id	sid	tid	token	lemma	pos
iajs-546	1	1	1a@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	1a@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	PROPN
iajs-546	1	2	�	�	PROPN
iajs-546	1	3	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	NUM
iajs-546	1	4	:	:	PUNCT
iajs-546	1	5	a@âig@ú‹	a@âig@ú‹	PROPN
iajs-546	1	6	©	©	PROPN
iajs-546	1	7	@ü‹26@@öü»€a@i1@‚b«@h2013	@ü‹26@@öü»€a@i1@‚b«@h2013	PROPN
iajs-546	1	8	ibn	ibn	PROPN
iajs-546	1	9	al	al	PROPN
iajs-546	1	10	-	-	PUNCT
iajs-546	1	11	haitham	haitham	PROPN
iajs-546	1	12	jour	jour	X
iajs-546	1	13	.	.	PROPN
iajs-546	1	14	for	for	ADP
iajs-546	1	15	pure	pure	ADJ
iajs-546	1	16	&	&	CCONJ
iajs-546	1	17	appl	appl	PROPN
iajs-546	1	18	.	.	PUNCT
iajs-546	2	1	sci	sci	PROPN
iajs-546	2	2	.	.	PUNCT
iajs-546	2	3	vol	vol	NOUN
iajs-546	2	4	.	.	PROPN
iajs-546	3	1	26	26	NUM
iajs-546	3	2	(	(	PUNCT
iajs-546	3	3	1	1	NUM
iajs-546	3	4	)	)	PUNCT
iajs-546	3	5	2013	2013	NUM
iajs-546	3	6	security	security	NOUN
iajs-546	3	7	of	of	ADP
iajs-546	3	8	iris	iris	NOUN
iajs-546	3	9	recognition	recognition	NOUN
iajs-546	3	10	and	and	CCONJ
iajs-546	3	11	voice	voice	NOUN
iajs-546	3	12	recognition	recognition	NOUN
iajs-546	3	13	techniques	technique	NOUN
iajs-546	3	14	ayad	ayad	PROPN
iajs-546	3	15	r.	r.	PROPN
iajs-546	3	16	raoof	raoof	PROPN
iajs-546	3	17	computer	computer	NOUN
iajs-546	3	18	center	center	NOUN
iajs-546	3	19	/	/	SYM
iajs-546	3	20	college	college	NOUN
iajs-546	3	21	of	of	ADP
iajs-546	3	22	administration	administration	NOUN
iajs-546	3	23	and	and	CCONJ
iajs-546	3	24	economics	economics	PROPN
iajs-546	3	25	/	/	SYM
iajs-546	3	26	university	university	PROPN
iajs-546	3	27	of	of	ADP
iajs-546	3	28	baghdad	baghdad	PROPN
iajs-546	3	29	received	receive	VERB
iajs-546	3	30	in	in	ADP
iajs-546	3	31	:	:	PUNCT
iajs-546	3	32	16	16	NUM
iajs-546	3	33	february	february	PROPN
iajs-546	3	34	2012	2012	NUM
iajs-546	3	35	,	,	PUNCT
iajs-546	3	36	accepted	accept	VERB
iajs-546	4	1	in:12	in:12	CCONJ
iajs-546	4	2	september	september	PROPN
iajs-546	4	3	2012	2012	NUM
iajs-546	4	4	abstract	abstract	ADV
iajs-546	4	5	recently	recently	ADV
iajs-546	4	6	,	,	PUNCT
iajs-546	4	7	biometric	biometric	ADJ
iajs-546	4	8	technologies	technology	NOUN
iajs-546	4	9	are	be	AUX
iajs-546	4	10	used	use	VERB
iajs-546	4	11	widely	widely	ADV
iajs-546	4	12	due	due	ADJ
iajs-546	4	13	to	to	ADP
iajs-546	4	14	their	their	PRON
iajs-546	4	15	improved	improved	ADJ
iajs-546	4	16	security	security	NOUN
iajs-546	4	17	that	that	PRON
iajs-546	4	18	decreases	decrease	VERB
iajs-546	4	19	cases	case	NOUN
iajs-546	4	20	of	of	ADP
iajs-546	4	21	deception	deception	NOUN
iajs-546	4	22	and	and	CCONJ
iajs-546	4	23	theft	theft	NOUN
iajs-546	4	24	.	.	PUNCT
iajs-546	5	1	the	the	DET
iajs-546	5	2	biometric	biometric	ADJ
iajs-546	5	3	technologies	technology	NOUN
iajs-546	5	4	use	use	VERB
iajs-546	5	5	physical	physical	ADJ
iajs-546	5	6	features	feature	NOUN
iajs-546	5	7	and	and	CCONJ
iajs-546	5	8	characters	character	NOUN
iajs-546	5	9	in	in	ADP
iajs-546	5	10	the	the	DET
iajs-546	5	11	identification	identification	NOUN
iajs-546	5	12	of	of	ADP
iajs-546	5	13	individuals	individual	NOUN
iajs-546	5	14	.	.	PUNCT
iajs-546	6	1	the	the	DET
iajs-546	6	2	most	most	ADV
iajs-546	6	3	common	common	ADJ
iajs-546	6	4	biometric	biometric	ADJ
iajs-546	6	5	technologies	technology	NOUN
iajs-546	6	6	are	be	AUX
iajs-546	6	7	:	:	PUNCT
iajs-546	6	8	iris	iris	NOUN
iajs-546	6	9	,	,	PUNCT
iajs-546	6	10	voice	voice	NOUN
iajs-546	6	11	,	,	PUNCT
iajs-546	6	12	fingerprint	fingerprint	NOUN
iajs-546	6	13	,	,	PUNCT
iajs-546	6	14	handwriting	handwriting	NOUN
iajs-546	6	15	and	and	CCONJ
iajs-546	6	16	hand	hand	NOUN
iajs-546	6	17	print	print	NOUN
iajs-546	6	18	.	.	PUNCT
iajs-546	7	1	in	in	ADP
iajs-546	7	2	this	this	DET
iajs-546	7	3	paper	paper	NOUN
iajs-546	7	4	,	,	PUNCT
iajs-546	7	5	two	two	NUM
iajs-546	7	6	biometric	biometric	ADJ
iajs-546	7	7	recognition	recognition	NOUN
iajs-546	7	8	technologies	technology	NOUN
iajs-546	7	9	are	be	AUX
iajs-546	7	10	analyzed	analyze	VERB
iajs-546	7	11	and	and	CCONJ
iajs-546	7	12	compared	compare	VERB
iajs-546	7	13	,	,	PUNCT
iajs-546	7	14	which	which	PRON
iajs-546	7	15	are	be	AUX
iajs-546	7	16	the	the	DET
iajs-546	7	17	iris	iris	NOUN
iajs-546	7	18	and	and	CCONJ
iajs-546	7	19	sound	sound	ADJ
iajs-546	7	20	recognition	recognition	NOUN
iajs-546	7	21	techniques	technique	NOUN
iajs-546	7	22	.	.	PUNCT
iajs-546	8	1	the	the	DET
iajs-546	8	2	iris	iris	NOUN
iajs-546	8	3	recognition	recognition	NOUN
iajs-546	8	4	technique	technique	NOUN
iajs-546	8	5	recognizes	recognize	VERB
iajs-546	8	6	persons	person	NOUN
iajs-546	8	7	by	by	ADP
iajs-546	8	8	analyzing	analyze	VERB
iajs-546	8	9	the	the	DET
iajs-546	8	10	main	main	ADJ
iajs-546	8	11	patterns	pattern	NOUN
iajs-546	8	12	in	in	ADP
iajs-546	8	13	the	the	DET
iajs-546	8	14	iris	iris	NOUN
iajs-546	8	15	structure	structure	NOUN
iajs-546	8	16	,	,	PUNCT
iajs-546	8	17	while	while	SCONJ
iajs-546	8	18	the	the	DET
iajs-546	8	19	sound	sound	NOUN
iajs-546	8	20	recognition	recognition	NOUN
iajs-546	8	21	technique	technique	NOUN
iajs-546	8	22	identifies	identify	VERB
iajs-546	8	23	individuals	individual	NOUN
iajs-546	8	24	depending	depend	VERB
iajs-546	8	25	on	on	ADP
iajs-546	8	26	their	their	PRON
iajs-546	8	27	unique	unique	ADJ
iajs-546	8	28	voice	voice	NOUN
iajs-546	8	29	characteristics	characteristic	NOUN
iajs-546	8	30	or	or	CCONJ
iajs-546	8	31	as	as	SCONJ
iajs-546	8	32	called	call	VERB
iajs-546	8	33	voice	voice	NOUN
iajs-546	8	34	print	print	NOUN
iajs-546	8	35	.	.	PUNCT
iajs-546	9	1	the	the	DET
iajs-546	9	2	comparison	comparison	NOUN
iajs-546	9	3	results	result	VERB
iajs-546	9	4	show	show	VERB
iajs-546	9	5	that	that	SCONJ
iajs-546	9	6	the	the	DET
iajs-546	9	7	resultant	resultant	NOUN
iajs-546	9	8	average	average	ADJ
iajs-546	9	9	accuracies	accuracy	NOUN
iajs-546	9	10	of	of	ADP
iajs-546	9	11	the	the	DET
iajs-546	9	12	iris	iris	NOUN
iajs-546	9	13	technique	technique	NOUN
iajs-546	9	14	and	and	CCONJ
iajs-546	9	15	voice	voice	NOUN
iajs-546	9	16	technique	technique	NOUN
iajs-546	9	17	are	be	AUX
iajs-546	9	18	99.83	99.83	NUM
iajs-546	9	19	%	%	NOUN
iajs-546	9	20	and	and	CCONJ
iajs-546	9	21	98	98	NUM
iajs-546	9	22	%	%	NOUN
iajs-546	9	23	,	,	PUNCT
iajs-546	9	24	respectively	respectively	ADV
iajs-546	9	25	.	.	PUNCT
iajs-546	10	1	thus	thus	ADV
iajs-546	10	2	,	,	PUNCT
iajs-546	10	3	the	the	DET
iajs-546	10	4	iris	iris	NOUN
iajs-546	10	5	recognition	recognition	NOUN
iajs-546	10	6	technique	technique	NOUN
iajs-546	10	7	provides	provide	VERB
iajs-546	10	8	higher	high	ADJ
iajs-546	10	9	accuracy	accuracy	NOUN
iajs-546	10	10	and	and	CCONJ
iajs-546	10	11	security	security	NOUN
iajs-546	10	12	than	than	ADP
iajs-546	10	13	the	the	DET
iajs-546	10	14	voice	voice	NOUN
iajs-546	10	15	recognition	recognition	NOUN
iajs-546	10	16	technique	technique	NOUN
iajs-546	10	17	.	.	PUNCT
iajs-546	11	1	keywords	keyword	NOUN
iajs-546	11	2	:	:	PUNCT
iajs-546	11	3	biometric	biometric	ADJ
iajs-546	11	4	technology	technology	NOUN
iajs-546	11	5	;	;	PUNCT
iajs-546	11	6	iris	iris	NOUN
iajs-546	11	7	recognition	recognition	NOUN
iajs-546	11	8	;	;	PUNCT
iajs-546	11	9	voice	voice	NOUN
iajs-546	11	10	recognition	recognition	NOUN
iajs-546	11	11	,	,	PUNCT
iajs-546	11	12	oversampling	oversampling	ADJ
iajs-546	11	13	,	,	PUNCT
iajs-546	11	14	feature	feature	NOUN
iajs-546	11	15	vector	vector	NOUN
iajs-546	11	16	,	,	PUNCT
iajs-546	11	17	gaussian	gaussian	ADJ
iajs-546	11	18	pyramid	pyramid	NOUN
iajs-546	11	19	,	,	PUNCT
iajs-546	11	20	haar	haar	PROPN
iajs-546	11	21	wavelet	wavelet	PROPN
iajs-546	11	22	,	,	PUNCT
iajs-546	11	23	dft	dft	PROPN
iajs-546	11	24	,	,	PUNCT
iajs-546	11	25	mfcc	mfcc	NOUN
iajs-546	11	26	,	,	PUNCT
iajs-546	11	27	gmm	gmm	PROPN
iajs-546	11	28	,	,	PUNCT
iajs-546	11	29	hmm	hmm	INTJ
iajs-546	11	30	,	,	PUNCT
iajs-546	11	31	ubm	ubm	PROPN
iajs-546	11	32	,	,	PUNCT
iajs-546	11	33	casia	casia	NOUN
iajs-546	11	34	,	,	PUNCT
iajs-546	11	35	mmu	mmu	ADJ
iajs-546	11	36	346	346	NUM
iajs-546	11	37	|	|	NOUN
iajs-546	11	38	computers	computer	NOUN
iajs-546	11	39	science	science	PROPN
iajs-546	11	40	@1a@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	@1a@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	PROPN
iajs-546	11	41	�	�	PROPN
iajs-546	11	42	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	NUM
iajs-546	11	43	:	:	PUNCT
iajs-546	11	44	a@âig@ú‹	a@âig@ú‹	PROPN
iajs-546	11	45	©	©	PROPN
iajs-546	11	46	@ü‹26@@öü»€a@i1@‚b«@h2013	@ü‹26@@öü»€a@i1@‚b«@h2013	PROPN
iajs-546	11	47	ibn	ibn	PROPN
iajs-546	11	48	al	al	PROPN
iajs-546	11	49	-	-	PUNCT
iajs-546	11	50	haitham	haitham	PROPN
iajs-546	11	51	jour	jour	X
iajs-546	11	52	.	.	PROPN
iajs-546	12	1	for	for	ADP
iajs-546	12	2	pure	pure	ADJ
iajs-546	12	3	&	&	CCONJ
iajs-546	12	4	appl	appl	PROPN
iajs-546	12	5	.	.	PUNCT
iajs-546	13	1	sci	sci	PROPN
iajs-546	13	2	.	.	PUNCT
iajs-546	13	3	vol	vol	NOUN
iajs-546	13	4	.	.	PROPN
iajs-546	14	1	26	26	NUM
iajs-546	14	2	(	(	PUNCT
iajs-546	14	3	1	1	NUM
iajs-546	14	4	)	)	PUNCT
iajs-546	14	5	2013	2013	NUM
iajs-546	14	6	biometric	biometric	ADJ
iajs-546	14	7	recognition	recognition	NOUN
iajs-546	14	8	techniques	technique	NOUN
iajs-546	14	9	1	1	NUM
iajs-546	14	10	.	.	PUNCT
iajs-546	14	11	iris	iris	NOUN
iajs-546	14	12	recognition	recognition	NOUN
iajs-546	14	13	technique	technique	NOUN
iajs-546	14	14	iris	iris	NOUN
iajs-546	14	15	recognition	recognition	NOUN
iajs-546	14	16	technique	technique	NOUN
iajs-546	14	17	is	be	AUX
iajs-546	14	18	a	a	DET
iajs-546	14	19	biomedical	biomedical	ADJ
iajs-546	14	20	technology	technology	NOUN
iajs-546	14	21	that	that	PRON
iajs-546	14	22	is	be	AUX
iajs-546	14	23	utilized	utilize	VERB
iajs-546	14	24	for	for	ADP
iajs-546	14	25	the	the	DET
iajs-546	14	26	identification	identification	NOUN
iajs-546	14	27	as	as	ADV
iajs-546	14	28	well	well	ADV
iajs-546	14	29	as	as	ADP
iajs-546	14	30	verification	verification	NOUN
iajs-546	14	31	of	of	ADP
iajs-546	14	32	individuals	individual	NOUN
iajs-546	14	33	by	by	ADP
iajs-546	14	34	using	use	VERB
iajs-546	14	35	the	the	DET
iajs-546	14	36	iris	iris	NOUN
iajs-546	14	37	patterns	pattern	NOUN
iajs-546	14	38	.	.	PUNCT
iajs-546	15	1	these	these	DET
iajs-546	15	2	patterns	pattern	NOUN
iajs-546	15	3	have	have	VERB
iajs-546	15	4	high	high	ADJ
iajs-546	15	5	stability	stability	NOUN
iajs-546	15	6	and	and	CCONJ
iajs-546	15	7	it	it	PRON
iajs-546	15	8	is	be	AUX
iajs-546	15	9	uniqueness	uniqueness	NOUN
iajs-546	15	10	.	.	PUNCT
iajs-546	16	1	each	each	DET
iajs-546	16	2	person	person	NOUN
iajs-546	16	3	has	have	VERB
iajs-546	16	4	unique	unique	ADJ
iajs-546	16	5	iris	iris	NOUN
iajs-546	16	6	.	.	PUNCT
iajs-546	17	1	in	in	ADP
iajs-546	17	2	this	this	DET
iajs-546	17	3	section	section	NOUN
iajs-546	17	4	,	,	PUNCT
iajs-546	17	5	the	the	DET
iajs-546	17	6	main	main	ADJ
iajs-546	17	7	processes	process	NOUN
iajs-546	17	8	of	of	ADP
iajs-546	17	9	the	the	DET
iajs-546	17	10	iris	iris	NOUN
iajs-546	17	11	recognition	recognition	NOUN
iajs-546	17	12	technique	technique	NOUN
iajs-546	17	13	are	be	AUX
iajs-546	17	14	illustrated	illustrate	VERB
iajs-546	17	15	and	and	CCONJ
iajs-546	17	16	explained	explain	VERB
iajs-546	17	17	.	.	PUNCT
iajs-546	18	1	in	in	ADP
iajs-546	18	2	addition	addition	NOUN
iajs-546	18	3	,	,	PUNCT
iajs-546	18	4	the	the	DET
iajs-546	18	5	implementation	implementation	NOUN
iajs-546	18	6	of	of	ADP
iajs-546	18	7	the	the	DET
iajs-546	18	8	iris	iris	NOUN
iajs-546	18	9	recognition	recognition	NOUN
iajs-546	18	10	security	security	NOUN
iajs-546	18	11	system	system	NOUN
iajs-546	18	12	by	by	ADP
iajs-546	18	13	using	use	VERB
iajs-546	18	14	matlab	matlab	PROPN
iajs-546	18	15	is	be	AUX
iajs-546	18	16	explored	explore	VERB
iajs-546	18	17	.	.	PUNCT
iajs-546	19	1	image	image	NOUN
iajs-546	19	2	pre	pre	ADJ
iajs-546	19	3	-	-	ADJ
iajs-546	19	4	processing	processing	ADJ
iajs-546	19	5	techniques	technique	NOUN
iajs-546	19	6	as	as	ADV
iajs-546	19	7	well	well	ADV
iajs-546	19	8	as	as	ADP
iajs-546	19	9	normalization	normalization	NOUN
iajs-546	19	10	are	be	AUX
iajs-546	19	11	an	an	DET
iajs-546	19	12	important	important	ADJ
iajs-546	19	13	parts	part	NOUN
iajs-546	19	14	of	of	ADP
iajs-546	19	15	the	the	DET
iajs-546	19	16	iris	iris	NOUN
iajs-546	19	17	recognition	recognition	NOUN
iajs-546	19	18	technique	technique	NOUN
iajs-546	19	19	.	.	PUNCT
iajs-546	20	1	any	any	DET
iajs-546	20	2	modification	modification	NOUN
iajs-546	20	3	in	in	ADP
iajs-546	20	4	the	the	DET
iajs-546	20	5	lighting	lighting	NOUN
iajs-546	20	6	conditions	condition	NOUN
iajs-546	20	7	causes	cause	VERB
iajs-546	20	8	a	a	DET
iajs-546	20	9	reduction	reduction	NOUN
iajs-546	20	10	in	in	ADP
iajs-546	20	11	the	the	DET
iajs-546	20	12	recognition	recognition	NOUN
iajs-546	20	13	technique	technique	NOUN
iajs-546	20	14	performance	performance	NOUN
iajs-546	20	15	.	.	PUNCT
iajs-546	21	1	[	[	X
iajs-546	21	2	1	1	NUM
iajs-546	21	3	,	,	PUNCT
iajs-546	21	4	2	2	NUM
iajs-546	21	5	]	]	PUNCT
iajs-546	21	6	the	the	DET
iajs-546	21	7	main	main	ADJ
iajs-546	21	8	stages	stage	NOUN
iajs-546	21	9	of	of	ADP
iajs-546	21	10	implementation	implementation	NOUN
iajs-546	21	11	as	as	SCONJ
iajs-546	21	12	shown	show	VERB
iajs-546	21	13	in	in	ADP
iajs-546	21	14	figure	figure	NOUN
iajs-546	21	15	1	1	NUM
iajs-546	21	16	are	be	AUX
iajs-546	21	17	:	:	PUNCT
iajs-546	21	18	image	image	NOUN
iajs-546	21	19	acquisition	acquisition	NOUN
iajs-546	21	20	,	,	PUNCT
iajs-546	21	21	image	image	NOUN
iajs-546	21	22	manipulation	manipulation	NOUN
iajs-546	21	23	,	,	PUNCT
iajs-546	21	24	iris	iris	NOUN
iajs-546	21	25	localization	localization	NOUN
iajs-546	21	26	,	,	PUNCT
iajs-546	21	27	mapping	mapping	NOUN
iajs-546	21	28	,	,	PUNCT
iajs-546	21	29	feature	feature	NOUN
iajs-546	21	30	extraction	extraction	NOUN
iajs-546	21	31	,	,	PUNCT
iajs-546	21	32	haar	haar	PROPN
iajs-546	21	33	wavelets	wavelet	NOUN
iajs-546	21	34	,	,	PUNCT
iajs-546	21	35	binary	binary	ADJ
iajs-546	21	36	coding	code	VERB
iajs-546	21	37	scheme	scheme	NOUN
iajs-546	21	38	and	and	CCONJ
iajs-546	21	39	test	test	NOUN
iajs-546	21	40	of	of	ADP
iajs-546	21	41	statistical	statistical	ADJ
iajs-546	21	42	independence	independence	NOUN
iajs-546	21	43	.	.	PUNCT
iajs-546	22	1	[	[	X
iajs-546	22	2	3	3	NUM
iajs-546	22	3	]	]	PUNCT
iajs-546	22	4	a.	a.	NOUN
iajs-546	22	5	image	image	NOUN
iajs-546	22	6	acquisition	acquisition	NOUN
iajs-546	22	7	in	in	ADP
iajs-546	22	8	this	this	DET
iajs-546	22	9	stage	stage	NOUN
iajs-546	22	10	iris	iris	NOUN
iajs-546	22	11	images	image	NOUN
iajs-546	22	12	are	be	AUX
iajs-546	22	13	captured	capture	VERB
iajs-546	22	14	by	by	ADP
iajs-546	22	15	using	use	VERB
iajs-546	22	16	a	a	DET
iajs-546	22	17	ccd	ccd	NOUN
iajs-546	22	18	camera	camera	NOUN
iajs-546	22	19	with	with	ADP
iajs-546	22	20	640x480	640x480	NUM
iajs-546	22	21	resolutions	resolution	NOUN
iajs-546	22	22	.	.	PUNCT
iajs-546	23	1	the	the	DET
iajs-546	23	2	captured	capture	VERB
iajs-546	23	3	images	image	NOUN
iajs-546	23	4	are	be	AUX
iajs-546	23	5	white	white	ADJ
iajs-546	23	6	and	and	CCONJ
iajs-546	23	7	black	black	ADJ
iajs-546	23	8	in	in	ADP
iajs-546	23	9	order	order	NOUN
iajs-546	23	10	to	to	PART
iajs-546	23	11	obtain	obtain	VERB
iajs-546	23	12	more	more	ADJ
iajs-546	23	13	details	detail	NOUN
iajs-546	23	14	.	.	PUNCT
iajs-546	24	1	[	[	X
iajs-546	24	2	3	3	X
iajs-546	24	3	]	]	X
iajs-546	24	4	b.	b.	NOUN
iajs-546	24	5	image	image	NOUN
iajs-546	24	6	manipulation	manipulation	NOUN
iajs-546	24	7	image	image	NOUN
iajs-546	24	8	manipulation	manipulation	NOUN
iajs-546	24	9	is	be	AUX
iajs-546	24	10	done	do	VERB
iajs-546	24	11	by	by	ADP
iajs-546	24	12	converting	convert	VERB
iajs-546	24	13	images	image	NOUN
iajs-546	24	14	form	form	NOUN
iajs-546	24	15	rgb	rgb	PROPN
iajs-546	24	16	into	into	ADP
iajs-546	24	17	gray	gray	ADJ
iajs-546	24	18	ones	one	NOUN
iajs-546	24	19	as	as	ADV
iajs-546	24	20	well	well	ADV
iajs-546	24	21	as	as	ADP
iajs-546	24	22	from	from	ADP
iajs-546	24	23	eight	eight	NUM
iajs-546	24	24	bits	bit	NOUN
iajs-546	24	25	into	into	ADP
iajs-546	24	26	double	double	ADJ
iajs-546	24	27	precision	precision	NOUN
iajs-546	24	28	.	.	PUNCT
iajs-546	25	1	this	this	PRON
iajs-546	25	2	is	be	AUX
iajs-546	25	3	done	do	VERB
iajs-546	25	4	in	in	ADP
iajs-546	25	5	order	order	NOUN
iajs-546	25	6	to	to	PART
iajs-546	25	7	simplify	simplify	VERB
iajs-546	25	8	the	the	DET
iajs-546	25	9	image	image	NOUN
iajs-546	25	10	manipulation	manipulation	NOUN
iajs-546	25	11	for	for	ADP
iajs-546	25	12	the	the	DET
iajs-546	25	13	following	follow	VERB
iajs-546	25	14	steps	step	NOUN
iajs-546	25	15	.	.	PUNCT
iajs-546	26	1	[	[	X
iajs-546	26	2	3	3	X
iajs-546	26	3	]	]	X
iajs-546	26	4	c.	c.	NOUN
iajs-546	26	5	iris	iris	NOUN
iajs-546	26	6	localization	localization	VERB
iajs-546	26	7	the	the	DET
iajs-546	26	8	iris	iris	NOUN
iajs-546	26	9	boundaries	boundary	NOUN
iajs-546	26	10	which	which	PRON
iajs-546	26	11	are	be	AUX
iajs-546	26	12	must	must	AUX
iajs-546	26	13	be	be	AUX
iajs-546	26	14	detected	detect	VERB
iajs-546	26	15	which	which	PRON
iajs-546	26	16	broadens	broaden	VERB
iajs-546	26	17	from	from	ADP
iajs-546	26	18	inside	inside	ADP
iajs-546	26	19	the	the	DET
iajs-546	26	20	limbus	limbus	NOUN
iajs-546	26	21	which	which	PRON
iajs-546	26	22	is	be	AUX
iajs-546	26	23	the	the	DET
iajs-546	26	24	edge	edge	NOUN
iajs-546	26	25	among	among	ADP
iajs-546	26	26	both	both	CCONJ
iajs-546	26	27	the	the	DET
iajs-546	26	28	sclera	sclera	NOUN
iajs-546	26	29	and	and	CCONJ
iajs-546	26	30	the	the	DET
iajs-546	26	31	iris	iris	NOUN
iajs-546	26	32	to	to	ADP
iajs-546	26	33	the	the	DET
iajs-546	26	34	outer	outer	NOUN
iajs-546	26	35	of	of	ADP
iajs-546	26	36	the	the	DET
iajs-546	26	37	pupil	pupil	NOUN
iajs-546	26	38	.	.	PUNCT
iajs-546	27	1	the	the	DET
iajs-546	27	2	outer	outer	ADJ
iajs-546	27	3	edge	edge	NOUN
iajs-546	27	4	is	be	AUX
iajs-546	27	5	determined	determine	VERB
iajs-546	27	6	by	by	ADP
iajs-546	27	7	down	down	ADV
iajs-546	27	8	-	-	PUNCT
iajs-546	27	9	sampling	sample	VERB
iajs-546	27	10	images	image	NOUN
iajs-546	27	11	by	by	ADP
iajs-546	27	12	factor	factor	NOUN
iajs-546	27	13	value	value	NOUN
iajs-546	27	14	equals	equal	VERB
iajs-546	27	15	4	4	NUM
iajs-546	27	16	in	in	ADP
iajs-546	27	17	order	order	NOUN
iajs-546	27	18	to	to	PART
iajs-546	27	19	allow	allow	VERB
iajs-546	27	20	a	a	DET
iajs-546	27	21	rapid	rapid	ADJ
iajs-546	27	22	delay	delay	NOUN
iajs-546	27	23	or	or	CCONJ
