id	sid	tid	token	lemma	pos
american_scientific_journal-4080	1	1	44	44	NUM
american_scientific_journal-4080	1	2	american	american	ADJ
american_scientific_journal-4080	1	3	scientific	scientific	ADJ
american_scientific_journal-4080	1	4	research	research	NOUN
american_scientific_journal-4080	1	5	journal	journal	NOUN
american_scientific_journal-4080	1	6	for	for	ADP
american_scientific_journal-4080	1	7	engineering	engineering	NOUN
american_scientific_journal-4080	1	8	,	,	PUNCT
american_scientific_journal-4080	1	9	technology	technology	NOUN
american_scientific_journal-4080	1	10	,	,	PUNCT
american_scientific_journal-4080	1	11	and	and	CCONJ
american_scientific_journal-4080	1	12	sciences	science	NOUN
american_scientific_journal-4080	1	13	(	(	PUNCT
american_scientific_journal-4080	1	14	asrjets	asrjet	NOUN
american_scientific_journal-4080	1	15	)	)	PUNCT
american_scientific_journal-4080	1	16	issn	issn	PROPN
american_scientific_journal-4080	1	17	(	(	PUNCT
american_scientific_journal-4080	1	18	print	print	NOUN
american_scientific_journal-4080	1	19	)	)	PUNCT
american_scientific_journal-4080	1	20	2313	2313	NUM
american_scientific_journal-4080	1	21	-	-	SYM
american_scientific_journal-4080	1	22	4410	4410	NUM
american_scientific_journal-4080	1	23	,	,	PUNCT
american_scientific_journal-4080	1	24	issn	issn	PROPN
american_scientific_journal-4080	1	25	(	(	PUNCT
american_scientific_journal-4080	1	26	online	online	ADJ
american_scientific_journal-4080	1	27	)	)	PUNCT
american_scientific_journal-4080	1	28	2313	2313	NUM
american_scientific_journal-4080	1	29	-	-	SYM
american_scientific_journal-4080	1	30	4402	4402	NUM
american_scientific_journal-4080	1	31	©	©	PROPN
american_scientific_journal-4080	1	32	global	global	ADJ
american_scientific_journal-4080	1	33	society	society	NOUN
american_scientific_journal-4080	1	34	of	of	ADP
american_scientific_journal-4080	1	35	scientific	scientific	ADJ
american_scientific_journal-4080	1	36	research	research	NOUN
american_scientific_journal-4080	1	37	and	and	CCONJ
american_scientific_journal-4080	1	38	researchers	researcher	NOUN
american_scientific_journal-4080	1	39	http://asrjetsjournal.org/	http://asrjetsjournal.org/	NOUN
american_scientific_journal-4080	1	40	development	development	NOUN
american_scientific_journal-4080	1	41	and	and	CCONJ
american_scientific_journal-4080	1	42	performance	performance	NOUN
american_scientific_journal-4080	1	43	evaluation	evaluation	NOUN
american_scientific_journal-4080	1	44	of	of	ADP
american_scientific_journal-4080	1	45	hausdorff	hausdorff	PROPN
american_scientific_journal-4080	1	46	distance	distance	NOUN
american_scientific_journal-4080	1	47	algorithm	algorithm	NOUN
american_scientific_journal-4080	1	48	based	base	VERB
american_scientific_journal-4080	1	49	facial	facial	ADJ
american_scientific_journal-4080	1	50	recognition	recognition	NOUN
american_scientific_journal-4080	1	51	system	system	NOUN
american_scientific_journal-4080	1	52	olumayowa	olumayowa	VERB
american_scientific_journal-4080	1	53	a.	a.	PROPN
american_scientific_journal-4080	1	54	idowua*,waliu	idowua*,waliu	PROPN
american_scientific_journal-4080	1	55	o.	o.	PROPN
american_scientific_journal-4080	1	56	mufutaub	mufutaub	PROPN
american_scientific_journal-4080	1	57	,	,	PUNCT
american_scientific_journal-4080	1	58	abolaji	abolaji	ADP
american_scientific_journal-4080	1	59	o.	o.	PROPN
american_scientific_journal-4080	1	60	iloric	iloric	PROPN
american_scientific_journal-4080	1	61	,	,	PUNCT
american_scientific_journal-4080	1	62	olufemi	olufemi	PROPN
american_scientific_journal-4080	1	63	p.	p.	PROPN
american_scientific_journal-4080	1	64	alaod	alaod	VERB
american_scientific_journal-4080	1	65	a	a	DET
american_scientific_journal-4080	1	66	,	,	PUNCT
american_scientific_journal-4080	1	67	belectrical	belectrical	ADJ
american_scientific_journal-4080	1	68	&	&	CCONJ
american_scientific_journal-4080	1	69	electronic	electronic	ADJ
american_scientific_journal-4080	1	70	department	department	NOUN
american_scientific_journal-4080	1	71	,	,	PUNCT
american_scientific_journal-4080	1	72	moshood	moshood	PROPN
american_scientific_journal-4080	1	73	abiola	abiola	PROPN
american_scientific_journal-4080	1	74	polytechnic	polytechnic	PROPN
american_scientific_journal-4080	1	75	abeokuta	abeokuta	PROPN
american_scientific_journal-4080	1	76	,	,	PUNCT
american_scientific_journal-4080	1	77	nigeria	nigeria	PROPN
american_scientific_journal-4080	1	78	bdepartment	bdepartment	NOUN
american_scientific_journal-4080	1	79	of	of	ADP
american_scientific_journal-4080	1	80	computer	computer	NOUN
american_scientific_journal-4080	1	81	science	science	NOUN
american_scientific_journal-4080	1	82	,	,	PUNCT
american_scientific_journal-4080	1	83	oyo	oyo	NOUN
american_scientific_journal-4080	1	84	state	state	NOUN
american_scientific_journal-4080	1	85	college	college	NOUN
american_scientific_journal-4080	1	86	of	of	ADP
american_scientific_journal-4080	1	87	agriculture	agriculture	PROPN
american_scientific_journal-4080	1	88	,	,	PUNCT
american_scientific_journal-4080	1	89	igboora	igboora	PROPN
american_scientific_journal-4080	1	90	,	,	PUNCT
american_scientific_journal-4080	1	91	oyo	oyo	NOUN
american_scientific_journal-4080	1	92	state	state	NOUN
american_scientific_journal-4080	1	93	,	,	PUNCT
american_scientific_journal-4080	1	94	nigeria	nigeria	PROPN
american_scientific_journal-4080	1	95	ddepartment	ddepartment	NOUN
american_scientific_journal-4080	1	96	of	of	ADP
american_scientific_journal-4080	1	97	electrical	electrical	ADJ
american_scientific_journal-4080	1	98	and	and	CCONJ
american_scientific_journal-4080	1	99	electronic	electronic	ADJ
american_scientific_journal-4080	1	100	engineering	engineering	NOUN
american_scientific_journal-4080	1	101	,	,	PUNCT
american_scientific_journal-4080	1	102	oou	oou	PROPN
american_scientific_journal-4080	1	103	,	,	PUNCT
american_scientific_journal-4080	1	104	ibogun	ibogun	PROPN
american_scientific_journal-4080	1	105	campus	campus	PROPN
american_scientific_journal-4080	1	106	,	,	PUNCT
american_scientific_journal-4080	1	107	nigeria	nigeria	PROPN
american_scientific_journal-4080	1	108	aemail	aemail	NOUN
american_scientific_journal-4080	1	109	:	:	PUNCT
american_scientific_journal-4080	1	110	olumayor2@gmail.com	olumayor2@gmail.com	X
american_scientific_journal-4080	1	111	abstract	abstract	NOUN
american_scientific_journal-4080	1	112	securing	secure	VERB
american_scientific_journal-4080	1	113	access	access	NOUN
american_scientific_journal-4080	1	114	to	to	ADP
american_scientific_journal-4080	1	115	information	information	NOUN
american_scientific_journal-4080	1	116	is	be	AUX
american_scientific_journal-4080	1	117	of	of	ADP
american_scientific_journal-4080	1	118	primary	primary	ADJ
american_scientific_journal-4080	1	119	concern	concern	NOUN
american_scientific_journal-4080	1	120	in	in	ADP
american_scientific_journal-4080	1	121	many	many	ADJ
american_scientific_journal-4080	1	122	frame	frame	NOUN
american_scientific_journal-4080	1	123	of	of	ADP
american_scientific_journal-4080	1	124	reference	reference	NOUN
american_scientific_journal-4080	1	125	including	include	VERB
american_scientific_journal-4080	1	126	personal	personal	ADJ
american_scientific_journal-4080	1	127	,	,	PUNCT
american_scientific_journal-4080	1	128	commercial	commercial	ADJ
american_scientific_journal-4080	1	129	,	,	PUNCT
american_scientific_journal-4080	1	130	governmental	governmental	ADJ
american_scientific_journal-4080	1	131	and	and	CCONJ
american_scientific_journal-4080	1	132	military	military	ADJ
american_scientific_journal-4080	1	133	purpose	purpose	NOUN
american_scientific_journal-4080	1	134	.	.	PUNCT
american_scientific_journal-4080	2	1	computer	computer	NOUN
american_scientific_journal-4080	2	2	verifiable	verifiable	ADJ
american_scientific_journal-4080	2	3	biometric	biometric	NOUN
american_scientific_journal-4080	2	4	such	such	ADJ
american_scientific_journal-4080	2	5	as	as	ADP
american_scientific_journal-4080	2	6	face	face	NOUN
american_scientific_journal-4080	2	7	provide	provide	VERB
american_scientific_journal-4080	2	8	an	an	DET
american_scientific_journal-4080	2	9	attractive	attractive	ADJ
american_scientific_journal-4080	2	10	means	mean	NOUN
american_scientific_journal-4080	2	11	of	of	ADP
american_scientific_journal-4080	2	12	securing	secure	VERB
american_scientific_journal-4080	2	13	access	access	NOUN
american_scientific_journal-4080	2	14	to	to	ADP
american_scientific_journal-4080	2	15	information	information	NOUN
american_scientific_journal-4080	2	16	.	.	PUNCT
american_scientific_journal-4080	3	1	earlier	early	ADJ
american_scientific_journal-4080	3	2	algorithms	algorithm	NOUN
american_scientific_journal-4080	3	3	for	for	ADP
american_scientific_journal-4080	3	4	facial	facial	ADJ
american_scientific_journal-4080	3	5	recognition	recognition	NOUN
american_scientific_journal-4080	3	6	system	system	NOUN
american_scientific_journal-4080	3	7	which	which	PRON
american_scientific_journal-4080	3	8	includes	include	VERB
american_scientific_journal-4080	3	9	linear	linear	ADJ
american_scientific_journal-4080	3	10	discriminant	discriminant	ADJ
american_scientific_journal-4080	3	11	analysis	analysis	NOUN
american_scientific_journal-4080	3	12	(	(	PUNCT
american_scientific_journal-4080	3	13	lda	lda	PROPN
american_scientific_journal-4080	3	14	)	)	PUNCT
american_scientific_journal-4080	3	15	,	,	PUNCT
american_scientific_journal-4080	3	16	principle	principle	NOUN
american_scientific_journal-4080	3	17	component	component	NOUN
american_scientific_journal-4080	3	18	analysis	analysis	NOUN
american_scientific_journal-4080	3	19	(	(	PUNCT
american_scientific_journal-4080	3	20	pca	pca	NOUN
american_scientific_journal-4080	3	21	)	)	PUNCT
american_scientific_journal-4080	3	22	andindependent	andindependent	NOUN
american_scientific_journal-4080	3	23	component	component	NOUN
american_scientific_journal-4080	3	24	analysis	analysis	NOUN
american_scientific_journal-4080	3	25	(	(	PUNCT
american_scientific_journal-4080	3	26	ica	ica	PROPN
american_scientific_journal-4080	3	27	)	)	PUNCT
american_scientific_journal-4080	3	28	have	have	AUX
american_scientific_journal-4080	3	29	yielded	yield	VERB
american_scientific_journal-4080	3	30	unsatisfactory	unsatisfactory	ADJ
american_scientific_journal-4080	3	31	result	result	NOUN
american_scientific_journal-4080	3	32	especially	especially	ADV
american_scientific_journal-4080	3	33	when	when	SCONJ
american_scientific_journal-4080	3	34	confronted	confront	VERB
american_scientific_journal-4080	3	35	with	with	ADP
american_scientific_journal-4080	3	36	unconstrained	unconstrained	ADJ
american_scientific_journal-4080	3	37	scenarios	scenario	NOUN
american_scientific_journal-4080	3	38	such	such	ADJ
american_scientific_journal-4080	3	39	as	as	ADP
american_scientific_journal-4080	3	40	varying	vary	VERB
american_scientific_journal-4080	3	41	illumination	illumination	NOUN
american_scientific_journal-4080	3	42	,	,	PUNCT
american_scientific_journal-4080	3	43	varying	vary	VERB
american_scientific_journal-4080	3	44	poses	pose	NOUN
american_scientific_journal-4080	3	45	,	,	PUNCT
american_scientific_journal-4080	3	46	expression	expression	NOUN
american_scientific_journal-4080	3	47	and	and	CCONJ
american_scientific_journal-4080	3	48	aging	aging	NOUN
american_scientific_journal-4080	3	49	.	.	PUNCT
american_scientific_journal-4080	4	1	this	this	DET
american_scientific_journal-4080	4	2	work	work	NOUN
american_scientific_journal-4080	4	3	presents	present	VERB
american_scientific_journal-4080	4	4	a	a	DET
american_scientific_journal-4080	4	5	facial	facial	ADJ
american_scientific_journal-4080	4	6	recognition	recognition	NOUN
american_scientific_journal-4080	4	7	authentication	authentication	NOUN
american_scientific_journal-4080	4	8	system	system	NOUN
american_scientific_journal-4080	4	9	using	use	VERB
american_scientific_journal-4080	4	10	hausdorff	hausdorff	NOUN
american_scientific_journal-4080	4	11	distance	distance	NOUN
american_scientific_journal-4080	4	12	algorithm	algorithm	NOUN
american_scientific_journal-4080	4	13	in	in	ADP
american_scientific_journal-4080	4	14	combating	combat	VERB
american_scientific_journal-4080	4	15	the	the	DET
american_scientific_journal-4080	4	16	highlighted	highlight	VERB
american_scientific_journal-4080	4	17	problems	problem	NOUN
american_scientific_journal-4080	4	18	.	.	PUNCT
american_scientific_journal-4080	5	1	a	a	DET
american_scientific_journal-4080	5	2	system	system	NOUN
american_scientific_journal-4080	5	3	camera	camera	NOUN
american_scientific_journal-4080	5	4	was	be	AUX
american_scientific_journal-4080	5	5	employed	employ	VERB
american_scientific_journal-4080	5	6	for	for	ADP
american_scientific_journal-4080	5	7	capturing	capture	VERB
american_scientific_journal-4080	5	8	images	image	NOUN
american_scientific_journal-4080	5	9	,	,	PUNCT
american_scientific_journal-4080	5	10	information	information	NOUN
american_scientific_journal-4080	5	11	was	be	AUX
american_scientific_journal-4080	5	12	stored	store	VERB
american_scientific_journal-4080	5	13	using	use	VERB
american_scientific_journal-4080	5	14	mysql	mysql	NOUN
american_scientific_journal-4080	5	15	database	database	NOUN
american_scientific_journal-4080	5	16	and	and	CCONJ
american_scientific_journal-4080	5	17	biometric	biometric	ADJ
american_scientific_journal-4080	5	18	templates	template	NOUN
american_scientific_journal-4080	5	19	were	be	AUX
american_scientific_journal-4080	5	20	stored	store	VERB
american_scientific_journal-4080	5	21	as	as	ADP
american_scientific_journal-4080	5	22	binary	binary	ADJ
american_scientific_journal-4080	5	23	large	large	ADJ
american_scientific_journal-4080	5	24	object	object	NOUN
american_scientific_journal-4080	5	25	(	(	PUNCT
american_scientific_journal-4080	5	26	blob	blob	NOUN
american_scientific_journal-4080	5	27	)	)	PUNCT
american_scientific_journal-4080	5	28	.	.	PUNCT
american_scientific_journal-4080	6	1	the	the	DET
american_scientific_journal-4080	6	2	developed	develop	VERB
american_scientific_journal-4080	6	3	system	system	NOUN
american_scientific_journal-4080	6	4	performance	performance	NOUN
american_scientific_journal-4080	6	5	was	be	AUX
american_scientific_journal-4080	6	6	evaluated	evaluate	VERB
american_scientific_journal-4080	6	7	using	use	VERB
american_scientific_journal-4080	6	8	false	false	ADJ
american_scientific_journal-4080	6	9	reject	reject	NOUN
american_scientific_journal-4080	6	10	rate	rate	NOUN
american_scientific_journal-4080	6	11	(	(	PUNCT
american_scientific_journal-4080	6	12	frr	frr	PROPN
american_scientific_journal-4080	6	13	)	)	PUNCT
american_scientific_journal-4080	6	14	,	,	PUNCT
american_scientific_journal-4080	6	15	false	false	ADJ
american_scientific_journal-4080	6	16	accept	accept	NOUN
american_scientific_journal-4080	6	17	rate	rate	NOUN
american_scientific_journal-4080	6	18	(	(	PUNCT
american_scientific_journal-4080	6	19	far	far	ADV
american_scientific_journal-4080	6	20	)	)	PUNCT
american_scientific_journal-4080	6	21	,	,	PUNCT
american_scientific_journal-4080	6	22	and	and	CCONJ
american_scientific_journal-4080	6	23	receiver	receiver	NOUN
american_scientific_journal-4080	6	24	operating	operate	VERB
american_scientific_journal-4080	6	25	characteristic	characteristic	ADJ
american_scientific_journal-4080	6	26	curve	curve	NOUN
american_scientific_journal-4080	6	27	(	(	PUNCT
american_scientific_journal-4080	6	28	roc	roc	NOUN
american_scientific_journal-4080	6	29	graph	graph	NOUN
american_scientific_journal-4080	6	30	)	)	PUNCT
american_scientific_journal-4080	6	31	as	as	ADP
american_scientific_journal-4080	6	32	performance	performance	NOUN
american_scientific_journal-4080	6	33	metrics	metric	NOUN
american_scientific_journal-4080	6	34	.	.	PUNCT
american_scientific_journal-4080	7	1	tests	test	NOUN
american_scientific_journal-4080	7	2	were	be	AUX
american_scientific_journal-4080	7	3	conducted	conduct	VERB
american_scientific_journal-4080	7	4	at	at	ADP
american_scientific_journal-4080	7	5	various	various	ADJ
american_scientific_journal-4080	7	6	threshold	threshold	NOUN
american_scientific_journal-4080	7	7	values	value	NOUN
american_scientific_journal-4080	7	8	.	.	PUNCT
american_scientific_journal-4080	8	1	frr	frr	PROPN
american_scientific_journal-4080	8	2	errors	error	NOUN
american_scientific_journal-4080	8	3	obtained	obtain	VERB
american_scientific_journal-4080	8	4	are	be	AUX
american_scientific_journal-4080	8	5	20	20	NUM
american_scientific_journal-4080	8	6	%	%	NOUN
american_scientific_journal-4080	8	7	,	,	PUNCT
american_scientific_journal-4080	8	8	7	7	NUM
american_scientific_journal-4080	8	9	%	%	NOUN
american_scientific_journal-4080	8	10	,	,	PUNCT
american_scientific_journal-4080	8	11	and	and	CCONJ
american_scientific_journal-4080	8	12	2	2	NUM
american_scientific_journal-4080	8	13	%	%	NOUN
american_scientific_journal-4080	8	14	at	at	ADP
american_scientific_journal-4080	8	15	500	500	NUM
american_scientific_journal-4080	8	16	threshold	threshold	NOUN
american_scientific_journal-4080	8	17	value	value	NOUN
american_scientific_journal-4080	8	18	for	for	ADP
american_scientific_journal-4080	8	19	one	one	NUM
american_scientific_journal-4080	8	20	-	-	PUNCT
american_scientific_journal-4080	8	21	try	try	NOUN
american_scientific_journal-4080	8	22	,	,	PUNCT
american_scientific_journal-4080	8	23	two	two	NUM
american_scientific_journal-4080	8	24	-	-	PUNCT
american_scientific_journal-4080	8	25	try	try	VERB
american_scientific_journal-4080	8	26	and	and	CCONJ
american_scientific_journal-4080	8	27	three	three	NUM
american_scientific_journal-4080	8	28	-	-	PUNCT
american_scientific_journal-4080	8	29	try	try	VERB
american_scientific_journal-4080	8	30	configuration	configuration	NOUN
american_scientific_journal-4080	8	31	respectively	respectively	ADV
american_scientific_journal-4080	8	32	.	.	PUNCT
american_scientific_journal-4080	9	1	the	the	DET
american_scientific_journal-4080	9	2	system	system	NOUN
american_scientific_journal-4080	9	3	also	also	ADV
american_scientific_journal-4080	9	4	presented	present	VERB
american_scientific_journal-4080	9	5	far	far	ADJ
american_scientific_journal-4080	9	6	error	error	NOUN
american_scientific_journal-4080	9	7	of	of	ADP
american_scientific_journal-4080	9	8	0	0	NUM
american_scientific_journal-4080	9	9	%	%	NOUN
american_scientific_journal-4080	9	10	at	at	ADP
american_scientific_journal-4080	9	11	500	500	NUM
american_scientific_journal-4080	9	12	threshold	threshold	NOUN
american_scientific_journal-4080	9	13	value	value	NOUN
american_scientific_journal-4080	9	14	for	for	ADP
american_scientific_journal-4080	9	15	all	all	DET
american_scientific_journal-4080	9	16	configurations	configuration	NOUN
american_scientific_journal-4080	9	17	.	.	PUNCT
american_scientific_journal-4080	10	1	as	as	SCONJ
american_scientific_journal-4080	10	2	threshold	threshold	NOUN
american_scientific_journal-4080	10	3	value	value	NOUN
american_scientific_journal-4080	10	4	increases	increase	NOUN
american_scientific_journal-4080	10	5	,	,	PUNCT
american_scientific_journal-4080	10	6	far	far	ADV
american_scientific_journal-4080	10	7	reduces	reduce	VERB
american_scientific_journal-4080	10	8	while	while	SCONJ
american_scientific_journal-4080	10	9	frr	frr	PROPN
american_scientific_journal-4080	10	10	increases	increase	NOUN
american_scientific_journal-4080	10	11	.	.	PUNCT
american_scientific_journal-4080	11	1	keywords	keyword	NOUN
american_scientific_journal-4080	11	2	:	:	PUNCT
american_scientific_journal-4080	11	3	hausdorff	hausdorff	NOUN
american_scientific_journal-4080	11	4	;	;	PUNCT
american_scientific_journal-4080	11	5	cryptography	cryptography	NOUN
american_scientific_journal-4080	11	6	;	;	PUNCT
american_scientific_journal-4080	11	7	biometric	biometric	ADJ
american_scientific_journal-4080	11	8	;	;	PUNCT
american_scientific_journal-4080	11	9	authentication	authentication	NOUN
american_scientific_journal-4080	11	10	;	;	PUNCT
american_scientific_journal-4080	11	11	information	information	NOUN
american_scientific_journal-4080	11	12	;	;	PUNCT
american_scientific_journal-4080	11	13	subject	subject	ADJ
american_scientific_journal-4080	11	14	;	;	PUNCT
american_scientific_journal-4080	11	15	database	database	NOUN
american_scientific_journal-4080	11	16	.	.	PUNCT
american_scientific_journal-4080	12	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-4080	13	1	*	*	PUNCT
american_scientific_journal-4080	13	2	corresponding	correspond	VERB
american_scientific_journal-4080	13	3	author	author	NOUN
american_scientific_journal-4080	13	4	.	.	PUNCT
american_scientific_journal-4080	14	1	http://asrjetsjournal.org/	http://asrjetsjournal.org/	PROPN
american_scientific_journal-4080	14	2	american	american	PROPN
american_scientific_journal-4080	14	3	scientific	scientific	PROPN
american_scientific_journal-4080	14	4	research	research	NOUN
american_scientific_journal-4080	14	5	journal	journal	NOUN
american_scientific_journal-4080	14	6	for	for	ADP
american_scientific_journal-4080	14	7	engineering	engineering	NOUN
american_scientific_journal-4080	14	8	,	,	PUNCT
american_scientific_journal-4080	14	9	technology	technology	NOUN
american_scientific_journal-4080	14	10	,	,	PUNCT
american_scientific_journal-4080	14	11	and	and	CCONJ
american_scientific_journal-4080	14	12	sciences	science	NOUN
american_scientific_journal-4080	14	13	(	(	PUNCT
american_scientific_journal-4080	14	14	asrjets	asrjet	NOUN
american_scientific_journal-4080	14	15	)	)	PUNCT
american_scientific_journal-4080	14	16	(	(	PUNCT
american_scientific_journal-4080	14	17	2018	2018	NUM
american_scientific_journal-4080	14	18	)	)	PUNCT
american_scientific_journal-4080	14	19	volume	volume	NOUN
american_scientific_journal-4080	14	20	43	43	NUM
american_scientific_journal-4080	14	21	,	,	PUNCT
american_scientific_journal-4080	14	22	no	no	DET
american_scientific_journal-4080	14	23	1	1	NUM
american_scientific_journal-4080	14	24	,	,	PUNCT
american_scientific_journal-4080	14	25	pp	pp	ADV
american_scientific_journal-4080	14	26	44	44	NUM
american_scientific_journal-4080	14	27	-	-	SYM
american_scientific_journal-4080	14	28	60	60	NUM
american_scientific_journal-4080	14	29	45	45	NUM
american_scientific_journal-4080	14	30	1	1	NUM
american_scientific_journal-4080	14	31	.	.	PUNCT
american_scientific_journal-4080	15	1	introduction	introduction	NOUN
american_scientific_journal-4080	15	2	the	the	DET
american_scientific_journal-4080	15	3	information	information	NOUN
american_scientific_journal-4080	15	4	age	age	NOUN
american_scientific_journal-4080	15	5	is	be	AUX
american_scientific_journal-4080	15	6	quickly	quickly	ADV
american_scientific_journal-4080	15	7	revolutionizing	revolutionize	VERB
american_scientific_journal-4080	15	8	the	the	DET
american_scientific_journal-4080	15	9	way	way	NOUN
american_scientific_journal-4080	15	10	humans	human	NOUN
american_scientific_journal-4080	15	11	carry	carry	VERB
american_scientific_journal-4080	15	12	out	out	ADP
american_scientific_journal-4080	15	13	daily	daily	ADJ
american_scientific_journal-4080	15	14	activities	activity	NOUN
american_scientific_journal-4080	15	15	.	.	PUNCT
american_scientific_journal-4080	16	1	everyday	everyday	ADJ
american_scientific_journal-4080	16	2	actions	action	NOUN
american_scientific_journal-4080	16	3	are	be	AUX
american_scientific_journal-4080	16	4	increasingly	increasingly	ADV
american_scientific_journal-4080	16	5	being	be	AUX
american_scientific_journal-4080	16	6	handled	handle	VERB
american_scientific_journal-4080	16	7	electronically	electronically	ADV
american_scientific_journal-4080	16	8	and	and	CCONJ
american_scientific_journal-4080	16	9	transferred	transfer	VERB
american_scientific_journal-4080	16	10	across	across	ADP
american_scientific_journal-4080	16	11	complex	complex	ADJ
american_scientific_journal-4080	16	12	network	network	NOUN
american_scientific_journal-4080	16	13	.	.	PUNCT
american_scientific_journal-4080	17	1	this	this	DET
american_scientific_journal-4080	17	2	growth	growth	NOUN
american_scientific_journal-4080	17	3	in	in	ADP
american_scientific_journal-4080	17	4	electronic	electronic	ADJ
american_scientific_journal-4080	17	5	transactions	transaction	NOUN
american_scientific_journal-4080	17	6	has	have	AUX
american_scientific_journal-4080	17	7	resulted	result	VERB
american_scientific_journal-4080	17	8	in	in	ADP
american_scientific_journal-4080	17	9	a	a	DET
american_scientific_journal-4080	17	10	greater	great	ADJ
american_scientific_journal-4080	17	11	demand	demand	NOUN
american_scientific_journal-4080	17	12	for	for	ADP
american_scientific_journal-4080	17	13	fast	fast	ADJ
american_scientific_journal-4080	17	14	and	and	CCONJ
american_scientific_journal-4080	17	15	accurate	accurate	ADJ
american_scientific_journal-4080	17	16	user	user	NOUN
american_scientific_journal-4080	17	17	identification	identification	NOUN
american_scientific_journal-4080	17	18	and	and	CCONJ
american_scientific_journal-4080	17	19	authentication	authentication	NOUN
american_scientific_journal-4080	17	20	.	.	PUNCT
american_scientific_journal-4080	18	1	access	access	NOUN
american_scientific_journal-4080	18	2	codes	code	NOUN
american_scientific_journal-4080	18	3	for	for	ADP
american_scientific_journal-4080	18	4	buildings	building	NOUN
american_scientific_journal-4080	18	5	,	,	PUNCT
american_scientific_journal-4080	18	6	banks	bank	NOUN
american_scientific_journal-4080	18	7	accounts	account	VERB
american_scientific_journal-4080	18	8	and	and	CCONJ
american_scientific_journal-4080	18	9	computer	computer	NOUN
american_scientific_journal-4080	18	10	systems	system	NOUN
american_scientific_journal-4080	18	11	often	often	ADV
american_scientific_journal-4080	18	12	use	use	VERB
american_scientific_journal-4080	18	13	pin	pin	NOUN
american_scientific_journal-4080	18	14	's	's	PART
american_scientific_journal-4080	18	15	for	for	ADP
american_scientific_journal-4080	18	16	identification	identification	NOUN
american_scientific_journal-4080	18	17	and	and	CCONJ
american_scientific_journal-4080	18	18	security	security	NOUN
american_scientific_journal-4080	18	19	clearances	clearance	NOUN
american_scientific_journal-4080	18	20	.	.	PUNCT
american_scientific_journal-4080	19	1	the	the	DET
american_scientific_journal-4080	19	2	use	use	NOUN
american_scientific_journal-4080	19	3	of	of	ADP
american_scientific_journal-4080	19	4	proper	proper	ADJ
american_scientific_journal-4080	19	5	pin	pin	NOUN
american_scientific_journal-4080	19	6	will	will	AUX
american_scientific_journal-4080	19	7	undoubtedly	undoubtedly	ADV
american_scientific_journal-4080	19	8	grant	grant	VERB
american_scientific_journal-4080	19	9	access	access	NOUN
american_scientific_journal-4080	19	10	to	to	ADP
american_scientific_journal-4080	19	11	user	user	NOUN
american_scientific_journal-4080	19	12	,	,	PUNCT
american_scientific_journal-4080	19	13	but	but	CCONJ
american_scientific_journal-4080	19	14	the	the	DET
american_scientific_journal-4080	19	15	user	user	NOUN
american_scientific_journal-4080	19	16	of	of	ADP
american_scientific_journal-4080	19	17	the	the	DET
american_scientific_journal-4080	19	18	pin	pin	NOUN
american_scientific_journal-4080	19	19	is	be	AUX
american_scientific_journal-4080	19	20	not	not	PART
american_scientific_journal-4080	19	21	verified	verify	VERB
american_scientific_journal-4080	19	22	.	.	PUNCT
american_scientific_journal-4080	20	1	when	when	SCONJ
american_scientific_journal-4080	20	2	credit	credit	NOUN
american_scientific_journal-4080	20	3	and	and	CCONJ
american_scientific_journal-4080	20	4	atm	atm	ADJ
american_scientific_journal-4080	20	5	cards	card	NOUN
american_scientific_journal-4080	20	6	are	be	AUX
american_scientific_journal-4080	20	7	lost	lose	VERB
american_scientific_journal-4080	20	8	or	or	CCONJ
american_scientific_journal-4080	20	9	stolen	steal	VERB
american_scientific_journal-4080	20	10	,	,	PUNCT
american_scientific_journal-4080	20	11	an	an	DET
american_scientific_journal-4080	20	12	unauthorized	unauthorized	ADJ
american_scientific_journal-4080	20	13	user	user	NOUN
american_scientific_journal-4080	20	14	can	can	AUX
american_scientific_journal-4080	20	15	often	often	ADV
american_scientific_journal-4080	20	16	come	come	VERB
american_scientific_journal-4080	20	17	up	up	ADP
american_scientific_journal-4080	20	18	with	with	ADP
american_scientific_journal-4080	20	19	the	the	DET
american_scientific_journal-4080	20	20	correct	correct	ADJ
american_scientific_journal-4080	20	21	personal	personal	ADJ
american_scientific_journal-4080	20	22	codes	code	NOUN
american_scientific_journal-4080	20	23	.	.	PUNCT
american_scientific_journal-4080	21	1	despite	despite	SCONJ
american_scientific_journal-4080	21	2	warning	warning	NOUN
american_scientific_journal-4080	21	3	,	,	PUNCT
american_scientific_journal-4080	21	4	many	many	ADJ
american_scientific_journal-4080	21	5	people	people	NOUN
american_scientific_journal-4080	21	6	continue	continue	VERB
american_scientific_journal-4080	21	7	to	to	PART
american_scientific_journal-4080	21	8	choose	choose	AUX
american_scientific_journal-4080	21	9	easily	easily	ADV
american_scientific_journal-4080	21	10	guessed	guess	VERB
american_scientific_journal-4080	21	11	pin	pin	NOUN
american_scientific_journal-4080	21	12	’s	’	NOUN
american_scientific_journal-4080	21	13	and	and	CCONJ
american_scientific_journal-4080	21	14	passwords	password	NOUN
american_scientific_journal-4080	21	15	by	by	ADP
american_scientific_journal-4080	21	16	using	use	VERB
american_scientific_journal-4080	21	17	birthdays	birthday	NOUN
american_scientific_journal-4080	21	18	,	,	PUNCT
american_scientific_journal-4080	21	19	phone	phone	NOUN
american_scientific_journal-4080	21	20	numbers	number	NOUN
american_scientific_journal-4080	21	21	and	and	CCONJ
american_scientific_journal-4080	21	22	social	social	ADJ
american_scientific_journal-4080	21	23	security	security	NOUN
american_scientific_journal-4080	21	24	numbers	number	NOUN
american_scientific_journal-4080	21	25	.	.	PUNCT
american_scientific_journal-4080	22	1	recent	recent	ADJ
american_scientific_journal-4080	22	2	cases	case	NOUN
american_scientific_journal-4080	22	3	of	of	ADP
american_scientific_journal-4080	22	4	identity	identity	NOUN
american_scientific_journal-4080	22	5	theft	theft	NOUN
american_scientific_journal-4080	22	6	have	have	AUX
american_scientific_journal-4080	22	7	heighten	heighten	VERB
american_scientific_journal-4080	22	8	the	the	DET
american_scientific_journal-4080	22	9	need	need	NOUN
american_scientific_journal-4080	22	10	for	for	SCONJ
american_scientific_journal-4080	22	11	methods	method	NOUN
american_scientific_journal-4080	22	12	to	to	PART
american_scientific_journal-4080	22	13	prove	prove	VERB
american_scientific_journal-4080	22	14	that	that	SCONJ
american_scientific_journal-4080	22	15	someone	someone	PRON
american_scientific_journal-4080	22	16	is	be	AUX
american_scientific_journal-4080	22	17	truly	truly	ADV
american_scientific_journal-4080	22	18	who	who	PRON
american_scientific_journal-4080	22	19	he	he	PRON
american_scientific_journal-4080	22	20	/	/	SYM
american_scientific_journal-4080	22	21	she	she	PRON
american_scientific_journal-4080	22	22	claims	claim	VERB
american_scientific_journal-4080	22	23	to	to	PART
american_scientific_journal-4080	22	24	be	be	AUX
american_scientific_journal-4080	22	25	.	.	PUNCT
american_scientific_journal-4080	23	1	recently	recently	ADV
american_scientific_journal-4080	23	2	,	,	PUNCT
american_scientific_journal-4080	23	3	biometrics	biometric	NOUN
american_scientific_journal-4080	23	4	had	have	AUX
american_scientific_journal-4080	23	5	been	be	AUX
american_scientific_journal-4080	23	6	identified	identify	VERB
american_scientific_journal-4080	23	7	as	as	ADP
american_scientific_journal-4080	23	8	a	a	DET
american_scientific_journal-4080	23	9	panacea	panacea	NOUN
american_scientific_journal-4080	23	10	to	to	ADP
american_scientific_journal-4080	23	11	the	the	DET
american_scientific_journal-4080	23	12	problem	problem	NOUN
american_scientific_journal-4080	23	13	of	of	ADP
american_scientific_journal-4080	23	14	data	datum	NOUN
american_scientific_journal-4080	23	15	and	and	CCONJ
american_scientific_journal-4080	23	16	information	information	NOUN
american_scientific_journal-4080	23	17	security	security	NOUN
american_scientific_journal-4080	23	18	in	in	ADP
american_scientific_journal-4080	23	19	the	the	DET
american_scientific_journal-4080	23	20	field	field	NOUN
american_scientific_journal-4080	23	21	of	of	ADP
american_scientific_journal-4080	23	22	computer	computer	NOUN
american_scientific_journal-4080	23	23	and	and	CCONJ
american_scientific_journal-4080	23	24	electrical	electrical	ADJ
american_scientific_journal-4080	23	25	engineering	engineering	NOUN
american_scientific_journal-4080	23	26	.	.	PUNCT
american_scientific_journal-4080	24	1	biometric	biometric	PROPN
american_scientific_journal-4080	24	2	uses	use	VERB
american_scientific_journal-4080	24	3	unique	unique	ADJ
american_scientific_journal-4080	24	4	physiological	physiological	ADJ
american_scientific_journal-4080	24	5	or	or	CCONJ
american_scientific_journal-4080	24	6	behavioral	behavioral	ADJ
american_scientific_journal-4080	24	7	characteristics	characteristic	NOUN
american_scientific_journal-4080	24	8	such	such	ADJ
american_scientific_journal-4080	24	9	as	as	ADP
american_scientific_journal-4080	24	10	fingerprints	fingerprint	NOUN
american_scientific_journal-4080	24	11	,	,	PUNCT
american_scientific_journal-4080	24	12	face	face	NOUN
american_scientific_journal-4080	24	13	,	,	PUNCT
american_scientific_journal-4080	24	14	voice	voice	NOUN
american_scientific_journal-4080	24	15	,	,	PUNCT
american_scientific_journal-4080	24	16	writing	write	VERB
american_scientific_journal-4080	24	17	style	style	NOUN
american_scientific_journal-4080	24	18	,	,	PUNCT
american_scientific_journal-4080	24	19	and	and	CCONJ
american_scientific_journal-4080	24	20	gait	gait	VERB
american_scientific_journal-4080	24	21	to	to	PART
american_scientific_journal-4080	24	22	recognize	recognize	VERB
american_scientific_journal-4080	24	23	individuals	individual	NOUN
american_scientific_journal-4080	24	24	.	.	PUNCT
american_scientific_journal-4080	25	1	theoretically	theoretically	ADV
american_scientific_journal-4080	25	2	,	,	PUNCT
american_scientific_journal-4080	25	3	any	any	DET
american_scientific_journal-4080	25	4	human	human	ADJ
american_scientific_journal-4080	25	5	physiological	physiological	ADJ
american_scientific_journal-4080	25	6	or	or	CCONJ
american_scientific_journal-4080	25	7	behavioral	behavioral	ADJ
american_scientific_journal-4080	25	8	characteristic	characteristic	NOUN
american_scientific_journal-4080	25	9	can	can	AUX
american_scientific_journal-4080	25	10	be	be	AUX
american_scientific_journal-4080	25	11	used	use	VERB
american_scientific_journal-4080	25	12	to	to	PART
american_scientific_journal-4080	25	13	make	make	VERB
american_scientific_journal-4080	25	14	a	a	DET
american_scientific_journal-4080	25	15	personal	personal	ADJ
american_scientific_journal-4080	25	16	identification	identification	NOUN
american_scientific_journal-4080	25	17	as	as	ADV
american_scientific_journal-4080	25	18	long	long	ADV
american_scientific_journal-4080	25	19	as	as	SCONJ
american_scientific_journal-4080	25	20	it	it	PRON
american_scientific_journal-4080	25	21	satisfies	satisfy	VERB
american_scientific_journal-4080	25	22	features	feature	VERB
american_scientific_journal-4080	25	23	like	like	ADP
american_scientific_journal-4080	25	24	universality	universality	NOUN
american_scientific_journal-4080	25	25	,	,	PUNCT
american_scientific_journal-4080	25	26	uniqueness	uniqueness	NOUN
american_scientific_journal-4080	25	27	,	,	PUNCT
american_scientific_journal-4080	25	28	permanence	permanence	NOUN
american_scientific_journal-4080	25	29	and	and	CCONJ
american_scientific_journal-4080	25	30	finally	finally	ADV
american_scientific_journal-4080	25	31	collectability	collectability	NOUN
american_scientific_journal-4080	26	1	[	[	X
american_scientific_journal-4080	26	2	1	1	NUM
american_scientific_journal-4080	26	3	]	]	PUNCT
american_scientific_journal-4080	26	4	.	.	PUNCT
american_scientific_journal-4080	27	1	face	face	NOUN
american_scientific_journal-4080	27	2	is	be	AUX
american_scientific_journal-4080	27	3	a	a	DET
