id	sid	tid	token	lemma	pos
c821gh95m2m	1	1	3d	3d	DET
c821gh95m2m	1	2	face	face	NOUN
c821gh95m2m	1	3	shape	shape	NOUN
c821gh95m2m	1	4	biometrics	biometric	NOUN
c821gh95m2m	1	5	,	,	PUNCT
c821gh95m2m	1	6	with	with	ADP
c821gh95m2m	1	7	greater	great	ADJ
c821gh95m2m	1	8	pose	pose	NOUN
c821gh95m2m	1	9	and	and	CCONJ
c821gh95m2m	1	10	lighting	lighting	NOUN
c821gh95m2m	1	11	condition	condition	NOUN
c821gh95m2m	1	12	data	datum	NOUN
c821gh95m2m	1	13	invariancethan	invariancethan	ADP
c821gh95m2m	1	14	2d	2d	PROPN
c821gh95m2m	1	15	(	(	PUNCT
c821gh95m2m	1	16	photometric	photometric	NOUN
c821gh95m2m	1	17	)	)	PUNCT
c821gh95m2m	1	18	,	,	PUNCT
c821gh95m2m	1	19	has	have	VERB
c821gh95m2m	1	20	the	the	DET
c821gh95m2m	1	21	potential	potential	NOUN
c821gh95m2m	1	22	to	to	PART
c821gh95m2m	1	23	yield	yield	VERB
c821gh95m2m	1	24	superior	superior	ADJ
c821gh95m2m	1	25	performance	performance	NOUN
c821gh95m2m	1	26	to	to	ADP
c821gh95m2m	1	27	2d	2d	DET
c821gh95m2m	1	28	data	datum	NOUN
c821gh95m2m	1	29	forsome	forsome	NOUN
c821gh95m2m	1	30	applications	application	NOUN
c821gh95m2m	1	31	.	.	PUNCT
c821gh95m2m	2	1	however	however	ADV
c821gh95m2m	2	2	,	,	PUNCT
c821gh95m2m	2	3	many	many	ADJ
c821gh95m2m	2	4	of	of	ADP
c821gh95m2m	2	5	the	the	DET
c821gh95m2m	2	6	capture	capture	NOUN
c821gh95m2m	2	7	limitations	limitation	NOUN
c821gh95m2m	2	8	of	of	ADP
c821gh95m2m	2	9	3d	3d	PRON
c821gh95m2m	2	10	scanners	scanner	NOUN
c821gh95m2m	2	11	are	be	AUX
c821gh95m2m	2	12	the	the	DET
c821gh95m2m	2	13	sameas	samea	NOUN
c821gh95m2m	2	14	those	those	PRON
c821gh95m2m	2	15	of	of	ADP
c821gh95m2m	2	16	2d	2d	PRON
c821gh95m2m	2	17	biometric	biometric	ADJ
c821gh95m2m	2	18	capture	capture	NOUN
c821gh95m2m	2	19	devices	device	NOUN
c821gh95m2m	2	20	with	with	ADP
c821gh95m2m	2	21	respect	respect	NOUN
c821gh95m2m	2	22	to	to	ADP
c821gh95m2m	2	23	lighting	lighting	NOUN
c821gh95m2m	2	24	,	,	PUNCT
c821gh95m2m	2	25	environmental	environmental	ADJ
c821gh95m2m	2	26	,	,	PUNCT
c821gh95m2m	2	27	andsubject	andsubject	ADJ
c821gh95m2m	2	28	configurations	configuration	NOUN
c821gh95m2m	2	29	.	.	PUNCT
c821gh95m2m	3	1	many	many	ADJ
c821gh95m2m	3	2	of	of	ADP
c821gh95m2m	3	3	the	the	DET
c821gh95m2m	3	4	claimed	claim	VERB
c821gh95m2m	3	5	advantages	advantage	NOUN
c821gh95m2m	3	6	of	of	ADP
c821gh95m2m	3	7	3d	3d	NOUN
c821gh95m2m	3	8	over	over	ADP
c821gh95m2m	3	9	2d	2d	NOUN
c821gh95m2m	3	10	do	do	AUX
c821gh95m2m	3	11	not	not	PART
c821gh95m2m	3	12	exist	exist	VERB
c821gh95m2m	3	13	undercurrent	undercurrent	ADJ
