id	sid	tid	token	lemma	pos
ijassa-353	1	1	advances	advance	NOUN
ijassa-353	1	2	in	in	ADP
ijassa-353	1	3	systems	system	NOUN
ijassa-353	1	4	science	science	NOUN
ijassa-353	1	5	and	and	CCONJ
ijassa-353	1	6	application	application	NOUN
ijassa-353	1	7	(	(	PUNCT
ijassa-353	1	8	2016	2016	NUM
ijassa-353	1	9	)	)	PUNCT
ijassa-353	2	1	vol.16	vol.16	PROPN
ijassa-353	2	2	no.2	no.2	PROPN
ijassa-353	2	3	94	94	NUM
ijassa-353	2	4	-	-	SYM
ijassa-353	2	5	102	102	NUM
ijassa-353	2	6	driver	driver	NOUN
ijassa-353	2	7	drowsiness	drowsiness	NOUN
ijassa-353	2	8	detection	detection	NOUN
ijassa-353	2	9	system	system	NOUN
ijassa-353	2	10	meriem	meriem	PROPN
ijassa-353	2	11	boumehed1	boumehed1	PROPN
ijassa-353	2	12	,	,	PUNCT
ijassa-353	2	13	belal	belal	PROPN
ijassa-353	2	14	alshaqaqi2	alshaqaqi2	PROPN
ijassa-353	2	15	,	,	PUNCT
ijassa-353	2	16	abdullah	abdullah	PROPN
ijassa-353	2	17	salem	salem	PROPN
ijassa-353	2	18	baquhaizel2	baquhaizel2	NOUN
ijassa-353	2	19	and	and	CCONJ
ijassa-353	2	20	mohamed	mohamed	PROPN
ijassa-353	2	21	el	el	PROPN
ijassa-353	2	22	amine	amine	PROPN
ijassa-353	2	23	ouis2	ouis2	PROPN
ijassa-353	3	1	1preparatory	1preparatory	NUM
ijassa-353	3	2	school	school	NOUN
ijassa-353	3	3	in	in	ADP
ijassa-353	3	4	science	science	NOUN
ijassa-353	3	5	and	and	CCONJ
ijassa-353	3	6	technology	technology	NOUN
ijassa-353	3	7	2university	2university	PROPN
ijassa-353	3	8	of	of	ADP
ijassa-353	3	9	sciences	science	NOUN
ijassa-353	3	10	and	and	CCONJ
ijassa-353	3	11	technology	technology	NOUN
ijassa-353	3	12	of	of	ADP
ijassa-353	3	13	oran	oran	ADJ
ijassa-353	3	14	mohamed	mohamed	ADJ
ijassa-353	3	15	boudiaf	boudiaf	PROPN
ijassa-353	3	16	(	(	PUNCT
ijassa-353	3	17	usto	usto	VERB
ijassa-353	3	18	-	-	PUNCT
ijassa-353	3	19	mb	mb	NOUN
ijassa-353	3	20	)	)	PUNCT
ijassa-353	3	21	oran	oran	NOUN
ijassa-353	3	22	,	,	PUNCT
ijassa-353	3	23	algeria	algeria	PROPN
ijassa-353	3	24	abstract	abstract	ADJ
ijassa-353	3	25	drowsiness	drowsiness	NOUN
ijassa-353	3	26	and	and	CCONJ
ijassa-353	3	27	fatigue	fatigue	NOUN
ijassa-353	3	28	of	of	ADP
ijassa-353	3	29	drivers	driver	NOUN
ijassa-353	3	30	are	be	AUX
ijassa-353	3	31	amongst	amongst	ADP
ijassa-353	3	32	the	the	DET
ijassa-353	3	33	significant	significant	ADJ
ijassa-353	3	34	causes	cause	NOUN
ijassa-353	3	35	of	of	ADP
ijassa-353	3	36	road	road	NOUN
ijassa-353	3	37	accidents	accident	NOUN
ijassa-353	3	38	.	.	PUNCT
ijassa-353	4	1	every	every	DET
ijassa-353	4	2	year	year	NOUN
ijassa-353	4	3	,	,	PUNCT
ijassa-353	4	4	they	they	PRON
ijassa-353	4	5	increase	increase	VERB
ijassa-353	4	6	the	the	DET
ijassa-353	4	7	amounts	amount	NOUN
ijassa-353	4	8	of	of	ADP
ijassa-353	4	9	deaths	death	NOUN
ijassa-353	4	10	and	and	CCONJ
ijassa-353	4	11	fatalities	fatality	NOUN
ijassa-353	4	12	injuries	injury	NOUN
ijassa-353	4	13	globally	globally	ADV
ijassa-353	4	14	.	.	PUNCT
ijassa-353	5	1	in	in	ADP
ijassa-353	5	2	this	this	DET
ijassa-353	5	3	paper	paper	NOUN
ijassa-353	5	4	,	,	PUNCT
ijassa-353	5	5	a	a	DET
ijassa-353	5	6	module	module	NOUN
ijassa-353	5	7	for	for	ADP
ijassa-353	5	8	advanced	advanced	ADJ
ijassa-353	5	9	driver	driver	NOUN
ijassa-353	5	10	as	as	ADP
ijassa-353	5	11	-	-	PUNCT
ijassa-353	5	12	sistance	sistance	NOUN
ijassa-353	5	13	system	system	NOUN
ijassa-353	5	14	(	(	PUNCT
ijassa-353	5	15	adas	adas	PROPN
ijassa-353	5	16	)	)	PUNCT
ijassa-353	5	17	is	be	AUX
ijassa-353	5	18	presented	present	VERB
ijassa-353	5	19	to	to	PART
ijassa-353	5	20	reduce	reduce	VERB
ijassa-353	5	21	the	the	DET
ijassa-353	5	22	number	number	NOUN
ijassa-353	5	23	of	of	ADP
ijassa-353	5	24	accidents	accident	NOUN
ijassa-353	5	25	due	due	ADJ
ijassa-353	5	26	to	to	ADP
ijassa-353	5	27	drivers	driver	NOUN
ijassa-353	5	28	fatigue	fatigue	NOUN
ijassa-353	5	29	and	and	CCONJ
ijassa-353	5	30	hence	hence	ADV
ijassa-353	5	31	increase	increase	VERB
ijassa-353	5	32	the	the	DET
ijassa-353	5	33	transportation	transportation	NOUN
ijassa-353	5	34	safety	safety	NOUN
ijassa-353	5	35	;	;	PUNCT
ijassa-353	5	36	this	this	DET
ijassa-353	5	37	system	system	NOUN
ijassa-353	5	38	deals	deal	VERB
ijassa-353	5	39	with	with	ADP
ijassa-353	5	40	automatic	automatic	ADJ
ijassa-353	5	41	driver	driver	NOUN
ijassa-353	5	42	drowsiness	drowsiness	NOUN
ijassa-353	5	43	detection	detection	NOUN
ijassa-353	5	44	based	base	VERB
ijassa-353	5	45	on	on	ADP
ijassa-353	5	46	visual	visual	ADJ
ijassa-353	5	47	information	information	NOUN
ijassa-353	5	48	and	and	CCONJ
ijassa-353	5	49	artificial	artificial	ADJ
ijassa-353	5	50	intelligence	intelligence	NOUN
ijassa-353	5	51	.	.	PUNCT
ijassa-353	6	1	we	we	PRON
ijassa-353	6	2	proposed	propose	VERB
ijassa-353	6	3	an	an	DET
ijassa-353	6	4	algorithm	algorithm	NOUN
ijassa-353	6	5	to	to	PART
ijassa-353	6	6	locate	locate	VERB
ijassa-353	6	7	,	,	PUNCT
ijassa-353	6	8	track	track	NOUN
ijassa-353	6	9	,	,	PUNCT
ijassa-353	6	10	and	and	CCONJ
ijassa-353	6	11	analyze	analyze	VERB
ijassa-353	6	12	both	both	CCONJ
ijassa-353	6	13	the	the	DET
ijassa-353	6	14	drivers	driver	NOUN
ijassa-353	6	15	face	face	VERB
ijassa-353	6	16	and	and	CCONJ
ijassa-353	6	17	eyes	eye	NOUN
ijassa-353	6	18	to	to	PART
ijassa-353	6	19	measure	measure	VERB
ijassa-353	6	20	percentage	percentage	NOUN
ijassa-353	6	21	of	of	ADP
ijassa-353	6	22	eye	eye	NOUN
ijassa-353	6	23	dosure	dosure	NOUN
ijassa-353	6	24	,	,	PUNCT
ijassa-353	6	25	a	a	DET
ijassa-353	6	26	scientifically	scientifically	ADV
ijassa-353	6	27	supported	support	VERB
ijassa-353	6	28	measure	measure	NOUN
ijassa-353	6	29	of	of	ADP
ijassa-353	6	30	drowsiness	drowsiness	NOUN
ijassa-353	6	31	associated	associate	VERB
ijassa-353	6	32	with	with	ADP
ijassa-353	6	33	slow	slow	ADJ
ijassa-353	6	34	eye	eye	NOUN
ijassa-353	6	35	closure	closure	NOUN
ijassa-353	6	36	.	.	PUNCT
ijassa-353	7	1	keywords	keyword	VERB
ijassa-353	7	2	drowsiness	drowsiness	NOUN
ijassa-353	7	3	detection	detection	NOUN
ijassa-353	7	4	,	,	PUNCT
ijassa-353	7	5	adas	adas	PROPN
ijassa-353	7	6	,	,	PUNCT
ijassa-353	7	7	face	face	VERB
ijassa-353	7	8	detection	detection	NOUN
ijassa-353	7	9	and	and	CCONJ
ijassa-353	7	10	tracking	tracking	NOUN
ijassa-353	7	11	,	,	PUNCT
ijassa-353	7	12	eyes	eye	NOUN
ijassa-353	7	13	detection	detection	NOUN
ijassa-353	7	14	and	and	CCONJ
ijassa-353	7	15	tracking	track	VERB
ijassa-353	7	16	1	1	NUM
ijassa-353	7	17	introduction	introduction	NOUN
ijassa-353	7	18	currently	currently	ADV
ijassa-353	7	19	,	,	PUNCT
ijassa-353	7	20	transport	transport	NOUN
ijassa-353	7	21	systems	system	NOUN
ijassa-353	7	22	are	be	AUX
ijassa-353	7	23	an	an	DET
ijassa-353	7	24	essential	essential	ADJ
ijassa-353	7	25	part	part	NOUN
ijassa-353	7	26	of	of	ADP
ijassa-353	7	27	human	human	ADJ
ijassa-353	7	28	activities	activity	NOUN
ijassa-353	7	29	.	.	PUNCT
ijassa-353	8	1	we	we	PRON
ijassa-353	8	2	all	all	PRON
ijassa-353	8	3	can	can	AUX
ijassa-353	8	4	be	be	AUX
ijassa-353	8	5	victim	victim	NOUN
ijassa-353	8	6	of	of	ADP
ijassa-353	8	7	drowsiness	drowsiness	NOUN
ijassa-353	8	8	while	while	SCONJ
ijassa-353	8	9	driving	drive	VERB
ijassa-353	8	10	,	,	PUNCT
ijassa-353	8	11	simply	simply	ADV
ijassa-353	8	12	after	after	ADP
ijassa-353	8	13	a	a	DET
ijassa-353	8	14	night	night	NOUN
ijassa-353	8	15	’s	’s	PART
ijassa-353	8	16	sleep	sleep	NOUN
ijassa-353	8	17	too	too	ADV
ijassa-353	8	18	short	short	ADJ
ijassa-353	8	19	,	,	PUNCT
ijassa-353	8	20	altered	alter	VERB
ijassa-353	8	21	physical	physical	ADJ
ijassa-353	8	22	condition	condition	NOUN
ijassa-353	8	23	or	or	CCONJ
ijassa-353	8	24	during	during	ADP
ijassa-353	8	25	long	long	ADJ
ijassa-353	8	26	journeys	journey	NOUN
ijassa-353	8	27	.	.	PUNCT
ijassa-353	9	1	the	the	DET
ijassa-353	9	2	sensation	sensation	NOUN
ijassa-353	9	3	of	of	ADP
ijassa-353	9	4	sleep	sleep	NOUN
ijassa-353	9	5	reduces	reduce	VERB
ijassa-353	9	6	the	the	DET
ijassa-353	9	7	driver	driver	NOUN
ijassa-353	9	8	’s	’s	PART
ijassa-353	9	9	level	level	NOUN
ijassa-353	9	10	of	of	ADP
ijassa-353	9	11	vigilance	vigilance	NOUN
ijassa-353	9	12	producing	produce	VERB
ijassa-353	9	13	dangerous	dangerous	ADJ
ijassa-353	9	14	situations	situation	NOUN
ijassa-353	9	15	and	and	CCONJ
ijassa-353	9	16	increases	increase	VERB
ijassa-353	9	17	the	the	DET
ijassa-353	9	18	probability	probability	NOUN
ijassa-353	9	19	of	of	ADP
ijassa-353	9	20	an	an	DET
ijassa-353	9	21	occurrence	occurrence	NOUN
ijassa-353	9	22	of	of	ADP
ijassa-353	9	23	accidents	accident	NOUN
ijassa-353	9	24	.	.	PUNCT
ijassa-353	10	1	driver	driver	NOUN
ijassa-353	10	2	drowsiness	drowsiness	NOUN
ijassa-353	10	3	and	and	CCONJ
ijassa-353	10	4	fatigue	fatigue	NOUN
ijassa-353	10	5	are	be	AUX
ijassa-353	10	6	among	among	ADP
ijassa-353	10	7	the	the	DET
ijassa-353	10	8	important	important	ADJ
ijassa-353	10	9	causes	cause	NOUN
ijassa-353	10	10	of	of	ADP
ijassa-353	10	11	road	road	NOUN
ijassa-353	10	12	accidents	accident	NOUN
ijassa-353	10	13	.	.	PUNCT
ijassa-353	11	1	every	every	DET
ijassa-353	11	2	year	year	NOUN
ijassa-353	11	3	,	,	PUNCT
ijassa-353	11	4	they	they	PRON
ijassa-353	11	5	increase	increase	VERB
ijassa-353	11	6	the	the	DET
ijassa-353	11	7	number	number	NOUN
ijassa-353	11	8	of	of	ADP
ijassa-353	11	9	deaths	death	NOUN
ijassa-353	11	10	and	and	CCONJ
ijassa-353	11	11	fatalities	fatality	NOUN
ijassa-353	11	12	injuries	injury	NOUN
ijassa-353	11	13	globally	globally	ADV
ijassa-353	11	14	.	.	PUNCT
ijassa-353	12	1	in	in	ADP
ijassa-353	12	2	this	this	DET
ijassa-353	12	3	context	context	NOUN
ijassa-353	12	4	,	,	PUNCT
ijassa-353	12	5	it	it	PRON
ijassa-353	12	6	is	be	AUX
ijassa-353	12	7	important	important	ADJ
ijassa-353	12	8	to	to	PART
ijassa-353	12	9	use	use	VERB
ijassa-353	12	10	new	new	ADJ
ijassa-353	12	11	technologies	technology	NOUN
ijassa-353	12	12	to	to	PART
ijassa-353	12	13	design	design	VERB
ijassa-353	12	14	and	and	CCONJ
ijassa-353	12	15	build	build	VERB
ijassa-353	12	16	systems	system	NOUN
ijassa-353	12	17	that	that	PRON
ijassa-353	12	18	are	be	AUX
ijassa-353	12	19	able	able	ADJ
ijassa-353	12	20	to	to	PART
ijassa-353	12	21	monitor	monitor	VERB
ijassa-353	12	22	drivers	driver	NOUN
ijassa-353	12	23	and	and	CCONJ
ijassa-353	12	24	to	to	PART
ijassa-353	12	25	measure	measure	VERB
ijassa-353	12	26	their	their	PRON
ijassa-353	12	27	level	level	NOUN
ijassa-353	12	28	of	of	ADP
ijassa-353	12	29	attention	attention	NOUN
ijassa-353	12	30	during	during	ADP
ijassa-353	12	31	the	the	DET
ijassa-353	12	32	entire	entire	ADJ
ijassa-353	12	33	process	process	NOUN
ijassa-353	12	34	of	of	ADP
ijassa-353	12	35	driving	drive	VERB
ijassa-353	12	36	.	.	PUNCT
ijassa-353	13	1	in	in	ADP
ijassa-353	13	2	this	this	DET
ijassa-353	13	3	paper	paper	NOUN
ijassa-353	13	4	,	,	PUNCT
ijassa-353	13	5	a	a	DET
ijassa-353	13	6	module	module	NOUN
