id	sid	tid	token	lemma	pos
h128nc6074f	1	1	biometrics	biometric	NOUN
h128nc6074f	1	2	are	be	AUX
h128nc6074f	1	3	measurable	measurable	ADJ
h128nc6074f	1	4	characteristics	characteristic	NOUN
h128nc6074f	1	5	specific	specific	ADJ
h128nc6074f	1	6	to	to	ADP
h128nc6074f	1	7	an	an	DET
h128nc6074f	1	8	individual	individual	NOUN
h128nc6074f	1	9	.	.	PUNCT
h128nc6074f	2	1	theycan	theycan	PROPN
h128nc6074f	2	2	be	be	AUX
h128nc6074f	2	3	used	use	VERB
h128nc6074f	2	4	to	to	PART
h128nc6074f	2	5	identify	identify	VERB
h128nc6074f	2	6	individuals	individual	NOUN
h128nc6074f	2	7	.	.	PUNCT
h128nc6074f	3	1	the	the	DET
h128nc6074f	3	2	use	use	NOUN
h128nc6074f	3	3	of	of	ADP
h128nc6074f	3	4	biometrics	biometric	NOUN
h128nc6074f	3	5	for	for	ADP
h128nc6074f	3	6	identification	identification	NOUN
h128nc6074f	3	7	hasthe	hasthe	DET
h128nc6074f	3	8	potential	potential	NOUN
h128nc6074f	3	9	to	to	PART
h128nc6074f	3	10	make	make	VERB
h128nc6074f	3	11	our	our	PRON
h128nc6074f	3	12	lives	life	NOUN
h128nc6074f	3	13	easier	easy	ADJ
h128nc6074f	3	14	,	,	PUNCT
h128nc6074f	3	15	and	and	CCONJ
h128nc6074f	3	16	the	the	DET
h128nc6074f	3	17	world	world	NOUN
h128nc6074f	3	18	we	we	PRON
h128nc6074f	3	19	live	live	VERB
h128nc6074f	3	20	in	in	ADP
h128nc6074f	3	21	a	a	DET
h128nc6074f	3	22	safer	safe	ADJ
h128nc6074f	3	23	place.while	place.while	ADJ
h128nc6074f	3	24	numerous	numerous	ADJ
h128nc6074f	3	25	different	different	ADJ
h128nc6074f	3	26	types	type	NOUN
h128nc6074f	3	27	of	of	ADP
h128nc6074f	3	28	exploitable	exploitable	ADJ
h128nc6074f	3	29	biometrics	biometric	NOUN
h128nc6074f	3	30	exist	exist	VERB
h128nc6074f	3	31	,	,	PUNCT
h128nc6074f	3	32	facialidentification	facialidentification	NOUN
h128nc6074f	3	33	is	be	AUX
h128nc6074f	3	34	highly	highly	ADV
h128nc6074f	3	35	pursued	pursue	VERB
h128nc6074f	3	36	because	because	SCONJ
h128nc6074f	3	37	the	the	DET
h128nc6074f	3	38	data	datum	NOUN
h128nc6074f	3	39	can	can	AUX
h128nc6074f	3	40	be	be	AUX
h128nc6074f	3	41	captured	capture	VERB
h128nc6074f	3	42	at	at	ADP
h128nc6074f	3	43	a	a	DET
h128nc6074f	3	44	distancewithout	distancewithout	NOUN
h128nc6074f	3	45	requiring	require	VERB
h128nc6074f	3	46	the	the	DET
h128nc6074f	3	47	subject	subject	NOUN
h128nc6074f	3	48	s	s	PART
h128nc6074f	3	49	active	active	ADJ
h128nc6074f	3	50	cooperation	cooperation	NOUN
h128nc6074f	3	51	.	.	PUNCT
h128nc6074f	4	1	while	while	SCONJ
h128nc6074f	4	2	traditionally	traditionally	ADV
h128nc6074f	4	3	2d	2d	NUM
h128nc6074f	4	4	imagesof	imagesof	NOUN
h128nc6074f	4	5	faces	face	NOUN
h128nc6074f	4	6	have	have	AUX
h128nc6074f	4	7	been	be	AUX
h128nc6074f	4	8	used	use	VERB
h128nc6074f	4	9	,	,	PUNCT
h128nc6074f	4	10	3d	3d	PRON
h128nc6074f	4	11	scans	scan	NOUN
h128nc6074f	4	12	that	that	PRON
h128nc6074f	4	13	contain	contain	VERB
h128nc6074f	4	14	both	both	PRON
h128nc6074f	4	15	3d	3d	NOUN
h128nc6074f	4	16	data	datum	NOUN
h128nc6074f	4	17	and	and	CCONJ
h128nc6074f	4	18	registered	registered	ADJ
h128nc6074f	4	19	colorare	colorare	NOUN
h128nc6074f	4	20	becoming	become	VERB
h128nc6074f	4	21	easier	easy	ADJ
h128nc6074f	4	22	to	to	ADP
h128nc6074f	4	23	acquire.before	acquire.before	PRON
h128nc6074f	4	24	3d	3d	PRON