american_scientific_journal-4080	27	4	biometric	biometric	NOUN
american_scientific_journal-4080	27	5	,	,	PUNCT
american_scientific_journal-4080	27	6	as	as	ADP
american_scientific_journal-4080	27	7	a	a	DET
american_scientific_journal-4080	27	8	consequence	consequence	NOUN
american_scientific_journal-4080	27	9	,	,	PUNCT
american_scientific_journal-4080	27	10	face	face	NOUN
american_scientific_journal-4080	27	11	recognition	recognition	NOUN
american_scientific_journal-4080	27	12	finds	find	VERB
american_scientific_journal-4080	27	13	wide	wide	ADJ
american_scientific_journal-4080	27	14	applications	application	NOUN
american_scientific_journal-4080	27	15	in	in	ADP
american_scientific_journal-4080	27	16	authentication	authentication	NOUN
american_scientific_journal-4080	27	17	,	,	PUNCT
american_scientific_journal-4080	27	18	security	security	NOUN
american_scientific_journal-4080	27	19	,	,	PUNCT
american_scientific_journal-4080	27	20	and	and	CCONJ
american_scientific_journal-4080	27	21	so	so	ADV
american_scientific_journal-4080	27	22	on	on	ADV
american_scientific_journal-4080	27	23	.	.	PUNCT
american_scientific_journal-4080	28	1	among	among	ADP
american_scientific_journal-4080	28	2	all	all	DET
american_scientific_journal-4080	28	3	biometrics	biometric	NOUN
american_scientific_journal-4080	28	4	,	,	PUNCT
american_scientific_journal-4080	28	5	face	face	NOUN
american_scientific_journal-4080	28	6	is	be	AUX
american_scientific_journal-4080	28	7	a	a	DET
american_scientific_journal-4080	28	8	very	very	ADV
american_scientific_journal-4080	28	9	unique	unique	ADJ
american_scientific_journal-4080	28	10	one	one	NOUN
american_scientific_journal-4080	28	11	because	because	SCONJ
american_scientific_journal-4080	28	12	it	it	PRON
american_scientific_journal-4080	28	13	is	be	AUX
american_scientific_journal-4080	28	14	the	the	DET
american_scientific_journal-4080	28	15	only	only	ADJ
american_scientific_journal-4080	28	16	biometric	biometric	NOUN
american_scientific_journal-4080	28	17	belonging	belong	VERB
american_scientific_journal-4080	28	18	to	to	ADP
american_scientific_journal-4080	28	19	both	both	CCONJ
american_scientific_journal-4080	28	20	the	the	DET
american_scientific_journal-4080	28	21	physiological	physiological	ADJ
american_scientific_journal-4080	28	22	and	and	CCONJ
american_scientific_journal-4080	28	23	behavioral	behavioral	ADJ
american_scientific_journal-4080	28	24	categories	category	NOUN
american_scientific_journal-4080	28	25	.	.	PUNCT
american_scientific_journal-4080	29	1	in	in	ADP
american_scientific_journal-4080	29	2	addition	addition	NOUN
american_scientific_journal-4080	29	3	,	,	PUNCT
american_scientific_journal-4080	29	4	as	as	SCONJ
american_scientific_journal-4080	29	5	reported	report	VERB
american_scientific_journal-4080	29	6	in	in	ADP
american_scientific_journal-4080	29	7	[	[	X
american_scientific_journal-4080	29	8	2	2	NUM
american_scientific_journal-4080	29	9	,	,	PUNCT
american_scientific_journal-4080	29	10	3	3	NUM
american_scientific_journal-4080	29	11	]	]	PUNCT
american_scientific_journal-4080	29	12	,	,	PUNCT
american_scientific_journal-4080	29	13	face	face	NOUN
american_scientific_journal-4080	29	14	enjoys	enjoy	VERB
american_scientific_journal-4080	29	15	many	many	ADJ
american_scientific_journal-4080	29	16	advantages	advantage	NOUN
american_scientific_journal-4080	29	17	over	over	ADP
american_scientific_journal-4080	29	18	other	other	ADJ
american_scientific_journal-4080	29	19	biometrics	biometric	NOUN
american_scientific_journal-4080	29	20	because	because	SCONJ
american_scientific_journal-4080	29	21	it	it	PRON
american_scientific_journal-4080	29	22	is	be	AUX
american_scientific_journal-4080	29	23	natural	natural	ADJ
american_scientific_journal-4080	29	24	,	,	PUNCT
american_scientific_journal-4080	29	25	nonintrusive	nonintrusive	ADJ
american_scientific_journal-4080	29	26	,	,	PUNCT
american_scientific_journal-4080	29	27	and	and	CCONJ
american_scientific_journal-4080	29	28	easy	easy	ADJ
american_scientific_journal-4080	29	29	-	-	PUNCT
american_scientific_journal-4080	29	30	to	to	ADP
american_scientific_journal-4080	29	31	-	-	PUNCT
american_scientific_journal-4080	29	32	use	use	VERB
american_scientific_journal-4080	29	33	biometric	biometric	NOUN
american_scientific_journal-4080	29	34	.	.	PUNCT
american_scientific_journal-4080	30	1	among	among	ADP
american_scientific_journal-4080	30	2	the	the	DET
american_scientific_journal-4080	30	3	six	six	NUM
american_scientific_journal-4080	30	4	biometrics	biometric	NOUN
american_scientific_journal-4080	30	5	of	of	ADP
american_scientific_journal-4080	30	6	face	face	NOUN
american_scientific_journal-4080	30	7	,	,	PUNCT
american_scientific_journal-4080	30	8	finger	finger	NOUN
american_scientific_journal-4080	30	9	,	,	PUNCT
american_scientific_journal-4080	30	10	hand	hand	NOUN
american_scientific_journal-4080	30	11	,	,	PUNCT
american_scientific_journal-4080	30	12	voice	voice	NOUN
american_scientific_journal-4080	30	13	,	,	PUNCT
american_scientific_journal-4080	30	14	eye	eye	NOUN
american_scientific_journal-4080	30	15	,	,	PUNCT
american_scientific_journal-4080	30	16	and	and	CCONJ
american_scientific_journal-4080	30	17	signature	signature	NOUN
american_scientific_journal-4080	30	18	,	,	PUNCT
american_scientific_journal-4080	30	19	face	face	VERB
american_scientific_journal-4080	30	20	biometric	biometric	ADJ
american_scientific_journal-4080	30	21	ranks	rank	VERB
american_scientific_journal-4080	30	22	the	the	DET
american_scientific_journal-4080	30	23	first	first	ADJ
american_scientific_journal-4080	30	24	in	in	ADP
american_scientific_journal-4080	30	25	the	the	DET
american_scientific_journal-4080	30	26	compatibility	compatibility	NOUN
american_scientific_journal-4080	30	27	evaluation	evaluation	NOUN
american_scientific_journal-4080	30	28	of	of	ADP
american_scientific_journal-4080	30	29	a	a	DET
american_scientific_journal-4080	30	30	machine	machine	NOUN
american_scientific_journal-4080	30	31	readable	readable	ADJ
american_scientific_journal-4080	30	32	travel	travel	NOUN
american_scientific_journal-4080	30	33	document	document	NOUN
american_scientific_journal-4080	30	34	(	(	PUNCT
american_scientific_journal-4080	30	35	mrtd	mrtd	NOUN
american_scientific_journal-4080	30	36	)	)	PUNCT
american_scientific_journal-4080	30	37	system	system	NOUN
american_scientific_journal-4080	30	38	in	in	ADP
american_scientific_journal-4080	30	39	terms	term	NOUN
american_scientific_journal-4080	30	40	of	of	ADP
american_scientific_journal-4080	30	41	six	six	NUM
american_scientific_journal-4080	30	42	criteria	criterion	NOUN
american_scientific_journal-4080	30	43	:	:	PUNCT
american_scientific_journal-4080	30	44	enrolment	enrolment	NOUN
american_scientific_journal-4080	30	45	,	,	PUNCT
american_scientific_journal-4080	30	46	renewal	renewal	NOUN
american_scientific_journal-4080	30	47	,	,	PUNCT
american_scientific_journal-4080	30	48	machineassisted	machineassiste	VERB
american_scientific_journal-4080	30	49	identity	identity	NOUN
american_scientific_journal-4080	30	50	verification	verification	NOUN
american_scientific_journal-4080	30	51	requirements	requirement	NOUN
american_scientific_journal-4080	30	52	,	,	PUNCT
american_scientific_journal-4080	30	53	redundancy	redundancy	NOUN
american_scientific_journal-4080	30	54	,	,	PUNCT
american_scientific_journal-4080	30	55	public	public	ADJ
american_scientific_journal-4080	30	56	perception	perception	NOUN
american_scientific_journal-4080	30	57	,	,	PUNCT
american_scientific_journal-4080	30	58	and	and	CCONJ
american_scientific_journal-4080	30	59	storage	storage	NOUN
american_scientific_journal-4080	30	60	requirements	requirement	NOUN
american_scientific_journal-4080	30	61	and	and	CCONJ
american_scientific_journal-4080	30	62	performance	performance	NOUN
american_scientific_journal-4080	30	63	.	.	PUNCT
american_scientific_journal-4080	31	1	probably	probably	ADV
american_scientific_journal-4080	31	2	the	the	DET
american_scientific_journal-4080	31	3	most	most	ADV
american_scientific_journal-4080	31	4	important	important	ADJ
american_scientific_journal-4080	31	5	feature	feature	NOUN
american_scientific_journal-4080	31	6	of	of	ADP
american_scientific_journal-4080	31	7	acquiring	acquire	VERB
american_scientific_journal-4080	31	8	the	the	DET
american_scientific_journal-4080	31	9	face	face	NOUN
american_scientific_journal-4080	31	10	biometric	biometric	ADJ
american_scientific_journal-4080	31	11	signature	signature	NOUN
american_scientific_journal-4080	31	12	is	be	AUX
american_scientific_journal-4080	31	13	that	that	SCONJ
american_scientific_journal-4080	31	14	no	no	DET
american_scientific_journal-4080	31	15	cooperation	cooperation	NOUN
american_scientific_journal-4080	31	16	is	be	AUX
american_scientific_journal-4080	31	17	required	require	VERB
american_scientific_journal-4080	31	18	during	during	ADP
american_scientific_journal-4080	31	19	data	data	NOUN
american_scientific_journal-4080	31	20	acquisition	acquisition	NOUN
american_scientific_journal-4080	31	21	.	.	PUNCT
american_scientific_journal-4080	32	1	a	a	DET
american_scientific_journal-4080	32	2	wide	wide	ADJ
american_scientific_journal-4080	32	3	array	array	NOUN
american_scientific_journal-4080	32	4	of	of	ADP
american_scientific_journal-4080	32	5	face	face	NOUN
american_scientific_journal-4080	32	6	recognition	recognition	NOUN
american_scientific_journal-4080	32	7	approaches	approach	NOUN
american_scientific_journal-4080	32	8	has	have	AUX
american_scientific_journal-4080	32	9	been	be	AUX
american_scientific_journal-4080	32	10	proposed	propose	VERB
american_scientific_journal-4080	32	11	in	in	ADP
american_scientific_journal-4080	32	12	the	the	DET
american_scientific_journal-4080	32	13	literature	literature	NOUN
american_scientific_journal-4080	32	14	,	,	PUNCT
american_scientific_journal-4080	32	15	this	this	PRON
american_scientific_journal-4080	32	16	is	be	AUX
american_scientific_journal-4080	32	17	mainly	mainly	ADV
american_scientific_journal-4080	32	18	associated	associate	VERB
american_scientific_journal-4080	32	19	to	to	ADP
american_scientific_journal-4080	32	20	its	its	PRON
american_scientific_journal-4080	32	21	advantages	advantage	NOUN
american_scientific_journal-4080	32	22	over	over	ADP
american_scientific_journal-4080	32	23	other	other	ADJ
american_scientific_journal-4080	32	24	biometrics	biometric	NOUN
american_scientific_journal-4080	32	25	.	.	PUNCT
american_scientific_journal-4080	33	1	early	early	ADJ
american_scientific_journal-4080	33	2	face	face	NOUN
american_scientific_journal-4080	33	3	recognition	recognition	NOUN
american_scientific_journal-4080	33	4	algorithms	algorithm	NOUN
american_scientific_journal-4080	33	5	used	use	VERB
american_scientific_journal-4080	33	6	simple	simple	ADJ
american_scientific_journal-4080	33	7	geometric	geometric	ADJ
american_scientific_journal-4080	33	8	models	model	NOUN
american_scientific_journal-4080	33	9	,	,	PUNCT
american_scientific_journal-4080	33	10	but	but	CCONJ
american_scientific_journal-4080	33	11	the	the	DET
american_scientific_journal-4080	33	12	recognition	recognition	NOUN
american_scientific_journal-4080	33	13	process	process	NOUN
american_scientific_journal-4080	33	14	has	have	AUX
american_scientific_journal-4080	33	15	now	now	ADV
american_scientific_journal-4080	33	16	matured	mature	VERB
american_scientific_journal-4080	33	17	into	into	ADP
american_scientific_journal-4080	33	18	a	a	DET
american_scientific_journal-4080	33	19	science	science	NOUN
american_scientific_journal-4080	33	20	of	of	ADP
american_scientific_journal-4080	33	21	sophisticated	sophisticated	ADJ
american_scientific_journal-4080	33	22	mathematical	mathematical	ADJ
american_scientific_journal-4080	33	23	representations	representation	NOUN
american_scientific_journal-4080	33	24	and	and	CCONJ
american_scientific_journal-4080	33	25	matching	matching	NOUN
american_scientific_journal-4080	33	26	processes	process	NOUN
american_scientific_journal-4080	33	27	.	.	PUNCT
american_scientific_journal-4080	34	1	major	major	ADJ
american_scientific_journal-4080	34	2	advancements	advancement	NOUN
american_scientific_journal-4080	34	3	and	and	CCONJ
american_scientific_journal-4080	34	4	initiatives	initiative	NOUN
american_scientific_journal-4080	34	5	in	in	ADP
american_scientific_journal-4080	34	6	the	the	DET
american_scientific_journal-4080	34	7	past	past	ADJ
american_scientific_journal-4080	34	8	ten	ten	NUM
american_scientific_journal-4080	34	9	to	to	PART
american_scientific_journal-4080	34	10	fifteen	fifteen	NUM
american_scientific_journal-4080	34	11	years	year	NOUN
american_scientific_journal-4080	34	12	have	have	AUX
american_scientific_journal-4080	34	13	propelled	propel	VERB
american_scientific_journal-4080	34	14	face	face	NOUN
american_scientific_journal-4080	34	15	recognition	recognition	NOUN
american_scientific_journal-4080	34	16	technology	technology	NOUN
american_scientific_journal-4080	34	17	into	into	ADP
american_scientific_journal-4080	34	18	the	the	DET
american_scientific_journal-4080	34	19	spotlight	spotlight	NOUN
american_scientific_journal-4080	34	20	.	.	PUNCT
american_scientific_journal-4080	35	1	face	face	NOUN
american_scientific_journal-4080	35	2	recognition	recognition	NOUN
american_scientific_journal-4080	35	3	can	can	AUX
american_scientific_journal-4080	35	4	be	be	AUX
american_scientific_journal-4080	35	5	used	use	VERB
american_scientific_journal-4080	35	6	for	for	ADP
american_scientific_journal-4080	35	7	both	both	DET
american_scientific_journal-4080	35	8	verification	verification	NOUN
american_scientific_journal-4080	35	9	and	and	CCONJ
american_scientific_journal-4080	35	10	identification	identification	NOUN
american_scientific_journal-4080	35	11	(	(	PUNCT
american_scientific_journal-4080	35	12	open	open	NOUN
american_scientific_journal-4080	35	13	-	-	PUNCT
american_scientific_journal-4080	35	14	set	set	VERB
american_scientific_journal-4080	35	15	and	and	CCONJ
american_scientific_journal-4080	35	16	closed	closed	ADJ
american_scientific_journal-4080	35	17	-	-	PUNCT
american_scientific_journal-4080	35	18	set	set	NOUN
american_scientific_journal-4080	35	19	)	)	PUNCT
american_scientific_journal-4080	35	20	.	.	PUNCT
american_scientific_journal-4080	36	1	for	for	SCONJ
american_scientific_journal-4080	36	2	face	face	NOUN
american_scientific_journal-4080	36	3	recognition	recognition	NOUN
american_scientific_journal-4080	36	4	system	system	NOUN
american_scientific_journal-4080	36	5	to	to	PART
american_scientific_journal-4080	36	6	be	be	AUX
american_scientific_journal-4080	36	7	practical	practical	ADJ
american_scientific_journal-4080	36	8	,	,	PUNCT
american_scientific_journal-4080	36	9	it	it	PRON
american_scientific_journal-4080	36	10	should	should	AUX
american_scientific_journal-4080	36	11	be	be	AUX
american_scientific_journal-4080	36	12	robust	robust	ADJ
american_scientific_journal-4080	36	13	to	to	ADP
american_scientific_journal-4080	36	14	variations	variation	NOUN
american_scientific_journal-4080	36	15	in	in	ADP
american_scientific_journal-4080	36	16	illumination	illumination	NOUN
american_scientific_journal-4080	36	17	,	,	PUNCT
american_scientific_journal-4080	36	18	pose	pose	NOUN
american_scientific_journal-4080	36	19	and	and	CCONJ
american_scientific_journal-4080	36	20	expression	expression	NOUN
american_scientific_journal-4080	36	21	as	as	SCONJ
american_scientific_journal-4080	36	22	humans	human	NOUN
american_scientific_journal-4080	36	23	recognize	recognize	VERB
american_scientific_journal-4080	36	24	faces	face	NOUN
american_scientific_journal-4080	36	25	irrespective	irrespective	ADV
american_scientific_journal-4080	36	26	of	of	ADP
american_scientific_journal-4080	36	27	all	all	DET
american_scientific_journal-4080	36	28	these	these	DET
american_scientific_journal-4080	36	29	variations	variation	NOUN
american_scientific_journal-4080	36	30	.	.	PUNCT
american_scientific_journal-4080	37	1	psychological	psychological	ADJ
american_scientific_journal-4080	37	2	studies	study	NOUN
american_scientific_journal-4080	37	3	have	have	AUX
american_scientific_journal-4080	37	4	revealed	reveal	VERB
american_scientific_journal-4080	37	5	that	that	SCONJ
american_scientific_journal-4080	37	6	humans	human	NOUN
american_scientific_journal-4080	37	7	can	can	AUX
american_scientific_journal-4080	37	8	categorize	categorize	VERB
american_scientific_journal-4080	37	9	a	a	DET
american_scientific_journal-4080	37	10	human	human	ADJ
american_scientific_journal-4080	37	11	face	face	NOUN
american_scientific_journal-4080	37	12	at	at	ADP
american_scientific_journal-4080	37	13	a	a	DET
american_scientific_journal-4080	37	14	glance	glance	NOUN
american_scientific_journal-4080	37	15	and	and	CCONJ
american_scientific_journal-4080	37	16	recognize	recognize	VERB
american_scientific_journal-4080	37	17	the	the	DET
american_scientific_journal-4080	37	18	line	line	NOUN
american_scientific_journal-4080	37	19	drawings	drawing	NOUN
american_scientific_journal-4080	37	20	of	of	ADP
american_scientific_journal-4080	37	21	objects	object	NOUN
american_scientific_journal-4080	37	22	as	as	ADV
american_scientific_journal-4080	37	23	quickly	quickly	ADV
american_scientific_journal-4080	37	24	and	and	CCONJ
american_scientific_journal-4080	37	25	almost	almost	ADV
american_scientific_journal-4080	37	26	as	as	ADV
american_scientific_journal-4080	37	27	accurately	accurately	ADV
american_scientific_journal-4080	37	28	as	as	ADP
american_scientific_journal-4080	37	29	photographs	photograph	NOUN
american_scientific_journal-4080	37	30	[	[	X
american_scientific_journal-4080	37	31	4	4	NUM
american_scientific_journal-4080	37	32	]	]	PUNCT
american_scientific_journal-4080	37	33	.	.	PUNCT
american_scientific_journal-4080	38	1	it	it	PRON
american_scientific_journal-4080	38	2	is	be	AUX
american_scientific_journal-4080	38	3	suggested	suggest	VERB
american_scientific_journal-4080	38	4	that	that	SCONJ
american_scientific_journal-4080	38	5	the	the	DET
american_scientific_journal-4080	38	6	edge	edge	NOUN
american_scientific_journal-4080	38	7	-	-	PUNCT
american_scientific_journal-4080	38	8	like	like	ADJ
american_scientific_journal-4080	38	9	retinal	retinal	ADJ
american_scientific_journal-4080	38	10	images	image	NOUN
american_scientific_journal-4080	38	11	of	of	ADP
american_scientific_journal-4080	38	12	faces	face	NOUN
american_scientific_journal-4080	38	13	can	can	AUX
american_scientific_journal-4080	38	14	provide	provide	VERB
american_scientific_journal-4080	38	15	useful	useful	ADJ
american_scientific_journal-4080	38	16	information	information	NOUN
american_scientific_journal-4080	38	17	for	for	ADP
american_scientific_journal-4080	38	18	face	face	NOUN
american_scientific_journal-4080	38	19	identification	identification	NOUN
american_scientific_journal-4080	38	20	at	at	ADP
american_scientific_journal-4080	38	21	the	the	DET
american_scientific_journal-4080	38	22	level	level	NOUN
american_scientific_journal-4080	38	23	of	of	ADP
american_scientific_journal-4080	38	24	early	early	ADJ
american_scientific_journal-4080	38	25	vision	vision	NOUN
american_scientific_journal-4080	38	26	.	.	PUNCT
american_scientific_journal-4080	39	1	the	the	DET
american_scientific_journal-4080	39	2	advantage	advantage	NOUN
american_scientific_journal-4080	39	3	of	of	ADP
american_scientific_journal-4080	39	4	using	use	VERB
american_scientific_journal-4080	39	5	edges	edge	NOUN
american_scientific_journal-4080	39	6	as	as	ADP
american_scientific_journal-4080	39	7	image	image	NOUN
american_scientific_journal-4080	39	8	features	feature	NOUN
american_scientific_journal-4080	39	9	is	be	AUX
american_scientific_journal-4080	39	10	that	that	SCONJ
american_scientific_journal-4080	39	11	they	they	PRON
american_scientific_journal-4080	39	12	can	can	AUX
american_scientific_journal-4080	39	13	provide	provide	VERB
american_scientific_journal-4080	39	14	robustness	robustness	NOUN
american_scientific_journal-4080	39	15	to	to	ADP
american_scientific_journal-4080	39	16	illumination	illumination	NOUN
american_scientific_journal-4080	39	17	change	change	NOUN
american_scientific_journal-4080	39	18	and	and	CCONJ
american_scientific_journal-4080	39	19	simplicity	simplicity	NOUN
american_scientific_journal-4080	39	20	of	of	ADP
american_scientific_journal-4080	39	21	presentation	presentation	NOUN
american_scientific_journal-4080	39	22	.	.	PUNCT
american_scientific_journal-4080	40	1	this	this	DET
american_scientific_journal-4080	40	2	research	research	NOUN
american_scientific_journal-4080	40	3	focuses	focus	VERB
american_scientific_journal-4080	40	4	on	on	ADP
american_scientific_journal-4080	40	5	the	the	DET
american_scientific_journal-4080	40	6	use	use	NOUN
american_scientific_journal-4080	40	7	of	of	ADP
american_scientific_journal-4080	40	8	hausdorff	hausdorff	NOUN
american_scientific_journal-4080	40	9	distance	distance	NOUN
american_scientific_journal-4080	40	10	algorithm	algorithm	NOUN
american_scientific_journal-4080	40	11	for	for	ADP
american_scientific_journal-4080	40	12	facial	facial	ADJ
american_scientific_journal-4080	40	13	recognition	recognition	NOUN
american_scientific_journal-4080	40	14	.	.	PUNCT
american_scientific_journal-4080	41	1	the	the	DET
american_scientific_journal-4080	41	2	hausdorff	hausdorff	PROPN
american_scientific_journal-4080	41	3	distance	distance	PROPN
american_scientific_journal-4080	41	4	american	american	PROPN
american_scientific_journal-4080	41	5	scientific	scientific	ADJ
american_scientific_journal-4080	41	6	research	research	NOUN
american_scientific_journal-4080	41	7	journal	journal	NOUN
american_scientific_journal-4080	41	8	for	for	ADP
american_scientific_journal-4080	41	9	engineering	engineering	NOUN
american_scientific_journal-4080	41	10	,	,	PUNCT
american_scientific_journal-4080	41	11	technology	technology	NOUN
american_scientific_journal-4080	41	12	,	,	PUNCT
american_scientific_journal-4080	41	13	and	and	CCONJ
american_scientific_journal-4080	41	14	sciences	science	NOUN
american_scientific_journal-4080	41	15	(	(	PUNCT
american_scientific_journal-4080	41	16	asrjets	asrjet	NOUN
american_scientific_journal-4080	41	17	)	)	PUNCT
american_scientific_journal-4080	41	18	(	(	PUNCT
american_scientific_journal-4080	41	19	2018	2018	NUM
american_scientific_journal-4080	41	20	)	)	PUNCT
american_scientific_journal-4080	41	21	volume	volume	NOUN
american_scientific_journal-4080	41	22	43	43	NUM
american_scientific_journal-4080	41	23	,	,	PUNCT
american_scientific_journal-4080	41	24	no	no	DET
american_scientific_journal-4080	41	25	1	1	NUM
american_scientific_journal-4080	41	26	,	,	PUNCT
american_scientific_journal-4080	41	27	pp	pp	ADV
american_scientific_journal-4080	41	28	44	44	NUM
american_scientific_journal-4080	41	29	-	-	SYM
american_scientific_journal-4080	41	30	60	60	NUM
american_scientific_journal-4080	41	31	46	46	NUM
american_scientific_journal-4080	41	32	is	be	AUX
american_scientific_journal-4080	41	33	a	a	DET
american_scientific_journal-4080	41	34	metric	metric	NOUN
american_scientific_journal-4080	41	35	between	between	ADP
american_scientific_journal-4080	41	36	two	two	NUM
american_scientific_journal-4080	41	37	point	point	NOUN
american_scientific_journal-4080	41	38	sets	set	NOUN
american_scientific_journal-4080	41	39	.	.	PUNCT
american_scientific_journal-4080	42	1	in	in	ADP
american_scientific_journal-4080	42	2	object	object	NOUN
american_scientific_journal-4080	42	3	recognition	recognition	NOUN
american_scientific_journal-4080	42	4	,	,	PUNCT
american_scientific_journal-4080	42	5	as	as	SCONJ
american_scientific_journal-4080	42	6	shape	shape	NOUN
american_scientific_journal-4080	42	7	information	information	NOUN
american_scientific_journal-4080	42	8	plays	play	VERB
american_scientific_journal-4080	42	9	a	a	DET
american_scientific_journal-4080	42	10	decisive	decisive	ADJ
american_scientific_journal-4080	42	11	role	role	NOUN
american_scientific_journal-4080	42	12	,	,	PUNCT
american_scientific_journal-4080	42	13	hausdorff	hausdorff	NOUN
american_scientific_journal-4080	42	14	distance	distance	NOUN
american_scientific_journal-4080	42	15	between	between	ADP
american_scientific_journal-4080	42	16	edge	edge	NOUN
american_scientific_journal-4080	42	17	images	image	NOUN
american_scientific_journal-4080	42	18	is	be	AUX
american_scientific_journal-4080	42	19	a	a	DET
american_scientific_journal-4080	42	20	suitable	suitable	ADJ
american_scientific_journal-4080	42	21	measure	measure	NOUN
american_scientific_journal-4080	42	22	for	for	ADP
american_scientific_journal-4080	42	23	comparison	comparison	NOUN
american_scientific_journal-4080	42	24	.	.	PUNCT
american_scientific_journal-4080	43	1	2	2	X
american_scientific_journal-4080	43	2	.	.	X
american_scientific_journal-4080	43	3	biometric	biometric	ADJ
american_scientific_journal-4080	43	4	system	system	NOUN
american_scientific_journal-4080	43	5	the	the	DET
american_scientific_journal-4080	43	6	term	term	NOUN
american_scientific_journal-4080	43	7	“	"	PUNCT
american_scientific_journal-4080	43	8	biometric	biometric	ADJ
american_scientific_journal-4080	43	9	”	"	PUNCT
american_scientific_journal-4080	43	10	refers	refer	VERB
american_scientific_journal-4080	43	11	to	to	ADP
american_scientific_journal-4080	43	12	metric	metric	ADJ
american_scientific_journal-4080	43	13	related	relate	VERB
american_scientific_journal-4080	43	14	to	to	ADP
american_scientific_journal-4080	43	15	human	human	ADJ
american_scientific_journal-4080	43	16	physiological	physiological	ADJ
american_scientific_journal-4080	43	17	or	or	CCONJ
american_scientific_journal-4080	43	18	behavioral	behavioral	ADJ
american_scientific_journal-4080	43	19	characteristic	characteristic	NOUN
american_scientific_journal-4080	43	20	that	that	PRON
american_scientific_journal-4080	43	21	can	can	AUX
american_scientific_journal-4080	43	22	be	be	AUX
american_scientific_journal-4080	43	23	used	use	VERB
american_scientific_journal-4080	43	24	to	to	PART
american_scientific_journal-4080	43	25	establish	establish	VERB
american_scientific_journal-4080	43	26	authentication	authentication	NOUN
american_scientific_journal-4080	43	27	or	or	CCONJ
american_scientific_journal-4080	43	28	verification	verification	NOUN
american_scientific_journal-4080	43	29	.	.	PUNCT
american_scientific_journal-4080	44	1	biometric	biometric	ADJ
american_scientific_journal-4080	44	2	identifiers	identifier	NOUN
american_scientific_journal-4080	44	3	are	be	AUX
american_scientific_journal-4080	44	4	the	the	DET
american_scientific_journal-4080	44	5	distinctive	distinctive	ADJ
american_scientific_journal-4080	44	6	,	,	PUNCT
american_scientific_journal-4080	44	7	measurable	measurable	ADJ
american_scientific_journal-4080	44	8	characteristics	characteristic	NOUN
american_scientific_journal-4080	44	9	used	use	VERB
american_scientific_journal-4080	44	10	to	to	PART
american_scientific_journal-4080	44	11	label	label	VERB
american_scientific_journal-4080	44	12	and	and	CCONJ
american_scientific_journal-4080	44	13	describe	describe	VERB
american_scientific_journal-4080	44	14	individuals	individual	NOUN
american_scientific_journal-4080	44	15	[	[	X
american_scientific_journal-4080	44	16	5	5	NUM
american_scientific_journal-4080	44	17	]	]	PUNCT
american_scientific_journal-4080	44	18	.	.	PUNCT
american_scientific_journal-4080	45	1	the	the	DET
american_scientific_journal-4080	45	2	scientific	scientific	ADJ
american_scientific_journal-4080	45	3	literature	literature	NOUN
american_scientific_journal-4080	45	4	on	on	ADP
american_scientific_journal-4080	45	5	quantitative	quantitative	ADJ
american_scientific_journal-4080	45	6	measurement	measurement	NOUN
american_scientific_journal-4080	45	7	of	of	ADP
american_scientific_journal-4080	45	8	humans	human	NOUN
american_scientific_journal-4080	45	9	for	for	ADP
american_scientific_journal-4080	45	10	the	the	DET
american_scientific_journal-4080	45	11	purpose	purpose	NOUN
american_scientific_journal-4080	45	12	of	of	ADP
american_scientific_journal-4080	45	13	identification	identification	NOUN
american_scientific_journal-4080	45	14	dates	date	VERB
american_scientific_journal-4080	45	15	back	back	ADV
american_scientific_journal-4080	45	16	to	to	ADP
american_scientific_journal-4080	45	17	the	the	DET
american_scientific_journal-4080	45	18	1870s	1870	NOUN
american_scientific_journal-4080	45	19	and	and	CCONJ
american_scientific_journal-4080	45	20	the	the	DET
american_scientific_journal-4080	45	21	measurement	measurement	NOUN
american_scientific_journal-4080	45	22	system	system	NOUN
american_scientific_journal-4080	45	23	of	of	ADP
american_scientific_journal-4080	45	24	alphonse	alphonse	NOUN
american_scientific_journal-4080	45	25	bertillon	bertillon	NOUN
american_scientific_journal-4080	46	1	[	[	X
american_scientific_journal-4080	46	2	6	6	NUM
american_scientific_journal-4080	46	3	]	]	PUNCT
american_scientific_journal-4080	46	4	.	.	PUNCT
american_scientific_journal-4080	47	1	bertillon	bertillon	NOUN
american_scientific_journal-4080	47	2	’s	’s	PART
american_scientific_journal-4080	47	3	system	system	NOUN
american_scientific_journal-4080	47	4	of	of	ADP
american_scientific_journal-4080	47	5	body	body	NOUN
american_scientific_journal-4080	47	6	measurements	measurement	NOUN
american_scientific_journal-4080	47	7	,	,	PUNCT
american_scientific_journal-4080	47	8	including	include	VERB
american_scientific_journal-4080	47	9	such	such	ADJ
american_scientific_journal-4080	47	10	measures	measure	NOUN
american_scientific_journal-4080	47	11	as	as	ADP
american_scientific_journal-4080	47	12	skull	skull	NOUN
american_scientific_journal-4080	47	13	diameter	diameter	NOUN
american_scientific_journal-4080	47	14	and	and	CCONJ
american_scientific_journal-4080	47	15	arm	arm	NOUN
american_scientific_journal-4080	47	16	and	and	CCONJ
american_scientific_journal-4080	47	17	foot	foot	NOUN
american_scientific_journal-4080	47	18	length	length	NOUN
american_scientific_journal-4080	47	19	,	,	PUNCT
american_scientific_journal-4080	47	20	was	be	AUX
american_scientific_journal-4080	47	21	used	use	VERB
american_scientific_journal-4080	47	22	in	in	ADP
american_scientific_journal-4080	47	23	the	the	DET
american_scientific_journal-4080	47	24	usa	usa	PROPN
american_scientific_journal-4080	47	25	to	to	PART
american_scientific_journal-4080	47	26	identify	identify	VERB
american_scientific_journal-4080	47	27	prisoners	prisoner	NOUN
american_scientific_journal-4080	47	28	until	until	ADP
american_scientific_journal-4080	47	29	the	the	DET
american_scientific_journal-4080	47	30	1920s	1920s	NUM
american_scientific_journal-4080	47	31	.	.	PUNCT
american_scientific_journal-4080	48	1	henry	henry	PROPN
american_scientific_journal-4080	48	2	faulds	faulds	PROPN
american_scientific_journal-4080	48	3	,	,	PUNCT
american_scientific_journal-4080	48	4	william	william	PROPN
american_scientific_journal-4080	48	5	herschel	herschel	PROPN
american_scientific_journal-4080	48	6	and	and	CCONJ
american_scientific_journal-4080	48	7	sir	sir	PROPN
american_scientific_journal-4080	48	8	francis	francis	PROPN
american_scientific_journal-4080	48	9	galton	galton	PROPN
american_scientific_journal-4080	48	10	proposed	propose	VERB
american_scientific_journal-4080	48	11	quantitative	quantitative	ADJ
american_scientific_journal-4080	48	12	identification	identification	NOUN
american_scientific_journal-4080	48	13	through	through	ADP
american_scientific_journal-4080	48	14	fingerprint	fingerprint	NOUN
american_scientific_journal-4080	48	15	and	and	CCONJ
american_scientific_journal-4080	48	16	facial	facial	ADJ
american_scientific_journal-4080	48	17	measurements	measurement	NOUN
american_scientific_journal-4080	48	18	in	in	ADP
american_scientific_journal-4080	48	19	the	the	DET
american_scientific_journal-4080	48	20	1880s	1880	NOUN
american_scientific_journal-4080	48	21	[	[	X
american_scientific_journal-4080	48	22	5	5	NUM
american_scientific_journal-4080	48	23	]	]	PUNCT
american_scientific_journal-4080	48	24	.	.	PUNCT
american_scientific_journal-4080	49	1	the	the	DET
american_scientific_journal-4080	49	2	development	development	NOUN
american_scientific_journal-4080	49	3	of	of	ADP
american_scientific_journal-4080	49	4	digital	digital	ADJ
american_scientific_journal-4080	49	5	signal	signal	NOUN
american_scientific_journal-4080	49	6	processing	processing	NOUN
american_scientific_journal-4080	49	7	techniques	technique	NOUN
american_scientific_journal-4080	49	8	in	in	ADP
american_scientific_journal-4080	49	9	the	the	DET
american_scientific_journal-4080	49	10	1960s	1960	NOUN
american_scientific_journal-4080	49	11	led	lead	VERB
american_scientific_journal-4080	49	12	immediately	immediately	ADV
american_scientific_journal-4080	49	13	to	to	PART
american_scientific_journal-4080	49	14	work	work	VERB
american_scientific_journal-4080	49	15	in	in	ADP
american_scientific_journal-4080	49	16	automating	automate	VERB
american_scientific_journal-4080	49	17	human	human	ADJ
american_scientific_journal-4080	49	18	identification	identification	NOUN
american_scientific_journal-4080	49	19	.	.	PUNCT
american_scientific_journal-4080	50	1	speech	speech	NOUN
american_scientific_journal-4080	50	2	and	and	CCONJ
american_scientific_journal-4080	50	3	fingerprint	fingerprint	NOUN
american_scientific_journal-4080	50	4	recognition	recognition	NOUN
american_scientific_journal-4080	50	5	systems	system	NOUN
american_scientific_journal-4080	50	6	were	be	AUX
american_scientific_journal-4080	50	7	among	among	ADP
american_scientific_journal-4080	50	8	the	the	DET
american_scientific_journal-4080	50	9	first	first	ADJ
american_scientific_journal-4080	50	10	to	to	PART
american_scientific_journal-4080	50	11	be	be	AUX
american_scientific_journal-4080	50	12	explored	explore	VERB
american_scientific_journal-4080	50	13	[	[	PUNCT
american_scientific_journal-4080	50	14	7	7	NUM
american_scientific_journal-4080	50	15	]	]	PUNCT
american_scientific_journal-4080	50	16	.	.	PUNCT
american_scientific_journal-4080	51	1	the	the	DET
american_scientific_journal-4080	51	2	potential	potential	NOUN
american_scientific_journal-4080	51	3	for	for	ADP
american_scientific_journal-4080	51	4	application	application	NOUN
american_scientific_journal-4080	51	5	of	of	ADP
american_scientific_journal-4080	51	6	this	this	DET
american_scientific_journal-4080	51	7	technology	technology	NOUN
american_scientific_journal-4080	51	8	to	to	ADP
american_scientific_journal-4080	51	9	high	high	ADJ
american_scientific_journal-4080	51	10	-	-	PUNCT
american_scientific_journal-4080	51	11	security	security	NOUN
american_scientific_journal-4080	51	12	access	access	NOUN
american_scientific_journal-4080	51	13	control	control	NOUN
american_scientific_journal-4080	51	14	,	,	PUNCT
american_scientific_journal-4080	51	15	personal	personal	ADJ
american_scientific_journal-4080	51	16	locks	lock	NOUN
american_scientific_journal-4080	51	17	and	and	CCONJ
american_scientific_journal-4080	51	18	financial	financial	ADJ
american_scientific_journal-4080	51	19	transactions	transaction	NOUN
american_scientific_journal-4080	51	20	was	be	AUX
american_scientific_journal-4080	51	21	recognized	recognize	VERB
american_scientific_journal-4080	51	22	in	in	ADP
american_scientific_journal-4080	51	23	the	the	DET
american_scientific_journal-4080	51	24	early	early	ADJ
american_scientific_journal-4080	51	25	1960s	1960	NOUN
american_scientific_journal-4080	51	26	[	[	X
american_scientific_journal-4080	51	27	8	8	NUM
american_scientific_journal-4080	51	28	]	]	PUNCT
american_scientific_journal-4080	51	29	.	.	PUNCT
american_scientific_journal-4080	52	1	the	the	DET
american_scientific_journal-4080	52	2	1970s	1970	NOUN
american_scientific_journal-4080	52	3	saw	see	VERB
american_scientific_journal-4080	52	4	development	development	NOUN
american_scientific_journal-4080	52	5	and	and	CCONJ
american_scientific_journal-4080	52	6	deployment	deployment	NOUN
american_scientific_journal-4080	52	7	of	of	ADP
american_scientific_journal-4080	52	8	hand	hand	NOUN
american_scientific_journal-4080	52	9	geometry	geometry	NOUN
american_scientific_journal-4080	52	10	systems	system	NOUN
american_scientific_journal-4080	52	11	[	[	X
american_scientific_journal-4080	52	12	7	7	NUM
american_scientific_journal-4080	52	13	]	]	PUNCT
american_scientific_journal-4080	52	14	,	,	PUNCT