ijassa-353	13	7	for	for	ADP
ijassa-353	13	8	adas	adas	PROPN
ijassa-353	13	9	(	(	PUNCT
ijassa-353	13	10	advanced	advanced	ADJ
ijassa-353	13	11	driver	driver	NOUN
ijassa-353	13	12	assistance	assistance	NOUN
ijassa-353	13	13	system	system	NOUN
ijassa-353	13	14	)	)	PUNCT
ijassa-353	13	15	is	be	AUX
ijassa-353	13	16	presented	present	VERB
ijassa-353	13	17	in	in	ADP
ijassa-353	13	18	order	order	NOUN
ijassa-353	13	19	to	to	PART
ijassa-353	13	20	reduce	reduce	VERB
ijassa-353	13	21	the	the	DET
ijassa-353	13	22	number	number	NOUN
ijassa-353	13	23	of	of	ADP
ijassa-353	13	24	accidents	accident	NOUN
ijassa-353	13	25	caused	cause	VERB
ijassa-353	13	26	by	by	ADP
ijassa-353	13	27	driver	driver	NOUN
ijassa-353	13	28	fatigue	fatigue	NOUN
ijassa-353	13	29	and	and	CCONJ
ijassa-353	13	30	thus	thus	ADV
ijassa-353	13	31	improve	improve	VERB
ijassa-353	13	32	road	road	NOUN
ijassa-353	13	33	safety	safety	NOUN
ijassa-353	13	34	.	.	PUNCT
ijassa-353	14	1	this	this	DET
ijassa-353	14	2	system	system	NOUN
ijassa-353	14	3	treats	treat	VERB
ijassa-353	14	4	the	the	DET
ijassa-353	14	5	automatic	automatic	ADJ
ijassa-353	14	6	detection	detection	NOUN
ijassa-353	14	7	of	of	ADP
ijassa-353	14	8	driver	driver	NOUN
ijassa-353	14	9	drowsiness	drowsiness	NOUN
ijassa-353	14	10	based	base	VERB
ijassa-353	14	11	on	on	ADP
ijassa-353	14	12	visual	visual	ADJ
ijassa-353	14	13	information	information	NOUN
ijassa-353	14	14	and	and	CCONJ
ijassa-353	14	15	artificial	artificial	ADJ
ijassa-353	14	16	intelligence	intelligence	NOUN
ijassa-353	14	17	.	.	PUNCT
ijassa-353	15	1	we	we	PRON
ijassa-353	15	2	proposed	propose	VERB
ijassa-353	15	3	an	an	DET
ijassa-353	15	4	algorithm	algorithm	NOUN
ijassa-353	15	5	to	to	PART
ijassa-353	15	6	locate	locate	VERB
ijassa-353	15	7	,	,	PUNCT
ijassa-353	15	8	track	track	VERB
ijassa-353	15	9	and	and	CCONJ
ijassa-353	15	10	analyze	analyze	VERB
ijassa-353	15	11	both	both	CCONJ
ijassa-353	15	12	the	the	DET
ijassa-353	15	13	driver	driver	NOUN
ijassa-353	15	14	face	face	NOUN
ijassa-353	15	15	and	and	CCONJ
ijassa-353	15	16	eyes	eye	NOUN
ijassa-353	15	17	to	to	PART
ijassa-353	15	18	measure	measure	VERB
ijassa-353	15	19	percentage	percentage	NOUN
ijassa-353	15	20	of	of	ADP
ijassa-353	15	21	eye	eye	NOUN
ijassa-353	15	22	closure	closure	NOUN
ijassa-353	15	23	.	.	PUNCT
ijassa-353	16	1	the	the	DET
ijassa-353	16	2	remainder	remainder	NOUN
ijassa-353	16	3	of	of	ADP
ijassa-353	16	4	this	this	DET
ijassa-353	16	5	paper	paper	NOUN
ijassa-353	16	6	is	be	AUX
ijassa-353	16	7	organized	organize	VERB
ijassa-353	16	8	as	as	SCONJ
ijassa-353	16	9	follows	follow	VERB
ijassa-353	16	10	,	,	PUNCT
ijassa-353	16	11	section	section	NOUN
ijassa-353	16	12	2	2	NUM
ijassa-353	16	13	presents	present	VERB
ijassa-353	16	14	the	the	DET
ijassa-353	16	15	related	relate	VERB
ijassa-353	16	16	works	work	NOUN
ijassa-353	16	17	,	,	PUNCT
ijassa-353	16	18	section	section	NOUN
ijassa-353	16	19	3	3	NUM
ijassa-353	16	20	presents	present	VERB
ijassa-353	16	21	the	the	DET
ijassa-353	16	22	proposed	propose	VERB
ijassa-353	16	23	system	system	NOUN
ijassa-353	16	24	and	and	CCONJ
ijassa-353	16	25	the	the	DET
ijassa-353	16	26	implementation	implementation	NOUN
ijassa-353	16	27	of	of	ADP
ijassa-353	16	28	each	each	DET
ijassa-353	16	29	block	block	NOUN
ijassa-353	16	30	of	of	ADP
ijassa-353	16	31	the	the	DET
ijassa-353	16	32	system	system	NOUN
ijassa-353	16	33	,	,	PUNCT
ijassa-353	16	34	the	the	DET
ijassa-353	16	35	experimental	experimental	ADJ
ijassa-353	16	36	results	result	NOUN
ijassa-353	16	37	are	be	AUX
ijassa-353	16	38	shown	show	VERB
ijassa-353	16	39	in	in	ADP
ijassa-353	16	40	section	section	NOUN
ijassa-353	16	41	4	4	NUM
ijassa-353	16	42	and	and	CCONJ
ijassa-353	16	43	in	in	ADP
ijassa-353	16	44	the	the	DET
ijassa-353	16	45	last	last	ADJ
ijassa-353	16	46	section	section	NOUN
ijassa-353	16	47	conclusions	conclusion	NOUN
ijassa-353	16	48	and	and	CCONJ
ijassa-353	16	49	perspectives	perspective	NOUN
ijassa-353	16	50	are	be	AUX
ijassa-353	16	51	presented	present	VERB
ijassa-353	16	52	.	.	PUNCT
ijassa-353	17	1	advances	advance	NOUN
ijassa-353	17	2	in	in	ADP
ijassa-353	17	3	systems	system	NOUN
ijassa-353	17	4	science	science	NOUN
ijassa-353	17	5	and	and	CCONJ
ijassa-353	17	6	application	application	NOUN
ijassa-353	17	7	(	(	PUNCT
ijassa-353	17	8	2016	2016	NUM
ijassa-353	17	9	)	)	PUNCT
ijassa-353	18	1	vol.6	vol.6	PROPN
ijassa-353	18	2	no.2	no.2	NUM
ijassa-353	18	3	95	95	NUM
ijassa-353	18	4	2	2	NUM
ijassa-353	18	5	related	relate	VERB
ijassa-353	18	6	works	work	NOUN
ijassa-353	18	7	some	some	DET
ijassa-353	18	8	efforts	effort	NOUN
ijassa-353	18	9	have	have	AUX
ijassa-353	18	10	been	be	AUX
ijassa-353	18	11	reported	report	VERB
ijassa-353	18	12	in	in	ADP
ijassa-353	18	13	the	the	DET
ijassa-353	18	14	literature	literature	NOUN
ijassa-353	18	15	on	on	ADP
ijassa-353	18	16	the	the	DET
ijassa-353	18	17	development	development	NOUN
ijassa-353	18	18	of	of	ADP
ijassa-353	18	19	the	the	DET
ijassa-353	18	20	notintrusive	notintrusive	ADJ
ijassa-353	18	21	monitoring	monitoring	NOUN
ijassa-353	18	22	drowsiness	drowsiness	NOUN
ijassa-353	18	23	systems	system	NOUN
ijassa-353	18	24	based	base	VERB
ijassa-353	18	25	on	on	ADP
ijassa-353	18	26	the	the	DET
ijassa-353	18	27	vision	vision	NOUN
ijassa-353	18	28	.	.	PUNCT
ijassa-353	19	1	malla	malla	PROPN
ijassa-353	19	2	et	et	PROPN
ijassa-353	19	3	al.[1	al.[1	PROPN
ijassa-353	19	4	]	]	PUNCT
ijassa-353	19	5	develop	develop	VERB
ijassa-353	19	6	a	a	DET
ijassa-353	19	7	light	light	ADJ
ijassa-353	19	8	-	-	PUNCT
ijassa-353	19	9	insensitive	insensitive	ADJ
ijassa-353	19	10	system	system	NOUN
ijassa-353	19	11	.	.	PUNCT
ijassa-353	20	1	they	they	PRON
ijassa-353	20	2	used	use	VERB
ijassa-353	20	3	the	the	DET
ijassa-353	20	4	haar	haar	NOUN
ijassa-353	20	5	algorithm	algorithm	NOUN
ijassa-353	20	6	to	to	PART
ijassa-353	20	7	detect	detect	VERB
ijassa-353	20	8	objects[2	objects[2	PROPN
ijassa-353	20	9	]	]	PUNCT
ijassa-353	20	10	and	and	CCONJ
ijassa-353	20	11	face	face	NOUN
ijassa-353	20	12	classifier	classifier	NOUN
ijassa-353	20	13	implemented	implement	VERB
ijassa-353	20	14	by[3	by[3	VERB
ijassa-353	20	15	]	]	PUNCT
ijassa-353	20	16	in	in	ADP
ijassa-353	20	17	opencv[4	opencv[4	ADP
ijassa-353	20	18	]	]	X
ijassa-353	20	19	libraries	library	NOUN
ijassa-353	20	20	.	.	PUNCT
ijassa-353	21	1	eye	eye	NOUN
ijassa-353	21	2	regions	region	NOUN
ijassa-353	21	3	are	be	AUX
ijassa-353	21	4	derived	derive	VERB
ijassa-353	21	5	from	from	ADP
ijassa-353	21	6	the	the	DET
ijassa-353	21	7	facial	facial	ADJ
ijassa-353	21	8	region	region	NOUN
ijassa-353	21	9	with	with	ADP
ijassa-353	21	10	anthropometric	anthropometric	ADJ
ijassa-353	21	11	factors	factor	NOUN
ijassa-353	21	12	.	.	PUNCT
ijassa-353	22	1	then	then	ADV
ijassa-353	22	2	,	,	PUNCT
ijassa-353	22	3	they	they	PRON
ijassa-353	22	4	detect	detect	VERB
ijassa-353	22	5	the	the	DET
ijassa-353	22	6	eyelid	eyelid	NOUN
ijassa-353	22	7	to	to	PART
ijassa-353	22	8	measure	measure	VERB
ijassa-353	22	9	the	the	DET
ijassa-353	22	10	level	level	NOUN
ijassa-353	22	11	of	of	ADP
ijassa-353	22	12	eye	eye	NOUN
ijassa-353	22	13	closure	closure	NOUN
ijassa-353	22	14	.	.	PUNCT
ijassa-353	23	1	vitabile	vitabile	NOUN
ijassa-353	23	2	et	et	PROPN
ijassa-353	23	3	al	al	PROPN
ijassa-353	23	4	.	.	PROPN
ijassa-353	24	1	implement	implement	VERB
ijassa-353	24	2	a	a	DET
ijassa-353	24	3	system	system	NOUN
ijassa-353	24	4	to	to	PART
ijassa-353	24	5	detect	detect	VERB
ijassa-353	24	6	symptoms	symptom	NOUN
ijassa-353	24	7	of	of	ADP
ijassa-353	24	8	driver	driver	NOUN
ijassa-353	24	9	drowsiness	drowsiness	NOUN
ijassa-353	24	10	based	base	VERB
ijassa-353	24	11	on	on	ADP
ijassa-353	24	12	an	an	DET
ijassa-353	24	13	infrared	infrared	ADJ
ijassa-353	24	14	camera[5	camera[5	NOUN
ijassa-353	24	15	]	]	PUNCT
ijassa-353	24	16	.	.	PUNCT
ijassa-353	25	1	by	by	ADP
ijassa-353	25	2	exploiting	exploit	VERB
ijassa-353	25	3	the	the	DET
ijassa-353	25	4	phenomenon	phenomenon	NOUN
ijassa-353	25	5	of	of	ADP
ijassa-353	25	6	bright	bright	ADJ
ijassa-353	25	7	pupils	pupil	NOUN
ijassa-353	25	8	,	,	PUNCT
ijassa-353	25	9	an	an	DET
ijassa-353	25	10	algorithm	algorithm	NOUN
ijassa-353	25	11	for	for	ADP
ijassa-353	25	12	detecting	detect	VERB
ijassa-353	25	13	and	and	CCONJ
ijassa-353	25	14	tracking	track	VERB
ijassa-353	25	15	the	the	DET
ijassa-353	25	16	driver	driver	NOUN
ijassa-353	25	17	’s	’s	PART
ijassa-353	25	18	eyes	eye	NOUN
ijassa-353	25	19	has	have	AUX
ijassa-353	25	20	been	be	AUX
ijassa-353	25	21	developed	develop	VERB
ijassa-353	25	22	.	.	PUNCT
ijassa-353	26	1	when	when	SCONJ
ijassa-353	26	2	drowsiness	drowsiness	NOUN
ijassa-353	26	3	is	be	AUX
ijassa-353	26	4	detected	detect	VERB
ijassa-353	26	5	,	,	PUNCT
ijassa-353	26	6	the	the	DET
ijassa-353	26	7	system	system	NOUN
ijassa-353	26	8	warns	warn	VERB
ijassa-353	26	9	the	the	DET
ijassa-353	26	10	driver	driver	NOUN
ijassa-353	26	11	with	with	ADP
ijassa-353	26	12	an	an	DET
ijassa-353	26	13	alarm	alarm	NOUN
ijassa-353	26	14	message	message	NOUN
ijassa-353	26	15	.	.	PUNCT
ijassa-353	27	1	bhowmick	bhowmick	PROPN
ijassa-353	27	2	et	et	PROPN
ijassa-353	27	3	kumar	kumar	PROPN
ijassa-353	27	4	use	use	VERB
ijassa-353	27	5	the	the	DET
ijassa-353	27	6	otsu	otsu	NOUN
ijassa-353	27	7	thresholding	thresholde	VERB
ijassa-353	27	8	to	to	PART
ijassa-353	27	9	extract	extract	VERB
ijassa-353	27	10	face	face	NOUN
ijassa-353	27	11	region[6,7	region[6,7	PROPN
ijassa-353	27	12	]	]	PUNCT
ijassa-353	27	13	.	.	PUNCT
ijassa-353	28	1	the	the	DET
ijassa-353	28	2	localization	localization	NOUN
ijassa-353	28	3	of	of	ADP
ijassa-353	28	4	the	the	DET
ijassa-353	28	5	eye	eye	NOUN
ijassa-353	28	6	is	be	AUX
ijassa-353	28	7	done	do	VERB
ijassa-353	28	8	by	by	ADP
ijassa-353	28	9	locating	locate	VERB
ijassa-353	28	10	facial	facial	ADJ
ijassa-353	28	11	landmarks	landmark	NOUN
ijassa-353	28	12	such	such	ADJ
ijassa-353	28	13	as	as	ADP
ijassa-353	28	14	eyebrow	eyebrow	NOUN
ijassa-353	28	15	and	and	CCONJ
ijassa-353	28	16	possible	possible	ADJ
ijassa-353	28	17	face	face	NOUN
ijassa-353	28	18	center	center	NOUN
ijassa-353	28	19	.	.	PUNCT
ijassa-353	29	1	morphological	morphological	ADJ
ijassa-353	29	2	operation	operation	NOUN
ijassa-353	29	3	and	and	CCONJ
ijassa-353	29	4	k	k	NOUN
ijassa-353	29	5	-	-	PUNCT
ijassa-353	29	6	means	means	NOUN
ijassa-353	29	7	is	be	AUX
ijassa-353	29	8	used	use	VERB
ijassa-353	29	9	for	for	ADP
ijassa-353	29	10	accurate	accurate	ADJ
ijassa-353	29	11	eye	eye	NOUN
ijassa-353	29	12	segmentation	segmentation	NOUN
ijassa-353	29	13	.	.	PUNCT
ijassa-353	30	1	then	then	ADV
ijassa-353	30	2	a	a	DET
ijassa-353	30	3	set	set	NOUN
