id	sid	tid	token	lemma	pos
gf06g160j7n	1	1	face	face	NOUN
gf06g160j7n	1	2	recognition	recognition	NOUN
gf06g160j7n	1	3	is	be	AUX
gf06g160j7n	1	4	one	one	NUM
gf06g160j7n	1	5	of	of	ADP
gf06g160j7n	1	6	the	the	DET
gf06g160j7n	1	7	least	least	ADJ
gf06g160j7n	1	8	intrusive	intrusive	ADJ
gf06g160j7n	1	9	modalities	modality	NOUN
gf06g160j7n	1	10	in	in	ADP
gf06g160j7n	1	11	biometrics	biometric	NOUN
gf06g160j7n	1	12	.	.	PUNCT
gf06g160j7n	2	1	our	our	PRON
gf06g160j7n	2	2	research	research	NOUN
gf06g160j7n	2	3	shows	show	VERB
gf06g160j7n	2	4	that	that	SCONJ
gf06g160j7n	2	5	using	use	VERB
gf06g160j7n	2	6	3d	3d	NOUN
gf06g160j7n	2	7	face	face	NOUN
gf06g160j7n	2	8	data	datum	NOUN
gf06g160j7n	2	9	for	for	ADP
gf06g160j7n	2	10	recognition	recognition	NOUN
gf06g160j7n	2	11	provides	provide	VERB
gf06g160j7n	2	12	a	a	DET
gf06g160j7n	2	13	promising	promising	ADJ
gf06g160j7n	2	14	route	route	NOUN
gf06g160j7n	2	15	to	to	ADP
gf06g160j7n	2	16	improved	improve	VERB
gf06g160j7n	2	17	performance	performance	NOUN
gf06g160j7n	2	18	.	.	PUNCT
gf06g160j7n	3	1	in	in	ADP
gf06g160j7n	3	2	this	this	DET
gf06g160j7n	3	3	dissertation	dissertation	NOUN
gf06g160j7n	3	4	,	,	PUNCT
gf06g160j7n	3	5	we	we	PRON
gf06g160j7n	3	6	introduce	introduce	VERB
gf06g160j7n	3	7	a	a	DET
gf06g160j7n	3	8	new	new	ADJ
gf06g160j7n	3	9	system	system	NOUN
gf06g160j7n	3	10	for	for	ADP
gf06g160j7n	3	11	3d	3d	PRON
gf06g160j7n	3	12	face	face	NOUN
gf06g160j7n	3	13	recognition	recognition	NOUN
gf06g160j7n	3	14	that	that	PRON
gf06g160j7n	3	15	addresses	address	VERB
gf06g160j7n	3	16	many	many	ADJ
gf06g160j7n	3	17	of	of	ADP
gf06g160j7n	3	18	the	the	DET
gf06g160j7n	3	19	current	current	ADJ
gf06g160j7n	3	20	challenges	challenge	NOUN
gf06g160j7n	3	21	preventing	prevent	VERB
gf06g160j7n	3	22	this	this	DET
gf06g160j7n	3	23	technology	technology	NOUN
gf06g160j7n	3	24	from	from	ADP
gf06g160j7n	3	25	becoming	become	VERB
gf06g160j7n	3	26	viable	viable	ADJ
gf06g160j7n	3	27	.	.	PUNCT
gf06g160j7n	4	1	the	the	DET
gf06g160j7n	4	2	first	first	ADJ
gf06g160j7n	4	3	challenge	challenge	NOUN
gf06g160j7n	4	4	is	be	AUX
gf06g160j7n	4	5	to	to	PART
gf06g160j7n	4	6	determine	determine	VERB
gf06g160j7n	4	7	the	the	DET
gf06g160j7n	4	8	feasibility	feasibility	NOUN
gf06g160j7n	4	9	of	of	ADP
gf06g160j7n	4	10	combining	combine	VERB