american_scientific_journal-4080	52	15	the	the	DET
american_scientific_journal-4080	52	16	start	start	NOUN
american_scientific_journal-4080	52	17	of	of	ADP
american_scientific_journal-4080	52	18	large	large	ADJ
american_scientific_journal-4080	52	19	-	-	PUNCT
american_scientific_journal-4080	52	20	scale	scale	NOUN
american_scientific_journal-4080	52	21	testing	testing	NOUN
american_scientific_journal-4080	52	22	and	and	CCONJ
american_scientific_journal-4080	52	23	increasing	increase	VERB
american_scientific_journal-4080	52	24	interest	interest	NOUN
american_scientific_journal-4080	52	25	in	in	ADP
american_scientific_journal-4080	52	26	government	government	NOUN
american_scientific_journal-4080	52	27	use	use	NOUN
american_scientific_journal-4080	52	28	of	of	ADP
american_scientific_journal-4080	52	29	these	these	DET
american_scientific_journal-4080	52	30	“	"	PUNCT
american_scientific_journal-4080	52	31	automated	automate	VERB
american_scientific_journal-4080	52	32	personal	personal	ADJ
american_scientific_journal-4080	52	33	identification	identification	NOUN
american_scientific_journal-4080	52	34	”	"	PUNCT
american_scientific_journal-4080	52	35	technologies	technology	NOUN
american_scientific_journal-4080	52	36	.	.	PUNCT
american_scientific_journal-4080	53	1	retinal	retinal	ADJ
american_scientific_journal-4080	53	2	and	and	CCONJ
american_scientific_journal-4080	53	3	signature	signature	NOUN
american_scientific_journal-4080	53	4	verification	verification	NOUN
american_scientific_journal-4080	53	5	systems	system	NOUN
american_scientific_journal-4080	53	6	came	come	VERB
american_scientific_journal-4080	53	7	in	in	ADP
american_scientific_journal-4080	53	8	the	the	DET
american_scientific_journal-4080	53	9	1980s	1980s	NUM
american_scientific_journal-4080	53	10	,	,	PUNCT
american_scientific_journal-4080	53	11	followed	follow	VERB
american_scientific_journal-4080	53	12	by	by	ADP
american_scientific_journal-4080	53	13	face	face	NOUN
american_scientific_journal-4080	53	14	systems	system	NOUN
american_scientific_journal-4080	53	15	.	.	PUNCT
american_scientific_journal-4080	54	1	iris	iris	NOUN
american_scientific_journal-4080	54	2	recognition	recognition	PROPN
american_scientific_journal-4080	54	3	systems	system	NOUN
american_scientific_journal-4080	54	4	were	be	AUX
american_scientific_journal-4080	54	5	developed	develop	VERB
american_scientific_journal-4080	54	6	in	in	ADP
american_scientific_journal-4080	54	7	the	the	DET
american_scientific_journal-4080	54	8	1990s	1990s	NUM
american_scientific_journal-4080	54	9	.	.	PUNCT
american_scientific_journal-4080	55	1	3	3	X
american_scientific_journal-4080	55	2	.	.	X
american_scientific_journal-4080	55	3	face	face	NOUN
american_scientific_journal-4080	55	4	recognition	recognition	NOUN
american_scientific_journal-4080	55	5	face	face	NOUN
american_scientific_journal-4080	55	6	recognition	recognition	NOUN
american_scientific_journal-4080	55	7	is	be	AUX
american_scientific_journal-4080	55	8	a	a	DET
american_scientific_journal-4080	55	9	task	task	NOUN
american_scientific_journal-4080	55	10	that	that	PRON
american_scientific_journal-4080	55	11	humans	human	NOUN
american_scientific_journal-4080	55	12	perform	perform	VERB
american_scientific_journal-4080	55	13	routinely	routinely	ADV
american_scientific_journal-4080	55	14	and	and	CCONJ
american_scientific_journal-4080	55	15	effortlessly	effortlessly	ADV
american_scientific_journal-4080	55	16	in	in	ADP
american_scientific_journal-4080	55	17	their	their	PRON
american_scientific_journal-4080	55	18	daily	daily	ADJ
american_scientific_journal-4080	55	19	lives	life	NOUN
american_scientific_journal-4080	55	20	.	.	PUNCT
american_scientific_journal-4080	56	1	wide	wide	ADJ
american_scientific_journal-4080	56	2	availability	availability	NOUN
american_scientific_journal-4080	56	3	of	of	ADP
american_scientific_journal-4080	56	4	powerful	powerful	ADJ
american_scientific_journal-4080	56	5	and	and	CCONJ
american_scientific_journal-4080	56	6	low	low	ADJ
american_scientific_journal-4080	56	7	-	-	PUNCT
american_scientific_journal-4080	56	8	cost	cost	NOUN
american_scientific_journal-4080	56	9	desktop	desktop	NOUN
american_scientific_journal-4080	56	10	and	and	CCONJ
american_scientific_journal-4080	56	11	embedded	embed	VERB
american_scientific_journal-4080	56	12	computing	computing	NOUN
american_scientific_journal-4080	56	13	systems	system	NOUN
american_scientific_journal-4080	56	14	has	have	AUX
american_scientific_journal-4080	56	15	created	create	VERB
american_scientific_journal-4080	56	16	an	an	DET
american_scientific_journal-4080	56	17	enormous	enormous	ADJ
american_scientific_journal-4080	56	18	interest	interest	NOUN
american_scientific_journal-4080	56	19	in	in	ADP
american_scientific_journal-4080	56	20	automatic	automatic	ADJ
american_scientific_journal-4080	56	21	processing	processing	NOUN
american_scientific_journal-4080	56	22	of	of	ADP
american_scientific_journal-4080	56	23	digital	digital	ADJ
american_scientific_journal-4080	56	24	images	image	NOUN
american_scientific_journal-4080	56	25	and	and	CCONJ
american_scientific_journal-4080	56	26	videos	video	NOUN
american_scientific_journal-4080	56	27	in	in	ADP
american_scientific_journal-4080	56	28	a	a	DET
american_scientific_journal-4080	56	29	number	number	NOUN
american_scientific_journal-4080	56	30	of	of	ADP
american_scientific_journal-4080	56	31	applications	application	NOUN
american_scientific_journal-4080	56	32	,	,	PUNCT
american_scientific_journal-4080	56	33	including	include	VERB
american_scientific_journal-4080	56	34	biometric	biometric	ADJ
american_scientific_journal-4080	56	35	authentication	authentication	NOUN
american_scientific_journal-4080	56	36	,	,	PUNCT
american_scientific_journal-4080	56	37	surveillance	surveillance	NOUN
american_scientific_journal-4080	56	38	,	,	PUNCT
american_scientific_journal-4080	56	39	human	human	ADJ
american_scientific_journal-4080	56	40	-	-	PUNCT
american_scientific_journal-4080	56	41	computer	computer	NOUN
american_scientific_journal-4080	56	42	interaction	interaction	NOUN
american_scientific_journal-4080	56	43	,	,	PUNCT
american_scientific_journal-4080	56	44	and	and	CCONJ
american_scientific_journal-4080	56	45	multimedia	multimedia	NOUN
american_scientific_journal-4080	56	46	management	management	NOUN
american_scientific_journal-4080	56	47	.	.	PUNCT
american_scientific_journal-4080	57	1	research	research	NOUN
american_scientific_journal-4080	57	2	and	and	CCONJ
american_scientific_journal-4080	57	3	development	development	NOUN
american_scientific_journal-4080	57	4	in	in	ADP
american_scientific_journal-4080	57	5	automatic	automatic	ADJ
american_scientific_journal-4080	57	6	face	face	NOUN
american_scientific_journal-4080	57	7	recognition	recognition	NOUN
american_scientific_journal-4080	57	8	follows	follow	VERB
american_scientific_journal-4080	57	9	naturally	naturally	ADV
american_scientific_journal-4080	57	10	.	.	PUNCT
american_scientific_journal-4080	58	1	research	research	NOUN
american_scientific_journal-4080	58	2	in	in	ADP
american_scientific_journal-4080	58	3	face	face	NOUN
american_scientific_journal-4080	58	4	recognition	recognition	NOUN
american_scientific_journal-4080	58	5	is	be	AUX
american_scientific_journal-4080	58	6	motivated	motivate	VERB
american_scientific_journal-4080	58	7	not	not	PART
american_scientific_journal-4080	58	8	only	only	ADV
american_scientific_journal-4080	58	9	by	by	ADP
american_scientific_journal-4080	58	10	the	the	DET
american_scientific_journal-4080	58	11	fundamental	fundamental	ADJ
american_scientific_journal-4080	58	12	challenges	challenge	NOUN
american_scientific_journal-4080	58	13	this	this	DET
american_scientific_journal-4080	58	14	recognition	recognition	NOUN
american_scientific_journal-4080	58	15	problem	problem	NOUN
american_scientific_journal-4080	58	16	poses	pose	NOUN
american_scientific_journal-4080	58	17	but	but	CCONJ
american_scientific_journal-4080	58	18	also	also	ADV
american_scientific_journal-4080	58	19	by	by	ADP
american_scientific_journal-4080	58	20	numerous	numerous	ADJ
american_scientific_journal-4080	58	21	practical	practical	ADJ
american_scientific_journal-4080	58	22	applications	application	NOUN
american_scientific_journal-4080	58	23	where	where	SCONJ
american_scientific_journal-4080	58	24	human	human	ADJ
american_scientific_journal-4080	58	25	identification	identification	NOUN
american_scientific_journal-4080	58	26	is	be	AUX
american_scientific_journal-4080	58	27	needed	need	VERB
american_scientific_journal-4080	58	28	[	[	PUNCT
american_scientific_journal-4080	58	29	9	9	NUM
american_scientific_journal-4080	58	30	]	]	PUNCT
american_scientific_journal-4080	58	31	.	.	PUNCT
american_scientific_journal-4080	59	1	face	face	NOUN
american_scientific_journal-4080	59	2	recognition	recognition	NOUN
american_scientific_journal-4080	59	3	,	,	PUNCT
american_scientific_journal-4080	59	4	as	as	ADP
american_scientific_journal-4080	59	5	one	one	NUM
american_scientific_journal-4080	59	6	of	of	ADP
american_scientific_journal-4080	59	7	the	the	DET
american_scientific_journal-4080	59	8	primary	primary	ADJ
american_scientific_journal-4080	59	9	biometric	biometric	ADJ
american_scientific_journal-4080	59	10	technologies	technology	NOUN
american_scientific_journal-4080	59	11	,	,	PUNCT
american_scientific_journal-4080	59	12	became	become	VERB
american_scientific_journal-4080	59	13	more	more	ADV
american_scientific_journal-4080	59	14	and	and	CCONJ
american_scientific_journal-4080	59	15	more	more	ADV
american_scientific_journal-4080	59	16	important	important	ADJ
american_scientific_journal-4080	59	17	owing	owe	VERB
american_scientific_journal-4080	59	18	to	to	ADP
american_scientific_journal-4080	59	19	rapid	rapid	ADJ
american_scientific_journal-4080	59	20	advances	advance	NOUN
american_scientific_journal-4080	59	21	in	in	ADP
american_scientific_journal-4080	59	22	technologies	technology	NOUN
american_scientific_journal-4080	59	23	such	such	ADJ
american_scientific_journal-4080	59	24	as	as	ADP
american_scientific_journal-4080	59	25	digital	digital	ADJ
american_scientific_journal-4080	59	26	cameras	camera	NOUN
american_scientific_journal-4080	59	27	,	,	PUNCT
american_scientific_journal-4080	59	28	the	the	DET
american_scientific_journal-4080	59	29	internet	internet	NOUN
american_scientific_journal-4080	59	30	and	and	CCONJ
american_scientific_journal-4080	59	31	mobile	mobile	ADJ
american_scientific_journal-4080	59	32	devices	device	NOUN
american_scientific_journal-4080	59	33	,	,	PUNCT
american_scientific_journal-4080	59	34	and	and	CCONJ
american_scientific_journal-4080	59	35	increased	increase	VERB
american_scientific_journal-4080	59	36	demands	demand	NOUN
american_scientific_journal-4080	59	37	on	on	ADP
american_scientific_journal-4080	59	38	security	security	NOUN
american_scientific_journal-4080	59	39	.	.	PUNCT
american_scientific_journal-4080	60	1	face	face	NOUN
american_scientific_journal-4080	60	2	recognition	recognition	NOUN
american_scientific_journal-4080	60	3	has	have	VERB
american_scientific_journal-4080	60	4	several	several	ADJ
american_scientific_journal-4080	60	5	advantages	advantage	NOUN
american_scientific_journal-4080	60	6	over	over	ADP
american_scientific_journal-4080	60	7	other	other	ADJ
american_scientific_journal-4080	60	8	biometric	biometric	ADJ
american_scientific_journal-4080	60	9	technologies	technology	NOUN
american_scientific_journal-4080	60	10	:	:	PUNCT
american_scientific_journal-4080	60	11	it	it	PRON
american_scientific_journal-4080	60	12	is	be	AUX
american_scientific_journal-4080	60	13	natural	natural	ADJ
american_scientific_journal-4080	60	14	,	,	PUNCT
american_scientific_journal-4080	60	15	nonintrusive	nonintrusive	ADJ
american_scientific_journal-4080	60	16	,	,	PUNCT
american_scientific_journal-4080	60	17	and	and	CCONJ
american_scientific_journal-4080	60	18	easy	easy	ADJ
american_scientific_journal-4080	60	19	to	to	PART
american_scientific_journal-4080	60	20	use	use	VERB
american_scientific_journal-4080	60	21	.	.	PUNCT
american_scientific_journal-4080	61	1	among	among	ADP
american_scientific_journal-4080	61	2	the	the	DET
american_scientific_journal-4080	61	3	six	six	NUM
american_scientific_journal-4080	61	4	biometric	biometric	ADJ
american_scientific_journal-4080	61	5	attributes	attribute	NOUN
american_scientific_journal-4080	61	6	considered	consider	VERB
american_scientific_journal-4080	61	7	by	by	ADP
american_scientific_journal-4080	61	8	[	[	X
american_scientific_journal-4080	61	9	10	10	NUM
american_scientific_journal-4080	61	10	]	]	PUNCT
american_scientific_journal-4080	61	11	,	,	PUNCT
american_scientific_journal-4080	61	12	facial	facial	ADJ
american_scientific_journal-4080	61	13	features	feature	NOUN
american_scientific_journal-4080	61	14	scored	score	VERB
american_scientific_journal-4080	61	15	the	the	DET
american_scientific_journal-4080	61	16	highest	high	ADJ
american_scientific_journal-4080	61	17	compatibility	compatibility	NOUN
american_scientific_journal-4080	61	18	in	in	ADP
american_scientific_journal-4080	61	19	a	a	DET
american_scientific_journal-4080	61	20	machine	machine	NOUN
american_scientific_journal-4080	61	21	readable	readable	ADJ
american_scientific_journal-4080	61	22	travel	travel	NOUN
american_scientific_journal-4080	61	23	documents	document	NOUN
american_scientific_journal-4080	61	24	(	(	PUNCT
american_scientific_journal-4080	61	25	mrtd	mrtd	NOUN
american_scientific_journal-4080	61	26	)	)	PUNCT
american_scientific_journal-4080	62	1	[	[	X
american_scientific_journal-4080	62	2	11	11	NUM
american_scientific_journal-4080	62	3	]	]	PUNCT
american_scientific_journal-4080	62	4	system	system	NOUN
american_scientific_journal-4080	62	5	based	base	VERB
american_scientific_journal-4080	62	6	on	on	ADP
american_scientific_journal-4080	62	7	a	a	DET
american_scientific_journal-4080	62	8	number	number	NOUN
american_scientific_journal-4080	62	9	of	of	ADP
american_scientific_journal-4080	62	10	evaluation	evaluation	NOUN
american_scientific_journal-4080	62	11	factors	factor	NOUN
american_scientific_journal-4080	62	12	,	,	PUNCT
american_scientific_journal-4080	62	13	such	such	ADJ
american_scientific_journal-4080	62	14	as	as	ADP
american_scientific_journal-4080	62	15	enrollment	enrollment	NOUN
american_scientific_journal-4080	62	16	,	,	PUNCT
american_scientific_journal-4080	62	17	renewal	renewal	NOUN
american_scientific_journal-4080	62	18	,	,	PUNCT
american_scientific_journal-4080	62	19	machine	machine	NOUN
american_scientific_journal-4080	62	20	requirements	requirement	NOUN
american_scientific_journal-4080	62	21	,	,	PUNCT
american_scientific_journal-4080	62	22	and	and	CCONJ
american_scientific_journal-4080	62	23	public	public	ADJ
american_scientific_journal-4080	62	24	perception	perception	NOUN
american_scientific_journal-4080	62	25	,	,	PUNCT
american_scientific_journal-4080	62	26	shown	show	VERB
american_scientific_journal-4080	62	27	in	in	ADP
american_scientific_journal-4080	62	28	figure	figure	NOUN
american_scientific_journal-4080	62	29	1a	1a	PROPN
american_scientific_journal-4080	62	30	&	&	CCONJ
american_scientific_journal-4080	62	31	1b	1b	NUM
american_scientific_journal-4080	62	32	.	.	PUNCT
american_scientific_journal-4080	63	1	a	a	DET
american_scientific_journal-4080	63	2	face	face	NOUN
american_scientific_journal-4080	63	3	recognition	recognition	NOUN
american_scientific_journal-4080	63	4	system	system	NOUN
american_scientific_journal-4080	63	5	is	be	AUX
american_scientific_journal-4080	63	6	expected	expect	VERB
american_scientific_journal-4080	63	7	to	to	PART
american_scientific_journal-4080	63	8	identify	identify	VERB
american_scientific_journal-4080	63	9	faces	face	NOUN
american_scientific_journal-4080	63	10	present	present	ADJ
american_scientific_journal-4080	63	11	in	in	ADP
american_scientific_journal-4080	63	12	images	image	NOUN
american_scientific_journal-4080	63	13	and	and	CCONJ
american_scientific_journal-4080	63	14	videos	video	NOUN
american_scientific_journal-4080	63	15	automatically	automatically	ADV
american_scientific_journal-4080	63	16	.	.	PUNCT
american_scientific_journal-4080	64	1	it	it	PRON
american_scientific_journal-4080	64	2	can	can	AUX
american_scientific_journal-4080	64	3	operate	operate	VERB
american_scientific_journal-4080	64	4	in	in	ADP
american_scientific_journal-4080	64	5	either	either	PRON
american_scientific_journal-4080	64	6	or	or	CCONJ
american_scientific_journal-4080	64	7	both	both	PRON
american_scientific_journal-4080	64	8	of	of	ADP
american_scientific_journal-4080	64	9	two	two	NUM
american_scientific_journal-4080	64	10	modes	mode	NOUN
american_scientific_journal-4080	64	11	:	:	PUNCT
american_scientific_journal-4080	64	12	(	(	PUNCT
american_scientific_journal-4080	64	13	1	1	X
american_scientific_journal-4080	64	14	)	)	PUNCT
american_scientific_journal-4080	64	15	face	face	NOUN
american_scientific_journal-4080	64	16	verification	verification	NOUN
american_scientific_journal-4080	64	17	(	(	PUNCT
american_scientific_journal-4080	64	18	or	or	CCONJ
american_scientific_journal-4080	64	19	authentication	authentication	NOUN
american_scientific_journal-4080	64	20	)	)	PUNCT
american_scientific_journal-4080	64	21	,	,	PUNCT
american_scientific_journal-4080	64	22	and	and	CCONJ
american_scientific_journal-4080	64	23	(	(	PUNCT
american_scientific_journal-4080	64	24	2	2	X
american_scientific_journal-4080	64	25	)	)	PUNCT
american_scientific_journal-4080	64	26	face	face	NOUN
american_scientific_journal-4080	64	27	identification	identification	NOUN
american_scientific_journal-4080	64	28	(	(	PUNCT
american_scientific_journal-4080	64	29	or	or	CCONJ
american_scientific_journal-4080	64	30	recognition	recognition	NOUN
american_scientific_journal-4080	64	31	)	)	PUNCT
american_scientific_journal-4080	64	32	.	.	PUNCT
american_scientific_journal-4080	65	1	face	face	NOUN
american_scientific_journal-4080	65	2	verification	verification	NOUN
american_scientific_journal-4080	65	3	involves	involve	VERB
american_scientific_journal-4080	65	4	a	a	DET
american_scientific_journal-4080	65	5	one	one	NUM
american_scientific_journal-4080	65	6	-	-	PUNCT
american_scientific_journal-4080	65	7	to	to	ADP
american_scientific_journal-4080	65	8	-	-	PUNCT
american_scientific_journal-4080	65	9	one	one	NUM
american_scientific_journal-4080	65	10	match	match	NOUN
american_scientific_journal-4080	65	11	that	that	PRON
american_scientific_journal-4080	65	12	compares	compare	VERB
american_scientific_journal-4080	65	13	a	a	DET
american_scientific_journal-4080	65	14	query	query	NOUN
american_scientific_journal-4080	65	15	face	face	NOUN
american_scientific_journal-4080	65	16	image	image	NOUN
american_scientific_journal-4080	65	17	against	against	ADP
american_scientific_journal-4080	65	18	a	a	DET
american_scientific_journal-4080	65	19	template	template	NOUN
american_scientific_journal-4080	65	20	face	face	NOUN
american_scientific_journal-4080	65	21	image	image	NOUN
american_scientific_journal-4080	65	22	whose	whose	DET
american_scientific_journal-4080	65	23	identity	identity	NOUN
american_scientific_journal-4080	65	24	is	be	AUX
american_scientific_journal-4080	65	25	being	be	AUX
american_scientific_journal-4080	65	26	claimed	claim	VERB
american_scientific_journal-4080	65	27	.	.	PUNCT
american_scientific_journal-4080	66	1	face	face	NOUN
american_scientific_journal-4080	66	2	identification	identification	NOUN
american_scientific_journal-4080	66	3	involves	involve	VERB
american_scientific_journal-4080	66	4	one	one	NUM
american_scientific_journal-4080	66	5	-	-	PUNCT
american_scientific_journal-4080	66	6	to	to	ADP
american_scientific_journal-4080	66	7	-	-	PUNCT
american_scientific_journal-4080	66	8	many	many	ADJ
american_scientific_journal-4080	66	9	matches	match	NOUN
american_scientific_journal-4080	66	10	that	that	PRON
american_scientific_journal-4080	66	11	compares	compare	VERB
american_scientific_journal-4080	66	12	a	a	DET
american_scientific_journal-4080	66	13	american	american	ADJ
american_scientific_journal-4080	66	14	scientific	scientific	ADJ
american_scientific_journal-4080	66	15	research	research	NOUN
american_scientific_journal-4080	66	16	journal	journal	NOUN
american_scientific_journal-4080	66	17	for	for	ADP
american_scientific_journal-4080	66	18	engineering	engineering	NOUN
american_scientific_journal-4080	66	19	,	,	PUNCT
american_scientific_journal-4080	66	20	technology	technology	NOUN
american_scientific_journal-4080	66	21	,	,	PUNCT
american_scientific_journal-4080	66	22	and	and	CCONJ
american_scientific_journal-4080	66	23	sciences	science	NOUN
american_scientific_journal-4080	66	24	(	(	PUNCT
american_scientific_journal-4080	66	25	asrjets	asrjet	NOUN
american_scientific_journal-4080	66	26	)	)	PUNCT
american_scientific_journal-4080	66	27	(	(	PUNCT
american_scientific_journal-4080	66	28	2018	2018	NUM
american_scientific_journal-4080	66	29	)	)	PUNCT
american_scientific_journal-4080	66	30	volume	volume	NOUN
american_scientific_journal-4080	66	31	43	43	NUM
american_scientific_journal-4080	66	32	,	,	PUNCT
american_scientific_journal-4080	66	33	no	no	DET
american_scientific_journal-4080	66	34	1	1	NUM
american_scientific_journal-4080	66	35	,	,	PUNCT
american_scientific_journal-4080	66	36	pp	pp	ADV
american_scientific_journal-4080	66	37	44	44	NUM
american_scientific_journal-4080	66	38	-	-	SYM
american_scientific_journal-4080	66	39	60	60	NUM
american_scientific_journal-4080	66	40	47	47	NUM
american_scientific_journal-4080	66	41	query	query	NOUN
american_scientific_journal-4080	66	42	face	face	VERB
american_scientific_journal-4080	66	43	image	image	NOUN
american_scientific_journal-4080	66	44	against	against	ADP
american_scientific_journal-4080	66	45	all	all	DET
american_scientific_journal-4080	66	46	the	the	DET
american_scientific_journal-4080	66	47	template	template	NOUN
american_scientific_journal-4080	66	48	images	image	NOUN
american_scientific_journal-4080	66	49	in	in	ADP
american_scientific_journal-4080	66	50	the	the	DET
american_scientific_journal-4080	66	51	database	database	NOUN
american_scientific_journal-4080	66	52	to	to	PART
american_scientific_journal-4080	66	53	determine	determine	VERB
american_scientific_journal-4080	66	54	the	the	DET
american_scientific_journal-4080	66	55	identity	identity	NOUN
american_scientific_journal-4080	66	56	of	of	ADP
american_scientific_journal-4080	66	57	the	the	DET
american_scientific_journal-4080	66	58	query	query	NOUN
american_scientific_journal-4080	66	59	face	face	NOUN
american_scientific_journal-4080	66	60	.	.	PUNCT
american_scientific_journal-4080	67	1	another	another	DET
american_scientific_journal-4080	67	2	face	face	NOUN
american_scientific_journal-4080	67	3	recognition	recognition	NOUN
american_scientific_journal-4080	67	4	scenario	scenario	NOUN
american_scientific_journal-4080	67	5	involves	involve	VERB
american_scientific_journal-4080	67	6	a	a	DET
american_scientific_journal-4080	67	7	watch	watch	NOUN
american_scientific_journal-4080	67	8	-	-	PUNCT
american_scientific_journal-4080	67	9	list	list	NOUN
american_scientific_journal-4080	67	10	check	check	NOUN
american_scientific_journal-4080	67	11	,	,	PUNCT
american_scientific_journal-4080	67	12	where	where	SCONJ
american_scientific_journal-4080	67	13	a	a	DET
american_scientific_journal-4080	67	14	query	query	NOUN
american_scientific_journal-4080	67	15	face	face	NOUN
american_scientific_journal-4080	67	16	is	be	AUX
american_scientific_journal-4080	67	17	matched	match	VERB
american_scientific_journal-4080	67	18	to	to	ADP
american_scientific_journal-4080	67	19	a	a	DET
american_scientific_journal-4080	67	20	list	list	NOUN
american_scientific_journal-4080	67	21	of	of	ADP
american_scientific_journal-4080	67	22	suspects	suspect	NOUN
american_scientific_journal-4080	67	23	(	(	PUNCT
american_scientific_journal-4080	67	24	one	one	NUM
american_scientific_journal-4080	67	25	-	-	PUNCT
american_scientific_journal-4080	67	26	to	to	ADP
american_scientific_journal-4080	67	27	-	-	PUNCT
american_scientific_journal-4080	67	28	few	few	ADJ
american_scientific_journal-4080	67	29	matches	match	NOUN
american_scientific_journal-4080	67	30	)	)	PUNCT
american_scientific_journal-4080	67	31	.	.	PUNCT
american_scientific_journal-4080	68	1	the	the	DET
american_scientific_journal-4080	68	2	performance	performance	NOUN
american_scientific_journal-4080	68	3	of	of	ADP
american_scientific_journal-4080	68	4	face	face	NOUN
american_scientific_journal-4080	68	5	recognition	recognition	NOUN
american_scientific_journal-4080	68	6	systems	system	NOUN
american_scientific_journal-4080	68	7	has	have	AUX
american_scientific_journal-4080	68	8	improved	improve	VERB
american_scientific_journal-4080	68	9	significantly	significantly	ADV
american_scientific_journal-4080	68	10	since	since	SCONJ
american_scientific_journal-4080	68	11	the	the	DET
american_scientific_journal-4080	68	12	first	first	ADJ
american_scientific_journal-4080	68	13	automatic	automatic	ADJ
american_scientific_journal-4080	68	14	face	face	NOUN
american_scientific_journal-4080	68	15	recognition	recognition	NOUN
american_scientific_journal-4080	68	16	system	system	NOUN
american_scientific_journal-4080	68	17	was	be	AUX
american_scientific_journal-4080	68	18	developed	develop	VERB
american_scientific_journal-4080	68	19	by	by	ADP
american_scientific_journal-4080	68	20	[	[	X
american_scientific_journal-4080	68	21	12	12	NUM
american_scientific_journal-4080	68	22	]	]	PUNCT
american_scientific_journal-4080	68	23	.	.	PUNCT
american_scientific_journal-4080	69	1	furthermore	furthermore	ADV
american_scientific_journal-4080	69	2	,	,	PUNCT
american_scientific_journal-4080	69	3	face	face	NOUN
american_scientific_journal-4080	69	4	detection	detection	NOUN
american_scientific_journal-4080	69	5	,	,	PUNCT
american_scientific_journal-4080	69	6	facial	facial	ADJ
american_scientific_journal-4080	69	7	feature	feature	NOUN
american_scientific_journal-4080	69	8	extraction	extraction	NOUN
american_scientific_journal-4080	69	9	,	,	PUNCT
american_scientific_journal-4080	69	10	and	and	CCONJ
american_scientific_journal-4080	69	11	recognition	recognition	NOUN
american_scientific_journal-4080	69	12	can	can	AUX
american_scientific_journal-4080	69	13	now	now	ADV
american_scientific_journal-4080	69	14	be	be	AUX
american_scientific_journal-4080	69	15	performed	perform	VERB
american_scientific_journal-4080	69	16	in	in	ADP
american_scientific_journal-4080	69	17	“	"	PUNCT
american_scientific_journal-4080	69	18	real	real	ADJ
american_scientific_journal-4080	69	19	-	-	PUNCT
american_scientific_journal-4080	69	20	time	time	NOUN
american_scientific_journal-4080	69	21	”	"	PUNCT
american_scientific_journal-4080	69	22	for	for	ADP
american_scientific_journal-4080	69	23	images	image	NOUN
american_scientific_journal-4080	69	24	captured	capture	VERB
american_scientific_journal-4080	69	25	under	under	ADP
american_scientific_journal-4080	69	26	favourable	favourable	ADJ
american_scientific_journal-4080	69	27	(	(	PUNCT
american_scientific_journal-4080	69	28	i.e.	i.e.	X
american_scientific_journal-4080	69	29	,	,	PUNCT
american_scientific_journal-4080	69	30	constrained	constrained	ADJ
american_scientific_journal-4080	69	31	)	)	PUNCT
american_scientific_journal-4080	69	32	situations	situation	NOUN
american_scientific_journal-4080	69	33	.	.	PUNCT
american_scientific_journal-4080	70	1	although	although	SCONJ
american_scientific_journal-4080	70	2	progress	progress	NOUN
american_scientific_journal-4080	70	3	in	in	ADP
american_scientific_journal-4080	70	4	face	face	NOUN
american_scientific_journal-4080	70	5	recognition	recognition	NOUN
american_scientific_journal-4080	70	6	has	have	AUX
american_scientific_journal-4080	70	7	been	be	AUX
american_scientific_journal-4080	70	8	encouraging	encouraging	ADJ
american_scientific_journal-4080	70	9	,	,	PUNCT
american_scientific_journal-4080	70	10	the	the	DET
american_scientific_journal-4080	70	11	task	task	NOUN
american_scientific_journal-4080	70	12	has	have	AUX
american_scientific_journal-4080	70	13	also	also	ADV
american_scientific_journal-4080	70	14	turned	turn	VERB
american_scientific_journal-4080	70	15	out	out	ADP
american_scientific_journal-4080	70	16	to	to	PART
american_scientific_journal-4080	70	17	be	be	AUX
american_scientific_journal-4080	70	18	a	a	DET
american_scientific_journal-4080	70	19	difficult	difficult	ADJ
american_scientific_journal-4080	70	20	endeavour	endeavour	NOUN
american_scientific_journal-4080	70	21	,	,	PUNCT
american_scientific_journal-4080	70	22	especially	especially	ADV
american_scientific_journal-4080	70	23	for	for	ADP
american_scientific_journal-4080	70	24	unconstrained	unconstrained	ADJ
american_scientific_journal-4080	70	25	tasks	task	NOUN
american_scientific_journal-4080	70	26	where	where	SCONJ
american_scientific_journal-4080	70	27	viewpoint	viewpoint	NOUN
american_scientific_journal-4080	70	28	,	,	PUNCT
american_scientific_journal-4080	70	29	illumination	illumination	NOUN
american_scientific_journal-4080	70	30	,	,	PUNCT
american_scientific_journal-4080	70	31	expression	expression	NOUN
american_scientific_journal-4080	70	32	,	,	PUNCT
american_scientific_journal-4080	70	33	occlusion	occlusion	NOUN
american_scientific_journal-4080	70	34	,	,	PUNCT
american_scientific_journal-4080	70	35	accessories	accessory	NOUN
american_scientific_journal-4080	70	36	,	,	PUNCT
american_scientific_journal-4080	70	37	and	and	CCONJ
american_scientific_journal-4080	70	38	so	so	ADV
american_scientific_journal-4080	70	39	on	on	ADP
american_scientific_journal-4080	70	40	vary	vary	NOUN
american_scientific_journal-4080	70	41	considerably	considerably	ADV
american_scientific_journal-4080	70	42	.	.	PUNCT
american_scientific_journal-4080	71	1	in	in	ADP
american_scientific_journal-4080	71	2	the	the	DET
american_scientific_journal-4080	71	3	following	follow	VERB
american_scientific_journal-4080	71	4	sections	section	NOUN
american_scientific_journal-4080	71	5	,	,	PUNCT
american_scientific_journal-4080	71	6	we	we	PRON
american_scientific_journal-4080	71	7	give	give	VERB
american_scientific_journal-4080	71	8	a	a	DET
american_scientific_journal-4080	71	9	brief	brief	ADJ
american_scientific_journal-4080	71	10	review	review	NOUN
american_scientific_journal-4080	71	11	on	on	ADP
american_scientific_journal-4080	71	12	technical	technical	ADJ
american_scientific_journal-4080	71	13	advances	advance	NOUN
american_scientific_journal-4080	71	14	and	and	CCONJ
american_scientific_journal-4080	71	15	analyze	analyze	VERB
american_scientific_journal-4080	71	16	technical	technical	ADJ
american_scientific_journal-4080	71	17	challenges	challenge	NOUN
american_scientific_journal-4080	71	18	.	.	PUNCT
american_scientific_journal-4080	72	1	figure	figure	VERB
american_scientific_journal-4080	72	2	1a	1a	NOUN
american_scientific_journal-4080	72	3	:	:	PUNCT
american_scientific_journal-4080	72	4	a	a	DET
american_scientific_journal-4080	72	5	scenario	scenario	NOUN
american_scientific_journal-4080	72	6	of	of	ADP
american_scientific_journal-4080	72	7	using	use	VERB
american_scientific_journal-4080	72	8	biometric	biometric	ADJ
american_scientific_journal-4080	72	9	mrtd	mrtd	NOUN
american_scientific_journal-4080	72	10	systems	system	NOUN
american_scientific_journal-4080	72	11	for	for	ADP
american_scientific_journal-4080	72	12	passport	passport	NOUN
american_scientific_journal-4080	72	13	control	control	NOUN
american_scientific_journal-4080	72	14	figure	figure	NOUN
american_scientific_journal-4080	72	15	1b	1b	NUM
american_scientific_journal-4080	72	16	:	:	PUNCT
american_scientific_journal-4080	72	17	comparison	comparison	NOUN
american_scientific_journal-4080	72	18	of	of	ADP
american_scientific_journal-4080	72	19	various	various	ADJ
american_scientific_journal-4080	72	20	biometric	biometric	ADJ
american_scientific_journal-4080	72	21	features	feature	NOUN
american_scientific_journal-4080	72	22	based	base	VERB
american_scientific_journal-4080	72	23	on	on	ADP
american_scientific_journal-4080	72	24	mrtd	mrtd	NOUN
american_scientific_journal-4080	72	25	compatibility	compatibility	NOUN
american_scientific_journal-4080	72	26	[	[	X
american_scientific_journal-4080	72	27	10	10	NUM
american_scientific_journal-4080	72	28	]	]	PUNCT
american_scientific_journal-4080	72	29	.	.	PUNCT
american_scientific_journal-4080	73	1	3.1	3.1	NUM
american_scientific_journal-4080	73	2	available	available	ADJ
american_scientific_journal-4080	73	3	technical	technical	ADJ
american_scientific_journal-4080	73	4	solutions	solution	NOUN
american_scientific_journal-4080	73	5	there	there	PRON
american_scientific_journal-4080	73	6	are	be	VERB
american_scientific_journal-4080	73	7	two	two	NUM
american_scientific_journal-4080	73	8	strategies	strategy	NOUN
american_scientific_journal-4080	73	9	for	for	ADP
american_scientific_journal-4080	73	10	dealing	deal	VERB
american_scientific_journal-4080	73	11	with	with	ADP
american_scientific_journal-4080	73	12	the	the	DET
american_scientific_journal-4080	73	13	above	above	ADJ
american_scientific_journal-4080	73	14	difficulties	difficulty	NOUN
american_scientific_journal-4080	73	15	:	:	PUNCT
american_scientific_journal-4080	73	16	feature	feature	NOUN
american_scientific_journal-4080	73	17	extraction	extraction	NOUN
american_scientific_journal-4080	73	18	and	and	CCONJ
american_scientific_journal-4080	73	19	pattern	pattern	NOUN
american_scientific_journal-4080	73	20	classification	classification	NOUN
american_scientific_journal-4080	73	21	based	base	VERB
american_scientific_journal-4080	73	22	on	on	ADP
american_scientific_journal-4080	73	23	the	the	DET
american_scientific_journal-4080	73	24	extracted	extract	VERB
american_scientific_journal-4080	73	25	features	feature	NOUN
american_scientific_journal-4080	73	26	.	.	PUNCT
american_scientific_journal-4080	74	1	one	one	NUM
american_scientific_journal-4080	74	2	is	be	AUX
american_scientific_journal-4080	74	3	to	to	PART
american_scientific_journal-4080	74	4	construct	construct	VERB
american_scientific_journal-4080	74	5	a	a	DET
american_scientific_journal-4080	74	6	“	"	PUNCT
american_scientific_journal-4080	74	7	good	good	ADJ
american_scientific_journal-4080	74	8	”	"	PUNCT
american_scientific_journal-4080	74	9	feature	feature	NOUN
american_scientific_journal-4080	74	10	space	space	NOUN
american_scientific_journal-4080	74	11	in	in	ADP
american_scientific_journal-4080	74	12	which	which	PRON
american_scientific_journal-4080	74	13	the	the	DET
american_scientific_journal-4080	74	14	face	face	NOUN
american_scientific_journal-4080	74	15	manifolds	manifold	NOUN
american_scientific_journal-4080	74	16	become	become	VERB
american_scientific_journal-4080	74	17	0	0	NUM
american_scientific_journal-4080	74	18	20	20	NUM
american_scientific_journal-4080	74	19	40	40	NUM
american_scientific_journal-4080	74	20	60	60	NUM
american_scientific_journal-4080	74	21	80	80	NUM
american_scientific_journal-4080	74	22	100	100	NUM
american_scientific_journal-4080	74	23	120	120	NUM
american_scientific_journal-4080	74	24	face	face	NOUN
american_scientific_journal-4080	74	25	finger	finger	NOUN
american_scientific_journal-4080	74	26	hand	hand	NOUN
american_scientific_journal-4080	74	27	voice	voice	NOUN
american_scientific_journal-4080	74	28	eye	eye	NOUN
american_scientific_journal-4080	74	29	signature	signature	NOUN
american_scientific_journal-4080	74	30	w	w	PROPN
american_scientific_journal-4080	74	31	ei	ei	NOUN
american_scientific_journal-4080	74	32	gh	gh	PROPN
american_scientific_journal-4080	74	33	te	te	PROPN
american_scientific_journal-4080	75	1	d	d	X
american_scientific_journal-4080	75	2	pe	pe	PROPN
american_scientific_journal-4080	75	3	rc	rc	PROPN
american_scientific_journal-4080	75	4	en	en	X
american_scientific_journal-4080	75	5	ta	ta	PROPN
american_scientific_journal-4080	75	6	ge	ge	PROPN
american_scientific_journal-4080	75	7	american	american	PROPN
american_scientific_journal-4080	75	8	scientific	scientific	PROPN
american_scientific_journal-4080	75	9	research	research	PROPN
american_scientific_journal-4080	75	10	journal	journal	NOUN
american_scientific_journal-4080	75	11	for	for	ADP
american_scientific_journal-4080	75	12	engineering	engineering	NOUN
american_scientific_journal-4080	75	13	,	,	PUNCT