ijassa-353	30	4	of	of	ADP
ijassa-353	30	5	shape	shape	NOUN
ijassa-353	30	6	features	feature	NOUN
ijassa-353	30	7	are	be	AUX
ijassa-353	30	8	calculated	calculate	VERB
ijassa-353	30	9	and	and	CCONJ
ijassa-353	30	10	trained	train	VERB
ijassa-353	30	11	using	use	VERB
ijassa-353	30	12	non	non	ADJ
ijassa-353	30	13	-	-	ADJ
ijassa-353	30	14	linear	linear	ADJ
ijassa-353	30	15	svm	svm	NOUN
ijassa-353	30	16	to	to	PART
ijassa-353	30	17	get	get	VERB
ijassa-353	30	18	the	the	DET
ijassa-353	30	19	status	status	NOUN
ijassa-353	30	20	of	of	ADP
ijassa-353	30	21	the	the	DET
ijassa-353	30	22	eye	eye	NOUN
ijassa-353	30	23	.	.	PUNCT
ijassa-353	31	1	hong	hong	PROPN
ijassa-353	31	2	et	et	PROPN
ijassa-353	31	3	al	al	PROPN
ijassa-353	31	4	.	.	PROPN
ijassa-353	31	5	define	define	VERB
ijassa-353	31	6	a	a	DET
ijassa-353	31	7	system	system	NOUN
ijassa-353	31	8	for	for	ADP
ijassa-353	31	9	detecting	detect	VERB
ijassa-353	31	10	the	the	DET
ijassa-353	31	11	eye	eye	NOUN
ijassa-353	31	12	states	state	NOUN
ijassa-353	31	13	in	in	ADP
ijassa-353	31	14	real	real	ADJ
ijassa-353	31	15	time	time	NOUN
ijassa-353	31	16	to	to	PART
ijassa-353	31	17	identify	identify	VERB
ijassa-353	31	18	the	the	DET
ijassa-353	31	19	driver	driver	NOUN
ijassa-353	31	20	drowsiness	drowsiness	NOUN
ijassa-353	31	21	state[8	state[8	PROPN
ijassa-353	31	22	]	]	X
ijassa-353	31	23	.	.	PUNCT
ijassa-353	32	1	the	the	DET
ijassa-353	32	2	face	face	NOUN
ijassa-353	32	3	region	region	NOUN
ijassa-353	32	4	is	be	AUX
ijassa-353	32	5	detected	detect	VERB
ijassa-353	32	6	based	base	VERB
ijassa-353	32	7	on	on	ADP
ijassa-353	32	8	the	the	DET
ijassa-353	32	9	optimized	optimize	VERB
ijassa-353	32	10	jones	jones	NOUN
ijassa-353	32	11	and	and	CCONJ
ijassa-353	32	12	viola	viola	PROPN
ijassa-353	32	13	method[2	method[2	PROPN
ijassa-353	32	14	]	]	PUNCT
ijassa-353	32	15	.	.	PUNCT
ijassa-353	33	1	the	the	DET
ijassa-353	33	2	eye	eye	NOUN
ijassa-353	33	3	area	area	NOUN
ijassa-353	33	4	is	be	AUX
ijassa-353	33	5	obtained	obtain	VERB
ijassa-353	33	6	by	by	ADP
ijassa-353	33	7	an	an	DET
ijassa-353	33	8	horizontal	horizontal	ADJ
ijassa-353	33	9	projection	projection	NOUN
ijassa-353	33	10	.	.	PUNCT
ijassa-353	34	1	finally	finally	ADV
ijassa-353	34	2	,	,	PUNCT
ijassa-353	34	3	a	a	DET
ijassa-353	34	4	new	new	ADJ
ijassa-353	34	5	complexity	complexity	NOUN
ijassa-353	34	6	function	function	NOUN
ijassa-353	34	7	with	with	ADP
ijassa-353	34	8	a	a	DET
ijassa-353	34	9	dynamic	dynamic	ADJ
ijassa-353	34	10	threshold	threshold	NOUN
ijassa-353	34	11	to	to	PART
ijassa-353	34	12	identify	identify	VERB
ijassa-353	34	13	the	the	DET
ijassa-353	34	14	eye	eye	NOUN
ijassa-353	34	15	state	state	NOUN
ijassa-353	34	16	.	.	PUNCT
ijassa-353	35	1	tian	tian	ADJ
ijassa-353	35	2	et	et	PROPN
ijassa-353	35	3	qin	qin	PROPN
ijassa-353	35	4	build	build	VERB
ijassa-353	35	5	a	a	DET
ijassa-353	35	6	system	system	NOUN
ijassa-353	35	7	that	that	PRON
ijassa-353	35	8	checks	check	VERB
ijassa-353	35	9	the	the	DET
ijassa-353	35	10	driver	driver	NOUN
ijassa-353	35	11	eye	eye	NOUN
ijassa-353	35	12	states	state	NOUN
ijassa-353	35	13	.	.	PUNCT
ijassa-353	36	1	their	their	PRON
ijassa-353	36	2	system	system	NOUN
ijassa-353	36	3	uses	use	VERB
ijassa-353	36	4	the	the	DET
ijassa-353	36	5	cb	cb	PROPN
ijassa-353	36	6	and	and	CCONJ
ijassa-353	36	7	cr	cr	PROPN
ijassa-353	36	8	components	component	NOUN
ijassa-353	36	9	of	of	ADP
ijassa-353	36	10	the	the	DET
ijassa-353	36	11	ycbcr	ycbcr	NOUN
ijassa-353	36	12	color	color	NOUN
ijassa-353	36	13	space[9	space[9	ADV
ijassa-353	36	14	]	]	PUNCT
ijassa-353	36	15	.	.	PUNCT
ijassa-353	37	1	this	this	DET
ijassa-353	37	2	system	system	NOUN
ijassa-353	37	3	locates	locate	VERB
ijassa-353	37	4	the	the	DET
ijassa-353	37	5	face	face	NOUN
ijassa-353	37	6	with	with	ADP
ijassa-353	37	7	a	a	DET
ijassa-353	37	8	vertical	vertical	ADJ
ijassa-353	37	9	projection	projection	NOUN
ijassa-353	37	10	function	function	NOUN
ijassa-353	37	11	,	,	PUNCT
ijassa-353	37	12	and	and	CCONJ
ijassa-353	37	13	the	the	DET
ijassa-353	37	14	eyes	eye	NOUN
ijassa-353	37	15	with	with	ADP
ijassa-353	37	16	a	a	DET
ijassa-353	37	17	horizontal	horizontal	ADJ
ijassa-353	37	18	projection	projection	NOUN
ijassa-353	37	19	function	function	NOUN
ijassa-353	37	20	.	.	PUNCT
ijassa-353	38	1	once	once	SCONJ
ijassa-353	38	2	the	the	DET
ijassa-353	38	3	eyes	eye	NOUN
ijassa-353	38	4	are	be	AUX
ijassa-353	38	5	located	locate	VERB
ijassa-353	38	6	the	the	DET
ijassa-353	38	7	system	system	NOUN
ijassa-353	38	8	calculates	calculate	VERB
ijassa-353	38	9	the	the	DET
ijassa-353	38	10	eyes	eye	NOUN
ijassa-353	38	11	states	state	NOUN
ijassa-353	38	12	using	use	VERB
ijassa-353	38	13	a	a	DET
ijassa-353	38	14	function	function	NOUN
ijassa-353	38	15	of	of	ADP
ijassa-353	38	16	complexity	complexity	NOUN
ijassa-353	38	17	.	.	PUNCT
ijassa-353	39	1	under	under	ADP
ijassa-353	39	2	the	the	DET
ijassa-353	39	3	light	light	NOUN
ijassa-353	39	4	of	of	ADP
ijassa-353	39	5	what	what	PRON
ijassa-353	39	6	has	have	AUX
ijassa-353	39	7	been	be	AUX
ijassa-353	39	8	mentioned	mention	VERB
ijassa-353	39	9	above	above	ADV
ijassa-353	39	10	,	,	PUNCT
ijassa-353	39	11	the	the	DET
ijassa-353	39	12	identification	identification	NOUN
ijassa-353	39	13	of	of	ADP
ijassa-353	39	14	the	the	DET
ijassa-353	39	15	driver	driver	NOUN
ijassa-353	39	16	drowsy	drowsy	NOUN
ijassa-353	39	17	state	state	NOUN
ijassa-353	39	18	given	give	VERB
ijassa-353	39	19	by	by	ADP
ijassa-353	39	20	the	the	DET
ijassa-353	39	21	perclos	perclo	NOUN
ijassa-353	39	22	is	be	AUX
ijassa-353	39	23	generally	generally	ADV
ijassa-353	39	24	passed	pass	VERB
ijassa-353	39	25	by	by	ADP
ijassa-353	39	26	the	the	DET
ijassa-353	39	27	following	following	ADJ
ijassa-353	39	28	stages	stage	NOUN
ijassa-353	39	29	:	:	PUNCT
ijassa-353	39	30	1	1	X
ijassa-353	39	31	)	)	PUNCT
ijassa-353	39	32	face	face	NOUN
ijassa-353	39	33	detection	detection	NOUN
ijassa-353	39	34	,	,	PUNCT
ijassa-353	39	35	2	2	X
ijassa-353	39	36	)	)	PUNCT
ijassa-353	39	37	eyes	eye	NOUN
ijassa-353	39	38	location	location	NOUN
ijassa-353	39	39	,	,	PUNCT
ijassa-353	39	40	3	3	X
ijassa-353	39	41	)	)	PUNCT
ijassa-353	39	42	face	face	NOUN
ijassa-353	39	43	and	and	CCONJ
ijassa-353	39	44	eyes	eye	NOUN
ijassa-353	39	45	tracking	tracking	NOUN
ijassa-353	39	46	,	,	PUNCT
ijassa-353	39	47	4	4	X
ijassa-353	39	48	)	)	PUNCT
ijassa-353	39	49	identification	identification	NOUN
ijassa-353	39	50	of	of	ADP
ijassa-353	39	51	the	the	DET
ijassa-353	39	52	eyes	eye	NOUN
ijassa-353	39	53	states	state	NOUN
ijassa-353	39	54	,	,	PUNCT
ijassa-353	39	55	5	5	X
ijassa-353	39	56	)	)	PUNCT
ijassa-353	39	57	calculation	calculation	NOUN
ijassa-353	39	58	of	of	ADP
ijassa-353	39	59	perclos	perclo	NOUN
ijassa-353	39	60	and	and	CCONJ
ijassa-353	39	61	identification	identification	NOUN
ijassa-353	39	62	the	the	DET
ijassa-353	39	63	driver	driver	NOUN
ijassa-353	39	64	state	state	NOUN
ijassa-353	39	65	.	.	PUNCT
ijassa-353	40	1	3	3	NUM
ijassa-353	40	2	the	the	DET
ijassa-353	40	3	proposed	propose	VERB
ijassa-353	40	4	system	system	NOUN
ijassa-353	40	5	in	in	ADP
ijassa-353	40	6	this	this	DET
ijassa-353	40	7	section	section	NOUN
ijassa-353	40	8	,	,	PUNCT
ijassa-353	40	9	we	we	PRON
ijassa-353	40	10	discuss	discuss	VERB
ijassa-353	40	11	our	our	PRON
ijassa-353	40	12	presented	present	VERB
ijassa-353	40	13	system	system	NOUN
ijassa-353	40	14	which	which	PRON
ijassa-353	40	15	detects	detect	VERB
ijassa-353	40	16	driver	driver	NOUN
ijassa-353	40	17	drowsiness	drowsiness	NOUN
ijassa-353	40	18	.	.	PUNCT
ijassa-353	41	1	the	the	DET
ijassa-353	41	2	overall	overall	ADJ
ijassa-353	41	3	flowchart	flowchart	NOUN
ijassa-353	41	4	of	of	ADP
ijassa-353	41	5	our	our	PRON
ijassa-353	41	6	system	system	NOUN
ijassa-353	41	7	is	be	AUX
ijassa-353	41	8	shown	show	VERB
ijassa-353	41	9	in	in	ADP
ijassa-353	41	10	fig	fig	NOUN
ijassa-353	41	11	1	1	NUM
ijassa-353	41	12	.	.	X
ijassa-353	41	13	96	96	NUM
ijassa-353	41	14	meriem	meriem	PROPN
ijassa-353	41	15	b.	b.	PROPN
ijassa-353	41	16	,	,	PUNCT
ijassa-353	41	17	belal	belal	PROPN
ijassa-353	41	18	a.	a.	PROPN
ijassa-353	41	19	,	,	PUNCT
ijassa-353	41	20	abdullah	abdullah	PROPN
ijassa-353	41	21	salem	salem	PROPN
ijassa-353	41	22	b	b	PROPN
ijassa-353	41	23	,	,	PUNCT
ijassa-353	41	24	etc	etc	X
ijassa-353	41	25	:	:	PUNCT
ijassa-353	41	26	driver	driver	NOUN
ijassa-353	41	27	drowsiness	drowsiness	NOUN
ijassa-353	41	28	detection	detection	NOUN
ijassa-353	41	29	system	system	NOUN
ijassa-353	41	30	a.	a.	NOUN
ijassa-353	41	31	face	face	NOUN
ijassa-353	41	32	detection	detection	NOUN
ijassa-353	41	33	the	the	DET
ijassa-353	41	34	symmetry	symmetry	NOUN
ijassa-353	41	35	is	be	AUX
ijassa-353	41	36	one	one	NUM
ijassa-353	41	37	of	of	ADP
ijassa-353	41	38	the	the	DET
ijassa-353	41	39	most	most	ADV
ijassa-353	41	40	important	important	ADJ
ijassa-353	41	41	facial	facial	ADJ
ijassa-353	41	42	features.we	features.we	NOUN
ijassa-353	41	43	modeled	model	VERB
ijassa-353	41	44	the	the	DET
ijassa-353	41	45	symmetry	symmetry	NOUN
ijassa-353	41	46	in	in	ADP
ijassa-353	41	47	a	a	DET
ijassa-353	41	48	digital	digital	ADJ
ijassa-353	41	49	image	image	NOUN
ijassa-353	41	50	by	by	ADP
ijassa-353	41	51	a	a	DET
ijassa-353	41	52	one	one	NUM
ijassa-353	41	53	-	-	PUNCT
ijassa-353	41	54	dimensional	dimensional	ADJ
ijassa-353	41	55	signal	signal	NOUN
ijassa-353	41	56	(	(	PUNCT
ijassa-353	41	57	vector	vector	NOUN
ijassa-353	41	58	accumulator	accumulator	NOUN
ijassa-353	41	59	)	)	PUNCT
ijassa-353	41	60	with	with	ADP
ijassa-353	41	61	a	a	DET
ijassa-353	41	62	size	size	NOUN
ijassa-353	41	63	equal	equal	VERB
ijassa-353	41	64	the	the	DET
ijassa-353	41	65	width	width	NOUN
ijassa-353	41	66	of	of	ADP
ijassa-353	41	67	the	the	DET
ijassa-353	41	68	image	image	NOUN
ijassa-353	41	69	,	,	PUNCT
ijassa-353	41	70	which	which	PRON
ijassa-353	41	71	gives	give	VERB
ijassa-353	41	72	us	we	PRON
ijassa-353	41	73	the	the	DET
ijassa-353	41	74	value	value	NOUN
ijassa-353	41	75	corresponding	correspond	VERB
ijassa-353	41	76	to	to	ADP
ijassa-353	41	77	the	the	DET
ijassa-353	41	78	position	position	NOUN
ijassa-353	41	79	of	of	ADP
ijassa-353	41	80	the	the	DET
ijassa-353	41	81	vertical	vertical	ADJ
ijassa-353	41	82	axis	axis	NOUN
ijassa-353	41	83	of	of	ADP
ijassa-353	41	84	symmetry	symmetry	NOUN
ijassa-353	41	85	of	of	ADP
ijassa-353	41	86	objects	object	NOUN
ijassa-353	41	87	in	in	ADP
ijassa-353	41	88	the	the	DET
ijassa-353	41	89	image	image	NOUN
ijassa-353	41	90	.	.	PUNCT
ijassa-353	42	1	the	the	DET
ijassa-353	42	2	traditional	traditional	ADJ
ijassa-353	42	3	principle	principle	NOUN
ijassa-353	42	4	to	to	PART
ijassa-353	42	5	calculate	calculate	VERB