c821gh95m2m	3	14	capture	capture	NOUN
c821gh95m2m	3	15	configurations	configuration	NOUN
c821gh95m2m	3	16	.	.	PUNCT
c821gh95m2m	4	1	in	in	ADP
c821gh95m2m	4	2	addition	addition	NOUN
c821gh95m2m	4	3	,	,	PUNCT
c821gh95m2m	4	4	3d	3d	NOUN
c821gh95m2m	4	5	scanners	scanner	NOUN
c821gh95m2m	4	6	themselves	themselves	PRON
c821gh95m2m	4	7	are	be	AUX
c821gh95m2m	4	8	more	more	ADJ
c821gh95m2m	4	9	expensivethan	expensivethan	X
c821gh95m2m	4	10	2d	2d	X
c821gh95m2m	4	11	cameras	camera	NOUN
c821gh95m2m	4	12	,	,	PUNCT
c821gh95m2m	4	13	and	and	CCONJ
c821gh95m2m	4	14	3d	3d	PRON
c821gh95m2m	4	15	biometric	biometric	ADJ
c821gh95m2m	4	16	data	datum	NOUN
c821gh95m2m	4	17	are	be	AUX
c821gh95m2m	4	18	unavailable	unavailable	ADJ
c821gh95m2m	4	19	on	on	ADP
c821gh95m2m	4	20	many	many	ADJ
c821gh95m2m	4	21	of	of	ADP
c821gh95m2m	4	22	the	the	DET
c821gh95m2m	4	23	subjects	subject	NOUN
c821gh95m2m	4	24	wewould	wewould	AUX
c821gh95m2m	4	25	like	like	VERB
c821gh95m2m	4	26	to	to	PART
c821gh95m2m	4	27	identify	identify	VERB
c821gh95m2m	4	28	.	.	PUNCT
c821gh95m2m	5	1	further	far	ADV
c821gh95m2m	5	2	,	,	PUNCT
c821gh95m2m	5	3	the	the	DET
c821gh95m2m	5	4	significant	significant	ADJ
c821gh95m2m	5	5	computational	computational	ADJ
c821gh95m2m	5	6	cost	cost	NOUN
c821gh95m2m	5	7	of	of	ADP
c821gh95m2m	5	8	3d	3d	PRON
c821gh95m2m	5	9	face	face	NOUN
c821gh95m2m	5	10	recognitionhas	recognitionha	NOUN
c821gh95m2m	5	11	made	make	VERB
c821gh95m2m	5	12	large	large	ADJ
c821gh95m2m	5	13	scale	scale	NOUN
c821gh95m2m	5	14	deployment	deployment	NOUN
c821gh95m2m	5	15	of	of	ADP
c821gh95m2m	5	16	3d	3d	NOUN
c821gh95m2m	5	17	face	face	NOUN
c821gh95m2m	5	18	recognition	recognition	PROPN
c821gh95m2m	5	19	impractical	impractical	ADJ
c821gh95m2m	5	20	.	.	PUNCT
c821gh95m2m	6	1	the	the	DET
c821gh95m2m	6	2	focus	focus	NOUN
c821gh95m2m	6	3	of	of	ADP
c821gh95m2m	6	4	thisthesis	thisthesis	NOUN
c821gh95m2m	6	5	is	be	AUX
c821gh95m2m	6	6	to	to	PART
c821gh95m2m	6	7	address	address	VERB
c821gh95m2m	6	8	these	these	DET
c821gh95m2m	6	9	issues	issue	NOUN
c821gh95m2m	6	10	to	to	PART
c821gh95m2m	6	11	improve	improve	VERB
c821gh95m2m	6	12	the	the	DET
c821gh95m2m	6	13	feasability	feasability	NOUN
c821gh95m2m	6	14	of	of	ADP
c821gh95m2m	6	15	3d	3d	PRON
c821gh95m2m	6	16	face	face	NOUN
c821gh95m2m	6	17	recognition	recognition	NOUN
c821gh95m2m	6	18	so	so	SCONJ
c821gh95m2m	6	19	that	that	SCONJ
c821gh95m2m	6	20	itis	itis	NOUN
c821gh95m2m	6	21	more	more	ADV
c821gh95m2m	6	22	applicable	applicable	ADJ
c821gh95m2m	6	23	outside	outside	ADP
