id	sid	tid	token	lemma	pos
2514nk33w9k	1	1	iris	iris	PROPN
2514nk33w9k	1	2	biometrics	biometric	NOUN
2514nk33w9k	1	3	is	be	AUX
2514nk33w9k	1	4	used	use	VERB
2514nk33w9k	1	5	in	in	ADP
2514nk33w9k	1	6	a	a	DET
2514nk33w9k	1	7	number	number	NOUN
2514nk33w9k	1	8	of	of	ADP
2514nk33w9k	1	9	different	different	ADJ
2514nk33w9k	1	10	applications	application	NOUN
2514nk33w9k	1	11	,	,	PUNCT
2514nk33w9k	1	12	such	such	ADJ
2514nk33w9k	1	13	as	as	ADP
2514nk33w9k	1	14	frequent	frequent	ADJ
2514nk33w9k	1	15	flyer	flyer	NOUN
2514nk33w9k	1	16	programs	program	NOUN
2514nk33w9k	1	17	,	,	PUNCT
2514nk33w9k	1	18	identification	identification	NOUN
2514nk33w9k	1	19	of	of	ADP
2514nk33w9k	1	20	prisoners	prisoner	NOUN
2514nk33w9k	1	21	,	,	PUNCT
2514nk33w9k	1	22	and	and	CCONJ
2514nk33w9k	1	23	border	border	NOUN
2514nk33w9k	1	24	control	control	NOUN
2514nk33w9k	1	25	in	in	ADP
2514nk33w9k	1	26	the	the	DET
2514nk33w9k	1	27	united	united	PROPN
2514nk33w9k	1	28	arab	arab	PROPN
2514nk33w9k	1	29	emirates	emirates	PROPN
2514nk33w9k	1	30	.	.	PUNCT
2514nk33w9k	2	1	however	however	ADV
2514nk33w9k	2	2	,	,	PUNCT
2514nk33w9k	2	3	governments	government	NOUN
2514nk33w9k	2	4	interested	interested	ADJ
2514nk33w9k	2	5	in	in	ADP
2514nk33w9k	2	6	using	use	VERB
2514nk33w9k	2	7	iris	iris	PROPN
2514nk33w9k	2	8	biometrics	biometric	NOUN
2514nk33w9k	2	9	have	have	AUX
2514nk33w9k	2	10	still	still	ADV
2514nk33w9k	2	11	found	find	VERB
2514nk33w9k	2	12	difficulties	difficulty	NOUN
2514nk33w9k	2	13	using	use	VERB
2514nk33w9k	2	14	it	it	PRON
2514nk33w9k	2	15	on	on	ADP
2514nk33w9k	2	16	large	large	ADJ
2514nk33w9k	2	17	populations	population	NOUN
2514nk33w9k	2	18	.	.	PUNCT
2514nk33w9k	3	1	further	further	ADJ
2514nk33w9k	3	2	improvements	improvement	NOUN
2514nk33w9k	3	3	in	in	ADP
2514nk33w9k	3	4	iris	iris	PROPN
2514nk33w9k	3	5	recognition	recognition	PROPN
2514nk33w9k	3	6	are	be	AUX
2514nk33w9k	3	7	required	require	VERB
2514nk33w9k	3	8	in	in	ADP
2514nk33w9k	3	9	order	order	NOUN
2514nk33w9k	3	10	to	to	PART
2514nk33w9k	3	11	enable	enable	VERB
2514nk33w9k	3	12	this	this	DET
2514nk33w9k	3	13	technology	technology	NOUN
2514nk33w9k	3	14	to	to	PART
2514nk33w9k	3	15	be	be	AUX
2514nk33w9k	3	16	used	use	VERB
2514nk33w9k	3	17	in	in	ADP
2514nk33w9k	3	18	more	more	ADJ
2514nk33w9k	3	19	settings	setting	NOUN
2514nk33w9k	3	20	.	.	PUNCT