american_scientific_journal-4080	75	14	technology	technology	NOUN
american_scientific_journal-4080	75	15	,	,	PUNCT
american_scientific_journal-4080	75	16	and	and	CCONJ
american_scientific_journal-4080	75	17	sciences	science	NOUN
american_scientific_journal-4080	75	18	(	(	PUNCT
american_scientific_journal-4080	75	19	asrjets	asrjet	NOUN
american_scientific_journal-4080	75	20	)	)	PUNCT
american_scientific_journal-4080	75	21	(	(	PUNCT
american_scientific_journal-4080	75	22	2018	2018	NUM
american_scientific_journal-4080	75	23	)	)	PUNCT
american_scientific_journal-4080	75	24	volume	volume	NOUN
american_scientific_journal-4080	75	25	43	43	NUM
american_scientific_journal-4080	75	26	,	,	PUNCT
american_scientific_journal-4080	75	27	no	no	DET
american_scientific_journal-4080	75	28	1	1	NUM
american_scientific_journal-4080	75	29	,	,	PUNCT
american_scientific_journal-4080	75	30	pp	pp	ADV
american_scientific_journal-4080	75	31	44	44	NUM
american_scientific_journal-4080	75	32	-	-	SYM
american_scientific_journal-4080	75	33	60	60	NUM
american_scientific_journal-4080	75	34	48	48	NUM
american_scientific_journal-4080	75	35	simpler	simple	ADJ
american_scientific_journal-4080	75	36	i.e.	i.e.	X
american_scientific_journal-4080	75	37	,	,	PUNCT
american_scientific_journal-4080	75	38	less	less	ADV
american_scientific_journal-4080	75	39	nonlinear	nonlinear	ADJ
american_scientific_journal-4080	75	40	and	and	CCONJ
american_scientific_journal-4080	75	41	non	non	ADJ
american_scientific_journal-4080	75	42	-	-	ADJ
american_scientific_journal-4080	75	43	convex	convex	ADJ
american_scientific_journal-4080	75	44	than	than	ADP
american_scientific_journal-4080	75	45	those	those	PRON
american_scientific_journal-4080	75	46	in	in	ADP
american_scientific_journal-4080	75	47	the	the	DET
american_scientific_journal-4080	75	48	other	other	ADJ
american_scientific_journal-4080	75	49	spaces	space	NOUN
american_scientific_journal-4080	75	50	.	.	PUNCT
american_scientific_journal-4080	76	1	this	this	PRON
american_scientific_journal-4080	76	2	includes	include	VERB
american_scientific_journal-4080	76	3	two	two	NUM
american_scientific_journal-4080	76	4	levels	level	NOUN
american_scientific_journal-4080	76	5	of	of	ADP
american_scientific_journal-4080	76	6	processing	processing	NOUN
american_scientific_journal-4080	76	7	:	:	PUNCT
american_scientific_journal-4080	76	8	(	(	PUNCT
american_scientific_journal-4080	76	9	1	1	X
american_scientific_journal-4080	76	10	)	)	PUNCT
american_scientific_journal-4080	76	11	normalize	normalize	VERB
american_scientific_journal-4080	76	12	face	face	NOUN
american_scientific_journal-4080	76	13	images	image	NOUN
american_scientific_journal-4080	76	14	geometrically	geometrically	ADV
american_scientific_journal-4080	76	15	and	and	CCONJ
american_scientific_journal-4080	76	16	photometrically	photometrically	ADV
american_scientific_journal-4080	76	17	,	,	PUNCT
american_scientific_journal-4080	76	18	such	such	ADJ
american_scientific_journal-4080	76	19	as	as	ADP
american_scientific_journal-4080	76	20	using	use	VERB
american_scientific_journal-4080	76	21	morphing	morph	VERB
american_scientific_journal-4080	76	22	and	and	CCONJ
american_scientific_journal-4080	76	23	histogram	histogram	NOUN
american_scientific_journal-4080	76	24	equalization	equalization	NOUN
american_scientific_journal-4080	76	25	;	;	PUNCT
american_scientific_journal-4080	76	26	and	and	CCONJ
american_scientific_journal-4080	76	27	(	(	PUNCT
american_scientific_journal-4080	76	28	2	2	X
american_scientific_journal-4080	76	29	)	)	PUNCT
american_scientific_journal-4080	76	30	extract	extract	NOUN
american_scientific_journal-4080	76	31	features	feature	NOUN
american_scientific_journal-4080	76	32	in	in	ADP
american_scientific_journal-4080	76	33	the	the	DET
american_scientific_journal-4080	76	34	normalized	normalize	VERB
american_scientific_journal-4080	76	35	images	image	NOUN
american_scientific_journal-4080	76	36	which	which	PRON
american_scientific_journal-4080	76	37	are	be	AUX
american_scientific_journal-4080	76	38	stable	stable	ADJ
american_scientific_journal-4080	76	39	with	with	ADP
american_scientific_journal-4080	76	40	respect	respect	NOUN
american_scientific_journal-4080	76	41	to	to	ADP
american_scientific_journal-4080	76	42	such	such	ADJ
american_scientific_journal-4080	76	43	variations	variation	NOUN
american_scientific_journal-4080	76	44	,	,	PUNCT
american_scientific_journal-4080	76	45	such	such	ADJ
american_scientific_journal-4080	76	46	as	as	ADP
american_scientific_journal-4080	76	47	based	base	VERB
american_scientific_journal-4080	76	48	on	on	ADP
american_scientific_journal-4080	76	49	gabor	gabor	PROPN
american_scientific_journal-4080	76	50	wavelets	wavelet	NOUN
american_scientific_journal-4080	76	51	.	.	PUNCT
american_scientific_journal-4080	77	1	the	the	DET
american_scientific_journal-4080	77	2	second	second	ADJ
american_scientific_journal-4080	77	3	strategy	strategy	NOUN
american_scientific_journal-4080	77	4	is	be	AUX
american_scientific_journal-4080	77	5	to	to	PART
american_scientific_journal-4080	77	6	construct	construct	VERB
american_scientific_journal-4080	77	7	classification	classification	NOUN
american_scientific_journal-4080	77	8	engines	engine	NOUN
american_scientific_journal-4080	77	9	able	able	ADJ
american_scientific_journal-4080	77	10	to	to	PART
american_scientific_journal-4080	77	11	solve	solve	VERB
american_scientific_journal-4080	77	12	difficult	difficult	ADJ
american_scientific_journal-4080	77	13	nonlinear	nonlinear	ADJ
american_scientific_journal-4080	77	14	classification	classification	NOUN
american_scientific_journal-4080	77	15	and	and	CCONJ
american_scientific_journal-4080	77	16	regression	regression	NOUN
american_scientific_journal-4080	77	17	problems	problem	NOUN
american_scientific_journal-4080	77	18	in	in	ADP
american_scientific_journal-4080	77	19	the	the	DET
american_scientific_journal-4080	77	20	feature	feature	NOUN
american_scientific_journal-4080	77	21	space	space	NOUN
american_scientific_journal-4080	77	22	and	and	CCONJ
american_scientific_journal-4080	77	23	to	to	PART
american_scientific_journal-4080	77	24	generalize	generalize	VERB
american_scientific_journal-4080	77	25	better	well	ADV
american_scientific_journal-4080	77	26	.	.	PUNCT
american_scientific_journal-4080	78	1	although	although	SCONJ
american_scientific_journal-4080	78	2	good	good	ADJ
american_scientific_journal-4080	78	3	normalization	normalization	NOUN
american_scientific_journal-4080	78	4	and	and	CCONJ
american_scientific_journal-4080	78	5	feature	feature	NOUN
american_scientific_journal-4080	78	6	extraction	extraction	NOUN
american_scientific_journal-4080	78	7	reduce	reduce	VERB
american_scientific_journal-4080	78	8	the	the	DET
american_scientific_journal-4080	78	9	nonlinearity	nonlinearity	NOUN
american_scientific_journal-4080	78	10	and	and	CCONJ
american_scientific_journal-4080	78	11	non	non	ADJ
american_scientific_journal-4080	78	12	-	-	NOUN
american_scientific_journal-4080	78	13	convexity	convexity	NOUN
american_scientific_journal-4080	78	14	,	,	PUNCT
american_scientific_journal-4080	78	15	they	they	PRON
american_scientific_journal-4080	78	16	do	do	AUX
american_scientific_journal-4080	78	17	not	not	PART
american_scientific_journal-4080	78	18	solve	solve	VERB
american_scientific_journal-4080	78	19	the	the	DET
american_scientific_journal-4080	78	20	problems	problem	NOUN
american_scientific_journal-4080	78	21	completely	completely	ADV
american_scientific_journal-4080	78	22	and	and	CCONJ
american_scientific_journal-4080	78	23	classification	classification	NOUN
american_scientific_journal-4080	78	24	engines	engine	NOUN
american_scientific_journal-4080	78	25	able	able	ADJ
american_scientific_journal-4080	78	26	to	to	PART
american_scientific_journal-4080	78	27	deal	deal	VERB
american_scientific_journal-4080	78	28	with	with	ADP
american_scientific_journal-4080	78	29	such	such	ADJ
american_scientific_journal-4080	78	30	difficulties	difficulty	NOUN
american_scientific_journal-4080	78	31	are	be	AUX
american_scientific_journal-4080	78	32	still	still	ADV
american_scientific_journal-4080	78	33	necessary	necessary	ADJ
american_scientific_journal-4080	78	34	to	to	PART
american_scientific_journal-4080	78	35	achieve	achieve	VERB
american_scientific_journal-4080	78	36	high	high	ADJ
american_scientific_journal-4080	78	37	performance	performance	NOUN
american_scientific_journal-4080	78	38	.	.	PUNCT
american_scientific_journal-4080	79	1	a	a	DET
american_scientific_journal-4080	79	2	successful	successful	ADJ
american_scientific_journal-4080	79	3	algorithm	algorithm	NOUN
american_scientific_journal-4080	79	4	usually	usually	ADV
american_scientific_journal-4080	79	5	combines	combine	VERB
american_scientific_journal-4080	79	6	bothstrategies	bothstrategie	NOUN
american_scientific_journal-4080	79	7	.	.	PUNCT
american_scientific_journal-4080	80	1	with	with	ADP
american_scientific_journal-4080	80	2	the	the	DET
american_scientific_journal-4080	80	3	geometric	geometric	ADJ
american_scientific_journal-4080	80	4	feature	feature	NOUN
american_scientific_journal-4080	80	5	-	-	PUNCT
american_scientific_journal-4080	80	6	based	base	VERB
american_scientific_journal-4080	80	7	approach	approach	NOUN
american_scientific_journal-4080	80	8	used	use	VERB
american_scientific_journal-4080	80	9	in	in	ADP
american_scientific_journal-4080	80	10	the	the	DET
american_scientific_journal-4080	80	11	early	early	ADJ
american_scientific_journal-4080	80	12	days	day	NOUN
american_scientific_journal-4080	80	13	[	[	X
american_scientific_journal-4080	80	14	5	5	NUM
american_scientific_journal-4080	80	15	,	,	PUNCT
american_scientific_journal-4080	80	16	10	10	NUM
american_scientific_journal-4080	80	17	,	,	PUNCT
american_scientific_journal-4080	80	18	14	14	NUM
american_scientific_journal-4080	80	19	]	]	PUNCT
american_scientific_journal-4080	80	20	,	,	PUNCT
american_scientific_journal-4080	80	21	facial	facial	ADJ
american_scientific_journal-4080	80	22	features	feature	NOUN
american_scientific_journal-4080	80	23	such	such	ADJ
american_scientific_journal-4080	80	24	as	as	ADP
american_scientific_journal-4080	80	25	eyes	eye	NOUN
american_scientific_journal-4080	80	26	,	,	PUNCT
american_scientific_journal-4080	80	27	nose	nose	NOUN
american_scientific_journal-4080	80	28	,	,	PUNCT
american_scientific_journal-4080	80	29	mouth	mouth	NOUN
american_scientific_journal-4080	80	30	,	,	PUNCT
american_scientific_journal-4080	80	31	and	and	CCONJ
american_scientific_journal-4080	80	32	chin	chin	NOUN
american_scientific_journal-4080	80	33	are	be	AUX
american_scientific_journal-4080	80	34	detected	detect	VERB
american_scientific_journal-4080	80	35	.	.	PUNCT
american_scientific_journal-4080	81	1	properties	property	NOUN
american_scientific_journal-4080	81	2	of	of	ADP
american_scientific_journal-4080	81	3	and	and	CCONJ
american_scientific_journal-4080	81	4	relations	relation	NOUN
american_scientific_journal-4080	81	5	(	(	PUNCT
american_scientific_journal-4080	81	6	e.g.	e.g.	ADV
american_scientific_journal-4080	81	7	,	,	PUNCT
american_scientific_journal-4080	81	8	areas	area	NOUN
american_scientific_journal-4080	81	9	,	,	PUNCT
american_scientific_journal-4080	81	10	distances	distance	NOUN
american_scientific_journal-4080	81	11	,	,	PUNCT
american_scientific_journal-4080	81	12	angles	angle	NOUN
american_scientific_journal-4080	81	13	)	)	PUNCT
american_scientific_journal-4080	81	14	between	between	ADP
american_scientific_journal-4080	81	15	the	the	DET
american_scientific_journal-4080	81	16	features	feature	NOUN
american_scientific_journal-4080	81	17	are	be	AUX
american_scientific_journal-4080	81	18	used	use	VERB
american_scientific_journal-4080	81	19	as	as	ADP
american_scientific_journal-4080	81	20	descriptors	descriptor	NOUN
american_scientific_journal-4080	81	21	for	for	ADP
american_scientific_journal-4080	81	22	face	face	NOUN
american_scientific_journal-4080	81	23	recognition	recognition	NOUN
american_scientific_journal-4080	81	24	.	.	PUNCT
american_scientific_journal-4080	82	1	advantages	advantage	NOUN
american_scientific_journal-4080	82	2	of	of	ADP
american_scientific_journal-4080	82	3	this	this	DET
american_scientific_journal-4080	82	4	approach	approach	NOUN
american_scientific_journal-4080	82	5	include	include	VERB
american_scientific_journal-4080	82	6	economy	economy	NOUN
american_scientific_journal-4080	82	7	and	and	CCONJ
american_scientific_journal-4080	82	8	efficiency	efficiency	NOUN
american_scientific_journal-4080	82	9	when	when	SCONJ
american_scientific_journal-4080	82	10	achieving	achieve	VERB
american_scientific_journal-4080	82	11	data	data	NOUN
american_scientific_journal-4080	82	12	reduction	reduction	NOUN
american_scientific_journal-4080	82	13	and	and	CCONJ
american_scientific_journal-4080	82	14	insensitivity	insensitivity	NOUN
american_scientific_journal-4080	82	15	to	to	ADP
american_scientific_journal-4080	82	16	variations	variation	NOUN
american_scientific_journal-4080	82	17	in	in	ADP
american_scientific_journal-4080	82	18	illumination	illumination	NOUN
american_scientific_journal-4080	82	19	and	and	CCONJ
american_scientific_journal-4080	82	20	viewpoint	viewpoint	NOUN
american_scientific_journal-4080	82	21	.	.	PUNCT
american_scientific_journal-4080	83	1	however	however	ADV
american_scientific_journal-4080	83	2	,	,	PUNCT
american_scientific_journal-4080	83	3	facial	facial	ADJ
american_scientific_journal-4080	83	4	feature	feature	NOUN
american_scientific_journal-4080	83	5	detection	detection	NOUN
american_scientific_journal-4080	83	6	and	and	CCONJ
american_scientific_journal-4080	83	7	measurement	measurement	NOUN
american_scientific_journal-4080	83	8	techniques	technique	NOUN
american_scientific_journal-4080	83	9	developed	develop	VERB
american_scientific_journal-4080	83	10	to	to	ADP
american_scientific_journal-4080	83	11	date	date	NOUN
american_scientific_journal-4080	83	12	are	be	AUX
american_scientific_journal-4080	83	13	not	not	PART
american_scientific_journal-4080	83	14	reliable	reliable	ADJ
american_scientific_journal-4080	83	15	enough	enough	ADV
american_scientific_journal-4080	83	16	for	for	ADP
american_scientific_journal-4080	83	17	the	the	DET
american_scientific_journal-4080	83	18	geometric	geometric	ADJ
american_scientific_journal-4080	83	19	feature	feature	NOUN
american_scientific_journal-4080	83	20	based	base	VERB
american_scientific_journal-4080	83	21	recognition	recognition	NOUN
american_scientific_journal-4080	84	1	[	[	X
american_scientific_journal-4080	84	2	7	7	NUM
american_scientific_journal-4080	84	3	]	]	PUNCT
american_scientific_journal-4080	84	4	,	,	PUNCT
american_scientific_journal-4080	84	5	and	and	CCONJ
american_scientific_journal-4080	84	6	such	such	ADJ
american_scientific_journal-4080	84	7	geometric	geometric	ADJ
american_scientific_journal-4080	84	8	properties	property	NOUN
american_scientific_journal-4080	84	9	alone	alone	ADV
american_scientific_journal-4080	84	10	are	be	AUX
american_scientific_journal-4080	84	11	inadequate	inadequate	ADJ
american_scientific_journal-4080	84	12	for	for	ADP
american_scientific_journal-4080	84	13	face	face	NOUN
american_scientific_journal-4080	84	14	recognition	recognition	NOUN
american_scientific_journal-4080	84	15	because	because	SCONJ
american_scientific_journal-4080	84	16	rich	rich	ADJ
american_scientific_journal-4080	84	17	information	information	NOUN
american_scientific_journal-4080	84	18	contained	contain	VERB
american_scientific_journal-4080	84	19	in	in	ADP
american_scientific_journal-4080	84	20	the	the	DET
american_scientific_journal-4080	84	21	facial	facial	ADJ
american_scientific_journal-4080	84	22	texture	texture	NOUN
american_scientific_journal-4080	84	23	or	or	CCONJ
american_scientific_journal-4080	84	24	appearance	appearance	NOUN
american_scientific_journal-4080	84	25	is	be	AUX
american_scientific_journal-4080	84	26	discarded	discard	VERB
american_scientific_journal-4080	84	27	.	.	PUNCT
american_scientific_journal-4080	85	1	these	these	PRON
american_scientific_journal-4080	85	2	are	be	AUX
american_scientific_journal-4080	85	3	reasons	reason	NOUN
american_scientific_journal-4080	85	4	why	why	SCONJ
american_scientific_journal-4080	85	5	early	early	ADJ
american_scientific_journal-4080	85	6	techniques	technique	NOUN
american_scientific_journal-4080	85	7	are	be	AUX
american_scientific_journal-4080	85	8	not	not	PART
american_scientific_journal-4080	85	9	effective	effective	ADJ
american_scientific_journal-4080	85	10	.	.	PUNCT
american_scientific_journal-4080	86	1	the	the	DET
american_scientific_journal-4080	86	2	statistical	statistical	ADJ
american_scientific_journal-4080	86	3	learning	learning	NOUN
american_scientific_journal-4080	86	4	approach	approach	NOUN
american_scientific_journal-4080	86	5	learns	learn	VERB
american_scientific_journal-4080	86	6	from	from	ADP
american_scientific_journal-4080	86	7	training	training	NOUN
american_scientific_journal-4080	86	8	data	datum	NOUN
american_scientific_journal-4080	86	9	(	(	PUNCT
american_scientific_journal-4080	86	10	appearance	appearance	NOUN
american_scientific_journal-4080	86	11	images	image	NOUN
american_scientific_journal-4080	86	12	or	or	CCONJ
american_scientific_journal-4080	86	13	features	feature	NOUN
american_scientific_journal-4080	86	14	extracted	extract	VERB
american_scientific_journal-4080	86	15	from	from	ADP
american_scientific_journal-4080	86	16	appearance	appearance	NOUN
american_scientific_journal-4080	86	17	)	)	PUNCT
american_scientific_journal-4080	86	18	to	to	PART
american_scientific_journal-4080	86	19	extract	extract	VERB
american_scientific_journal-4080	86	20	good	good	ADJ
american_scientific_journal-4080	86	21	features	feature	NOUN
american_scientific_journal-4080	86	22	and	and	CCONJ
american_scientific_journal-4080	86	23	construct	construct	VERB
american_scientific_journal-4080	86	24	classification	classification	NOUN
american_scientific_journal-4080	86	25	engines	engine	NOUN
american_scientific_journal-4080	86	26	.	.	PUNCT
american_scientific_journal-4080	87	1	during	during	ADP
american_scientific_journal-4080	87	2	the	the	DET
american_scientific_journal-4080	87	3	learning	learning	NOUN
american_scientific_journal-4080	87	4	,	,	PUNCT
american_scientific_journal-4080	87	5	both	both	DET
american_scientific_journal-4080	87	6	prior	prior	ADJ
american_scientific_journal-4080	87	7	knowledge	knowledge	NOUN
american_scientific_journal-4080	87	8	about	about	ADP
american_scientific_journal-4080	87	9	face(s	face(s	PROPN
american_scientific_journal-4080	87	10	)	)	PUNCT
american_scientific_journal-4080	87	11	and	and	CCONJ
american_scientific_journal-4080	87	12	variations	variation	NOUN
american_scientific_journal-4080	87	13	seen	see	VERB
american_scientific_journal-4080	87	14	in	in	ADP
american_scientific_journal-4080	87	15	the	the	DET
american_scientific_journal-4080	87	16	training	training	NOUN
american_scientific_journal-4080	87	17	data	datum	NOUN
american_scientific_journal-4080	87	18	are	be	AUX
american_scientific_journal-4080	87	19	taken	take	VERB
american_scientific_journal-4080	87	20	into	into	ADP
american_scientific_journal-4080	87	21	consideration	consideration	NOUN
american_scientific_journal-4080	87	22	.	.	PUNCT
american_scientific_journal-4080	88	1	many	many	ADJ
american_scientific_journal-4080	88	2	successful	successful	ADJ
american_scientific_journal-4080	88	3	algorithms	algorithm	NOUN
american_scientific_journal-4080	88	4	for	for	ADP
american_scientific_journal-4080	88	5	face	face	NOUN
american_scientific_journal-4080	88	6	detection	detection	NOUN
american_scientific_journal-4080	88	7	,	,	PUNCT
american_scientific_journal-4080	88	8	alignment	alignment	NOUN
american_scientific_journal-4080	88	9	and	and	CCONJ
american_scientific_journal-4080	88	10	matching	matching	NOUN
american_scientific_journal-4080	88	11	nowadays	nowadays	ADV
american_scientific_journal-4080	88	12	are	be	AUX
american_scientific_journal-4080	88	13	learning	learn	VERB
american_scientific_journal-4080	88	14	-	-	PUNCT
american_scientific_journal-4080	88	15	based	base	VERB
american_scientific_journal-4080	88	16	.	.	PUNCT
american_scientific_journal-4080	89	1	the	the	DET
american_scientific_journal-4080	89	2	appearance	appearance	NOUN
american_scientific_journal-4080	89	3	-	-	PUNCT
american_scientific_journal-4080	89	4	based	base	VERB
american_scientific_journal-4080	89	5	approach	approach	NOUN
american_scientific_journal-4080	89	6	,	,	PUNCT
american_scientific_journal-4080	89	7	such	such	ADJ
american_scientific_journal-4080	89	8	as	as	ADP
american_scientific_journal-4080	89	9	pca	pca	PROPN
american_scientific_journal-4080	89	10	[	[	X
american_scientific_journal-4080	89	11	13	13	NUM
american_scientific_journal-4080	89	12	]	]	PUNCT
american_scientific_journal-4080	89	13	and	and	CCONJ
american_scientific_journal-4080	89	14	lda	lda	X
american_scientific_journal-4080	90	1	[	[	X
american_scientific_journal-4080	90	2	3	3	NUM
american_scientific_journal-4080	90	3	]	]	SYM
american_scientific_journal-4080	90	4	based	base	VERB
american_scientific_journal-4080	90	5	methods	method	NOUN
american_scientific_journal-4080	90	6	,	,	PUNCT
american_scientific_journal-4080	90	7	has	have	VERB
american_scientific_journal-4080	90	8	significantly	significantly	ADV
american_scientific_journal-4080	90	9	advanced	advance	VERB
american_scientific_journal-4080	90	10	face	face	NOUN
american_scientific_journal-4080	90	11	recognition	recognition	NOUN
american_scientific_journal-4080	90	12	techniques	technique	NOUN
american_scientific_journal-4080	90	13	.	.	PUNCT
american_scientific_journal-4080	91	1	such	such	DET
american_scientific_journal-4080	91	2	an	an	DET
american_scientific_journal-4080	91	3	approach	approach	NOUN
american_scientific_journal-4080	91	4	generally	generally	ADV
american_scientific_journal-4080	91	5	operates	operate	VERB
american_scientific_journal-4080	91	6	directly	directly	ADV
american_scientific_journal-4080	91	7	on	on	ADP
american_scientific_journal-4080	91	8	an	an	DET
american_scientific_journal-4080	91	9	image	image	NOUN
american_scientific_journal-4080	91	10	-	-	PUNCT
american_scientific_journal-4080	91	11	based	base	VERB
american_scientific_journal-4080	91	12	representation	representation	NOUN
american_scientific_journal-4080	91	13	(	(	PUNCT
american_scientific_journal-4080	91	14	i.e.	i.e.	X
american_scientific_journal-4080	91	15	,	,	PUNCT
american_scientific_journal-4080	91	16	array	array	NOUN
american_scientific_journal-4080	91	17	of	of	ADP
american_scientific_journal-4080	91	18	pixel	pixel	PROPN
american_scientific_journal-4080	91	19	intensities	intensity	NOUN
american_scientific_journal-4080	91	20	)	)	PUNCT
american_scientific_journal-4080	91	21	.	.	PUNCT
american_scientific_journal-4080	92	1	it	it	PRON
american_scientific_journal-4080	92	2	extracts	extract	VERB
american_scientific_journal-4080	92	3	features	feature	NOUN
american_scientific_journal-4080	92	4	in	in	ADP
american_scientific_journal-4080	92	5	a	a	DET
american_scientific_journal-4080	92	6	subspace	subspace	NOUN
american_scientific_journal-4080	92	7	derived	derive	VERB
american_scientific_journal-4080	92	8	from	from	ADP
american_scientific_journal-4080	92	9	training	training	NOUN
american_scientific_journal-4080	92	10	images	image	NOUN
american_scientific_journal-4080	92	11	.	.	PUNCT
american_scientific_journal-4080	93	1	using	use	VERB
american_scientific_journal-4080	93	2	pca	pca	PROPN
american_scientific_journal-4080	93	3	,	,	PUNCT
american_scientific_journal-4080	93	4	a	a	DET
american_scientific_journal-4080	93	5	face	face	NOUN
american_scientific_journal-4080	93	6	subspace	subspace	NOUN
american_scientific_journal-4080	93	7	is	be	AUX
american_scientific_journal-4080	93	8	constructed	construct	VERB
american_scientific_journal-4080	93	9	to	to	PART
american_scientific_journal-4080	93	10	represent	represent	VERB
american_scientific_journal-4080	93	11	“	"	PUNCT
american_scientific_journal-4080	93	12	optimally	optimally	ADV
american_scientific_journal-4080	93	13	”	"	PUNCT
american_scientific_journal-4080	93	14	only	only	ADV
american_scientific_journal-4080	93	15	the	the	DET
american_scientific_journal-4080	93	16	face	face	NOUN
american_scientific_journal-4080	93	17	object	object	NOUN
american_scientific_journal-4080	93	18	;	;	PUNCT
american_scientific_journal-4080	93	19	using	use	VERB
american_scientific_journal-4080	93	20	lda	lda	PROPN
american_scientific_journal-4080	93	21	,	,	PUNCT
american_scientific_journal-4080	93	22	a	a	DET
american_scientific_journal-4080	93	23	discriminant	discriminant	NOUN
american_scientific_journal-4080	93	24	subspace	subspace	NOUN
american_scientific_journal-4080	93	25	is	be	AUX
american_scientific_journal-4080	93	26	constructed	construct	VERB
american_scientific_journal-4080	93	27	to	to	PART
american_scientific_journal-4080	93	28	distinguish	distinguish	VERB
american_scientific_journal-4080	93	29	“	"	PUNCT
american_scientific_journal-4080	93	30	optimally	optimally	ADV
american_scientific_journal-4080	93	31	”	"	PUNCT
american_scientific_journal-4080	93	32	faces	face	NOUN
american_scientific_journal-4080	93	33	of	of	ADP
american_scientific_journal-4080	93	34	different	different	ADJ
american_scientific_journal-4080	93	35	persons	person	NOUN
american_scientific_journal-4080	93	36	.	.	PUNCT
american_scientific_journal-4080	94	1	comparative	comparative	ADJ
american_scientific_journal-4080	94	2	reports	report	NOUN
american_scientific_journal-4080	94	3	(	(	PUNCT
american_scientific_journal-4080	94	4	e.g.	e.g.	ADV
american_scientific_journal-4080	94	5	,	,	PUNCT
american_scientific_journal-4080	94	6	[	[	X
american_scientific_journal-4080	94	7	3	3	NUM
american_scientific_journal-4080	94	8	]	]	PUNCT
american_scientific_journal-4080	94	9	)	)	PUNCT
american_scientific_journal-4080	94	10	show	show	VERB
american_scientific_journal-4080	94	11	that	that	PRON
american_scientific_journal-4080	94	12	ldabased	ldabase	VERB
american_scientific_journal-4080	94	13	methods	method	NOUN
american_scientific_journal-4080	94	14	generally	generally	ADV
american_scientific_journal-4080	94	15	yield	yield	VERB
american_scientific_journal-4080	94	16	better	well	ADJ
american_scientific_journal-4080	94	17	results	result	NOUN
american_scientific_journal-4080	94	18	than	than	ADP
american_scientific_journal-4080	94	19	pca	pca	NOUN
american_scientific_journal-4080	94	20	-	-	PUNCT
american_scientific_journal-4080	94	21	based	base	VERB
american_scientific_journal-4080	94	22	ones	one	NOUN
american_scientific_journal-4080	94	23	.	.	PUNCT
american_scientific_journal-4080	95	1	although	although	SCONJ
american_scientific_journal-4080	95	2	these	these	DET
american_scientific_journal-4080	95	3	linear	linear	NOUN
american_scientific_journal-4080	95	4	,	,	PUNCT
american_scientific_journal-4080	95	5	holistic	holistic	ADJ
american_scientific_journal-4080	95	6	appearancebased	appearancebased	ADJ
american_scientific_journal-4080	95	7	methods	method	NOUN
american_scientific_journal-4080	95	8	avoid	avoid	VERB
american_scientific_journal-4080	95	9	instability	instability	NOUN
american_scientific_journal-4080	95	10	of	of	ADP
american_scientific_journal-4080	95	11	the	the	DET
american_scientific_journal-4080	95	12	early	early	ADJ
american_scientific_journal-4080	95	13	geometric	geometric	ADJ
american_scientific_journal-4080	95	14	feature	feature	NOUN
american_scientific_journal-4080	95	15	-	-	PUNCT
american_scientific_journal-4080	95	16	based	base	VERB
american_scientific_journal-4080	95	17	methods	method	NOUN
american_scientific_journal-4080	95	18	,	,	PUNCT
american_scientific_journal-4080	95	19	they	they	PRON
american_scientific_journal-4080	95	20	are	be	AUX
american_scientific_journal-4080	95	21	not	not	PART
american_scientific_journal-4080	95	22	accurate	accurate	ADJ
american_scientific_journal-4080	95	23	enough	enough	ADV
american_scientific_journal-4080	95	24	to	to	PART
american_scientific_journal-4080	95	25	describe	describe	VERB
american_scientific_journal-4080	95	26	subtleties	subtlety	NOUN
american_scientific_journal-4080	95	27	of	of	ADP
american_scientific_journal-4080	95	28	original	original	ADJ
american_scientific_journal-4080	95	29	manifolds	manifold	NOUN
american_scientific_journal-4080	95	30	in	in	ADP
american_scientific_journal-4080	95	31	the	the	DET
american_scientific_journal-4080	95	32	original	original	ADJ
american_scientific_journal-4080	95	33	image	image	NOUN
american_scientific_journal-4080	95	34	space	space	NOUN
american_scientific_journal-4080	95	35	.	.	PUNCT
american_scientific_journal-4080	96	1	this	this	PRON
american_scientific_journal-4080	96	2	is	be	AUX
american_scientific_journal-4080	96	3	due	due	ADJ
american_scientific_journal-4080	96	4	to	to	ADP
american_scientific_journal-4080	96	5	their	their	PRON
american_scientific_journal-4080	96	6	limitations	limitation	NOUN
american_scientific_journal-4080	96	7	in	in	ADP
american_scientific_journal-4080	96	8	handling	handle	VERB
american_scientific_journal-4080	96	9	nonlinearity	nonlinearity	NOUN
american_scientific_journal-4080	96	10	in	in	ADP
american_scientific_journal-4080	96	11	face	face	NOUN
american_scientific_journal-4080	96	12	recognition	recognition	NOUN
american_scientific_journal-4080	96	13	:	:	PUNCT
american_scientific_journal-4080	96	14	there	there	ADV
american_scientific_journal-4080	96	15	,	,	PUNCT
american_scientific_journal-4080	96	16	protrusions	protrusion	NOUN
american_scientific_journal-4080	96	17	of	of	ADP
american_scientific_journal-4080	96	18	nonlinear	nonlinear	ADJ
american_scientific_journal-4080	96	19	manifolds	manifold	NOUN
american_scientific_journal-4080	96	20	may	may	AUX
american_scientific_journal-4080	96	21	be	be	AUX
american_scientific_journal-4080	96	22	smoothed	smooth	VERB
american_scientific_journal-4080	96	23	and	and	CCONJ
american_scientific_journal-4080	96	24	concavities	concavity	NOUN
american_scientific_journal-4080	96	25	may	may	AUX
american_scientific_journal-4080	96	26	be	be	AUX
american_scientific_journal-4080	96	27	filled	fill	VERB
american_scientific_journal-4080	96	28	in	in	ADP
american_scientific_journal-4080	96	29	,	,	PUNCT
american_scientific_journal-4080	96	30	causing	cause	VERB
american_scientific_journal-4080	96	31	unfavourable	unfavourable	ADJ
american_scientific_journal-4080	96	32	consequences	consequence	NOUN
american_scientific_journal-4080	96	33	.	.	PUNCT
american_scientific_journal-4080	97	1	such	such	ADJ
american_scientific_journal-4080	97	2	linear	linear	ADJ
american_scientific_journal-4080	97	3	methods	method	NOUN
american_scientific_journal-4080	97	4	can	can	AUX
american_scientific_journal-4080	97	5	be	be	AUX
american_scientific_journal-4080	97	6	extended	extend	VERB
american_scientific_journal-4080	97	7	using	use	VERB
american_scientific_journal-4080	97	8	nonlinear	nonlinear	ADJ
american_scientific_journal-4080	97	9	kernel	kernel	NOUN
american_scientific_journal-4080	97	10	techniques	technique	NOUN
american_scientific_journal-4080	97	11	(	(	PUNCT
american_scientific_journal-4080	97	12	kernel	kernel	PROPN
american_scientific_journal-4080	97	13	pca	pca	PROPN
american_scientific_journal-4080	98	1	[	[	X
american_scientific_journal-4080	98	2	16	16	NUM
american_scientific_journal-4080	98	3	]	]	PUNCT
american_scientific_journal-4080	98	4	and	and	CCONJ
american_scientific_journal-4080	98	5	kernel	kernel	PROPN
american_scientific_journal-4080	98	6	lda	lda	PROPN
american_scientific_journal-4080	98	7	[	[	X
american_scientific_journal-4080	98	8	14	14	NUM
american_scientific_journal-4080	98	9	]	]	PUNCT
american_scientific_journal-4080	98	10	)	)	PUNCT
american_scientific_journal-4080	98	11	to	to	PART
american_scientific_journal-4080	98	12	deal	deal	VERB
american_scientific_journal-4080	98	13	with	with	ADP
american_scientific_journal-4080	98	14	nonlinearity	nonlinearity	NOUN
american_scientific_journal-4080	98	15	in	in	ADP
american_scientific_journal-4080	98	16	face	face	NOUN
american_scientific_journal-4080	98	17	recognition	recognition	NOUN
american_scientific_journal-4080	98	18	[	[	X
american_scientific_journal-4080	98	19	11	11	NUM
american_scientific_journal-4080	98	20	,	,	PUNCT
american_scientific_journal-4080	98	21	16	16	NUM
american_scientific_journal-4080	98	22	,	,	PUNCT
american_scientific_journal-4080	98	23	17	17	NUM
american_scientific_journal-4080	98	24	]	]	PUNCT
american_scientific_journal-4080	98	25	.	.	PUNCT
american_scientific_journal-4080	99	1	there	there	ADV
american_scientific_journal-4080	99	2	,	,	PUNCT
american_scientific_journal-4080	99	3	a	a	DET
american_scientific_journal-4080	99	4	nonlinear	nonlinear	ADJ
american_scientific_journal-4080	99	5	projection	projection	NOUN
american_scientific_journal-4080	99	6	(	(	PUNCT
american_scientific_journal-4080	99	7	dimension	dimension	NOUN
american_scientific_journal-4080	99	8	reduction	reduction	NOUN
american_scientific_journal-4080	99	9	)	)	PUNCT
american_scientific_journal-4080	99	10	from	from	ADP
american_scientific_journal-4080	99	11	the	the	DET
american_scientific_journal-4080	99	12	image	image	NOUN
american_scientific_journal-4080	99	13	space	space	NOUN
american_scientific_journal-4080	99	14	to	to	ADP
american_scientific_journal-4080	99	15	a	a	DET
american_scientific_journal-4080	99	16	feature	feature	NOUN
american_scientific_journal-4080	99	17	space	space	NOUN
american_scientific_journal-4080	99	18	is	be	AUX
american_scientific_journal-4080	99	19	performed	perform	VERB
american_scientific_journal-4080	99	20	;	;	PUNCT
american_scientific_journal-4080	99	21	the	the	DET
american_scientific_journal-4080	99	22	manifolds	manifold	NOUN
american_scientific_journal-4080	99	23	in	in	ADP
american_scientific_journal-4080	99	24	the	the	DET
american_scientific_journal-4080	99	25	resulting	result	VERB
american_scientific_journal-4080	99	26	feature	feature	NOUN
american_scientific_journal-4080	99	27	space	space	NOUN
american_scientific_journal-4080	99	28	become	become	VERB
american_scientific_journal-4080	99	29	simple	simple	ADJ
american_scientific_journal-4080	99	30	,	,	PUNCT
american_scientific_journal-4080	99	31	yet	yet	CCONJ
american_scientific_journal-4080	99	32	with	with	ADP
american_scientific_journal-4080	99	33	subtleties	subtlety	NOUN
american_scientific_journal-4080	99	34	preserved	preserve	VERB
american_scientific_journal-4080	99	35	.	.	PUNCT
american_scientific_journal-4080	100	1	although	although	SCONJ
american_scientific_journal-4080	100	2	the	the	DET
american_scientific_journal-4080	100	3	kernel	kernel	NOUN
american_scientific_journal-4080	100	4	methods	method	NOUN
american_scientific_journal-4080	100	5	may	may	AUX
american_scientific_journal-4080	100	6	achieve	achieve	VERB
american_scientific_journal-4080	100	7	good	good	ADJ
american_scientific_journal-4080	100	8	performance	performance	NOUN
american_scientific_journal-4080	100	9	on	on	ADP
american_scientific_journal-4080	100	10	the	the	DET
american_scientific_journal-4080	100	11	training	training	NOUN
american_scientific_journal-4080	100	12	data	datum	NOUN
american_scientific_journal-4080	100	13	,	,	PUNCT
american_scientific_journal-4080	100	14	however	however	ADV
american_scientific_journal-4080	100	15	,	,	PUNCT
american_scientific_journal-4080	100	16	it	it	PRON
american_scientific_journal-4080	100	17	may	may	AUX
american_scientific_journal-4080	100	18	not	not	PART
american_scientific_journal-4080	100	19	be	be	AUX
american_scientific_journal-4080	100	20	so	so	ADV
american_scientific_journal-4080	100	21	for	for	ADP
american_scientific_journal-4080	100	22	unseen	unseen	ADJ
american_scientific_journal-4080	100	23	data	datum	NOUN
american_scientific_journal-4080	100	24	owing	owe	VERB
american_scientific_journal-4080	100	25	to	to	ADP
american_scientific_journal-4080	100	26	their	their	PRON
american_scientific_journal-4080	100	27	more	more	ADJ
american_scientific_journal-4080	100	28	flexibility	flexibility	NOUN
american_scientific_journal-4080	100	29	than	than	ADP
american_scientific_journal-4080	100	30	the	the	DET
american_scientific_journal-4080	100	31	linear	linear	ADJ
american_scientific_journal-4080	100	32	methods	method	NOUN
american_scientific_journal-4080	100	33	and	and	CCONJ