c821gh95m2m	6	24	of	of	ADP
c821gh95m2m	6	25	a	a	DET
c821gh95m2m	6	26	research	research	NOUN
c821gh95m2m	6	27	environment	environment	NOUN
c821gh95m2m	6	28	.	.	PUNCT
c821gh95m2m	7	1	in	in	ADP
c821gh95m2m	7	2	particular	particular	ADJ
c821gh95m2m	7	3	,	,	PUNCT
c821gh95m2m	7	4	the	the	DET
c821gh95m2m	7	5	focus	focus	NOUN
c821gh95m2m	7	6	is	be	AUX
c821gh95m2m	7	7	onimproving	onimprove	VERB
c821gh95m2m	7	8	the	the	DET
c821gh95m2m	7	9	methods	method	NOUN
c821gh95m2m	7	10	and	and	CCONJ
c821gh95m2m	7	11	hardware	hardware	NOUN
c821gh95m2m	7	12	needed	need	VERB
c821gh95m2m	7	13	to	to	PART
c821gh95m2m	7	14	produce	produce	VERB
c821gh95m2m	7	15	a	a	DET
c821gh95m2m	7	16	3d	3d	NOUN
c821gh95m2m	7	17	model	model	NOUN
c821gh95m2m	7	18	of	of	ADP
c821gh95m2m	7	19	a	a	DET
c821gh95m2m	7	20	face	face	NOUN
c821gh95m2m	7	21	,	,	PUNCT
c821gh95m2m	7	22	improvingbiometric	improvingbiometric	ADJ
c821gh95m2m	7	23	recognition	recognition	NOUN
c821gh95m2m	7	24	and	and	CCONJ
c821gh95m2m	7	25	verification	verification	NOUN
c821gh95m2m	7	26	performance	performance	NOUN
c821gh95m2m	7	27	,	,	PUNCT
c821gh95m2m	7	28	and	and	CCONJ
c821gh95m2m	7	29	decreasing	decrease	VERB
c821gh95m2m	7	30	the	the	DET
c821gh95m2m	7	31	computationalcost	computationalcost	NOUN
c821gh95m2m	7	32	to	to	PART
c821gh95m2m	7	33	allow	allow	VERB
c821gh95m2m	7	34	for	for	ADP
c821gh95m2m	7	35	larger	large	ADJ
c821gh95m2m	7	36	scale	scale	NOUN
c821gh95m2m	7	37	applications	application	NOUN
c821gh95m2m	7	38	.	.	PUNCT
c821gh95m2m	8	1	in	in	ADP
c821gh95m2m	8	2	this	this	DET
c821gh95m2m	8	3	thesis	thesis	NOUN
c821gh95m2m	8	4	,	,	PUNCT
c821gh95m2m	8	5	i	i	PRON
c821gh95m2m	8	6	propose	propose	VERB
c821gh95m2m	8	7	a	a	DET
c821gh95m2m	8	8	new	new	ADJ
c821gh95m2m	8	9	structure	structure	NOUN
c821gh95m2m	8	10	frommotion	frommotion	NOUN
c821gh95m2m	8	11	approach	approach	NOUN
c821gh95m2m	8	12	,	,	PUNCT
c821gh95m2m	8	13	a	a	DET
c821gh95m2m	8	14	new	new	ADJ
c821gh95m2m	8	15	fast	fast	ADJ
c821gh95m2m	8	16	3d	3d	NOUN
c821gh95m2m	8	17	face	face	NOUN
c821gh95m2m	8	18	biometric	biometric	ADJ
c821gh95m2m	8	19	,	,	PUNCT
c821gh95m2m	8	20	and	and	CCONJ
c821gh95m2m	8	21	examine	examine	VERB
c821gh95m2m	8	22	the	the	DET
c821gh95m2m	8	23	impact	impact	NOUN
c821gh95m2m	8	24	of	of	ADP
c821gh95m2m	8	25	movement	movement	NOUN
c821gh95m2m	8	26	onexisting	onexiste	VERB
c821gh95m2m	8	27	structure	structure	NOUN
c821gh95m2m	8	28	from	from	ADP
c821gh95m2m	8	29	light	light	ADJ
c821gh95m2m	8	30	devices	device	NOUN
c821gh95m2m	8	31	.	.	PUNCT