iajs-546	27	24	processing	processing	NOUN
iajs-546	27	25	by	by	ADP
iajs-546	27	26	utilizing	utilize	VERB
iajs-546	27	27	a	a	DET
iajs-546	27	28	gaussian	gaussian	ADJ
iajs-546	27	29	pyramid	pyramid	NOUN
iajs-546	27	30	.	.	PUNCT
iajs-546	28	1	the	the	DET
iajs-546	28	2	gradient	gradient	ADJ
iajs-546	28	3	image	image	NOUN
iajs-546	28	4	is	be	AUX
iajs-546	28	5	achieved	achieve	VERB
iajs-546	28	6	by	by	ADP
iajs-546	28	7	using	use	VERB
iajs-546	28	8	the	the	DET
iajs-546	28	9	canny	canny	ADJ
iajs-546	28	10	operator	operator	NOUN
iajs-546	28	11	in	in	ADP
iajs-546	28	12	the	the	DET
iajs-546	28	13	matlab	matlab	PROPN
iajs-546	28	14	.	.	PUNCT
iajs-546	29	1	[	[	X
iajs-546	29	2	4	4	NUM
iajs-546	29	3	]	]	X
iajs-546	29	4	circular	circular	ADJ
iajs-546	29	5	summation	summation	NOUN
iajs-546	29	6	which	which	PRON
iajs-546	29	7	contains	contain	VERB
iajs-546	29	8	the	the	DET
iajs-546	29	9	summation	summation	NOUN
iajs-546	29	10	of	of	ADP
iajs-546	29	11	all	all	DET
iajs-546	29	12	the	the	DET
iajs-546	29	13	circle	circle	NOUN
iajs-546	29	14	intensities	intensity	NOUN
iajs-546	29	15	by	by	ADP
iajs-546	29	16	utilizing	utilize	VERB
iajs-546	29	17	three	three	NUM
iajs-546	29	18	overlapped	overlapped	ADJ
iajs-546	29	19	loops	loop	NOUN
iajs-546	29	20	is	be	AUX
iajs-546	29	21	then	then	ADV
iajs-546	29	22	used	use	VERB
iajs-546	29	23	to	to	PART
iajs-546	29	24	move	move	VERB
iajs-546	29	25	over	over	ADP
iajs-546	29	26	all	all	DET
iajs-546	29	27	the	the	DET
iajs-546	29	28	probable	probable	ADJ
iajs-546	29	29	radii	radius	NOUN
iajs-546	29	30	and	and	CCONJ
iajs-546	29	31	coordinates	coordinate	NOUN
iajs-546	29	32	of	of	ADP
iajs-546	29	33	center	center	NOUN
iajs-546	29	34	.	.	PUNCT
iajs-546	30	1	rescaling	rescale	VERB
iajs-546	30	2	the	the	DET
iajs-546	30	3	achieved	achieve	VERB
iajs-546	30	4	results	result	NOUN
iajs-546	30	5	is	be	AUX
iajs-546	30	6	used	use	VERB
iajs-546	30	7	to	to	PART
iajs-546	30	8	determine	determine	VERB
iajs-546	30	9	both	both	PRON
iajs-546	30	10	the	the	DET
iajs-546	30	11	radius	radius	NOUN
iajs-546	30	12	and	and	CCONJ
iajs-546	30	13	center	center	NOUN
iajs-546	30	14	of	of	ADP
iajs-546	30	15	the	the	DET
iajs-546	30	16	original	original	ADJ
iajs-546	30	17	image	image	NOUN
iajs-546	30	18	iris	iris	NOUN
iajs-546	30	19	.	.	PUNCT
iajs-546	31	1	after	after	ADP
iajs-546	31	2	finding	find	VERB
iajs-546	31	3	the	the	DET
iajs-546	31	4	outer	outer	ADJ
iajs-546	31	5	edges	edge	NOUN
iajs-546	31	6	,	,	PUNCT
iajs-546	31	7	the	the	DET
iajs-546	31	8	iris	iris	NOUN
iajs-546	31	9	pixels	pixel	NOUN
iajs-546	31	10	intensities	intensity	NOUN
iajs-546	31	11	are	be	AUX
iajs-546	31	12	tested	test	VERB
iajs-546	31	13	.	.	PUNCT
iajs-546	32	1	by	by	ADP
iajs-546	32	2	using	use	VERB
iajs-546	32	3	the	the	DET
iajs-546	32	4	canny	canny	ADJ
iajs-546	32	5	threshold	threshold	NOUN
iajs-546	32	6	,	,	PUNCT
iajs-546	32	7	if	if	SCONJ
iajs-546	32	8	the	the	DET
iajs-546	32	9	iris	iris	NOUN
iajs-546	32	10	has	have	VERB
iajs-546	32	11	a	a	DET
iajs-546	32	12	dark	dark	ADJ
iajs-546	32	13	color	color	NOUN
iajs-546	32	14	,	,	PUNCT
iajs-546	32	15	then	then	ADV
iajs-546	32	16	a	a	DET
iajs-546	32	17	small	small	ADJ
iajs-546	32	18	threshold	threshold	NOUN
iajs-546	32	19	value	value	NOUN
iajs-546	32	20	is	be	AUX
iajs-546	32	21	utilized	utilize	VERB
iajs-546	32	22	to	to	PART
iajs-546	32	23	allow	allow	VERB
iajs-546	32	24	canny	canny	ADJ
iajs-546	32	25	operator	operator	NOUN
iajs-546	32	26	to	to	PART
iajs-546	32	27	discover	discover	VERB
iajs-546	32	28	the	the	DET
iajs-546	32	29	circle	circle	NOUN
iajs-546	32	30	that	that	PRON
iajs-546	32	31	separates	separate	VERB
iajs-546	32	32	between	between	ADP
iajs-546	32	33	iris	iris	NOUN
iajs-546	32	34	and	and	CCONJ
iajs-546	32	35	pupil	pupil	NOUN
iajs-546	32	36	.	.	PUNCT
iajs-546	33	1	in	in	ADP
iajs-546	33	2	the	the	DET
iajs-546	33	3	other	other	ADJ
iajs-546	33	4	hand	hand	NOUN
iajs-546	33	5	,	,	PUNCT
iajs-546	33	6	if	if	SCONJ
iajs-546	33	7	the	the	DET
iajs-546	33	8	iris	iris	NOUN
iajs-546	33	9	has	have	VERB
iajs-546	33	10	a	a	DET
iajs-546	33	11	color	color	NOUN
iajs-546	33	12	,	,	PUNCT
iajs-546	33	13	then	then	ADV
iajs-546	33	14	a	a	DET
iajs-546	33	15	high	high	ADJ
iajs-546	33	16	threshold	threshold	NOUN
iajs-546	33	17	is	be	AUX
iajs-546	33	18	used	use	VERB
iajs-546	33	19	.	.	PUNCT
iajs-546	34	1	[	[	X
iajs-546	34	2	3	3	X
iajs-546	34	3	]	]	PUNCT
iajs-546	34	4	the	the	DET
iajs-546	34	5	center	center	NOUN
iajs-546	34	6	of	of	ADP
iajs-546	34	7	the	the	DET
iajs-546	34	8	pupil	pupil	NOUN
iajs-546	34	9	is	be	AUX
iajs-546	34	10	shifted	shift	VERB
iajs-546	34	11	by	by	ADP
iajs-546	34	12	nearly	nearly	ADV
iajs-546	34	13	15	15	NUM
iajs-546	34	14	%	%	NOUN
iajs-546	34	15	from	from	ADP
iajs-546	34	16	the	the	DET
iajs-546	34	17	iris	iris	NOUN
iajs-546	34	18	center	center	NOUN
iajs-546	34	19	as	as	ADV
iajs-546	34	20	well	well	ADV
iajs-546	34	21	as	as	SCONJ
iajs-546	34	22	its	its	PRON
iajs-546	34	23	radius	radius	NOUN
iajs-546	34	24	is	be	AUX
iajs-546	34	25	in	in	ADP
iajs-546	34	26	the	the	DET
iajs-546	34	27	range	range	NOUN
iajs-546	34	28	between	between	ADP
iajs-546	34	29	0.1	0.1	NUM
iajs-546	34	30	and	and	CCONJ
iajs-546	34	31	0.8	0.8	NUM
iajs-546	34	32	of	of	ADP
iajs-546	34	33	the	the	DET
iajs-546	34	34	iris	iris	NOUN
iajs-546	34	35	radius	radius	NOUN
iajs-546	34	36	.	.	PUNCT
iajs-546	35	1	so	so	ADV
iajs-546	35	2	the	the	DET
iajs-546	35	3	research	research	NOUN
iajs-546	35	4	time	time	NOUN
iajs-546	35	5	of	of	ADP
iajs-546	35	6	the	the	DET
iajs-546	35	7	pupil	pupil	ADJ
iajs-546	35	8	center	center	NOUN
iajs-546	35	9	is	be	AUX
iajs-546	35	10	small	small	ADJ
iajs-546	35	11	.	.	PUNCT
iajs-546	36	1	enhanced	enhance	VERB
iajs-546	36	2	accuracy	accuracy	NOUN
iajs-546	36	3	can	can	AUX
iajs-546	36	4	be	be	AUX
iajs-546	36	5	achieved	achieve	VERB
iajs-546	36	6	by	by	ADP
iajs-546	36	7	searching	search	VERB
iajs-546	36	8	the	the	DET
iajs-546	36	9	original	original	ADJ
iajs-546	36	10	iris	iris	NOUN
iajs-546	36	11	instead	instead	ADV
iajs-546	36	12	of	of	ADP
iajs-546	36	13	the	the	DET
iajs-546	36	14	downsample	downsample	PROPN
iajs-546	36	15	iris	iris	NOUN
iajs-546	36	16	version	version	NOUN
iajs-546	36	17	.	.	PUNCT
iajs-546	37	1	figure	figure	NOUN
iajs-546	37	2	2	2	NUM
iajs-546	37	3	shows	show	VERB
iajs-546	37	4	the	the	DET
iajs-546	37	5	resultant	resultant	NOUN
iajs-546	37	6	iris	iris	NOUN
iajs-546	37	7	region	region	NOUN
iajs-546	37	8	.	.	PUNCT
iajs-546	38	1	[	[	X
iajs-546	38	2	5	5	X
iajs-546	38	3	]	]	X
iajs-546	38	4	d.	d.	NOUN
iajs-546	38	5	mapping	map	VERB
iajs-546	38	6	the	the	DET
iajs-546	38	7	resultant	resultant	NOUN
iajs-546	38	8	iris	iris	NOUN
iajs-546	38	9	edges	edge	NOUN
iajs-546	38	10	must	must	AUX
iajs-546	38	11	be	be	AUX
iajs-546	38	12	secluded	secluded	ADJ
iajs-546	38	13	and	and	CCONJ
iajs-546	38	14	stored	store	VERB
iajs-546	38	15	in	in	ADP
iajs-546	38	16	another	another	DET
iajs-546	38	17	image	image	NOUN
iajs-546	38	18	.	.	PUNCT
iajs-546	39	1	the	the	DET
iajs-546	39	2	pupil	pupil	NOUN
iajs-546	39	3	size	size	NOUN
iajs-546	39	4	varies	vary	VERB
iajs-546	39	5	according	accord	VERB
iajs-546	39	6	to	to	ADP
iajs-546	39	7	the	the	DET
iajs-546	39	8	light	light	ADJ
iajs-546	39	9	intensity	intensity	NOUN
iajs-546	39	10	.	.	PUNCT
iajs-546	40	1	so	so	ADV
iajs-546	40	2	,	,	PUNCT
iajs-546	40	3	the	the	DET
iajs-546	40	4	coordinate	coordinate	NOUN
iajs-546	40	5	system	system	NOUN
iajs-546	40	6	is	be	AUX
iajs-546	40	7	modified	modify	VERB
iajs-546	40	8	by	by	ADP
iajs-546	40	9	unpacking	unpack	VERB
iajs-546	40	10	the	the	DET
iajs-546	40	11	iris	iris	NOUN
iajs-546	40	12	lower	low	ADJ
iajs-546	40	13	area	area	NOUN
iajs-546	40	14	and	and	CCONJ
iajs-546	40	15	then	then	ADV
iajs-546	40	16	mapping	map	VERB
iajs-546	40	17	all	all	DET
iajs-546	40	18	points	point	NOUN
iajs-546	40	19	in	in	ADP
iajs-546	40	20	the	the	DET
iajs-546	40	21	iris	iris	NOUN
iajs-546	40	22	edges	edge	VERB
iajs-546	40	23	into	into	ADP
iajs-546	40	24	their	their	PRON
iajs-546	40	25	polar	polar	ADJ
iajs-546	40	26	equivalent	equivalent	NOUN
iajs-546	40	27	as	as	SCONJ
iajs-546	40	28	shown	show	VERB
iajs-546	40	29	in	in	ADP
iajs-546	40	30	figures	figure	NOUN
iajs-546	40	31	3	3	NUM
iajs-546	40	32	and	and	CCONJ
iajs-546	40	33	4	4	NUM
iajs-546	40	34	.	.	PUNCT
iajs-546	41	1	the	the	DET
iajs-546	41	2	mapped	map	VERB
iajs-546	41	3	image	image	NOUN
iajs-546	41	4	size	size	NOUN
iajs-546	41	5	is	be	AUX
iajs-546	41	6	constant	constant	ADJ
iajs-546	41	7	.	.	PUNCT
iajs-546	42	1	when	when	SCONJ
iajs-546	42	2	the	the	DET
iajs-546	42	3	pupil	pupil	NOUN
iajs-546	42	4	size	size	NOUN
iajs-546	42	5	increase	increase	NOUN
iajs-546	42	6	,	,	PUNCT
iajs-546	42	7	then	then	ADV
iajs-546	42	8	the	the	DET
iajs-546	42	9	same	same	ADJ
iajs-546	42	10	point	point	NOUN
iajs-546	42	11	will	will	AUX
iajs-546	42	12	be	be	AUX
iajs-546	42	13	mapped	map	VERB
iajs-546	42	14	again	again	ADV
iajs-546	42	15	.	.	PUNCT
iajs-546	43	1	[	[	X
iajs-546	43	2	3	3	X
iajs-546	43	3	]	]	PUNCT
iajs-546	43	4	unpacking	unpack	VERB
iajs-546	43	5	the	the	DET
iajs-546	43	6	image	image	NOUN
iajs-546	43	7	is	be	AUX
iajs-546	43	8	done	do	VERB
iajs-546	43	9	by	by	ADP
iajs-546	43	10	using	use	VERB
iajs-546	43	11	the	the	DET
iajs-546	43	12	bilinear	bilinear	ADJ
iajs-546	43	13	transformation	transformation	NOUN
iajs-546	43	14	in	in	ADP
iajs-546	43	15	order	order	NOUN
iajs-546	43	16	to	to	PART
iajs-546	43	17	achieve	achieve	VERB
iajs-546	43	18	the	the	DET
iajs-546	43	19	point	point	NOUN
iajs-546	43	20	’s	’s	PART
iajs-546	43	21	intensities	intensity	NOUN
iajs-546	43	22	in	in	ADP
iajs-546	43	23	the	the	DET
iajs-546	43	24	new	new	ADJ
iajs-546	43	25	image	image	NOUN
iajs-546	43	26	.	.	PUNCT
iajs-546	44	1	these	these	DET
iajs-546	44	2	intensities	intensity	NOUN
iajs-546	44	3	are	be	AUX
iajs-546	44	4	resulted	result	VERB
iajs-546	44	5	from	from	ADP
iajs-546	44	6	the	the	DET
iajs-546	44	7	old	old	ADJ
iajs-546	44	8	image	image	NOUN
iajs-546	44	9	grayscales	grayscale	NOUN
iajs-546	44	10	.	.	PUNCT
iajs-546	45	1	[	[	X
iajs-546	45	2	5	5	X
iajs-546	45	3	]	]	PUNCT
iajs-546	45	4	e.	e.	PROPN
iajs-546	45	5	feature	feature	PROPN
iajs-546	45	6	extraction	extraction	NOUN
iajs-546	45	7	the	the	DET
iajs-546	45	8	iris	iris	NOUN
iajs-546	45	9	patterns	pattern	NOUN
iajs-546	45	10	are	be	AUX
iajs-546	45	11	extracted	extract	VERB
iajs-546	45	12	in	in	ADP
iajs-546	45	13	this	this	DET
iajs-546	45	14	stage	stage	NOUN
iajs-546	45	15	by	by	ADP
iajs-546	45	16	considering	consider	VERB
iajs-546	45	17	the	the	DET
iajs-546	45	18	correlation	correlation	NOUN
iajs-546	45	19	among	among	ADP
iajs-546	45	20	the	the	DET
iajs-546	45	21	neighboring	neighboring	NOUN
iajs-546	45	22	pixels	pixel	NOUN
iajs-546	45	23	.	.	PUNCT
iajs-546	46	1	in	in	ADP
iajs-546	46	2	this	this	DET
iajs-546	46	3	stage	stage	NOUN
iajs-546	46	4	,	,	PUNCT
iajs-546	46	5	wavelets	wavelet	NOUN
iajs-546	46	6	transform	transform	VERB
iajs-546	46	7	and	and	CCONJ
iajs-546	46	8	haar	haar	X
iajs-546	46	9	transform	transform	NOUN
iajs-546	46	10	are	be	AUX
iajs-546	46	11	used	use	VERB
iajs-546	46	12	.	.	PUNCT
iajs-546	47	1	figure	figure	NOUN
iajs-546	47	2	5	5	NUM
iajs-546	47	3	shows	show	VERB
iajs-546	47	4	the	the	DET
iajs-546	47	5	haar	haar	PROPN
iajs-546	47	6	wavelet	wavelet	NOUN
iajs-546	47	7	.	.	PUNCT
iajs-546	48	1	[	[	X
iajs-546	48	2	3	3	NUM
iajs-546	48	3	]	]	SYM
iajs-546	48	4	347	347	NUM
iajs-546	48	5	|	|	NOUN
iajs-546	48	6	computers	computer	NOUN
iajs-546	48	7	science	science	PROPN
iajs-546	48	8	@1a@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	@1a@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	PROPN
iajs-546	48	9	�	�	PROPN
iajs-546	48	10	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	NUM
iajs-546	48	11	:	:	PUNCT
iajs-546	48	12	a@âig@ú‹	a@âig@ú‹	PROPN
iajs-546	48	13	©	©	PROPN
iajs-546	48	14	@ü‹26@@öü»€a@i1@‚b«@h2013	@ü‹26@@öü»€a@i1@‚b«@h2013	PROPN
iajs-546	48	15	ibn	ibn	PROPN
iajs-546	48	16	al	al	PROPN
iajs-546	48	17	-	-	PUNCT
iajs-546	48	18	haitham	haitham	PROPN
iajs-546	48	19	jour	jour	X
iajs-546	48	20	.	.	PROPN
iajs-546	48	21	for	for	ADP
iajs-546	48	22	pure	pure	ADJ
iajs-546	48	23	&	&	CCONJ
iajs-546	48	24	appl	appl	PROPN
iajs-546	48	25	.	.	PUNCT
iajs-546	49	1	sci	sci	PROPN
iajs-546	49	2	.	.	PUNCT
iajs-546	49	3	vol	vol	NOUN
iajs-546	49	4	.	.	PROPN
iajs-546	50	1	26	26	NUM
iajs-546	50	2	(	(	PUNCT
iajs-546	50	3	1	1	NUM
iajs-546	50	4	)	)	PUNCT
iajs-546	50	5	2013	2013	NUM
iajs-546	50	6	f.	f.	PROPN
iajs-546	50	7	haar	haar	PROPN
iajs-546	50	8	wavelet	wavelet	PROPN
iajs-546	50	9	the	the	DET
iajs-546	50	10	computation	computation	NOUN
iajs-546	50	11	time	time	NOUN
iajs-546	50	12	must	must	AUX
iajs-546	50	13	be	be	AUX
iajs-546	50	14	low	low	ADJ
iajs-546	50	15	.	.	PUNCT
iajs-546	51	1	so	so	ADV
iajs-546	51	2	,	,	PUNCT
iajs-546	51	3	designing	design	VERB
iajs-546	51	4	a	a	DET
iajs-546	51	5	neural	neural	ADJ
iajs-546	51	6	network	network	NOUN
iajs-546	51	7	will	will	AUX
iajs-546	51	8	take	take	VERB
iajs-546	51	9	long	long	ADJ
iajs-546	51	10	time	time	NOUN
iajs-546	51	11	.	.	PUNCT
iajs-546	52	1	to	to	PART
iajs-546	52	2	solve	solve	VERB
iajs-546	52	3	this	this	DET
iajs-546	52	4	problem	problem	NOUN
iajs-546	52	5	,	,	PUNCT
iajs-546	52	6	another	another	DET
iajs-546	52	7	wavelet	wavelet	NOUN
iajs-546	52	8	will	will	AUX
iajs-546	52	9	be	be	AUX
iajs-546	52	10	chosen	choose	VERB
iajs-546	52	11	.	.	PUNCT
iajs-546	53	1	a	a	DET
iajs-546	53	2	wavelet	wavelet	NOUN
iajs-546	53	3	tree	tree	NOUN
iajs-546	53	4	with	with	ADP
iajs-546	53	5	5	5	NUM
iajs-546	53	6	-	-	PUNCT
iajs-546	53	7	level	level	NOUN
iajs-546	53	8	is	be	AUX
iajs-546	53	9	used	use	VERB
iajs-546	53	10	with	with	ADP
iajs-546	53	11	illustrating	illustrate	VERB
iajs-546	53	12	all	all	DET
iajs-546	53	13	the	the	DET
iajs-546	53	14	estimation	estimation	NOUN
iajs-546	53	15	and	and	CCONJ
iajs-546	53	16	detail	detail	NOUN
iajs-546	53	17	coefficients	coefficient	NOUN
iajs-546	53	18	of	of	ADP
iajs-546	53	19	a	a	DET
iajs-546	53	20	mapped	map	VERB
iajs-546	53	21	image	image	NOUN
iajs-546	53	22	.	.	PUNCT
iajs-546	54	1	by	by	ADP
iajs-546	54	2	contrasting	contrast	VERB
iajs-546	54	3	the	the	DET
iajs-546	54	4	results	result	NOUN
iajs-546	54	5	of	of	ADP
iajs-546	54	6	the	the	DET
iajs-546	54	7	combination	combination	NOUN
iajs-546	54	8	between	between	ADP
iajs-546	54	9	haar	haar	NOUN
iajs-546	54	10	transform	transform	VERB
iajs-546	54	11	and	and	CCONJ
iajs-546	54	12	wavelet	wavelet	NOUN
iajs-546	54	13	tree	tree	NOUN
iajs-546	54	14	with	with	ADP
iajs-546	54	15	the	the	DET
iajs-546	54	16	result	result	NOUN
iajs-546	54	17	of	of	ADP
iajs-546	54	18	other	other	ADJ
iajs-546	54	19	wavelets	wavelet	NOUN
iajs-546	54	20	,	,	PUNCT
iajs-546	54	21	it	it	PRON
iajs-546	54	22	is	be	AUX
iajs-546	54	23	shown	show	VERB
iajs-546	54	24	that	that	SCONJ
iajs-546	54	25	haar	haar	NOUN
iajs-546	54	26	transform	transform	VERB
iajs-546	54	27	offers	offer	VERB
iajs-546	54	28	the	the	DET
iajs-546	54	29	best	good	ADJ
iajs-546	54	30	results	result	NOUN
iajs-546	54	31	.	.	PUNCT
iajs-546	55	1	the	the	DET
iajs-546	55	2	used	use	VERB
iajs-546	55	3	mapped	map	VERB
iajs-546	55	4	image	image	NOUN
iajs-546	55	5	size	size	NOUN
iajs-546	55	6	is	be	AUX
iajs-546	55	7	100x402	100x402	NUM
iajs-546	55	8	pixels	pixel	NOUN
iajs-546	55	9	where	where	SCONJ
iajs-546	55	10	it	it	PRON
iajs-546	55	11	can	can	AUX
iajs-546	55	12	be	be	AUX
iajs-546	55	13	decayed	decay	VERB
iajs-546	55	14	by	by	ADP
iajs-546	55	15	utilizing	utilize	VERB
iajs-546	55	16	haar	haar	NOUN
iajs-546	55	17	wavelet	wavelet	NOUN
iajs-546	55	18	into	into	ADP
iajs-546	55	19	five	five	NUM
iajs-546	55	20	levels	level	NOUN
iajs-546	55	21	.	.	PUNCT
iajs-546	56	1	these	these	DET
iajs-546	56	2	levels	level	NOUN
iajs-546	56	3	are	be	AUX
iajs-546	56	4	the	the	DET
iajs-546	56	5	following	follow	VERB
iajs-546	56	6	:	:	PUNCT
iajs-546	57	1	[	[	X
iajs-546	57	2	3	3	NUM
iajs-546	57	3	]	]	SYM
iajs-546	57	4	•	•	NUM
iajs-546	57	5	horizontal	horizontal	ADJ
iajs-546	57	6	coefficients	coefficient	NOUN
iajs-546	57	7	:	:	PUNCT
iajs-546	57	8	cdh	cdh	PROPN
iajs-546	57	9	1	1	NUM
iajs-546	57	10	,	,	PUNCT
iajs-546	57	11	cdh	cdh	PROPN
iajs-546	57	12	5	5	NUM
iajs-546	57	13	•	•	NUM
iajs-546	57	14	vertical	vertical	ADJ
iajs-546	57	15	coefficients	coefficient	NOUN
iajs-546	57	16	:	:	PUNCT
iajs-546	57	17	cdv	cdv	NOUN
iajs-546	57	18	1	1	NUM
iajs-546	57	19	,	,	PUNCT
iajs-546	57	20	cdv	cdv	NOUN
iajs-546	57	21	5	5	NUM
iajs-546	57	22	•	•	NOUN
iajs-546	57	23	diagonal	diagonal	ADJ
iajs-546	57	24	coefficients	coefficient	NOUN
iajs-546	57	25	:	:	PUNCT
iajs-546	57	26	cdd	cdd	PROPN
iajs-546	57	27	1	1	NUM
iajs-546	57	28	,	,	PUNCT
iajs-546	57	29	cdd	cdd	PROPN
iajs-546	57	30	5	5	NUM
iajs-546	57	31	the	the	DET
iajs-546	57	32	coefficients	coefficient	NOUN
iajs-546	57	33	that	that	PRON
iajs-546	57	34	stand	stand	VERB
iajs-546	57	35	for	for	ADP
iajs-546	57	36	the	the	DET
iajs-546	57	37	iris	iris	NOUN
iajs-546	57	38	pattern	pattern	NOUN
iajs-546	57	39	core	core	NOUN
iajs-546	57	40	must	must	AUX
iajs-546	57	41	be	be	AUX
iajs-546	57	42	chosen	choose	VERB
iajs-546	57	43	and	and	CCONJ
iajs-546	57	44	the	the	DET
iajs-546	57	45	ones	one	NOUN
iajs-546	57	46	that	that	PRON
iajs-546	57	47	expose	expose	VERB
iajs-546	57	48	disused	disused	ADJ
iajs-546	57	49	data	datum	NOUN
iajs-546	57	50	must	must	AUX
iajs-546	57	51	be	be	AUX
iajs-546	57	52	deleted	delete	VERB
iajs-546	57	53	.	.	PUNCT
iajs-546	58	1	figure	figure	NOUN
iajs-546	58	2	6	6	NUM
iajs-546	58	3	shows	show	VERB
iajs-546	58	4	the	the	DET
iajs-546	58	5	chosen	choose	VERB
iajs-546	58	6	coefficients	coefficient	NOUN
iajs-546	58	7	,	,	PUNCT
iajs-546	58	8	which	which	PRON
iajs-546	58	9	are	be	AUX
iajs-546	58	10	:	:	PUNCT
iajs-546	58	11	cdh	cdh	PROPN
iajs-546	58	12	1	1	NUM
iajs-546	58	13	,	,	PUNCT
iajs-546	58	14	cdh	cdh	PROPN
iajs-546	58	15	2	2	NUM
iajs-546	58	16	,	,	PUNCT
iajs-546	58	17	cdh	cdh	PROPN
iajs-546	58	18	3	3	NUM
iajs-546	58	19	,	,	PUNCT
iajs-546	58	20	cdh	cdh	PROPN
iajs-546	58	21	4	4	NUM
iajs-546	58	22	.	.	PUNCT
iajs-546	59	1	but	but	CCONJ
iajs-546	59	2	only	only	ADV
iajs-546	59	3	one	one	NUM
iajs-546	59	4	must	must	AUX
iajs-546	59	5	be	be	AUX
iajs-546	59	6	used	use	VERB
iajs-546	59	7	.	.	PUNCT
iajs-546	60	1	[	[	X
iajs-546	60	2	3	3	X
iajs-546	60	3	]	]	X
iajs-546	60	4	cdh	cdh	PROPN
iajs-546	60	5	4	4	NUM
iajs-546	60	6	is	be	AUX
iajs-546	60	7	chosen	choose	VERB
iajs-546	60	8	as	as	ADP