h128nc6074f	4	25	face	face	NOUN
h128nc6074f	4	26	images	image	NOUN
h128nc6074f	4	27	can	can	AUX
h128nc6074f	4	28	be	be	AUX
h128nc6074f	4	29	used	use	VERB
h128nc6074f	4	30	to	to	PART
h128nc6074f	4	31	identify	identify	VERB
h128nc6074f	4	32	an	an	DET
h128nc6074f	4	33	individual	individual	NOUN
h128nc6074f	4	34	,	,	PUNCT
h128nc6074f	4	35	they	they	PRON
h128nc6074f	4	36	requiresome	requiresome	VERB
h128nc6074f	4	37	form	form	NOUN
h128nc6074f	4	38	of	of	ADP
h128nc6074f	4	39	initial	initial	ADJ
h128nc6074f	4	40	alignment	alignment	NOUN
h128nc6074f	4	41	information	information	NOUN
h128nc6074f	4	42	,	,	PUNCT
h128nc6074f	4	43	typically	typically	ADV
h128nc6074f	4	44	based	base	VERB
h128nc6074f	4	45	on	on	ADP
h128nc6074f	4	46	facial	facial	ADJ
h128nc6074f	4	47	featurelocations	featurelocation	NOUN
h128nc6074f	4	48	.	.	PUNCT
h128nc6074f	5	1	this	this	DET
h128nc6074f	5	2	thesis	thesis	NOUN
h128nc6074f	5	3	proposes	propose	VERB
h128nc6074f	5	4	and	and	CCONJ
h128nc6074f	5	5	analyzes	analyze	VERB
h128nc6074f	5	6	a	a	DET
h128nc6074f	5	7	multimodal	multimodal	ADJ
h128nc6074f	5	8	approach	approach	NOUN
h128nc6074f	5	9	to	to	ADP
h128nc6074f	5	10	automaticfacial	automaticfacial	ADJ
h128nc6074f	5	11	feature	feature	NOUN
h128nc6074f	5	12	detection	detection	NOUN
h128nc6074f	5	13	.	.	PUNCT
h128nc6074f	6	1	after	after	ADP
h128nc6074f	6	2	beginning	begin	VERB
h128nc6074f	6	3	with	with	ADP
h128nc6074f	6	4	a	a	DET
h128nc6074f	6	5	discussion	discussion	NOUN
h128nc6074f	6	6	on	on	ADP
h128nc6074f	6	7	biometrics	biometric	NOUN
h128nc6074f	6	8	and	and	CCONJ
h128nc6074f	6	9	therole	therole	NOUN
h128nc6074f	6	10	of	of	ADP
h128nc6074f	6	11	automatic	automatic	ADJ
h128nc6074f	6	12	facial	facial	ADJ
h128nc6074f	6	13	feature	feature	NOUN
h128nc6074f	6	14	detection	detection	NOUN
h128nc6074f	6	15	,	,	PUNCT
h128nc6074f	6	16	we	we	PRON
h128nc6074f	6	17	provide	provide	VERB
h128nc6074f	6	18	a	a	DET
h128nc6074f	6	19	comparative	comparative	ADJ
h128nc6074f	6	20	evaluation	evaluation	NOUN
h128nc6074f	6	21	of3d	of3d	NUM
h128nc6074f	6	22	sensors	sensor	NOUN
h128nc6074f	6	23	.	.	PUNCT
h128nc6074f	7	1	we	we	PRON
h128nc6074f	7	2	follow	follow	VERB
h128nc6074f	7	3	this	this	PRON
h128nc6074f	7	4	by	by	ADP
h128nc6074f	7	5	a	a	DET
h128nc6074f	7	6	discussion	discussion	NOUN
h128nc6074f	7	7	of	of	ADP
h128nc6074f	7	8	the	the	DET
h128nc6074f	7	9	algorithm	algorithm	PROPN
h128nc6074f	7	10	s	s	PART
h128nc6074f	7	11	performance	performance	NOUN
h128nc6074f	7	12	whenconstrained	whenconstraine	VERB
h128nc6074f	7	13	to	to	ADP
h128nc6074f	7	14	frontal	frontal	ADJ
h128nc6074f	7	15	images	image	NOUN
h128nc6074f	7	16	and	and	CCONJ
h128nc6074f	7	17	an	an	DET
h128nc6074f	7	18	analysis	analysis	NOUN
h128nc6074f	7	19	of	of	ADP
h128nc6074f	7	20	its	its	PRON
h128nc6074f	7	21	performance	performance	NOUN
h128nc6074f	7	22	on	on	ADP
h128nc6074f	7	23	a	a	DET
h128nc6074f	7	24	morecomplex	morecomplex	ADJ
h128nc6074f	7	25	dataset	dataset	NOUN
h128nc6074f	7	26	with	with	ADP
h128nc6074f	7	27	significant	significant	ADJ
h128nc6074f	7	28	head	head	NOUN
h128nc6074f	7	29	pose	pose	VERB
h128nc6074f	7	30	variation	variation	NOUN
h128nc6074f	7	31	.	.	PUNCT