id	sid	tid	token	lemma	pos
gm80ht2740r	1	1	biometrics	biometric	NOUN
gm80ht2740r	1	2	,	,	PUNCT
gm80ht2740r	1	3	the	the	DET
gm80ht2740r	1	4	discipline	discipline	NOUN
gm80ht2740r	1	5	of	of	ADP
gm80ht2740r	1	6	establishing	establish	VERB
gm80ht2740r	1	7	an	an	DET
gm80ht2740r	1	8	individual	individual	NOUN
gm80ht2740r	1	9	's	's	PART
gm80ht2740r	1	10	identity	identity	NOUN
gm80ht2740r	1	11	based	base	VERB
gm80ht2740r	1	12	upon	upon	SCONJ
gm80ht2740r	1	13	physical	physical	ADJ
gm80ht2740r	1	14	or	or	CCONJ
gm80ht2740r	1	15	behavioral	behavioral	ADJ
gm80ht2740r	1	16	characteristics	characteristic	NOUN
gm80ht2740r	1	17	,	,	PUNCT
gm80ht2740r	1	18	has	have	AUX
gm80ht2740r	1	19	become	become	VERB
gm80ht2740r	1	20	a	a	DET
gm80ht2740r	1	21	major	major	ADJ
gm80ht2740r	1	22	research	research	NOUN
gm80ht2740r	1	23	area	area	NOUN
gm80ht2740r	1	24	due	due	ADP
gm80ht2740r	1	25	to	to	ADP
gm80ht2740r	1	26	the	the	DET
gm80ht2740r	1	27	numerous	numerous	ADJ
gm80ht2740r	1	28	applications	application	NOUN
gm80ht2740r	1	29	for	for	ADP
gm80ht2740r	1	30	reliable	reliable	ADJ
gm80ht2740r	1	31	personal	personal	ADJ
gm80ht2740r	1	32	identification	identification	NOUN
gm80ht2740r	1	33	.	.	PUNCT
gm80ht2740r	2	1	the	the	DET
gm80ht2740r	2	2	performance	performance	NOUN
gm80ht2740r	2	3	of	of	ADP
gm80ht2740r	2	4	a	a	DET
gm80ht2740r	2	5	biometric	biometric	ADJ
gm80ht2740r	2	6	system	system	NOUN
gm80ht2740r	2	7	is	be	AUX
gm80ht2740r	2	8	highly	highly	ADV
gm80ht2740r	2	9	dependent	dependent	ADJ
gm80ht2740r	2	10	on	on	ADP
gm80ht2740r	2	11	the	the	DET
gm80ht2740r	2	12	chosen	choose	VERB
gm80ht2740r	2	13	biometric	biometric	ADJ
gm80ht2740r	2	14	identifier	identifier	NOUN
gm80ht2740r	2	15	.	.	PUNCT
gm80ht2740r	3	1	a	a	DET
gm80ht2740r	3	2	novel	novel	ADJ
gm80ht2740r	3	3	approach	approach	NOUN
gm80ht2740r	3	4	for	for	ADP
gm80ht2740r	3	5	personal	personal	ADJ
gm80ht2740r	3	6	identification	identification	NOUN
gm80ht2740r	3	7	which	which	PRON
gm80ht2740r	3	8	utilizes	utilize	VERB
gm80ht2740r	3	9	3d	3d	PRON
gm80ht2740r	3	10	finger	finger	NOUN
gm80ht2740r	3	11	surface	surface	NOUN
gm80ht2740r	3	12	features	feature	VERB
gm80ht2740r	3	13	as	as	ADP
gm80ht2740r	3	14	a	a	DET
gm80ht2740r	3	15	biometric	biometric	ADJ
gm80ht2740r	3	16	identifier	identifier	NOUN
gm80ht2740r	3	17	is	be	AUX
gm80ht2740r	3	18	presented	present	VERB
gm80ht2740r	3	19	.	.	PUNCT
gm80ht2740r	4	1	using	use	VERB
gm80ht2740r	4	2	3d	3d	NOUN
gm80ht2740r	4	3	range	range	NOUN
gm80ht2740r	4	4	images	image	NOUN
gm80ht2740r	4	5	of	of	ADP
gm80ht2740r	4	6	the	the	DET
gm80ht2740r	4	7	hand	hand	NOUN
gm80ht2740r	4	8	,	,	PUNCT
gm80ht2740r	4	9	a	a	DET
gm80ht2740r	4	10	surface	surface	NOUN
gm80ht2740r	4	11	representation	representation	NOUN
gm80ht2740r	4	12	for	for	ADP
gm80ht2740r	4	13	the	the	DET
gm80ht2740r	4	14	index	index	NOUN
gm80ht2740r	4	15	,	,	PUNCT
gm80ht2740r	4	16	middle	middle	ADJ
gm80ht2740r	4	17	,	,	PUNCT
gm80ht2740r	4	18	and	and	CCONJ
gm80ht2740r	4	19	ring	ring	NOUN
gm80ht2740r	4	20	finger	finger	NOUN
gm80ht2740r	4	21	is	be	AUX
gm80ht2740r	4	22	calculated	calculate	VERB
gm80ht2740r	4	23	and	and	CCONJ
gm80ht2740r	4	24	used	use	VERB
gm80ht2740r	4	25	for	for	ADP
gm80ht2740r	4	26	comparison	comparison	NOUN
gm80ht2740r	4	27	to	to	PART
gm80ht2740r	4	28	determine	determine	VERB
gm80ht2740r	4	29	subject	subject	ADJ
gm80ht2740r	4	30	similarity	similarity	NOUN