iajs-546	60	9	an	an	DET
iajs-546	60	10	envoy	envoy	NOUN
iajs-546	60	11	of	of	ADP
iajs-546	60	12	all	all	DET
iajs-546	60	13	the	the	DET
iajs-546	60	14	carried	carry	VERB
iajs-546	60	15	data	datum	NOUN
iajs-546	60	16	by	by	ADP
iajs-546	60	17	the	the	DET
iajs-546	60	18	four	four	NUM
iajs-546	60	19	levels	level	NOUN
iajs-546	60	20	since	since	SCONJ
iajs-546	60	21	it	it	PRON
iajs-546	60	22	replicates	replicate	VERB
iajs-546	60	23	the	the	DET
iajs-546	60	24	same	same	ADJ
iajs-546	60	25	patterns	pattern	NOUN
iajs-546	60	26	like	like	ADP
iajs-546	60	27	the	the	DET
iajs-546	60	28	proposed	propose	VERB
iajs-546	60	29	horizontal	horizontal	ADJ
iajs-546	60	30	coefficients	coefficient	NOUN
iajs-546	60	31	and	and	CCONJ
iajs-546	60	32	it	it	PRON
iajs-546	60	33	has	have	VERB
iajs-546	60	34	the	the	DET
iajs-546	60	35	smallest	small	ADJ
iajs-546	60	36	size	size	NOUN
iajs-546	60	37	.	.	PUNCT
iajs-546	61	1	the	the	DET
iajs-546	61	2	fifth	fifth	ADJ
iajs-546	61	3	level	level	NOUN
iajs-546	61	4	has	have	VERB
iajs-546	61	5	not	not	PART
iajs-546	61	6	the	the	DET
iajs-546	61	7	same	same	ADJ
iajs-546	61	8	textures	texture	NOUN
iajs-546	61	9	,	,	PUNCT
iajs-546	61	10	so	so	SCONJ
iajs-546	61	11	it	it	PRON
iajs-546	61	12	will	will	AUX
iajs-546	61	13	be	be	AUX
iajs-546	61	14	chosen	choose	VERB
iajs-546	61	15	like	like	ADP
iajs-546	61	16	a	a	DET
iajs-546	61	17	whole	whole	NOUN
iajs-546	61	18	.	.	PUNCT
iajs-546	62	1	in	in	ADP
iajs-546	62	2	the	the	DET
iajs-546	62	3	vertical	vertical	ADJ
iajs-546	62	4	and	and	CCONJ
iajs-546	62	5	diagonal	diagonal	ADJ
iajs-546	62	6	coefficients	coefficient	NOUN
iajs-546	62	7	,	,	PUNCT
iajs-546	62	8	the	the	DET
iajs-546	62	9	fourth	fourth	ADJ
iajs-546	62	10	and	and	CCONJ
iajs-546	62	11	fifth	fifth	ADJ
iajs-546	62	12	ones	one	NOUN
iajs-546	62	13	will	will	AUX
iajs-546	62	14	be	be	AUX
iajs-546	62	15	selected	select	VERB
iajs-546	62	16	.	.	PUNCT
iajs-546	63	1	the	the	DET
iajs-546	63	2	resultant	resultant	NOUN
iajs-546	63	3	coefficients	coefficient	NOUN
iajs-546	63	4	are	be	AUX
iajs-546	63	5	joined	join	VERB
iajs-546	63	6	to	to	PART
iajs-546	63	7	form	form	VERB
iajs-546	63	8	a	a	DET
iajs-546	63	9	vector	vector	NOUN
iajs-546	63	10	that	that	PRON
iajs-546	63	11	describes	describe	VERB
iajs-546	63	12	the	the	DET
iajs-546	63	13	patterns	pattern	NOUN
iajs-546	63	14	of	of	ADP
iajs-546	63	15	the	the	DET
iajs-546	63	16	iris	iris	NOUN
iajs-546	63	17	where	where	SCONJ
iajs-546	63	18	it	it	PRON
iajs-546	63	19	is	be	AUX
iajs-546	63	20	called	call	VERB
iajs-546	63	21	feature	feature	NOUN
iajs-546	63	22	vector	vector	NOUN
iajs-546	63	23	with	with	ADP
iajs-546	63	24	size	size	NOUN
iajs-546	63	25	equals	equal	VERB
iajs-546	63	26	702	702	NUM
iajs-546	63	27	elements	element	NOUN
iajs-546	63	28	.	.	PUNCT
iajs-546	64	1	[	[	X
iajs-546	64	2	6	6	NUM
iajs-546	64	3	]	]	PUNCT
iajs-546	64	4	g.	g.	PROPN
iajs-546	64	5	binary	binary	PROPN
iajs-546	64	6	coding	coding	PROPN
iajs-546	64	7	scheme	scheme	NOUN
iajs-546	64	8	the	the	DET
iajs-546	64	9	resultant	resultant	NOUN
iajs-546	64	10	vector	vector	NOUN
iajs-546	64	11	will	will	AUX
iajs-546	64	12	be	be	AUX
iajs-546	64	13	converted	convert	VERB
iajs-546	64	14	into	into	ADP
iajs-546	64	15	binary	binary	NOUN
iajs-546	64	16	since	since	SCONJ
iajs-546	64	17	finding	find	VERB
iajs-546	64	18	the	the	DET
iajs-546	64	19	difference	difference	NOUN
iajs-546	64	20	among	among	ADP
iajs-546	64	21	two	two	NUM
iajs-546	64	22	binary	binary	ADJ
iajs-546	64	23	words	word	NOUN
iajs-546	64	24	is	be	AUX
iajs-546	64	25	simpler	simple	ADJ
iajs-546	64	26	than	than	ADP
iajs-546	64	27	finding	find	VERB
iajs-546	64	28	the	the	DET
iajs-546	64	29	difference	difference	NOUN
iajs-546	64	30	among	among	ADP
iajs-546	64	31	two	two	NUM
iajs-546	64	32	vectors	vector	NOUN
iajs-546	64	33	.	.	PUNCT
iajs-546	65	1	coding	code	VERB
iajs-546	65	2	the	the	DET
iajs-546	65	3	feature	feature	NOUN
iajs-546	65	4	vector	vector	NOUN
iajs-546	65	5	depends	depend	VERB
iajs-546	65	6	on	on	ADP
iajs-546	65	7	the	the	DET
iajs-546	65	8	detection	detection	NOUN
iajs-546	65	9	of	of	ADP
iajs-546	65	10	its	its	PRON
iajs-546	65	11	main	main	ADJ
iajs-546	65	12	features	feature	NOUN
iajs-546	65	13	.	.	PUNCT
iajs-546	66	1	the	the	DET
iajs-546	66	2	resultant	resultant	NOUN
iajs-546	66	3	vectors	vector	NOUN
iajs-546	66	4	maximum	maximum	ADJ
iajs-546	66	5	value	value	NOUN
iajs-546	66	6	is	be	AUX
iajs-546	66	7	bigger	big	ADJ
iajs-546	66	8	than	than	ADP
iajs-546	66	9	zero	zero	NUM
iajs-546	66	10	,	,	PUNCT
iajs-546	66	11	while	while	SCONJ
iajs-546	66	12	their	their	PRON
iajs-546	66	13	minimum	minimum	ADJ
iajs-546	66	14	value	value	NOUN
iajs-546	66	15	is	be	AUX
iajs-546	66	16	smaller	small	ADJ
iajs-546	66	17	than	than	ADP
iajs-546	66	18	zero	zero	NUM
iajs-546	66	19	.	.	PUNCT
iajs-546	67	1	their	their	PRON
iajs-546	67	2	average	average	NOUN
iajs-546	67	3	is	be	AUX
iajs-546	67	4	in	in	ADP
iajs-546	67	5	the	the	DET
iajs-546	67	6	range	range	NOUN
iajs-546	67	7	from	from	ADP
iajs-546	67	8	-0.08	-0.08	NUM
iajs-546	67	9	to	to	ADP
iajs-546	67	10	-0.007	-0.007	PUNCT
iajs-546	67	11	and	and	CCONJ
iajs-546	67	12	the	the	DET
iajs-546	67	13	standard	standard	ADJ
iajs-546	67	14	variation	variation	NOUN
iajs-546	67	15	is	be	AUX
iajs-546	67	16	in	in	ADP
iajs-546	67	17	the	the	DET
iajs-546	67	18	range	range	NOUN
iajs-546	67	19	from	from	ADP
iajs-546	67	20	0.35	0.35	NUM
iajs-546	67	21	to	to	ADP
iajs-546	67	22	0.5	0.5	NUM
iajs-546	67	23	.	.	PUNCT
iajs-546	68	1	let	let	VERB
iajs-546	68	2	“	"	PUNCT
iajs-546	68	3	coef	coef	PROPN
iajs-546	68	4	”	"	PUNCT
iajs-546	68	5	is	be	AUX
iajs-546	68	6	an	an	DET
iajs-546	68	7	image	image	NOUN
iajs-546	68	8	feature	feature	NOUN
iajs-546	68	9	vector	vector	NOUN
iajs-546	68	10	,	,	PUNCT
iajs-546	68	11	then	then	ADV
iajs-546	68	12	the	the	DET
iajs-546	68	13	way	way	NOUN
iajs-546	68	14	to	to	PART
iajs-546	68	15	convert	convert	VERB
iajs-546	68	16	it	it	PRON
iajs-546	68	17	into	into	ADP
iajs-546	68	18	binary	binary	PROPN
iajs-546	68	19	code	code	NOUN
iajs-546	68	20	is	be	AUX
iajs-546	68	21	as	as	ADP
iajs-546	68	22	the	the	DET
iajs-546	68	23	following	following	NOUN
iajs-546	68	24	:	:	PUNCT
iajs-546	69	1	[	[	X
iajs-546	69	2	8	8	NUM
iajs-546	69	3	]	]	SYM
iajs-546	69	4	•	•	NUM
iajs-546	69	5	when	when	SCONJ
iajs-546	69	6	coef	coef	PROPN
iajs-546	69	7	(	(	PUNCT
iajs-546	69	8	i	i	NOUN
iajs-546	69	9	)	)	PUNCT
iajs-546	69	10	>	>	PUNCT
iajs-546	69	11	=	=	SYM
iajs-546	69	12	0	0	PROPN
iajs-546	69	13	,	,	PUNCT
iajs-546	69	14	then	then	ADV
iajs-546	69	15	coef	coef	PROPN
iajs-546	69	16	(	(	PUNCT
iajs-546	69	17	i	i	NOUN
iajs-546	69	18	)	)	PUNCT
iajs-546	69	19	=	=	SYM
iajs-546	70	1	1	1	NUM
iajs-546	70	2	•	•	NOUN
iajs-546	70	3	when	when	SCONJ
iajs-546	70	4	coef	coef	PROPN
iajs-546	70	5	(	(	PUNCT
iajs-546	70	6	i	i	NOUN
iajs-546	70	7	)	)	PUNCT
iajs-546	70	8	<	<	X
iajs-546	70	9	0	0	NUM
iajs-546	70	10	,	,	PUNCT
iajs-546	70	11	then	then	ADV
iajs-546	70	12	coef	coef	PROPN
iajs-546	70	13	(	(	PUNCT
iajs-546	70	14	i	i	NOUN
iajs-546	70	15	)	)	PUNCT
iajs-546	70	16	=	=	PUNCT
iajs-546	70	17	0	0	NUM
iajs-546	70	18	after	after	ADP
iajs-546	70	19	the	the	DET
iajs-546	70	20	binarization	binarization	NOUN
iajs-546	70	21	process	process	NOUN
iajs-546	70	22	,	,	PUNCT
iajs-546	70	23	the	the	DET
iajs-546	70	24	resultant	resultant	NOUN
iajs-546	70	25	two	two	NUM
iajs-546	70	26	code	code	NOUN
iajs-546	70	27	words	word	NOUN
iajs-546	70	28	are	be	AUX
iajs-546	70	29	compared	compare	VERB
iajs-546	70	30	in	in	ADP
iajs-546	70	31	order	order	NOUN
iajs-546	70	32	to	to	PART
iajs-546	70	33	find	find	VERB
iajs-546	70	34	if	if	SCONJ
iajs-546	70	35	these	these	DET
iajs-546	70	36	codes	code	NOUN
iajs-546	70	37	stand	stand	VERB
iajs-546	70	38	for	for	ADP
iajs-546	70	39	the	the	DET
iajs-546	70	40	same	same	ADJ
iajs-546	70	41	individual	individual	NOUN
iajs-546	70	42	or	or	CCONJ
iajs-546	70	43	not	not	PART
iajs-546	70	44	.	.	PUNCT
iajs-546	71	1	[	[	X
iajs-546	71	2	3	3	X
iajs-546	71	3	]	]	X
iajs-546	71	4	h.	h.	NOUN
iajs-546	71	5	test	test	NOUN
iajs-546	71	6	of	of	ADP
iajs-546	71	7	statistical	statistical	ADJ
iajs-546	71	8	independence	independence	NOUN
iajs-546	71	9	in	in	ADP
iajs-546	71	10	this	this	DET
iajs-546	71	11	stage	stage	NOUN
iajs-546	71	12	,	,	PUNCT
iajs-546	71	13	two	two	NUM
iajs-546	71	14	iris	iris	NOUN
iajs-546	71	15	patterns	pattern	NOUN
iajs-546	71	16	are	be	AUX
iajs-546	71	17	contrasted	contrast	VERB
iajs-546	71	18	with	with	ADP
iajs-546	71	19	each	each	DET
iajs-546	71	20	other	other	ADJ
iajs-546	71	21	.	.	PUNCT
iajs-546	72	1	the	the	DET
iajs-546	72	2	hamming	hamming	NOUN
iajs-546	72	3	distance	distance	NOUN
iajs-546	72	4	among	among	ADP
iajs-546	72	5	two	two	NUM
iajs-546	72	6	feature	feature	NOUN
iajs-546	72	7	vectors	vector	NOUN
iajs-546	72	8	and	and	CCONJ
iajs-546	72	9	the	the	DET
iajs-546	72	10	divergence	divergence	NOUN
iajs-546	72	11	among	among	ADP
iajs-546	72	12	them	they	PRON
iajs-546	72	13	are	be	AUX
iajs-546	72	14	directly	directly	ADV
iajs-546	72	15	related	relate	VERB
iajs-546	72	16	.	.	PUNCT
iajs-546	73	1	in	in	ADP
iajs-546	73	2	other	other	ADJ
iajs-546	73	3	words	word	NOUN
iajs-546	73	4	,	,	PUNCT
iajs-546	73	5	two	two	NUM
iajs-546	73	6	irises	iris	NOUN
iajs-546	73	7	are	be	AUX
iajs-546	73	8	the	the	DET
iajs-546	73	9	same	same	ADJ
iajs-546	73	10	when	when	SCONJ
iajs-546	73	11	the	the	DET
iajs-546	73	12	hamming	hamming	NOUN
iajs-546	73	13	distance	distance	NOUN
iajs-546	73	14	is	be	AUX
iajs-546	73	15	small	small	ADJ
iajs-546	73	16	.	.	PUNCT
iajs-546	74	1	the	the	DET
iajs-546	74	2	hamming	hamming	NOUN
iajs-546	74	3	distance	distance	NOUN
iajs-546	74	4	is	be	AUX
iajs-546	74	5	the	the	DET
iajs-546	74	6	number	number	NOUN
iajs-546	74	7	of	of	ADP
iajs-546	74	8	equivalent	equivalent	ADJ
iajs-546	74	9	bit	bit	NOUN
iajs-546	74	10	positions	position	NOUN
iajs-546	74	11	that	that	PRON
iajs-546	74	12	differ	differ	VERB
iajs-546	74	13	.	.	PUNCT
iajs-546	75	1	the	the	DET
iajs-546	75	2	hamming	hamming	NOUN
iajs-546	75	3	distance	distance	NOUN
iajs-546	75	4	is	be	AUX
iajs-546	75	5	similar	similar	ADJ
iajs-546	75	6	to	to	ADP
iajs-546	75	7	the	the	DET
iajs-546	75	8	correlation	correlation	NOUN
iajs-546	75	9	coefficient	coefficient	NOUN
iajs-546	75	10	in	in	ADP
iajs-546	75	11	which	which	PRON
iajs-546	75	12	the	the	DET
iajs-546	75	13	original	original	ADJ
iajs-546	75	14	image	image	NOUN
iajs-546	75	15	and	and	CCONJ
iajs-546	75	16	the	the	DET
iajs-546	75	17	corresponding	correspond	VERB
iajs-546	75	18	image	image	NOUN
iajs-546	75	19	in	in	ADP
iajs-546	75	20	the	the	DET
iajs-546	75	21	database	database	NOUN
iajs-546	75	22	are	be	AUX
iajs-546	75	23	converted	convert	VERB
iajs-546	75	24	into	into	ADP
iajs-546	75	25	vectors	vector	NOUN
iajs-546	75	26	and	and	CCONJ
iajs-546	75	27	then	then	ADV
iajs-546	75	28	each	each	DET
iajs-546	75	29	two	two	NUM
iajs-546	75	30	related	related	ADJ
iajs-546	75	31	vectors	vector	NOUN
iajs-546	75	32	are	be	AUX
iajs-546	75	33	compared	compare	VERB
iajs-546	75	34	and	and	CCONJ
iajs-546	75	35	the	the	DET
iajs-546	75	36	distance	distance	NOUN
iajs-546	75	37	between	between	ADP
iajs-546	75	38	them	they	PRON
iajs-546	75	39	is	be	AUX
iajs-546	75	40	calculated	calculate	VERB
iajs-546	75	41	.	.	PUNCT
iajs-546	76	1	the	the	DET
iajs-546	76	2	smallest	small	ADJ
iajs-546	76	3	resultant	resultant	NOUN
iajs-546	76	4	distance	distance	NOUN
iajs-546	76	5	is	be	AUX
iajs-546	76	6	called	call	VERB
iajs-546	76	7	the	the	DET
iajs-546	76	8	hamming	hamming	NOUN
iajs-546	76	9	distance	distance	NOUN
iajs-546	76	10	.	.	PUNCT
iajs-546	77	1	daugman	daugman	PROPN
iajs-546	77	2	found	find	VERB
iajs-546	77	3	that	that	SCONJ
iajs-546	77	4	the	the	DET
iajs-546	77	5	minimum	minimum	ADJ
iajs-546	77	6	value	value	NOUN
iajs-546	77	7	of	of	ADP
iajs-546	77	8	hamming	hamming	NOUN
iajs-546	77	9	distance	distance	NOUN
iajs-546	77	10	among	among	ADP
iajs-546	77	11	two	two	NUM
iajs-546	77	12	irises	iris	NOUN
iajs-546	77	13	of	of	ADP
iajs-546	77	14	the	the	DET
iajs-546	77	15	same	same	ADJ
iajs-546	77	16	individual	individual	NOUN
iajs-546	77	17	is	be	AUX
iajs-546	77	18	0.32	0.32	NUM
iajs-546	77	19	.	.	PUNCT
iajs-546	78	1	so	so	ADV
iajs-546	78	2	,	,	PUNCT
iajs-546	78	3	the	the	DET
iajs-546	78	4	related	related	ADJ
iajs-546	78	5	binary	binary	ADJ
iajs-546	78	6	feature	feature	NOUN
iajs-546	78	7	vectors	vector	NOUN
iajs-546	78	8	of	of	ADP
iajs-546	78	9	the	the	DET
iajs-546	78	10	two	two	NUM
iajs-546	78	11	contrasted	contrast	VERB
iajs-546	78	12	images	image	NOUN
iajs-546	78	13	of	of	ADP
iajs-546	78	14	iris	iris	NOUN
iajs-546	78	15	are	be	AUX
iajs-546	78	16	conceded	concede	VERB
iajs-546	78	17	to	to	ADP
iajs-546	78	18	a	a	DET
iajs-546	78	19	function	function	NOUN
iajs-546	78	20	that	that	PRON
iajs-546	78	21	corresponds	correspond	VERB
iajs-546	78	22	to	to	ADP
iajs-546	78	23	the	the	DET
iajs-546	78	24	computing	computing	NOUN
iajs-546	78	25	of	of	ADP
iajs-546	78	26	the	the	DET
iajs-546	78	27	hamming	hamming	NOUN
iajs-546	78	28	distance	distance	NOUN
iajs-546	78	29	among	among	ADP
iajs-546	78	30	them	they	PRON
iajs-546	78	31	.	.	PUNCT
iajs-546	79	1	the	the	DET
iajs-546	79	2	following	follow	VERB
iajs-546	79	3	shows	show	VERB
iajs-546	79	4	when	when	SCONJ
iajs-546	79	5	these	these	DET
iajs-546	79	6	two	two	NUM
iajs-546	79	7	images	image	NOUN
iajs-546	79	8	are	be	AUX
iajs-546	79	9	related	relate	VERB
iajs-546	79	10	to	to	ADP
iajs-546	79	11	the	the	DET
iajs-546	79	12	same	same	ADJ
iajs-546	79	13	individual	individual	NOUN
iajs-546	79	14	or	or	CCONJ
iajs-546	79	15	not	not	PART
iajs-546	79	16	:	:	PUNCT
iajs-546	80	1	[	[	X
iajs-546	80	2	3	3	NUM
iajs-546	80	3	,	,	PUNCT
iajs-546	80	4	5	5	NUM
iajs-546	80	5	]	]	PUNCT
iajs-546	80	6	•	•	NOUN
iajs-546	80	7	if	if	SCONJ
iajs-546	80	8	hd	hd	VERB
iajs-546	80	9	<	<	X
iajs-546	80	10	=	=	NOUN
iajs-546	80	11	0.32	0.32	NUM
iajs-546	80	12	,	,	PUNCT
iajs-546	80	13	then	then	ADV
iajs-546	80	14	the	the	DET
iajs-546	80	15	two	two	NUM
iajs-546	80	16	images	image	NOUN
iajs-546	80	17	are	be	AUX
iajs-546	80	18	for	for	ADP
iajs-546	80	19	the	the	DET
iajs-546	80	20	same	same	ADJ
iajs-546	80	21	person	person	NOUN
iajs-546	80	22	.	.	PUNCT
iajs-546	81	1	•	•	INTJ
iajs-546	81	2	if	if	SCONJ
iajs-546	81	3	hd	hd	PROPN
iajs-546	81	4	>	>	X
iajs-546	81	5	0.32	0.32	NUM
iajs-546	81	6	,	,	PUNCT
iajs-546	81	7	then	then	ADV
iajs-546	81	8	the	the	DET
iajs-546	81	9	two	two	NUM
iajs-546	81	10	images	image	NOUN
iajs-546	81	11	are	be	AUX
iajs-546	81	12	for	for	ADP
iajs-546	81	13	different	different	ADJ
iajs-546	81	14	persons	person	NOUN
iajs-546	81	15	.	.	PUNCT
iajs-546	82	1	348	348	NUM
iajs-546	82	2	|	|	NOUN
iajs-546	82	3	computers	computer	NOUN
iajs-546	82	4	science	science	PROPN
iajs-546	82	5	@1a@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	@1a@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	PROPN
iajs-546	82	6	�	�	PROPN
iajs-546	82	7	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	NUM
iajs-546	82	8	:	:	PUNCT
iajs-546	82	9	a@âig@ú‹	a@âig@ú‹	PROPN
iajs-546	82	10	©	©	PROPN
iajs-546	82	11	@ü‹26@@öü»€a@i1@‚b«@h2013	@ü‹26@@öü»€a@i1@‚b«@h2013	PROPN
iajs-546	82	12	ibn	ibn	PROPN
iajs-546	82	13	al	al	PROPN
iajs-546	82	14	-	-	PUNCT
iajs-546	82	15	haitham	haitham	PROPN
iajs-546	82	16	jour	jour	X
iajs-546	82	17	.	.	PROPN
iajs-546	83	1	for	for	ADP
iajs-546	83	2	pure	pure	ADJ
iajs-546	83	3	&	&	CCONJ
iajs-546	83	4	appl	appl	PROPN
iajs-546	83	5	.	.	PUNCT
iajs-546	84	1	sci	sci	PROPN
iajs-546	84	2	.	.	PUNCT
iajs-546	84	3	vol	vol	NOUN
iajs-546	84	4	.	.	PROPN
iajs-546	85	1	26	26	NUM
iajs-546	85	2	(	(	PUNCT
iajs-546	85	3	1	1	NUM
iajs-546	85	4	)	)	PUNCT
iajs-546	85	5	2013	2013	NUM
iajs-546	85	6	voice	voice	NOUN
iajs-546	85	7	recognition	recognition	NOUN
iajs-546	85	8	technique	technique	NOUN
iajs-546	85	9	voice	voice	NOUN
iajs-546	85	10	recognition	recognition	NOUN
iajs-546	85	11	technique	technique	NOUN
iajs-546	85	12	consists	consist	VERB
iajs-546	85	13	of	of	ADP
iajs-546	85	14	two	two	NUM
iajs-546	85	15	main	main	ADJ
iajs-546	85	16	stages	stage	NOUN
iajs-546	85	17	,	,	PUNCT
iajs-546	85	18	training	training	NOUN
iajs-546	85	19	and	and	CCONJ
iajs-546	85	20	recognition	recognition	NOUN
iajs-546	85	21	.	.	PUNCT
iajs-546	86	1	in	in	ADP
iajs-546	86	2	the	the	DET
iajs-546	86	3	training	training	NOUN
iajs-546	86	4	stage	stage	NOUN
iajs-546	86	5	,	,	PUNCT
iajs-546	86	6	an	an	DET
iajs-546	86	7	identified	identify	VERB
iajs-546	86	8	voice	voice	NOUN
iajs-546	86	9	is	be	AUX
iajs-546	86	10	inserted	insert	VERB
iajs-546	86	11	into	into	ADP
iajs-546	86	12	a	a	DET
iajs-546	86	13	database	database	NOUN
iajs-546	86	14	.	.	PUNCT
iajs-546	87	1	in	in	ADP
iajs-546	87	2	the	the	DET
iajs-546	87	3	recognition	recognition	NOUN
iajs-546	87	4	stage	stage	NOUN
iajs-546	87	5	,	,	PUNCT
iajs-546	87	6	an	an	DET
iajs-546	87	7	undefined	undefined	ADJ
iajs-546	87	8	voice	voice	NOUN
iajs-546	87	9	signal	signal	NOUN
iajs-546	87	10	will	will	AUX
iajs-546	87	11	be	be	AUX
iajs-546	87	12	identified	identify	VERB
iajs-546	87	13	.	.	PUNCT
iajs-546	88	1	voice	voice	NOUN
iajs-546	88	2	recognition	recognition	NOUN
iajs-546	88	3	method	method	NOUN
iajs-546	88	4	is	be	AUX
iajs-546	88	5	used	use	VERB
iajs-546	88	6	for	for	ADP
iajs-546	88	7	both	both	DET
iajs-546	88	8	verification	verification	NOUN
iajs-546	88	9	as	as	ADV
iajs-546	88	10	well	well	ADV
iajs-546	88	11	as	as	ADP
iajs-546	88	12	identification	identification	NOUN
iajs-546	88	13	.	.	PUNCT
iajs-546	89	1	figure	figure	NOUN
iajs-546	89	2	7	7	NUM
iajs-546	89	3	shows	show	VERB
iajs-546	89	4	the	the	DET
iajs-546	89	5	main	main	ADJ
iajs-546	89	6	system	system	NOUN
iajs-546	89	7	structure	structure	NOUN
iajs-546	89	8	.	.	PUNCT
iajs-546	90	1	[	[	X
iajs-546	90	2	7	7	NUM
iajs-546	90	3	]	]	PUNCT
iajs-546	90	4	a.	a.	NOUN
iajs-546	90	5	feature	feature	NOUN
iajs-546	90	6	extraction	extraction	NOUN
iajs-546	90	7	the	the	DET
iajs-546	90	8	first	first	ADJ
iajs-546	90	9	step	step	NOUN
iajs-546	90	10	in	in	ADP
iajs-546	90	11	the	the	DET
iajs-546	90	12	voice	voice	NOUN
iajs-546	90	13	recognition	recognition	NOUN
iajs-546	90	14	system	system	NOUN
iajs-546	90	15	is	be	AUX
iajs-546	90	16	the	the	DET
iajs-546	90	17	feature	feature	NOUN
iajs-546	90	18	extraction	extraction	NOUN
iajs-546	90	19	.	.	PUNCT
iajs-546	91	1	it	it	PRON
iajs-546	91	2	converts	convert	VERB
iajs-546	91	3	the	the	DET
iajs-546	91	4	input	input	NOUN