2514nk33w9k	4	1	in	in	ADP
2514nk33w9k	4	2	this	this	DET
2514nk33w9k	4	3	dissertation	dissertation	NOUN
2514nk33w9k	4	4	,	,	PUNCT
2514nk33w9k	4	5	we	we	PRON
2514nk33w9k	4	6	describe	describe	VERB
2514nk33w9k	4	7	three	three	NUM
2514nk33w9k	4	8	methods	method	NOUN
2514nk33w9k	4	9	of	of	ADP
2514nk33w9k	4	10	reducing	reduce	VERB
2514nk33w9k	4	11	error	error	NOUN
2514nk33w9k	4	12	rates	rate	NOUN
2514nk33w9k	4	13	for	for	ADP
2514nk33w9k	4	14	iris	iris	NOUN
2514nk33w9k	4	15	biometrics	biometric	NOUN
2514nk33w9k	4	16	.	.	PUNCT
2514nk33w9k	5	1	we	we	PRON
2514nk33w9k	5	2	define	define	VERB
2514nk33w9k	5	3	and	and	CCONJ
2514nk33w9k	5	4	employ	employ	VERB
2514nk33w9k	5	5	a	a	DET
2514nk33w9k	5	6	metric	metric	ADJ
2514nk33w9k	5	7	called	call	VERB
2514nk33w9k	5	8	the	the	DET
2514nk33w9k	5	9	fragile	fragile	ADJ
2514nk33w9k	5	10	bit	bit	NOUN
2514nk33w9k	5	11	distance	distance	NOUN
2514nk33w9k	5	12	which	which	PRON
2514nk33w9k	5	13	uses	use	VERB
2514nk33w9k	5	14	the	the	DET
2514nk33w9k	5	15	locations	location	NOUN
2514nk33w9k	5	16	of	of	ADP
2514nk33w9k	5	17	less	less	ADV
2514nk33w9k	5	18	stable	stable	ADJ
2514nk33w9k	5	19	bits	bit	NOUN
2514nk33w9k	5	20	in	in	ADP
2514nk33w9k	5	21	an	an	DET
2514nk33w9k	5	22	iris	iris	NOUN
2514nk33w9k	5	23	template	template	NOUN
2514nk33w9k	5	24	to	to	PART
2514nk33w9k	5	25	improve	improve	VERB
2514nk33w9k	5	26	performance	performance	NOUN
2514nk33w9k	5	27	.	.	PUNCT
2514nk33w9k	6	1	we	we	PRON
2514nk33w9k	6	2	also	also	ADV
2514nk33w9k	6	3	investigate	investigate	VERB
2514nk33w9k	6	4	signal	signal	ADJ
2514nk33w9k	6	5	fusion	fusion	NOUN
2514nk33w9k	6	6	of	of	ADP
2514nk33w9k	6	7	multiple	multiple	ADJ
2514nk33w9k	6	8	frames	frame	NOUN
2514nk33w9k	6	9	in	in	ADP
2514nk33w9k	6	10	an	an	DET
2514nk33w9k	6	11	iris	iris	NOUN
2514nk33w9k	6	12	video	video	NOUN
2514nk33w9k	6	13	to	to	PART
2514nk33w9k	6	14	achieve	achieve	VERB
2514nk33w9k	6	15	better	well	ADJ
2514nk33w9k	6	16	recognition	recognition	NOUN
2514nk33w9k	6	17	performance	performance	NOUN
2514nk33w9k	6	18	than	than	SCONJ
2514nk33w9k	6	19	is	be	AUX
2514nk33w9k	6	20	possible	possible	ADJ
2514nk33w9k	6	21	using	use	VERB
2514nk33w9k	6	22	single	single	ADJ
2514nk33w9k	6	23	still	still	ADJ
2514nk33w9k	6	24	images	image	NOUN
2514nk33w9k	6	25	.	.	PUNCT
2514nk33w9k	7	1	third	third	ADJ
2514nk33w9k	7	2	,	,	PUNCT