gm80ht2740r	4	31	.	.	PUNCT
gm80ht2740r	5	1	the	the	DET
gm80ht2740r	5	2	curvature	curvature	NOUN
gm80ht2740r	5	3	based	base	VERB
gm80ht2740r	5	4	shape	shape	NOUN
gm80ht2740r	5	5	index	index	NOUN
gm80ht2740r	5	6	is	be	AUX
gm80ht2740r	5	7	used	use	VERB
gm80ht2740r	5	8	to	to	PART
gm80ht2740r	5	9	represent	represent	VERB
gm80ht2740r	5	10	the	the	DET
gm80ht2740r	5	11	finger	finger	NOUN
gm80ht2740r	5	12	surfaces	surface	NOUN
gm80ht2740r	5	13	.	.	PUNCT
gm80ht2740r	6	1	a	a	DET
gm80ht2740r	6	2	large	large	ADJ
gm80ht2740r	6	3	unique	unique	ADJ
gm80ht2740r	6	4	database	database	NOUN
gm80ht2740r	6	5	of	of	ADP
gm80ht2740r	6	6	hand	hand	NOUN
gm80ht2740r	6	7	images	image	NOUN
gm80ht2740r	6	8	supports	support	VERB
gm80ht2740r	6	9	the	the	DET
gm80ht2740r	6	10	research	research	NOUN
gm80ht2740r	6	11	.	.	PUNCT
gm80ht2740r	7	1	data	datum	NOUN
gm80ht2740r	7	2	sets	set	NOUN
gm80ht2740r	7	3	obtained	obtain	VERB
gm80ht2740r	7	4	over	over	ADP
gm80ht2740r	7	5	time	time	NOUN
gm80ht2740r	7	6	are	be	AUX
gm80ht2740r	7	7	used	use	VERB
gm80ht2740r	7	8	to	to	PART
gm80ht2740r	7	9	examine	examine	VERB
gm80ht2740r	7	10	the	the	DET
gm80ht2740r	7	11	performance	performance	NOUN
gm80ht2740r	7	12	of	of	ADP
gm80ht2740r	7	13	each	each	DET
gm80ht2740r	7	14	individual	individual	ADJ
gm80ht2740r	7	15	finger	finger	NOUN
gm80ht2740r	7	16	surface	surface	NOUN
gm80ht2740r	7	17	as	as	ADP
gm80ht2740r	7	18	a	a	DET
gm80ht2740r	7	19	biometric	biometric	ADJ
gm80ht2740r	7	20	identifier	identifier	NOUN
gm80ht2740r	7	21	as	as	ADV
gm80ht2740r	7	22	well	well	ADV
gm80ht2740r	7	23	as	as	ADP
gm80ht2740r	7	24	the	the	DET
gm80ht2740r	7	25	recognition	recognition	NOUN
gm80ht2740r	7	26	performance	performance	NOUN
gm80ht2740r	7	27	obtained	obtain	VERB
gm80ht2740r	7	28	when	when	SCONJ
gm80ht2740r	7	29	combining	combine	VERB
gm80ht2740r	7	30	them	they	PRON
gm80ht2740r	7	31	.	.	PUNCT
gm80ht2740r	8	1	the	the	DET
gm80ht2740r	8	2	probe	probe	NOUN
gm80ht2740r	8	3	and	and	CCONJ
gm80ht2740r	8	4	gallery	gallery	NOUN
gm80ht2740r	8	5	sets	set	VERB
gm80ht2740r	8	6	sizes	size	NOUN
gm80ht2740r	8	7	are	be	AUX
gm80ht2740r	8	8	varied	varied	ADJ
gm80ht2740r	8	9	to	to	PART
gm80ht2740r	8	10	determine	determine	VERB
gm80ht2740r	8	11	their	their	PRON
gm80ht2740r	8	12	affect	affect	NOUN
gm80ht2740r	8	13	on	on	ADP
gm80ht2740r	8	14	overall	overall	ADJ
gm80ht2740r	8	15	system	system	NOUN
gm80ht2740r	8	16	performance	performance	NOUN
gm80ht2740r	8	17	.	.	PUNCT
gm80ht2740r	9	1	performance	performance	NOUN
gm80ht2740r	9	2	results	result	NOUN
gm80ht2740r	9	3	for	for	ADP
gm80ht2740r	9	4	both	both	PRON
gm80ht2740r	9	5	authentication	authentication	NOUN
gm80ht2740r	9	6	and	and	CCONJ
gm80ht2740r	9	7	identification	identification	NOUN
gm80ht2740r	9	8	tasks	task	NOUN
gm80ht2740r	9	9	are	be	AUX
gm80ht2740r	9	10	presented	present	VERB
gm80ht2740r	9	11	,	,	PUNCT
gm80ht2740r	9	12	which	which	PRON
gm80ht2740r	9	13	suggest	suggest	VERB
gm80ht2740r	9	14	that	that	SCONJ
gm80ht2740r	9	15	3d	3d	DET
gm80ht2740r	9	16	finger	finger	NOUN
gm80ht2740r	9	17	surface	surface	NOUN
gm80ht2740r	9	18	is	be	AUX
gm80ht2740r	9	19	a	a	DET
gm80ht2740r	9	20	viable	viable	ADJ
gm80ht2740r	9	21	choice	choice	NOUN
gm80ht2740r	9	22	as	as	ADP
gm80ht2740r	9	23	a	a	DET
gm80ht2740r	9	24	biometric	biometric	ADJ
gm80ht2740r	9	25	identifier	identifier	NOUN
gm80ht2740r	9	26	.	.	PUNCT