american_scientific_journal-4080	100	34	over	over	ADP
american_scientific_journal-4080	100	35	fitting	fitting	ADJ
american_scientific_journal-4080	100	36	thereof	thereof	ADV
american_scientific_journal-4080	100	37	.	.	PUNCT
american_scientific_journal-4080	101	1	american	american	ADJ
american_scientific_journal-4080	101	2	scientific	scientific	ADJ
american_scientific_journal-4080	101	3	research	research	PROPN
american_scientific_journal-4080	101	4	journal	journal	NOUN
american_scientific_journal-4080	101	5	for	for	ADP
american_scientific_journal-4080	101	6	engineering	engineering	NOUN
american_scientific_journal-4080	101	7	,	,	PUNCT
american_scientific_journal-4080	101	8	technology	technology	NOUN
american_scientific_journal-4080	101	9	,	,	PUNCT
american_scientific_journal-4080	101	10	and	and	CCONJ
american_scientific_journal-4080	101	11	sciences	science	NOUN
american_scientific_journal-4080	101	12	(	(	PUNCT
american_scientific_journal-4080	101	13	asrjets	asrjet	NOUN
american_scientific_journal-4080	101	14	)	)	PUNCT
american_scientific_journal-4080	101	15	(	(	PUNCT
american_scientific_journal-4080	101	16	2018	2018	NUM
american_scientific_journal-4080	101	17	)	)	PUNCT
american_scientific_journal-4080	101	18	volume	volume	NOUN
american_scientific_journal-4080	101	19	43	43	NUM
american_scientific_journal-4080	101	20	,	,	PUNCT
american_scientific_journal-4080	101	21	no	no	DET
american_scientific_journal-4080	101	22	1	1	NUM
american_scientific_journal-4080	101	23	,	,	PUNCT
american_scientific_journal-4080	101	24	pp	pp	ADV
american_scientific_journal-4080	101	25	44	44	NUM
american_scientific_journal-4080	101	26	-	-	SYM
american_scientific_journal-4080	101	27	60	60	NUM
american_scientific_journal-4080	101	28	49	49	NUM
american_scientific_journal-4080	101	29	another	another	DET
american_scientific_journal-4080	101	30	approach	approach	NOUN
american_scientific_journal-4080	101	31	to	to	PART
american_scientific_journal-4080	101	32	handle	handle	VERB
american_scientific_journal-4080	101	33	the	the	DET
american_scientific_journal-4080	101	34	nonlinearity	nonlinearity	NOUN
american_scientific_journal-4080	101	35	is	be	AUX
american_scientific_journal-4080	101	36	to	to	PART
american_scientific_journal-4080	101	37	construct	construct	VERB
american_scientific_journal-4080	101	38	a	a	DET
american_scientific_journal-4080	101	39	local	local	ADJ
american_scientific_journal-4080	101	40	appearance	appearance	NOUN
american_scientific_journal-4080	101	41	-	-	PUNCT
american_scientific_journal-4080	101	42	based	base	VERB
american_scientific_journal-4080	101	43	feature	feature	NOUN
american_scientific_journal-4080	101	44	space	space	NOUN
american_scientific_journal-4080	101	45	,	,	PUNCT
american_scientific_journal-4080	101	46	using	use	VERB
american_scientific_journal-4080	101	47	appropriate	appropriate	ADJ
american_scientific_journal-4080	101	48	image	image	NOUN
american_scientific_journal-4080	101	49	filters	filter	NOUN
american_scientific_journal-4080	101	50	,	,	PUNCT
american_scientific_journal-4080	101	51	so	so	SCONJ
american_scientific_journal-4080	101	52	the	the	DET
american_scientific_journal-4080	101	53	distributions	distribution	NOUN
american_scientific_journal-4080	101	54	of	of	ADP
american_scientific_journal-4080	101	55	faces	face	NOUN
american_scientific_journal-4080	101	56	are	be	AUX
american_scientific_journal-4080	101	57	less	less	ADV
american_scientific_journal-4080	101	58	affected	affect	VERB
american_scientific_journal-4080	101	59	by	by	ADP
american_scientific_journal-4080	101	60	various	various	ADJ
american_scientific_journal-4080	101	61	changes	change	NOUN
american_scientific_journal-4080	101	62	.	.	PUNCT
american_scientific_journal-4080	102	1	local	local	ADJ
american_scientific_journal-4080	102	2	features	feature	VERB
american_scientific_journal-4080	102	3	analysis	analysis	NOUN
american_scientific_journal-4080	102	4	(	(	PUNCT
american_scientific_journal-4080	102	5	lfa	lfa	X
american_scientific_journal-4080	102	6	)	)	PUNCT
american_scientific_journal-4080	103	1	[	[	X
american_scientific_journal-4080	103	2	17	17	NUM
american_scientific_journal-4080	103	3	]	]	PUNCT
american_scientific_journal-4080	103	4	,	,	PUNCT
american_scientific_journal-4080	103	5	gabor	gabor	PROPN
american_scientific_journal-4080	103	6	wavelet	wavelet	NOUN
american_scientific_journal-4080	103	7	-	-	PUNCT
american_scientific_journal-4080	103	8	based	base	VERB
american_scientific_journal-4080	103	9	features	feature	NOUN
american_scientific_journal-4080	103	10	(	(	PUNCT
american_scientific_journal-4080	103	11	such	such	ADJ
american_scientific_journal-4080	103	12	as	as	ADP
american_scientific_journal-4080	103	13	elastic	elastic	ADJ
american_scientific_journal-4080	103	14	graph	graph	NOUN
american_scientific_journal-4080	103	15	bunch	bunch	NOUN
american_scientific_journal-4080	103	16	matching	matching	NOUN
american_scientific_journal-4080	103	17	,	,	PUNCT
american_scientific_journal-4080	103	18	egbm	egbm	X
american_scientific_journal-4080	103	19	)	)	PUNCT
american_scientific_journal-4080	104	1	[	[	X
american_scientific_journal-4080	104	2	15	15	NUM
american_scientific_journal-4080	104	3	,	,	PUNCT
american_scientific_journal-4080	104	4	17	17	NUM
american_scientific_journal-4080	104	5	]	]	PUNCT
american_scientific_journal-4080	104	6	and	and	CCONJ
american_scientific_journal-4080	104	7	local	local	ADJ
american_scientific_journal-4080	104	8	binary	binary	ADJ
american_scientific_journal-4080	104	9	pattern	pattern	NOUN
american_scientific_journal-4080	104	10	(	(	PUNCT
american_scientific_journal-4080	104	11	lbp	lbp	NOUN
american_scientific_journal-4080	104	12	)	)	PUNCT
american_scientific_journal-4080	105	1	[	[	X
american_scientific_journal-4080	105	2	1	1	X
american_scientific_journal-4080	105	3	]	]	PUNCT
american_scientific_journal-4080	105	4	have	have	AUX
american_scientific_journal-4080	105	5	been	be	AUX
american_scientific_journal-4080	105	6	used	use	VERB
american_scientific_journal-4080	105	7	for	for	ADP
american_scientific_journal-4080	105	8	this	this	DET
american_scientific_journal-4080	105	9	purpose	purpose	NOUN
american_scientific_journal-4080	105	10	.	.	PUNCT
american_scientific_journal-4080	106	1	some	some	PRON
american_scientific_journal-4080	106	2	of	of	ADP
american_scientific_journal-4080	106	3	these	these	DET
american_scientific_journal-4080	106	4	algorithms	algorithm	NOUN
american_scientific_journal-4080	106	5	may	may	AUX
american_scientific_journal-4080	106	6	be	be	AUX
american_scientific_journal-4080	106	7	considered	consider	VERB
american_scientific_journal-4080	106	8	as	as	ADP
american_scientific_journal-4080	106	9	combining	combine	VERB
american_scientific_journal-4080	106	10	geometric	geometric	ADJ
american_scientific_journal-4080	106	11	(	(	PUNCT
american_scientific_journal-4080	106	12	or	or	CCONJ
american_scientific_journal-4080	106	13	structural	structural	ADJ
american_scientific_journal-4080	106	14	)	)	PUNCT
american_scientific_journal-4080	106	15	feature	feature	NOUN
american_scientific_journal-4080	106	16	detection	detection	NOUN
american_scientific_journal-4080	106	17	and	and	CCONJ
american_scientific_journal-4080	106	18	local	local	ADJ
american_scientific_journal-4080	106	19	appearance	appearance	NOUN
american_scientific_journal-4080	106	20	feature	feature	NOUN
american_scientific_journal-4080	106	21	extraction	extraction	NOUN
american_scientific_journal-4080	106	22	,	,	PUNCT
american_scientific_journal-4080	106	23	to	to	PART
american_scientific_journal-4080	106	24	increase	increase	VERB
american_scientific_journal-4080	106	25	stability	stability	NOUN
american_scientific_journal-4080	106	26	of	of	ADP
american_scientific_journal-4080	106	27	recognition	recognition	NOUN
american_scientific_journal-4080	106	28	performance	performance	NOUN
american_scientific_journal-4080	106	29	under	under	ADP
american_scientific_journal-4080	106	30	changes	change	NOUN
american_scientific_journal-4080	106	31	in	in	ADP
american_scientific_journal-4080	106	32	viewpoint	viewpoint	NOUN
american_scientific_journal-4080	106	33	,	,	PUNCT
american_scientific_journal-4080	106	34	illumination	illumination	NOUN
american_scientific_journal-4080	106	35	,	,	PUNCT
american_scientific_journal-4080	106	36	and	and	CCONJ
american_scientific_journal-4080	106	37	expression	expression	NOUN
american_scientific_journal-4080	106	38	.	.	PUNCT
american_scientific_journal-4080	107	1	a	a	DET
american_scientific_journal-4080	107	2	taxonomy	taxonomy	NOUN
american_scientific_journal-4080	107	3	of	of	ADP
american_scientific_journal-4080	107	4	major	major	ADJ
american_scientific_journal-4080	107	5	face	face	NOUN
american_scientific_journal-4080	107	6	recognition	recognition	NOUN
american_scientific_journal-4080	107	7	algorithms	algorithm	NOUN
american_scientific_journal-4080	107	8	in	in	ADP
american_scientific_journal-4080	107	9	figure	figure	NOUN
american_scientific_journal-4080	107	10	2.8	2.8	NUM
american_scientific_journal-4080	107	11	provides	provide	VERB
american_scientific_journal-4080	107	12	an	an	DET
american_scientific_journal-4080	107	13	overview	overview	NOUN
american_scientific_journal-4080	107	14	of	of	ADP
american_scientific_journal-4080	107	15	face	face	NOUN
american_scientific_journal-4080	107	16	recognition	recognition	NOUN
american_scientific_journal-4080	107	17	technology	technology	NOUN
american_scientific_journal-4080	107	18	based	base	VERB
american_scientific_journal-4080	107	19	on	on	ADP
american_scientific_journal-4080	107	20	pose	pose	NOUN
american_scientific_journal-4080	107	21	dependency	dependency	NOUN
american_scientific_journal-4080	107	22	,	,	PUNCT
american_scientific_journal-4080	107	23	face	face	NOUN
american_scientific_journal-4080	107	24	representation	representation	NOUN
american_scientific_journal-4080	107	25	,	,	PUNCT
american_scientific_journal-4080	107	26	and	and	CCONJ
american_scientific_journal-4080	107	27	features	feature	NOUN
american_scientific_journal-4080	107	28	used	use	VERB
american_scientific_journal-4080	107	29	for	for	ADP
american_scientific_journal-4080	107	30	matching	match	VERB
american_scientific_journal-4080	107	31	.	.	PUNCT
american_scientific_journal-4080	108	1	a	a	DET
american_scientific_journal-4080	108	2	large	large	ADJ
american_scientific_journal-4080	108	3	number	number	NOUN
american_scientific_journal-4080	108	4	of	of	ADP
american_scientific_journal-4080	108	5	local	local	ADJ
american_scientific_journal-4080	108	6	features	feature	NOUN
american_scientific_journal-4080	108	7	can	can	AUX
american_scientific_journal-4080	108	8	be	be	AUX
american_scientific_journal-4080	108	9	produced	produce	VERB
american_scientific_journal-4080	108	10	with	with	ADP
american_scientific_journal-4080	108	11	varying	vary	VERB
american_scientific_journal-4080	108	12	parameters	parameter	NOUN
american_scientific_journal-4080	108	13	in	in	ADP
american_scientific_journal-4080	108	14	the	the	DET
american_scientific_journal-4080	108	15	position	position	NOUN
american_scientific_journal-4080	108	16	,	,	PUNCT
american_scientific_journal-4080	108	17	scale	scale	NOUN
american_scientific_journal-4080	108	18	and	and	CCONJ
american_scientific_journal-4080	108	19	orientation	orientation	NOUN
american_scientific_journal-4080	108	20	of	of	ADP
american_scientific_journal-4080	108	21	the	the	DET
american_scientific_journal-4080	108	22	filters	filter	NOUN
american_scientific_journal-4080	108	23	.	.	PUNCT
american_scientific_journal-4080	109	1	for	for	ADP
american_scientific_journal-4080	109	2	example	example	NOUN
american_scientific_journal-4080	109	3	,	,	PUNCT
american_scientific_journal-4080	109	4	more	more	ADJ
american_scientific_journal-4080	109	5	than	than	ADP
american_scientific_journal-4080	109	6	100,000	100,000	NUM
american_scientific_journal-4080	109	7	local	local	ADJ
american_scientific_journal-4080	109	8	appearance	appearance	NOUN
american_scientific_journal-4080	109	9	features	feature	NOUN
american_scientific_journal-4080	109	10	can	can	AUX
american_scientific_journal-4080	109	11	be	be	AUX
american_scientific_journal-4080	109	12	produced	produce	VERB
american_scientific_journal-4080	109	13	when	when	SCONJ
american_scientific_journal-4080	109	14	an	an	DET
american_scientific_journal-4080	109	15	image	image	NOUN
american_scientific_journal-4080	109	16	of	of	ADP
american_scientific_journal-4080	109	17	100×100	100×100	NUM
american_scientific_journal-4080	109	18	is	be	AUX
american_scientific_journal-4080	109	19	filtered	filter	VERB
american_scientific_journal-4080	109	20	with	with	ADP
american_scientific_journal-4080	109	21	gabor	gabor	PROPN
american_scientific_journal-4080	109	22	filters	filter	NOUN
american_scientific_journal-4080	109	23	of	of	ADP
american_scientific_journal-4080	109	24	five	five	NUM
american_scientific_journal-4080	109	25	scales	scale	NOUN
american_scientific_journal-4080	109	26	and	and	CCONJ
american_scientific_journal-4080	109	27	eight	eight	NUM
american_scientific_journal-4080	109	28	orientation	orientation	NOUN
american_scientific_journal-4080	109	29	for	for	ADP
american_scientific_journal-4080	109	30	all	all	DET
american_scientific_journal-4080	109	31	pixel	pixel	PROPN
american_scientific_journal-4080	109	32	positions	position	NOUN
american_scientific_journal-4080	109	33	,	,	PUNCT
american_scientific_journal-4080	109	34	causing	cause	VERB
american_scientific_journal-4080	109	35	increased	increase	VERB
american_scientific_journal-4080	109	36	dimensionality	dimensionality	NOUN
american_scientific_journal-4080	109	37	.	.	PUNCT
american_scientific_journal-4080	110	1	some	some	PRON
american_scientific_journal-4080	110	2	of	of	ADP
american_scientific_journal-4080	110	3	these	these	DET
american_scientific_journal-4080	110	4	features	feature	NOUN
american_scientific_journal-4080	110	5	are	be	AUX
american_scientific_journal-4080	110	6	effective	effective	ADJ
american_scientific_journal-4080	110	7	and	and	CCONJ
american_scientific_journal-4080	110	8	important	important	ADJ
american_scientific_journal-4080	110	9	for	for	ADP
american_scientific_journal-4080	110	10	the	the	DET
american_scientific_journal-4080	110	11	classification	classification	NOUN
american_scientific_journal-4080	110	12	task	task	NOUN
american_scientific_journal-4080	110	13	whereas	whereas	SCONJ
american_scientific_journal-4080	110	14	the	the	DET
american_scientific_journal-4080	110	15	others	other	NOUN
american_scientific_journal-4080	110	16	may	may	AUX
american_scientific_journal-4080	110	17	not	not	PART
american_scientific_journal-4080	110	18	be	be	AUX
american_scientific_journal-4080	110	19	so	so	ADV
american_scientific_journal-4080	110	20	.	.	PUNCT
american_scientific_journal-4080	111	1	adaboost	adaboost	ADJ
american_scientific_journal-4080	111	2	methods	method	NOUN
american_scientific_journal-4080	111	3	have	have	AUX
american_scientific_journal-4080	111	4	been	be	AUX
american_scientific_journal-4080	111	5	used	use	VERB
american_scientific_journal-4080	111	6	successfully	successfully	ADV
american_scientific_journal-4080	111	7	to	to	PART
american_scientific_journal-4080	111	8	tackle	tackle	VERB
american_scientific_journal-4080	111	9	the	the	DET
american_scientific_journal-4080	111	10	feature	feature	NOUN
american_scientific_journal-4080	111	11	selection	selection	NOUN
american_scientific_journal-4080	111	12	and	and	CCONJ
american_scientific_journal-4080	111	13	nonlinear	nonlinear	ADJ
american_scientific_journal-4080	111	14	classification	classification	NOUN
american_scientific_journal-4080	111	15	problems	problem	NOUN
american_scientific_journal-4080	111	16	[	[	X
american_scientific_journal-4080	111	17	18	18	NUM
american_scientific_journal-4080	111	18	,	,	PUNCT
american_scientific_journal-4080	111	19	19	19	NUM
american_scientific_journal-4080	111	20	,	,	PUNCT
american_scientific_journal-4080	111	21	20	20	NUM
american_scientific_journal-4080	111	22	]	]	PUNCT
american_scientific_journal-4080	111	23	.	.	PUNCT
american_scientific_journal-4080	112	1	these	these	DET
american_scientific_journal-4080	112	2	works	work	NOUN
american_scientific_journal-4080	112	3	lead	lead	VERB
american_scientific_journal-4080	112	4	to	to	ADP
american_scientific_journal-4080	112	5	a	a	DET
american_scientific_journal-4080	112	6	framework	framework	NOUN
american_scientific_journal-4080	112	7	for	for	ADP
american_scientific_journal-4080	112	8	learning	learn	VERB
american_scientific_journal-4080	112	9	both	both	CCONJ
american_scientific_journal-4080	112	10	effective	effective	ADJ
american_scientific_journal-4080	112	11	features	feature	NOUN
american_scientific_journal-4080	112	12	and	and	CCONJ
american_scientific_journal-4080	112	13	effective	effective	ADJ
american_scientific_journal-4080	112	14	classifiers	classifier	NOUN
american_scientific_journal-4080	112	15	.	.	PUNCT
american_scientific_journal-4080	113	1	3.2	3.2	NUM
american_scientific_journal-4080	113	2	current	current	ADJ
american_scientific_journal-4080	113	3	technology	technology	NOUN
american_scientific_journal-4080	113	4	maturity	maturity	NOUN
american_scientific_journal-4080	113	5	as	as	SCONJ
american_scientific_journal-4080	113	6	introduced	introduce	VERB
american_scientific_journal-4080	113	7	earlier	early	ADV
american_scientific_journal-4080	113	8	,	,	PUNCT
american_scientific_journal-4080	113	9	a	a	DET
american_scientific_journal-4080	113	10	face	face	NOUN
american_scientific_journal-4080	113	11	recognition	recognition	NOUN
american_scientific_journal-4080	113	12	system	system	NOUN
american_scientific_journal-4080	113	13	consists	consist	VERB
american_scientific_journal-4080	113	14	of	of	ADP
american_scientific_journal-4080	113	15	several	several	ADJ
american_scientific_journal-4080	113	16	components	component	NOUN
american_scientific_journal-4080	113	17	,	,	PUNCT
american_scientific_journal-4080	113	18	including	include	VERB
american_scientific_journal-4080	113	19	face	face	NOUN
american_scientific_journal-4080	113	20	detection	detection	NOUN
american_scientific_journal-4080	113	21	,	,	PUNCT
american_scientific_journal-4080	113	22	tracking	tracking	NOUN
american_scientific_journal-4080	113	23	,	,	PUNCT
american_scientific_journal-4080	113	24	alignment	alignment	NOUN
american_scientific_journal-4080	113	25	,	,	PUNCT
american_scientific_journal-4080	113	26	feature	feature	NOUN
american_scientific_journal-4080	113	27	extraction	extraction	NOUN
american_scientific_journal-4080	113	28	,	,	PUNCT
american_scientific_journal-4080	113	29	and	and	CCONJ
american_scientific_journal-4080	113	30	matching	matching	NOUN
american_scientific_journal-4080	113	31	.	.	PUNCT
american_scientific_journal-4080	114	1	where	where	SCONJ
american_scientific_journal-4080	114	2	are	be	AUX
american_scientific_journal-4080	114	3	we	we	PRON
american_scientific_journal-4080	114	4	along	along	ADP
american_scientific_journal-4080	114	5	the	the	DET
american_scientific_journal-4080	114	6	road	road	NOUN
american_scientific_journal-4080	114	7	of	of	ADP
american_scientific_journal-4080	114	8	making	make	VERB
american_scientific_journal-4080	114	9	automatic	automatic	ADJ
american_scientific_journal-4080	114	10	face	face	NOUN
american_scientific_journal-4080	114	11	recognition	recognition	NOUN
american_scientific_journal-4080	114	12	systems	system	NOUN
american_scientific_journal-4080	114	13	?	?	PUNCT
american_scientific_journal-4080	115	1	to	to	PART
american_scientific_journal-4080	115	2	answer	answer	VERB
american_scientific_journal-4080	115	3	this	this	DET
american_scientific_journal-4080	115	4	question	question	NOUN
american_scientific_journal-4080	115	5	,	,	PUNCT
american_scientific_journal-4080	115	6	we	we	PRON
american_scientific_journal-4080	115	7	have	have	VERB
american_scientific_journal-4080	115	8	to	to	PART
american_scientific_journal-4080	115	9	assume	assume	VERB
american_scientific_journal-4080	115	10	some	some	DET
american_scientific_journal-4080	115	11	given	give	VERB
american_scientific_journal-4080	115	12	constraints	constraint	NOUN
american_scientific_journal-4080	115	13	namely	namely	ADV
american_scientific_journal-4080	115	14	what	what	PRON
american_scientific_journal-4080	115	15	the	the	DET
american_scientific_journal-4080	115	16	intended	intended	ADJ
american_scientific_journal-4080	115	17	situation	situation	NOUN
american_scientific_journal-4080	115	18	for	for	ADP
american_scientific_journal-4080	115	19	the	the	DET
american_scientific_journal-4080	115	20	application	application	NOUN
american_scientific_journal-4080	115	21	is	be	AUX
american_scientific_journal-4080	115	22	and	and	CCONJ
american_scientific_journal-4080	115	23	how	how	SCONJ
american_scientific_journal-4080	115	24	strong	strong	ADJ
american_scientific_journal-4080	115	25	constraints	constraint	NOUN
american_scientific_journal-4080	115	26	are	be	AUX
american_scientific_journal-4080	115	27	assumed	assume	VERB
american_scientific_journal-4080	115	28	,	,	PUNCT
american_scientific_journal-4080	115	29	including	include	VERB
american_scientific_journal-4080	115	30	pose	pose	PROPN
american_scientific_journal-4080	115	31	,	,	PUNCT
american_scientific_journal-4080	115	32	illumination	illumination	NOUN
american_scientific_journal-4080	115	33	,	,	PUNCT
american_scientific_journal-4080	115	34	facial	facial	ADJ
american_scientific_journal-4080	115	35	expression	expression	NOUN
american_scientific_journal-4080	115	36	,	,	PUNCT
american_scientific_journal-4080	115	37	age	age	NOUN
american_scientific_journal-4080	115	38	,	,	PUNCT
american_scientific_journal-4080	115	39	occlusion	occlusion	NOUN
american_scientific_journal-4080	115	40	,	,	PUNCT
american_scientific_journal-4080	115	41	and	and	CCONJ
american_scientific_journal-4080	115	42	facial	facial	ADJ
american_scientific_journal-4080	115	43	hair	hair	NOUN
american_scientific_journal-4080	115	44	.	.	PUNCT
american_scientific_journal-4080	116	1	real	real	ADJ
american_scientific_journal-4080	116	2	-	-	PUNCT
american_scientific_journal-4080	116	3	time	time	NOUN
american_scientific_journal-4080	116	4	face	face	NOUN
american_scientific_journal-4080	116	5	detection	detection	NOUN
american_scientific_journal-4080	116	6	and	and	CCONJ
american_scientific_journal-4080	116	7	tracking	tracking	NOUN
american_scientific_journal-4080	116	8	in	in	ADP
american_scientific_journal-4080	116	9	the	the	DET
american_scientific_journal-4080	116	10	normal	normal	ADJ
american_scientific_journal-4080	116	11	indoor	indoor	ADJ
american_scientific_journal-4080	116	12	environment	environment	NOUN
american_scientific_journal-4080	116	13	is	be	AUX
american_scientific_journal-4080	116	14	relatively	relatively	ADV
american_scientific_journal-4080	116	15	well	well	ADV
american_scientific_journal-4080	116	16	solved	solve	VERB
american_scientific_journal-4080	116	17	,	,	PUNCT
american_scientific_journal-4080	116	18	whereas	whereas	SCONJ
american_scientific_journal-4080	116	19	more	more	ADJ
american_scientific_journal-4080	116	20	work	work	NOUN
american_scientific_journal-4080	116	21	is	be	AUX
american_scientific_journal-4080	116	22	needed	need	VERB
american_scientific_journal-4080	116	23	for	for	ADP
american_scientific_journal-4080	116	24	handling	handle	VERB
american_scientific_journal-4080	116	25	outdoor	outdoor	ADJ
american_scientific_journal-4080	116	26	scenes	scene	NOUN
american_scientific_journal-4080	116	27	.	.	PUNCT
american_scientific_journal-4080	117	1	when	when	SCONJ
american_scientific_journal-4080	117	2	faces	face	NOUN
american_scientific_journal-4080	117	3	are	be	AUX
american_scientific_journal-4080	117	4	detected	detect	VERB
american_scientific_journal-4080	117	5	and	and	CCONJ
american_scientific_journal-4080	117	6	tracked	track	VERB
american_scientific_journal-4080	117	7	,	,	PUNCT
american_scientific_journal-4080	117	8	alignment	alignment	NOUN
american_scientific_journal-4080	117	9	can	can	AUX
american_scientific_journal-4080	117	10	be	be	AUX
american_scientific_journal-4080	117	11	done	do	VERB
american_scientific_journal-4080	117	12	as	as	ADV
american_scientific_journal-4080	117	13	well	well	ADV
american_scientific_journal-4080	117	14	,	,	PUNCT
american_scientific_journal-4080	117	15	assuming	assume	VERB
american_scientific_journal-4080	117	16	the	the	DET
american_scientific_journal-4080	117	17	image	image	NOUN
american_scientific_journal-4080	117	18	resolution	resolution	NOUN
american_scientific_journal-4080	117	19	is	be	AUX
american_scientific_journal-4080	117	20	good	good	ADJ
american_scientific_journal-4080	117	21	enough	enough	ADV
american_scientific_journal-4080	117	22	for	for	ADP
american_scientific_journal-4080	117	23	localizing	localize	VERB
american_scientific_journal-4080	117	24	the	the	DET
american_scientific_journal-4080	117	25	facial	facial	ADJ
american_scientific_journal-4080	117	26	components	component	NOUN
american_scientific_journal-4080	117	27	,	,	PUNCT
american_scientific_journal-4080	117	28	face	face	VERB
american_scientific_journal-4080	117	29	recognition	recognition	NOUN
american_scientific_journal-4080	117	30	works	work	VERB
american_scientific_journal-4080	117	31	well	well	ADV
american_scientific_journal-4080	117	32	for	for	ADP
american_scientific_journal-4080	117	33	cooperative	cooperative	ADJ
american_scientific_journal-4080	117	34	frontal	frontal	ADJ
american_scientific_journal-4080	117	35	faces	face	NOUN
american_scientific_journal-4080	117	36	without	without	ADP
american_scientific_journal-4080	117	37	exaggerated	exaggerated	ADJ
american_scientific_journal-4080	117	38	expressions	expression	NOUN
american_scientific_journal-4080	117	39	and	and	CCONJ
american_scientific_journal-4080	117	40	under	under	ADP
american_scientific_journal-4080	117	41	illumination	illumination	NOUN
american_scientific_journal-4080	117	42	without	without	ADP
american_scientific_journal-4080	117	43	much	much	ADJ
american_scientific_journal-4080	117	44	shadow	shadow	NOUN
american_scientific_journal-4080	117	45	.	.	PUNCT
american_scientific_journal-4080	118	1	face	face	NOUN
american_scientific_journal-4080	118	2	recognition	recognition	NOUN
american_scientific_journal-4080	118	3	in	in	ADP
american_scientific_journal-4080	118	4	an	an	DET
american_scientific_journal-4080	118	5	unconstrained	unconstrained	ADJ
american_scientific_journal-4080	118	6	daily	daily	ADJ
american_scientific_journal-4080	118	7	life	life	NOUN
american_scientific_journal-4080	118	8	environment	environment	NOUN
american_scientific_journal-4080	118	9	without	without	ADP
american_scientific_journal-4080	118	10	the	the	DET
american_scientific_journal-4080	118	11	user	user	NOUN
american_scientific_journal-4080	118	12	’s	’s	PART
american_scientific_journal-4080	118	13	cooperation	cooperation	NOUN
american_scientific_journal-4080	118	14	,	,	PUNCT
american_scientific_journal-4080	118	15	such	such	ADJ
american_scientific_journal-4080	118	16	as	as	ADP
american_scientific_journal-4080	118	17	for	for	ADP
american_scientific_journal-4080	118	18	recognizing	recognize	VERB
american_scientific_journal-4080	118	19	someone	someone	PRON
american_scientific_journal-4080	118	20	in	in	ADP
american_scientific_journal-4080	118	21	an	an	DET
american_scientific_journal-4080	118	22	airport	airport	NOUN
american_scientific_journal-4080	118	23	,	,	PUNCT
american_scientific_journal-4080	118	24	is	be	AUX
american_scientific_journal-4080	118	25	currently	currently	ADV
american_scientific_journal-4080	118	26	a	a	DET
american_scientific_journal-4080	118	27	challenging	challenging	ADJ
american_scientific_journal-4080	118	28	task	task	NOUN
american_scientific_journal-4080	118	29	.	.	PUNCT
american_scientific_journal-4080	119	1	many	many	ADJ
american_scientific_journal-4080	119	2	years	year	NOUN
american_scientific_journal-4080	119	3	’	'	PUNCT
american_scientific_journal-4080	119	4	effort	effort	NOUN
american_scientific_journal-4080	119	5	is	be	AUX
american_scientific_journal-4080	119	6	required	require	VERB
american_scientific_journal-4080	119	7	to	to	PART
american_scientific_journal-4080	119	8	produce	produce	VERB
american_scientific_journal-4080	119	9	practical	practical	ADJ
american_scientific_journal-4080	119	10	solutions	solution	NOUN
american_scientific_journal-4080	119	11	to	to	ADP
american_scientific_journal-4080	119	12	such	such	ADJ
american_scientific_journal-4080	119	13	problems	problem	NOUN
american_scientific_journal-4080	119	14	.	.	PUNCT
american_scientific_journal-4080	120	1	3.3	3.3	NUM
american_scientific_journal-4080	120	2	the	the	DET
american_scientific_journal-4080	120	3	hausdorff	hausdorff	NOUN
american_scientific_journal-4080	120	4	distance	distance	NOUN
american_scientific_journal-4080	120	5	given	give	VERB
american_scientific_journal-4080	120	6	two	two	NUM
american_scientific_journal-4080	120	7	infinite	infinite	ADJ
american_scientific_journal-4080	120	8	point	point	NOUN
american_scientific_journal-4080	120	9	sets	set	VERB
american_scientific_journal-4080	120	10	𝐴𝐴	𝐴𝐴	PROPN
american_scientific_journal-4080	120	11	=	=	SYM
american_scientific_journal-4080	120	12	�	�	PROPN
american_scientific_journal-4080	120	13	𝑎𝑎1	𝑎𝑎1	NOUN
american_scientific_journal-4080	120	14	…	…	PUNCT
american_scientific_journal-4080	120	15	…	…	PUNCT
american_scientific_journal-4080	120	16	.	.	PUNCT
american_scientific_journal-4080	120	17	.	.	PUNCT
american_scientific_journal-4080	121	1	𝑎𝑎𝑝𝑝	𝑎𝑎𝑝𝑝	PROPN
american_scientific_journal-4080	121	2	�	�	PROPN
american_scientific_journal-4080	121	3	and	and	CCONJ
american_scientific_journal-4080	121	4	b	b	X
american_scientific_journal-4080	121	5	=	=	PROPN
american_scientific_journal-4080	121	6	�	�	PROPN
american_scientific_journal-4080	121	7	𝑏𝑏1	𝑏𝑏1	NOUN
american_scientific_journal-4080	121	8	…	…	PUNCT
american_scientific_journal-4080	121	9	…	…	PUNCT
american_scientific_journal-4080	121	10	.	.	PUNCT
american_scientific_journal-4080	121	11	.	.	PUNCT
american_scientific_journal-4080	122	1	𝑏𝑏𝑞𝑞	𝑏𝑏𝑞𝑞	PROPN
american_scientific_journal-4080	122	2	�	�	PROPN
american_scientific_journal-4080	122	3	,	,	PUNCT
american_scientific_journal-4080	122	4	the	the	DET
american_scientific_journal-4080	122	5	hausdorff	hausdorff	NOUN
american_scientific_journal-4080	122	6	distance	distance	NOUN
american_scientific_journal-4080	122	7	is	be	AUX
american_scientific_journal-4080	122	8	defined	define	VERB
american_scientific_journal-4080	122	9	as∶	as∶	VERB
american_scientific_journal-4080	122	10	𝐻𝐻	𝐻𝐻	NOUN
american_scientific_journal-4080	122	11	=	=	SYM
american_scientific_journal-4080	122	12	(	(	PUNCT
american_scientific_journal-4080	122	13	𝐴𝐴,𝐵𝐵	𝐴𝐴,𝐵𝐵	ADJ
american_scientific_journal-4080	122	14	)	)	PUNCT
american_scientific_journal-4080	122	15	=	=	SYM
american_scientific_journal-4080	122	16	max	max	PROPN
american_scientific_journal-4080	122	17	�	�	PROPN
american_scientific_journal-4080	122	18	ℎ(𝐴𝐴,𝐵𝐵	ℎ(𝐴𝐴,𝐵𝐵	NOUN
american_scientific_journal-4080	122	19	)	)	PUNCT
american_scientific_journal-4080	122	20	,	,	PUNCT
american_scientific_journal-4080	122	21	ℎ(𝐵𝐵,𝐴𝐴	ℎ(𝐵𝐵,𝐴𝐴	NOUN
american_scientific_journal-4080	122	22	)	)	PUNCT
american_scientific_journal-4080	122	23	�	�	PROPN
american_scientific_journal-4080	122	24	(	(	PUNCT
american_scientific_journal-4080	122	25	1	1	NUM
american_scientific_journal-4080	122	26	)	)	PUNCT
american_scientific_journal-4080	122	27	where	where	SCONJ
american_scientific_journal-4080	122	28	ℎ(𝐴𝐴,𝐵𝐵	ℎ(𝐴𝐴,𝐵𝐵	NOUN
american_scientific_journal-4080	122	29	)	)	PUNCT
american_scientific_journal-4080	122	30	=	=	PUNCT
american_scientific_journal-4080	123	1	‖𝑎𝑎	‖𝑎𝑎	NUM
american_scientific_journal-4080	123	2	−	−	NOUN
american_scientific_journal-4080	123	3	𝑏𝑏‖𝑎𝑎∈𝐴𝐴	𝑏𝑏‖𝑎𝑎∈𝐴𝐴	ADP
american_scientific_journal-4080	123	4	𝑏𝑏∈𝐵𝐵	𝑏𝑏∈𝐵𝐵	NUM
american_scientific_journal-4080	123	5	max𝑚𝑚𝑚𝑚𝑚𝑚	max𝑚𝑚𝑚𝑚𝑚𝑚	PROPN
american_scientific_journal-4080	123	6	(	(	PUNCT
american_scientific_journal-4080	123	7	2	2	NUM
american_scientific_journal-4080	123	8	)	)	PUNCT
american_scientific_journal-4080	123	9	and	and	CCONJ
american_scientific_journal-4080	123	10	‖.	‖.	PROPN
american_scientific_journal-4080	123	11	‖	‖	PROPN
american_scientific_journal-4080	123	12	is	be	AUX
american_scientific_journal-4080	123	13	some	some	DET
american_scientific_journal-4080	123	14	underlying	underlying	ADJ
american_scientific_journal-4080	123	15	norm	norm	NOUN
american_scientific_journal-4080	123	16	between	between	ADP
american_scientific_journal-4080	123	17	pouts	pout	NOUN
american_scientific_journal-4080	123	18	a	a	DET
american_scientific_journal-4080	123	19	and	and	CCONJ
american_scientific_journal-4080	123	20	b.	b.	PROPN
american_scientific_journal-4080	123	21	american	american	PROPN
american_scientific_journal-4080	123	22	scientific	scientific	PROPN
american_scientific_journal-4080	123	23	research	research	PROPN
american_scientific_journal-4080	123	24	journal	journal	NOUN
american_scientific_journal-4080	123	25	for	for	ADP
american_scientific_journal-4080	123	26	engineering	engineering	NOUN
american_scientific_journal-4080	123	27	,	,	PUNCT
american_scientific_journal-4080	123	28	technology	technology	NOUN
american_scientific_journal-4080	123	29	,	,	PUNCT
american_scientific_journal-4080	123	30	and	and	CCONJ
american_scientific_journal-4080	123	31	sciences	science	NOUN
american_scientific_journal-4080	123	32	(	(	PUNCT
american_scientific_journal-4080	123	33	asrjets	asrjet	NOUN
american_scientific_journal-4080	123	34	)	)	PUNCT
american_scientific_journal-4080	123	35	(	(	PUNCT
american_scientific_journal-4080	123	36	2018	2018	NUM
american_scientific_journal-4080	123	37	)	)	PUNCT
american_scientific_journal-4080	123	38	volume	volume	NOUN
american_scientific_journal-4080	123	39	43	43	NUM
american_scientific_journal-4080	123	40	,	,	PUNCT
american_scientific_journal-4080	123	41	no	no	DET
american_scientific_journal-4080	123	42	1	1	NUM
american_scientific_journal-4080	123	43	,	,	PUNCT
american_scientific_journal-4080	123	44	pp	pp	ADV
american_scientific_journal-4080	123	45	44	44	NUM
american_scientific_journal-4080	123	46	-	-	SYM
american_scientific_journal-4080	123	47	60	60	NUM
american_scientific_journal-4080	123	48	50	50	NUM
american_scientific_journal-4080	123	49	the	the	DET
american_scientific_journal-4080	123	50	function	function	NOUN
american_scientific_journal-4080	123	51	h	h	NOUN
american_scientific_journal-4080	123	52	(	(	PUNCT
american_scientific_journal-4080	123	53	a	a	PRON
american_scientific_journal-4080	123	54	,	,	PUNCT
american_scientific_journal-4080	123	55	b)is	b)is	PROPN
american_scientific_journal-4080	123	56	called	call	VERB
american_scientific_journal-4080	123	57	the	the	DET
american_scientific_journal-4080	123	58	directed	direct	VERB
american_scientific_journal-4080	123	59	hausdorff	hausdorff	NOUN
american_scientific_journal-4080	123	60	distance	distance	NOUN
american_scientific_journal-4080	123	61	from	from	ADP
american_scientific_journal-4080	123	62	a	a	PRON
american_scientific_journal-4080	123	63	to	to	ADP
american_scientific_journal-4080	123	64	b.	b.	PROPN
american_scientific_journal-4080	123	65	it	it	PRON
american_scientific_journal-4080	123	66	identifies	identify	VERB
american_scientific_journal-4080	123	67	the	the	DET
american_scientific_journal-4080	123	68	point	point	NOUN
american_scientific_journal-4080	123	69	a	a	DET
american_scientific_journal-4080	123	70	ε	ε	PROPN
american_scientific_journal-4080	123	71	a	a	PRON
american_scientific_journal-4080	123	72	that	that	PRON
american_scientific_journal-4080	123	73	is	be	AUX
american_scientific_journal-4080	123	74	farthestfrom	farthestfrom	VERB
american_scientific_journal-4080	123	75	any	any	DET
american_scientific_journal-4080	123	76	point	point	NOUN
american_scientific_journal-4080	123	77	of	of	ADP
american_scientific_journal-4080	123	78	b	b	NOUN
american_scientific_journal-4080	123	79	and	and	CCONJ
american_scientific_journal-4080	123	80	measures	measure	VERB
american_scientific_journal-4080	123	81	the	the	DET
american_scientific_journal-4080	123	82	distance	distance	NOUN
american_scientific_journal-4080	123	83	from	from	ADP
american_scientific_journal-4080	123	84	a	a	PRON
american_scientific_journal-4080	123	85	to	to	ADP
american_scientific_journal-4080	123	86	this	this	DET
american_scientific_journal-4080	123	87	nearest	near	ADJ