ijassa-353	42	6	the	the	DET
ijassa-353	42	7	signal	signal	NOUN
ijassa-353	42	8	of	of	ADP
ijassa-353	42	9	symmetry	symmetry	NOUN
ijassa-353	42	10	is	be	AUX
ijassa-353	42	11	for	for	ADP
ijassa-353	42	12	each	each	DET
ijassa-353	42	13	two	two	NUM
ijassa-353	42	14	white	white	ADJ
ijassa-353	42	15	pixels	pixel	NOUN
ijassa-353	42	16	which	which	PRON
ijassa-353	42	17	are	be	AUX
ijassa-353	42	18	on	on	ADP
ijassa-353	42	19	the	the	DET
ijassa-353	42	20	same	same	ADJ
ijassa-353	42	21	line	line	NOUN
ijassa-353	42	22	we	we	PRON
ijassa-353	42	23	increment	increment	VERB
ijassa-353	42	24	the	the	DET
ijassa-353	42	25	value	value	NOUN
ijassa-353	42	26	in	in	ADP
ijassa-353	42	27	the	the	DET
ijassa-353	42	28	medium	medium	NOUN
ijassa-353	42	29	between	between	ADP
ijassa-353	42	30	these	these	DET
ijassa-353	42	31	two	two	NUM
ijassa-353	42	32	pixels	pixel	NOUN
ijassa-353	42	33	in	in	ADP
ijassa-353	42	34	the	the	DET
ijassa-353	42	35	accumulating	accumulate	VERB
ijassa-353	42	36	vector	vector	NOUN
ijassa-353	42	37	.	.	PUNCT
ijassa-353	43	1	(	(	PUNCT
ijassa-353	43	2	the	the	DET
ijassa-353	43	3	algorithm	algorithm	NOUN
ijassa-353	43	4	is	be	AUX
ijassa-353	43	5	applied	apply	VERB
ijassa-353	43	6	on	on	ADP
ijassa-353	43	7	an	an	DET
ijassa-353	43	8	edge	edge	NOUN
ijassa-353	43	9	image	image	NOUN
ijassa-353	43	10	,	,	PUNCT
ijassa-353	43	11	we	we	PRON
ijassa-353	43	12	called	call	VERB
ijassa-353	43	13	a	a	DET
ijassa-353	43	14	white	white	ADJ
ijassa-353	43	15	pixel	pixel	NOUN
ijassa-353	43	16	:	:	PUNCT
ijassa-353	43	17	the	the	DET
ijassa-353	43	18	pixel	pixel	NOUN
ijassa-353	43	19	with	with	ADP
ijassa-353	43	20	value	value	NOUN
ijassa-353	43	21	1	1	NUM
ijassa-353	43	22	)	)	PUNCT
ijassa-353	43	23	.	.	PUNCT
ijassa-353	44	1	we	we	PRON
ijassa-353	44	2	introduce	introduce	VERB
ijassa-353	44	3	improvements	improvement	NOUN
ijassa-353	44	4	on	on	ADP
ijassa-353	44	5	the	the	DET
ijassa-353	44	6	calculation	calculation	NOUN
ijassa-353	44	7	algorithm	algorithm	NOUN
ijassa-353	44	8	of	of	ADP
ijassa-353	44	9	symmetry	symmetry	NOUN
ijassa-353	44	10	into	into	ADP
ijassa-353	44	11	an	an	DET
ijassa-353	44	12	image	image	NOUN
ijassa-353	44	13	to	to	PART
ijassa-353	44	14	adapt	adapt	VERB
ijassa-353	44	15	it	it	PRON
ijassa-353	44	16	to	to	ADP
ijassa-353	44	17	the	the	DET
ijassa-353	44	18	detection	detection	NOUN
ijassa-353	44	19	of	of	ADP
ijassa-353	44	20	face	face	NOUN
ijassa-353	44	21	,	,	PUNCT
ijassa-353	44	22	by	by	ADP
ijassa-353	44	23	applying	apply	VERB
ijassa-353	44	24	a	a	DET
ijassa-353	44	25	set	set	NOUN
ijassa-353	44	26	of	of	ADP
ijassa-353	44	27	rules	rule	NOUN
ijassa-353	44	28	to	to	PART
ijassa-353	44	29	provide	provide	VERB
ijassa-353	44	30	a	a	DET
ijassa-353	44	31	better	well	ADJ
ijassa-353	44	32	calculation	calculation	NOUN
ijassa-353	44	33	of	of	ADP
ijassa-353	44	34	symmetry	symmetry	NOUN
ijassa-353	44	35	of	of	ADP
ijassa-353	44	36	the	the	DET
ijassa-353	44	37	face	face	NOUN
ijassa-353	44	38	.	.	PUNCT
ijassa-353	45	1	instead	instead	ADV
ijassa-353	45	2	of	of	ADP
ijassa-353	45	3	computing	compute	VERB
ijassa-353	45	4	the	the	DET
ijassa-353	45	5	symmetry	symmetry	NOUN
ijassa-353	45	6	between	between	ADP
ijassa-353	45	7	two	two	NUM
ijassa-353	45	8	white	white	ADJ
ijassa-353	45	9	pixels	pixel	NOUN
ijassa-353	45	10	in	in	ADP
ijassa-353	45	11	the	the	DET
ijassa-353	45	12	image	image	NOUN
ijassa-353	45	13	,	,	PUNCT
ijassa-353	45	14	it	it	PRON
ijassa-353	45	15	is	be	AUX
ijassa-353	45	16	calculated	calculate	VERB
ijassa-353	45	17	between	between	ADP
ijassa-353	45	18	two	two	NUM
ijassa-353	45	19	windows	window	NOUN
ijassa-353	45	20	(	(	PUNCT
ijassa-353	45	21	z1	z1	NOUN
ijassa-353	45	22	and	and	CCONJ
ijassa-353	45	23	z2	z2	NUM
ijassa-353	45	24	)	)	PUNCT
ijassa-353	45	25	(	(	PUNCT
ijassa-353	45	26	fig.2	fig.2	PROPN
ijassa-353	45	27	)	)	PUNCT
ijassa-353	45	28	.	.	PUNCT
ijassa-353	46	1	fig	fig	NOUN
ijassa-353	46	2	.	.	PUNCT
ijassa-353	47	1	1	1	NUM
ijassa-353	47	2	flowchart	flowchart	NOUN
ijassa-353	47	3	of	of	ADP
ijassa-353	47	4	the	the	DET
ijassa-353	47	5	proposed	propose	VERB
ijassa-353	47	6	system	system	NOUN
ijassa-353	47	7	for	for	ADP
ijassa-353	47	8	each	each	DET
ijassa-353	47	9	window	window	NOUN
ijassa-353	47	10	z1	z1	NOUN
ijassa-353	47	11	,	,	PUNCT
ijassa-353	47	12	we	we	PRON
ijassa-353	47	13	sweep	sweep	VERB
ijassa-353	47	14	the	the	DET
ijassa-353	47	15	window	window	NOUN
ijassa-353	47	16	z2	z2	PROPN
ijassa-353	47	17	in	in	ADP
ijassa-353	47	18	the	the	DET
ijassa-353	47	19	area	area	NOUN
ijassa-353	47	20	determined	determine	VERB
ijassa-353	47	21	by	by	ADP
ijassa-353	47	22	the	the	DET
ijassa-353	47	23	parameters	parameter	NOUN
ijassa-353	47	24	s	s	PART
ijassa-353	47	25	min	min	NOUN
ijassa-353	47	26	,	,	PUNCT
ijassa-353	47	27	s	s	PART
ijassa-353	47	28	max	max	PROPN
ijassa-353	47	29	,	,	PUNCT
ijassa-353	47	30	and	and	CCONJ
ijassa-353	47	31	h.	h.	NOUN
ijassa-353	47	32	we	we	PRON
ijassa-353	47	33	increment	increment	VERB
ijassa-353	47	34	the	the	DET
ijassa-353	47	35	signal	signal	NOUN
ijassa-353	47	36	of	of	ADP
ijassa-353	47	37	symmetry	symmetry	NOUN
ijassa-353	47	38	between	between	ADP
ijassa-353	47	39	advances	advance	NOUN
ijassa-353	47	40	in	in	ADP
ijassa-353	47	41	systems	system	NOUN
ijassa-353	47	42	science	science	NOUN
ijassa-353	47	43	and	and	CCONJ
ijassa-353	47	44	application	application	NOUN
ijassa-353	47	45	(	(	PUNCT
ijassa-353	47	46	2016	2016	NUM
ijassa-353	47	47	)	)	PUNCT
ijassa-353	48	1	vol.6	vol.6	PROPN
ijassa-353	48	2	no.2	no.2	PROPN
ijassa-353	48	3	97	97	NUM
ijassa-353	48	4	these	these	DET
ijassa-353	48	5	two	two	NUM
ijassa-353	48	6	windows	window	NOUN
ijassa-353	48	7	if	if	SCONJ
ijassa-353	48	8	the	the	DET
ijassa-353	48	9	sum	sum	NOUN
ijassa-353	48	10	of	of	ADP
ijassa-353	48	11	white	white	ADJ
ijassa-353	48	12	pixels	pixel	NOUN
ijassa-353	48	13	is	be	AUX
ijassa-353	48	14	located	locate	VERB
ijassa-353	48	15	between	between	ADP
ijassa-353	48	16	two	two	NUM
ijassa-353	48	17	thresholds	threshold	NOUN
ijassa-353	48	18	s1	s1	NOUN
ijassa-353	48	19	(	(	PUNCT
ijassa-353	48	20	maximum	maximum	ADJ
ijassa-353	48	21	)	)	PUNCT
ijassa-353	48	22	and	and	CCONJ
ijassa-353	48	23	s2	s2	PROPN
ijassa-353	48	24	(	(	PUNCT
ijassa-353	48	25	minimum	minimum	NOUN
ijassa-353	48	26	)	)	PUNCT
ijassa-353	48	27	.	.	PUNCT
ijassa-353	49	1	fig	fig	NOUN
ijassa-353	49	2	.	.	PUNCT
ijassa-353	50	1	2	2	NUM
ijassa-353	51	1	the	the	DET
ijassa-353	51	2	new	new	ADJ
ijassa-353	51	3	method	method	NOUN
ijassa-353	51	4	to	to	PART
ijassa-353	51	5	improve	improve	VERB
ijassa-353	51	6	the	the	DET
ijassa-353	51	7	calculation	calculation	NOUN
ijassa-353	51	8	of	of	ADP
ijassa-353	51	9	the	the	DET
ijassa-353	51	10	symmetry	symmetry	NOUN
ijassa-353	51	11	in	in	ADP
ijassa-353	51	12	the	the	DET
ijassa-353	51	13	image	image	NOUN
ijassa-353	51	14	(	(	PUNCT
ijassa-353	51	15	a	a	X
ijassa-353	51	16	)	)	PUNCT
ijassa-353	51	17	original	original	ADJ
ijassa-353	51	18	image	image	NOUN
ijassa-353	51	19	(	(	PUNCT
ijassa-353	51	20	b	b	NOUN
ijassa-353	51	21	)	)	PUNCT
ijassa-353	51	22	edge	edge	NOUN
ijassa-353	51	23	detection	detection	NOUN
ijassa-353	51	24	(	(	PUNCT
ijassa-353	51	25	c	c	NOUN
ijassa-353	51	26	)	)	PUNCT
ijassa-353	51	27	symmetry	symmetry	NOUN
ijassa-353	51	28	signal	signal	NOUN
ijassa-353	51	29	(	(	PUNCT
ijassa-353	51	30	d	d	NOUN
ijassa-353	51	31	)	)	PUNCT
ijassa-353	51	32	localization	localization	NOUN
ijassa-353	51	33	of	of	ADP
ijassa-353	51	34	the	the	DET
ijassa-353	51	35	maximum	maximum	NOUN
ijassa-353	51	36	of	of	ADP
ijassa-353	51	37	symmetry	symmetry	NOUN
ijassa-353	51	38	(	(	PUNCT
ijassa-353	51	39	e	e	NOUN
ijassa-353	51	40	)	)	PUNCT
ijassa-353	51	41	region	region	NOUN
ijassa-353	51	42	of	of	ADP
ijassa-353	51	43	interest	interest	NOUN
ijassa-353	51	44	roi	roi	NOUN
ijassa-353	51	45	(	(	PUNCT
ijassa-353	51	46	f	f	X
ijassa-353	51	47	)	)	PUNCT
ijassa-353	51	48	result	result	VERB
ijassa-353	51	49	fig	fig	NOUN
ijassa-353	51	50	.	.	PUNCT
ijassa-353	51	51	3	3	NUM
ijassa-353	51	52	face	face	NOUN
ijassa-353	51	53	detection	detection	NOUN
ijassa-353	51	54	using	use	VERB
ijassa-353	51	55	symmetry	symmetry	NOUN
ijassa-353	51	56	then	then	ADV
ijassa-353	51	57	we	we	PRON
ijassa-353	51	58	extract	extract	VERB
ijassa-353	51	59	the	the	DET
ijassa-353	51	60	vertical	vertical	ADJ
ijassa-353	51	61	region	region	NOUN
ijassa-353	51	62	of	of	ADP
ijassa-353	51	63	the	the	DET
ijassa-353	51	64	image	image	NOUN
ijassa-353	51	65	contours	contours	NOUN
ijassa-353	51	66	(	(	PUNCT
ijassa-353	51	67	region	region	NOUN
ijassa-353	51	68	of	of	ADP
ijassa-353	51	69	interest	interest	NOUN
ijassa-353	51	70	roi	roi	PROPN
ijassa-353	51	71	)	)	PUNCT
ijassa-353	51	72	corresponding	correspond	VERB
ijassa-353	51	73	to	to	ADP
ijassa-353	51	74	the	the	DET
ijassa-353	51	75	maximum	maximum	ADJ
ijassa-353	51	76	index	index	NOUN
ijassa-353	51	77	of	of	ADP
ijassa-353	51	78	the	the	DET
ijassa-353	51	79	obtained	obtain	VERB
ijassa-353	51	80	signal	signal	NOUN
ijassa-353	51	81	of	of	ADP
ijassa-353	51	82	symmetry	symmetry	NOUN
ijassa-353	51	83	.	.	PUNCT
ijassa-353	52	1	next	next	ADV
ijassa-353	52	2	,	,	PUNCT
ijassa-353	52	3	we	we	PRON
ijassa-353	52	4	take	take	VERB
ijassa-353	52	5	a	a	DET
ijassa-353	52	6	rectangle	rectangle	NOUN
ijassa-353	52	7	with	with	ADP
ijassa-353	52	8	an	an	DET
ijassa-353	52	9	estimated	estimate	VERB
ijassa-353	52	10	size	size	NOUN
ijassa-353	52	11	of	of	ADP
ijassa-353	52	12	face	face	NOUN
ijassa-353	52	13	(	(	PUNCT
ijassa-353	52	14	because	because	SCONJ
ijassa-353	52	15	the	the	DET
ijassa-353	52	16	camera	camera	NOUN
ijassa-353	52	17	is	be	AUX
ijassa-353	52	18	fixed	fix	VERB
ijassa-353	52	19	and	and	CCONJ
ijassa-353	52	20	the	the	DET
ijassa-353	52	21	driver	driver	NOUN
ijassa-353	52	22	moves	move	VERB
ijassa-353	52	23	in	in	ADP
ijassa-353	52	24	a	a	DET
ijassa-353	52	25	limited	limited	ADJ
ijassa-353	52	26	zone	zone	NOUN
ijassa-353	52	27	so	so	SCONJ
ijassa-353	52	28	we	we	PRON
ijassa-353	52	29	can	can	AUX
ijassa-353	52	30	estimate	estimate	VERB
ijassa-353	52	31	the	the	DET
ijassa-353	52	32	size	size	NOUN
ijassa-353	52	33	of	of	ADP
ijassa-353	52	34	the	the	DET
ijassa-353	52	35	face	face	NOUN
ijassa-353	52	36	using	use	VERB
ijassa-353	52	37	the	the	DET
ijassa-353	52	38	camera	camera	NOUN
ijassa-353	52	39	focal	focal	ADJ
ijassa-353	52	40	length	length	NOUN
ijassa-353	52	41	after	after	ADP
ijassa-353	52	42	the	the	DET
ijassa-353	52	43	step	step	NOUN
ijassa-353	52	44	of	of	ADP
ijassa-353	52	45	camera	camera	NOUN
ijassa-353	52	46	calibration	calibration	NOUN
ijassa-353	52	47	)	)	PUNCT
ijassa-353	52	48	and	and	CCONJ
ijassa-353	52	49	we	we	PRON
ijassa-353	52	50	98	98	NUM
