
american_scientific_journal-4735	191	26	data	datum	NOUN
american_scientific_journal-4735	191	27	and	and	CCONJ
american_scientific_journal-4735	191	28	smart	smart	ADJ
american_scientific_journal-4735	191	29	computing	computing	NOUN
american_scientific_journal-4735	191	30	(	(	PUNCT
american_scientific_journal-4735	191	31	bigcomp	bigcomp	NOUN
american_scientific_journal-4735	191	32	)	)	PUNCT
american_scientific_journal-4735	191	33	.	.	PUNCT
american_scientific_journal-4735	192	1	ieee	ieee	PROPN
american_scientific_journal-4735	192	2	,	,	PUNCT
american_scientific_journal-4735	192	3	2014	2014	NUM
american_scientific_journal-4735	192	4	:	:	PUNCT
american_scientific_journal-4735	192	5	241	241	NUM
american_scientific_journal-4735	192	6	-	-	SYM
american_scientific_journal-4735	192	7	244	244	NUM
american_scientific_journal-4735	192	8	.	.	PUNCT
american_scientific_journal-4735	193	1	[	[	X
american_scientific_journal-4735	193	2	11	11	NUM
american_scientific_journal-4735	193	3	]	]	X
american_scientific_journal-4735	193	4	karchani	karchani	PROPN
american_scientific_journal-4735	193	5	m	m	PROPN
american_scientific_journal-4735	193	6	,	,	PUNCT
american_scientific_journal-4735	193	7	mazloumi	mazloumi	VERB
american_scientific_journal-4735	193	8	a	a	X
american_scientific_journal-4735	193	9	,	,	PUNCT
american_scientific_journal-4735	193	10	saraji	saraji	PROPN
american_scientific_journal-4735	193	11	g	g	PROPN
american_scientific_journal-4735	193	12	n	n	PROPN
american_scientific_journal-4735	193	13	,	,	PUNCT
american_scientific_journal-4735	193	14	et	et	PROPN
american_scientific_journal-4735	193	15	al	al	PROPN
american_scientific_journal-4735	193	16	.	.	PUNCT
american_scientific_journal-4735	193	17	presenting	present	VERB
american_scientific_journal-4735	193	18	a	a	DET
american_scientific_journal-4735	193	19	model	model	NOUN
american_scientific_journal-4735	193	20	for	for	ADP
american_scientific_journal-4735	193	21	dynamic	dynamic	ADJ
american_scientific_journal-4735	193	22	facial	facial	ADJ
american_scientific_journal-4735	193	23	expression	expression	NOUN
american_scientific_journal-4735	193	24	changes	change	NOUN
american_scientific_journal-4735	193	25	in	in	ADP
american_scientific_journal-4735	193	26	detecting	detect	VERB
american_scientific_journal-4735	193	27	drivers	driver	NOUN
american_scientific_journal-4735	193	28	’	'	PUNCT
american_scientific_journal-4735	193	29	drowsiness[j	drowsiness[j	PROPN
american_scientific_journal-4735	193	30	]	]	PUNCT
american_scientific_journal-4735	193	31	.	.	PUNCT
american_scientific_journal-4735	194	1	electronic	electronic	ADJ
american_scientific_journal-4735	194	2	physician	physician	NOUN
american_scientific_journal-4735	194	3	,	,	PUNCT
american_scientific_journal-4735	194	4	2015	2015	NUM
american_scientific_journal-4735	194	5	,	,	PUNCT
american_scientific_journal-4735	194	6	7(2	7(2	NUM
american_scientific_journal-4735	194	7	):	):	PUNCT
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american_scientific_journal-4735	195	2	12	12	NUM
american_scientific_journal-4735	195	3	]	]	X
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american_scientific_journal-4735	195	5	d	d	PROPN
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american_scientific_journal-4735	195	7	,	,	PUNCT
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american_scientific_journal-4735	195	11	:	:	PUNCT
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american_scientific_journal-4735	196	15	-	-	PUNCT
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american_scientific_journal-4735	196	19	.	.	PUNCT
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american_scientific_journal-4735	197	5	y	y	PROPN
american_scientific_journal-4735	197	6	,	,	PUNCT
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american_scientific_journal-4735	198	2	,	,	PUNCT
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american_scientific_journal-4735	198	4	,	,	PUNCT
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american_scientific_journal-4735	198	6	):	):	PUNCT
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american_scientific_journal-4735	198	8	.	.	PUNCT
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american_scientific_journal-4735	199	2	14	14	NUM
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american_scientific_journal-4735	199	5	a	a	PROPN
american_scientific_journal-4735	199	6	,	,	PUNCT
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american_scientific_journal-4735	199	9	,	,	PUNCT
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american_scientific_journal-4735	199	20	in	in	ADP