american_scientific_journal-4080	123	88	neigbor	neigbor	PROPN
american_scientific_journal-4080	123	89	in	in	ADP
american_scientific_journal-4080	123	90	b.	b.	PROPN
american_scientific_journal-4080	123	91	the	the	DET
american_scientific_journal-4080	123	92	hausdorff	hausdorff	NOUN
american_scientific_journal-4080	123	93	distance	distance	NOUN
american_scientific_journal-4080	123	94	measures	measure	NOUN
american_scientific_journal-4080	123	95	the	the	DET
american_scientific_journal-4080	123	96	mismatch	mismatch	NOUN
american_scientific_journal-4080	123	97	between	between	ADP
american_scientific_journal-4080	123	98	two	two	NUM
american_scientific_journal-4080	123	99	sets	set	NOUN
american_scientific_journal-4080	123	100	that	that	PRON
american_scientific_journal-4080	123	101	are	be	AUX
american_scientific_journal-4080	123	102	at	at	ADP
american_scientific_journal-4080	123	103	fixed	fix	VERB
american_scientific_journal-4080	123	104	positions	position	NOUN
american_scientific_journal-4080	123	105	with	with	ADP
american_scientific_journal-4080	123	106	respect	respect	NOUN
american_scientific_journal-4080	123	107	to	to	ADP
american_scientific_journal-4080	123	108	one	one	NUM
american_scientific_journal-4080	123	109	another	another	DET
american_scientific_journal-4080	123	110	.	.	PUNCT
american_scientific_journal-4080	124	1	considering	consider	VERB
american_scientific_journal-4080	124	2	measuring	measure	VERB
american_scientific_journal-4080	124	3	the	the	DET
american_scientific_journal-4080	124	4	mismatch	mismatch	NOUN
american_scientific_journal-4080	124	5	between	between	ADP
american_scientific_journal-4080	124	6	all	all	DET
american_scientific_journal-4080	124	7	possible	possible	ADJ
american_scientific_journal-4080	124	8	relative	relative	ADJ
american_scientific_journal-4080	124	9	positions	position	NOUN
american_scientific_journal-4080	124	10	of	of	ADP
american_scientific_journal-4080	124	11	two	two	NUM
american_scientific_journal-4080	124	12	sets	set	NOUN
american_scientific_journal-4080	124	13	,	,	PUNCT
american_scientific_journal-4080	124	14	as	as	SCONJ
american_scientific_journal-4080	124	15	given	give	VERB
american_scientific_journal-4080	124	16	by	by	ADP
american_scientific_journal-4080	124	17	the	the	DET
american_scientific_journal-4080	124	18	value	value	NOUN
american_scientific_journal-4080	124	19	of	of	ADP
american_scientific_journal-4080	124	20	the	the	DET
american_scientific_journal-4080	124	21	hausdorff	hausdorff	NOUN
american_scientific_journal-4080	124	22	distance	distance	NOUN
american_scientific_journal-4080	124	23	as	as	ADP
american_scientific_journal-4080	124	24	a	a	DET
american_scientific_journal-4080	124	25	function	function	NOUN
american_scientific_journal-4080	124	26	of	of	ADP
american_scientific_journal-4080	124	27	relative	relative	ADJ
american_scientific_journal-4080	124	28	position	position	NOUN
american_scientific_journal-4080	124	29	,	,	PUNCT
american_scientific_journal-4080	124	30	that	that	ADV
american_scientific_journal-4080	124	31	is	is	ADV
american_scientific_journal-4080	124	32	,	,	PUNCT
american_scientific_journal-4080	124	33	for	for	ADP
american_scientific_journal-4080	124	34	any	any	DET
american_scientific_journal-4080	124	35	group	group	NOUN
american_scientific_journal-4080	124	36	g	g	NOUN
american_scientific_journal-4080	124	37	,	,	PUNCT
american_scientific_journal-4080	124	38	the	the	DET
american_scientific_journal-4080	124	39	minimum	minimum	ADJ
american_scientific_journal-4080	124	40	hausdorff	hausdorff	NOUN
american_scientific_journal-4080	124	41	distance	distance	NOUN
american_scientific_journal-4080	124	42	is	be	AUX
american_scientific_journal-4080	124	43	defined	define	VERB
american_scientific_journal-4080	124	44	to	to	PART
american_scientific_journal-4080	124	45	be	be	AUX
american_scientific_journal-4080	124	46	𝑀𝑀𝑔𝑔(𝐴𝐴,𝐵𝐵	𝑀𝑀𝑔𝑔(𝐴𝐴,𝐵𝐵	ADJ
american_scientific_journal-4080	124	47	)	)	PUNCT
american_scientific_journal-4080	125	1	=	=	SYM
american_scientific_journal-4080	125	2	𝐻𝐻	𝐻𝐻	PROPN
american_scientific_journal-4080	125	3	𝑔𝑔1𝐴𝐴,𝑔𝑔2𝐵𝐵	𝑔𝑔1𝐴𝐴,𝑔𝑔2𝐵𝐵	NOUN
american_scientific_journal-4080	125	4	𝑔𝑔1𝑔𝑔2	𝑔𝑔1𝑔𝑔2	NOUN
american_scientific_journal-4080	125	5	∈𝐺𝐺	∈𝐺𝐺	PROPN
american_scientific_journal-4080	125	6	min	min	NOUN
american_scientific_journal-4080	125	7	(	(	PUNCT
american_scientific_journal-4080	125	8	3	3	NUM
american_scientific_journal-4080	125	9	)	)	PUNCT
american_scientific_journal-4080	125	10	if	if	SCONJ
american_scientific_journal-4080	125	11	the	the	DET
american_scientific_journal-4080	125	12	group	group	NOUN
american_scientific_journal-4080	125	13	g	g	PROPN
american_scientific_journal-4080	125	14	is	be	AUX
american_scientific_journal-4080	125	15	such	such	ADJ
american_scientific_journal-4080	125	16	that	that	SCONJ
american_scientific_journal-4080	125	17	for	for	ADP
american_scientific_journal-4080	125	18	any	any	DET
american_scientific_journal-4080	125	19	g	g	NOUN
american_scientific_journal-4080	125	20	ε	ε	PROPN
american_scientific_journal-4080	125	21	g	g	NOUN
american_scientific_journal-4080	125	22	and	and	CCONJ
american_scientific_journal-4080	125	23	for	for	ADP
american_scientific_journal-4080	125	24	any	any	DET
american_scientific_journal-4080	125	25	points	point	NOUN
american_scientific_journal-4080	125	26	𝑥𝑥1	𝑥𝑥1	NOUN
american_scientific_journal-4080	125	27	,	,	PUNCT
american_scientific_journal-4080	125	28	𝑥𝑥2	𝑥𝑥2	ADV
american_scientific_journal-4080	125	29	,	,	PUNCT
american_scientific_journal-4080	125	30	‖𝑔𝑔𝑥𝑥1	‖𝑔𝑔𝑥𝑥1	PROPN
american_scientific_journal-4080	125	31	−	−	NOUN
american_scientific_journal-4080	125	32	𝑔𝑔𝑥𝑥2	𝑔𝑔𝑥𝑥2	ADV
american_scientific_journal-4080	125	33	‖	‖	ADJ
american_scientific_journal-4080	125	34	=	=	SYM
american_scientific_journal-4080	125	35	‖𝑥𝑥1	‖𝑥𝑥1	NOUN
american_scientific_journal-4080	125	36	−	−	NOUN
american_scientific_journal-4080	126	1	𝑥𝑥2	𝑥𝑥2	ADV
american_scientific_journal-4080	126	2	‖	‖	ADJ
american_scientific_journal-4080	126	3	,	,	PUNCT
american_scientific_journal-4080	126	4	then	then	ADV
american_scientific_journal-4080	126	5	we	we	PRON
american_scientific_journal-4080	126	6	need	need	AUX
american_scientific_journal-4080	126	7	only	only	ADV
american_scientific_journal-4080	126	8	consider	consider	VERB
american_scientific_journal-4080	126	9	transforming	transform	VERB
american_scientific_journal-4080	126	10	one	one	NUM
american_scientific_journal-4080	126	11	of	of	ADP
american_scientific_journal-4080	126	12	the	the	DET
american_scientific_journal-4080	126	13	sets	set	NOUN
american_scientific_journal-4080	126	14	:	:	PUNCT
american_scientific_journal-4080	126	15	𝑀𝑀𝐺𝐺(𝐴𝐴,𝐵𝐵	𝑀𝑀𝐺𝐺(𝐴𝐴,𝐵𝐵	ADJ
american_scientific_journal-4080	126	16	)	)	PUNCT
american_scientific_journal-4080	126	17	=	=	PUNCT
american_scientific_journal-4080	126	18	𝐻𝐻(𝐴𝐴,𝑔𝑔𝐵𝐵).𝑔𝑔∈𝐺𝐺	𝐻𝐻(𝐴𝐴,𝑔𝑔𝐵𝐵).𝑔𝑔∈𝐺𝐺	PROPN
american_scientific_journal-4080	126	19	min	min	NOUN
american_scientific_journal-4080	126	20	(	(	PUNCT
american_scientific_journal-4080	126	21	4	4	X
american_scientific_journal-4080	126	22	)	)	PUNCT
american_scientific_journal-4080	126	23	this	this	DET
american_scientific_journal-4080	126	24	property	property	NOUN
american_scientific_journal-4080	126	25	holds	hold	VERB
american_scientific_journal-4080	126	26	when	when	SCONJ
american_scientific_journal-4080	126	27	g	g	PROPN
american_scientific_journal-4080	126	28	is	be	AUX
american_scientific_journal-4080	126	29	the	the	DET
american_scientific_journal-4080	126	30	group	group	NOUN
american_scientific_journal-4080	126	31	of	of	ADP
american_scientific_journal-4080	126	32	translations	translation	NOUN
american_scientific_journal-4080	126	33	,	,	PUNCT
american_scientific_journal-4080	126	34	and	and	CCONJ
american_scientific_journal-4080	126	35	‖	‖	PROPN
american_scientific_journal-4080	126	36	.	.	PUNCT
american_scientific_journal-4080	127	1	‖	‖	PROPN
american_scientific_journal-4080	127	2	is	be	AUX
american_scientific_journal-4080	127	3	any	any	DET
american_scientific_journal-4080	127	4	norm	norm	NOUN
american_scientific_journal-4080	127	5	,	,	PUNCT
american_scientific_journal-4080	127	6	as	as	ADV
american_scientific_journal-4080	127	7	well	well	ADV
american_scientific_journal-4080	127	8	as	as	ADP
american_scientific_journal-4080	127	9	when	when	SCONJ
american_scientific_journal-4080	127	10	g	g	PROPN
american_scientific_journal-4080	127	11	is	be	AUX
american_scientific_journal-4080	127	12	the	the	DET
american_scientific_journal-4080	127	13	group	group	NOUN
american_scientific_journal-4080	127	14	of	of	ADP
american_scientific_journal-4080	127	15	rigid	rigid	ADJ
american_scientific_journal-4080	127	16	motions	motion	NOUN
american_scientific_journal-4080	127	17	and	and	CCONJ
american_scientific_journal-4080	127	18	‖	‖	PROPN
american_scientific_journal-4080	127	19	.	.	PUNCT
american_scientific_journal-4080	128	1	‖	‖	PROPN
american_scientific_journal-4080	128	2	is	be	AUX
american_scientific_journal-4080	128	3	the	the	DET
american_scientific_journal-4080	128	4	euclidean	euclidean	ADJ
american_scientific_journal-4080	128	5	norm	norm	NOUN
american_scientific_journal-4080	128	6	.	.	PUNCT
american_scientific_journal-4080	129	1	4	4	X
american_scientific_journal-4080	129	2	.	.	X
american_scientific_journal-4080	129	3	methodology	methodology	NOUN
american_scientific_journal-4080	129	4	the	the	DET
american_scientific_journal-4080	129	5	facial	facial	ADJ
american_scientific_journal-4080	129	6	recognition	recognition	NOUN
american_scientific_journal-4080	129	7	system	system	NOUN
american_scientific_journal-4080	129	8	consists	consist	VERB
american_scientific_journal-4080	129	9	of	of	ADP
american_scientific_journal-4080	129	10	modules	module	NOUN
american_scientific_journal-4080	129	11	which	which	PRON
american_scientific_journal-4080	129	12	work	work	VERB
american_scientific_journal-4080	129	13	seamlessly	seamlessly	ADV
american_scientific_journal-4080	129	14	to	to	PART
american_scientific_journal-4080	129	15	authenticate	authenticate	VERB
american_scientific_journal-4080	129	16	and	and	CCONJ
american_scientific_journal-4080	129	17	verify	verify	VERB
american_scientific_journal-4080	129	18	users	user	NOUN
american_scientific_journal-4080	129	19	.	.	PUNCT
american_scientific_journal-4080	130	1	the	the	DET
american_scientific_journal-4080	130	2	system	system	NOUN
american_scientific_journal-4080	130	3	has	have	AUX
american_scientific_journal-4080	130	4	been	be	AUX
american_scientific_journal-4080	130	5	divided	divide	VERB
american_scientific_journal-4080	130	6	into	into	ADP
american_scientific_journal-4080	130	7	two	two	NUM
american_scientific_journal-4080	130	8	main	main	ADJ
american_scientific_journal-4080	130	9	stages	stage	NOUN
american_scientific_journal-4080	130	10	;	;	PUNCT
american_scientific_journal-4080	130	11	enrollment	enrollment	NOUN
american_scientific_journal-4080	130	12	and	and	CCONJ
american_scientific_journal-4080	130	13	verification	verification	NOUN
american_scientific_journal-4080	130	14	.	.	PUNCT
american_scientific_journal-4080	131	1	4.1	4.1	NUM
american_scientific_journal-4080	131	2	enrolment	enrolment	NOUN
american_scientific_journal-4080	131	3	stage	stage	NOUN
american_scientific_journal-4080	131	4	this	this	DET
american_scientific_journal-4080	131	5	stage	stage	NOUN
american_scientific_journal-4080	131	6	involves	involve	VERB
american_scientific_journal-4080	131	7	the	the	DET
american_scientific_journal-4080	131	8	process	process	NOUN
american_scientific_journal-4080	131	9	of	of	ADP
american_scientific_journal-4080	131	10	inputting	inputte	VERB
american_scientific_journal-4080	131	11	the	the	DET
american_scientific_journal-4080	131	12	subject	subject	ADJ
american_scientific_journal-4080	131	13	data	datum	NOUN
american_scientific_journal-4080	131	14	(	(	PUNCT
american_scientific_journal-4080	131	15	name	name	NOUN
american_scientific_journal-4080	131	16	,	,	PUNCT
american_scientific_journal-4080	131	17	sex	sex	NOUN
american_scientific_journal-4080	131	18	,	,	PUNCT
american_scientific_journal-4080	131	19	age	age	NOUN
american_scientific_journal-4080	131	20	,	,	PUNCT
american_scientific_journal-4080	131	21	marital	marital	ADJ
american_scientific_journal-4080	131	22	status	status	NOUN
american_scientific_journal-4080	131	23	,	,	PUNCT
american_scientific_journal-4080	131	24	occupation	occupation	NOUN
american_scientific_journal-4080	131	25	etc	etc	X
american_scientific_journal-4080	131	26	.	.	PUNCT
american_scientific_journal-4080	131	27	)	)	PUNCT
american_scientific_journal-4080	132	1	and	and	CCONJ
american_scientific_journal-4080	132	2	biometrics	biometric	NOUN
american_scientific_journal-4080	132	3	information	information	NOUN
american_scientific_journal-4080	132	4	(	(	PUNCT
american_scientific_journal-4080	132	5	fingerprint	fingerprint	NOUN
american_scientific_journal-4080	132	6	and	and	CCONJ
american_scientific_journal-4080	132	7	facial	facial	ADJ
american_scientific_journal-4080	132	8	data	datum	NOUN
american_scientific_journal-4080	132	9	.	.	PUNCT
american_scientific_journal-4080	132	10	)	)	PUNCT
american_scientific_journal-4080	132	11	.	.	PUNCT
american_scientific_journal-4080	133	1	a	a	DET
american_scientific_journal-4080	133	2	graphical	graphical	ADJ
american_scientific_journal-4080	133	3	user	user	NOUN
american_scientific_journal-4080	133	4	interface	interface	NOUN
american_scientific_journal-4080	133	5	(	(	PUNCT
american_scientific_journal-4080	133	6	gui	gui	NOUN
american_scientific_journal-4080	133	7	)	)	PUNCT
american_scientific_journal-4080	133	8	was	be	AUX
american_scientific_journal-4080	133	9	design	design	NOUN
american_scientific_journal-4080	133	10	to	to	PART
american_scientific_journal-4080	133	11	provide	provide	VERB
american_scientific_journal-4080	133	12	a	a	DET
american_scientific_journal-4080	133	13	mechanism	mechanism	NOUN
american_scientific_journal-4080	133	14	for	for	ADP
american_scientific_journal-4080	133	15	collecting	collect	VERB
american_scientific_journal-4080	133	16	subject	subject	NOUN
american_scientific_journal-4080	133	17	’s	’s	PART
american_scientific_journal-4080	133	18	details	detail	NOUN
american_scientific_journal-4080	133	19	.	.	PUNCT
american_scientific_journal-4080	134	1	figure	figure	VERB
american_scientific_journal-4080	134	2	2	2	NUM
american_scientific_journal-4080	134	3	:	:	PUNCT
american_scientific_journal-4080	134	4	block	block	NOUN
american_scientific_journal-4080	134	5	diagram	diagram	NOUN
american_scientific_journal-4080	134	6	of	of	ADP
american_scientific_journal-4080	134	7	the	the	DET
american_scientific_journal-4080	134	8	system	system	NOUN
american_scientific_journal-4080	134	9	enrollment	enrollment	NOUN
american_scientific_journal-4080	134	10	stage	stage	NOUN
american_scientific_journal-4080	134	11	the	the	DET
american_scientific_journal-4080	134	12	enrollment	enrollment	NOUN
american_scientific_journal-4080	134	13	stage	stage	NOUN
american_scientific_journal-4080	134	14	of	of	ADP
american_scientific_journal-4080	134	15	the	the	DET
american_scientific_journal-4080	134	16	system	system	NOUN
american_scientific_journal-4080	134	17	includes	include	VERB
american_scientific_journal-4080	134	18	sensor	sensor	NOUN
american_scientific_journal-4080	134	19	module	module	NOUN
american_scientific_journal-4080	134	20	,	,	PUNCT
american_scientific_journal-4080	134	21	face	face	VERB
american_scientific_journal-4080	134	22	detection	detection	NOUN
american_scientific_journal-4080	134	23	module	module	NOUN
american_scientific_journal-4080	134	24	,	,	PUNCT
american_scientific_journal-4080	134	25	feature	feature	NOUN
american_scientific_journal-4080	134	26	extraction	extraction	NOUN
american_scientific_journal-4080	134	27	module	module	NOUN
american_scientific_journal-4080	134	28	,	,	PUNCT
american_scientific_journal-4080	134	29	template	template	NOUN
american_scientific_journal-4080	134	30	database	database	NOUN
american_scientific_journal-4080	134	31	as	as	SCONJ
american_scientific_journal-4080	134	32	shown	show	VERB
american_scientific_journal-4080	134	33	in	in	ADP
american_scientific_journal-4080	134	34	figure	figure	NOUN
american_scientific_journal-4080	134	35	3.1	3.1	NUM
american_scientific_journal-4080	134	36	.	.	PUNCT
american_scientific_journal-4080	135	1	each	each	DET
american_scientific_journal-4080	135	2	module	module	NOUN
american_scientific_journal-4080	135	3	is	be	AUX
american_scientific_journal-4080	135	4	explained	explain	VERB
american_scientific_journal-4080	135	5	as	as	SCONJ
american_scientific_journal-4080	135	6	follows	follow	VERB
american_scientific_journal-4080	135	7	:	:	PUNCT
american_scientific_journal-4080	135	8	sensor	sensor	NOUN
american_scientific_journal-4080	135	9	module	module	NOUN
american_scientific_journal-4080	135	10	image	image	NOUN
american_scientific_journal-4080	135	11	face	face	NOUN
american_scientific_journal-4080	135	12	detection	detection	NOUN
american_scientific_journal-4080	135	13	feature	feature	NOUN
american_scientific_journal-4080	135	14	extraction	extraction	NOUN
american_scientific_journal-4080	135	15	features	feature	VERB
american_scientific_journal-4080	135	16	template	template	NOUN
american_scientific_journal-4080	135	17	database	database	NOUN
american_scientific_journal-4080	135	18	american	american	PROPN
american_scientific_journal-4080	135	19	scientific	scientific	PROPN
american_scientific_journal-4080	135	20	research	research	PROPN
american_scientific_journal-4080	135	21	journal	journal	NOUN
american_scientific_journal-4080	135	22	for	for	ADP
american_scientific_journal-4080	135	23	engineering	engineering	NOUN
american_scientific_journal-4080	135	24	,	,	PUNCT
american_scientific_journal-4080	135	25	technology	technology	NOUN
american_scientific_journal-4080	135	26	,	,	PUNCT
american_scientific_journal-4080	135	27	and	and	CCONJ
american_scientific_journal-4080	135	28	sciences	science	NOUN
american_scientific_journal-4080	135	29	(	(	PUNCT
american_scientific_journal-4080	135	30	asrjets	asrjet	NOUN
american_scientific_journal-4080	135	31	)	)	PUNCT
american_scientific_journal-4080	135	32	(	(	PUNCT
american_scientific_journal-4080	135	33	2018	2018	NUM
american_scientific_journal-4080	135	34	)	)	PUNCT
american_scientific_journal-4080	135	35	volume	volume	NOUN
american_scientific_journal-4080	135	36	43	43	NUM
american_scientific_journal-4080	135	37	,	,	PUNCT
american_scientific_journal-4080	135	38	no	no	DET
american_scientific_journal-4080	135	39	1	1	NUM
american_scientific_journal-4080	135	40	,	,	PUNCT
american_scientific_journal-4080	135	41	pp	pp	ADV
american_scientific_journal-4080	135	42	44	44	NUM
american_scientific_journal-4080	135	43	-	-	SYM
american_scientific_journal-4080	135	44	60	60	NUM
american_scientific_journal-4080	135	45	51	51	NUM
american_scientific_journal-4080	135	46	4.1.1	4.1.1	NUM
american_scientific_journal-4080	135	47	sensor	sensor	NOUN
american_scientific_journal-4080	135	48	module	module	NOUN
american_scientific_journal-4080	135	49	at	at	ADP
american_scientific_journal-4080	135	50	sensor	sensor	NOUN
american_scientific_journal-4080	135	51	module	module	NOUN
american_scientific_journal-4080	135	52	a	a	DET
american_scientific_journal-4080	135	53	suitable	suitable	ADJ
american_scientific_journal-4080	135	54	user	user	NOUN
american_scientific_journal-4080	135	55	interface	interface	NOUN
american_scientific_journal-4080	135	56	incorporating	incorporate	VERB
american_scientific_journal-4080	135	57	the	the	DET
american_scientific_journal-4080	135	58	biometric	biometric	ADJ
american_scientific_journal-4080	135	59	sensor	sensor	NOUN
american_scientific_journal-4080	135	60	or	or	CCONJ
american_scientific_journal-4080	135	61	scanner	scanner	NOUN
american_scientific_journal-4080	135	62	was	be	AUX
american_scientific_journal-4080	135	63	developed	develop	VERB
american_scientific_journal-4080	135	64	to	to	PART
american_scientific_journal-4080	135	65	measure	measure	VERB
american_scientific_journal-4080	135	66	or	or	CCONJ
american_scientific_journal-4080	135	67	record	record	VERB
american_scientific_journal-4080	135	68	the	the	DET
american_scientific_journal-4080	135	69	raw	raw	ADJ
american_scientific_journal-4080	135	70	biometric	biometric	ADJ
american_scientific_journal-4080	135	71	data	datum	NOUN
american_scientific_journal-4080	135	72	of	of	ADP
american_scientific_journal-4080	135	73	the	the	DET
american_scientific_journal-4080	135	74	user	user	NOUN
american_scientific_journal-4080	135	75	.	.	PUNCT
american_scientific_journal-4080	136	1	this	this	DET
american_scientific_journal-4080	136	2	raw	raw	ADJ
american_scientific_journal-4080	136	3	biometric	biometric	ADJ
american_scientific_journal-4080	136	4	data	datum	NOUN
american_scientific_journal-4080	136	5	was	be	AUX
american_scientific_journal-4080	136	6	captured	capture	VERB
american_scientific_journal-4080	136	7	and	and	CCONJ
american_scientific_journal-4080	136	8	transferred	transfer	VERB
american_scientific_journal-4080	136	9	to	to	ADP
american_scientific_journal-4080	136	10	the	the	DET
american_scientific_journal-4080	136	11	next	next	ADJ
american_scientific_journal-4080	136	12	module	module	NOUN
american_scientific_journal-4080	136	13	for	for	ADP
american_scientific_journal-4080	136	14	detection	detection	NOUN
american_scientific_journal-4080	136	15	.	.	PUNCT
american_scientific_journal-4080	137	1	the	the	DET
american_scientific_journal-4080	137	2	system	system	NOUN
american_scientific_journal-4080	137	3	web	web	NOUN
american_scientific_journal-4080	137	4	camera	camera	NOUN
american_scientific_journal-4080	137	5	was	be	AUX
american_scientific_journal-4080	137	6	employed	employ	VERB
american_scientific_journal-4080	137	7	for	for	ADP
american_scientific_journal-4080	137	8	capturing	capture	VERB
american_scientific_journal-4080	137	9	face	face	NOUN
american_scientific_journal-4080	137	10	images	image	NOUN
american_scientific_journal-4080	137	11	.	.	PUNCT
american_scientific_journal-4080	138	1	this	this	DET
american_scientific_journal-4080	138	2	enhances	enhance	VERB
american_scientific_journal-4080	138	3	capturing	capture	VERB
american_scientific_journal-4080	138	4	high	high	ADJ
american_scientific_journal-4080	138	5	quality	quality	NOUN
american_scientific_journal-4080	138	6	images	image	NOUN
american_scientific_journal-4080	138	7	.	.	PUNCT
american_scientific_journal-4080	139	1	another	another	DET
american_scientific_journal-4080	139	2	camera	camera	NOUN
american_scientific_journal-4080	139	3	could	could	AUX
american_scientific_journal-4080	139	4	also	also	ADV
american_scientific_journal-4080	139	5	be	be	AUX
american_scientific_journal-4080	139	6	connected	connect	VERB
american_scientific_journal-4080	139	7	to	to	ADP
american_scientific_journal-4080	139	8	the	the	DET
american_scientific_journal-4080	139	9	computer	computer	NOUN
american_scientific_journal-4080	139	10	via	via	ADP
american_scientific_journal-4080	139	11	usb	usb	NOUN
american_scientific_journal-4080	139	12	interface	interface	NOUN
american_scientific_journal-4080	139	13	.	.	PUNCT
american_scientific_journal-4080	140	1	4.1.2	4.1.2	NUM
american_scientific_journal-4080	140	2	face	face	NOUN
american_scientific_journal-4080	140	3	image	image	NOUN
american_scientific_journal-4080	140	4	scanner	scanner	NOUN
american_scientific_journal-4080	140	5	the	the	DET
american_scientific_journal-4080	140	6	face	face	NOUN
american_scientific_journal-4080	140	7	image	image	NOUN
american_scientific_journal-4080	140	8	is	be	AUX
american_scientific_journal-4080	140	9	captured	capture	VERB
american_scientific_journal-4080	140	10	automatically	automatically	ADV
american_scientific_journal-4080	140	11	whenever	whenever	SCONJ
american_scientific_journal-4080	140	12	a	a	DET
american_scientific_journal-4080	140	13	face	face	NOUN
american_scientific_journal-4080	140	14	image	image	NOUN
american_scientific_journal-4080	140	15	is	be	AUX
american_scientific_journal-4080	140	16	detected	detect	VERB
american_scientific_journal-4080	140	17	by	by	ADP
american_scientific_journal-4080	140	18	the	the	DET
american_scientific_journal-4080	140	19	system	system	NOUN
american_scientific_journal-4080	140	20	through	through	ADP
american_scientific_journal-4080	140	21	the	the	DET
american_scientific_journal-4080	140	22	camera	camera	NOUN
american_scientific_journal-4080	140	23	.	.	PUNCT
american_scientific_journal-4080	141	1	this	this	PRON
american_scientific_journal-4080	141	2	is	be	AUX
american_scientific_journal-4080	141	3	to	to	PART
american_scientific_journal-4080	141	4	control	control	VERB
american_scientific_journal-4080	141	5	the	the	DET
american_scientific_journal-4080	141	6	quality	quality	NOUN
american_scientific_journal-4080	141	7	of	of	ADP
american_scientific_journal-4080	141	8	the	the	DET
american_scientific_journal-4080	141	9	image	image	NOUN
american_scientific_journal-4080	141	10	and	and	CCONJ
american_scientific_journal-4080	141	11	to	to	PART
american_scientific_journal-4080	141	12	capture	capture	VERB
american_scientific_journal-4080	141	13	uniform	uniform	ADJ
american_scientific_journal-4080	141	14	images	image	NOUN
american_scientific_journal-4080	141	15	during	during	ADP
american_scientific_journal-4080	141	16	enrollment	enrollment	NOUN
american_scientific_journal-4080	141	17	and	and	CCONJ
american_scientific_journal-4080	141	18	authentication	authentication	NOUN
american_scientific_journal-4080	141	19	.	.	PUNCT
american_scientific_journal-4080	142	1	the	the	DET
american_scientific_journal-4080	142	2	face	face	NOUN
american_scientific_journal-4080	142	3	scanner	scanner	NOUN
american_scientific_journal-4080	142	4	was	be	AUX
american_scientific_journal-4080	142	5	design	design	NOUN
american_scientific_journal-4080	142	6	using	use	VERB
american_scientific_journal-4080	142	7	the	the	DET
american_scientific_journal-4080	142	8	adaboost	adaboost	ADJ
american_scientific_journal-4080	142	9	object	object	NOUN
american_scientific_journal-4080	142	10	detection	detection	NOUN
american_scientific_journal-4080	142	11	algorithm	algorithm	NOUN
american_scientific_journal-4080	142	12	for	for	ADP
american_scientific_journal-4080	142	13	detecting	detect	VERB
american_scientific_journal-4080	142	14	face	face	NOUN
american_scientific_journal-4080	142	15	.	.	PUNCT
american_scientific_journal-4080	143	1	the	the	DET
american_scientific_journal-4080	143	2	algorithm	algorithm	NOUN
american_scientific_journal-4080	143	3	involves	involve	VERB
american_scientific_journal-4080	143	4	training	train	VERB
american_scientific_journal-4080	143	5	a	a	DET
american_scientific_journal-4080	143	6	series	series	NOUN
american_scientific_journal-4080	143	7	of	of	ADP
american_scientific_journal-4080	143	8	increasingly	increasingly	ADV
american_scientific_journal-4080	143	9	discriminating	discriminate	VERB
american_scientific_journal-4080	143	10	simple	simple	ADJ
american_scientific_journal-4080	143	11	classifiers	classifier	NOUN
american_scientific_journal-4080	143	12	and	and	CCONJ
american_scientific_journal-4080	143	13	then	then	ADV
american_scientific_journal-4080	143	14	blending	blend	VERB
american_scientific_journal-4080	143	15	their	their	PRON
american_scientific_journal-4080	143	16	outputs	output	NOUN
american_scientific_journal-4080	143	17	.	.	PUNCT
american_scientific_journal-4080	144	1	4.1.3	4.1.3	NUM
american_scientific_journal-4080	144	2	face	face	NOUN
american_scientific_journal-4080	144	3	detection	detection	NOUN
american_scientific_journal-4080	144	4	the	the	DET
american_scientific_journal-4080	144	5	main	main	ADJ
american_scientific_journal-4080	144	6	function	function	NOUN
american_scientific_journal-4080	144	7	of	of	ADP
american_scientific_journal-4080	144	8	this	this	DET
american_scientific_journal-4080	144	9	step	step	NOUN
american_scientific_journal-4080	144	10	is	be	AUX
american_scientific_journal-4080	144	11	to	to	PART
american_scientific_journal-4080	144	12	determine	determine	VERB
american_scientific_journal-4080	144	13	(	(	PUNCT
american_scientific_journal-4080	144	14	1	1	X
american_scientific_journal-4080	144	15	)	)	PUNCT
american_scientific_journal-4080	144	16	whether	whether	SCONJ
american_scientific_journal-4080	144	17	human	human	ADJ
american_scientific_journal-4080	144	18	faces	face	NOUN
american_scientific_journal-4080	144	19	appear	appear	VERB
american_scientific_journal-4080	144	20	in	in	ADP
american_scientific_journal-4080	144	21	a	a	DET
american_scientific_journal-4080	144	22	given	give	VERB
american_scientific_journal-4080	144	23	image	image	NOUN
american_scientific_journal-4080	144	24	,	,	PUNCT
american_scientific_journal-4080	144	25	and	and	CCONJ
american_scientific_journal-4080	144	26	(	(	PUNCT
american_scientific_journal-4080	144	27	2	2	X
american_scientific_journal-4080	144	28	)	)	PUNCT
american_scientific_journal-4080	144	29	where	where	SCONJ
american_scientific_journal-4080	144	30	these	these	DET
american_scientific_journal-4080	144	31	faces	face	NOUN
american_scientific_journal-4080	144	32	are	be	AUX
american_scientific_journal-4080	144	33	located	locate	VERB
american_scientific_journal-4080	144	34	at	at	ADP
american_scientific_journal-4080	144	35	.	.	PUNCT
american_scientific_journal-4080	145	1	the	the	DET
american_scientific_journal-4080	145	2	expected	expect	VERB
american_scientific_journal-4080	145	3	outputs	output	NOUN
american_scientific_journal-4080	145	4	of	of	ADP
american_scientific_journal-4080	145	5	this	this	DET
american_scientific_journal-4080	145	6	step	step	NOUN
american_scientific_journal-4080	145	7	are	be	AUX
american_scientific_journal-4080	145	8	patches	patch	NOUN
american_scientific_journal-4080	145	9	containing	contain	VERB
american_scientific_journal-4080	145	10	each	each	DET
american_scientific_journal-4080	145	11	face	face	NOUN
american_scientific_journal-4080	145	12	in	in	ADP
american_scientific_journal-4080	145	13	the	the	DET
american_scientific_journal-4080	145	14	input	input	NOUN
american_scientific_journal-4080	145	15	image	image	NOUN
american_scientific_journal-4080	145	16	.	.	PUNCT
american_scientific_journal-4080	146	1	in	in	ADP
american_scientific_journal-4080	146	2	order	order	NOUN
american_scientific_journal-4080	146	3	to	to	PART
american_scientific_journal-4080	146	4	make	make	VERB
american_scientific_journal-4080	146	5	further	further	ADJ
american_scientific_journal-4080	146	6	face	face	NOUN
american_scientific_journal-4080	146	7	recognition	recognition	NOUN
american_scientific_journal-4080	146	8	system	system	NOUN
american_scientific_journal-4080	146	9	more	more	ADV
american_scientific_journal-4080	146	10	robust	robust	ADJ
american_scientific_journal-4080	146	11	and	and	CCONJ
american_scientific_journal-4080	146	12	easy	easy	ADJ
american_scientific_journal-4080	146	13	to	to	PART
american_scientific_journal-4080	146	14	design	design	VERB
american_scientific_journal-4080	146	15	,	,	PUNCT
american_scientific_journal-4080	146	16	face	face	NOUN
american_scientific_journal-4080	146	17	alignment	alignment	NOUN
american_scientific_journal-4080	146	18	are	be	AUX
american_scientific_journal-4080	146	19	per	per	ADP
american_scientific_journal-4080	146	20	-	-	PUNCT
american_scientific_journal-4080	146	21	formed	form	VERB
american_scientific_journal-4080	146	22	to	to	PART
american_scientific_journal-4080	146	23	justify	justify	VERB
american_scientific_journal-4080	146	24	the	the	DET
american_scientific_journal-4080	146	25	scales	scale	NOUN
american_scientific_journal-4080	146	26	and	and	CCONJ
american_scientific_journal-4080	146	27	orientations	orientation	NOUN
american_scientific_journal-4080	146	28	of	of	ADP
american_scientific_journal-4080	146	29	these	these	DET
american_scientific_journal-4080	146	30	patches	patch	NOUN
american_scientific_journal-4080	146	31	.	.	PUNCT
american_scientific_journal-4080	147	1	besides	besides	SCONJ
american_scientific_journal-4080	147	2	serving	serve	VERB
american_scientific_journal-4080	147	3	as	as	ADP
american_scientific_journal-4080	147	4	the	the	DET
american_scientific_journal-4080	147	5	pre	pre	NOUN
american_scientific_journal-4080	147	6	-	-	NOUN
american_scientific_journal-4080	147	7	processing	processing	NOUN
american_scientific_journal-4080	147	8	for	for	ADP
american_scientific_journal-4080	147	9	face	face	NOUN
american_scientific_journal-4080	147	10	recognition	recognition	NOUN
american_scientific_journal-4080	147	11	,	,	PUNCT
american_scientific_journal-4080	147	12	face	face	NOUN
american_scientific_journal-4080	147	13	detection	detection	NOUN
american_scientific_journal-4080	147	14	could	could	AUX
american_scientific_journal-4080	147	15	be	be	AUX
american_scientific_journal-4080	147	16	used	use	VERB
american_scientific_journal-4080	147	17	for	for	ADP
american_scientific_journal-4080	147	18	region	region	NOUN
american_scientific_journal-4080	147	19	-	-	PUNCT
american_scientific_journal-4080	147	20	of	of	ADP
american_scientific_journal-4080	147	21	-	-	PUNCT
american_scientific_journal-4080	147	22	interest	interest	NOUN
american_scientific_journal-4080	147	23	detection	detection	NOUN
american_scientific_journal-4080	147	24	,	,	PUNCT
american_scientific_journal-4080	147	25	retargeting	retargete	VERB
american_scientific_journal-4080	147	26	,	,	PUNCT
american_scientific_journal-4080	147	27	video	video	NOUN
american_scientific_journal-4080	147	28	and	and	CCONJ
american_scientific_journal-4080	147	29	image	image	NOUN
american_scientific_journal-4080	147	30	classification	classification	NOUN
american_scientific_journal-4080	147	31	,	,	PUNCT
american_scientific_journal-4080	147	32	etc	etc	X
american_scientific_journal-4080	147	33	.	.	X
american_scientific_journal-4080	148	1	4.1.4	4.1.4	NUM
american_scientific_journal-4080	148	2	feature	feature	NOUN
american_scientific_journal-4080	148	3	extraction	extraction	NOUN
american_scientific_journal-4080	148	4	after	after	ADP
american_scientific_journal-4080	148	5	the	the	DET
american_scientific_journal-4080	148	6	face	face	NOUN
american_scientific_journal-4080	148	7	detection	detection	NOUN
american_scientific_journal-4080	148	8	step	step	NOUN
american_scientific_journal-4080	148	9	,	,	PUNCT
american_scientific_journal-4080	148	10	human	human	ADJ
american_scientific_journal-4080	148	11	-	-	PUNCT
american_scientific_journal-4080	148	12	face	face	NOUN
american_scientific_journal-4080	148	13	patches	patch	NOUN
american_scientific_journal-4080	148	14	are	be	AUX
american_scientific_journal-4080	148	15	extracted	extract	VERB
american_scientific_journal-4080	148	16	from	from	ADP
american_scientific_journal-4080	148	17	images	image	NOUN
american_scientific_journal-4080	148	18	.	.	PUNCT
american_scientific_journal-4080	149	1	directly	directly	ADV
american_scientific_journal-4080	149	2	using	use	VERB
american_scientific_journal-4080	149	3	these	these	DET
american_scientific_journal-4080	149	4	patches	patch	NOUN
american_scientific_journal-4080	149	5	for	for	ADP
american_scientific_journal-4080	149	6	face	face	NOUN
american_scientific_journal-4080	149	7	recognition	recognition	NOUN
american_scientific_journal-4080	149	8	have	have	VERB
american_scientific_journal-4080	149	9	some	some	DET
american_scientific_journal-4080	149	10	disadvantages	disadvantage	NOUN
american_scientific_journal-4080	149	11	,	,	PUNCT
american_scientific_journal-4080	149	12	first	first	ADV
american_scientific_journal-4080	149	13	,	,	PUNCT
american_scientific_journal-4080	149	14	each	each	DET
american_scientific_journal-4080	149	15	patch	patch	NOUN
american_scientific_journal-4080	149	16	usually	usually	ADV
american_scientific_journal-4080	149	17	contains	contain	VERB
american_scientific_journal-4080	149	18	over	over	ADP
american_scientific_journal-4080	149	19	1000	1000	NUM
american_scientific_journal-4080	149	20	pixels	pixel	NOUN
american_scientific_journal-4080	149	21	,	,	PUNCT
american_scientific_journal-4080	149	22	which	which	PRON
american_scientific_journal-4080	149	23	are	be	AUX
american_scientific_journal-4080	149	24	too	too	ADV
american_scientific_journal-4080	149	25	large	large	ADJ
american_scientific_journal-4080	149	26	to	to	PART
american_scientific_journal-4080	149	27	build	build	VERB
american_scientific_journal-4080	149	28	a	a	DET
american_scientific_journal-4080	149	29	robust	robust	ADJ