gf06g160j7n	4	11	data	datum	NOUN
gf06g160j7n	4	12	from	from	ADP
gf06g160j7n	4	13	multiple	multiple	ADJ
gf06g160j7n	4	14	sensors	sensor	NOUN
gf06g160j7n	4	15	.	.	PUNCT
gf06g160j7n	5	1	next	next	ADV
gf06g160j7n	5	2	,	,	PUNCT
gf06g160j7n	5	3	we	we	PRON
gf06g160j7n	5	4	create	create	VERB
gf06g160j7n	5	5	a	a	DET
gf06g160j7n	5	6	technique	technique	NOUN
gf06g160j7n	5	7	named	name	VERB
gf06g160j7n	5	8	region	region	NOUN
gf06g160j7n	5	9	ensemble	ensemble	VERB
gf06g160j7n	5	10	for	for	ADP
gf06g160j7n	5	11	face	face	NOUN
gf06g160j7n	5	12	recognition	recognition	NOUN
gf06g160j7n	5	13	(	(	PUNCT
gf06g160j7n	5	14	refer	refer	VERB
gf06g160j7n	5	15	)	)	PUNCT
gf06g160j7n	5	16	that	that	PRON
gf06g160j7n	5	17	is	be	AUX
gf06g160j7n	5	18	capable	capable	ADJ
gf06g160j7n	5	19	of	of	ADP
gf06g160j7n	5	20	matching	match	VERB
gf06g160j7n	5	21	3d	3d	NOUN
gf06g160j7n	5	22	face	face	NOUN
gf06g160j7n	5	23	images	image	NOUN
gf06g160j7n	5	24	in	in	ADP
gf06g160j7n	5	25	the	the	DET
gf06g160j7n	5	26	presence	presence	NOUN
gf06g160j7n	5	27	of	of	ADP
gf06g160j7n	5	28	expressions	expression	NOUN
gf06g160j7n	5	29	and	and	CCONJ
gf06g160j7n	5	30	occlusion	occlusion	NOUN
gf06g160j7n	5	31	.	.	PUNCT
gf06g160j7n	6	1	accurate	accurate	ADJ
gf06g160j7n	6	2	feature	feature	NOUN
gf06g160j7n	6	3	detection	detection	NOUN
gf06g160j7n	6	4	and	and	CCONJ
gf06g160j7n	6	5	pose	pose	VERB
gf06g160j7n	6	6	recognition	recognition	NOUN
gf06g160j7n	6	7	is	be	AUX
gf06g160j7n	6	8	accomplished	accomplish	VERB
gf06g160j7n	6	9	through	through	ADP
gf06g160j7n	6	10	a	a	DET
gf06g160j7n	6	11	novel	novel	ADJ
gf06g160j7n	6	12	technique	technique	NOUN
gf06g160j7n	6	13	that	that	PRON
gf06g160j7n	6	14	we	we	PRON
gf06g160j7n	6	15	have	have	AUX
gf06g160j7n	6	16	created	create	VERB
gf06g160j7n	6	17	,	,	PUNCT
gf06g160j7n	6	18	named	name	VERB
gf06g160j7n	6	19	rotated	rotate	VERB
gf06g160j7n	6	20	profile	profile	NOUN
gf06g160j7n	6	21	signatures	signature	NOUN
gf06g160j7n	6	22	(	(	PUNCT
gf06g160j7n	6	23	rps	rps	PROPN
gf06g160j7n	6	24	)	)	PUNCT
gf06g160j7n	6	25	.	.	PUNCT
gf06g160j7n	7	1	scalability	scalability	NOUN
gf06g160j7n	7	2	issues	issue	NOUN
gf06g160j7n	7	3	are	be	AUX
gf06g160j7n	7	4	mitigated	mitigate	VERB
gf06g160j7n	7	5	by	by	ADP
gf06g160j7n	7	6	combining	combine	VERB
gf06g160j7n	7	7	a	a	DET
gf06g160j7n	7	8	feature	feature	NOUN