american_scientific_journal-4735	199	21	neural	neural	ADJ
american_scientific_journal-4735	199	22	information	information	NOUN
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american_scientific_journal-4735	200	1	2012	2012	NUM
american_scientific_journal-4735	200	2	:	:	PUNCT
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american_scientific_journal-4735	200	4	-	-	SYM
american_scientific_journal-4735	200	5	1105	1105	NUM
american_scientific_journal-4735	200	6	.	.	PUNCT
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american_scientific_journal-4735	201	6	,	,	PUNCT
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american_scientific_journal-4735	202	4	,	,	PUNCT
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american_scientific_journal-4735	203	5	k	k	PROPN
american_scientific_journal-4735	203	6	,	,	PUNCT
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american_scientific_journal-4735	203	8	x	x	PROPN
american_scientific_journal-4735	203	9	,	,	PUNCT
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american_scientific_journal-4735	203	13	et	et	PROPN
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american_scientific_journal-4735	203	15	.	.	PUNCT
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american_scientific_journal-4735	205	1	2016	2016	NUM
american_scientific_journal-4735	205	2	:	:	PUNCT
american_scientific_journal-4735	206	1	770	770	NUM
american_scientific_journal-4735	206	2	-	-	SYM
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american_scientific_journal-4735	206	4	.	.	PUNCT
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american_scientific_journal-4735	207	2	17	17	NUM
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american_scientific_journal-4735	207	5	g	g	PROPN
american_scientific_journal-4735	207	6	,	,	PUNCT
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american_scientific_journal-4735	208	5	of	of	ADP
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american_scientific_journal-4735	208	8	conference	conference	NOUN
american_scientific_journal-4735	208	9	on	on	ADP
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american_scientific_journal-4735	208	15	.	.	PUNCT
american_scientific_journal-4735	209	1	2017	2017	NUM
american_scientific_journal-4735	209	2	:	:	SYM
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american_scientific_journal-4735	209	4	-	-	SYM
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american_scientific_journal-4735	209	6	.	.	PUNCT
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american_scientific_journal-4735	210	22	on	on	ADP
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american_scientific_journal-4735	210	28	.	.	PUNCT
american_scientific_journal-4735	211	1	2018	2018	NUM
american_scientific_journal-4735	211	2	:	:	PUNCT
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american_scientific_journal-4735	211	4	-	-	SYM
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american_scientific_journal-4735	211	6	.	.	PUNCT
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american_scientific_journal-4735	214	2	:	:	PUNCT
american_scientific_journal-4735	214	3	1	1	NUM
american_scientific_journal-4735	214	4	-	-	SYM
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american_scientific_journal-4735	214	6	.	.	PUNCT
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american_scientific_journal-4735	218	2	:	:	PUNCT
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american_scientific_journal-4735	218	4	-	-	SYM
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american_scientific_journal-4735	218	6	.	.	PUNCT
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american_scientific_journal-4735	219	6	,	,	PUNCT
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american_scientific_journal-4735	219	9	,	,	PUNCT
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american_scientific_journal-4735	219	11	z	z	PROPN
american_scientific_journal-4735	219	12	,	,	PUNCT
american_scientific_journal-4735	219	13	et	et	PROPN
american_scientific_journal-4735	219	14	al	al	PROPN
american_scientific_journal-4735	219	15	.	.	PUNCT
american_scientific_journal-4735	219	16	joint	joint	ADJ
american_scientific_journal-4735	219	17	face	face	NOUN
american_scientific_journal-4735	219	18	detection	detection	NOUN
american_scientific_journal-4735	219	19	and	and	CCONJ
american_scientific_journal-4735	219	20	alignment	alignment	NOUN
american_scientific_journal-4735	219	21	using	use	VERB
american_scientific_journal-4735	219	22	multitask	multitask	NOUN