american_scientific_journal-4080	149	30	recognition	recognition	NOUN
american_scientific_journal-4080	149	31	system	system	NOUN
american_scientific_journal-4080	149	32	.	.	PUNCT
american_scientific_journal-4080	150	1	second	second	ADJ
american_scientific_journal-4080	150	2	,	,	PUNCT
american_scientific_journal-4080	150	3	face	face	NOUN
american_scientific_journal-4080	150	4	patches	patch	NOUN
american_scientific_journal-4080	150	5	may	may	AUX
american_scientific_journal-4080	150	6	be	be	AUX
american_scientific_journal-4080	150	7	taken	take	VERB
american_scientific_journal-4080	150	8	from	from	ADP
american_scientific_journal-4080	150	9	different	different	ADJ
american_scientific_journal-4080	150	10	camera	camera	NOUN
american_scientific_journal-4080	150	11	alignments	alignment	NOUN
american_scientific_journal-4080	150	12	,	,	PUNCT
american_scientific_journal-4080	150	13	with	with	ADP
american_scientific_journal-4080	150	14	different	different	ADJ
american_scientific_journal-4080	150	15	face	face	NOUN
american_scientific_journal-4080	150	16	expressions	expression	NOUN
american_scientific_journal-4080	150	17	,	,	PUNCT
american_scientific_journal-4080	150	18	illuminations	illumination	NOUN
american_scientific_journal-4080	150	19	,	,	PUNCT
american_scientific_journal-4080	150	20	and	and	CCONJ
american_scientific_journal-4080	150	21	may	may	AUX
american_scientific_journal-4080	150	22	suffer	suffer	VERB
american_scientific_journal-4080	150	23	from	from	ADP
american_scientific_journal-4080	150	24	occlusion	occlusion	NOUN
american_scientific_journal-4080	150	25	and	and	CCONJ
american_scientific_journal-4080	150	26	clutter	clutter	NOUN
american_scientific_journal-4080	150	27	.	.	PUNCT
american_scientific_journal-4080	151	1	to	to	PART
american_scientific_journal-4080	151	2	overcome	overcome	VERB
american_scientific_journal-4080	151	3	these	these	DET
american_scientific_journal-4080	151	4	drawbacks	drawback	NOUN
american_scientific_journal-4080	151	5	,	,	PUNCT
american_scientific_journal-4080	151	6	feature	feature	NOUN
american_scientific_journal-4080	151	7	extractions	extraction	NOUN
american_scientific_journal-4080	151	8	are	be	AUX
american_scientific_journal-4080	151	9	performed	perform	VERB
american_scientific_journal-4080	151	10	to	to	PART
american_scientific_journal-4080	151	11	do	do	VERB
american_scientific_journal-4080	151	12	information	information	NOUN
american_scientific_journal-4080	151	13	packing	packing	NOUN
american_scientific_journal-4080	151	14	,	,	PUNCT
american_scientific_journal-4080	151	15	dimension	dimension	NOUN
american_scientific_journal-4080	151	16	reduction	reduction	NOUN
american_scientific_journal-4080	151	17	,	,	PUNCT
american_scientific_journal-4080	151	18	salience	salience	NOUN
american_scientific_journal-4080	151	19	extraction	extraction	NOUN
american_scientific_journal-4080	151	20	,	,	PUNCT
american_scientific_journal-4080	151	21	and	and	CCONJ
american_scientific_journal-4080	151	22	noise	noise	NOUN
american_scientific_journal-4080	151	23	cleaning	cleaning	NOUN
american_scientific_journal-4080	151	24	.	.	PUNCT
american_scientific_journal-4080	152	1	after	after	ADP
american_scientific_journal-4080	152	2	this	this	DET
american_scientific_journal-4080	152	3	step	step	NOUN
american_scientific_journal-4080	152	4	,	,	PUNCT
american_scientific_journal-4080	152	5	a	a	DET
american_scientific_journal-4080	152	6	face	face	NOUN
american_scientific_journal-4080	152	7	patch	patch	NOUN
american_scientific_journal-4080	152	8	is	be	AUX
american_scientific_journal-4080	152	9	usually	usually	ADV
american_scientific_journal-4080	152	10	transformed	transform	VERB
american_scientific_journal-4080	152	11	into	into	ADP
american_scientific_journal-4080	152	12	a	a	DET
american_scientific_journal-4080	152	13	vector	vector	NOUN
american_scientific_journal-4080	152	14	with	with	ADP
american_scientific_journal-4080	152	15	fixed	fix	VERB
american_scientific_journal-4080	152	16	dimension	dimension	NOUN
american_scientific_journal-4080	152	17	or	or	CCONJ
american_scientific_journal-4080	152	18	a	a	DET
american_scientific_journal-4080	152	19	set	set	NOUN
american_scientific_journal-4080	152	20	of	of	ADP
american_scientific_journal-4080	152	21	fiducial	fiducial	ADJ
american_scientific_journal-4080	152	22	points	point	NOUN
american_scientific_journal-4080	152	23	and	and	CCONJ
american_scientific_journal-4080	152	24	their	their	PRON
american_scientific_journal-4080	152	25	corresponding	correspond	VERB
american_scientific_journal-4080	152	26	locations	location	NOUN
american_scientific_journal-4080	152	27	.	.	PUNCT
american_scientific_journal-4080	153	1	the	the	DET
american_scientific_journal-4080	153	2	developed	develop	VERB
american_scientific_journal-4080	153	3	system	system	NOUN
american_scientific_journal-4080	153	4	employs	employ	VERB
american_scientific_journal-4080	153	5	hausdorff	hausdorff	NOUN
american_scientific_journal-4080	153	6	distance	distance	NOUN
american_scientific_journal-4080	153	7	algorithm	algorithm	NOUN
american_scientific_journal-4080	153	8	to	to	PART
american_scientific_journal-4080	153	9	extract	extract	VERB
american_scientific_journal-4080	153	10	features	feature	NOUN
american_scientific_journal-4080	153	11	.	.	PUNCT
american_scientific_journal-4080	154	1	4.1.5	4.1.5	NUM
american_scientific_journal-4080	154	2	template	template	NOUN
american_scientific_journal-4080	154	3	database	database	NOUN
american_scientific_journal-4080	154	4	a	a	DET
american_scientific_journal-4080	154	5	database	database	NOUN
american_scientific_journal-4080	154	6	is	be	AUX
american_scientific_journal-4080	154	7	an	an	DET
american_scientific_journal-4080	154	8	organized	organize	VERB
american_scientific_journal-4080	154	9	collection	collection	NOUN
american_scientific_journal-4080	154	10	of	of	ADP
american_scientific_journal-4080	154	11	related	related	ADJ
american_scientific_journal-4080	154	12	data	datum	NOUN
american_scientific_journal-4080	154	13	.	.	PUNCT
american_scientific_journal-4080	155	1	it	it	PRON
american_scientific_journal-4080	155	2	is	be	AUX
american_scientific_journal-4080	155	3	a	a	DET
american_scientific_journal-4080	155	4	collection	collection	NOUN
american_scientific_journal-4080	155	5	of	of	ADP
american_scientific_journal-4080	155	6	data	datum	NOUN
american_scientific_journal-4080	155	7	,	,	PUNCT
american_scientific_journal-4080	155	8	describing	describe	VERB
american_scientific_journal-4080	155	9	the	the	DET
american_scientific_journal-4080	155	10	activities	activity	NOUN
american_scientific_journal-4080	155	11	of	of	ADP
american_scientific_journal-4080	155	12	one	one	NUM
american_scientific_journal-4080	155	13	or	or	CCONJ
american_scientific_journal-4080	155	14	more	more	ADV
american_scientific_journal-4080	155	15	related	relate	VERB
american_scientific_journal-4080	155	16	systems	system	NOUN
american_scientific_journal-4080	155	17	.	.	PUNCT
american_scientific_journal-4080	156	1	in	in	ADP
american_scientific_journal-4080	156	2	the	the	DET
american_scientific_journal-4080	156	3	database	database	NOUN
american_scientific_journal-4080	156	4	design	design	NOUN
american_scientific_journal-4080	156	5	,	,	PUNCT
american_scientific_journal-4080	156	6	database	database	NOUN
american_scientific_journal-4080	156	7	management	management	NOUN
american_scientific_journal-4080	156	8	system	system	NOUN
american_scientific_journal-4080	156	9	was	be	AUX
american_scientific_journal-4080	156	10	employed	employ	VERB
american_scientific_journal-4080	156	11	.	.	PUNCT
american_scientific_journal-4080	157	1	this	this	PRON
american_scientific_journal-4080	157	2	enables	enable	VERB
american_scientific_journal-4080	157	3	the	the	DET
american_scientific_journal-4080	157	4	adoption	adoption	NOUN
american_scientific_journal-4080	157	5	of	of	ADP
american_scientific_journal-4080	157	6	database	database	NOUN
american_scientific_journal-4080	157	7	security	security	NOUN
american_scientific_journal-4080	157	8	methodology	methodology	NOUN
american_scientific_journal-4080	157	9	in	in	ADP
american_scientific_journal-4080	157	10	storing	store	VERB
american_scientific_journal-4080	157	11	data	datum	NOUN
american_scientific_journal-4080	157	12	.	.	PUNCT
american_scientific_journal-4080	158	1	in	in	ADP
american_scientific_journal-4080	158	2	order	order	NOUN
american_scientific_journal-4080	158	3	to	to	PART
american_scientific_journal-4080	158	4	determine	determine	VERB
american_scientific_journal-4080	158	5	the	the	DET
american_scientific_journal-4080	158	6	logical	logical	ADJ
american_scientific_journal-4080	158	7	structure	structure	NOUN
american_scientific_journal-4080	158	8	of	of	ADP
american_scientific_journal-4080	158	9	a	a	DET
american_scientific_journal-4080	158	10	database	database	NOUN
american_scientific_journal-4080	158	11	,	,	PUNCT
american_scientific_journal-4080	158	12	data	datum	NOUN
american_scientific_journal-4080	158	13	would	would	AUX
american_scientific_journal-4080	158	14	be	be	AUX
american_scientific_journal-4080	158	15	modeled	model	VERB
american_scientific_journal-4080	158	16	using	use	VERB
american_scientific_journal-4080	158	17	relational	relational	ADJ
american_scientific_journal-4080	158	18	data	datum	NOUN
american_scientific_journal-4080	158	19	model	model	NOUN
american_scientific_journal-4080	158	20	.	.	PUNCT
american_scientific_journal-4080	159	1	a	a	DET
american_scientific_journal-4080	159	2	relational	relational	ADJ
american_scientific_journal-4080	159	3	model	model	NOUN
american_scientific_journal-4080	159	4	is	be	AUX
american_scientific_journal-4080	159	5	a	a	DET
american_scientific_journal-4080	159	6	conceptual	conceptual	ADJ
american_scientific_journal-4080	159	7	representation	representation	NOUN
american_scientific_journal-4080	159	8	of	of	ADP
american_scientific_journal-4080	159	9	data	datum	NOUN
american_scientific_journal-4080	159	10	structures	structure	NOUN
american_scientific_journal-4080	159	11	that	that	PRON
american_scientific_journal-4080	159	12	are	be	AUX
american_scientific_journal-4080	159	13	required	require	VERB
american_scientific_journal-4080	159	14	by	by	ADP
american_scientific_journal-4080	159	15	a	a	DET
american_scientific_journal-4080	159	16	database	database	NOUN
american_scientific_journal-4080	159	17	.	.	PUNCT
american_scientific_journal-4080	160	1	the	the	DET
american_scientific_journal-4080	160	2	information	information	NOUN
american_scientific_journal-4080	160	3	contained	contain	VERB
american_scientific_journal-4080	160	4	in	in	ADP
american_scientific_journal-4080	160	5	relational	relational	ADJ
american_scientific_journal-4080	160	6	model	model	NOUN
american_scientific_journal-4080	160	7	is	be	AUX
american_scientific_journal-4080	160	8	used	use	VERB
american_scientific_journal-4080	160	9	to	to	PART
american_scientific_journal-4080	160	10	define	define	VERB
american_scientific_journal-4080	160	11	relational	relational	ADJ
american_scientific_journal-4080	160	12	tables	table	NOUN
american_scientific_journal-4080	160	13	,	,	PUNCT
american_scientific_journal-4080	160	14	primary	primary	ADJ
american_scientific_journal-4080	160	15	and	and	CCONJ
american_scientific_journal-4080	160	16	foreign	foreign	ADJ
american_scientific_journal-4080	160	17	keys	key	NOUN
american_scientific_journal-4080	160	18	,	,	PUNCT
american_scientific_journal-4080	160	19	stored	store	VERB
american_scientific_journal-4080	160	20	procedures	procedure	NOUN
american_scientific_journal-4080	160	21	,	,	PUNCT
american_scientific_journal-4080	160	22	and	and	CCONJ
american_scientific_journal-4080	160	23	triggers	trigger	NOUN
american_scientific_journal-4080	160	24	.	.	PUNCT
american_scientific_journal-4080	161	1	message	message	NOUN
american_scientific_journal-4080	161	2	digest	digest	VERB
american_scientific_journal-4080	161	3	5	5	NUM
american_scientific_journal-4080	161	4	(	(	PUNCT
american_scientific_journal-4080	161	5	md5	md5	NOUN
american_scientific_journal-4080	161	6	)	)	PUNCT
american_scientific_journal-4080	161	7	hashing	hashing	NOUN
american_scientific_journal-4080	161	8	technique	technique	NOUN
american_scientific_journal-4080	161	9	is	be	AUX
american_scientific_journal-4080	161	10	used	use	VERB
american_scientific_journal-4080	161	11	in	in	ADP
american_scientific_journal-4080	161	12	securing	secure	VERB
american_scientific_journal-4080	161	13	access	access	NOUN
american_scientific_journal-4080	161	14	to	to	ADP
american_scientific_journal-4080	161	15	the	the	DET
american_scientific_journal-4080	161	16	database	database	NOUN
american_scientific_journal-4080	161	17	.	.	PUNCT
american_scientific_journal-4080	162	1	american	american	ADJ
american_scientific_journal-4080	162	2	scientific	scientific	ADJ
american_scientific_journal-4080	162	3	research	research	PROPN
american_scientific_journal-4080	162	4	journal	journal	NOUN
american_scientific_journal-4080	162	5	for	for	ADP
american_scientific_journal-4080	162	6	engineering	engineering	NOUN
american_scientific_journal-4080	162	7	,	,	PUNCT
american_scientific_journal-4080	162	8	technology	technology	NOUN
american_scientific_journal-4080	162	9	,	,	PUNCT
american_scientific_journal-4080	162	10	and	and	CCONJ
american_scientific_journal-4080	162	11	sciences	science	NOUN
american_scientific_journal-4080	162	12	(	(	PUNCT
american_scientific_journal-4080	162	13	asrjets	asrjet	NOUN
american_scientific_journal-4080	162	14	)	)	PUNCT
american_scientific_journal-4080	162	15	(	(	PUNCT
american_scientific_journal-4080	162	16	2018	2018	NUM
american_scientific_journal-4080	162	17	)	)	PUNCT
american_scientific_journal-4080	162	18	volume	volume	NOUN
american_scientific_journal-4080	162	19	43	43	NUM
american_scientific_journal-4080	162	20	,	,	PUNCT
american_scientific_journal-4080	162	21	no	no	DET
american_scientific_journal-4080	162	22	1	1	NUM
american_scientific_journal-4080	162	23	,	,	PUNCT
american_scientific_journal-4080	162	24	pp	pp	ADV
american_scientific_journal-4080	162	25	44	44	NUM
american_scientific_journal-4080	162	26	-	-	SYM
american_scientific_journal-4080	162	27	60	60	NUM
american_scientific_journal-4080	162	28	52	52	NUM
american_scientific_journal-4080	162	29	4.2	4.2	NUM
american_scientific_journal-4080	162	30	authentication	authentication	NOUN
american_scientific_journal-4080	162	31	stage	stage	NOUN
american_scientific_journal-4080	162	32	at	at	ADP
american_scientific_journal-4080	162	33	the	the	DET
american_scientific_journal-4080	162	34	authentication	authentication	NOUN
american_scientific_journal-4080	162	35	stage	stage	NOUN
american_scientific_journal-4080	162	36	,	,	PUNCT
american_scientific_journal-4080	162	37	subject	subject	NOUN
american_scientific_journal-4080	162	38	presents	present	VERB
american_scientific_journal-4080	162	39	his	his	PRON
american_scientific_journal-4080	162	40	/	/	SYM
american_scientific_journal-4080	162	41	her	she	PRON
american_scientific_journal-4080	162	42	i	i	PROPN
american_scientific_journal-4080	162	43	d.	d.	PROPN
american_scientific_journal-4080	162	44	thereafter	thereafter	ADV
american_scientific_journal-4080	162	45	face	face	VERB
american_scientific_journal-4080	162	46	image	image	NOUN
american_scientific_journal-4080	162	47	would	would	AUX
american_scientific_journal-4080	162	48	be	be	AUX
american_scientific_journal-4080	162	49	acquired	acquire	VERB
american_scientific_journal-4080	162	50	from	from	ADP
american_scientific_journal-4080	162	51	the	the	DET
american_scientific_journal-4080	162	52	subject	subject	NOUN
american_scientific_journal-4080	162	53	.	.	PUNCT
american_scientific_journal-4080	163	1	the	the	DET
american_scientific_journal-4080	163	2	features	feature	NOUN
american_scientific_journal-4080	163	3	will	will	AUX
american_scientific_journal-4080	163	4	again	again	ADV
american_scientific_journal-4080	163	5	be	be	AUX
american_scientific_journal-4080	163	6	extracted	extract	VERB
american_scientific_journal-4080	163	7	and	and	CCONJ
american_scientific_journal-4080	163	8	match	match	VERB
american_scientific_journal-4080	163	9	with	with	ADP
american_scientific_journal-4080	163	10	the	the	DET
american_scientific_journal-4080	163	11	enrolled	enrol	VERB
american_scientific_journal-4080	163	12	data	datum	NOUN
american_scientific_journal-4080	163	13	linked	link	VERB
american_scientific_journal-4080	163	14	with	with	ADP
american_scientific_journal-4080	163	15	the	the	DET
american_scientific_journal-4080	163	16	i	i	PROPN
american_scientific_journal-4080	163	17	d.	d.	PROPN
american_scientific_journal-4080	163	18	as	as	SCONJ
american_scientific_journal-4080	163	19	explained	explain	VERB
american_scientific_journal-4080	163	20	previously	previously	ADV
american_scientific_journal-4080	163	21	,	,	PUNCT
american_scientific_journal-4080	163	22	the	the	DET
american_scientific_journal-4080	163	23	authentication	authentication	NOUN
american_scientific_journal-4080	163	24	stage	stage	NOUN
american_scientific_journal-4080	163	25	includes	include	VERB
american_scientific_journal-4080	163	26	the	the	DET
american_scientific_journal-4080	163	27	sensor	sensor	NOUN
american_scientific_journal-4080	163	28	and	and	CCONJ
american_scientific_journal-4080	163	29	face	face	NOUN
american_scientific_journal-4080	163	30	detection	detection	NOUN
american_scientific_journal-4080	163	31	module	module	NOUN
american_scientific_journal-4080	163	32	,	,	PUNCT
american_scientific_journal-4080	163	33	feature	feature	NOUN
american_scientific_journal-4080	163	34	extraction	extraction	NOUN
american_scientific_journal-4080	163	35	module	module	NOUN
american_scientific_journal-4080	163	36	,	,	PUNCT
american_scientific_journal-4080	163	37	matching	matching	NOUN
american_scientific_journal-4080	163	38	module	module	NOUN
american_scientific_journal-4080	163	39	,	,	PUNCT
american_scientific_journal-4080	163	40	and	and	CCONJ
american_scientific_journal-4080	163	41	decision	decision	NOUN
american_scientific_journal-4080	163	42	module	module	NOUN
american_scientific_journal-4080	163	43	.	.	PUNCT
american_scientific_journal-4080	164	1	figure	figure	NOUN
american_scientific_journal-4080	164	2	3	3	NUM
american_scientific_journal-4080	164	3	:	:	PUNCT
american_scientific_journal-4080	164	4	block	block	NOUN
american_scientific_journal-4080	164	5	diagram	diagram	NOUN
american_scientific_journal-4080	164	6	of	of	ADP
american_scientific_journal-4080	164	7	the	the	DET
american_scientific_journal-4080	164	8	system	system	NOUN
american_scientific_journal-4080	164	9	verification	verification	NOUN
american_scientific_journal-4080	164	10	stage	stage	NOUN
american_scientific_journal-4080	164	11	4.2.1	4.2.1	NUM
american_scientific_journal-4080	164	12	matching	matching	NOUN
american_scientific_journal-4080	164	13	module	module	NOUN
american_scientific_journal-4080	164	14	the	the	DET
american_scientific_journal-4080	164	15	extracted	extract	VERB
american_scientific_journal-4080	164	16	features	feature	NOUN
american_scientific_journal-4080	164	17	when	when	SCONJ
american_scientific_journal-4080	164	18	compared	compare	VERB
american_scientific_journal-4080	164	19	with	with	ADP
american_scientific_journal-4080	164	20	the	the	DET
american_scientific_journal-4080	164	21	templates	template	NOUN
american_scientific_journal-4080	164	22	in	in	ADP
american_scientific_journal-4080	164	23	the	the	DET
american_scientific_journal-4080	164	24	database	database	NOUN
american_scientific_journal-4080	164	25	will	will	AUX
american_scientific_journal-4080	164	26	generate	generate	VERB
american_scientific_journal-4080	164	27	a	a	DET
american_scientific_journal-4080	164	28	match	match	NOUN
american_scientific_journal-4080	164	29	score	score	NOUN
american_scientific_journal-4080	164	30	.	.	PUNCT
american_scientific_journal-4080	165	1	this	this	DET
american_scientific_journal-4080	165	2	match	match	NOUN
american_scientific_journal-4080	165	3	score	score	NOUN
american_scientific_journal-4080	165	4	may	may	AUX
american_scientific_journal-4080	165	5	be	be	AUX
american_scientific_journal-4080	165	6	controlled	control	VERB
american_scientific_journal-4080	165	7	by	by	ADP
american_scientific_journal-4080	165	8	the	the	DET
american_scientific_journal-4080	165	9	quality	quality	NOUN
american_scientific_journal-4080	165	10	of	of	ADP
american_scientific_journal-4080	165	11	the	the	DET
american_scientific_journal-4080	165	12	given	give	VERB
american_scientific_journal-4080	165	13	biometric	biometric	ADJ
american_scientific_journal-4080	165	14	data	datum	NOUN
american_scientific_journal-4080	165	15	.	.	PUNCT
american_scientific_journal-4080	166	1	the	the	DET
american_scientific_journal-4080	166	2	matcher	matcher	NOUN
american_scientific_journal-4080	166	3	uses	use	VERB
american_scientific_journal-4080	166	4	hausdorff	hausdorff	NOUN
american_scientific_journal-4080	166	5	distance	distance	NOUN
american_scientific_journal-4080	166	6	metric	metric	ADJ
american_scientific_journal-4080	166	7	to	to	PART
american_scientific_journal-4080	166	8	compare	compare	VERB
american_scientific_journal-4080	166	9	images	image	NOUN
american_scientific_journal-4080	166	10	.	.	PUNCT
american_scientific_journal-4080	167	1	for	for	SCONJ
american_scientific_journal-4080	167	2	a	a	DET
american_scientific_journal-4080	167	3	subject	subject	NOUN
american_scientific_journal-4080	167	4	to	to	PART
american_scientific_journal-4080	167	5	be	be	AUX
american_scientific_journal-4080	167	6	granted	grant	VERB
american_scientific_journal-4080	167	7	access	access	NOUN
american_scientific_journal-4080	167	8	,	,	PUNCT
american_scientific_journal-4080	167	9	face	face	NOUN
american_scientific_journal-4080	167	10	image	image	NOUN
american_scientific_journal-4080	167	11	must	must	AUX
american_scientific_journal-4080	167	12	match	match	VERB
american_scientific_journal-4080	167	13	the	the	DET
american_scientific_journal-4080	167	14	enrolled	enrol	VERB
american_scientific_journal-4080	167	15	templates	template	NOUN
american_scientific_journal-4080	167	16	.	.	PUNCT
american_scientific_journal-4080	168	1	4.2.2	4.2.2	NUM
american_scientific_journal-4080	168	2	decision	decision	NOUN
american_scientific_journal-4080	168	3	module	module	NOUN
american_scientific_journal-4080	168	4	decision	decision	NOUN
american_scientific_journal-4080	168	5	making	make	VERB
american_scientific_journal-4080	168	6	module	module	NOUN
american_scientific_journal-4080	168	7	identifies	identify	VERB
american_scientific_journal-4080	168	8	whether	whether	SCONJ
american_scientific_journal-4080	168	9	the	the	DET
american_scientific_journal-4080	168	10	user	user	NOUN
american_scientific_journal-4080	168	11	is	be	AUX
american_scientific_journal-4080	168	12	a	a	DET
american_scientific_journal-4080	168	13	genuine	genuine	ADJ
american_scientific_journal-4080	168	14	user	user	NOUN
american_scientific_journal-4080	168	15	or	or	CCONJ
american_scientific_journal-4080	168	16	an	an	DET
american_scientific_journal-4080	168	17	impostor	impostor	NOUN
american_scientific_journal-4080	168	18	based	base	VERB
american_scientific_journal-4080	168	19	on	on	ADP
american_scientific_journal-4080	168	20	the	the	DET
american_scientific_journal-4080	168	21	match	match	NOUN
american_scientific_journal-4080	168	22	scores	score	NOUN
american_scientific_journal-4080	168	23	.	.	PUNCT
american_scientific_journal-4080	169	1	if	if	SCONJ
american_scientific_journal-4080	169	2	scores	score	NOUN
american_scientific_journal-4080	169	3	from	from	ADP
american_scientific_journal-4080	169	4	the	the	DET
american_scientific_journal-4080	169	5	matcher	matcher	NOUN
american_scientific_journal-4080	169	6	are	be	AUX
american_scientific_journal-4080	169	7	closed	close	VERB
american_scientific_journal-4080	169	8	access	access	NOUN
american_scientific_journal-4080	169	9	would	would	AUX
american_scientific_journal-4080	169	10	be	be	AUX
american_scientific_journal-4080	169	11	granted	grant	VERB
american_scientific_journal-4080	169	12	to	to	ADP
american_scientific_journal-4080	169	13	the	the	DET
american_scientific_journal-4080	169	14	user	user	NOUN
american_scientific_journal-4080	169	15	else	else	ADV
american_scientific_journal-4080	169	16	access	access	NOUN
american_scientific_journal-4080	169	17	would	would	AUX
american_scientific_journal-4080	169	18	be	be	AUX
american_scientific_journal-4080	169	19	denied	deny	VERB
american_scientific_journal-4080	169	20	.	.	PUNCT
american_scientific_journal-4080	170	1	5	5	X
american_scientific_journal-4080	170	2	.	.	X
american_scientific_journal-4080	170	3	software	software	NOUN
american_scientific_journal-4080	170	4	implementation	implementation	NOUN
american_scientific_journal-4080	170	5	object	object	VERB
american_scientific_journal-4080	170	6	oriented	orient	VERB
american_scientific_journal-4080	170	7	analysis	analysis	NOUN
american_scientific_journal-4080	170	8	and	and	CCONJ
american_scientific_journal-4080	170	9	design	design	NOUN
american_scientific_journal-4080	170	10	(	(	PUNCT
american_scientific_journal-4080	170	11	ooad	ooad	NOUN
american_scientific_journal-4080	170	12	)	)	PUNCT
american_scientific_journal-4080	170	13	approach	approach	NOUN
american_scientific_journal-4080	170	14	was	be	AUX
american_scientific_journal-4080	170	15	followed	follow	VERB
american_scientific_journal-4080	170	16	in	in	ADP
american_scientific_journal-4080	170	17	the	the	DET
american_scientific_journal-4080	170	18	design	design	NOUN
american_scientific_journal-4080	170	19	of	of	ADP
american_scientific_journal-4080	170	20	the	the	DET
american_scientific_journal-4080	170	21	system	system	NOUN
american_scientific_journal-4080	170	22	.	.	PUNCT
american_scientific_journal-4080	171	1	ooad	ooad	PROPN
american_scientific_journal-4080	171	2	provides	provide	VERB
american_scientific_journal-4080	171	3	a	a	DET
american_scientific_journal-4080	171	4	natural	natural	ADJ
american_scientific_journal-4080	171	5	and	and	CCONJ
american_scientific_journal-4080	171	6	intuitive	intuitive	ADJ
american_scientific_journal-4080	171	7	way	way	NOUN
american_scientific_journal-4080	171	8	to	to	PART
american_scientific_journal-4080	171	9	view	view	VERB
american_scientific_journal-4080	171	10	the	the	DET
american_scientific_journal-4080	171	11	software	software	NOUN
american_scientific_journal-4080	171	12	design	design	NOUN
american_scientific_journal-4080	171	13	process	process	NOUN
american_scientific_journal-4080	171	14	—	—	PUNCT
american_scientific_journal-4080	171	15	namely	namely	ADV
american_scientific_journal-4080	171	16	,	,	PUNCT
american_scientific_journal-4080	171	17	modeling	model	VERB
american_scientific_journal-4080	171	18	objects	object	NOUN
american_scientific_journal-4080	171	19	by	by	ADP
american_scientific_journal-4080	171	20	their	their	PRON
american_scientific_journal-4080	171	21	attributes	attribute	NOUN
american_scientific_journal-4080	171	22	and	and	CCONJ
american_scientific_journal-4080	171	23	behaviors	behavior	NOUN
american_scientific_journal-4080	171	24	just	just	ADV
american_scientific_journal-4080	171	25	as	as	SCONJ
american_scientific_journal-4080	171	26	human	human	ADJ
american_scientific_journal-4080	171	27	describe	describe	VERB
american_scientific_journal-4080	171	28	real	real	ADJ
american_scientific_journal-4080	171	29	-	-	PUNCT
american_scientific_journal-4080	171	30	world	world	NOUN
american_scientific_journal-4080	171	31	objects	object	NOUN
american_scientific_journal-4080	171	32	.	.	PUNCT
american_scientific_journal-4080	172	1	the	the	DET
american_scientific_journal-4080	172	2	developed	develop	VERB
american_scientific_journal-4080	172	3	system	system	NOUN
american_scientific_journal-4080	172	4	model	model	NOUN
american_scientific_journal-4080	172	5	was	be	AUX
american_scientific_journal-4080	172	6	implemented	implement	VERB
american_scientific_journal-4080	172	7	using	use	VERB
american_scientific_journal-4080	172	8	java	java	PROPN
american_scientific_journal-4080	172	9	technology	technology	NOUN
american_scientific_journal-4080	172	10	because	because	SCONJ
american_scientific_journal-4080	172	11	of	of	ADP
american_scientific_journal-4080	172	12	the	the	DET
american_scientific_journal-4080	172	13	support	support	NOUN
american_scientific_journal-4080	172	14	java	java	NOUN
american_scientific_journal-4080	172	15	has	have	VERB
american_scientific_journal-4080	172	16	for	for	ADP
american_scientific_journal-4080	172	17	database	database	NOUN
american_scientific_journal-4080	172	18	connectivity	connectivity	NOUN
american_scientific_journal-4080	172	19	.	.	PUNCT
american_scientific_journal-4080	173	1	sun	sun	PROPN
american_scientific_journal-4080	173	2	created	create	VERB
american_scientific_journal-4080	173	3	a	a	DET
american_scientific_journal-4080	173	4	standardized	standardized	ADJ
american_scientific_journal-4080	173	5	interface	interface	NOUN
american_scientific_journal-4080	173	6	to	to	ADP
american_scientific_journal-4080	173	7	databases	database	NOUN
american_scientific_journal-4080	173	8	from	from	ADP
american_scientific_journal-4080	173	9	java	java	PROPN
american_scientific_journal-4080	173	10	called	call	VERB
american_scientific_journal-4080	173	11	java	java	PROPN
american_scientific_journal-4080	173	12	database	database	PROPN
american_scientific_journal-4080	173	13	connectivity	connectivity	NOUN
american_scientific_journal-4080	173	14	(	(	PUNCT
american_scientific_journal-4080	173	15	jdbc	jdbc	PROPN
american_scientific_journal-4080	173	16	)	)	PUNCT
american_scientific_journal-4080	173	17	,	,	PUNCT
american_scientific_journal-4080	173	18	which	which	PRON
american_scientific_journal-4080	173	19	makes	make	VERB
american_scientific_journal-4080	173	20	it	it	PRON
american_scientific_journal-4080	173	21	possible	possible	ADJ
american_scientific_journal-4080	173	22	to	to	PART
american_scientific_journal-4080	173	23	connect	connect	VERB
american_scientific_journal-4080	173	24	a	a	DET
american_scientific_journal-4080	173	25	java	java	NOUN
american_scientific_journal-4080	173	26	application	application	NOUN
american_scientific_journal-4080	173	27	with	with	ADP
american_scientific_journal-4080	173	28	mysql	mysql	NOUN
american_scientific_journal-4080	173	29	database	database	NOUN
american_scientific_journal-4080	173	30	.	.	PUNCT
american_scientific_journal-4080	174	1	using	use	VERB
american_scientific_journal-4080	174	2	the	the	DET
american_scientific_journal-4080	174	3	connector	connector	NOUN
american_scientific_journal-4080	174	4	/	/	SYM
american_scientific_journal-4080	174	5	j	j	PROPN
american_scientific_journal-4080	174	6	jdbc	jdbc	PROPN
american_scientific_journal-4080	174	7	driver	driver	PROPN
american_scientific_journal-4080	174	8	,	,	PUNCT
american_scientific_journal-4080	174	9	the	the	DET
american_scientific_journal-4080	174	10	system	system	NOUN
american_scientific_journal-4080	174	11	queries	query	VERB
american_scientific_journal-4080	174	12	the	the	DET
american_scientific_journal-4080	174	13	database	database	NOUN
american_scientific_journal-4080	174	14	for	for	ADP
american_scientific_journal-4080	174	15	data	data	PROPN
american_scientific_journal-4080	174	16	.	.	PUNCT
american_scientific_journal-4080	175	1	face	face	NOUN
american_scientific_journal-4080	175	2	image	image	NOUN
american_scientific_journal-4080	175	3	features	feature	VERB
american_scientific_journal-4080	175	4	extraction	extraction	NOUN
american_scientific_journal-4080	175	5	fingerprint	fingerprint	NOUN
american_scientific_journal-4080	175	6	template	template	NOUN
american_scientific_journal-4080	175	7	database	database	NOUN
american_scientific_journal-4080	175	8	decryption	decryption	NOUN
american_scientific_journal-4080	175	9	of	of	ADP
american_scientific_journal-4080	175	10	binary	binary	ADJ
american_scientific_journal-4080	175	11	data	datum	NOUN
american_scientific_journal-4080	175	12	decision	decision	NOUN
american_scientific_journal-4080	175	13	american	american	PROPN
american_scientific_journal-4080	175	14	scientific	scientific	ADJ
american_scientific_journal-4080	175	15	research	research	NOUN
american_scientific_journal-4080	175	16	journal	journal	NOUN
american_scientific_journal-4080	175	17	for	for	ADP
american_scientific_journal-4080	175	18	engineering	engineering	NOUN
american_scientific_journal-4080	175	19	,	,	PUNCT
american_scientific_journal-4080	175	20	technology	technology	NOUN
american_scientific_journal-4080	175	21	,	,	PUNCT
american_scientific_journal-4080	175	22	and	and	CCONJ
american_scientific_journal-4080	175	23	sciences	science	NOUN
american_scientific_journal-4080	175	24	(	(	PUNCT
american_scientific_journal-4080	175	25	asrjets	asrjet	NOUN
american_scientific_journal-4080	175	26	)	)	PUNCT
american_scientific_journal-4080	175	27	(	(	PUNCT
american_scientific_journal-4080	175	28	2018	2018	NUM
american_scientific_journal-4080	175	29	)	)	PUNCT
american_scientific_journal-4080	175	30	volume	volume	NOUN
american_scientific_journal-4080	175	31	43	43	NUM
american_scientific_journal-4080	175	32	,	,	PUNCT
american_scientific_journal-4080	175	33	no	no	DET
american_scientific_journal-4080	175	34	1	1	NUM
american_scientific_journal-4080	175	35	,	,	PUNCT
american_scientific_journal-4080	175	36	pp	pp	ADV
american_scientific_journal-4080	175	37	44	44	NUM
american_scientific_journal-4080	175	38	-	-	SYM
american_scientific_journal-4080	175	39	60	60	NUM
american_scientific_journal-4080	175	40	53	53	NUM
american_scientific_journal-4080	175	41	5.1	5.1	NUM
american_scientific_journal-4080	175	42	system	system	NOUN
american_scientific_journal-4080	175	43	testing	testing	NOUN
american_scientific_journal-4080	175	44	and	and	CCONJ
american_scientific_journal-4080	175	45	documentation	documentation	NOUN
american_scientific_journal-4080	175	46	data	datum	NOUN
american_scientific_journal-4080	175	47	input	input	NOUN
american_scientific_journal-4080	175	48	upon	upon	SCONJ
american_scientific_journal-4080	175	49	approaching	approach	VERB
american_scientific_journal-4080	175	50	the	the	DET
american_scientific_journal-4080	175	51	recognition	recognition	NOUN
american_scientific_journal-4080	175	52	system	system	NOUN
american_scientific_journal-4080	175	53	for	for	ADP
american_scientific_journal-4080	175	54	the	the	DET
american_scientific_journal-4080	175	55	first	first	ADJ
american_scientific_journal-4080	175	56	time	time	NOUN
american_scientific_journal-4080	175	57	(	(	PUNCT
american_scientific_journal-4080	175	58	assuming	assume	VERB
american_scientific_journal-4080	175	59	no	no	DET
american_scientific_journal-4080	175	60	one	one	NOUN
american_scientific_journal-4080	175	61	is	be	AUX
american_scientific_journal-4080	175	62	currently	currently	ADV
american_scientific_journal-4080	175	63	using	use	VERB
american_scientific_journal-4080	175	64	it	it	PRON
american_scientific_journal-4080	175	65	)	)	PUNCT
american_scientific_journal-4080	175	66	,	,	PUNCT
american_scientific_journal-4080	175	67	the	the	DET
american_scientific_journal-4080	175	68	user	user	NOUN
american_scientific_journal-4080	175	69	should	should	AUX
american_scientific_journal-4080	175	70	experience	experience	VERB
american_scientific_journal-4080	175	71	the	the	DET
american_scientific_journal-4080	175	72	following	follow	VERB
american_scientific_journal-4080	175	73	sequence	sequence	NOUN
american_scientific_journal-4080	175	74	of	of	ADP
american_scientific_journal-4080	175	75	event	event	NOUN
american_scientific_journal-4080	175	76	:	:	PUNCT
american_scientific_journal-4080	176	1	1	1	X
american_scientific_journal-4080	176	2	.	.	X
american_scientific_journal-4080	176	3	a	a	DET
american_scientific_journal-4080	176	4	graphical	graphical	ADJ
american_scientific_journal-4080	176	5	user	user	NOUN
american_scientific_journal-4080	176	6	interface	interface	NOUN
american_scientific_journal-4080	176	7	(	(	PUNCT
american_scientific_journal-4080	176	8	gui	gui	NOUN
american_scientific_journal-4080	176	9	)	)	PUNCT
american_scientific_journal-4080	176	10	design	design	NOUN
american_scientific_journal-4080	176	11	to	to	PART
american_scientific_journal-4080	176	12	provide	provide	VERB
american_scientific_journal-4080	176	13	a	a	DET
american_scientific_journal-4080	176	14	mechanism	mechanism	NOUN
american_scientific_journal-4080	176	15	for	for	ADP