iajs-546	91	5	voice	voice	NOUN
iajs-546	91	6	signal	signal	NOUN
iajs-546	91	7	into	into	ADP
iajs-546	91	8	an	an	DET
iajs-546	91	9	acoustic	acoustic	ADJ
iajs-546	91	10	feature	feature	NOUN
iajs-546	91	11	vectors	vector	NOUN
iajs-546	91	12	series	series	NOUN
iajs-546	91	13	by	by	ADP
iajs-546	91	14	using	use	VERB
iajs-546	91	15	the	the	DET
iajs-546	91	16	signal	signal	ADJ
iajs-546	91	17	wave	wave	NOUN
iajs-546	91	18	division	division	NOUN
iajs-546	91	19	technique	technique	NOUN
iajs-546	91	20	.	.	PUNCT
iajs-546	92	1	most	most	ADJ
iajs-546	92	2	of	of	ADP
iajs-546	92	3	the	the	DET
iajs-546	92	4	vectors	vector	NOUN
iajs-546	92	5	depend	depend	VERB
iajs-546	92	6	on	on	ADP
iajs-546	92	7	the	the	DET
iajs-546	92	8	voice	voice	NOUN
iajs-546	92	9	signal	signal	NOUN
iajs-546	92	10	cepstral	cepstral	ADJ
iajs-546	92	11	representation	representation	NOUN
iajs-546	92	12	.	.	PUNCT
iajs-546	93	1	the	the	DET
iajs-546	93	2	purpose	purpose	NOUN
iajs-546	93	3	of	of	ADP
iajs-546	93	4	this	this	DET
iajs-546	93	5	stage	stage	NOUN
iajs-546	93	6	is	be	AUX
iajs-546	93	7	to	to	PART
iajs-546	93	8	find	find	VERB
iajs-546	93	9	a	a	DET
iajs-546	93	10	novel	novel	ADJ
iajs-546	93	11	illustration	illustration	NOUN
iajs-546	93	12	which	which	PRON
iajs-546	93	13	is	be	AUX
iajs-546	93	14	more	more	ADV
iajs-546	93	15	compressed	compressed	ADJ
iajs-546	93	16	,	,	PUNCT
iajs-546	93	17	more	more	ADV
iajs-546	93	18	appropriate	appropriate	ADJ
iajs-546	93	19	for	for	ADP
iajs-546	93	20	the	the	DET
iajs-546	93	21	statistical	statistical	ADJ
iajs-546	93	22	modeling	modeling	NOUN
iajs-546	93	23	and	and	CCONJ
iajs-546	93	24	less	less	ADV
iajs-546	93	25	disused	disused	ADJ
iajs-546	93	26	.	.	PUNCT
iajs-546	94	1	[	[	X
iajs-546	94	2	6	6	NUM
iajs-546	94	3	,	,	PUNCT
iajs-546	94	4	7	7	NUM
iajs-546	94	5	]	]	PUNCT
iajs-546	94	6	the	the	DET
iajs-546	94	7	main	main	ADJ
iajs-546	94	8	processes	process	NOUN
iajs-546	94	9	that	that	PRON
iajs-546	94	10	are	be	AUX
iajs-546	94	11	applied	apply	VERB
iajs-546	94	12	on	on	ADP
iajs-546	94	13	the	the	DET
iajs-546	94	14	recorded	record	VERB
iajs-546	94	15	voice	voice	NOUN
iajs-546	94	16	signal	signal	NOUN
iajs-546	94	17	are	be	AUX
iajs-546	94	18	:	:	PUNCT
iajs-546	94	19	the	the	DET
iajs-546	94	20	voice	voice	NOUN
iajs-546	94	21	signal	signal	NOUN
iajs-546	94	22	is	be	AUX
iajs-546	94	23	initially	initially	ADV
iajs-546	94	24	separated	separate	VERB
iajs-546	94	25	into	into	ADP
iajs-546	94	26	a	a	DET
iajs-546	94	27	number	number	NOUN
iajs-546	94	28	of	of	ADP
iajs-546	94	29	time	time	NOUN
iajs-546	94	30	windows	window	NOUN
iajs-546	94	31	.	.	PUNCT
iajs-546	95	1	after	after	ADP
iajs-546	95	2	that	that	PRON
iajs-546	95	3	,	,	PUNCT
iajs-546	95	4	the	the	DET
iajs-546	95	5	discrete	discrete	ADJ
iajs-546	95	6	fourier	fourier	NOUN
iajs-546	95	7	transform	transform	NOUN
iajs-546	95	8	(	(	PUNCT
iajs-546	95	9	dft	dft	NOUN
iajs-546	95	10	)	)	PUNCT
iajs-546	95	11	is	be	AUX
iajs-546	95	12	used	use	VERB
iajs-546	95	13	in	in	ADP
iajs-546	95	14	order	order	NOUN
iajs-546	95	15	to	to	PART
iajs-546	95	16	convert	convert	VERB
iajs-546	95	17	each	each	DET
iajs-546	95	18	one	one	NUM
iajs-546	95	19	of	of	ADP
iajs-546	95	20	the	the	DET
iajs-546	95	21	resultant	resultant	NOUN
iajs-546	95	22	time	time	NOUN
iajs-546	95	23	windows	window	NOUN
iajs-546	95	24	into	into	ADP
iajs-546	95	25	the	the	DET
iajs-546	95	26	spectral	spectral	ADJ
iajs-546	95	27	domain	domain	NOUN
iajs-546	95	28	.	.	PUNCT
iajs-546	96	1	then	then	ADV
iajs-546	96	2	,	,	PUNCT
iajs-546	96	3	each	each	DET
iajs-546	96	4	one	one	NUM
iajs-546	96	5	of	of	ADP
iajs-546	96	6	the	the	DET
iajs-546	96	7	magnitude	magnitude	NOUN
iajs-546	96	8	spectrums	spectrum	NOUN
iajs-546	96	9	are	be	AUX
iajs-546	96	10	smoothed	smooth	VERB
iajs-546	96	11	out	out	ADP
iajs-546	96	12	by	by	ADP
iajs-546	96	13	using	use	VERB
iajs-546	96	14	band	band	NOUN
iajs-546	96	15	passfilters	passfilter	NOUN
iajs-546	96	16	.	.	PUNCT
iajs-546	97	1	each	each	DET
iajs-546	97	2	one	one	NUM
iajs-546	97	3	of	of	ADP
iajs-546	97	4	these	these	DET
iajs-546	97	5	filters	filter	NOUN
iajs-546	97	6	measures	measure	VERB
iajs-546	97	7	the	the	DET
iajs-546	97	8	sun	sun	NOUN
iajs-546	97	9	-	-	PUNCT
iajs-546	97	10	band	band	NOUN
iajs-546	97	11	mean	mean	NOUN
iajs-546	97	12	.	.	PUNCT
iajs-546	98	1	this	this	DET
iajs-546	98	2	process	process	NOUN
iajs-546	98	3	is	be	AUX
iajs-546	98	4	called	call	VERB
iajs-546	98	5	the	the	DET
iajs-546	98	6	extraction	extraction	NOUN
iajs-546	98	7	of	of	ADP
iajs-546	98	8	mel	mel	PROPN
iajs-546	98	9	frequency	frequency	PROPN
iajs-546	98	10	cepstral	cepstral	ADJ
iajs-546	98	11	coefficients	coefficient	NOUN
iajs-546	98	12	(	(	PUNCT
iajs-546	98	13	mfcc	mfcc	NOUN
iajs-546	98	14	)	)	PUNCT
iajs-546	98	15	parameters	parameter	NOUN
iajs-546	98	16	as	as	SCONJ
iajs-546	98	17	shown	show	VERB
iajs-546	98	18	in	in	ADP
iajs-546	98	19	figure	figure	NOUN
iajs-546	98	20	8	8	NUM
iajs-546	98	21	.	.	PUNCT
iajs-546	99	1	[	[	X
iajs-546	99	2	7	7	X
iajs-546	99	3	]	]	SYM
iajs-546	99	4	energy	energy	NOUN
iajs-546	99	5	and	and	CCONJ
iajs-546	99	6	derivatives	derivative	NOUN
iajs-546	99	7	parameters	parameter	NOUN
iajs-546	99	8	are	be	AUX
iajs-546	99	9	also	also	ADV
iajs-546	99	10	added	add	VERB
iajs-546	99	11	to	to	ADP
iajs-546	99	12	the	the	DET
iajs-546	99	13	cepstral	cepstral	ADJ
iajs-546	99	14	parameters	parameter	NOUN
iajs-546	99	15	.	.	PUNCT
iajs-546	100	1	energy	energy	NOUN
iajs-546	100	2	is	be	AUX
iajs-546	100	3	the	the	DET
iajs-546	100	4	summation	summation	NOUN
iajs-546	100	5	of	of	ADP
iajs-546	100	6	samples	sample	NOUN
iajs-546	100	7	power	power	NOUN
iajs-546	100	8	over	over	ADP
iajs-546	100	9	time	time	NOUN
iajs-546	100	10	in	in	ADP
iajs-546	100	11	a	a	DET
iajs-546	100	12	frame	frame	NOUN
iajs-546	100	13	.	.	PUNCT
iajs-546	101	1	speech	speech	NOUN
iajs-546	101	2	signals	signal	NOUN
iajs-546	101	3	are	be	AUX
iajs-546	101	4	fixed	fix	VERB
iajs-546	101	5	from	from	ADP
iajs-546	101	6	one	one	NUM
iajs-546	101	7	frame	frame	NOUN
iajs-546	101	8	to	to	ADP
iajs-546	101	9	another	another	DET
iajs-546	101	10	one	one	NOUN
iajs-546	101	11	.	.	PUNCT
iajs-546	102	1	so	so	ADV
iajs-546	102	2	,	,	PUNCT
iajs-546	102	3	features	feature	NOUN
iajs-546	102	4	that	that	PRON
iajs-546	102	5	are	be	AUX
iajs-546	102	6	corresponding	correspond	VERB
iajs-546	102	7	to	to	ADP
iajs-546	102	8	the	the	DET
iajs-546	102	9	modifying	modifying	NOUN
iajs-546	102	10	in	in	ADP
iajs-546	102	11	cepstral	cepstral	ADJ
iajs-546	102	12	features	feature	NOUN
iajs-546	102	13	are	be	AUX
iajs-546	102	14	added	add	VERB
iajs-546	102	15	in	in	ADP
iajs-546	102	16	which	which	PRON
iajs-546	102	17	a	a	DET
iajs-546	102	18	velocity	velocity	NOUN
iajs-546	102	19	feature	feature	NOUN
iajs-546	102	20	is	be	AUX
iajs-546	102	21	added	add	VERB
iajs-546	102	22	into	into	ADP
iajs-546	102	23	each	each	DET
iajs-546	102	24	one	one	NUM
iajs-546	102	25	of	of	ADP
iajs-546	102	26	the	the	DET
iajs-546	102	27	vector	vector	NOUN
iajs-546	102	28	features	feature	NOUN
iajs-546	102	29	.	.	PUNCT
iajs-546	103	1	[	[	X
iajs-546	103	2	8	8	NUM
iajs-546	103	3	]	]	PUNCT
iajs-546	103	4	b.	b.	PROPN
iajs-546	103	5	speaker	speaker	PROPN
iajs-546	103	6	molding	mold	VERB
iajs-546	103	7	speaker	speaker	NOUN
iajs-546	103	8	model	model	NOUN
iajs-546	103	9	is	be	AUX
iajs-546	103	10	constructed	construct	VERB
iajs-546	103	11	by	by	ADP
iajs-546	103	12	the	the	DET
iajs-546	103	13	use	use	NOUN
iajs-546	103	14	of	of	ADP
iajs-546	103	15	acoustic	acoustic	ADJ
iajs-546	103	16	vectors	vector	NOUN
iajs-546	103	17	that	that	PRON
iajs-546	103	18	are	be	AUX
iajs-546	103	19	found	find	VERB
iajs-546	103	20	out	out	ADP
iajs-546	103	21	from	from	ADP
iajs-546	103	22	each	each	DET
iajs-546	103	23	signal	signal	ADJ
iajs-546	103	24	part	part	NOUN
iajs-546	103	25	in	in	ADP
iajs-546	103	26	the	the	DET
iajs-546	103	27	training	training	NOUN
iajs-546	103	28	stage	stage	NOUN
iajs-546	103	29	.	.	PUNCT
iajs-546	104	1	the	the	DET
iajs-546	104	2	main	main	ADJ
iajs-546	104	3	two	two	NUM
iajs-546	104	4	methods	method	NOUN
iajs-546	104	5	of	of	ADP
iajs-546	104	6	voice	voice	NOUN
iajs-546	104	7	recognition	recognition	NOUN
iajs-546	104	8	are	be	AUX
iajs-546	104	9	:	:	PUNCT
iajs-546	104	10	deterministic	deterministic	ADJ
iajs-546	104	11	method	method	NOUN
iajs-546	104	12	which	which	PRON
iajs-546	104	13	is	be	AUX
iajs-546	104	14	the	the	DET
iajs-546	104	15	dynamic	dynamic	ADJ
iajs-546	104	16	comparison	comparison	NOUN
iajs-546	104	17	in	in	ADP
iajs-546	104	18	addition	addition	NOUN
iajs-546	104	19	to	to	ADP
iajs-546	104	20	vector	vector	NOUN
iajs-546	104	21	quantization	quantization	NOUN
iajs-546	104	22	and	and	CCONJ
iajs-546	104	23	statistical	statistical	ADJ
iajs-546	104	24	method	method	NOUN
iajs-546	104	25	which	which	PRON
iajs-546	104	26	is	be	AUX
iajs-546	104	27	the	the	DET
iajs-546	104	28	gaussian	gaussian	ADJ
iajs-546	104	29	mixture	mixture	NOUN
iajs-546	104	30	model	model	NOUN
iajs-546	104	31	(	(	PUNCT
iajs-546	104	32	gmm	gmm	NOUN
iajs-546	104	33	)	)	PUNCT
iajs-546	104	34	and	and	CCONJ
iajs-546	104	35	hidden	hide	VERB
iajs-546	104	36	markov	markov	NOUN
iajs-546	104	37	model	model	NOUN
iajs-546	104	38	(	(	PUNCT
iajs-546	104	39	hmm	hmm	INTJ
iajs-546	104	40	)	)	PUNCT
iajs-546	104	41	.	.	PUNCT
iajs-546	105	1	the	the	DET
iajs-546	105	2	statistical	statistical	ADJ
iajs-546	105	3	method	method	NOUN
iajs-546	105	4	is	be	AUX
iajs-546	105	5	the	the	DET
iajs-546	105	6	most	most	ADV
iajs-546	105	7	utilized	utilize	VERB
iajs-546	105	8	one	one	NUM
iajs-546	105	9	.	.	PUNCT
iajs-546	106	1	[	[	X
iajs-546	106	2	7	7	NUM
iajs-546	106	3	,	,	PUNCT
iajs-546	106	4	9	9	NUM
iajs-546	106	5	]	]	PUNCT
iajs-546	106	6	gmm	gmm	X
iajs-546	106	7	is	be	AUX
iajs-546	106	8	an	an	DET
iajs-546	106	9	unverified	unverified	ADJ
iajs-546	106	10	leaning	lean	VERB
iajs-546	106	11	method	method	NOUN
iajs-546	106	12	or	or	CCONJ
iajs-546	106	13	a	a	DET
iajs-546	106	14	clustering	clustering	ADJ
iajs-546	106	15	method	method	NOUN
iajs-546	106	16	.	.	PUNCT
iajs-546	107	1	in	in	ADP
iajs-546	107	2	addition	addition	NOUN
iajs-546	107	3	,	,	PUNCT
iajs-546	107	4	it	it	PRON
iajs-546	107	5	is	be	AUX
iajs-546	107	6	a	a	DET
iajs-546	107	7	parametric	parametric	ADJ
iajs-546	107	8	pdf	pdf	NOUN
iajs-546	107	9	which	which	PRON
iajs-546	107	10	is	be	AUX
iajs-546	107	11	signified	signify	VERB
iajs-546	107	12	as	as	ADP
iajs-546	107	13	the	the	DET
iajs-546	107	14	weighted	weighted	ADJ
iajs-546	107	15	sum	sum	NOUN
iajs-546	107	16	of	of	ADP
iajs-546	107	17	all	all	DET
iajs-546	107	18	the	the	DET
iajs-546	107	19	densities	density	NOUN
iajs-546	107	20	of	of	ADP
iajs-546	107	21	the	the	DET
iajs-546	107	22	gaussian	gaussian	ADJ
iajs-546	107	23	component	component	NOUN
iajs-546	107	24	.	.	PUNCT
iajs-546	108	1	this	this	DET
iajs-546	108	2	method	method	NOUN
iajs-546	108	3	can	can	AUX
iajs-546	108	4	be	be	AUX
iajs-546	108	5	used	use	VERB
iajs-546	108	6	in	in	ADP
iajs-546	108	7	order	order	NOUN
iajs-546	108	8	to	to	PART
iajs-546	108	9	build	build	VERB
iajs-546	108	10	flexible	flexible	ADJ
iajs-546	108	11	boundaries	boundary	NOUN
iajs-546	108	12	of	of	ADP
iajs-546	108	13	clustering	clustering	NOUN
iajs-546	108	14	,	,	PUNCT
iajs-546	108	15	such	such	ADJ
iajs-546	108	16	as	as	ADP
iajs-546	108	17	the	the	DET
iajs-546	108	18	points	point	NOUN
iajs-546	108	19	in	in	ADP
iajs-546	108	20	space	space	NOUN
iajs-546	108	21	join	join	VERB
iajs-546	108	22	a	a	DET
iajs-546	108	23	class	class	NOUN
iajs-546	108	24	based	base	VERB
iajs-546	108	25	on	on	ADP
iajs-546	108	26	a	a	DET
iajs-546	108	27	known	know	VERB
iajs-546	108	28	probability	probability	NOUN
iajs-546	108	29	.	.	PUNCT
iajs-546	109	1	as	as	ADV
iajs-546	109	2	well	well	ADV
iajs-546	109	3	,	,	PUNCT
iajs-546	109	4	it	it	PRON
iajs-546	109	5	is	be	AUX
iajs-546	109	6	utilized	utilize	VERB
iajs-546	109	7	as	as	ADP
iajs-546	109	8	a	a	DET
iajs-546	109	9	probability	probability	NOUN
iajs-546	109	10	distribution	distribution	NOUN
iajs-546	109	11	parametric	parametric	NOUN
iajs-546	109	12	model	model	NOUN
iajs-546	109	13	for	for	ADP
iajs-546	109	14	either	either	CCONJ
iajs-546	109	15	the	the	DET
iajs-546	109	16	biometric	biometric	ADJ
iajs-546	109	17	system	system	NOUN
iajs-546	109	18	features	feature	NOUN
iajs-546	109	19	,	,	PUNCT
iajs-546	109	20	such	such	ADJ
iajs-546	109	21	as	as	ADP
iajs-546	109	22	the	the	DET
iajs-546	109	23	speaker	speaker	NOUN
iajs-546	109	24	recognition	recognition	NOUN
iajs-546	109	25	features	feature	VERB
iajs-546	109	26	or	or	CCONJ
iajs-546	109	27	the	the	DET
iajs-546	109	28	continuous	continuous	ADJ
iajs-546	109	29	measurements	measurement	NOUN
iajs-546	109	30	.	.	PUNCT
iajs-546	110	1	the	the	DET
iajs-546	110	2	parameters	parameter	NOUN
iajs-546	110	3	of	of	ADP
iajs-546	110	4	this	this	DET
iajs-546	110	5	method	method	NOUN
iajs-546	110	6	can	can	AUX
iajs-546	110	7	be	be	AUX
iajs-546	110	8	evaluated	evaluate	VERB
iajs-546	110	9	by	by	ADP
iajs-546	110	10	using	use	VERB
iajs-546	110	11	a	a	DET
iajs-546	110	12	training	training	NOUN
iajs-546	110	13	dataset	dataset	VERB
iajs-546	110	14	with	with	ADP
iajs-546	110	15	the	the	DET
iajs-546	110	16	utilization	utilization	NOUN
iajs-546	110	17	of	of	ADP
iajs-546	110	18	the	the	DET
iajs-546	110	19	iterative	iterative	NOUN
iajs-546	110	20	expectation	expectation	NOUN
iajs-546	110	21	maximization	maximization	NOUN
iajs-546	110	22	(	(	PUNCT
iajs-546	110	23	em	em	NOUN
iajs-546	110	24	)	)	PUNCT
iajs-546	110	25	method	method	NOUN
iajs-546	110	26	.	.	PUNCT
iajs-546	111	1	the	the	DET
iajs-546	111	2	following	follow	VERB
iajs-546	111	3	equation	equation	NOUN
iajs-546	111	4	explores	explore	VERB
iajs-546	111	5	the	the	DET
iajs-546	111	6	general	general	ADJ
iajs-546	111	7	form	form	NOUN
iajs-546	111	8	of	of	ADP
iajs-546	111	9	the	the	DET
iajs-546	111	10	gmm	gmm	NOUN
iajs-546	111	11	:	:	PUNCT
iajs-546	112	1	[	[	X
iajs-546	112	2	10	10	NUM
iajs-546	112	3	,	,	PUNCT
iajs-546	112	4	11	11	NUM
iajs-546	112	5	]	]	PUNCT
iajs-546	112	6	𝑝(𝑥	𝑝(𝑥	NUM
iajs-546	112	7	)	)	PUNCT
iajs-546	112	8	=	=	SYM
iajs-546	112	9	1	1	NUM
iajs-546	112	10	(	(	PUNCT
iajs-546	112	11	2𝜋	2𝜋	NUM
iajs-546	112	12	)	)	PUNCT
iajs-546	112	13	𝑑	𝑑	PROPN
iajs-546	112	14	2|σ|2	2|σ|2	NUM
iajs-546	112	15	𝑒	𝑒	PROPN
iajs-546	112	16	�	�	PROPN
iajs-546	112	17	−1	−1	NOUN
iajs-546	112	18	2	2	NUM
iajs-546	112	19	(	(	PUNCT
iajs-546	112	20	𝑥−𝜇)𝑇ς−1(𝑥−𝜇	𝑥−𝜇)𝑇ς−1(𝑥−𝜇	NOUN
iajs-546	112	21	)	)	PUNCT
iajs-546	112	22	�	�	PROPN
iajs-546	112	23	where	where	SCONJ
iajs-546	112	24	:	:	PUNCT
iajs-546	112	25	x	x	PRON
iajs-546	112	26	represents	represent	VERB
iajs-546	112	27	the	the	DET
iajs-546	112	28	dimensional	dimensional	ADJ
iajs-546	112	29	component	component	NOUN
iajs-546	112	30	vector	vector	NOUN
iajs-546	112	31	of	of	ADP
iajs-546	112	32	the	the	DET
iajs-546	112	33	features	feature	NOUN
iajs-546	112	34	,	,	PUNCT
iajs-546	112	35	μ	μ	PROPN
iajs-546	112	36	represents	represent	VERB
iajs-546	112	37	the	the	DET
iajs-546	112	38	dimensional	dimensional	ADJ
iajs-546	112	39	component	component	NOUN
iajs-546	112	40	vector	vector	NOUN
iajs-546	112	41	of	of	ADP
iajs-546	112	42	the	the	DET
iajs-546	112	43	features	feature	NOUN
iajs-546	112	44	means	mean	VERB
iajs-546	112	45	and	and	CCONJ
iajs-546	112	46	represents	represent	VERB
iajs-546	112	47	the	the	DET
iajs-546	112	48	covariance	covariance	NOUN
iajs-546	112	49	matrix	matrix	NOUN
iajs-546	112	50	.	.	PUNCT
iajs-546	113	1	[	[	X
iajs-546	113	2	11	11	NUM
iajs-546	113	3	]	]	X
iajs-546	113	4	gmm	gmm	NOUN
iajs-546	113	5	depend	depend	VERB
iajs-546	113	6	on	on	ADP
iajs-546	113	7	the	the	DET
iajs-546	113	8	universal	universal	ADJ
iajs-546	113	9	background	background	NOUN
iajs-546	113	10	model	model	NOUN
iajs-546	113	11	(	(	PUNCT
iajs-546	113	12	ubm	ubm	PROPN
iajs-546	113	13	)	)	PUNCT
iajs-546	113	14	which	which	PRON
iajs-546	113	15	constructed	construct	VERB
iajs-546	113	16	by	by	ADP
iajs-546	113	17	utilizing	utilize	VERB
iajs-546	113	18	all	all	DET
iajs-546	113	19	the	the	DET
iajs-546	113	20	database	database	NOUN
iajs-546	113	21	recordings	recording	NOUN
iajs-546	113	22	.	.	PUNCT
iajs-546	114	1	this	this	DET
iajs-546	114	2	model	model	NOUN
iajs-546	114	3	is	be	AUX
iajs-546	114	4	used	use	VERB
iajs-546	114	5	due	due	ADP
iajs-546	114	6	to	to	ADP
iajs-546	114	7	the	the	DET
iajs-546	114	8	flexibility	flexibility	NOUN
iajs-546	114	9	of	of	ADP
iajs-546	114	10	the	the	DET
iajs-546	114	11	modeling	modeling	NOUN
iajs-546	114	12	by	by	ADP
iajs-546	114	13	using	use	VERB
iajs-546	114	14	gmm	gmm	PROPN
iajs-546	114	15	and	and	CCONJ
iajs-546	114	16	the	the	DET
iajs-546	114	17	utilization	utilization	NOUN
iajs-546	114	18	of	of	ADP
iajs-546	114	19	gmm	gmm	PROPN
iajs-546	114	20	offers	offer	VERB
iajs-546	114	21	a	a	DET
iajs-546	114	22	well	well	ADJ
iajs-546	114	23	cooperation	cooperation	NOUN
iajs-546	114	24	among	among	ADP
iajs-546	114	25	performances	performance	NOUN
iajs-546	114	26	as	as	ADV
iajs-546	114	27	well	well	ADV
iajs-546	114	28	as	as	ADP
iajs-546	114	29	the	the	DET
iajs-546	114	30	system	system	NOUN
iajs-546	114	31	complication	complication	NOUN
iajs-546	114	32	.	.	PUNCT
iajs-546	115	1	[	[	X
iajs-546	115	2	7	7	X
iajs-546	115	3	]	]	SYM
iajs-546	115	4	349	349	NUM
iajs-546	115	5	|	|	NOUN
iajs-546	115	6	computers	computer	VERB
iajs-546	115	7	science	science	PROPN
iajs-546	115	8	@1a@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	@1a@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	PROPN
iajs-546	115	9	�	�	PROPN
iajs-546	115	10	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	NUM
iajs-546	115	11	:	:	PUNCT
iajs-546	115	12	a@âig@ú‹	a@âig@ú‹	PROPN
iajs-546	115	13	©	©	PROPN
iajs-546	115	14	@ü‹26@@öü»€a@i1@‚b«@h2013	@ü‹26@@öü»€a@i1@‚b«@h2013	PROPN
iajs-546	115	15	ibn	ibn	PROPN
iajs-546	115	16	al	al	PROPN
iajs-546	115	17	-	-	PUNCT
iajs-546	115	18	haitham	haitham	PROPN
iajs-546	115	19	jour	jour	X
iajs-546	115	20	.	.	PROPN
iajs-546	116	1	for	for	ADP
iajs-546	116	2	pure	pure	ADJ
iajs-546	116	3	&	&	CCONJ
iajs-546	116	4	appl	appl	PROPN
iajs-546	116	5	.	.	PUNCT
iajs-546	117	1	sci	sci	PROPN
iajs-546	117	2	.	.	PUNCT
iajs-546	117	3	vol	vol	NOUN
iajs-546	117	4	.	.	PROPN
iajs-546	118	1	26	26	NUM
iajs-546	118	2	(	(	PUNCT
iajs-546	118	3	1	1	NUM
iajs-546	118	4	)	)	PUNCT
iajs-546	118	5	2013	2013	NUM
iajs-546	118	6	c.	c.	NOUN
iajs-546	118	7	pattern	pattern	NOUN