american_scientific_journal-4735	219	23	cascaded	cascade	VERB
american_scientific_journal-4735	219	24	convolutional	convolutional	ADJ
american_scientific_journal-4735	219	25	networks[j	networks[j	NOUN
american_scientific_journal-4735	219	26	]	]	X
american_scientific_journal-4735	219	27	.	.	PUNCT
american_scientific_journal-4735	220	1	ieee	ieee	NOUN
american_scientific_journal-4735	220	2	signal	signal	NOUN
american_scientific_journal-4735	220	3	processing	processing	NOUN
american_scientific_journal-4735	220	4	letters	letter	NOUN
american_scientific_journal-4735	220	5	,	,	PUNCT
american_scientific_journal-4735	220	6	2016	2016	NUM
american_scientific_journal-4735	220	7	,	,	PUNCT
american_scientific_journal-4735	220	8	23(10	23(10	NUM
american_scientific_journal-4735	220	9	):	):	PUNCT
american_scientific_journal-4735	220	10	1499	1499	NUM
american_scientific_journal-4735	220	11	-	-	SYM
american_scientific_journal-4735	220	12	1503	1503	NUM
american_scientific_journal-4735	220	13	.	.	PUNCT
american_scientific_journal-4735	221	1	1	1	X
american_scientific_journal-4735	221	2	.	.	X
american_scientific_journal-4735	221	3	introduction	introduction	NOUN
american_scientific_journal-4735	221	4	2	2	NUM
american_scientific_journal-4735	221	5	.	.	PUNCT
american_scientific_journal-4735	221	6	methods	method	NOUN
american_scientific_journal-4735	221	7	2.1	2.1	NUM
american_scientific_journal-4735	221	8	software	software	NOUN
american_scientific_journal-4735	221	9	platform	platform	NOUN
american_scientific_journal-4735	221	10	and	and	CCONJ
american_scientific_journal-4735	221	11	hardware	hardware	NOUN
american_scientific_journal-4735	221	12	platform	platform	NOUN
american_scientific_journal-4735	221	13	2.2	2.2	NUM
american_scientific_journal-4735	221	14	extracting	extract	VERB
american_scientific_journal-4735	221	15	the	the	DET
american_scientific_journal-4735	221	16	region	region	NOUN
american_scientific_journal-4735	221	17	of	of	ADP
american_scientific_journal-4735	221	18	interest	interest	NOUN
american_scientific_journal-4735	221	19	2.3	2.3	NUM
american_scientific_journal-4735	221	20	eye	eye	NOUN
american_scientific_journal-4735	221	21	state	state	NOUN
american_scientific_journal-4735	221	22	recognition	recognition	NOUN
american_scientific_journal-4735	221	23	network	network	NOUN
american_scientific_journal-4735	221	24	2.4	2.4	NUM
american_scientific_journal-4735	221	25	flow	flow	NOUN
american_scientific_journal-4735	221	26	of	of	ADP
american_scientific_journal-4735	221	27	fatigue	fatigue	NOUN
american_scientific_journal-4735	221	28	detection	detection	NOUN
american_scientific_journal-4735	221	29	software	software	NOUN
american_scientific_journal-4735	221	30	3	3	NUM
american_scientific_journal-4735	221	31	.	.	PUNCT
american_scientific_journal-4735	221	32	experiment	experiment	NOUN
american_scientific_journal-4735	221	33	and	and	CCONJ
american_scientific_journal-4735	221	34	results	result	VERB
american_scientific_journal-4735	221	35	analysis	analysis	NOUN
american_scientific_journal-4735	221	36	3.1	3.1	NUM
american_scientific_journal-4735	221	37	tjpu	tjpu	NOUN
american_scientific_journal-4735	221	38	-	-	PUNCT
american_scientific_journal-4735	221	39	fdd	fdd	PROPN
american_scientific_journal-4735	221	40	dataset	dataset	VERB
american_scientific_journal-4735	221	41	3.2	3.2	NUM
american_scientific_journal-4735	221	42	face	face	NOUN
american_scientific_journal-4735	221	43	detection	detection	NOUN
american_scientific_journal-4735	221	44	and	and	CCONJ
american_scientific_journal-4735	221	45	alignment	alignment	ADJ
american_scientific_journal-4735	221	46	experiment	experiment	NOUN
american_scientific_journal-4735	221	47	3.3	3.3	NUM
american_scientific_journal-4735	221	48	experimental	experimental	ADJ
american_scientific_journal-4735	221	49	results	result	NOUN
american_scientific_journal-4735	221	50	and	and	CCONJ
american_scientific_journal-4735	221	51	analysis	analysis	NOUN
american_scientific_journal-4735	221	52	of	of	ADP
american_scientific_journal-4735	221	53	fatigue	fatigue	NOUN
american_scientific_journal-4735	221	54	driving	drive	VERB
american_scientific_journal-4735	221	55	detection	detection	NOUN
american_scientific_journal-4735	221	56	4	4	NUM
american_scientific_journal-4735	221	57	.	.	PUNCT
american_scientific_journal-4735	221	58	conclusion	conclusion	NOUN
american_scientific_journal-4735	221	59	5	5	NUM
american_scientific_journal-4735	221	60	.	.	PUNCT
american_scientific_journal-4735	222	1	recommendations	recommendation	NOUN
american_scientific_journal-4735	222	2	references	reference	NOUN