2514nk33w9k	7	3	we	we	PRON
2514nk33w9k	7	4	present	present	VERB
2514nk33w9k	7	5	a	a	DET
2514nk33w9k	7	6	study	study	NOUN
2514nk33w9k	7	7	of	of	ADP
2514nk33w9k	7	8	what	what	PRON
2514nk33w9k	7	9	features	feature	NOUN
2514nk33w9k	7	10	are	be	AUX
2514nk33w9k	7	11	useful	useful	ADJ
2514nk33w9k	7	12	for	for	ADP
2514nk33w9k	7	13	identification	identification	NOUN
2514nk33w9k	7	14	in	in	ADP
2514nk33w9k	7	15	the	the	DET
2514nk33w9k	7	16	periocular	periocular	ADJ
2514nk33w9k	7	17	region	region	NOUN
2514nk33w9k	7	18	.	.	PUNCT
2514nk33w9k	8	1	periocular	periocular	ADJ
2514nk33w9k	8	2	biometrics	biometric	NOUN
2514nk33w9k	8	3	is	be	AUX
2514nk33w9k	8	4	still	still	ADV
2514nk33w9k	8	5	an	an	DET
2514nk33w9k	8	6	emerging	emerge	VERB
2514nk33w9k	8	7	field	field	NOUN
2514nk33w9k	8	8	of	of	ADP
2514nk33w9k	8	9	research	research	NOUN
2514nk33w9k	8	10	,	,	PUNCT
2514nk33w9k	8	11	but	but	CCONJ
2514nk33w9k	8	12	we	we	PRON
2514nk33w9k	8	13	anticipate	anticipate	VERB
2514nk33w9k	8	14	that	that	SCONJ
2514nk33w9k	8	15	fusing	fuse	VERB
2514nk33w9k	8	16	periocular	periocular	ADJ
2514nk33w9k	8	17	information	information	NOUN
2514nk33w9k	8	18	with	with	ADP
2514nk33w9k	8	19	iris	iris	PROPN
2514nk33w9k	8	20	information	information	NOUN
2514nk33w9k	8	21	will	will	AUX
2514nk33w9k	8	22	result	result	VERB
2514nk33w9k	8	23	in	in	ADP
2514nk33w9k	8	24	a	a	DET
2514nk33w9k	8	25	more	more	ADV
2514nk33w9k	8	26	robust	robust	ADJ
2514nk33w9k	8	27	biometric	biometric	ADJ
2514nk33w9k	8	28	system	system	NOUN
2514nk33w9k	8	29	.	.	PUNCT
2514nk33w9k	9	1	a	a	DET
2514nk33w9k	9	2	final	final	ADJ
2514nk33w9k	9	3	contribution	contribution	NOUN
2514nk33w9k	9	4	of	of	ADP
2514nk33w9k	9	5	this	this	DET
2514nk33w9k	9	6	work	work	NOUN
2514nk33w9k	9	7	is	be	AUX
2514nk33w9k	9	8	a	a	DET
2514nk33w9k	9	9	study	study	NOUN
2514nk33w9k	9	10	of	of	ADP
2514nk33w9k	9	11	how	how	SCONJ
2514nk33w9k	9	12	iris	iris	PROPN
2514nk33w9k	9	13	biometrics	biometric	NOUN
2514nk33w9k	9	14	performs	perform	VERB
2514nk33w9k	9	15	on	on	ADP
2514nk33w9k	9	16	twins	twin	NOUN
2514nk33w9k	9	17	.	.	PUNCT
2514nk33w9k	10	1	our	our	PRON
2514nk33w9k	10	2	experiments	experiment	NOUN
2514nk33w9k	10	3	confirm	confirm	VERB
2514nk33w9k	10	4	prior	prior	ADJ
2514nk33w9k	10	5	claims	claim	NOUN
2514nk33w9k	10	6	that	that	SCONJ
2514nk33w9k	10	7	iris	iris	PROPN