iajs-546	118	8	matching	matching	NOUN
iajs-546	118	9	and	and	CCONJ
iajs-546	118	10	decision	decision	NOUN
iajs-546	118	11	the	the	DET
iajs-546	118	12	voice	voice	NOUN
iajs-546	118	13	recognition	recognition	NOUN
iajs-546	118	14	method	method	NOUN
iajs-546	118	15	recognizes	recognize	VERB
iajs-546	118	16	the	the	DET
iajs-546	118	17	voice	voice	NOUN
iajs-546	118	18	signal	signal	NOUN
iajs-546	118	19	if	if	SCONJ
iajs-546	118	20	it	it	PRON
iajs-546	118	21	belongs	belong	VERB
iajs-546	118	22	to	to	ADP
iajs-546	118	23	the	the	DET
iajs-546	118	24	assumed	assumed	ADJ
iajs-546	118	25	speaker	speaker	NOUN
iajs-546	118	26	.	.	PUNCT
iajs-546	119	1	let	let	VERB
iajs-546	119	2	y	y	PRON
iajs-546	119	3	is	be	AUX
iajs-546	119	4	the	the	DET
iajs-546	119	5	voice	voice	NOUN
iajs-546	119	6	segment	segment	NOUN
iajs-546	119	7	and	and	CCONJ
iajs-546	119	8	s	s	NOUN
iajs-546	119	9	is	be	AUX
iajs-546	119	10	the	the	DET
iajs-546	119	11	assumed	assumed	ADJ
iajs-546	119	12	speaker	speaker	NOUN
iajs-546	119	13	,	,	PUNCT
iajs-546	119	14	then	then	ADV
iajs-546	119	15	two	two	NUM
iajs-546	119	16	hypotheses	hypothesis	NOUN
iajs-546	119	17	are	be	AUX
iajs-546	119	18	defined	define	VERB
iajs-546	119	19	as	as	SCONJ
iajs-546	119	20	follows	follow	VERB
iajs-546	119	21	:	:	PUNCT
iajs-546	119	22	[	[	X
iajs-546	119	23	7	7	NUM
iajs-546	119	24	]	]	SYM
iajs-546	119	25	•	•	NUM
iajs-546	119	26	h0	h0	PROPN
iajs-546	119	27	:	:	PUNCT
iajs-546	119	28	y	y	PROPN
iajs-546	119	29	is	be	AUX
iajs-546	119	30	from	from	ADP
iajs-546	119	31	the	the	DET
iajs-546	119	32	assumed	assumed	ADJ
iajs-546	119	33	speaker	speaker	NOUN
iajs-546	119	34	s	s	PART
iajs-546	119	35	•	•	NOUN
iajs-546	119	36	h1	h1	PROPN
iajs-546	119	37	:	:	PUNCT
iajs-546	119	38	y	y	PROPN
iajs-546	119	39	is	be	AUX
iajs-546	119	40	not	not	PART
iajs-546	119	41	from	from	ADP
iajs-546	119	42	the	the	DET
iajs-546	119	43	assumed	assumed	ADJ
iajs-546	119	44	speaker	speaker	NOUN
iajs-546	119	45	s	s	PART
iajs-546	119	46	to	to	PART
iajs-546	119	47	make	make	VERB
iajs-546	119	48	a	a	DET
iajs-546	119	49	decision	decision	NOUN
iajs-546	119	50	between	between	ADP
iajs-546	119	51	these	these	DET
iajs-546	119	52	two	two	NUM
iajs-546	119	53	hypotheses	hypothesis	NOUN
iajs-546	119	54	,	,	PUNCT
iajs-546	119	55	the	the	DET
iajs-546	119	56	ratio	ratio	NOUN
iajs-546	119	57	between	between	ADP
iajs-546	119	58	the	the	DET
iajs-546	119	59	probability	probability	NOUN
iajs-546	119	60	density	density	NOUN
iajs-546	119	61	function	function	NOUN
iajs-546	119	62	of	of	ADP
iajs-546	119	63	both	both	DET
iajs-546	119	64	hypotheses	hypothesis	NOUN
iajs-546	119	65	is	be	AUX
iajs-546	119	66	calculated	calculate	VERB
iajs-546	119	67	,	,	PUNCT
iajs-546	119	68	where	where	SCONJ
iajs-546	119	69	if	if	SCONJ
iajs-546	119	70	it	it	PRON
iajs-546	119	71	is	be	AUX
iajs-546	119	72	bigger	big	ADJ
iajs-546	119	73	than	than	ADP
iajs-546	119	74	a	a	DET
iajs-546	119	75	certain	certain	ADJ
iajs-546	119	76	value	value	NOUN
iajs-546	119	77	,	,	PUNCT
iajs-546	119	78	then	then	ADV
iajs-546	119	79	h0	h0	PROPN
iajs-546	119	80	will	will	AUX
iajs-546	119	81	be	be	AUX
iajs-546	119	82	accepted	accept	VERB
iajs-546	119	83	,	,	PUNCT
iajs-546	119	84	otherwise	otherwise	ADV
iajs-546	119	85	,	,	PUNCT
iajs-546	119	86	it	it	PRON
iajs-546	119	87	will	will	AUX
iajs-546	119	88	be	be	AUX
iajs-546	119	89	rejected	reject	VERB
iajs-546	119	90	.	.	PUNCT
iajs-546	120	1	[	[	X
iajs-546	120	2	12	12	NUM
iajs-546	120	3	]	]	PUNCT
iajs-546	120	4	results	result	VERB
iajs-546	120	5	1	1	NUM
iajs-546	120	6	.	.	PUNCT
iajs-546	120	7	iris	iris	NOUN
iajs-546	120	8	recognition	recognition	NOUN
iajs-546	120	9	technique	technique	NOUN
iajs-546	120	10	capturing	capture	VERB
iajs-546	120	11	iris	iris	NOUN
iajs-546	120	12	images	image	NOUN
iajs-546	120	13	is	be	AUX
iajs-546	120	14	done	do	VERB
iajs-546	120	15	by	by	ADP
iajs-546	120	16	using	use	VERB
iajs-546	120	17	a	a	DET
iajs-546	120	18	device	device	NOUN
iajs-546	120	19	which	which	PRON
iajs-546	120	20	offers	offer	VERB
iajs-546	120	21	a	a	DET
iajs-546	120	22	standard	standard	ADJ
iajs-546	120	23	complex	complex	ADJ
iajs-546	120	24	video	video	NOUN
iajs-546	120	25	signal	signal	NOUN
iajs-546	120	26	that	that	PRON
iajs-546	120	27	is	be	AUX
iajs-546	120	28	in	in	ADP
iajs-546	120	29	combination	combination	NOUN
iajs-546	120	30	with	with	ADP
iajs-546	120	31	a	a	DET
iajs-546	120	32	frame	frame	NOUN
iajs-546	120	33	of	of	ADP
iajs-546	120	34	a	a	DET
iajs-546	120	35	grabber	grabber	NOUN
iajs-546	120	36	board	board	NOUN
iajs-546	120	37	.	.	PUNCT
iajs-546	121	1	the	the	DET
iajs-546	121	2	captured	capture	VERB
iajs-546	121	3	image	image	NOUN
iajs-546	121	4	by	by	ADP
iajs-546	121	5	the	the	DET
iajs-546	121	6	proposed	propose	VERB
iajs-546	121	7	hardware	hardware	NOUN
iajs-546	121	8	is	be	AUX
iajs-546	121	9	inserted	insert	VERB
iajs-546	121	10	into	into	ADP
iajs-546	121	11	the	the	DET
iajs-546	121	12	matlab	matlab	NOUN
iajs-546	121	13	as	as	SCONJ
iajs-546	121	14	shown	show	VERB
iajs-546	121	15	in	in	ADP
iajs-546	121	16	figure	figure	NOUN
iajs-546	121	17	9	9	NUM
iajs-546	121	18	via	via	ADP
iajs-546	121	19	the	the	DET
iajs-546	121	20	image	image	NOUN
iajs-546	121	21	acquisition	acquisition	NOUN
iajs-546	121	22	toolbox	toolbox	NOUN
iajs-546	121	23	which	which	PRON
iajs-546	121	24	offers	offer	VERB
iajs-546	121	25	an	an	DET
iajs-546	121	26	interface	interface	NOUN
iajs-546	121	27	for	for	ADP
iajs-546	121	28	several	several	ADJ
iajs-546	121	29	devices	device	NOUN
iajs-546	121	30	of	of	ADP
iajs-546	121	31	image	image	NOUN
iajs-546	121	32	acquisition	acquisition	NOUN
iajs-546	121	33	.	.	PUNCT
iajs-546	122	1	this	this	DET
iajs-546	122	2	toolbox	toolbox	NOUN
iajs-546	122	3	also	also	ADV
iajs-546	122	4	allows	allow	VERB
iajs-546	122	5	the	the	DET
iajs-546	122	6	collection	collection	NOUN
iajs-546	122	7	of	of	ADP
iajs-546	122	8	images	image	NOUN
iajs-546	122	9	by	by	ADP
iajs-546	122	10	using	use	VERB
iajs-546	122	11	the	the	DET
iajs-546	122	12	frame	frame	NOUN
iajs-546	122	13	grabber	grabber	NOUN
iajs-546	122	14	.	.	PUNCT
iajs-546	123	1	this	this	PRON
iajs-546	123	2	is	be	AUX
iajs-546	123	3	done	do	VERB
iajs-546	123	4	by	by	ADP
iajs-546	123	5	using	use	VERB
iajs-546	123	6	two	two	NUM
iajs-546	123	7	methods	method	NOUN
iajs-546	123	8	,	,	PUNCT
iajs-546	123	9	get	get	NOUN
iajs-546	123	10	-	-	PUNCT
iajs-546	123	11	snapshot	snapshot	NOUN
iajs-546	123	12	function	function	NOUN
iajs-546	123	13	and	and	CCONJ
iajs-546	123	14	triggering	triggering	NOUN
iajs-546	123	15	.	.	PUNCT
iajs-546	124	1	[	[	X
iajs-546	124	2	13	13	NUM
iajs-546	124	3	]	]	PUNCT
iajs-546	124	4	capturing	capture	VERB
iajs-546	124	5	a	a	DET
iajs-546	124	6	video	video	NOUN
iajs-546	124	7	is	be	AUX
iajs-546	124	8	important	important	ADJ
iajs-546	124	9	in	in	ADP
iajs-546	124	10	order	order	NOUN
iajs-546	124	11	to	to	PART
iajs-546	124	12	make	make	VERB
iajs-546	124	13	sure	sure	ADJ
iajs-546	124	14	that	that	SCONJ
iajs-546	124	15	images	image	NOUN
iajs-546	124	16	are	be	AUX
iajs-546	124	17	achieved	achieve	VERB
iajs-546	124	18	.	.	PUNCT
iajs-546	125	1	this	this	PRON
iajs-546	125	2	is	be	AUX
iajs-546	125	3	done	do	VERB
iajs-546	125	4	by	by	ADP
iajs-546	125	5	using	use	VERB
iajs-546	125	6	capture	capture	NOUN
iajs-546	125	7	video	video	NOUN
iajs-546	125	8	button	button	NOUN
iajs-546	125	9	which	which	PRON
iajs-546	125	10	starts	start	VERB
iajs-546	125	11	the	the	DET
iajs-546	125	12	image	image	NOUN
iajs-546	125	13	acquisition	acquisition	NOUN
iajs-546	125	14	toolbox	toolbox	NOUN
iajs-546	125	15	which	which	PRON
iajs-546	125	16	in	in	ADP
iajs-546	125	17	turn	turn	NOUN
iajs-546	125	18	starts	start	VERB
iajs-546	125	19	commands	command	NOUN
iajs-546	125	20	and	and	CCONJ
iajs-546	125	21	saves	save	VERB
iajs-546	125	22	data	datum	NOUN
iajs-546	125	23	.	.	PUNCT
iajs-546	126	1	when	when	SCONJ
iajs-546	126	2	the	the	DET
iajs-546	126	3	capturing	capturing	NOUN
iajs-546	126	4	process	process	NOUN
iajs-546	126	5	is	be	AUX
iajs-546	126	6	completed	complete	VERB
iajs-546	126	7	,	,	PUNCT
iajs-546	126	8	then	then	ADV
iajs-546	126	9	program	program	NOUN
iajs-546	126	10	control	control	NOUN
iajs-546	126	11	is	be	AUX
iajs-546	126	12	reinstated	reinstate	VERB
iajs-546	126	13	and	and	CCONJ
iajs-546	126	14	the	the	DET
iajs-546	126	15	collected	collect	VERB
iajs-546	126	16	data	datum	NOUN
iajs-546	126	17	are	be	AUX
iajs-546	126	18	transmitted	transmit	VERB
iajs-546	126	19	to	to	ADP
iajs-546	126	20	the	the	DET
iajs-546	126	21	matlab	matlab	PROPN
iajs-546	126	22	workspace	workspace	NOUN
iajs-546	126	23	.	.	PUNCT
iajs-546	127	1	the	the	DET
iajs-546	127	2	transmitted	transmit	VERB
iajs-546	127	3	data	datum	NOUN
iajs-546	127	4	into	into	ADP
iajs-546	127	5	the	the	DET
iajs-546	127	6	workspace	workspace	NOUN
iajs-546	127	7	is	be	AUX
iajs-546	127	8	a	a	DET
iajs-546	127	9	four	four	NUM
iajs-546	127	10	dimensional	dimensional	ADJ
iajs-546	127	11	array	array	NOUN
iajs-546	127	12	.	.	PUNCT
iajs-546	128	1	the	the	DET
iajs-546	128	2	first	first	ADJ
iajs-546	128	3	two	two	NUM
iajs-546	128	4	dimensions	dimension	NOUN
iajs-546	128	5	are	be	AUX
iajs-546	128	6	related	relate	VERB
iajs-546	128	7	to	to	ADP
iajs-546	128	8	each	each	DET
iajs-546	128	9	one	one	NUM
iajs-546	128	10	of	of	ADP
iajs-546	128	11	the	the	DET
iajs-546	128	12	person	person	NOUN
iajs-546	128	13	frame	frame	NOUN
iajs-546	128	14	rows	row	NOUN
iajs-546	128	15	and	and	CCONJ
iajs-546	128	16	columns	column	NOUN
iajs-546	128	17	.	.	PUNCT
iajs-546	129	1	the	the	DET
iajs-546	129	2	third	third	ADJ
iajs-546	129	3	one	one	NOUN
iajs-546	129	4	is	be	AUX
iajs-546	129	5	related	relate	VERB
iajs-546	129	6	to	to	ADP
iajs-546	129	7	the	the	DET
iajs-546	129	8	components	component	NOUN
iajs-546	129	9	of	of	ADP
iajs-546	129	10	red	red	ADJ
iajs-546	129	11	,	,	PUNCT
iajs-546	129	12	green	green	ADJ
iajs-546	129	13	,	,	PUNCT
iajs-546	129	14	and	and	CCONJ
iajs-546	129	15	blue	blue	ADJ
iajs-546	129	16	colors	color	NOUN
iajs-546	129	17	.	.	PUNCT
iajs-546	130	1	the	the	DET
iajs-546	130	2	fourth	fourth	ADJ
iajs-546	130	3	dimension	dimension	NOUN
iajs-546	130	4	is	be	AUX
iajs-546	130	5	related	relate	VERB
iajs-546	130	6	to	to	ADP
iajs-546	130	7	the	the	DET
iajs-546	130	8	number	number	NOUN
iajs-546	130	9	of	of	ADP
iajs-546	130	10	the	the	DET
iajs-546	130	11	frame	frame	NOUN
iajs-546	130	12	.	.	PUNCT
iajs-546	131	1	imaqmontage	imaqmontage	NOUN
iajs-546	131	2	command	command	NOUN
iajs-546	131	3	is	be	AUX
iajs-546	131	4	used	use	VERB
iajs-546	131	5	in	in	ADP
iajs-546	131	6	order	order	NOUN
iajs-546	131	7	to	to	PART
iajs-546	131	8	show	show	VERB
iajs-546	131	9	the	the	DET
iajs-546	131	10	images	image	NOUN
iajs-546	131	11	to	to	PART
iajs-546	131	12	perform	perform	VERB
iajs-546	131	13	quality	quality	NOUN
iajs-546	131	14	corroboration	corroboration	NOUN
iajs-546	131	15	.	.	PUNCT
iajs-546	132	1	persons	person	NOUN
iajs-546	132	2	move	move	VERB
iajs-546	132	3	their	their	PRON
iajs-546	132	4	eyes	eye	NOUN
iajs-546	132	5	during	during	ADP
iajs-546	132	6	capturing	capture	VERB
iajs-546	132	7	.	.	PUNCT
iajs-546	133	1	the	the	DET
iajs-546	133	2	resultant	resultant	NOUN
iajs-546	133	3	data	datum	NOUN
iajs-546	133	4	are	be	AUX
iajs-546	133	5	utilized	utilize	VERB
iajs-546	133	6	in	in	ADP
iajs-546	133	7	the	the	DET
iajs-546	133	8	analysis	analysis	NOUN
iajs-546	133	9	of	of	ADP
iajs-546	133	10	liveness	liveness	NOUN
iajs-546	133	11	testing	testing	NOUN
iajs-546	133	12	algorithms	algorithm	NOUN
iajs-546	133	13	as	as	ADV
iajs-546	133	14	well	well	ADV
iajs-546	133	15	as	as	ADP
iajs-546	133	16	location	location	NOUN
iajs-546	133	17	tracking	tracking	NOUN
iajs-546	133	18	algorithms	algorithm	NOUN
iajs-546	133	19	.	.	PUNCT
iajs-546	134	1	after	after	ADP
iajs-546	134	2	the	the	DET
iajs-546	134	3	proposed	propose	VERB
iajs-546	134	4	processes	process	NOUN
iajs-546	134	5	of	of	ADP
iajs-546	134	6	acquisition	acquisition	NOUN
iajs-546	134	7	,	,	PUNCT
iajs-546	134	8	data	datum	NOUN
iajs-546	134	9	are	be	AUX
iajs-546	134	10	stored	store	VERB
iajs-546	134	11	.	.	PUNCT
iajs-546	135	1	when	when	SCONJ
iajs-546	135	2	the	the	DET
iajs-546	135	3	images	image	NOUN
iajs-546	135	4	have	have	VERB
iajs-546	135	5	high	high	ADJ
iajs-546	135	6	quality	quality	NOUN
iajs-546	135	7	,	,	PUNCT
iajs-546	135	8	images	image	NOUN
iajs-546	135	9	are	be	AUX
iajs-546	135	10	saved	save	VERB
iajs-546	135	11	.	.	PUNCT
iajs-546	136	1	several	several	ADJ
iajs-546	136	2	experiments	experiment	NOUN
iajs-546	136	3	are	be	AUX
iajs-546	136	4	done	do	VERB
iajs-546	136	5	in	in	ADP
iajs-546	136	6	order	order	NOUN
iajs-546	136	7	to	to	PART
iajs-546	136	8	evaluate	evaluate	VERB
iajs-546	136	9	the	the	DET
iajs-546	136	10	iris	iris	NOUN
iajs-546	136	11	recognition	recognition	NOUN
iajs-546	136	12	technique	technique	NOUN
iajs-546	136	13	.	.	PUNCT
iajs-546	137	1	so	so	ADV
iajs-546	137	2	,	,	PUNCT
iajs-546	137	3	this	this	DET
iajs-546	137	4	technique	technique	NOUN
iajs-546	137	5	is	be	AUX
iajs-546	137	6	implemented	implement	VERB
iajs-546	137	7	by	by	ADP
iajs-546	137	8	using	use	VERB
iajs-546	137	9	matlab	matlab	PROPN
iajs-546	137	10	software	software	NOUN
iajs-546	137	11	program	program	NOUN
iajs-546	137	12	.	.	PUNCT
iajs-546	138	1	the	the	DET
iajs-546	138	2	utilized	utilize	VERB
iajs-546	138	3	databases	database	NOUN
iajs-546	138	4	in	in	ADP
iajs-546	138	5	this	this	DET
iajs-546	138	6	experiment	experiment	NOUN
iajs-546	138	7	are	be	AUX
iajs-546	138	8	from	from	ADP
iajs-546	138	9	chinese	chinese	PROPN
iajs-546	138	10	academy	academy	PROPN
iajs-546	138	11	of	of	ADP
iajs-546	138	12	sciences	sciences	PROPN
iajs-546	138	13	institute	institute	PROPN
iajs-546	138	14	of	of	ADP
iajs-546	138	15	automation	automation	NOUN
iajs-546	138	16	(	(	PUNCT
iajs-546	138	17	casia	casia	NOUN
iajs-546	138	18	)	)	PUNCT
iajs-546	138	19	as	as	ADV
iajs-546	138	20	well	well	ADV
iajs-546	138	21	as	as	ADP
iajs-546	138	22	multimedia	multimedia	NOUN
iajs-546	138	23	university	university	NOUN
iajs-546	138	24	(	(	PUNCT
iajs-546	138	25	mmu	mmu	PROPN
iajs-546	138	26	)	)	PUNCT
iajs-546	138	27	.	.	PUNCT
iajs-546	139	1	databases	database	NOUN
iajs-546	139	2	of	of	ADP
iajs-546	139	3	casia	casia	NOUN
iajs-546	139	4	contain	contain	VERB
iajs-546	139	5	eye	eye	NOUN
iajs-546	139	6	images	image	NOUN
iajs-546	139	7	which	which	PRON
iajs-546	139	8	were	be	AUX
iajs-546	139	9	captured	capture	VERB
iajs-546	139	10	for	for	ADP
iajs-546	139	11	nearly	nearly	ADV
iajs-546	139	12	108	108	NUM
iajs-546	139	13	individuals	individual	NOUN
iajs-546	139	14	with	with	ADP
iajs-546	139	15	seven	seven	NUM
iajs-546	139	16	images	image	NOUN
iajs-546	139	17	for	for	ADP
iajs-546	139	18	each	each	DET
iajs-546	139	19	one	one	NUM
iajs-546	139	20	of	of	ADP
iajs-546	139	21	them	they	PRON
iajs-546	139	22	from	from	ADP
iajs-546	139	23	two	two	NUM
iajs-546	139	24	assemblies	assembly	NOUN
iajs-546	139	25	,	,	PUNCT
iajs-546	139	26	where	where	SCONJ
iajs-546	139	27	each	each	DET
iajs-546	139	28	assembly	assembly	NOUN
iajs-546	139	29	was	be	AUX
iajs-546	139	30	taken	take	VERB
iajs-546	139	31	with	with	ADP
iajs-546	139	32	one	one	NUM
iajs-546	139	33	month	month	NOUN
iajs-546	139	34	time	time	NOUN
iajs-546	139	35	period	period	NOUN
iajs-546	139	36	.	.	PUNCT
iajs-546	140	1	databases	database	NOUN
iajs-546	140	2	of	of	ADP
iajs-546	140	3	mmu	mmu	PROPN
iajs-546	140	4	contain	contain	VERB
iajs-546	140	5	eye	eye	NOUN
iajs-546	140	6	images	image	NOUN
iajs-546	140	7	that	that	PRON
iajs-546	140	8	were	be	AUX
iajs-546	140	9	captured	capture	VERB
iajs-546	140	10	for	for	ADP
iajs-546	140	11	both	both	DET
iajs-546	140	12	eyes	eye	NOUN
iajs-546	140	13	of	of	ADP
iajs-546	140	14	individuals	individual	NOUN
iajs-546	140	15	.	.	PUNCT
iajs-546	141	1	[	[	X
iajs-546	141	2	14	14	NUM
iajs-546	141	3	,	,	PUNCT
iajs-546	141	4	15	15	NUM
iajs-546	141	5	]	]	PUNCT
iajs-546	141	6	the	the	DET
iajs-546	141	7	left	left	ADJ
iajs-546	141	8	image	image	NOUN
iajs-546	141	9	that	that	PRON
iajs-546	141	10	is	be	AUX
iajs-546	141	11	shown	show	VERB
iajs-546	141	12	in	in	ADP
iajs-546	141	13	figure	figure	NOUN
iajs-546	141	14	10	10	NUM
iajs-546	141	15	shows	show	VERB
iajs-546	141	16	the	the	DET
iajs-546	141	17	iris	iris	NOUN
iajs-546	141	18	image	image	NOUN
iajs-546	141	19	after	after	ADP
iajs-546	141	20	the	the	DET
iajs-546	141	21	iris	iris	NOUN
iajs-546	141	22	localization	localization	NOUN
iajs-546	141	23	process	process	NOUN
iajs-546	141	24	,	,	PUNCT
iajs-546	141	25	while	while	SCONJ
iajs-546	141	26	the	the	DET
iajs-546	141	27	middle	middle	ADJ
iajs-546	141	28	one	one	NOUN
iajs-546	141	29	shows	show	VERB
iajs-546	141	30	the	the	DET
iajs-546	141	31	iris	iris	NOUN
iajs-546	141	32	segmentation	segmentation	NOUN
iajs-546	141	33	second	second	ADJ
iajs-546	141	34	phase	phase	NOUN
iajs-546	141	35	or	or	CCONJ
iajs-546	141	36	as	as	ADP
iajs-546	141	37	called	call	VERB
iajs-546	141	38	noise	noise	NOUN
iajs-546	141	39	reduction	reduction	NOUN
iajs-546	141	40	.	.	PUNCT
iajs-546	142	1	the	the	DET
iajs-546	142	2	right	right	ADJ
iajs-546	142	3	image	image	NOUN
iajs-546	142	4	displays	display	VERB
iajs-546	142	5	the	the	DET
iajs-546	142	6	failed	fail	VERB
iajs-546	142	7	segmentation	segmentation	NOUN
iajs-546	142	8	of	of	ADP
iajs-546	142	9	the	the	DET
iajs-546	142	10	iris	iris	NOUN
iajs-546	142	11	which	which	PRON
iajs-546	142	12	results	result	VERB
iajs-546	142	13	from	from	ADP
iajs-546	142	14	several	several	ADJ
iajs-546	142	15	reasons	reason	NOUN
iajs-546	142	16	,	,	PUNCT
iajs-546	142	17	such	such	ADJ
iajs-546	142	18	as	as	ADP
iajs-546	142	19	the	the	DET
iajs-546	142	20	upper	upper	ADJ
iajs-546	142	21	eyelid	eyelid	NOUN
iajs-546	142	22	as	as	ADV
iajs-546	142	23	well	well	ADV
iajs-546	142	24	as	as	ADP
iajs-546	142	25	eyelashes	eyelash	NOUN
iajs-546	142	26	impeded	impede	VERB
iajs-546	142	27	with	with	ADP
iajs-546	142	28	the	the	DET
iajs-546	142	29	iris	iris	NOUN
iajs-546	142	30	localization	localization	NOUN
iajs-546	142	31	process	process	NOUN
iajs-546	142	32	,	,	PUNCT
iajs-546	142	33	persons	person	NOUN
iajs-546	142	34	did	do	AUX
iajs-546	142	35	not	not	PART
iajs-546	142	36	support	support	VERB
iajs-546	142	37	their	their	PRON
iajs-546	142	38	irises	iris	NOUN
iajs-546	142	39	with	with	ADP
iajs-546	142	40	the	the	DET
iajs-546	142	41	used	use	VERB
iajs-546	142	42	scanner	scanner	NOUN
iajs-546	142	43	of	of	ADP