ijassa-353	52	51	meriem	meriem	PROPN
ijassa-353	52	52	b.	b.	PROPN
ijassa-353	52	53	,	,	PUNCT
ijassa-353	52	54	belal	belal	PROPN
ijassa-353	52	55	a.	a.	PROPN
ijassa-353	52	56	,	,	PUNCT
ijassa-353	52	57	abdullah	abdullah	PROPN
ijassa-353	52	58	salem	salem	PROPN
ijassa-353	52	59	b	b	PROPN
ijassa-353	52	60	,	,	PUNCT
ijassa-353	52	61	etc	etc	X
ijassa-353	52	62	:	:	PUNCT
ijassa-353	52	63	driver	driver	NOUN
ijassa-353	52	64	drowsiness	drowsiness	NOUN
ijassa-353	52	65	detection	detection	NOUN
ijassa-353	52	66	system	system	NOUN
ijassa-353	52	67	scan	scan	VERB
ijassa-353	52	68	the	the	DET
ijassa-353	52	69	roi	roi	NOUN
ijassa-353	52	70	by	by	ADP
ijassa-353	52	71	searching	search	VERB
ijassa-353	52	72	the	the	DET
ijassa-353	52	73	region	region	NOUN
ijassa-353	52	74	that	that	PRON
ijassa-353	52	75	contains	contain	VERB
ijassa-353	52	76	the	the	DET
ijassa-353	52	77	maximum	maximum	ADJ
ijassa-353	52	78	energy	energy	NOUN
ijassa-353	52	79	corresponding	corresponding	NOUN
ijassa-353	52	80	to	to	ADP
ijassa-353	52	81	the	the	DET
ijassa-353	52	82	face	face	NOUN
ijassa-353	52	83	(	(	PUNCT
ijassa-353	52	84	fig.3	fig.3	PROPN
ijassa-353	52	85	)	)	PUNCT
ijassa-353	52	86	.	.	PUNCT
ijassa-353	53	1	we	we	PRON
ijassa-353	53	2	propose	propose	VERB
ijassa-353	53	3	a	a	DET
ijassa-353	53	4	checking	checking	NOUN
ijassa-353	53	5	on	on	ADP
ijassa-353	53	6	two	two	NUM
ijassa-353	53	7	axes	axis	NOUN
ijassa-353	53	8	:	:	PUNCT
ijassa-353	53	9	the	the	DET
ijassa-353	53	10	position	position	NOUN
ijassa-353	53	11	variance	variance	NOUN
ijassa-353	53	12	of	of	ADP
ijassa-353	53	13	the	the	DET
ijassa-353	53	14	face	face	NOUN
ijassa-353	53	15	detected	detect	VERB
ijassa-353	53	16	according	accord	VERB
ijassa-353	53	17	to	to	ADP
ijassa-353	53	18	time	time	NOUN
ijassa-353	53	19	;	;	PUNCT
ijassa-353	53	20	i.e.	i.e.	X
ijassa-353	53	21	,	,	PUNCT
ijassa-353	53	22	in	in	ADP
ijassa-353	53	23	several	several	ADJ
ijassa-353	53	24	successive	successive	ADJ
ijassa-353	53	25	images	image	NOUN
ijassa-353	53	26	,	,	PUNCT
ijassa-353	53	27	it	it	PRON
ijassa-353	53	28	is	be	AUX
ijassa-353	53	29	necessary	necessary	ADJ
ijassa-353	53	30	that	that	SCONJ
ijassa-353	53	31	the	the	DET
ijassa-353	53	32	variance	variance	NOUN
ijassa-353	53	33	of	of	ADP
ijassa-353	53	34	the	the	DET
ijassa-353	53	35	positions	position	NOUN
ijassa-353	53	36	of	of	ADP
ijassa-353	53	37	the	the	DET
ijassa-353	53	38	detected	detect	VERB
ijassa-353	53	39	face	face	NOUN
ijassa-353	53	40	is	be	AUX
ijassa-353	53	41	limited	limit	VERB
ijassa-353	53	42	;	;	PUNCT
ijassa-353	53	43	because	because	SCONJ
ijassa-353	53	44	the	the	DET
ijassa-353	53	45	speed	speed	NOUN
ijassa-353	53	46	of	of	ADP
ijassa-353	53	47	movement	movement	NOUN
ijassa-353	53	48	of	of	ADP
ijassa-353	53	49	the	the	DET
ijassa-353	53	50	face	face	NOUN
ijassa-353	53	51	is	be	AUX
ijassa-353	53	52	limited	limit	VERB
ijassa-353	53	53	of	of	ADP
ijassa-353	53	54	some	some	DET
ijassa-353	53	55	pixels	pixel	NOUN
ijassa-353	53	56	from	from	ADP
ijassa-353	53	57	a	a	DET
ijassa-353	53	58	frame	frame	NOUN
ijassa-353	53	59	to	to	ADP
ijassa-353	53	60	another	another	DET
ijassa-353	53	61	frame	frame	NOUN
ijassa-353	53	62	which	which	PRON
ijassa-353	53	63	follows	follow	VERB
ijassa-353	53	64	.	.	PUNCT
ijassa-353	54	1	b.	b.	PROPN
ijassa-353	54	2	eyes	eye	NOUN
ijassa-353	54	3	localization	localization	NOUN
ijassa-353	54	4	since	since	SCONJ
ijassa-353	54	5	the	the	DET
ijassa-353	54	6	eyes	eye	NOUN
ijassa-353	54	7	are	be	AUX
ijassa-353	54	8	always	always	ADV
ijassa-353	54	9	in	in	ADP
ijassa-353	54	10	a	a	DET
ijassa-353	54	11	defined	define	VERB
ijassa-353	54	12	area	area	NOUN
ijassa-353	54	13	in	in	ADP
ijassa-353	54	14	the	the	DET
ijassa-353	54	15	face	face	NOUN
ijassa-353	54	16	(	(	PUNCT
ijassa-353	54	17	facial	facial	ADJ
ijassa-353	54	18	anthropometric	anthropometric	ADJ
ijassa-353	54	19	properties	property	NOUN
ijassa-353	54	20	)	)	PUNCT
ijassa-353	54	21	,	,	PUNCT
ijassa-353	54	22	we	we	PRON
ijassa-353	54	23	limit	limit	VERB
ijassa-353	54	24	our	our	PRON
ijassa-353	54	25	research	research	NOUN
ijassa-353	54	26	in	in	ADP
ijassa-353	54	27	the	the	DET
ijassa-353	54	28	area	area	NOUN
ijassa-353	54	29	between	between	ADP
ijassa-353	54	30	the	the	DET
ijassa-353	54	31	forehead	forehead	NOUN
ijassa-353	54	32	and	and	CCONJ
ijassa-353	54	33	the	the	DET
ijassa-353	54	34	mouth	mouth	NOUN
ijassa-353	54	35	(	(	PUNCT
ijassa-353	54	36	eye	eye	NOUN
ijassa-353	54	37	region	region	NOUN
ijassa-353	54	38	of	of	ADP
ijassa-353	54	39	interest	interest	NOUN
ijassa-353	54	40	’	'	PUNCT
ijassa-353	54	41	eroi	eroi	NOUN
ijassa-353	54	42	’	'	PUNCT
ijassa-353	54	43	)	)	PUNCT
ijassa-353	55	1	(	(	PUNCT
ijassa-353	55	2	fig.4.a	fig.4.a	NOUN
ijassa-353	55	3	)	)	PUNCT
ijassa-353	55	4	.	.	PUNCT
ijassa-353	56	1	we	we	PRON
ijassa-353	56	2	benefit	benefit	VERB
ijassa-353	56	3	from	from	ADP
ijassa-353	56	4	the	the	DET
ijassa-353	56	5	symmetrical	symmetrical	ADJ
ijassa-353	56	6	characteristic	characteristic	NOUN
ijassa-353	56	7	of	of	ADP
ijassa-353	56	8	the	the	DET
ijassa-353	56	9	eyes	eye	NOUN
ijassa-353	56	10	to	to	PART
ijassa-353	56	11	detect	detect	VERB
ijassa-353	56	12	them	they	PRON
ijassa-353	56	13	in	in	ADP
ijassa-353	56	14	the	the	DET
ijassa-353	56	15	face	face	NOUN
ijassa-353	56	16	.	.	PUNCT
ijassa-353	57	1	first	first	ADV
ijassa-353	57	2	,	,	PUNCT
ijassa-353	57	3	we	we	PRON
ijassa-353	57	4	sweep	sweep	VERB
ijassa-353	57	5	vertically	vertically	ADV
ijassa-353	57	6	the	the	DET
ijassa-353	57	7	eroi	eroi	NOUN
ijassa-353	57	8	by	by	ADP
ijassa-353	57	9	a	a	DET
ijassa-353	57	10	rectangular	rectangular	ADJ
ijassa-353	57	11	mask	mask	NOUN
ijassa-353	57	12	with	with	ADP
ijassa-353	57	13	an	an	DET
ijassa-353	57	14	estimated	estimate	VERB
ijassa-353	57	15	height	height	NOUN
ijassa-353	57	16	of	of	ADP
ijassa-353	57	17	height	height	NOUN
ijassa-353	57	18	of	of	ADP
ijassa-353	57	19	the	the	DET
ijassa-353	57	20	eye	eye	NOUN
ijassa-353	57	21	and	and	CCONJ
ijassa-353	57	22	a	a	DET
ijassa-353	57	23	width	width	NOUN
ijassa-353	57	24	equal	equal	ADJ
ijassa-353	57	25	to	to	ADP
ijassa-353	57	26	the	the	DET
ijassa-353	57	27	width	width	NOUN
ijassa-353	57	28	of	of	ADP
ijassa-353	57	29	the	the	DET
ijassa-353	57	30	face	face	NOUN
ijassa-353	57	31	,	,	PUNCT
ijassa-353	57	32	and	and	CCONJ
ijassa-353	57	33	we	we	PRON
ijassa-353	57	34	calculate	calculate	VERB
ijassa-353	57	35	the	the	DET
ijassa-353	57	36	symmetry	symmetry	NOUN
ijassa-353	57	37	.	.	PUNCT
ijassa-353	58	1	the	the	DET
ijassa-353	58	2	eye	eye	NOUN
ijassa-353	58	3	area	area	NOUN
ijassa-353	58	4	corresponds	correspond	VERB
ijassa-353	58	5	to	to	ADP
ijassa-353	58	6	the	the	DET
ijassa-353	58	7	position	position	NOUN
ijassa-353	58	8	which	which	PRON
ijassa-353	58	9	has	have	VERB
ijassa-353	58	10	a	a	DET
ijassa-353	58	11	high	high	ADJ
ijassa-353	58	12	measurement	measurement	NOUN
ijassa-353	58	13	of	of	ADP
ijassa-353	58	14	symmetry	symmetry	NOUN
ijassa-353	58	15	.	.	PUNCT
ijassa-353	59	1	then	then	ADV
ijassa-353	59	2	,	,	PUNCT
ijassa-353	59	3	in	in	ADP
ijassa-353	59	4	this	this	DET
ijassa-353	59	5	obtained	obtain	VERB
ijassa-353	59	6	region	region	NOUN
ijassa-353	59	7	,	,	PUNCT
ijassa-353	59	8	we	we	PRON
ijassa-353	59	9	calculate	calculate	VERB
ijassa-353	59	10	the	the	DET
ijassa-353	59	11	symmetry	symmetry	NOUN
ijassa-353	59	12	again	again	ADV
ijassa-353	59	13	in	in	ADP
ijassa-353	59	14	both	both	PRON
ijassa-353	59	15	left	left	ADJ
ijassa-353	59	16	and	and	CCONJ
ijassa-353	59	17	right	right	ADJ
ijassa-353	59	18	sides	side	NOUN
ijassa-353	59	19	.	.	PUNCT
ijassa-353	60	1	the	the	DET
ijassa-353	60	2	highest	high	ADJ
ijassa-353	60	3	value	value	NOUN
ijassa-353	60	4	corresponds	correspond	VERB
ijassa-353	60	5	to	to	ADP
ijassa-353	60	6	the	the	DET
ijassa-353	60	7	center	center	NOUN
ijassa-353	60	8	of	of	ADP
ijassa-353	60	9	the	the	DET
ijassa-353	60	10	eye	eye	NOUN
ijassa-353	60	11	.	.	PUNCT
ijassa-353	61	1	the	the	DET
ijassa-353	61	2	result	result	NOUN
ijassa-353	61	3	is	be	AUX
ijassa-353	61	4	shown	show	VERB
ijassa-353	61	5	in	in	ADP
ijassa-353	61	6	fig.4.b	fig.4.b	NOUN
ijassa-353	61	7	.	.	PUNCT
ijassa-353	62	1	(	(	PUNCT
ijassa-353	62	2	a	a	X
ijassa-353	62	3	)	)	PUNCT
ijassa-353	62	4	eroi	eroi	NOUN
ijassa-353	62	5	(	(	PUNCT
ijassa-353	62	6	b	b	NOUN
ijassa-353	62	7	)	)	PUNCT
ijassa-353	62	8	result	result	NOUN
ijassa-353	62	9	fig	fig	NOUN
ijassa-353	62	10	.	.	PUNCT
ijassa-353	63	1	4	4	NUM
ijassa-353	63	2	eyes	eye	NOUN
ijassa-353	63	3	localization	localization	NOUN
ijassa-353	63	4	using	use	VERB
ijassa-353	63	5	symmetry	symmetry	NOUN
ijassa-353	63	6	c.	c.	PROPN
ijassa-353	63	7	tracking	track	VERB
ijassa-353	63	8	the	the	DET
ijassa-353	63	9	tracking	tracking	NOUN
ijassa-353	63	10	is	be	AUX
ijassa-353	63	11	done	do	VERB
ijassa-353	63	12	by	by	ADP
ijassa-353	63	13	template	template	NOUN
ijassa-353	63	14	matching	matching	NOUN
ijassa-353	63	15	using	use	VERB
ijassa-353	63	16	the	the	DET
ijassa-353	63	17	sad	sad	ADJ
ijassa-353	63	18	algorithm	algorithm	NOUN
ijassa-353	63	19	(	(	PUNCT
ijassa-353	63	20	sum	sum	NOUN
ijassa-353	63	21	of	of	ADP
ijassa-353	63	22	absolute	absolute	ADJ
ijassa-353	63	23	differences	difference	NOUN
ijassa-353	63	24	)	)	PUNCT
ijassa-353	63	25	.	.	PUNCT
ijassa-353	64	1	sad(x	sad(x	ADV
ijassa-353	64	2	,	,	PUNCT
ijassa-353	64	3	y	y	NOUN
ijassa-353	64	4	)	)	PUNCT
ijassa-353	65	1	=	=	PUNCT
ijassa-353	66	1	n∑	n∑	NOUN
ijassa-353	66	2	i=1	i=1	PROPN
ijassa-353	67	1	m∑	m∑	INTJ
ijassa-353	67	2	i=1	i=1	PROPN
ijassa-353	68	1	|i(x+	|i(x+	NOUN
ijassa-353	68	2	i	i	PRON
ijassa-353	68	3	,	,	PUNCT
ijassa-353	68	4	y	y	PROPN
ijassa-353	68	5	+	+	CCONJ
ijassa-353	68	6	j)−m(i	j)−m(i	ADV
ijassa-353	68	7	,	,	PUNCT
ijassa-353	68	8	j)|	j)|	X
ijassa-353	68	9	(	(	PUNCT
ijassa-353	68	10	1	1	X
ijassa-353	68	11	)	)	PUNCT
ijassa-353	68	12	we	we	PRON
ijassa-353	68	13	proposed	propose	VERB
ijassa-353	68	14	to	to	PART
ijassa-353	68	15	make	make	VERB
ijassa-353	68	16	a	a	DET
ijassa-353	68	17	regular	regular	ADJ
ijassa-353	68	18	update	update	NOUN
ijassa-353	68	19	of	of	ADP
ijassa-353	68	20	the	the	DET
ijassa-353	68	21	reference	reference	NOUN
ijassa-353	68	22	model	model	NOUN
ijassa-353	68	23	m	m	VERB
ijassa-353	68	24	to	to	PART
ijassa-353	68	25	adjust	adjust	VERB
ijassa-353	68	26	it	it	PRON
ijassa-353	68	27	every	every	DET
ijassa-353	68	28	time	time	NOUN
ijassa-353	68	29	when	when	SCONJ
ijassa-353	68	30	light	light	ADJ
ijassa-353	68	31	conditions	condition	NOUN
ijassa-353	68	32	changes	change	NOUN
ijassa-353	68	33	while	while	SCONJ
ijassa-353	68	34	driving	drive	VERB
ijassa-353	68	35	,	,	PUNCT
ijassa-353	68	36	by	by	ADP