gf06g160j7n	7	9	-	-	PUNCT
gf06g160j7n	7	10	based	base	VERB
gf06g160j7n	7	11	indexing	indexing	NOUN
gf06g160j7n	7	12	technique	technique	NOUN
gf06g160j7n	7	13	with	with	ADP
gf06g160j7n	7	14	desktop	desktop	NOUN
gf06g160j7n	7	15	grid	grid	NOUN
gf06g160j7n	7	16	processing	processing	NOUN
gf06g160j7n	7	17	to	to	PART
gf06g160j7n	7	18	greatly	greatly	ADV
gf06g160j7n	7	19	reduce	reduce	VERB
gf06g160j7n	7	20	the	the	DET
gf06g160j7n	7	21	amount	amount	NOUN
gf06g160j7n	7	22	of	of	ADP
gf06g160j7n	7	23	time	time	NOUN
gf06g160j7n	7	24	required	require	VERB
gf06g160j7n	7	25	for	for	ADP
gf06g160j7n	7	26	recognition	recognition	NOUN
gf06g160j7n	7	27	experiments	experiment	NOUN
gf06g160j7n	7	28	.	.	PUNCT
gf06g160j7n	8	1	finally	finally	ADV
gf06g160j7n	8	2	,	,	PUNCT
gf06g160j7n	8	3	we	we	PRON
gf06g160j7n	8	4	investigate	investigate	VERB
gf06g160j7n	8	5	the	the	DET
gf06g160j7n	8	6	potential	potential	ADJ
gf06g160j7n	8	7	benefits	benefit	NOUN
gf06g160j7n	8	8	of	of	ADP
gf06g160j7n	8	9	using	use	VERB
gf06g160j7n	8	10	a	a	DET
gf06g160j7n	8	11	multi	multi	ADJ
gf06g160j7n	8	12	-	-	ADJ
gf06g160j7n	8	13	instance	instance	NOUN
gf06g160j7n	8	14	enrollment	enrollment	NOUN
gf06g160j7n	8	15	approach	approach	NOUN
gf06g160j7n	8	16	that	that	PRON
gf06g160j7n	8	17	can	can	AUX
gf06g160j7n	8	18	be	be	AUX
gf06g160j7n	8	19	used	use	VERB
gf06g160j7n	8	20	to	to	PART
gf06g160j7n	8	21	further	far	ADV
gf06g160j7n	8	22	increase	increase	VERB
gf06g160j7n	8	23	the	the	DET
gf06g160j7n	8	24	performance	performance	NOUN
gf06g160j7n	8	25	of	of	ADP
gf06g160j7n	8	26	our	our	PRON
gf06g160j7n	8	27	system	system	NOUN
gf06g160j7n	8	28	.	.	PUNCT
gf06g160j7n	9	1	these	these	DET
gf06g160j7n	9	2	solutions	solution	NOUN
gf06g160j7n	9	3	result	result	VERB
gf06g160j7n	9	4	in	in	ADP
gf06g160j7n	9	5	a	a	DET
gf06g160j7n	9	6	final	final	ADJ
gf06g160j7n	9	7	system	system	NOUN
gf06g160j7n	9	8	that	that	PRON
gf06g160j7n	9	9	is	be	AUX
gf06g160j7n	9	10	capable	capable	ADJ
gf06g160j7n	9	11	of	of	ADP
gf06g160j7n	9	12	deployment	deployment	NOUN
gf06g160j7n	9	13	in	in	ADP
gf06g160j7n	9	14	a	a	DET
gf06g160j7n	9	15	variety	variety	NOUN
gf06g160j7n	9	16	of	of	ADP
gf06g160j7n	9	17	realistic	realistic	ADJ
gf06g160j7n	9	18	biometric	biometric	ADJ
gf06g160j7n	9	19	scenarios	scenario	NOUN
gf06g160j7n	9	20	.	.	PUNCT