iajs-546	142	44	iris	iris	NOUN
iajs-546	142	45	in	in	ADP
iajs-546	142	46	a	a	DET
iajs-546	142	47	proper	proper	ADJ
iajs-546	142	48	way	way	NOUN
iajs-546	142	49	,	,	PUNCT
iajs-546	142	50	or	or	CCONJ
iajs-546	142	51	there	there	PRON
iajs-546	142	52	was	be	VERB
iajs-546	142	53	not	not	PART
iajs-546	142	54	adequate	adequate	ADJ
iajs-546	142	55	characteristic	characteristic	ADJ
iajs-546	142	56	difference	difference	NOUN
iajs-546	142	57	among	among	ADP
iajs-546	142	58	both	both	CCONJ
iajs-546	142	59	the	the	DET
iajs-546	142	60	iris	iris	NOUN
iajs-546	142	61	and	and	CCONJ
iajs-546	142	62	the	the	DET
iajs-546	142	63	sclera	sclera	NOUN
iajs-546	142	64	.	.	PUNCT
iajs-546	143	1	figure	figure	NOUN
iajs-546	143	2	11	11	NUM
iajs-546	143	3	shows	show	VERB
iajs-546	143	4	the	the	DET
iajs-546	143	5	resultant	resultant	NOUN
iajs-546	143	6	image	image	NOUN
iajs-546	143	7	after	after	ADP
iajs-546	143	8	normalization	normalization	NOUN
iajs-546	143	9	.	.	PUNCT
iajs-546	144	1	[	[	X
iajs-546	144	2	16	16	NUM
iajs-546	144	3	]	]	SYM
iajs-546	144	4	table	table	NOUN
iajs-546	144	5	1	1	NUM
iajs-546	144	6	shows	show	VERB
iajs-546	144	7	the	the	DET
iajs-546	144	8	iris	iris	NOUN
iajs-546	144	9	coding	code	VERB
iajs-546	144	10	process	process	NOUN
iajs-546	144	11	results	result	NOUN
iajs-546	144	12	.	.	PUNCT
iajs-546	145	1	as	as	SCONJ
iajs-546	145	2	shown	show	VERB
iajs-546	145	3	below	below	ADV
iajs-546	145	4	,	,	PUNCT
iajs-546	145	5	for	for	ADP
iajs-546	145	6	the	the	DET
iajs-546	145	7	casia	casia	NOUN
iajs-546	145	8	databases	database	NOUN
iajs-546	145	9	,	,	PUNCT
iajs-546	145	10	all	all	DET
iajs-546	145	11	irises	iris	NOUN
iajs-546	145	12	are	be	AUX
iajs-546	145	13	coded	code	VERB
iajs-546	145	14	in	in	ADP
iajs-546	145	15	a	a	DET
iajs-546	145	16	successful	successful	ADJ
iajs-546	145	17	way	way	NOUN
iajs-546	145	18	,	,	PUNCT
iajs-546	145	19	while	while	SCONJ
iajs-546	145	20	for	for	ADP
iajs-546	145	21	the	the	DET
iajs-546	145	22	mmu	mmu	PROPN
iajs-546	145	23	databases	database	NOUN
iajs-546	145	24	,	,	PUNCT
iajs-546	145	25	two	two	NUM
iajs-546	145	26	iris	iris	NOUN
iajs-546	145	27	images	image	NOUN
iajs-546	145	28	from	from	ADP
iajs-546	145	29	350	350	NUM
iajs-546	145	30	|	|	NOUN
iajs-546	145	31	computers	computer	NOUN
iajs-546	145	32	science	science	PROPN
iajs-546	145	33	@1a@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	@1a@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	PROPN
iajs-546	145	34	�	�	PROPN
iajs-546	145	35	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	NUM
iajs-546	145	36	:	:	PUNCT
iajs-546	145	37	a@âig@ú‹	a@âig@ú‹	PROPN
iajs-546	145	38	©	©	PROPN
iajs-546	145	39	@ü‹26@@öü»€a@i1@‚b«@h2013	@ü‹26@@öü»€a@i1@‚b«@h2013	PROPN
iajs-546	145	40	ibn	ibn	PROPN
iajs-546	145	41	al	al	PROPN
iajs-546	145	42	-	-	PUNCT
iajs-546	145	43	haitham	haitham	PROPN
iajs-546	145	44	jour	jour	X
iajs-546	145	45	.	.	PROPN
iajs-546	146	1	for	for	ADP
iajs-546	146	2	pure	pure	ADJ
iajs-546	146	3	&	&	CCONJ
iajs-546	146	4	appl	appl	PROPN
iajs-546	146	5	.	.	PUNCT
iajs-546	147	1	sci	sci	PROPN
iajs-546	147	2	.	.	PUNCT
iajs-546	147	3	vol	vol	NOUN
iajs-546	147	4	.	.	PROPN
iajs-546	148	1	26	26	NUM
iajs-546	148	2	(	(	PUNCT
iajs-546	148	3	1	1	NUM
iajs-546	148	4	)	)	PUNCT
iajs-546	148	5	2013	2013	NUM
iajs-546	148	6	450	450	NUM
iajs-546	148	7	images	image	NOUN
iajs-546	148	8	are	be	AUX
iajs-546	148	9	not	not	PART
iajs-546	148	10	coded	code	VERB
iajs-546	148	11	successfully	successfully	ADV
iajs-546	148	12	.	.	PUNCT
iajs-546	149	1	so	so	ADV
iajs-546	149	2	the	the	DET
iajs-546	149	3	total	total	ADJ
iajs-546	149	4	rate	rate	NOUN
iajs-546	149	5	of	of	ADP
iajs-546	149	6	coding	code	VERB
iajs-546	149	7	success	success	NOUN
iajs-546	149	8	is	be	AUX
iajs-546	149	9	99.83	99.83	NUM
iajs-546	149	10	%	%	NOUN
iajs-546	149	11	and	and	CCONJ
iajs-546	149	12	the	the	DET
iajs-546	149	13	needed	need	VERB
iajs-546	149	14	average	average	ADJ
iajs-546	149	15	time	time	NOUN
iajs-546	149	16	for	for	ADP
iajs-546	149	17	the	the	DET
iajs-546	149	18	process	process	NOUN
iajs-546	149	19	is	be	AUX
iajs-546	149	20	708	708	NUM
iajs-546	149	21	ms	ms	NOUN
iajs-546	149	22	for	for	ADP
iajs-546	149	23	each	each	DET
iajs-546	149	24	iris	iris	NOUN
iajs-546	149	25	.	.	PUNCT
iajs-546	150	1	[	[	X
iajs-546	150	2	2	2	NUM
iajs-546	150	3	]	]	PUNCT
iajs-546	150	4	table	table	NOUN
iajs-546	150	5	2	2	NUM
iajs-546	150	6	shows	show	VERB
iajs-546	150	7	the	the	DET
iajs-546	150	8	experimental	experimental	ADJ
iajs-546	150	9	results	result	NOUN
iajs-546	150	10	of	of	ADP
iajs-546	150	11	iris	iris	NOUN
iajs-546	150	12	recognition	recognition	NOUN
iajs-546	150	13	technique	technique	NOUN
iajs-546	150	14	.	.	PUNCT
iajs-546	151	1	the	the	DET
iajs-546	151	2	resultant	resultant	NOUN
iajs-546	151	3	accuracy	accuracy	NOUN
iajs-546	151	4	is	be	AUX
iajs-546	151	5	84.45	84.45	NUM
iajs-546	151	6	%	%	NOUN
iajs-546	151	7	for	for	ADP
iajs-546	151	8	the	the	DET
iajs-546	151	9	used	use	VERB
iajs-546	151	10	casia	casia	NOUN
iajs-546	151	11	databases	database	NOUN
iajs-546	151	12	.	.	PUNCT
iajs-546	152	1	the	the	DET
iajs-546	152	2	data	datum	NOUN
iajs-546	152	3	of	of	ADP
iajs-546	152	4	the	the	DET
iajs-546	152	5	second	second	ADJ
iajs-546	152	6	assembly	assembly	NOUN
iajs-546	152	7	are	be	AUX
iajs-546	152	8	utilized	utilize	VERB
iajs-546	152	9	as	as	ADP
iajs-546	152	10	reservation	reservation	NOUN
iajs-546	152	11	and	and	CCONJ
iajs-546	152	12	the	the	DET
iajs-546	152	13	first	first	ADJ
iajs-546	152	14	one	one	NUM
iajs-546	152	15	is	be	AUX
iajs-546	152	16	utilized	utilize	VERB
iajs-546	152	17	as	as	ADP
iajs-546	152	18	the	the	DET
iajs-546	152	19	database	database	NOUN
iajs-546	152	20	of	of	ADP
iajs-546	152	21	the	the	DET
iajs-546	152	22	system	system	NOUN
iajs-546	152	23	.	.	PUNCT
iajs-546	153	1	the	the	DET
iajs-546	153	2	resultant	resultant	NOUN
iajs-546	153	3	accuracy	accuracy	NOUN
iajs-546	153	4	for	for	ADP
iajs-546	153	5	both	both	CCONJ
iajs-546	153	6	the	the	DET
iajs-546	153	7	left	left	ADJ
iajs-546	153	8	and	and	CCONJ
iajs-546	153	9	right	right	ADJ
iajs-546	153	10	eyes	eye	NOUN
iajs-546	153	11	of	of	ADP
iajs-546	153	12	the	the	DET
iajs-546	153	13	used	use	VERB
iajs-546	153	14	mmu	mmu	NOUN
iajs-546	153	15	databases	database	NOUN
iajs-546	153	16	are	be	AUX
iajs-546	153	17	77.78	77.78	NUM
iajs-546	153	18	%	%	NOUN
iajs-546	153	19	and	and	CCONJ
iajs-546	153	20	86.67	86.67	NUM
iajs-546	153	21	%	%	NOUN
iajs-546	153	22	,	,	PUNCT
iajs-546	153	23	respectively	respectively	ADV
iajs-546	153	24	.	.	PUNCT
iajs-546	154	1	for	for	ADP
iajs-546	154	2	the	the	DET
iajs-546	154	3	databases	database	NOUN
iajs-546	154	4	of	of	ADP
iajs-546	154	5	the	the	DET
iajs-546	154	6	mmu	mmu	PROPN
iajs-546	154	7	,	,	PUNCT
iajs-546	154	8	the	the	DET
iajs-546	154	9	first	first	ADJ
iajs-546	154	10	two	two	NUM
iajs-546	154	11	image	image	NOUN
iajs-546	154	12	acquisitions	acquisition	NOUN
iajs-546	154	13	are	be	AUX
iajs-546	154	14	utilized	utilize	VERB
iajs-546	154	15	as	as	ADP
iajs-546	154	16	reservations	reservation	NOUN
iajs-546	154	17	,	,	PUNCT
iajs-546	154	18	while	while	SCONJ
iajs-546	154	19	the	the	DET
iajs-546	154	20	other	other	ADJ
iajs-546	154	21	three	three	NUM
iajs-546	154	22	ones	one	NOUN
iajs-546	154	23	are	be	AUX
iajs-546	154	24	utilized	utilize	VERB
iajs-546	154	25	as	as	ADP
iajs-546	154	26	the	the	DET
iajs-546	154	27	system	system	NOUN
iajs-546	154	28	database	database	NOUN
iajs-546	154	29	.	.	PUNCT
iajs-546	155	1	the	the	DET
iajs-546	155	2	total	total	ADJ
iajs-546	155	3	accuracy	accuracy	NOUN
iajs-546	155	4	is	be	AUX
iajs-546	155	5	82.9	82.9	NUM
iajs-546	155	6	%	%	NOUN
iajs-546	155	7	.	.	PUNCT
iajs-546	156	1	[	[	X
iajs-546	156	2	2	2	NUM
iajs-546	156	3	]	]	SYM
iajs-546	156	4	2	2	NUM
iajs-546	156	5	.	.	PUNCT
iajs-546	156	6	voice	voice	NOUN
iajs-546	156	7	recognition	recognition	NOUN
iajs-546	156	8	technique	technique	NOUN
iajs-546	156	9	speech	speech	NOUN
iajs-546	156	10	processing	processing	NOUN
iajs-546	156	11	as	as	ADV
iajs-546	156	12	well	well	ADV
iajs-546	156	13	as	as	ADP
iajs-546	156	14	language	language	NOUN
iajs-546	156	15	consists	consist	VERB
iajs-546	156	16	of	of	ADP
iajs-546	156	17	several	several	ADJ
iajs-546	156	18	concepts	concept	NOUN
iajs-546	156	19	and	and	CCONJ
iajs-546	156	20	terminologies	terminology	NOUN
iajs-546	156	21	.	.	PUNCT
iajs-546	157	1	figure	figure	NOUN
iajs-546	157	2	12	12	NUM
iajs-546	157	3	shows	show	VERB
iajs-546	157	4	speech	speech	NOUN
iajs-546	157	5	signals	signal	NOUN
iajs-546	157	6	of	of	ADP
iajs-546	157	7	vowels	vowel	NOUN
iajs-546	157	8	in	in	ADP
iajs-546	157	9	both	both	DET
iajs-546	157	10	time	time	NOUN
iajs-546	157	11	and	and	CCONJ
iajs-546	157	12	frequency	frequency	NOUN
iajs-546	157	13	domains	domain	NOUN
iajs-546	157	14	.	.	PUNCT
iajs-546	158	1	as	as	SCONJ
iajs-546	158	2	shown	show	VERB
iajs-546	158	3	,	,	PUNCT
iajs-546	158	4	the	the	DET
iajs-546	158	5	pitch	pitch	NOUN
iajs-546	158	6	as	as	ADV
iajs-546	158	7	well	well	ADV
iajs-546	158	8	as	as	ADP
iajs-546	158	9	rate	rate	NOUN
iajs-546	158	10	for	for	ADP
iajs-546	158	11	each	each	DET
iajs-546	158	12	one	one	NUM
iajs-546	158	13	of	of	ADP
iajs-546	158	14	the	the	DET
iajs-546	158	15	vowels	vowel	NOUN
iajs-546	158	16	is	be	AUX
iajs-546	158	17	the	the	DET
iajs-546	158	18	same	same	ADJ
iajs-546	158	19	which	which	PRON
iajs-546	158	20	creates	create	VERB
iajs-546	158	21	major	major	ADJ
iajs-546	158	22	worry	worry	NOUN
iajs-546	158	23	for	for	ADP
iajs-546	158	24	the	the	DET
iajs-546	158	25	voice	voice	NOUN
iajs-546	158	26	recognition	recognition	NOUN
iajs-546	158	27	systems	system	NOUN
iajs-546	158	28	.	.	PUNCT
iajs-546	159	1	they	they	PRON
iajs-546	159	2	have	have	VERB
iajs-546	159	3	high	high	ADJ
iajs-546	159	4	rejection	rejection	NOUN
iajs-546	159	5	rate	rate	NOUN
iajs-546	159	6	due	due	ADP
iajs-546	159	7	to	to	ADP
iajs-546	159	8	the	the	DET
iajs-546	159	9	background	background	NOUN
iajs-546	159	10	interference	interference	NOUN
iajs-546	159	11	.	.	PUNCT
iajs-546	160	1	the	the	DET
iajs-546	160	2	simple	simple	ADJ
iajs-546	160	3	voice	voice	NOUN
iajs-546	160	4	recognition	recognition	NOUN
iajs-546	160	5	system	system	NOUN
iajs-546	160	6	is	be	AUX
iajs-546	160	7	implemented	implement	VERB
iajs-546	160	8	by	by	ADP
iajs-546	160	9	using	use	VERB
iajs-546	160	10	matlab	matlab	PROPN
iajs-546	160	11	/	/	SYM
iajs-546	160	12	simulink	simulink	PROPN
iajs-546	160	13	.	.	PUNCT
iajs-546	161	1	voice	voice	NOUN
iajs-546	161	2	reference	reference	NOUN
iajs-546	161	3	template	template	NOUN
iajs-546	161	4	is	be	AUX
iajs-546	161	5	implemented	implement	VERB
iajs-546	161	6	and	and	CCONJ
iajs-546	161	7	can	can	AUX
iajs-546	161	8	be	be	AUX
iajs-546	161	9	contrasted	contrast	VERB
iajs-546	161	10	adjacent	adjacent	ADJ
iajs-546	161	11	to	to	ADP
iajs-546	161	12	subsequent	subsequent	ADJ
iajs-546	161	13	voice	voice	NOUN
iajs-546	161	14	recognitions	recognition	NOUN
iajs-546	161	15	.	.	PUNCT
iajs-546	162	1	reference	reference	NOUN
iajs-546	162	2	template	template	NOUN
iajs-546	162	3	is	be	AUX
iajs-546	162	4	built	build	VERB
iajs-546	162	5	by	by	ADP
iajs-546	162	6	let	let	VERB
iajs-546	162	7	a	a	DET
iajs-546	162	8	person	person	NOUN
iajs-546	162	9	speak	speak	VERB
iajs-546	162	10	his	his	PRON
iajs-546	162	11	name	name	NOUN
iajs-546	162	12	and	and	CCONJ
iajs-546	162	13	this	this	PRON
iajs-546	162	14	will	will	AUX
iajs-546	162	15	be	be	AUX
iajs-546	162	16	recorded	record	VERB
iajs-546	162	17	in	in	ADP
iajs-546	162	18	form	form	NOUN
iajs-546	162	19	of	of	ADP
iajs-546	162	20	.wav	.wav	PROPN
iajs-546	162	21	.	.	PUNCT
iajs-546	163	1	the	the	DET
iajs-546	163	2	voice	voice	NOUN
iajs-546	163	3	recognition	recognition	NOUN
iajs-546	163	4	system	system	NOUN
iajs-546	163	5	consists	consist	VERB
iajs-546	163	6	of	of	ADP
iajs-546	163	7	several	several	ADJ
iajs-546	163	8	steps	step	NOUN
iajs-546	163	9	,	,	PUNCT
iajs-546	163	10	which	which	PRON
iajs-546	163	11	are	be	AUX
iajs-546	163	12	:	:	PUNCT
iajs-546	163	13	energy	energy	NOUN
iajs-546	163	14	levels	level	NOUN
iajs-546	163	15	measurement	measurement	NOUN
iajs-546	163	16	of	of	ADP
iajs-546	163	17	the	the	DET
iajs-546	163	18	signal	signal	ADJ
iajs-546	163	19	small	small	ADJ
iajs-546	163	20	period	period	NOUN
iajs-546	163	21	,	,	PUNCT
iajs-546	163	22	removing	remove	VERB
iajs-546	163	23	noises	noise	NOUN
iajs-546	163	24	as	as	ADV
iajs-546	163	25	well	well	ADV
iajs-546	163	26	as	as	ADP
iajs-546	163	27	unrequited	unrequited	ADJ
iajs-546	163	28	signals	signal	NOUN
iajs-546	163	29	via	via	ADP
iajs-546	163	30	using	use	VERB
iajs-546	163	31	the	the	DET
iajs-546	163	32	digital	digital	ADJ
iajs-546	163	33	filter	filter	NOUN
iajs-546	163	34	design	design	NOUN
iajs-546	163	35	block	block	NOUN
iajs-546	163	36	that	that	PRON
iajs-546	163	37	acts	act	VERB
iajs-546	163	38	as	as	ADP
iajs-546	163	39	discrete	discrete	ADJ
iajs-546	163	40	fir	fir	NOUN
iajs-546	163	41	band	band	NOUN
iajs-546	163	42	-	-	PUNCT
iajs-546	163	43	pass	pass	NOUN
iajs-546	163	44	filter	filter	NOUN
iajs-546	163	45	and	and	CCONJ
iajs-546	163	46	generating	generate	VERB
iajs-546	163	47	the	the	DET
iajs-546	163	48	signal	signal	ADJ
iajs-546	163	49	frequency	frequency	NOUN
iajs-546	163	50	components	component	NOUN
iajs-546	163	51	.	.	PUNCT
iajs-546	164	1	after	after	ADP
iajs-546	164	2	that	that	PRON
iajs-546	164	3	,	,	PUNCT
iajs-546	164	4	the	the	DET
iajs-546	164	5	feature	feature	NOUN
iajs-546	164	6	extraction	extraction	NOUN
iajs-546	164	7	is	be	AUX
iajs-546	164	8	done	do	VERB
iajs-546	164	9	which	which	PRON
iajs-546	164	10	determining	determine	VERB
iajs-546	164	11	the	the	DET
iajs-546	164	12	pitch	pitch	NOUN
iajs-546	164	13	contour	contour	NOUN
iajs-546	164	14	,	,	PUNCT
iajs-546	164	15	format	format	NOUN
iajs-546	164	16	frequencies	frequency	NOUN
iajs-546	164	17	and	and	CCONJ
iajs-546	164	18	density	density	NOUN
iajs-546	164	19	of	of	ADP
iajs-546	164	20	average	average	ADJ
iajs-546	164	21	energy	energy	NOUN
iajs-546	164	22	spectral	spectral	ADJ
iajs-546	164	23	by	by	ADP
iajs-546	164	24	utilizing	utilize	VERB
iajs-546	164	25	both	both	DET
iajs-546	164	26	fft	fft	NOUN
iajs-546	164	27	and	and	CCONJ
iajs-546	164	28	autocorrelation	autocorrelation	NOUN
iajs-546	164	29	.	.	PUNCT
iajs-546	165	1	sizes	size	NOUN
iajs-546	165	2	of	of	ADP
iajs-546	165	3	both	both	DET
iajs-546	165	4	input	input	NOUN
iajs-546	165	5	patterns	pattern	NOUN
iajs-546	165	6	and	and	CCONJ
iajs-546	165	7	reference	reference	NOUN
iajs-546	165	8	are	be	AUX
iajs-546	165	9	calculated	calculate	VERB
iajs-546	165	10	in	in	ADP
iajs-546	165	11	order	order	NOUN
iajs-546	165	12	to	to	PART
iajs-546	165	13	perform	perform	VERB
iajs-546	165	14	the	the	DET
iajs-546	165	15	comparison	comparison	NOUN
iajs-546	165	16	.	.	PUNCT
iajs-546	166	1	final	final	ADJ
iajs-546	166	2	results	result	NOUN
iajs-546	166	3	are	be	AUX
iajs-546	166	4	verified	verify	VERB
iajs-546	166	5	by	by	ADP
iajs-546	166	6	measuring	measure	VERB
iajs-546	166	7	several	several	ADJ
iajs-546	166	8	parameters	parameter	NOUN
iajs-546	166	9	,	,	PUNCT
iajs-546	166	10	such	such	ADJ
iajs-546	166	11	as	as	ADP
iajs-546	166	12	standard	standard	ADJ
iajs-546	166	13	deviations	deviation	NOUN
iajs-546	166	14	.	.	PUNCT
iajs-546	167	1	the	the	DET
iajs-546	167	2	speech	speech	NOUN
iajs-546	167	3	voice	voice	NOUN
iajs-546	167	4	is	be	AUX
iajs-546	167	5	a	a	DET
iajs-546	167	6	waveform	waveform	NOUN
iajs-546	167	7	that	that	PRON
iajs-546	167	8	is	be	AUX
iajs-546	167	9	called	call	VERB
iajs-546	167	10	a	a	DET
iajs-546	167	11	voice	voice	NOUN
iajs-546	167	12	pattern	pattern	NOUN
iajs-546	167	13	.	.	PUNCT
iajs-546	168	1	figure	figure	NOUN
iajs-546	168	2	13	13	NUM
iajs-546	168	3	and	and	CCONJ
iajs-546	168	4	14	14	NUM
iajs-546	168	5	illustrates	illustrate	VERB
iajs-546	168	6	two	two	NUM
iajs-546	168	7	voice	voice	NOUN
iajs-546	168	8	patterns	pattern	NOUN
iajs-546	168	9	of	of	ADP
iajs-546	168	10	a	a	DET
iajs-546	168	11	person	person	NOUN
iajs-546	168	12	.	.	PUNCT
iajs-546	169	1	one	one	NUM
iajs-546	169	2	of	of	ADP
iajs-546	169	3	them	they	PRON
iajs-546	169	4	is	be	AUX
iajs-546	169	5	utilized	utilize	VERB
iajs-546	169	6	as	as	ADP
iajs-546	169	7	voice	voice	NOUN
iajs-546	169	8	reference	reference	NOUN
iajs-546	169	9	pattern	pattern	NOUN
iajs-546	169	10	.	.	PUNCT
iajs-546	170	1	the	the	DET
iajs-546	170	2	proposed	propose	VERB
iajs-546	170	3	voice	voice	NOUN
iajs-546	170	4	samples	sample	NOUN
iajs-546	170	5	were	be	AUX
iajs-546	170	6	recorded	record	VERB
iajs-546	170	7	in	in	ADP
iajs-546	170	8	several	several	ADJ
iajs-546	170	9	times	time	NOUN
iajs-546	170	10	.	.	PUNCT
iajs-546	171	1	the	the	DET
iajs-546	171	2	voice	voice	NOUN
iajs-546	171	3	recognition	recognition	NOUN
iajs-546	171	4	system	system	NOUN
iajs-546	171	5	will	will	AUX
iajs-546	171	6	calculate	calculate	VERB
iajs-546	171	7	the	the	DET
iajs-546	171	8	differences	difference	NOUN
iajs-546	171	9	between	between	ADP
iajs-546	171	10	them	they	PRON
iajs-546	171	11	.	.	PUNCT
iajs-546	172	1	reference	reference	NOUN
iajs-546	172	2	voice	voice	NOUN
iajs-546	172	3	as	as	ADV
iajs-546	172	4	well	well	ADV
iajs-546	172	5	as	as	ADP
iajs-546	172	6	voice	voice	NOUN
iajs-546	172	7	i	i	NOUN
iajs-546	172	8	d	d	PROPN
iajs-546	172	9	is	be	AUX
iajs-546	172	10	considered	consider	VERB
iajs-546	172	11	as	as	ADP
iajs-546	172	12	nonparametric	nonparametric	ADJ
iajs-546	172	13	approximations	approximation	NOUN
iajs-546	172	14	of	of	ADP
iajs-546	172	15	the	the	DET
iajs-546	172	16	voice	voice	NOUN
iajs-546	172	17	energy	energy	NOUN
iajs-546	172	18	bands	band	NOUN
iajs-546	172	19	.	.	PUNCT
iajs-546	173	1	the	the	DET
iajs-546	173	2	resultant	resultant	NOUN
iajs-546	173	3	reference	reference	NOUN
iajs-546	173	4	voice	voice	NOUN
iajs-546	173	5	value	value	NOUN
iajs-546	173	6	is	be	AUX
iajs-546	173	7	5.28	5.28	NUM
iajs-546	173	8	and	and	CCONJ
iajs-546	173	9	the	the	DET
iajs-546	173	10	resultant	resultant	NOUN
iajs-546	173	11	voice	voice	NOUN
iajs-546	173	12	i	i	PROPN
iajs-546	173	13	d	d	PROPN
iajs-546	173	14	value	value	NOUN
iajs-546	173	15	is	be	AUX
iajs-546	173	16	5.959	5.959	NUM
iajs-546	173	17	.	.	PUNCT
iajs-546	174	1	the	the	DET
iajs-546	174	2	difference	difference	NOUN
iajs-546	174	3	among	among	ADP
iajs-546	174	4	them	they	PRON
iajs-546	174	5	is	be	AUX
iajs-546	174	6	0.6792	0.6792	NUM
iajs-546	174	7	.	.	PUNCT
iajs-546	175	1	the	the	DET