ijassa-353	68	37	making	make	VERB
ijassa-353	68	38	a	a	DET
ijassa-353	68	39	tracking	tracking	NOUN
ijassa-353	68	40	advances	advance	NOUN
ijassa-353	68	41	in	in	ADP
ijassa-353	68	42	systems	system	NOUN
ijassa-353	68	43	science	science	NOUN
ijassa-353	68	44	and	and	CCONJ
ijassa-353	68	45	application	application	NOUN
ijassa-353	68	46	(	(	PUNCT
ijassa-353	68	47	2016	2016	NUM
ijassa-353	68	48	)	)	PUNCT
ijassa-353	68	49	vol.6	vol.6	PROPN
ijassa-353	68	50	no.2	no.2	PROPN
ijassa-353	68	51	99	99	NUM
ijassa-353	68	52	test	test	NOUN
ijassa-353	68	53	:	:	PUNCT
ijassa-353	68	54	tracking	track	VERB
ijassa-353	68	55	=	=	PUNCT
ijassa-353	68	56	{	{	PUNCT
ijassa-353	68	57	good	good	ADJ
ijassa-353	68	58	if	if	SCONJ
ijassa-353	68	59	sad	sad	ADJ
ijassa-353	68	60	≤	≤	X
ijassa-353	68	61	th	th	X
ijassa-353	68	62	bad	bad	ADJ
ijassa-353	68	63	if	if	SCONJ
ijassa-353	68	64	sad	sad	ADJ
ijassa-353	68	65	>	>	X
ijassa-353	68	66	th	th	X
ijassa-353	68	67	(	(	PUNCT
ijassa-353	68	68	2	2	NUM
ijassa-353	68	69	)	)	PUNCT
ijassa-353	68	70	d.	d.	PROPN
ijassa-353	68	71	eyes	eye	NOUN
ijassa-353	68	72	states	state	VERB
ijassa-353	68	73	the	the	DET
ijassa-353	68	74	determination	determination	NOUN
ijassa-353	68	75	of	of	ADP
ijassa-353	68	76	the	the	DET
ijassa-353	68	77	eye	eye	NOUN
ijassa-353	68	78	state	state	NOUN
ijassa-353	68	79	is	be	AUX
ijassa-353	68	80	to	to	PART
ijassa-353	68	81	classify	classify	VERB
ijassa-353	68	82	the	the	DET
ijassa-353	68	83	eye	eye	NOUN
ijassa-353	68	84	into	into	ADP
ijassa-353	68	85	two	two	NUM
ijassa-353	68	86	states	state	NOUN
ijassa-353	68	87	:	:	PUNCT
ijassa-353	68	88	open	open	ADJ
ijassa-353	68	89	or	or	CCONJ
ijassa-353	68	90	closed	closed	ADJ
ijassa-353	68	91	.	.	PUNCT
ijassa-353	69	1	we	we	PRON
ijassa-353	69	2	use	use	VERB
ijassa-353	69	3	the	the	DET
ijassa-353	69	4	hough	hough	PROPN
ijassa-353	69	5	transform	transform	VERB
ijassa-353	69	6	for	for	ADP
ijassa-353	69	7	circles	circle	NOUN
ijassa-353	69	8	[	[	X
ijassa-353	69	9	10	10	NUM
ijassa-353	69	10	]	]	X
ijassa-353	69	11	(	(	PUNCT
ijassa-353	69	12	htc	htc	NOUN
ijassa-353	69	13	)	)	PUNCT
ijassa-353	69	14	on	on	ADP
ijassa-353	69	15	the	the	DET
ijassa-353	69	16	image	image	NOUN
ijassa-353	69	17	of	of	ADP
ijassa-353	69	18	the	the	DET
ijassa-353	69	19	eye	eye	NOUN
ijassa-353	69	20	to	to	PART
ijassa-353	69	21	detect	detect	VERB
ijassa-353	69	22	the	the	DET
ijassa-353	69	23	iris	iris	NOUN
ijassa-353	69	24	.	.	PUNCT
ijassa-353	70	1	for	for	ADP
ijassa-353	70	2	that	that	PRON
ijassa-353	70	3	,	,	PUNCT
ijassa-353	70	4	we	we	PRON
ijassa-353	70	5	apply	apply	VERB
ijassa-353	70	6	the	the	DET
ijassa-353	70	7	htc	htc	NOUN
ijassa-353	70	8	to	to	ADP
ijassa-353	70	9	the	the	DET
ijassa-353	70	10	edge	edge	NOUN
ijassa-353	70	11	image	image	NOUN
ijassa-353	70	12	of	of	ADP
ijassa-353	70	13	the	the	DET
ijassa-353	70	14	eye	eye	NOUN
ijassa-353	70	15	to	to	PART
ijassa-353	70	16	detect	detect	VERB
ijassa-353	70	17	the	the	DET
ijassa-353	70	18	circles	circle	NOUN
ijassa-353	70	19	with	with	ADP
ijassa-353	70	20	defined	define	VERB
ijassa-353	70	21	rays	ray	NOUN
ijassa-353	70	22	,	,	PUNCT
ijassa-353	70	23	and	and	CCONJ
ijassa-353	70	24	we	we	PRON
ijassa-353	70	25	take	take	VERB
ijassa-353	70	26	at	at	ADP
ijassa-353	70	27	the	the	DET
ijassa-353	70	28	end	end	NOUN
ijassa-353	70	29	the	the	DET
ijassa-353	70	30	circle	circle	NOUN
ijassa-353	70	31	which	which	PRON
ijassa-353	70	32	has	have	VERB
ijassa-353	70	33	the	the	DET
ijassa-353	70	34	highest	high	ADJ
ijassa-353	70	35	value	value	NOUN
ijassa-353	70	36	in	in	ADP
ijassa-353	70	37	the	the	DET
ijassa-353	70	38	accumulator	accumulator	NOUN
ijassa-353	70	39	of	of	ADP
ijassa-353	70	40	hough	hough	NOUN
ijassa-353	70	41	for	for	ADP
ijassa-353	70	42	all	all	DET
ijassa-353	70	43	the	the	DET
ijassa-353	70	44	rays	ray	NOUN
ijassa-353	70	45	.	.	PUNCT
ijassa-353	71	1	then	then	ADV
ijassa-353	71	2	,	,	PUNCT
ijassa-353	71	3	we	we	PRON
ijassa-353	71	4	apply	apply	VERB
ijassa-353	71	5	the	the	DET
ijassa-353	71	6	logical	logical	ADJ
ijassa-353	71	7	’	'	PUNCT
ijassa-353	71	8	and	and	CCONJ
ijassa-353	71	9	’	'	PUNCT
ijassa-353	71	10	logic	logic	NOUN
ijassa-353	71	11	between	between	ADP
ijassa-353	71	12	edges	edge	NOUN
ijassa-353	71	13	image	image	NOUN
ijassa-353	71	14	and	and	CCONJ
ijassa-353	71	15	complete	complete	ADJ
ijassa-353	71	16	circle	circle	NOUN
ijassa-353	71	17	obtained	obtain	VERB
ijassa-353	71	18	by	by	ADP
ijassa-353	71	19	the	the	DET
ijassa-353	71	20	htc	htc	NOUN
ijassa-353	71	21	by	by	ADP
ijassa-353	71	22	measuring	measure	VERB
ijassa-353	71	23	the	the	DET
ijassa-353	71	24	intersection	intersection	NOUN
ijassa-353	71	25	level	level	NOUN
ijassa-353	71	26	between	between	ADP
ijassa-353	71	27	them	they	PRON
ijassa-353	71	28	“	"	PUNCT
ijassa-353	71	29	s	s	PROPN
ijassa-353	71	30	”	"	PUNCT
ijassa-353	71	31	.	.	PUNCT
ijassa-353	72	1	finally	finally	ADV
ijassa-353	72	2	,	,	PUNCT
ijassa-353	72	3	the	the	DET
ijassa-353	72	4	eye	eye	NOUN
ijassa-353	72	5	state	state	NOUN
ijassa-353	72	6	“	"	PUNCT
ijassa-353	72	7	stateeye	stateeye	NOUN
ijassa-353	72	8	”	"	PUNCT
ijassa-353	72	9	is	be	AUX
ijassa-353	72	10	defined	define	VERB
ijassa-353	72	11	by	by	ADP
ijassa-353	72	12	testing	test	VERB
ijassa-353	72	13	the	the	DET
ijassa-353	72	14	value	value	NOUN
ijassa-353	72	15	“	"	PUNCT
ijassa-353	72	16	s	s	X
ijassa-353	72	17	”	"	PUNCT
ijassa-353	72	18	by	by	ADP
ijassa-353	72	19	a	a	DET
ijassa-353	72	20	threshold	threshold	NOUN
ijassa-353	72	21	:	:	PUNCT
ijassa-353	72	22	stateeye	stateeye	NOUN
ijassa-353	72	23	{	{	PUNCT
ijassa-353	72	24	open	open	VERB
ijassa-353	72	25	if	if	SCONJ
ijassa-353	72	26	s	s	VERB
ijassa-353	72	27	≤	≤	X
ijassa-353	72	28	th	th	NUM
ijassa-353	72	29	closed	close	VERB
ijassa-353	72	30	if	if	SCONJ
ijassa-353	72	31	s	s	PRON
ijassa-353	72	32	≥	≥	X
ijassa-353	72	33	th	th	X
ijassa-353	72	34	(	(	PUNCT
ijassa-353	72	35	3	3	X
ijassa-353	72	36	)	)	PUNCT
ijassa-353	72	37	the	the	DET
ijassa-353	72	38	results	result	NOUN
ijassa-353	72	39	are	be	AUX
ijassa-353	72	40	shown	show	VERB
ijassa-353	72	41	in	in	ADP
ijassa-353	72	42	fig.5	fig.5	PROPN
ijassa-353	72	43	.	.	PUNCT
ijassa-353	73	1	(	(	PUNCT
ijassa-353	73	2	a	a	X
ijassa-353	73	3	)	)	PUNCT
ijassa-353	73	4	and	and	CCONJ
ijassa-353	73	5	(	(	PUNCT
ijassa-353	73	6	b	b	NOUN
ijassa-353	73	7	)	)	PUNCT
ijassa-353	73	8	edge	edge	NOUN
ijassa-353	73	9	detection	detection	NOUN
ijassa-353	73	10	(	(	PUNCT
ijassa-353	73	11	c	c	NOUN
ijassa-353	73	12	)	)	PUNCT
ijassa-353	73	13	and	and	CCONJ
ijassa-353	73	14	(	(	PUNCT
ijassa-353	73	15	d	d	NOUN
ijassa-353	73	16	)	)	PUNCT
ijassa-353	73	17	eyes	eye	NOUN
ijassa-353	73	18	states	state	NOUN
ijassa-353	73	19	results	result	VERB
ijassa-353	73	20	fig	fig	NOUN
ijassa-353	73	21	.	.	PUNCT
ijassa-353	74	1	5	5	NUM
ijassa-353	74	2	eyes	eye	NOUN
ijassa-353	74	3	states	state	NOUN
ijassa-353	74	4	using	use	VERB
ijassa-353	74	5	htc	htc	PROPN
ijassa-353	74	6	e.	e.	PROPN
ijassa-353	74	7	driver	driver	PROPN
ijassa-353	74	8	state	state	NOUN
ijassa-353	74	9	we	we	PRON
ijassa-353	74	10	determine	determine	VERB
ijassa-353	74	11	the	the	DET
ijassa-353	74	12	driver	driver	NOUN
ijassa-353	74	13	state	state	NOUN
ijassa-353	74	14	by	by	ADP
ijassa-353	74	15	measuring	measure	VERB
ijassa-353	74	16	perclos	perclo	NOUN
ijassa-353	74	17	.	.	PUNCT
ijassa-353	75	1	if	if	SCONJ
ijassa-353	75	2	the	the	DET
ijassa-353	75	3	driver	driver	NOUN
ijassa-353	75	4	closed	close	VERB
ijassa-353	75	5	his	his	PRON
ijassa-353	75	6	eyes	eye	NOUN
ijassa-353	75	7	in	in	ADP
ijassa-353	75	8	at	at	ADV
ijassa-353	75	9	least	least	ADV
ijassa-353	75	10	5	5	NUM
ijassa-353	75	11	successive	successive	ADJ
ijassa-353	75	12	frames	frame	NOUN
ijassa-353	75	13	several	several	ADJ
ijassa-353	75	14	times	time	NOUN
ijassa-353	75	15	over	over	ADP
ijassa-353	75	16	a	a	DET
ijassa-353	75	17	period	period	NOUN
ijassa-353	75	18	of	of	ADP
ijassa-353	75	19	up	up	ADP
ijassa-353	75	20	to	to	PART
ijassa-353	75	21	5	5	NUM
ijassa-353	75	22	seconds	second	NOUN
ijassa-353	75	23	,	,	PUNCT
ijassa-353	75	24	100	100	NUM
ijassa-353	75	25	meriem	meriem	PROPN
ijassa-353	75	26	b.	b.	PROPN
ijassa-353	75	27	,	,	PUNCT
ijassa-353	75	28	belal	belal	PROPN
ijassa-353	75	29	a.	a.	PROPN
ijassa-353	75	30	,	,	PUNCT
ijassa-353	75	31	abdullah	abdullah	PROPN
ijassa-353	75	32	salem	salem	PROPN
ijassa-353	75	33	b	b	PROPN
ijassa-353	75	34	,	,	PUNCT
ijassa-353	75	35	etc	etc	X
ijassa-353	75	36	:	:	PUNCT
ijassa-353	75	37	driver	driver	NOUN
ijassa-353	75	38	drowsiness	drowsiness	NOUN
ijassa-353	75	39	detection	detection	NOUN
ijassa-353	75	40	system	system	NOUN
ijassa-353	75	41	it	it	PRON
ijassa-353	75	42	is	be	AUX
ijassa-353	75	43	considered	consider	VERB
ijassa-353	75	44	drowsy	drowsy	NOUN
ijassa-353	75	45	.	.	PUNCT
ijassa-353	76	1	4	4	NUM
ijassa-353	76	2	experimental	experimental	ADJ
ijassa-353	76	3	results	result	NOUN
ijassa-353	76	4	to	to	PART
ijassa-353	76	5	validate	validate	VERB
ijassa-353	76	6	our	our	PRON
ijassa-353	76	7	system	system	NOUN
ijassa-353	76	8	(	(	PUNCT
ijassa-353	76	9	fig.6	fig.6	PROPN
ijassa-353	76	10	)	)	PUNCT
ijassa-353	76	11	,	,	PUNCT
ijassa-353	76	12	we	we	PRON
ijassa-353	76	13	test	test	VERB
ijassa-353	76	14	on	on	ADP
ijassa-353	76	15	several	several	ADJ
ijassa-353	76	16	drivers	driver	NOUN
ijassa-353	76	17	in	in	ADP
ijassa-353	76	18	the	the	DET
ijassa-353	76	19	car	car	NOUN
ijassa-353	76	20	with	with	ADP
ijassa-353	76	21	real	real	ADJ
ijassa-353	76	22	driving	driving	NOUN
ijassa-353	76	23	conditions	condition	NOUN
ijassa-353	76	24	.	.	PUNCT
ijassa-353	77	1	we	we	PRON
ijassa-353	77	2	use	use	VERB
ijassa-353	77	3	an	an	DET
ijassa-353	77	4	ir	ir	NOUN
ijassa-353	77	5	camera	camera	NOUN
ijassa-353	77	6	with	with	ADP
ijassa-353	77	7	infrared	infrared	ADJ
ijassa-353	77	8	lighting	lighting	NOUN
ijassa-353	77	9	system	system	NOUN
ijassa-353	77	10	operates	operate	VERB
ijassa-353	77	11	automatically	automatically	ADV
ijassa-353	77	12	under	under	ADP
ijassa-353	77	13	the	the	DET
ijassa-353	77	14	conditions	condition	NOUN
ijassa-353	77	15	of	of	ADP
ijassa-353	77	16	reduced	reduced	ADJ
ijassa-353	77	17	luminosity	luminosity	NOUN
ijassa-353	77	18	and	and	CCONJ
ijassa-353	77	19	night	night	NOUN
ijassa-353	77	20	even	even	ADV
ijassa-353	77	21	in	in	ADP
ijassa-353	77	22	total	total	ADJ
ijassa-353	77	23	darkness	darkness	NOUN
ijassa-353	77	24	.	.	PUNCT
ijassa-353	78	1	fig	fig	NOUN
ijassa-353	78	2	.	.	PUNCT
ijassa-353	79	1	6	6	NUM
ijassa-353	79	2	our	our	PRON
ijassa-353	79	3	system	system	NOUN
ijassa-353	79	4	installed	instal	VERB
ijassa-353	79	5	in	in	ADP
ijassa-353	79	6	the	the	DET
ijassa-353	79	7	car	car	NOUN