2514nk33w9k	10	8	biometrics	biometric	NOUN
2514nk33w9k	10	9	is	be	AUX
2514nk33w9k	10	10	capable	capable	ADJ
2514nk33w9k	10	11	of	of	ADP
2514nk33w9k	10	12	differentiating	differentiate	VERB
2514nk33w9k	10	13	between	between	ADP
2514nk33w9k	10	14	twins	twin	NOUN
2514nk33w9k	10	15	.	.	PUNCT
2514nk33w9k	11	1	however	however	ADV
2514nk33w9k	11	2	,	,	PUNCT
2514nk33w9k	11	3	we	we	PRON
2514nk33w9k	11	4	additionally	additionally	ADV
2514nk33w9k	11	5	show	show	VERB
2514nk33w9k	11	6	that	that	SCONJ
2514nk33w9k	11	7	there	there	PRON
2514nk33w9k	11	8	is	be	VERB
2514nk33w9k	11	9	texture	texture	NOUN
2514nk33w9k	11	10	information	information	NOUN
2514nk33w9k	11	11	in	in	ADP
2514nk33w9k	11	12	the	the	DET
2514nk33w9k	11	13	iris	iris	NOUN
2514nk33w9k	11	14	that	that	PRON
2514nk33w9k	11	15	is	be	AUX
2514nk33w9k	11	16	not	not	PART
2514nk33w9k	11	17	encoded	encode	VERB
2514nk33w9k	11	18	by	by	ADP
2514nk33w9k	11	19	traditional	traditional	ADJ
2514nk33w9k	11	20	iris	iris	PROPN
2514nk33w9k	11	21	biometrics	biometric	NOUN
2514nk33w9k	11	22	systems	system	NOUN
2514nk33w9k	11	23	.	.	PUNCT
2514nk33w9k	12	1	our	our	PRON
2514nk33w9k	12	2	experiments	experiment	NOUN
2514nk33w9k	12	3	suggest	suggest	VERB
2514nk33w9k	12	4	that	that	SCONJ
2514nk33w9k	12	5	human	human	ADJ
2514nk33w9k	12	6	examination	examination	NOUN
2514nk33w9k	12	7	of	of	ADP
2514nk33w9k	12	8	pairs	pair	NOUN
2514nk33w9k	12	9	of	of	ADP
2514nk33w9k	12	10	iris	iris	NOUN
2514nk33w9k	12	11	images	image	NOUN
2514nk33w9k	12	12	for	for	ADP
2514nk33w9k	12	13	forensic	forensic	ADJ
2514nk33w9k	12	14	purposes	purpose	NOUN
2514nk33w9k	12	15	may	may	AUX
2514nk33w9k	12	16	be	be	AUX
2514nk33w9k	12	17	feasible	feasible	ADJ
2514nk33w9k	12	18	.	.	PUNCT
2514nk33w9k	13	1	our	our	PRON
2514nk33w9k	13	2	results	result	NOUN
2514nk33w9k	13	3	also	also	ADV
2514nk33w9k	13	4	suggest	suggest	VERB
2514nk33w9k	13	5	that	that	SCONJ
2514nk33w9k	13	6	development	development	NOUN
2514nk33w9k	13	7	of	of	ADP
2514nk33w9k	13	8	different	different	ADJ
2514nk33w9k	13	9	approaches	approach	NOUN
2514nk33w9k	13	10	to	to	ADP
2514nk33w9k	13	11	automated	automate	VERB
2514nk33w9k	13	12	iris	iris	PROPN
2514nk33w9k	13	13	image	image	NOUN
2514nk33w9k	13	14	analysis	analysis	NOUN
2514nk33w9k	13	15	may	may	AUX
2514nk33w9k	13	16	be	be	AUX
2514nk33w9k	13	17	useful	useful	ADJ
2514nk33w9k	13	18	.	.	PUNCT