iajs-546	175	2	obtained	obtain	VERB
iajs-546	175	3	standard	standard	ADJ
iajs-546	175	4	deviations	deviation	NOUN
iajs-546	175	5	that	that	PRON
iajs-546	175	6	contrasted	contrast	VERB
iajs-546	175	7	with	with	ADP
iajs-546	175	8	reference	reference	NOUN
iajs-546	175	9	voice	voice	NOUN
iajs-546	175	10	and	and	CCONJ
iajs-546	175	11	voice	voice	NOUN
iajs-546	175	12	i	i	PROPN
iajs-546	175	13	d	d	PROPN
iajs-546	175	14	are	be	AUX
iajs-546	175	15	12.79	12.79	NUM
iajs-546	175	16	%	%	NOUN
iajs-546	175	17	and	and	CCONJ
iajs-546	175	18	11.33	11.33	NUM
iajs-546	175	19	%	%	NOUN
iajs-546	175	20	,	,	PUNCT
iajs-546	175	21	respectively	respectively	ADV
iajs-546	175	22	.	.	PUNCT
iajs-546	176	1	these	these	DET
iajs-546	176	2	two	two	NUM
iajs-546	176	3	percentages	percentage	NOUN
iajs-546	176	4	are	be	AUX
iajs-546	176	5	less	less	ADJ
iajs-546	176	6	than	than	ADP
iajs-546	176	7	15	15	NUM
iajs-546	176	8	%	%	NOUN
iajs-546	176	9	;	;	PUNCT
iajs-546	176	10	these	these	DET
iajs-546	176	11	two	two	NUM
iajs-546	176	12	voices	voice	NOUN
iajs-546	176	13	are	be	AUX
iajs-546	176	14	for	for	ADP
iajs-546	176	15	the	the	DET
iajs-546	176	16	same	same	ADJ
iajs-546	176	17	person	person	NOUN
iajs-546	176	18	.	.	PUNCT
iajs-546	177	1	figures	figure	NOUN
iajs-546	177	2	15	15	NUM
iajs-546	177	3	,	,	PUNCT
iajs-546	177	4	16	16	NUM
iajs-546	177	5	and	and	CCONJ
iajs-546	177	6	17	17	NUM
iajs-546	177	7	show	show	NOUN
iajs-546	177	8	speech	speech	NOUN
iajs-546	177	9	signals	signal	NOUN
iajs-546	177	10	for	for	ADP
iajs-546	177	11	dissimilar	dissimilar	ADJ
iajs-546	177	12	males	male	NOUN
iajs-546	177	13	as	as	ADV
iajs-546	177	14	well	well	ADV
iajs-546	177	15	as	as	ADP
iajs-546	177	16	females	female	NOUN
iajs-546	177	17	.	.	PUNCT
iajs-546	178	1	the	the	DET
iajs-546	178	2	percentage	percentage	NOUN
iajs-546	178	3	of	of	ADP
iajs-546	178	4	both	both	DET
iajs-546	178	5	standard	standard	ADJ
iajs-546	178	6	deviations	deviation	NOUN
iajs-546	178	7	is	be	AUX
iajs-546	178	8	bigger	big	ADJ
iajs-546	178	9	than	than	ADP
iajs-546	178	10	15	15	NUM
iajs-546	178	11	%	%	NOUN
iajs-546	178	12	.	.	PUNCT
iajs-546	179	1	the	the	DET
iajs-546	179	2	average	average	ADJ
iajs-546	179	3	accuracy	accuracy	NOUN
iajs-546	179	4	of	of	ADP
iajs-546	179	5	the	the	DET
iajs-546	179	6	voice	voice	NOUN
iajs-546	179	7	recognition	recognition	NOUN
iajs-546	179	8	system	system	NOUN
iajs-546	179	9	is	be	AUX
iajs-546	179	10	98	98	NUM
iajs-546	179	11	%	%	NOUN
iajs-546	179	12	.	.	PUNCT
iajs-546	180	1	comparison	comparison	NOUN
iajs-546	180	2	between	between	ADP
iajs-546	180	3	the	the	DET
iajs-546	180	4	securities	security	NOUN
iajs-546	180	5	of	of	ADP
iajs-546	180	6	the	the	DET
iajs-546	180	7	two	two	NUM
iajs-546	180	8	techniques	technique	NOUN
iajs-546	180	9	in	in	ADP
iajs-546	180	10	this	this	DET
iajs-546	180	11	project	project	NOUN
iajs-546	180	12	,	,	PUNCT
iajs-546	180	13	two	two	NUM
iajs-546	180	14	biometric	biometric	ADJ
iajs-546	180	15	identification	identification	NOUN
iajs-546	180	16	methods	method	NOUN
iajs-546	180	17	are	be	AUX
iajs-546	180	18	explained	explain	VERB
iajs-546	180	19	,	,	PUNCT
iajs-546	180	20	which	which	PRON
iajs-546	180	21	are	be	AUX
iajs-546	180	22	:	:	PUNCT
iajs-546	180	23	iris	iris	NOUN
iajs-546	180	24	recognition	recognition	NOUN
iajs-546	180	25	technique	technique	NOUN
iajs-546	180	26	and	and	CCONJ
iajs-546	180	27	voice	voice	NOUN
iajs-546	180	28	recognition	recognition	NOUN
iajs-546	180	29	technique	technique	NOUN
iajs-546	180	30	.	.	PUNCT
iajs-546	181	1	the	the	DET
iajs-546	181	2	resultant	resultant	NOUN
iajs-546	181	3	average	average	ADJ
iajs-546	181	4	accuracies	accuracy	NOUN
iajs-546	181	5	of	of	ADP
iajs-546	181	6	the	the	DET
iajs-546	181	7	iris	iris	NOUN
iajs-546	181	8	technique	technique	NOUN
iajs-546	181	9	and	and	CCONJ
iajs-546	181	10	voice	voice	NOUN
iajs-546	181	11	technique	technique	NOUN
iajs-546	181	12	are	be	AUX
iajs-546	181	13	99.83	99.83	NUM
iajs-546	181	14	%	%	NOUN
iajs-546	181	15	and	and	CCONJ
iajs-546	181	16	98	98	NUM
iajs-546	181	17	%	%	NOUN
iajs-546	181	18	,	,	PUNCT
iajs-546	181	19	respectively	respectively	ADV
iajs-546	181	20	.	.	PUNCT
iajs-546	182	1	so	so	ADV
iajs-546	182	2	,	,	PUNCT
iajs-546	182	3	the	the	DET
iajs-546	182	4	iris	iris	NOUN
iajs-546	182	5	recognition	recognition	NOUN
iajs-546	182	6	technique	technique	NOUN
iajs-546	182	7	offers	offer	VERB
iajs-546	182	8	higher	high	ADJ
iajs-546	182	9	accuracy	accuracy	NOUN
iajs-546	182	10	than	than	ADP
iajs-546	182	11	the	the	DET
iajs-546	182	12	voice	voice	NOUN
iajs-546	182	13	recognition	recognition	NOUN
iajs-546	182	14	technique	technique	NOUN
iajs-546	182	15	.	.	PUNCT
iajs-546	183	1	in	in	ADP
iajs-546	183	2	other	other	ADJ
iajs-546	183	3	words	word	NOUN
iajs-546	183	4	,	,	PUNCT
iajs-546	183	5	iris	iris	NOUN
iajs-546	183	6	recognition	recognition	NOUN
iajs-546	183	7	technique	technique	NOUN
iajs-546	183	8	provides	provide	VERB
iajs-546	183	9	more	more	ADJ
iajs-546	183	10	security	security	NOUN
iajs-546	183	11	and	and	CCONJ
iajs-546	183	12	safety	safety	NOUN
iajs-546	183	13	for	for	ADP
iajs-546	183	14	the	the	DET
iajs-546	183	15	data	datum	NOUN
iajs-546	183	16	of	of	ADP
iajs-546	183	17	individuals	individual	NOUN
iajs-546	183	18	.	.	PUNCT
iajs-546	184	1	conclusion	conclusion	NOUN
iajs-546	184	2	biometric	biometric	ADJ
iajs-546	184	3	techniques	technique	NOUN
iajs-546	184	4	are	be	AUX
iajs-546	184	5	widely	widely	ADV
iajs-546	184	6	used	use	VERB
iajs-546	184	7	due	due	ADP
iajs-546	184	8	to	to	ADP
iajs-546	184	9	their	their	PRON
iajs-546	184	10	security	security	NOUN
iajs-546	184	11	as	as	ADV
iajs-546	184	12	well	well	ADV
iajs-546	184	13	as	as	ADP
iajs-546	184	14	high	high	ADJ
iajs-546	184	15	accuracy	accuracy	NOUN
iajs-546	184	16	.	.	PUNCT
iajs-546	185	1	these	these	DET
iajs-546	185	2	techniques	technique	NOUN
iajs-546	185	3	use	use	VERB
iajs-546	185	4	several	several	ADJ
iajs-546	185	5	physical	physical	ADJ
iajs-546	185	6	features	feature	NOUN
iajs-546	185	7	in	in	ADP
iajs-546	185	8	the	the	DET
iajs-546	185	9	recognition	recognition	NOUN
iajs-546	185	10	of	of	ADP
iajs-546	185	11	individuals	individual	NOUN
iajs-546	185	12	.	.	PUNCT
iajs-546	186	1	in	in	ADP
iajs-546	186	2	this	this	DET
iajs-546	186	3	paper	paper	NOUN
iajs-546	186	4	,	,	PUNCT
iajs-546	186	5	two	two	NUM
iajs-546	186	6	recognition	recognition	NOUN
iajs-546	186	7	methods	method	NOUN
iajs-546	186	8	with	with	ADP
iajs-546	186	9	their	their	PRON
iajs-546	186	10	main	main	ADJ
iajs-546	186	11	stages	stage	NOUN
iajs-546	186	12	are	be	AUX
iajs-546	186	13	explained	explain	VERB
iajs-546	186	14	extensively	extensively	ADV
iajs-546	186	15	,	,	PUNCT
iajs-546	186	16	which	which	PRON
iajs-546	186	17	are	be	AUX
iajs-546	186	18	the	the	DET
iajs-546	186	19	iris	iris	NOUN
iajs-546	186	20	351	351	NUM
iajs-546	187	1	|	|	NOUN
iajs-546	187	2	computers	computer	NOUN
iajs-546	187	3	science	science	PROPN
iajs-546	187	4	@1a@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	@1a@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	PROPN
iajs-546	187	5	�	�	PROPN
iajs-546	187	6	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	NUM
iajs-546	187	7	:	:	PUNCT
iajs-546	187	8	a@âig@ú‹	a@âig@ú‹	PROPN
iajs-546	187	9	©	©	PROPN
iajs-546	187	10	@ü‹26@@öü»€a@i1@‚b«@h2013	@ü‹26@@öü»€a@i1@‚b«@h2013	PROPN
iajs-546	187	11	ibn	ibn	PROPN
iajs-546	187	12	al	al	PROPN
iajs-546	187	13	-	-	PUNCT
iajs-546	187	14	haitham	haitham	PROPN
iajs-546	187	15	jour	jour	X
iajs-546	187	16	.	.	PROPN
iajs-546	188	1	for	for	ADP
iajs-546	188	2	pure	pure	ADJ
iajs-546	188	3	&	&	CCONJ
iajs-546	188	4	appl	appl	PROPN
iajs-546	188	5	.	.	PUNCT
iajs-546	189	1	sci	sci	PROPN
iajs-546	189	2	.	.	PUNCT
iajs-546	189	3	vol	vol	NOUN
iajs-546	189	4	.	.	PROPN
iajs-546	190	1	26	26	NUM
iajs-546	190	2	(	(	PUNCT
iajs-546	190	3	1	1	NUM
iajs-546	190	4	)	)	PUNCT
iajs-546	190	5	2013	2013	NUM
iajs-546	190	6	recognition	recognition	NOUN
iajs-546	190	7	technique	technique	NOUN
iajs-546	190	8	and	and	CCONJ
iajs-546	190	9	voice	voice	NOUN
iajs-546	190	10	recognition	recognition	NOUN
iajs-546	190	11	technique	technique	NOUN
iajs-546	190	12	.	.	PUNCT
iajs-546	191	1	these	these	DET
iajs-546	191	2	two	two	NUM
iajs-546	191	3	techniques	technique	NOUN
iajs-546	191	4	are	be	AUX
iajs-546	191	5	implemented	implement	VERB
iajs-546	191	6	and	and	CCONJ
iajs-546	191	7	simulated	simulate	VERB
iajs-546	191	8	by	by	ADP
iajs-546	191	9	using	use	VERB
iajs-546	191	10	matlab	matlab	PROPN
iajs-546	191	11	software	software	NOUN
iajs-546	191	12	program	program	NOUN
iajs-546	191	13	.	.	PUNCT
iajs-546	192	1	the	the	DET
iajs-546	192	2	resultant	resultant	NOUN
iajs-546	192	3	average	average	ADJ
iajs-546	192	4	accuracies	accuracy	NOUN
iajs-546	192	5	of	of	ADP
iajs-546	192	6	the	the	DET
iajs-546	192	7	iris	iris	NOUN
iajs-546	192	8	recognition	recognition	NOUN
iajs-546	192	9	technique	technique	NOUN
iajs-546	192	10	and	and	CCONJ
iajs-546	192	11	voice	voice	NOUN
iajs-546	192	12	recognition	recognition	NOUN
iajs-546	192	13	technique	technique	NOUN
iajs-546	192	14	are	be	AUX
iajs-546	192	15	99.83	99.83	NUM
iajs-546	192	16	%	%	NOUN
iajs-546	192	17	and	and	CCONJ
iajs-546	192	18	98	98	NUM
iajs-546	192	19	%	%	NOUN
iajs-546	192	20	,	,	PUNCT
iajs-546	192	21	respectively	respectively	ADV
iajs-546	192	22	.	.	PUNCT
iajs-546	193	1	iris	iris	NOUN
iajs-546	193	2	recognition	recognition	NOUN
iajs-546	193	3	technique	technique	NOUN
iajs-546	193	4	as	as	SCONJ
iajs-546	193	5	shown	show	VERB
iajs-546	193	6	offers	offer	VERB
iajs-546	193	7	higher	high	ADJ
iajs-546	193	8	accuracy	accuracy	NOUN
iajs-546	193	9	as	as	ADV
iajs-546	193	10	well	well	ADV
iajs-546	193	11	as	as	ADP
iajs-546	193	12	security	security	NOUN
iajs-546	193	13	of	of	ADP
iajs-546	193	14	person	person	NOUN
iajs-546	193	15	’s	’s	PART
iajs-546	193	16	data	datum	NOUN
iajs-546	193	17	than	than	ADP
iajs-546	193	18	the	the	DET
iajs-546	193	19	voice	voice	NOUN
iajs-546	193	20	recognition	recognition	NOUN
iajs-546	193	21	technique	technique	NOUN
iajs-546	193	22	.	.	PUNCT
iajs-546	194	1	references	reference	NOUN
iajs-546	194	2	1	1	NUM
iajs-546	194	3	.	.	PUNCT
iajs-546	194	4	chaskar	chaskar	PROPN
iajs-546	194	5	,	,	PUNCT
iajs-546	194	6	u.	u.	PROPN
iajs-546	194	7	m.	m.	NOUN
iajs-546	194	8	and	and	CCONJ
iajs-546	194	9	sutaone	sutaone	NOUN
iajs-546	194	10	,	,	PUNCT
iajs-546	194	11	m.	m.	NOUN
iajs-546	194	12	s.	s.	PROPN
iajs-546	194	13	(	(	PUNCT
iajs-546	194	14	2010	2010	NUM
iajs-546	194	15	)	)	PUNCT
iajs-546	194	16	a	a	DET
iajs-546	194	17	novel	novel	ADJ
iajs-546	194	18	approach	approach	NOUN
iajs-546	194	19	for	for	ADP
iajs-546	194	20	iris	iris	NOUN
iajs-546	194	21	recognition	recognition	NOUN
iajs-546	194	22	,	,	PUNCT
iajs-546	194	23	2nd	2nd	PROPN
iajs-546	194	24	international	international	ADJ
iajs-546	194	25	conference	conference	NOUN
iajs-546	194	26	on	on	ADP
iajs-546	194	27	computer	computer	NOUN
iajs-546	194	28	technology	technology	NOUN
iajs-546	194	29	and	and	CCONJ
iajs-546	194	30	development	development	NOUN
iajs-546	194	31	(	(	PUNCT
iajs-546	194	32	icctd	icctd	VERB
iajs-546	194	33	2010	2010	NUM
iajs-546	194	34	)	)	PUNCT
iajs-546	194	35	,	,	PUNCT
iajs-546	194	36	495500	495500	NUM
iajs-546	194	37	.	.	PUNCT
iajs-546	195	1	2	2	X
iajs-546	195	2	.	.	X
iajs-546	195	3	agus	agus	PROPN
iajs-546	195	4	harjoko	harjoko	PROPN
iajs-546	195	5	,	,	PUNCT
iajs-546	195	6	sri	sri	PROPN
iajs-546	195	7	hartati	hartati	PROPN
iajs-546	195	8	,	,	PUNCT
iajs-546	195	9	and	and	CCONJ
iajs-546	195	10	henry	henry	PROPN
iajs-546	195	11	dwiyasa	dwiyasa	PROPN
iajs-546	195	12	,	,	PUNCT
iajs-546	195	13	(	(	PUNCT
iajs-546	195	14	2009	2009	NUM
iajs-546	195	15	)	)	PUNCT
iajs-546	195	16	,	,	PUNCT
iajs-546	195	17	a	a	DET
iajs-546	195	18	method	method	NOUN
iajs-546	195	19	for	for	ADP
iajs-546	195	20	iris	iris	NOUN
iajs-546	195	21	recognition	recognition	NOUN
iajs-546	195	22	based	base	VERB
iajs-546	195	23	on	on	ADP
iajs-546	195	24	1d	1d	NUM
iajs-546	195	25	coiflet	coiflet	NOUN
iajs-546	195	26	wavelet	wavelet	NOUN
iajs-546	195	27	,	,	PUNCT
iajs-546	195	28	world	world	PROPN
iajs-546	195	29	academy	academy	PROPN
iajs-546	195	30	of	of	ADP
iajs-546	195	31	science	science	PROPN
iajs-546	195	32	,	,	PUNCT
iajs-546	195	33	engineering	engineering	NOUN
iajs-546	195	34	and	and	CCONJ
iajs-546	195	35	technology	technology	NOUN
iajs-546	195	36	56:123	56:123	NOUN
iajs-546	195	37	-	-	SYM
iajs-546	195	38	129	129	NUM
iajs-546	195	39	.	.	PUNCT
iajs-546	196	1	3	3	X
iajs-546	196	2	.	.	X
iajs-546	196	3	chen	chen	PROPN
iajs-546	196	4	,	,	PUNCT
iajs-546	196	5	y.	y.	PROPN
iajs-546	196	6	;	;	PUNCT
iajs-546	196	7	dass	dass	PROPN
iajs-546	196	8	,	,	PUNCT
iajs-546	196	9	s.	s.	PROPN
iajs-546	196	10	c.	c.	PROPN
iajs-546	196	11	and	and	CCONJ
iajs-546	196	12	jain	jain	PROPN
iajs-546	196	13	,	,	PUNCT
iajs-546	196	14	a.	a.	PROPN
iajs-546	196	15	k.	k.	PROPN
iajs-546	196	16	,	,	PUNCT
iajs-546	196	17	(	(	PUNCT
iajs-546	196	18	2006),localized	2006),localize	VERB
iajs-546	196	19	iris	iris	NOUN
iajs-546	196	20	image	image	NOUN
iajs-546	196	21	quality	quality	NOUN
iajs-546	196	22	using	use	VERB
iajs-546	196	23	2	2	NUM
iajs-546	196	24	-	-	PUNCT
iajs-546	196	25	d	d	NOUN
iajs-546	196	26	wavelets	wavelet	NOUN
iajs-546	196	27	,	,	PUNCT
iajs-546	196	28	springer	springer	NOUN
iajs-546	196	29	lecture	lecture	NOUN
iajs-546	196	30	notes	note	NOUN
iajs-546	196	31	in	in	ADP
iajs-546	196	32	computer	computer	NOUN
iajs-546	196	33	science	science	NOUN
iajs-546	196	34	3832	3832	NUM
iajs-546	196	35	:	:	PUNCT
iajs-546	196	36	international	international	ADJ
iajs-546	196	37	conference	conference	NOUN
iajs-546	196	38	on	on	ADP
iajs-546	196	39	biometrics	biometric	NOUN
iajs-546	196	40	,	,	PUNCT
iajs-546	196	41	373	373	NUM
iajs-546	196	42	-	-	SYM
iajs-546	196	43	381	381	NUM
iajs-546	196	44	.	.	NOUN
iajs-546	197	1	4	4	NUM
iajs-546	197	2	.	.	X
iajs-546	198	1	daugman	daugman	PROPN
iajs-546	198	2	,	,	PUNCT
iajs-546	198	3	j.	j.	PROPN
iajs-546	198	4	how	how	SCONJ
iajs-546	198	5	iris	iris	NOUN
iajs-546	198	6	recognition	recognition	NOUN
iajs-546	198	7	works	work	VERB
iajs-546	198	8	”	"	PUNCT
iajs-546	198	9	.	.	PUNCT
iajs-546	199	1	5	5	X
iajs-546	199	2	.	.	X
iajs-546	199	3	gonzalez	gonzalez	PROPN
iajs-546	199	4	,	,	PUNCT
iajs-546	199	5	r.c	r.c	PROPN
iajs-546	199	6	.	.	PROPN
iajs-546	199	7	,	,	PUNCT
iajs-546	199	8	woods	woods	PROPN
iajs-546	199	9	,	,	PUNCT
iajs-546	199	10	r.e	r.e	PROPN
iajs-546	199	11	,	,	PUNCT
iajs-546	199	12	(	(	PUNCT
iajs-546	199	13	2002	2002	NUM
iajs-546	199	14	)	)	PUNCT
iajs-546	199	15	,	,	PUNCT
iajs-546	199	16	digital	digital	ADJ
iajs-546	199	17	image	image	NOUN
iajs-546	199	18	processing	processing	NOUN
iajs-546	199	19	,	,	PUNCT
iajs-546	199	20	2rd	2rd	PROPN
iajs-546	199	21	ed	ed	NOUN
iajs-546	199	22	.	.	PROPN
iajs-546	199	23	,	,	PUNCT
iajs-546	199	24	prentice	prentice	PROPN
iajs-546	199	25	hall	hall	PROPN
iajs-546	199	26	.	.	PUNCT
iajs-546	200	1	6	6	X
iajs-546	200	2	.	.	X
iajs-546	200	3	lim	lim	PROPN
iajs-546	200	4	,	,	PUNCT
iajs-546	200	5	s.	s.	PROPN
iajs-546	200	6	;	;	PUNCT
iajs-546	200	7	lee	lee	PROPN
iajs-546	200	8	,	,	PUNCT
iajs-546	200	9	k.	k.	PROPN
iajs-546	200	10	;	;	PUNCT
iajs-546	200	11	byeon	byeon	NOUN
iajs-546	200	12	,	,	PUNCT
iajs-546	200	13	o.and	o.and	ADJ
iajs-546	200	14	kim	kim	PROPN
iajs-546	200	15	,	,	PUNCT
iajs-546	200	16	t	t	PROPN
iajs-546	200	17	,	,	PUNCT
iajs-546	200	18	(	(	PUNCT
iajs-546	200	19	2001),efficient	2001),efficient	NUM
iajs-546	200	20	iris	iris	NOUN
iajs-546	200	21	recognition	recognition	NOUN
iajs-546	200	22	through	through	ADP
iajs-546	200	23	improvement	improvement	NOUN
iajs-546	200	24	of	of	ADP
iajs-546	200	25	feature	feature	NOUN
iajs-546	200	26	vector	vector	NOUN
iajs-546	200	27	and	and	CCONJ
iajs-546	200	28	classifier	classifier	NOUN
iajs-546	200	29	”	"	PUNCT
iajs-546	200	30	,	,	PUNCT
iajs-546	200	31	etri	etri	ADJ
iajs-546	200	32	journal	journal	NOUN
iajs-546	200	33	,	,	PUNCT
iajs-546	200	34	23	23	NUM
iajs-546	200	35	(	(	PUNCT
iajs-546	200	36	2	2	NUM
iajs-546	200	37	):	):	PUNCT
iajs-546	200	38	61	61	NUM
iajs-546	200	39	-	-	SYM
iajs-546	200	40	70	70	NUM
iajs-546	200	41	.	.	PUNCT
iajs-546	201	1	7	7	X
iajs-546	201	2	.	.	PUNCT
iajs-546	201	3	mohamed	mohamed	PROPN
iajs-546	201	4	chenafa	chenafa	PROPN
iajs-546	201	5	,	,	PUNCT
iajs-546	201	6	dan	dan	PROPN
iajs-546	201	7	istrate	istrate	PROPN
iajs-546	201	8	,	,	PUNCT
iajs-546	201	9	valeriu	valeriu	NOUN
iajs-546	201	10	vrabie	vrabie	NOUN
iajs-546	201	11	,	,	PUNCT
iajs-546	201	12	and	and	CCONJ
iajs-546	201	13	michel	michel	PROPN
iajs-546	201	14	herban	herban	PROPN
iajs-546	201	15	,	,	PUNCT
iajs-546	201	16	‘	'	PUNCT
iajs-546	201	17	’	'	PUNCT
iajs-546	201	18	biometric	biometric	ADJ
iajs-546	201	19	system	system	NOUN
iajs-546	201	20	based	base	VERB
iajs-546	201	21	on	on	ADP
iajs-546	201	22	voice	voice	NOUN
iajs-546	201	23	recognition	recognition	NOUN
iajs-546	201	24	using	use	VERB
iajs-546	201	25	multi	multi	NOUN
iajs-546	201	26	-	-	NOUN
iajs-546	201	27	classifiers	classifier	NOUN
iajs-546	201	28	’’	’'	PUNCT
iajs-546	201	29	8	8	NUM
iajs-546	201	30	.	.	PUNCT
iajs-546	202	1	kinnunen	kinnunen	PROPN
iajs-546	202	2	,	,	PUNCT
iajs-546	202	3	t.	t.	PROPN
iajs-546	202	4	;	;	PUNCT
iajs-546	202	5	hautamki	hautamki	NOUN
iajs-546	202	6	,	,	PUNCT
iajs-546	202	7	v.	v.	NOUN
iajs-546	202	8	and	and	CCONJ
iajs-546	202	9	franti	franti	PROPN
iajs-546	202	10	,	,	PUNCT
iajs-546	202	11	p.	p.	PROPN
iajs-546	202	12	(	(	PUNCT
iajs-546	202	13	2004	2004	NUM
iajs-546	202	14	)	)	PUNCT
iajs-546	202	15	,	,	PUNCT
iajs-546	202	16	fusion	fusion	NOUN
iajs-546	202	17	of	of	ADP
iajs-546	202	18	spectral	spectral	ADJ
iajs-546	202	19	feature	feature	NOUN
iajs-546	202	20	sets	set	NOUN
iajs-546	202	21	for	for	ADP
iajs-546	202	22	ac	ac	PROPN
iajs-546	202	23	curate	curate	NOUN
iajs-546	202	24	speaker	speaker	NOUN
iajs-546	202	25	identi_cation	identi_cation	PROPN
iajs-546	202	26	.	.	PUNCT
iajs-546	203	1	in	in	ADP
iajs-546	203	2	9th	9th	ADJ
iajs-546	203	3	international	international	ADJ
iajs-546	203	4	conference	conference	NOUN
iajs-546	203	5	speech	speech	NOUN
iajs-546	203	6	and	and	CCONJ
iajs-546	203	7	computer	computer	NOUN
iajs-546	203	8	(	(	PUNCT
iajs-546	203	9	specom	specom	PROPN
iajs-546	203	10	)	)	PUNCT
iajs-546	203	11	,	,	PUNCT
iajs-546	203	12	361	361	NUM
iajs-546	203	13	-	-	SYM
iajs-546	203	14	365	365	NUM
iajs-546	203	15	.	.	PUNCT
iajs-546	203	16	9	9	NUM