ijassa-353	79	8	based	base	VERB
ijassa-353	79	9	on	on	ADP
ijassa-353	79	10	ir	ir	PROPN
ijassa-353	79	11	camera	camera	NOUN
ijassa-353	79	12	the	the	DET
ijassa-353	79	13	results	result	NOUN
ijassa-353	79	14	of	of	ADP
ijassa-353	79	15	the	the	DET
ijassa-353	79	16	eye	eye	NOUN
ijassa-353	79	17	states	state	NOUN
ijassa-353	79	18	are	be	AUX
ijassa-353	79	19	illustrated	illustrate	VERB
ijassa-353	79	20	in	in	ADP
ijassa-353	79	21	table	table	NOUN
ijassa-353	79	22	1	1	NUM
ijassa-353	79	23	.	.	PUNCT
ijassa-353	79	24	table	table	NOUN
ijassa-353	79	25	1	1	NUM
ijassa-353	79	26	results	result	NOUN
ijassa-353	79	27	obtained	obtain	VERB
ijassa-353	79	28	from	from	ADP
ijassa-353	79	29	the	the	DET
ijassa-353	79	30	system	system	NOUN
ijassa-353	79	31	driver	driver	NOUN
ijassa-353	79	32	frames	frame	VERB
ijassa-353	79	33	number	number	NOUN
ijassa-353	79	34	false	false	ADJ
ijassa-353	79	35	eyes	eye	NOUN
ijassa-353	79	36	sates	sate	VERB
ijassa-353	79	37	false	false	ADJ
ijassa-353	79	38	rate	rate	NOUN
ijassa-353	79	39	open	open	ADJ
ijassa-353	79	40	closed	close	VERB
ijassa-353	79	41	d1	d1	NOUN
ijassa-353	79	42	/	/	SYM
ijassa-353	79	43	day	day	NOUN
ijassa-353	79	44	420	420	NUM
ijassa-353	79	45	17	17	NUM
ijassa-353	79	46	0	0	NUM
ijassa-353	79	47	4	4	NUM
ijassa-353	79	48	%	%	NOUN
ijassa-353	79	49	d2	d2	PROPN
ijassa-353	79	50	/	/	SYM
ijassa-353	79	51	day	day	NOUN
ijassa-353	79	52	430	430	NUM
ijassa-353	79	53	15	15	NUM
ijassa-353	79	54	0	0	NUM
ijassa-353	79	55	3.50	3.50	NUM
ijassa-353	79	56	%	%	NOUN
ijassa-353	79	57	d3	d3	PROPN
ijassa-353	79	58	/	/	SYM
ijassa-353	79	59	day	day	NOUN
ijassa-353	79	60	245	245	NUM
ijassa-353	79	61	7	7	NUM
ijassa-353	79	62	1	1	NUM
ijassa-353	79	63	3.20	3.20	NUM
ijassa-353	79	64	%	%	NOUN
ijassa-353	79	65	d1	d1	NOUN
ijassa-353	79	66	/	/	SYM
ijassa-353	79	67	night	night	NOUN
ijassa-353	79	68	200	200	NUM
ijassa-353	79	69	3	3	NUM
ijassa-353	79	70	1	1	NUM
ijassa-353	79	71	2	2	NUM
ijassa-353	79	72	%	%	NOUN
ijassa-353	79	73	d2	d2	PROPN
ijassa-353	79	74	/	/	SYM
ijassa-353	79	75	night	night	NOUN
ijassa-353	79	76	200	200	NUM
ijassa-353	79	77	1	1	NUM
ijassa-353	79	78	0	0	NUM
ijassa-353	79	79	0.50	0.50	NUM
ijassa-353	79	80	%	%	NOUN
ijassa-353	79	81	d3	d3	PROPN
ijassa-353	79	82	/	/	SYM
ijassa-353	79	83	night	night	NOUN
ijassa-353	79	84	200	200	NUM
ijassa-353	79	85	6	6	NUM
ijassa-353	79	86	3	3	NUM
ijassa-353	79	87	4.50	4.50	NUM
ijassa-353	79	88	%	%	NOUN
ijassa-353	79	89	according	accord	VERB
ijassa-353	79	90	to	to	ADP
ijassa-353	79	91	the	the	DET
ijassa-353	79	92	obtained	obtain	VERB
ijassa-353	79	93	results	result	NOUN
ijassa-353	79	94	,	,	PUNCT
ijassa-353	79	95	our	our	PRON
ijassa-353	79	96	system	system	NOUN
ijassa-353	79	97	can	can	AUX
ijassa-353	79	98	determine	determine	VERB
ijassa-353	79	99	the	the	DET
ijassa-353	79	100	eye	eye	NOUN
ijassa-353	79	101	states	state	NOUN
ijassa-353	79	102	advances	advance	NOUN
ijassa-353	79	103	in	in	ADP
ijassa-353	79	104	systems	system	NOUN
ijassa-353	79	105	science	science	NOUN
ijassa-353	79	106	and	and	CCONJ
ijassa-353	79	107	application	application	NOUN
ijassa-353	79	108	(	(	PUNCT
ijassa-353	79	109	2016	2016	NUM
ijassa-353	79	110	)	)	PUNCT
ijassa-353	80	1	vol.6	vol.6	PROPN
ijassa-353	80	2	no.2	no.2	PROPN
ijassa-353	80	3	101	101	NUM
ijassa-353	80	4	with	with	ADP
ijassa-353	80	5	a	a	DET
ijassa-353	80	6	high	high	ADJ
ijassa-353	80	7	rate	rate	NOUN
ijassa-353	80	8	of	of	ADP
ijassa-353	80	9	correct	correct	ADJ
ijassa-353	80	10	decision	decision	NOUN
ijassa-353	80	11	.	.	PUNCT
ijassa-353	81	1	5	5	NUM
ijassa-353	81	2	conclusion	conclusion	NOUN
ijassa-353	81	3	and	and	CCONJ
ijassa-353	81	4	perspectives	perspective	NOUN
ijassa-353	81	5	in	in	ADP
ijassa-353	81	6	this	this	DET
ijassa-353	81	7	paper	paper	NOUN
ijassa-353	81	8	,	,	PUNCT
ijassa-353	81	9	we	we	PRON
ijassa-353	81	10	presented	present	VERB
ijassa-353	81	11	the	the	DET
ijassa-353	81	12	conception	conception	NOUN
ijassa-353	81	13	and	and	CCONJ
ijassa-353	81	14	implementation	implementation	NOUN
ijassa-353	81	15	of	of	ADP
ijassa-353	81	16	a	a	DET
ijassa-353	81	17	system	system	NOUN
ijassa-353	81	18	for	for	ADP
ijassa-353	81	19	detecting	detect	VERB
ijassa-353	81	20	driver	driver	NOUN
ijassa-353	81	21	drowsiness	drowsiness	NOUN
ijassa-353	81	22	based	base	VERB
ijassa-353	81	23	on	on	ADP
ijassa-353	81	24	vision	vision	NOUN
ijassa-353	81	25	that	that	PRON
ijassa-353	81	26	aims	aim	VERB
ijassa-353	81	27	to	to	PART
ijassa-353	81	28	warn	warn	VERB
ijassa-353	81	29	the	the	DET
ijassa-353	81	30	driver	driver	NOUN
ijassa-353	81	31	if	if	SCONJ
ijassa-353	81	32	he	he	PRON
ijassa-353	81	33	is	be	AUX
ijassa-353	81	34	in	in	ADP
ijassa-353	81	35	drowsy	drowsy	NOUN
ijassa-353	81	36	state	state	NOUN
ijassa-353	81	37	.	.	PUNCT
ijassa-353	82	1	this	this	DET
ijassa-353	82	2	system	system	NOUN
ijassa-353	82	3	is	be	AUX
ijassa-353	82	4	able	able	ADJ
ijassa-353	82	5	to	to	PART
ijassa-353	82	6	determine	determine	VERB
ijassa-353	82	7	the	the	DET
ijassa-353	82	8	driver	driver	NOUN
ijassa-353	82	9	state	state	NOUN
ijassa-353	82	10	under	under	ADP
ijassa-353	82	11	real	real	ADJ
ijassa-353	82	12	day	day	NOUN
ijassa-353	82	13	and	and	CCONJ
ijassa-353	82	14	night	night	NOUN
ijassa-353	82	15	conditions	condition	NOUN
ijassa-353	82	16	using	use	VERB
ijassa-353	82	17	ir	ir	PROPN
ijassa-353	82	18	camera	camera	NOUN
ijassa-353	82	19	.	.	PUNCT
ijassa-353	83	1	face	face	NOUN
ijassa-353	83	2	and	and	CCONJ
ijassa-353	83	3	eyes	eye	NOUN
ijassa-353	83	4	detection	detection	NOUN
ijassa-353	83	5	are	be	AUX
ijassa-353	83	6	implemented	implement	VERB
ijassa-353	83	7	based	base	VERB
ijassa-353	83	8	on	on	ADP
ijassa-353	83	9	symmetry	symmetry	NOUN
ijassa-353	83	10	.	.	PUNCT
ijassa-353	84	1	hough	hough	PROPN
ijassa-353	84	2	transform	transform	VERB
ijassa-353	84	3	for	for	ADP
ijassa-353	84	4	circles	circle	NOUN
ijassa-353	84	5	is	be	AUX
ijassa-353	84	6	used	use	VERB
ijassa-353	84	7	for	for	ADP
ijassa-353	84	8	the	the	DET
ijassa-353	84	9	decision	decision	NOUN
ijassa-353	84	10	of	of	ADP
ijassa-353	84	11	the	the	DET
ijassa-353	84	12	eyes	eye	NOUN
ijassa-353	84	13	states	state	NOUN
ijassa-353	84	14	.	.	PUNCT
ijassa-353	85	1	the	the	DET
ijassa-353	85	2	results	result	NOUN
ijassa-353	85	3	are	be	AUX
ijassa-353	85	4	satisfactory	satisfactory	ADJ
ijassa-353	85	5	with	with	ADP
ijassa-353	85	6	an	an	DET
ijassa-353	85	7	opportunity	opportunity	NOUN
ijassa-353	85	8	for	for	SCONJ
ijassa-353	85	9	improvement	improvement	NOUN
ijassa-353	85	10	in	in	ADP
ijassa-353	85	11	face	face	NOUN
ijassa-353	85	12	detection	detection	NOUN
ijassa-353	85	13	using	use	VERB
ijassa-353	85	14	other	other	ADJ
ijassa-353	85	15	techniques	technique	NOUN
ijassa-353	85	16	concerning	concern	VERB
ijassa-353	85	17	the	the	DET
ijassa-353	85	18	calculation	calculation	NOUN
ijassa-353	85	19	of	of	ADP
ijassa-353	85	20	symmetry	symmetry	NOUN
ijassa-353	85	21	.	.	PUNCT
ijassa-353	86	1	moreover	moreover	ADV
ijassa-353	86	2	,	,	PUNCT
ijassa-353	86	3	we	we	PRON
ijassa-353	86	4	will	will	AUX
ijassa-353	86	5	implement	implement	VERB
ijassa-353	86	6	our	our	PRON
ijassa-353	86	7	algorithm	algorithm	NOUN
ijassa-353	86	8	on	on	ADP
ijassa-353	86	9	a	a	DET
ijassa-353	86	10	dsp	dsp	NOUN
ijassa-353	86	11	(	(	PUNCT
ijassa-353	86	12	digital	digital	ADJ
ijassa-353	86	13	signal	signal	NOUN
ijassa-353	86	14	processor	processor	NOUN
ijassa-353	86	15	)	)	PUNCT
ijassa-353	86	16	to	to	PART
ijassa-353	86	17	create	create	VERB
ijassa-353	86	18	an	an	DET
ijassa-353	86	19	autonomous	autonomous	ADJ
ijassa-353	86	20	system	system	NOUN
ijassa-353	86	21	working	work	VERB
ijassa-353	86	22	in	in	ADP
ijassa-353	86	23	real	real	ADJ
ijassa-353	86	24	time	time	NOUN
ijassa-353	86	25	.	.	PUNCT
ijassa-353	87	1	references	reference	NOUN
ijassa-353	87	2	[	[	X
ijassa-353	87	3	1	1	NUM
ijassa-353	87	4	]	]	PUNCT
ijassa-353	87	5	a.	a.	NOUN
ijassa-353	87	6	malla	malla	PROPN
ijassa-353	87	7	,	,	PUNCT
ijassa-353	87	8	p.	p.	NOUN
ijassa-353	87	9	davidson	davidson	PROPN
ijassa-353	87	10	,	,	PUNCT
ijassa-353	87	11	p.	p.	NOUN
ijassa-353	87	12	bones	bone	NOUN
ijassa-353	87	13	,	,	PUNCT
ijassa-353	87	14	r.	r.	PROPN
ijassa-353	87	15	green	green	PROPN
ijassa-353	87	16	and	and	CCONJ
ijassa-353	87	17	r.	r.	PROPN
ijassa-353	87	18	jones	jones	PROPN
ijassa-353	87	19	.	.	PUNCT
ijassa-353	88	1	(	(	PUNCT
ijassa-353	88	2	2010	2010	NUM
ijassa-353	88	3	)	)	PUNCT
ijassa-353	88	4	,	,	PUNCT
ijassa-353	88	5	“	"	PUNCT
ijassa-353	88	6	automated	automate	VERB
ijassa-353	88	7	video	video	NOUN
ijassa-353	88	8	-	-	PUNCT
ijassa-353	88	9	based	base	VERB
ijassa-353	88	10	measurement	measurement	NOUN
ijassa-353	88	11	of	of	ADP
ijassa-353	88	12	eye	eye	NOUN
ijassa-353	88	13	closure	closure	NOUN
ijassa-353	88	14	for	for	ADP
ijassa-353	88	15	detecting	detect	VERB
ijassa-353	88	16	behavioral	behavioral	ADJ
ijassa-353	88	17	microsleep	microsleep	PROPN
ijassa-353	88	18	”	"	PUNCT
ijassa-353	88	19	,	,	PUNCT
ijassa-353	88	20	in	in	ADP
ijassa-353	88	21	32nd	32nd	ADJ
ijassa-353	88	22	annual	annual	ADJ
ijassa-353	88	23	international	international	ADJ
ijassa-353	88	24	conference	conference	NOUN
ijassa-353	88	25	of	of	ADP
ijassa-353	88	26	the	the	DET
ijassa-353	88	27	ieee	ieee	NOUN
ijassa-353	88	28	,	,	PUNCT
ijassa-353	88	29	buenos	buenos	PROPN
ijassa-353	88	30	aires	aires	PROPN
ijassa-353	88	31	,	,	PUNCT
ijassa-353	88	32	argentina	argentina	PROPN
ijassa-353	88	33	.	.	PUNCT
ijassa-353	89	1	[	[	X
ijassa-353	89	2	2	2	X
ijassa-353	89	3	]	]	PUNCT
ijassa-353	89	4	p.	p.	NOUN
ijassa-353	89	5	viola	viola	PROPN
ijassa-353	89	6	and	and	CCONJ
ijassa-353	89	7	m.	m.	PROPN
ijassa-353	89	8	jones	jones	PROPN
ijassa-353	89	9	.	.	PUNCT
ijassa-353	90	1	(	(	PUNCT
ijassa-353	90	2	2001	2001	NUM
ijassa-353	90	3	)	)	PUNCT
ijassa-353	90	4	,	,	PUNCT
ijassa-353	90	5	“	"	PUNCT
ijassa-353	90	6	rapid	rapid	ADJ
ijassa-353	90	7	object	object	NOUN
ijassa-353	90	8	detection	detection	NOUN
ijassa-353	90	9	using	use	VERB
ijassa-353	90	10	a	a	DET
ijassa-353	90	11	boosted	boosted	ADJ
ijassa-353	90	12	cascade	cascade	NOUN
ijassa-353	90	13	of	of	ADP
ijassa-353	90	14	simple	simple	ADJ
ijassa-353	90	15	features	feature	NOUN
ijassa-353	90	16	”	"	PUNCT
ijassa-353	90	17	,	,	PUNCT
ijassa-353	90	18	in	in	ADP
ijassa-353	90	19	proceedings	proceeding	NOUN
ijassa-353	90	20	of	of	ADP
ijassa-353	90	21	the	the	DET
ijassa-353	90	22	ieee	ieee	NOUN
ijassa-353	90	23	computer	computer	NOUN
ijassa-353	90	24	society	society	PROPN
ijassa-353	90	25	conference	conference	NOUN
ijassa-353	90	26	on	on	ADP
ijassa-353	90	27	computer	computer	NOUN
ijassa-353	90	28	vision	vision	NOUN
ijassa-353	90	29	and	and	CCONJ
ijassa-353	90	30	pattern	pattern	NOUN