iajs-546	203	17	.	.	X
iajs-546	203	18	jackson	jackson	PROPN
iajs-546	203	19	zhang	zhang	PROPN
iajs-546	203	20	,	,	PUNCT
iajs-546	203	21	and	and	CCONJ
iajs-546	203	22	bruce	bruce	PROPN
iajs-546	203	23	wang	wang	PROPN
iajs-546	203	24	,	,	PUNCT
iajs-546	203	25	(	(	PUNCT
iajs-546	203	26	2010	2010	NUM
iajs-546	203	27	)	)	PUNCT
iajs-546	203	28	,	,	PUNCT
iajs-546	203	29	a	a	DET
iajs-546	203	30	novel	novel	ADJ
iajs-546	203	31	voice	voice	NOUN
iajs-546	203	32	recognition	recognition	NOUN
iajs-546	203	33	model	model	NOUN
iajs-546	203	34	based	base	VERB
iajs-546	203	35	on	on	ADP
iajs-546	203	36	hmm	hmm	INTJ
iajs-546	203	37	and	and	CCONJ
iajs-546	203	38	fuzzy	fuzzy	ADJ
iajs-546	203	39	ppm	ppm	NOUN
iajs-546	203	40	,	,	PUNCT
iajs-546	203	41	637	637	NUM
iajs-546	203	42	-	-	SYM
iajs-546	203	43	640	640	NUM
iajs-546	203	44	.	.	PUNCT
iajs-546	203	45	10	10	NUM
iajs-546	203	46	.	.	PUNCT
iajs-546	203	47	césar	césar	PROPN
iajs-546	203	48	souza	souza	PROPN
iajs-546	203	49	,	,	PUNCT
iajs-546	203	50	(	(	PUNCT
iajs-546	203	51	2010	2010	NUM
iajs-546	203	52	)	)	PUNCT
iajs-546	203	53	,	,	PUNCT
iajs-546	203	54	gaussian	gaussian	ADJ
iajs-546	203	55	mixture	mixture	NOUN
iajs-546	203	56	models	model	NOUN
iajs-546	203	57	and	and	CCONJ
iajs-546	203	58	expectation	expectation	NOUN
iajs-546	203	59	-	-	PUNCT
iajs-546	203	60	maximization	maximization	NOUN
iajs-546	203	61	’’	’'	PUNCT
iajs-546	203	62	.	.	PUNCT
iajs-546	204	1	11	11	NUM
iajs-546	204	2	.	.	PUNCT
iajs-546	205	1	bertrand	bertrand	PROPN
iajs-546	205	2	scherrer	scherrer	PROPN
iajs-546	205	3	,	,	PUNCT
iajs-546	205	4	(	(	PUNCT
iajs-546	205	5	2007	2007	NUM
iajs-546	205	6	)	)	PUNCT
iajs-546	205	7	,	,	PUNCT
iajs-546	205	8	gaussian	gaussian	ADJ
iajs-546	205	9	mixture	mixture	NOUN
iajs-546	205	10	model	model	NOUN
iajs-546	205	11	classifiers	classifier	NOUN
iajs-546	205	12	,	,	PUNCT
iajs-546	205	13	1	1	NUM
iajs-546	205	14	-	-	SYM
iajs-546	205	15	4	4	NUM
iajs-546	205	16	.	.	PUNCT
iajs-546	205	17	12	12	NUM
iajs-546	205	18	.	.	PUNCT
iajs-546	206	1	doddington	doddington	PROPN
iajs-546	206	2	,	,	PUNCT
iajs-546	206	3	g.	g.	PROPN
iajs-546	206	4	(	(	PUNCT
iajs-546	206	5	1985),speaker	1985),speaker	NUM
iajs-546	206	6	recognition	recognition	NOUN
iajs-546	206	7	identifying	identify	VERB
iajs-546	206	8	people	people	NOUN
iajs-546	206	9	by	by	ADP
iajs-546	206	10	their	their	PRON
iajs-546	206	11	voices	voice	NOUN
iajs-546	206	12	”	"	PUNCT
iajs-546	206	13	,	,	PUNCT
iajs-546	206	14	in	in	ADP
iajs-546	206	15	proc	proc	NOUN
iajs-546	206	16	.	.	PUNCT
iajs-546	207	1	of	of	ADP
iajs-546	207	2	the	the	DET
iajs-546	207	3	ieee	ieee	NOUN
iajs-546	207	4	,	,	PUNCT
iajs-546	207	5	73	73	NUM
iajs-546	207	6	,	,	PUNCT
iajs-546	207	7	1651	1651	NUM
iajs-546	207	8	-	-	SYM
iajs-546	207	9	1664	1664	NUM
iajs-546	207	10	.	.	PUNCT
iajs-546	208	1	13	13	NUM
iajs-546	208	2	.	.	PUNCT
iajs-546	209	1	robert	robert	PROPN
iajs-546	209	2	,	,	PUNCT
iajs-546	209	3	c.	c.	PROPN
iajs-546	209	4	schultz	schultz	PROPN
iajs-546	209	5	,	,	PUNCT
iajs-546	209	6	robert	robert	PROPN
iajs-546	209	7	w.	w.	PROPN
iajs-546	209	8	ives	ives	PROPN
iajs-546	209	9	,	,	PUNCT
iajs-546	209	10	(	(	PUNCT
iajs-546	209	11	2005	2005	NUM
iajs-546	209	12	)	)	PUNCT
iajs-546	209	13	,	,	PUNCT
iajs-546	209	14	biometric	biometric	ADJ
iajs-546	209	15	data	datum	NOUN
iajs-546	209	16	acquisition	acquisition	NOUN
iajs-546	209	17	using	use	VERB
iajs-546	209	18	matlab	matlab	PROPN
iajs-546	209	19	guis	guis	PROPN
iajs-546	209	20	’’	’'	PUNCT
iajs-546	209	21	,	,	PUNCT
iajs-546	209	22	35th	35th	ADJ
iajs-546	209	23	asee	asee	NOUN
iajs-546	209	24	/	/	SYM
iajs-546	209	25	ieee	ieee	NOUN
iajs-546	209	26	frontiers	frontier	NOUN
iajs-546	209	27	in	in	ADP
iajs-546	209	28	education	education	NOUN
iajs-546	209	29	conference	conference	NOUN
iajs-546	209	30	,	,	PUNCT
iajs-546	209	31	indianapolis	indianapolis	PROPN
iajs-546	209	32	,	,	PUNCT
iajs-546	209	33	in	in	ADP
iajs-546	209	34	,	,	PUNCT
iajs-546	209	35	october	october	PROPN
iajs-546	209	36	19	19	NUM
iajs-546	209	37	–	–	PUNCT
iajs-546	209	38	22	22	NUM
iajs-546	209	39	.	.	PUNCT
iajs-546	210	1	14	14	NUM
iajs-546	210	2	.	.	PUNCT
iajs-546	211	1	masek	masek	PROPN
iajs-546	211	2	,	,	PUNCT
iajs-546	211	3	l.	l.	PROPN
iajs-546	211	4	(	(	PUNCT
iajs-546	211	5	2003),recognition	2003),recognition	NUM
iajs-546	211	6	of	of	ADP
iajs-546	211	7	human	human	ADJ
iajs-546	211	8	iris	iris	NOUN
iajs-546	211	9	patterns	pattern	NOUN
iajs-546	211	10	for	for	ADP
iajs-546	211	11	biometric	biometric	ADJ
iajs-546	211	12	identification	identification	NOUN
iajs-546	211	13	”	"	PUNCT
iajs-546	211	14	,	,	PUNCT
iajs-546	211	15	bachelor	bachelor	NOUN
iajs-546	211	16	’s	’s	PART
iajs-546	211	17	thesis	thesis	NOUN
iajs-546	211	18	,	,	PUNCT
iajs-546	211	19	university	university	NOUN
iajs-546	211	20	of	of	ADP
iajs-546	211	21	western	western	PROPN
iajs-546	211	22	australia	australia	PROPN
iajs-546	211	23	.	.	PUNCT
iajs-546	212	1	15	15	NUM
iajs-546	212	2	.	.	PUNCT
iajs-546	213	1	masek	masek	PROPN
iajs-546	213	2	,	,	PUNCT
iajs-546	213	3	l.	l.	PROPN
iajs-546	213	4	and	and	CCONJ
iajs-546	213	5	kovesi	kovesi	PROPN
iajs-546	213	6	,	,	PUNCT
iajs-546	213	7	p.	p.	PROPN
iajs-546	213	8	(	(	PUNCT
iajs-546	213	9	2003	2003	NUM
iajs-546	213	10	)	)	PUNCT
iajs-546	213	11	,	,	PUNCT
iajs-546	213	12	matlab	matlab	PROPN
iajs-546	213	13	source	source	NOUN
iajs-546	213	14	code	code	NOUN
iajs-546	213	15	for	for	ADP
iajs-546	213	16	a	a	DET
iajs-546	213	17	biometric	biometric	ADJ
iajs-546	213	18	identification	identification	NOUN
iajs-546	213	19	system	system	NOUN
iajs-546	213	20	based	base	VERB
iajs-546	213	21	on	on	ADP
iajs-546	213	22	iris	iris	NOUN
iajs-546	213	23	patterns	pattern	NOUN
iajs-546	213	24	,	,	PUNCT
iajs-546	213	25	the	the	DET
iajs-546	213	26	university	university	NOUN
iajs-546	213	27	of	of	ADP
iajs-546	213	28	western	western	PROPN
iajs-546	213	29	australia	australia	PROPN
iajs-546	213	30	.	.	PUNCT
iajs-546	214	1	16	16	NUM
iajs-546	214	2	.	.	PUNCT
iajs-546	215	1	kaleb	kaleb	PROPN
iajs-546	215	2	waite	waite	PROPN
iajs-546	215	3	and	and	CCONJ
iajs-546	215	4	amanda	amanda	PROPN
iajs-546	215	5	eure	eure	PROPN
iajs-546	215	6	,	,	PUNCT
iajs-546	215	7	(	(	PUNCT
iajs-546	215	8	2009	2009	NUM
iajs-546	215	9	)	)	PUNCT
iajs-546	215	10	,	,	PUNCT
iajs-546	215	11	iris	iris	NOUN
iajs-546	215	12	recognition	recognition	NOUN
iajs-546	215	13	optimized	optimize	VERB
iajs-546	215	14	for	for	ADP
iajs-546	215	15	information	information	NOUN
iajs-546	215	16	assurance	assurance	NOUN
iajs-546	215	17	,	,	PUNCT
iajs-546	215	18	proceedings	proceeding	NOUN
iajs-546	215	19	of	of	ADP
iajs-546	215	20	the	the	DET
iajs-546	215	21	national	national	ADJ
iajs-546	215	22	conference	conference	NOUN
iajs-546	215	23	on	on	ADP
iajs-546	215	24	undergraduate	undergraduate	ADJ
iajs-546	215	25	research	research	NOUN
iajs-546	215	26	(	(	PUNCT
iajs-546	215	27	ncur	ncur	PROPN
iajs-546	215	28	)	)	PUNCT
iajs-546	215	29	(	(	PUNCT
iajs-546	215	30	2009	2009	NUM
iajs-546	215	31	)	)	PUNCT
iajs-546	215	32	,	,	PUNCT
iajs-546	215	33	university	university	NOUN
iajs-546	215	34	of	of	ADP
iajs-546	215	35	wisconsin	wisconsin	PROPN
iajs-546	215	36	la	la	PROPN
iajs-546	215	37	-	-	PUNCT
iajs-546	215	38	crosse	crosse	ADJ
iajs-546	215	39	,	,	PUNCT
iajs-546	215	40	la	la	ADJ
iajs-546	215	41	-	-	PUNCT
iajs-546	215	42	crosse	crosse	PROPN
iajs-546	215	43	,	,	PUNCT
iajs-546	215	44	wisconsin	wisconsin	NOUN
iajs-546	215	45	table	table	NOUN
iajs-546	215	46	(	(	PUNCT
iajs-546	215	47	i	i	NOUN
iajs-546	215	48	):	):	PUNCT
iajs-546	215	49	results	result	NOUN
iajs-546	215	50	of	of	ADP
iajs-546	215	51	iris	iris	NOUN
iajs-546	215	52	coding	code	VERB
iajs-546	215	53	test	test	NOUN
iajs-546	216	1	[	[	X
iajs-546	216	2	2	2	X
iajs-546	216	3	]	]	PUNCT
iajs-546	216	4	database	database	NOUN
iajs-546	216	5	number	number	NOUN
iajs-546	216	6	of	of	ADP
iajs-546	216	7	data	datum	NOUN
iajs-546	216	8	number	number	NOUN
iajs-546	216	9	of	of	ADP
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iajs-546	216	11	time	time	NOUN
iajs-546	216	12	(	(	PUNCT
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iajs-546	216	14	)	)	PUNCT
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iajs-546	216	16	(	(	PUNCT
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iajs-546	216	18	)	)	PUNCT
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iajs-546	216	21	756	756	NUM
iajs-546	216	22	0	0	NUM
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iajs-546	217	4	1.0	1.0	NUM
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iajs-546	217	6	2	2	NUM
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iajs-546	217	9	352	352	NUM
iajs-546	217	10	|	|	NOUN
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iajs-546	217	12	science	science	NOUN
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iajs-546	217	15	�	�	PROPN
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iajs-546	217	18	a@âig@ú‹	a@âig@ú‹	PROPN
iajs-546	217	19	©	©	PROPN
iajs-546	217	20	@ü‹26@@öü»€a@i1@‚b«@h2013	@ü‹26@@öü»€a@i1@‚b«@h2013	PROPN
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iajs-546	218	2	pure	pure	ADJ
iajs-546	218	3	&	&	CCONJ
iajs-546	218	4	appl	appl	PROPN
iajs-546	218	5	.	.	PUNCT
iajs-546	219	1	sci	sci	PROPN
iajs-546	219	2	.	.	PUNCT
iajs-546	219	3	vol	vol	NOUN
iajs-546	219	4	.	.	PROPN
iajs-546	220	1	26	26	NUM
iajs-546	220	2	(	(	PUNCT
iajs-546	220	3	1	1	NUM
iajs-546	220	4	)	)	PUNCT
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iajs-546	220	7	(	(	PUNCT
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iajs-546	220	10	iris	iris	NOUN
iajs-546	220	11	identification	identification	NOUN
iajs-546	220	12	result	result	VERB
iajs-546	220	13	[	[	X
iajs-546	220	14	2	2	NUM
iajs-546	220	15	]	]	PUNCT
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iajs-546	221	3	):	):	PUNCT
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iajs-546	221	6	stages	stage	VERB
iajs-546	221	7	[	[	X
iajs-546	221	8	2	2	NUM
iajs-546	221	9	]	]	PUNCT
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iajs-546	221	14	number	number	NOUN
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iajs-546	221	29	1	1	NUM
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iajs-546	221	32	45	45	NUM
iajs-546	221	33	35	35	NUM
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iajs-546	221	35	1	1	NUM
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iajs-546	221	37	89	89	NUM
iajs-546	221	38	45	45	NUM
iajs-546	221	39	39	39	NUM
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iajs-546	221	41	eye	eye	NOUN
iajs-546	221	42	image	image	NOUN
iajs-546	221	43	matching	matching	NOUN
iajs-546	221	44	result	result	NOUN
iajs-546	221	45	matching	match	VERB
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iajs-546	221	48	segmentation	segmentation	NOUN
iajs-546	221	49	pupil	pupil	NOUN
iajs-546	221	50	localization	localization	NOUN
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iajs-546	221	52	0	0	NUM
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iajs-546	221	57	6	6	NUM
iajs-546	221	58	0	0	NUM
iajs-546	221	59	8	8	NUM
iajs-546	221	60	1	1	NUM
iajs-546	221	61	0	0	NUM
iajs-546	221	62	0	0	NUM
iajs-546	221	63	2	2	NUM
iajs-546	221	64	0	0	NUM
iajs-546	221	65	4	4	NUM
iajs-546	221	66	0	0	NUM
iajs-546	221	67	6	6	NUM
iajs-546	221	68	0	0	NUM
iajs-546	221	69	8	8	NUM
iajs-546	221	70	1	1	NUM
iajs-546	221	71	0	0	NUM
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iajs-546	221	74	.	.	PUNCT
iajs-546	222	1	(	(	PUNCT
iajs-546	222	2	5	5	NUM
iajs-546	222	3	):	):	PUNCT
iajs-546	222	4	the	the	DET
iajs-546	222	5	haar	haar	NOUN
iajs-546	222	6	wavelet	wavelet	NOUN
iajs-546	222	7	[	[	X
iajs-546	222	8	3	3	NUM
iajs-546	222	9	]	]	X
iajs-546	222	10	fig	fig	NOUN
iajs-546	222	11	.	.	PUNCT
iajs-546	223	1	(	(	PUNCT
iajs-546	223	2	4	4	NUM
iajs-546	223	3	):	):	PUNCT
iajs-546	223	4	localized	localized	ADJ
iajs-546	223	5	iris	iris	NOUN
iajs-546	223	6	[	[	X
iajs-546	223	7	3	3	NUM
iajs-546	223	8	]	]	X
iajs-546	223	9	fig	fig	NOUN
iajs-546	223	10	.	.	PUNCT
iajs-546	224	1	(	(	PUNCT
iajs-546	224	2	4	4	NUM
iajs-546	224	3	):	):	PUNCT
iajs-546	224	4	original	original	ADJ
iajs-546	224	5	image	image	NOUN
iajs-546	224	6	[	[	X
iajs-546	224	7	3	3	NUM
iajs-546	224	8	]	]	X
iajs-546	224	9	r	r	NOUN
iajs-546	224	10	𝜃𝜃	𝜃𝜃	PROPN
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iajs-546	224	12	.	.	PUNCT
iajs-546	225	1	(	(	PUNCT
iajs-546	225	2	4	4	NUM
iajs-546	225	3	):	):	PUNCT
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iajs-546	225	6	image	image	NOUN
iajs-546	226	1	[	[	X
iajs-546	226	2	3	3	NUM
iajs-546	226	3	]	]	SYM
iajs-546	226	4	353	353	NUM
iajs-546	226	5	|	|	NOUN
iajs-546	226	6	computers	computer	VERB
iajs-546	226	7	science	science	PROPN
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iajs-546	226	9	�	�	PROPN
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iajs-546	226	11	:	:	PUNCT
iajs-546	226	12	a@âig@ú‹	a@âig@ú‹	PROPN
iajs-546	226	13	©	©	PROPN
iajs-546	226	14	@ü‹26@@öü»€a@i1@‚b«@h2013	@ü‹26@@öü»€a@i1@‚b«@h2013	PROPN
iajs-546	226	15	ibn	ibn	PROPN
iajs-546	226	16	al	al	PROPN
iajs-546	226	17	-	-	PUNCT
iajs-546	226	18	haitham	haitham	PROPN
iajs-546	226	19	jour	jour	X
iajs-546	226	20	.	.	PROPN
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iajs-546	227	3	&	&	CCONJ
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iajs-546	236	4	appl	appl	PROPN
iajs-546	236	5	.	.	PUNCT
iajs-546	237	1	sci	sci	PROPN
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iajs-546	237	4	.	.	PROPN
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iajs-546	238	7	.	.	PUNCT
iajs-546	239	1	(	(	PUNCT
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iajs-546	240	12	.	.	PUNCT
iajs-546	241	1	(	(	PUNCT
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iajs-546	242	12	.	.	PUNCT
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iajs-546	259	10	خصائص	خصائص	PROPN
iajs-546	259	11	الصوت	الصوت	PROPN
iajs-546	259	12	اعتمادا	اعتمادا	PROPN
iajs-546	259	13	على	على	PROPN
iajs-546	259	14	الصوت	الصوت	PROPN
iajs-546	259	15	تمیز	تمیز	PROPN
iajs-546	259	16	األفراد	األفراد	PROPN
iajs-546	259	17	ییز	ییز	NOUN
iajs-546	259	18	الصوت.ومن	الصوت.ومن	X
iajs-546	259	19	ثم	ثم	ADP
iajs-546	259	20	،	،	X
iajs-546	259	21	تقنیة	تقنیة	PROPN
iajs-546	259	22	تمییز	تمییز	PROPN
iajs-546	259	23	القزحیة	القزحیة	PROPN
iajs-546	259	24	توفر	توفر	PROPN
iajs-546	259	25	دقة	دقة	NOUN
iajs-546	259	26	لتقنیة	لتقنیة	NOUN
iajs-546	259	27	تم	تم	NOUN
iajs-546	260	1	%	%	INTJ
iajs-546	260	2	98لتقنیة	98لتقنیة	NUM
iajs-546	261	1	تممیز	تممیز	NOUN
iajs-546	261	2	القزحیة	القزحیة	PROPN
iajs-546	261	3	،	،	PROPN
iajs-546	262	1	و	و	PRON
iajs-546	262	2	%	%	NOUN
iajs-546	262	3	99.83دقة	99.83دقة	PROPN
iajs-546	262	4	ھذه	ھذه	NOUN
iajs-546	262	5	التقنیتین	التقنیتین	VERB
iajs-546	262	6	ھي	ھي	PUNCT
iajs-546	262	7	وامنیة	وامنیة	PROPN
iajs-546	262	8	اكثر	اكثر	PROPN
iajs-546	262	9	من	من	PROPN
iajs-546	262	10	تقنیة	تقنیة	PROPN
iajs-546	262	11	تمییز	تمییز	PROPN
iajs-546	263	1	الصوت	الصوت	PROPN
iajs-546	263	2	.	.	PUNCT
iajs-546	264	1	التكنولوجیا	التكنولوجیا	PROPN
iajs-546	264	2	الحیویة	الحیویة	PROPN
iajs-546	264	3	،	،	PROPN
iajs-546	264	4	التعرف	التعرف	PROPN
iajs-546	264	5	على	على	PROPN
iajs-546	264	6	القزحیة	القزحیة	PROPN
iajs-546	264	7	،	،	PROPN
iajs-546	264	8	التعرف	التعرف	PROPN
iajs-546	264	9	على	على	PROPN
iajs-546	264	10	الصوت	الصوت	PROPN
iajs-546	264	11	،	،	PROPN
iajs-546	264	12	االفراط	االفراط	NOUN
iajs-546	264	13	في	في	ADP
iajs-546	264	14	العینات	العینات	PROPN
iajs-546	264	15	،	،	PROPN
iajs-546	264	16	ناقل	ناقل	PROPN
iajs-546	264	17	المیزات	المیزات	PROPN
iajs-546	264	18	،	،	NOUN
iajs-546	264	19	:	:	PUNCT
iajs-546	264	20	الكلمات	الكلمات	VERB
iajs-546	264	21	المفتاحیة	المفتاحیة	ADJ
iajs-546	264	22	نموذج	نموذج	PROPN
iajs-546	264	23	غاوسي	غاوسي	PROPN
iajs-546	264	24	الخلیط	الخلیط	PROPN
iajs-546	264	25	،	،	PROPN
iajs-546	264	26	نموذج	نموذج	PROPN
iajs-546	264	27	ماركوف	ماركوف	PROPN
iajs-546	264	28	الخفي	الخفي	PROPN
iajs-546	264	29	،	،	PROPN
iajs-546	264	30	ھرم	ھرم	PROPN
iajs-546	264	31	غاوسي	غاوسي	PROPN
iajs-546	264	32	،	،	PROPN
iajs-546	264	33	موجات	موجات	PROPN
iajs-546	264	34	ھار	ھار	PROPN
iajs-546	264	35	،	،	PROPN
iajs-546	264	36	تحویل	تحویل	PROPN
iajs-546	264	37	فورییھ	فورییھ	PROPN
iajs-546	264	38	المنفصل	المنفصل	PROPN
iajs-546	264	39	،	،	PROPN
iajs-546	264	40	معامالت	معامالت	PROPN
iajs-546	264	41	التردد	التردد	PROPN
iajs-546	264	42	،	،	PROPN
iajs-546	264	43	.mmu	.mmu	PROPN
iajs-546	264	44	،	،	PROPN
iajs-546	264	45	قاعدة	قاعدة	PROPN
iajs-546	264	46	البیانات	البیانات	PROPN
iajs-546	264	47	casiaالنموذج	casiaالنموذج	PROPN
iajs-546	264	48	االساسي	االساسي	PROPN
iajs-546	264	49	العالمي	العالمي	PROPN
iajs-546	264	50	،	،	PROPN
iajs-546	264	51	قاعدة	قاعدة	PROPN
iajs-546	264	52	البیانات	البیانات	PROPN
iajs-546	264	53	357	357	NUM
iajs-546	265	1	|	|	NOUN
iajs-546	265	2	computers	computer	NOUN
iajs-546	265	3	science	science	NOUN
iajs-546	265	4	1	1	NUM
iajs-546	265	5	.	.	PUNCT
iajs-546	266	1	iris	iris	NOUN
iajs-546	266	2	recognition	recognition	NOUN
iajs-546	266	3	technique	technique	NOUN
iajs-546	266	4	a.	a.	NOUN
iajs-546	266	5	image	image	PROPN
iajs-546	266	6	acquisition	acquisition	PROPN
iajs-546	266	7	b.	b.	PROPN
iajs-546	266	8	image	image	PROPN
iajs-546	266	9	manipulation	manipulation	NOUN
iajs-546	266	10	c.	c.	PROPN
iajs-546	266	11	iris	iris	PROPN
iajs-546	266	12	localization	localization	PROPN
iajs-546	266	13	d.	d.	PROPN
iajs-546	266	14	mapping	mapping	PROPN
iajs-546	266	15	e.	e.	PROPN
iajs-546	266	16	feature	feature	PROPN
iajs-546	266	17	extraction	extraction	PROPN
iajs-546	266	18	f.	f.	PROPN
iajs-546	266	19	haar	haar	PROPN
iajs-546	266	20	wavelet	wavelet	PROPN
iajs-546	266	21	g.	g.	PROPN
iajs-546	266	22	binary	binary	PROPN
iajs-546	266	23	coding	coding	PROPN
iajs-546	266	24	scheme	scheme	NOUN
iajs-546	266	25	h.	h.	PROPN
iajs-546	266	26	test	test	NOUN
iajs-546	266	27	of	of	ADP
iajs-546	266	28	statistical	statistical	ADJ
iajs-546	266	29	independence	independence	NOUN
iajs-546	266	30	a.	a.	NOUN
iajs-546	266	31	feature	feature	PROPN
iajs-546	266	32	extraction	extraction	PROPN
iajs-546	266	33	b.	b.	PROPN
iajs-546	266	34	speaker	speaker	NOUN
iajs-546	266	35	molding	mold	VERB
iajs-546	266	36	c.	c.	PROPN
iajs-546	266	37	pattern	pattern	NOUN
iajs-546	266	38	matching	matching	NOUN
iajs-546	266	39	and	and	CCONJ
iajs-546	266	40	decision	decision	NOUN