ijassa-353	90	31	recognition	recognition	NOUN
ijassa-353	90	32	.	.	PUNCT
ijassa-353	91	1	[	[	X
ijassa-353	91	2	3	3	X
ijassa-353	91	3	]	]	X
ijassa-353	91	4	r.	r.	PROPN
ijassa-353	91	5	lienhart	lienhart	PROPN
ijassa-353	91	6	and	and	CCONJ
ijassa-353	91	7	j.	j.	PROPN
ijassa-353	91	8	maydt	maydt	PROPN
ijassa-353	91	9	.	.	PUNCT
ijassa-353	92	1	(	(	PUNCT
ijassa-353	92	2	2002	2002	NUM
ijassa-353	92	3	)	)	PUNCT
ijassa-353	92	4	,	,	PUNCT
ijassa-353	92	5	“	"	PUNCT
ijassa-353	92	6	an	an	DET
ijassa-353	92	7	extended	extended	ADJ
ijassa-353	92	8	set	set	NOUN
ijassa-353	92	9	of	of	ADP
ijassa-353	92	10	haar	haar	NOUN
ijassa-353	92	11	-	-	PUNCT
ijassa-353	92	12	like	like	ADJ
ijassa-353	92	13	features	feature	NOUN
ijassa-353	92	14	for	for	ADP
ijassa-353	92	15	rapid	rapid	ADJ
ijassa-353	92	16	object	object	NOUN
ijassa-353	92	17	detection	detection	NOUN
ijassa-353	92	18	”	"	PUNCT
ijassa-353	92	19	,	,	PUNCT
ijassa-353	92	20	in	in	ADP
ijassa-353	92	21	proceedings	proceeding	NOUN
ijassa-353	92	22	of	of	ADP
ijassa-353	92	23	the	the	DET
ijassa-353	92	24	ieee	ieee	NOUN
ijassa-353	92	25	international	international	PROPN
ijassa-353	92	26	conference	conference	NOUN
ijassa-353	92	27	on	on	ADP
ijassa-353	92	28	image	image	NOUN
ijassa-353	92	29	processing	processing	NOUN
ijassa-353	92	30	.	.	PUNCT
ijassa-353	93	1	[	[	X
ijassa-353	93	2	4	4	X
ijassa-353	93	3	]	]	X
ijassa-353	93	4	open	open	ADJ
ijassa-353	93	5	source	source	NOUN
ijassa-353	93	6	computer	computer	NOUN
ijassa-353	93	7	vision	vision	NOUN
ijassa-353	93	8	library	library	NOUN
ijassa-353	93	9	:	:	PUNCT
ijassa-353	93	10	reference	reference	NOUN
ijassa-353	93	11	manual	manual	NOUN
ijassa-353	93	12	,	,	PUNCT
ijassa-353	93	13	available	available	ADJ
ijassa-353	93	14	at	at	ADP
ijassa-353	93	15	:	:	PUNCT
ijassa-353	93	16	http://opencvlibrary.sourceforge.net	http://opencvlibrary.sourceforge.net	PROPN
ijassa-353	93	17	[	[	X
ijassa-353	93	18	5	5	NUM
ijassa-353	93	19	]	]	PUNCT
ijassa-353	93	20	s.	s.	PROPN
ijassa-353	93	21	vitabile	vitabile	PROPN
ijassa-353	93	22	,	,	PUNCT
ijassa-353	93	23	a.	a.	PROPN
ijassa-353	93	24	paola	paola	PROPN
ijassa-353	93	25	and	and	CCONJ
ijassa-353	93	26	f.	f.	PROPN
ijassa-353	93	27	sorbello	sorbello	PROPN
ijassa-353	93	28	.	.	PUNCT
ijassa-353	94	1	(	(	PUNCT
ijassa-353	94	2	2010	2010	NUM
ijassa-353	94	3	)	)	PUNCT
ijassa-353	94	4	,	,	PUNCT
ijassa-353	94	5	“	"	PUNCT
ijassa-353	94	6	bright	bright	ADJ
ijassa-353	94	7	pupil	pupil	NOUN
ijassa-353	94	8	detection	detection	NOUN
ijassa-353	94	9	in	in	ADP
ijassa-353	94	10	an	an	DET
ijassa-353	94	11	embedded	embed	VERB
ijassa-353	94	12	,	,	PUNCT
ijassa-353	94	13	real	real	ADJ
ijassa-353	94	14	-	-	PUNCT
ijassa-353	94	15	time	time	NOUN
ijassa-353	94	16	drowsiness	drowsiness	NOUN
ijassa-353	94	17	monitoring	monitoring	NOUN
ijassa-353	94	18	system	system	NOUN
ijassa-353	94	19	”	"	PUNCT
ijassa-353	94	20	,	,	PUNCT
ijassa-353	94	21	in	in	ADP
ijassa-353	94	22	24th	24th	ADJ
ijassa-353	94	23	ieee	ieee	NOUN
ijassa-353	94	24	international	international	ADJ
ijassa-353	94	25	conference	conference	NOUN
ijassa-353	94	26	on	on	ADP
ijassa-353	94	27	advanced	advanced	ADJ
ijassa-353	94	28	information	information	NOUN
ijassa-353	94	29	networking	networking	NOUN
ijassa-353	94	30	and	and	CCONJ
ijassa-353	94	31	applications	application	NOUN
ijassa-353	94	32	.	.	PUNCT
ijassa-353	95	1	[	[	X
ijassa-353	95	2	6	6	NUM
ijassa-353	95	3	]	]	PUNCT
ijassa-353	95	4	b.	b.	PROPN
ijassa-353	95	5	bhowmick	bhowmick	PROPN
ijassa-353	95	6	and	and	CCONJ
ijassa-353	95	7	c.	c.	PROPN
ijassa-353	95	8	kumar	kumar	PROPN
ijassa-353	95	9	.	.	PUNCT
ijassa-353	96	1	(	(	PUNCT
ijassa-353	96	2	2009	2009	NUM
ijassa-353	96	3	)	)	PUNCT
ijassa-353	96	4	,	,	PUNCT
ijassa-353	96	5	“	"	PUNCT
ijassa-353	96	6	detection	detection	NOUN
ijassa-353	96	7	and	and	CCONJ
ijassa-353	96	8	classification	classification	NOUN
ijassa-353	96	9	of	of	ADP
ijassa-353	96	10	eye	eye	NOUN
ijassa-353	96	11	state	state	NOUN
ijassa-353	96	12	in	in	ADP
ijassa-353	96	13	ir	ir	PROPN
ijassa-353	96	14	camera	camera	NOUN
ijassa-353	96	15	for	for	ADP
ijassa-353	96	16	driver	driver	NOUN
ijassa-353	96	17	drowsiness	drowsiness	NOUN
ijassa-353	96	18	identification	identification	NOUN
ijassa-353	96	19	”	"	PUNCT
ijassa-353	96	20	,	,	PUNCT
ijassa-353	96	21	in	in	ADP
ijassa-353	96	22	proceeding	proceeding	NOUN
ijassa-353	96	23	of	of	ADP
ijassa-353	96	24	the	the	DET
ijassa-353	96	25	ieee	ieee	NOUN
ijassa-353	96	26	international	international	PROPN
ijassa-353	96	27	conference	conference	NOUN
ijassa-353	96	28	on	on	ADP
ijassa-353	96	29	signal	signal	NOUN
ijassa-353	96	30	and	and	CCONJ
ijassa-353	96	31	image	image	NOUN
ijassa-353	96	32	processing	processing	NOUN
ijassa-353	96	33	applications	application	NOUN
ijassa-353	96	34	.	.	PUNCT
ijassa-353	97	1	[	[	X
ijassa-353	97	2	7	7	X
ijassa-353	97	3	]	]	X
ijassa-353	97	4	n.	n.	NOUN
ijassa-353	97	5	otsu	otsu	PROPN
ijassa-353	97	6	.	.	PUNCT
ijassa-353	98	1	(	(	PUNCT
ijassa-353	98	2	1979	1979	NUM
ijassa-353	98	3	)	)	PUNCT
ijassa-353	98	4	,	,	PUNCT
ijassa-353	98	5	“	"	PUNCT
ijassa-353	98	6	a	a	DET
ijassa-353	98	7	threshold	threshold	NOUN
ijassa-353	98	8	selection	selection	NOUN
ijassa-353	98	9	method	method	NOUN
ijassa-353	98	10	from	from	ADP
ijassa-353	98	11	gray	gray	ADJ
ijassa-353	98	12	-	-	PUNCT
ijassa-353	98	13	level	level	NOUN
ijassa-353	98	14	histograms	histogram	NOUN
ijassa-353	98	15	”	"	PUNCT
ijassa-353	98	16	,	,	PUNCT
ijassa-353	98	17	ieee	ieee	NOUN
ijassa-353	98	18	transactions	transaction	NOUN
ijassa-353	98	19	on	on	ADP
ijassa-353	98	20	systems	system	NOUN
ijassa-353	98	21	,	,	PUNCT
ijassa-353	98	22	man	man	NOUN
ijassa-353	98	23	and	and	CCONJ
ijassa-353	98	24	cybernatics	cybernatic	NOUN
ijassa-353	98	25	,	,	PUNCT
ijassa-353	98	26	pp.62	pp.62	NOUN
ijassa-353	98	27	-	-	PUNCT
ijassa-353	98	28	66	66	NUM
ijassa-353	98	29	.	.	PUNCT
ijassa-353	99	1	102	102	NUM
ijassa-353	99	2	meriem	meriem	PROPN
ijassa-353	99	3	b.	b.	PROPN
ijassa-353	99	4	,	,	PUNCT
ijassa-353	99	5	belal	belal	PROPN
ijassa-353	99	6	a.	a.	PROPN
ijassa-353	99	7	,	,	PUNCT
ijassa-353	99	8	abdullah	abdullah	PROPN
ijassa-353	99	9	salem	salem	PROPN
ijassa-353	99	10	b	b	PROPN
ijassa-353	99	11	,	,	PUNCT
ijassa-353	99	12	etc	etc	X
ijassa-353	99	13	:	:	PUNCT
ijassa-353	99	14	driver	driver	NOUN
ijassa-353	99	15	drowsiness	drowsiness	NOUN
ijassa-353	99	16	detection	detection	NOUN
ijassa-353	99	17	system	system	NOUN
ijassa-353	99	18	[	[	X
ijassa-353	99	19	8	8	X
ijassa-353	99	20	]	]	PUNCT
ijassa-353	99	21	t.	t.	PROPN
ijassa-353	99	22	hong	hong	PROPN
ijassa-353	99	23	,	,	PUNCT
ijassa-353	99	24	h.	h.	PROPN
ijassa-353	99	25	qin	qin	PROPN
ijassa-353	99	26	and	and	CCONJ
ijassa-353	99	27	q.	q.	PROPN
ijassa-353	99	28	sun	sun	PROPN
ijassa-353	99	29	.	.	PUNCT
ijassa-353	99	30	(	(	PUNCT
ijassa-353	99	31	2007	2007	NUM
ijassa-353	99	32	)	)	PUNCT
ijassa-353	99	33	,	,	PUNCT
ijassa-353	99	34	“	"	PUNCT
ijassa-353	99	35	an	an	DET
ijassa-353	99	36	improved	improved	ADJ
ijassa-353	99	37	real	real	ADJ
ijassa-353	99	38	time	time	NOUN
ijassa-353	99	39	eye	eye	NOUN
ijassa-353	99	40	state	state	NOUN
ijassa-353	99	41	identification	identification	NOUN
ijassa-353	99	42	system	system	NOUN
ijassa-353	99	43	in	in	ADP
ijassa-353	99	44	driver	driver	NOUN
ijassa-353	99	45	drowsiness	drowsiness	NOUN
ijassa-353	99	46	detection	detection	NOUN
ijassa-353	99	47	”	"	PUNCT
ijassa-353	99	48	,	,	PUNCT
ijassa-353	99	49	in	in	ADP
ijassa-353	99	50	proceeding	proceeding	NOUN
ijassa-353	99	51	of	of	ADP
ijassa-353	99	52	the	the	DET
ijassa-353	99	53	ieee	ieee	NOUN
ijassa-353	99	54	international	international	PROPN
ijassa-353	99	55	conference	conference	NOUN
ijassa-353	99	56	on	on	ADP
ijassa-353	99	57	control	control	NOUN
ijassa-353	99	58	and	and	CCONJ
ijassa-353	99	59	automation	automation	NOUN
ijassa-353	99	60	,	,	PUNCT
ijassa-353	99	61	guangzhou	guangzhou	PROPN
ijassa-353	99	62	,	,	PUNCT
ijassa-353	99	63	china	china	PROPN
ijassa-353	99	64	.	.	PUNCT
ijassa-353	100	1	[	[	X
ijassa-353	100	2	9	9	NUM
ijassa-353	100	3	]	]	PUNCT
ijassa-353	100	4	z.	z.	PROPN
ijassa-353	100	5	tian	tian	PROPN
ijassa-353	100	6	et	et	PROPN
ijassa-353	100	7	h.	h.	PROPN
ijassa-353	100	8	qin	qin	PROPN
ijassa-353	100	9	.	.	PUNCT
ijassa-353	101	1	(	(	PUNCT
ijassa-353	101	2	2005	2005	NUM
ijassa-353	101	3	)	)	PUNCT
ijassa-353	101	4	,	,	PUNCT
ijassa-353	101	5	“	"	PUNCT
ijassa-353	101	6	real	real	ADJ
ijassa-353	101	7	-	-	PUNCT
ijassa-353	101	8	time	time	NOUN
ijassa-353	101	9	driver	driver	NOUN
ijassa-353	101	10	’s	’s	PART
ijassa-353	101	11	eye	eye	NOUN
ijassa-353	101	12	state	state	NOUN
ijassa-353	101	13	detection	detection	NOUN
ijassa-353	101	14	”	"	PUNCT
ijassa-353	101	15	,	,	PUNCT
ijassa-353	101	16	in	in	ADP
ijassa-353	101	17	proceedings	proceeding	NOUN
ijassa-353	101	18	of	of	ADP
ijassa-353	101	19	the	the	DET
ijassa-353	101	20	ieee	ieee	NOUN
ijassa-353	101	21	international	international	PROPN
ijassa-353	101	22	conference	conference	NOUN
ijassa-353	101	23	on	on	ADP
ijassa-353	101	24	vehicular	vehicular	ADJ
ijassa-353	101	25	electronics	electronic	NOUN
ijassa-353	101	26	and	and	CCONJ
ijassa-353	101	27	safety	safety	NOUN
ijassa-353	101	28	.	.	PUNCT
ijassa-353	102	1	[	[	X
ijassa-353	102	2	10	10	NUM
ijassa-353	102	3	]	]	PUNCT
ijassa-353	102	4	m.	m.	NOUN
ijassa-353	102	5	s.	s.	PROPN
ijassa-353	102	6	nixon	nixon	PROPN
ijassa-353	102	7	and	and	CCONJ
ijassa-353	102	8	a.	a.	PROPN
ijassa-353	102	9	s.	s.	PROPN
ijassa-353	102	10	aguado	aguado	PROPN
ijassa-353	102	11	.	.	PUNCT
ijassa-353	103	1	(	(	PUNCT
ijassa-353	103	2	2008	2008	NUM
ijassa-353	103	3	)	)	PUNCT
ijassa-353	103	4	,	,	PUNCT
ijassa-353	103	5	feature	feature	NOUN
ijassa-353	103	6	extraction	extraction	NOUN
ijassa-353	103	7	and	and	CCONJ
ijassa-353	103	8	image	image	NOUN
ijassa-353	103	9	processing(2nded	processing(2nde	VERB
ijassa-353	103	10	.	.	PUNCT
ijassa-353	103	11	)	)	PUNCT
ijassa-353	104	1	,	,	PUNCT
ijassa-353	104	2	jordan	jordan	PROPN
ijassa-353	104	3	hill	hill	PROPN
ijassa-353	104	4	,	,	PUNCT
ijassa-353	104	5	oxford	oxford	PROPN
ijassa-353	104	6	ox2	ox2	PROPN
ijassa-353	104	7	8dp	8dp	PROPN
ijassa-353	104	8	,	,	PUNCT
ijassa-353	104	9	uk	uk	PROPN
ijassa-353	104	10	.	.	PROPN
ijassa-353	104	11	corresponding	correspond	VERB
ijassa-353	104	12	author	author	NOUN
ijassa-353	104	13	belal	belal	PROPN
ijassa-353	104	14	alshaqaqi	alshaqaqi	PROPN
ijassa-353	104	15	can	can	AUX
ijassa-353	104	16	be	be	AUX
ijassa-353	104	17	contacted	contact	VERB
ijassa-353	104	18	at	at	ADP
ijassa-353	104	19	:	:	PUNCT
ijassa-353	104	20	alshaqaqi	alshaqaqi	ADJ
ijassa-353	104	21	belal@hotmail.fr	belal@hotmail.fr	NOUN