american_scientific_journal-4080	176	16	collecting	collect	VERB
american_scientific_journal-4080	176	17	data	datum	NOUN
american_scientific_journal-4080	176	18	is	be	AUX
american_scientific_journal-4080	176	19	displayed	display	VERB
american_scientific_journal-4080	176	20	as	as	SCONJ
american_scientific_journal-4080	176	21	shown	show	VERB
american_scientific_journal-4080	176	22	in	in	ADP
american_scientific_journal-4080	176	23	figure	figure	NOUN
american_scientific_journal-4080	176	24	4	4	NUM
american_scientific_journal-4080	176	25	.	.	PUNCT
american_scientific_journal-4080	177	1	on	on	ADP
american_scientific_journal-4080	177	2	the	the	DET
american_scientific_journal-4080	177	3	menu	menu	NOUN
american_scientific_journal-4080	177	4	tab	tab	NOUN
american_scientific_journal-4080	177	5	,	,	PUNCT
american_scientific_journal-4080	177	6	the	the	DET
american_scientific_journal-4080	177	7	user	user	NOUN
american_scientific_journal-4080	177	8	can	can	AUX
american_scientific_journal-4080	177	9	choose	choose	VERB
american_scientific_journal-4080	177	10	to	to	PART
american_scientific_journal-4080	177	11	input	input	VERB
american_scientific_journal-4080	177	12	biometric	biometric	ADJ
american_scientific_journal-4080	177	13	details	detail	NOUN
american_scientific_journal-4080	177	14	to	to	PART
american_scientific_journal-4080	177	15	generate	generate	VERB
american_scientific_journal-4080	177	16	a	a	DET
american_scientific_journal-4080	177	17	template	template	NOUN
american_scientific_journal-4080	177	18	or	or	CCONJ
american_scientific_journal-4080	177	19	input	input	NOUN
american_scientific_journal-4080	177	20	face	face	NOUN
american_scientific_journal-4080	177	21	for	for	ADP
american_scientific_journal-4080	177	22	recognition	recognition	NOUN
american_scientific_journal-4080	177	23	.	.	PUNCT
american_scientific_journal-4080	178	1	figure	figure	VERB
american_scientific_journal-4080	178	2	4	4	NUM
american_scientific_journal-4080	178	3	:	:	PUNCT
american_scientific_journal-4080	178	4	interface	interface	NOUN
american_scientific_journal-4080	178	5	for	for	ADP
american_scientific_journal-4080	178	6	input	input	NOUN
american_scientific_journal-4080	178	7	selection	selection	NOUN
american_scientific_journal-4080	178	8	2	2	NUM
american_scientific_journal-4080	178	9	.	.	PUNCT
american_scientific_journal-4080	179	1	if	if	SCONJ
american_scientific_journal-4080	179	2	input	input	NOUN
american_scientific_journal-4080	179	3	is	be	AUX
american_scientific_journal-4080	179	4	selected	select	VERB
american_scientific_journal-4080	179	5	as	as	SCONJ
american_scientific_journal-4080	179	6	shown	show	VERB
american_scientific_journal-4080	179	7	in	in	ADP
american_scientific_journal-4080	179	8	figure	figure	NOUN
american_scientific_journal-4080	179	9	4	4	NUM
american_scientific_journal-4080	179	10	,	,	PUNCT
american_scientific_journal-4080	179	11	an	an	DET
american_scientific_journal-4080	179	12	interface	interface	NOUN
american_scientific_journal-4080	179	13	to	to	PART
american_scientific_journal-4080	179	14	collect	collect	VERB
american_scientific_journal-4080	179	15	subjects	subject	NOUN
american_scientific_journal-4080	179	16	details	detail	NOUN
american_scientific_journal-4080	179	17	would	would	AUX
american_scientific_journal-4080	179	18	be	be	AUX
american_scientific_journal-4080	179	19	displayed	display	VERB
american_scientific_journal-4080	179	20	as	as	SCONJ
american_scientific_journal-4080	179	21	shown	show	VERB
american_scientific_journal-4080	179	22	in	in	ADP
american_scientific_journal-4080	179	23	figure	figure	NOUN
american_scientific_journal-4080	179	24	5	5	NUM
american_scientific_journal-4080	179	25	.	.	PUNCT
american_scientific_journal-4080	180	1	on	on	ADP
american_scientific_journal-4080	180	2	the	the	DET
american_scientific_journal-4080	180	3	input	input	NOUN
american_scientific_journal-4080	180	4	interface	interface	NOUN
american_scientific_journal-4080	180	5	all	all	DET
american_scientific_journal-4080	180	6	field	field	NOUN
american_scientific_journal-4080	180	7	are	be	AUX
american_scientific_journal-4080	180	8	disabled	disabled	ADJ
american_scientific_journal-4080	180	9	until	until	SCONJ
american_scientific_journal-4080	180	10	snap	snap	ADJ
american_scientific_journal-4080	180	11	passport	passport	NOUN
american_scientific_journal-4080	180	12	button	button	NOUN
american_scientific_journal-4080	180	13	is	be	AUX
american_scientific_journal-4080	180	14	click	click	VERB
american_scientific_journal-4080	180	15	and	and	CCONJ
american_scientific_journal-4080	180	16	a	a	DET
american_scientific_journal-4080	180	17	passport	passport	NOUN
american_scientific_journal-4080	180	18	is	be	AUX
american_scientific_journal-4080	180	19	taken	take	VERB
american_scientific_journal-4080	180	20	using	use	VERB
american_scientific_journal-4080	180	21	the	the	DET
american_scientific_journal-4080	180	22	passport	passport	NOUN
american_scientific_journal-4080	180	23	snapper	snapper	NOUN
american_scientific_journal-4080	180	24	as	as	SCONJ
american_scientific_journal-4080	180	25	shown	show	VERB
american_scientific_journal-4080	180	26	in	in	ADP
american_scientific_journal-4080	180	27	figure	figure	NOUN
american_scientific_journal-4080	180	28	6	6	NUM
american_scientific_journal-4080	180	29	.	.	PUNCT
american_scientific_journal-4080	181	1	the	the	DET
american_scientific_journal-4080	181	2	passport	passport	NOUN
american_scientific_journal-4080	181	3	snapper	snapper	NOUN
american_scientific_journal-4080	181	4	is	be	AUX
american_scientific_journal-4080	181	5	a	a	DET
american_scientific_journal-4080	181	6	module	module	NOUN
american_scientific_journal-4080	181	7	that	that	PRON
american_scientific_journal-4080	181	8	reads	read	VERB
american_scientific_journal-4080	181	9	image	image	NOUN
american_scientific_journal-4080	181	10	data	datum	NOUN
american_scientific_journal-4080	181	11	from	from	ADP
american_scientific_journal-4080	181	12	a	a	DET
american_scientific_journal-4080	181	13	camera	camera	NOUN
american_scientific_journal-4080	181	14	hardware	hardware	NOUN
american_scientific_journal-4080	181	15	on	on	ADP
american_scientific_journal-4080	181	16	the	the	DET
american_scientific_journal-4080	181	17	computer	computer	NOUN
american_scientific_journal-4080	181	18	or	or	CCONJ
american_scientific_journal-4080	181	19	hardware	hardware	NOUN
american_scientific_journal-4080	181	20	attached	attach	VERB
american_scientific_journal-4080	181	21	to	to	ADP
american_scientific_journal-4080	181	22	the	the	DET
american_scientific_journal-4080	181	23	computer	computer	NOUN
american_scientific_journal-4080	181	24	.	.	PUNCT
american_scientific_journal-4080	182	1	if	if	SCONJ
american_scientific_journal-4080	182	2	the	the	DET
american_scientific_journal-4080	182	3	passport	passport	NOUN
american_scientific_journal-4080	182	4	is	be	AUX
american_scientific_journal-4080	182	5	successfully	successfully	ADV
american_scientific_journal-4080	182	6	taken	take	VERB
american_scientific_journal-4080	182	7	,	,	PUNCT
american_scientific_journal-4080	182	8	all	all	DET
american_scientific_journal-4080	182	9	the	the	DET
american_scientific_journal-4080	182	10	fields	field	NOUN
american_scientific_journal-4080	182	11	on	on	ADP
american_scientific_journal-4080	182	12	the	the	DET
american_scientific_journal-4080	182	13	input	input	NOUN
american_scientific_journal-4080	182	14	interface	interface	NOUN
american_scientific_journal-4080	182	15	will	will	AUX
american_scientific_journal-4080	182	16	be	be	AUX
american_scientific_journal-4080	182	17	enabled	enable	VERB
american_scientific_journal-4080	182	18	and	and	CCONJ
american_scientific_journal-4080	182	19	the	the	DET
american_scientific_journal-4080	182	20	passport	passport	NOUN
american_scientific_journal-4080	182	21	taken	take	VERB
american_scientific_journal-4080	182	22	would	would	AUX
american_scientific_journal-4080	182	23	be	be	AUX
american_scientific_journal-4080	182	24	displayed	display	VERB
american_scientific_journal-4080	182	25	as	as	SCONJ
american_scientific_journal-4080	182	26	shown	show	VERB
american_scientific_journal-4080	182	27	in	in	ADP
american_scientific_journal-4080	182	28	figure	figure	NOUN
american_scientific_journal-4080	182	29	7	7	NUM
american_scientific_journal-4080	182	30	american	american	ADJ
american_scientific_journal-4080	182	31	scientific	scientific	ADJ
american_scientific_journal-4080	182	32	research	research	NOUN
american_scientific_journal-4080	182	33	journal	journal	NOUN
american_scientific_journal-4080	182	34	for	for	ADP
american_scientific_journal-4080	182	35	engineering	engineering	NOUN
american_scientific_journal-4080	182	36	,	,	PUNCT
american_scientific_journal-4080	182	37	technology	technology	NOUN
american_scientific_journal-4080	182	38	,	,	PUNCT
american_scientific_journal-4080	182	39	and	and	CCONJ
american_scientific_journal-4080	182	40	sciences	science	NOUN
american_scientific_journal-4080	182	41	(	(	PUNCT
american_scientific_journal-4080	182	42	asrjets	asrjet	NOUN
american_scientific_journal-4080	182	43	)	)	PUNCT
american_scientific_journal-4080	182	44	(	(	PUNCT
american_scientific_journal-4080	182	45	2018	2018	NUM
american_scientific_journal-4080	182	46	)	)	PUNCT
american_scientific_journal-4080	182	47	volume	volume	NOUN
american_scientific_journal-4080	182	48	43	43	NUM
american_scientific_journal-4080	182	49	,	,	PUNCT
american_scientific_journal-4080	182	50	no	no	DET
american_scientific_journal-4080	182	51	1	1	NUM
american_scientific_journal-4080	182	52	,	,	PUNCT
american_scientific_journal-4080	182	53	pp	pp	ADV
american_scientific_journal-4080	182	54	44	44	NUM
american_scientific_journal-4080	182	55	-	-	SYM
american_scientific_journal-4080	182	56	60	60	NUM
american_scientific_journal-4080	182	57	54	54	NUM
american_scientific_journal-4080	182	58	figure	figure	NOUN
american_scientific_journal-4080	182	59	5	5	NUM
american_scientific_journal-4080	182	60	:	:	PUNCT
american_scientific_journal-4080	182	61	interface	interface	NOUN
american_scientific_journal-4080	182	62	for	for	ADP
american_scientific_journal-4080	182	63	subject	subject	ADJ
american_scientific_journal-4080	182	64	details	detail	NOUN
american_scientific_journal-4080	182	65	figure	figure	VERB
american_scientific_journal-4080	182	66	6	6	NUM
american_scientific_journal-4080	182	67	:	:	PUNCT
american_scientific_journal-4080	182	68	interface	interface	NOUN
american_scientific_journal-4080	182	69	for	for	ADP
american_scientific_journal-4080	182	70	passport	passport	NOUN
american_scientific_journal-4080	182	71	snapper	snapper	NOUN
american_scientific_journal-4080	182	72	3	3	NUM
american_scientific_journal-4080	182	73	.	.	PUNCT
american_scientific_journal-4080	183	1	on	on	ADP
american_scientific_journal-4080	183	2	the	the	DET
american_scientific_journal-4080	183	3	input	input	NOUN
american_scientific_journal-4080	183	4	interface	interface	NOUN
american_scientific_journal-4080	183	5	all	all	DET
american_scientific_journal-4080	183	6	the	the	DET
american_scientific_journal-4080	183	7	fields	field	NOUN
american_scientific_journal-4080	183	8	such	such	ADJ
american_scientific_journal-4080	183	9	as	as	ADP
american_scientific_journal-4080	183	10	surname	surname	NOUN
american_scientific_journal-4080	183	11	,	,	PUNCT
american_scientific_journal-4080	183	12	first	first	ADJ
american_scientific_journal-4080	183	13	name	name	NOUN
american_scientific_journal-4080	183	14	,	,	PUNCT
american_scientific_journal-4080	183	15	etc	etc	X
american_scientific_journal-4080	183	16	.	.	X
american_scientific_journal-4080	183	17	must	must	AUX
american_scientific_journal-4080	183	18	be	be	AUX
american_scientific_journal-4080	183	19	filled	fill	VERB
american_scientific_journal-4080	183	20	and	and	CCONJ
american_scientific_journal-4080	183	21	a	a	DET
american_scientific_journal-4080	183	22	unique	unique	ADJ
american_scientific_journal-4080	183	23	number	number	NOUN
american_scientific_journal-4080	183	24	should	should	AUX
american_scientific_journal-4080	183	25	be	be	AUX
american_scientific_journal-4080	183	26	provided	provide	VERB
american_scientific_journal-4080	183	27	for	for	ADP
american_scientific_journal-4080	183	28	the	the	DET
american_scientific_journal-4080	183	29	subject	subject	NOUN
american_scientific_journal-4080	183	30	.	.	PUNCT
american_scientific_journal-4080	184	1	the	the	DET
american_scientific_journal-4080	184	2	unique	unique	ADJ
american_scientific_journal-4080	184	3	number	number	NOUN
american_scientific_journal-4080	184	4	is	be	AUX
american_scientific_journal-4080	184	5	a	a	DET
american_scientific_journal-4080	184	6	means	mean	NOUN
american_scientific_journal-4080	184	7	for	for	ADP
american_scientific_journal-4080	184	8	the	the	DET
american_scientific_journal-4080	184	9	subject	subject	NOUN
american_scientific_journal-4080	184	10	to	to	PART
american_scientific_journal-4080	184	11	indicate	indicate	VERB
american_scientific_journal-4080	184	12	his	his	PRON
american_scientific_journal-4080	184	13	/	/	SYM
american_scientific_journal-4080	184	14	her	her	PRON
american_scientific_journal-4080	184	15	identity	identity	NOUN
american_scientific_journal-4080	184	16	for	for	ADP
american_scientific_journal-4080	184	17	recognition	recognition	NOUN
american_scientific_journal-4080	184	18	.	.	PUNCT
american_scientific_journal-4080	185	1	the	the	DET
american_scientific_journal-4080	185	2	unique	unique	ADJ
american_scientific_journal-4080	185	3	number	number	NOUN
american_scientific_journal-4080	185	4	provided	provide	VERB
american_scientific_journal-4080	185	5	is	be	AUX
american_scientific_journal-4080	185	6	attached	attach	VERB
american_scientific_journal-4080	185	7	to	to	ADP
american_scientific_journal-4080	185	8	the	the	DET
american_scientific_journal-4080	185	9	template	template	NOUN
american_scientific_journal-4080	185	10	generated	generate	VERB
american_scientific_journal-4080	185	11	.	.	PUNCT
american_scientific_journal-4080	186	1	after	after	SCONJ
american_scientific_journal-4080	186	2	all	all	DET
american_scientific_journal-4080	186	3	the	the	DET
american_scientific_journal-4080	186	4	fields	field	NOUN
american_scientific_journal-4080	186	5	had	have	AUX
american_scientific_journal-4080	186	6	been	be	AUX
american_scientific_journal-4080	186	7	filled	fill	VERB
american_scientific_journal-4080	186	8	,	,	PUNCT
american_scientific_journal-4080	186	9	the	the	DET
american_scientific_journal-4080	186	10	face	face	NOUN
american_scientific_journal-4080	186	11	biometric	biometric	ADJ
american_scientific_journal-4080	186	12	template	template	NOUN
american_scientific_journal-4080	186	13	may	may	AUX
american_scientific_journal-4080	186	14	be	be	AUX
american_scientific_journal-4080	186	15	generated	generate	VERB
american_scientific_journal-4080	186	16	by	by	ADP
american_scientific_journal-4080	186	17	clicking	click	VERB
american_scientific_journal-4080	186	18	snap	snap	ADJ
american_scientific_journal-4080	186	19	face	face	NOUN
american_scientific_journal-4080	186	20	button	button	NOUN
american_scientific_journal-4080	186	21	.	.	PUNCT
american_scientific_journal-4080	187	1	this	this	PRON
american_scientific_journal-4080	187	2	in	in	ADP
american_scientific_journal-4080	187	3	turn	turn	NOUN
american_scientific_journal-4080	187	4	popup	popup	VERB
american_scientific_journal-4080	187	5	the	the	DET
american_scientific_journal-4080	187	6	face	face	NOUN
american_scientific_journal-4080	187	7	-	-	PUNCT
american_scientific_journal-4080	187	8	scanner	scanner	NOUN
american_scientific_journal-4080	187	9	module	module	NOUN
american_scientific_journal-4080	187	10	as	as	SCONJ
american_scientific_journal-4080	187	11	shown	show	VERB
american_scientific_journal-4080	187	12	in	in	ADP
american_scientific_journal-4080	187	13	figure	figure	NOUN
american_scientific_journal-4080	187	14	8	8	NUM
american_scientific_journal-4080	187	15	.	.	PUNCT
american_scientific_journal-4080	188	1	the	the	DET
american_scientific_journal-4080	188	2	face	face	NOUN
american_scientific_journal-4080	188	3	scanner	scanner	NOUN
american_scientific_journal-4080	188	4	automatically	automatically	ADV
american_scientific_journal-4080	188	5	captured	capture	VERB
american_scientific_journal-4080	188	6	five	five	NUM
american_scientific_journal-4080	188	7	face	face	NOUN
american_scientific_journal-4080	188	8	images	image	NOUN
american_scientific_journal-4080	188	9	whenever	whenever	SCONJ
american_scientific_journal-4080	188	10	a	a	DET
american_scientific_journal-4080	188	11	face	face	NOUN
american_scientific_journal-4080	188	12	image	image	NOUN
american_scientific_journal-4080	188	13	is	be	AUX
american_scientific_journal-4080	188	14	detected	detect	VERB
american_scientific_journal-4080	188	15	by	by	ADP
american_scientific_journal-4080	188	16	the	the	DET
american_scientific_journal-4080	188	17	system	system	NOUN
american_scientific_journal-4080	188	18	through	through	ADP
american_scientific_journal-4080	188	19	the	the	DET
american_scientific_journal-4080	188	20	camera	camera	NOUN
american_scientific_journal-4080	188	21	.	.	PUNCT
american_scientific_journal-4080	189	1	the	the	DET
american_scientific_journal-4080	189	2	image	image	NOUN
american_scientific_journal-4080	189	3	is	be	AUX
american_scientific_journal-4080	189	4	captured	capture	VERB
american_scientific_journal-4080	189	5	only	only	ADV
american_scientific_journal-4080	189	6	when	when	SCONJ
american_scientific_journal-4080	189	7	the	the	DET
american_scientific_journal-4080	189	8	subject	subject	NOUN
american_scientific_journal-4080	189	9	is	be	AUX
american_scientific_journal-4080	189	10	facing	face	VERB
american_scientific_journal-4080	189	11	the	the	DET
american_scientific_journal-4080	189	12	camera	camera	NOUN
american_scientific_journal-4080	189	13	.	.	PUNCT
american_scientific_journal-4080	190	1	this	this	PRON
american_scientific_journal-4080	190	2	is	be	AUX
american_scientific_journal-4080	190	3	to	to	PART
american_scientific_journal-4080	190	4	control	control	VERB
american_scientific_journal-4080	190	5	the	the	DET
american_scientific_journal-4080	190	6	quality	quality	NOUN
american_scientific_journal-4080	190	7	of	of	ADP
american_scientific_journal-4080	190	8	the	the	DET
american_scientific_journal-4080	190	9	image	image	NOUN
american_scientific_journal-4080	190	10	and	and	CCONJ
american_scientific_journal-4080	190	11	to	to	PART
american_scientific_journal-4080	190	12	capture	capture	VERB
american_scientific_journal-4080	190	13	uniform	uniform	ADJ
american_scientific_journal-4080	190	14	images	image	NOUN
american_scientific_journal-4080	190	15	when	when	SCONJ
american_scientific_journal-4080	190	16	generating	generating	NOUN
american_scientific_journal-4080	190	17	template	template	NOUN
american_scientific_journal-4080	190	18	.	.	PUNCT
american_scientific_journal-4080	191	1	american	american	ADJ
american_scientific_journal-4080	191	2	scientific	scientific	ADJ
american_scientific_journal-4080	191	3	research	research	PROPN
american_scientific_journal-4080	191	4	journal	journal	NOUN
american_scientific_journal-4080	191	5	for	for	ADP
american_scientific_journal-4080	191	6	engineering	engineering	NOUN
american_scientific_journal-4080	191	7	,	,	PUNCT
american_scientific_journal-4080	191	8	technology	technology	NOUN
american_scientific_journal-4080	191	9	,	,	PUNCT
american_scientific_journal-4080	191	10	and	and	CCONJ
american_scientific_journal-4080	191	11	sciences	science	NOUN
american_scientific_journal-4080	191	12	(	(	PUNCT
american_scientific_journal-4080	191	13	asrjets	asrjet	NOUN
american_scientific_journal-4080	191	14	)	)	PUNCT
american_scientific_journal-4080	191	15	(	(	PUNCT
american_scientific_journal-4080	191	16	2018	2018	NUM
american_scientific_journal-4080	191	17	)	)	PUNCT
american_scientific_journal-4080	191	18	volume	volume	NOUN
american_scientific_journal-4080	191	19	43	43	NUM
american_scientific_journal-4080	191	20	,	,	PUNCT
american_scientific_journal-4080	191	21	no	no	DET
american_scientific_journal-4080	191	22	1	1	NUM
american_scientific_journal-4080	191	23	,	,	PUNCT
american_scientific_journal-4080	191	24	pp	pp	ADV
american_scientific_journal-4080	191	25	44	44	NUM
american_scientific_journal-4080	191	26	-	-	SYM
american_scientific_journal-4080	191	27	60	60	NUM
american_scientific_journal-4080	191	28	55	55	NUM
american_scientific_journal-4080	191	29	figure	figure	NOUN
american_scientific_journal-4080	191	30	7	7	NUM
american_scientific_journal-4080	191	31	:	:	PUNCT
american_scientific_journal-4080	191	32	interface	interface	NOUN
american_scientific_journal-4080	191	33	for	for	ADP
american_scientific_journal-4080	191	34	displaying	display	VERB
american_scientific_journal-4080	191	35	details	detail	NOUN
american_scientific_journal-4080	191	36	figure	figure	NOUN
american_scientific_journal-4080	191	37	8	8	NUM
american_scientific_journal-4080	191	38	:	:	PUNCT
american_scientific_journal-4080	191	39	interface	interface	NOUN
american_scientific_journal-4080	191	40	for	for	ADP
american_scientific_journal-4080	191	41	face	face	NOUN
american_scientific_journal-4080	191	42	scanner	scanner	NOUN
american_scientific_journal-4080	191	43	module	module	NOUN
american_scientific_journal-4080	191	44	recognition	recognition	NOUN
american_scientific_journal-4080	191	45	in	in	ADP
american_scientific_journal-4080	191	46	order	order	NOUN
american_scientific_journal-4080	191	47	to	to	PART
american_scientific_journal-4080	191	48	recognize	recognize	VERB
american_scientific_journal-4080	191	49	or	or	CCONJ
american_scientific_journal-4080	191	50	verify	verify	VERB
american_scientific_journal-4080	191	51	a	a	DET
american_scientific_journal-4080	191	52	face	face	NOUN
american_scientific_journal-4080	191	53	the	the	DET
american_scientific_journal-4080	191	54	user	user	NOUN
american_scientific_journal-4080	191	55	should	should	AUX
american_scientific_journal-4080	191	56	select	select	VERB
american_scientific_journal-4080	191	57	recognize	recognize	VERB
american_scientific_journal-4080	191	58	face	face	NOUN
american_scientific_journal-4080	191	59	button	button	NOUN
american_scientific_journal-4080	191	60	on	on	ADP
american_scientific_journal-4080	191	61	file	file	NOUN
american_scientific_journal-4080	191	62	menu	menu	NOUN
american_scientific_journal-4080	191	63	.	.	PUNCT
american_scientific_journal-4080	192	1	this	this	PRON
american_scientific_journal-4080	192	2	makes	make	VERB
american_scientific_journal-4080	192	3	the	the	DET
american_scientific_journal-4080	192	4	output	output	NOUN
american_scientific_journal-4080	192	5	interface	interface	NOUN
american_scientific_journal-4080	192	6	to	to	PART
american_scientific_journal-4080	192	7	popup	popup	VERB
american_scientific_journal-4080	192	8	as	as	SCONJ
american_scientific_journal-4080	192	9	shown	show	VERB
american_scientific_journal-4080	192	10	in	in	ADP
american_scientific_journal-4080	192	11	figure	figure	NOUN
american_scientific_journal-4080	192	12	9	9	NUM
american_scientific_journal-4080	192	13	.	.	PUNCT
american_scientific_journal-4080	193	1	at	at	ADP
american_scientific_journal-4080	193	2	this	this	DET
american_scientific_journal-4080	193	3	stage	stage	NOUN
american_scientific_journal-4080	193	4	,	,	PUNCT
american_scientific_journal-4080	193	5	subject	subject	NOUN
american_scientific_journal-4080	193	6	presents	present	VERB
american_scientific_journal-4080	193	7	his	his	PRON
american_scientific_journal-4080	193	8	/	/	SYM
american_scientific_journal-4080	193	9	her	her	PRON
american_scientific_journal-4080	193	10	unique	unique	ADJ
american_scientific_journal-4080	193	11	number	number	NOUN
american_scientific_journal-4080	193	12	.	.	PUNCT
american_scientific_journal-4080	194	1	thereafter	thereafter	ADV
american_scientific_journal-4080	194	2	,	,	PUNCT
american_scientific_journal-4080	194	3	a	a	DET
american_scientific_journal-4080	194	4	single	single	ADJ
american_scientific_journal-4080	194	5	face	face	NOUN
american_scientific_journal-4080	194	6	image	image	NOUN
american_scientific_journal-4080	194	7	would	would	AUX
american_scientific_journal-4080	194	8	be	be	AUX
american_scientific_journal-4080	194	9	acquired	acquire	VERB
american_scientific_journal-4080	194	10	from	from	ADP
american_scientific_journal-4080	194	11	the	the	DET
american_scientific_journal-4080	194	12	subject	subject	NOUN
american_scientific_journal-4080	194	13	using	use	VERB
american_scientific_journal-4080	194	14	the	the	DET
american_scientific_journal-4080	194	15	face	face	NOUN
american_scientific_journal-4080	194	16	scanner	scanner	NOUN
american_scientific_journal-4080	194	17	as	as	SCONJ
american_scientific_journal-4080	194	18	shown	show	VERB
american_scientific_journal-4080	194	19	in	in	ADP
american_scientific_journal-4080	194	20	figure	figure	NOUN
american_scientific_journal-4080	194	21	10	10	NUM
american_scientific_journal-4080	194	22	.	.	PUNCT
american_scientific_journal-4080	195	1	the	the	DET
american_scientific_journal-4080	195	2	features	feature	NOUN
american_scientific_journal-4080	195	3	will	will	AUX
american_scientific_journal-4080	195	4	again	again	ADV
american_scientific_journal-4080	195	5	be	be	AUX
american_scientific_journal-4080	195	6	extracted	extract	VERB
american_scientific_journal-4080	195	7	and	and	CCONJ
american_scientific_journal-4080	195	8	compare	compare	VERB
american_scientific_journal-4080	195	9	with	with	ADP
american_scientific_journal-4080	195	10	the	the	DET
american_scientific_journal-4080	195	11	data	datum	NOUN
american_scientific_journal-4080	195	12	linked	link	VERB
american_scientific_journal-4080	195	13	with	with	ADP
american_scientific_journal-4080	195	14	the	the	DET
american_scientific_journal-4080	195	15	unique	unique	ADJ
american_scientific_journal-4080	195	16	number	number	NOUN
american_scientific_journal-4080	195	17	.	.	PUNCT
american_scientific_journal-4080	196	1	if	if	SCONJ
american_scientific_journal-4080	196	2	the	the	DET
american_scientific_journal-4080	196	3	image	image	NOUN
american_scientific_journal-4080	196	4	matches	match	VERB
american_scientific_journal-4080	196	5	,	,	PUNCT
american_scientific_journal-4080	196	6	an	an	DET
american_scientific_journal-4080	196	7	interface	interface	NOUN
american_scientific_journal-4080	196	8	showing	show	VERB
american_scientific_journal-4080	196	9	the	the	DET
american_scientific_journal-4080	196	10	details	detail	NOUN
american_scientific_journal-4080	196	11	of	of	ADP
american_scientific_journal-4080	196	12	the	the	DET
american_scientific_journal-4080	196	13	recognized	recognize	VERB
american_scientific_journal-4080	196	14	person	person	NOUN
american_scientific_journal-4080	196	15	will	will	AUX
american_scientific_journal-4080	196	16	be	be	AUX
american_scientific_journal-4080	196	17	displayed	display	VERB
american_scientific_journal-4080	196	18	as	as	SCONJ
american_scientific_journal-4080	196	19	shown	show	VERB
american_scientific_journal-4080	196	20	in	in	ADP
american_scientific_journal-4080	196	21	figure	figure	NOUN
american_scientific_journal-4080	196	22	11	11	NUM
american_scientific_journal-4080	196	23	.	.	PUNCT
american_scientific_journal-4080	197	1	on	on	ADP
american_scientific_journal-4080	197	2	the	the	DET
american_scientific_journal-4080	197	3	other	other	ADJ
american_scientific_journal-4080	197	4	hand	hand	NOUN
american_scientific_journal-4080	197	5	if	if	SCONJ
american_scientific_journal-4080	197	6	face	face	NOUN
american_scientific_journal-4080	197	7	does	do	AUX
american_scientific_journal-4080	197	8	not	not	PART
american_scientific_journal-4080	197	9	match	match	VERB
american_scientific_journal-4080	197	10	the	the	DET
american_scientific_journal-4080	197	11	claimed	claim	VERB
american_scientific_journal-4080	197	12	identity	identity	NOUN
american_scientific_journal-4080	197	13	,	,	PUNCT
american_scientific_journal-4080	197	14	a	a	DET
american_scientific_journal-4080	197	15	notification	notification	NOUN
american_scientific_journal-4080	197	16	dialog	dialog	NOUN
american_scientific_journal-4080	197	17	box	box	PROPN
american_scientific_journal-4080	197	18	is	be	AUX
american_scientific_journal-4080	197	19	displayed	display	VERB
american_scientific_journal-4080	197	20	indicating	indicate	VERB
american_scientific_journal-4080	197	21	face	face	NOUN
american_scientific_journal-4080	197	22	mismatch	mismatch	NOUN
american_scientific_journal-4080	197	23	as	as	SCONJ
american_scientific_journal-4080	197	24	shown	show	VERB
american_scientific_journal-4080	197	25	in	in	ADP
american_scientific_journal-4080	197	26	figure	figure	NOUN
american_scientific_journal-4080	197	27	12	12	NUM
american_scientific_journal-4080	197	28	.	.	PUNCT
american_scientific_journal-4080	198	1	american	american	ADJ
american_scientific_journal-4080	198	2	scientific	scientific	ADJ
american_scientific_journal-4080	198	3	research	research	PROPN
american_scientific_journal-4080	198	4	journal	journal	NOUN
american_scientific_journal-4080	198	5	for	for	ADP
american_scientific_journal-4080	198	6	engineering	engineering	NOUN
american_scientific_journal-4080	198	7	,	,	PUNCT
american_scientific_journal-4080	198	8	technology	technology	NOUN
american_scientific_journal-4080	198	9	,	,	PUNCT
american_scientific_journal-4080	198	10	and	and	CCONJ
american_scientific_journal-4080	198	11	sciences	science	NOUN
american_scientific_journal-4080	198	12	(	(	PUNCT
american_scientific_journal-4080	198	13	asrjets	asrjet	NOUN
american_scientific_journal-4080	198	14	)	)	PUNCT
american_scientific_journal-4080	198	15	(	(	PUNCT
american_scientific_journal-4080	198	16	2018	2018	NUM
american_scientific_journal-4080	198	17	)	)	PUNCT
american_scientific_journal-4080	198	18	volume	volume	NOUN
american_scientific_journal-4080	198	19	43	43	NUM
american_scientific_journal-4080	198	20	,	,	PUNCT
american_scientific_journal-4080	198	21	no	no	DET
american_scientific_journal-4080	198	22	1	1	NUM
american_scientific_journal-4080	198	23	,	,	PUNCT
american_scientific_journal-4080	198	24	pp	pp	ADV
american_scientific_journal-4080	198	25	44	44	NUM
american_scientific_journal-4080	198	26	-	-	SYM
american_scientific_journal-4080	198	27	60	60	NUM
american_scientific_journal-4080	198	28	56	56	NUM
american_scientific_journal-4080	198	29	figure	figure	NOUN
american_scientific_journal-4080	198	30	9	9	NUM
american_scientific_journal-4080	198	31	:	:	PUNCT
american_scientific_journal-4080	198	32	output	output	NOUN
american_scientific_journal-4080	198	33	interface	interface	NOUN
american_scientific_journal-4080	198	34	1	1	NUM
american_scientific_journal-4080	198	35	figure	figure	NOUN
american_scientific_journal-4080	198	36	10	10	NUM
american_scientific_journal-4080	198	37	:	:	PUNCT
american_scientific_journal-4080	198	38	output	output	NOUN
american_scientific_journal-4080	198	39	interface	interface	NOUN
american_scientific_journal-4080	198	40	2	2	NUM
american_scientific_journal-4080	198	41	figure	figure	NOUN
american_scientific_journal-4080	198	42	11	11	NUM
american_scientific_journal-4080	198	43	:	:	PUNCT
american_scientific_journal-4080	198	44	output	output	NOUN
american_scientific_journal-4080	198	45	interface	interface	NOUN
american_scientific_journal-4080	198	46	3	3	NUM
american_scientific_journal-4080	198	47	american	american	ADJ
american_scientific_journal-4080	198	48	scientific	scientific	ADJ
american_scientific_journal-4080	198	49	research	research	NOUN
american_scientific_journal-4080	198	50	journal	journal	NOUN
american_scientific_journal-4080	198	51	for	for	ADP
american_scientific_journal-4080	198	52	engineering	engineering	NOUN
american_scientific_journal-4080	198	53	,	,	PUNCT
american_scientific_journal-4080	198	54	technology	technology	NOUN
american_scientific_journal-4080	198	55	,	,	PUNCT
american_scientific_journal-4080	198	56	and	and	CCONJ
american_scientific_journal-4080	198	57	sciences	science	NOUN
american_scientific_journal-4080	198	58	(	(	PUNCT
american_scientific_journal-4080	198	59	asrjets	asrjet	NOUN
american_scientific_journal-4080	198	60	)	)	PUNCT
american_scientific_journal-4080	198	61	(	(	PUNCT
american_scientific_journal-4080	198	62	2018	2018	NUM
american_scientific_journal-4080	198	63	)	)	PUNCT
american_scientific_journal-4080	198	64	volume	volume	NOUN
american_scientific_journal-4080	198	65	43	43	NUM
american_scientific_journal-4080	198	66	,	,	PUNCT
american_scientific_journal-4080	198	67	no	no	DET
american_scientific_journal-4080	198	68	1	1	NUM
american_scientific_journal-4080	198	69	,	,	PUNCT
american_scientific_journal-4080	198	70	pp	pp	ADV
american_scientific_journal-4080	198	71	44	44	NUM
american_scientific_journal-4080	198	72	-	-	SYM
american_scientific_journal-4080	198	73	60	60	NUM
american_scientific_journal-4080	198	74	57	57	NUM
american_scientific_journal-4080	198	75	figure	figure	NOUN
american_scientific_journal-4080	198	76	12	12	NUM
american_scientific_journal-4080	198	77	:	:	PUNCT
american_scientific_journal-4080	198	78	another	another	DET
american_scientific_journal-4080	198	79	possible	possible	ADJ
american_scientific_journal-4080	198	80	output	output	NOUN
american_scientific_journal-4080	198	81	interface	interface	NOUN
american_scientific_journal-4080	198	82	5.2	5.2	NUM
american_scientific_journal-4080	198	83	developed	develop	VERB
american_scientific_journal-4080	198	84	system	system	NOUN
american_scientific_journal-4080	198	85	performance	performance	NOUN
american_scientific_journal-4080	198	86	evaluation	evaluation	NOUN
american_scientific_journal-4080	198	87	for	for	ADP
american_scientific_journal-4080	198	88	the	the	DET
american_scientific_journal-4080	198	89	purpose	purpose	NOUN
american_scientific_journal-4080	198	90	of	of	ADP
american_scientific_journal-4080	198	91	evaluating	evaluate	VERB
american_scientific_journal-4080	198	92	the	the	DET
american_scientific_journal-4080	198	93	performance	performance	NOUN
american_scientific_journal-4080	198	94	of	of	ADP
american_scientific_journal-4080	198	95	the	the	DET
american_scientific_journal-4080	198	96	proposed	propose	VERB
american_scientific_journal-4080	198	97	system	system	NOUN
american_scientific_journal-4080	198	98	,	,	PUNCT
american_scientific_journal-4080	198	99	performance	performance	NOUN
american_scientific_journal-4080	198	100	metrics	metric	NOUN
american_scientific_journal-4080	198	101	peculiar	peculiar	ADJ
american_scientific_journal-4080	198	102	to	to	ADP
american_scientific_journal-4080	198	103	authentication	authentication	NOUN
american_scientific_journal-4080	198	104	systems	system	NOUN
american_scientific_journal-4080	198	105	would	would	AUX
american_scientific_journal-4080	198	106	be	be	AUX
american_scientific_journal-4080	198	107	employed	employ	VERB
american_scientific_journal-4080	198	108	.	.	PUNCT
american_scientific_journal-4080	199	1	these	these	DET
american_scientific_journal-4080	199	2	metrics	metric	NOUN
american_scientific_journal-4080	199	3	are	be	AUX
american_scientific_journal-4080	199	4	described	describe	VERB
american_scientific_journal-4080	199	5	briefly	briefly	ADV
american_scientific_journal-4080	199	6	as	as	SCONJ
american_scientific_journal-4080	199	7	follows	follow	VERB
american_scientific_journal-4080	199	8	:	:	PUNCT
american_scientific_journal-4080	199	9	i.	i.	NOUN
american_scientific_journal-4080	199	10	false	false	ADJ
american_scientific_journal-4080	199	11	rejection	rejection	NOUN
american_scientific_journal-4080	199	12	rate	rate	NOUN
american_scientific_journal-4080	199	13	(	(	PUNCT
american_scientific_journal-4080	199	14	frr	frr	PROPN
american_scientific_journal-4080	199	15	):	):	PUNCT
american_scientific_journal-4080	199	16	the	the	DET
american_scientific_journal-4080	199	17	proportion	proportion	NOUN
american_scientific_journal-4080	199	18	of	of	ADP
american_scientific_journal-4080	199	19	authentic	authentic	ADJ
american_scientific_journal-4080	199	20	users	user	NOUN
american_scientific_journal-4080	199	21	that	that	PRON
american_scientific_journal-4080	199	22	are	be	AUX
american_scientific_journal-4080	199	23	incorrectly	incorrectly	ADV
american_scientific_journal-4080	199	24	denied	deny	VERB
american_scientific_journal-4080	199	25	.	.	PUNCT
american_scientific_journal-4080	200	1	if	if	SCONJ
american_scientific_journal-4080	200	2	a	a	DET
american_scientific_journal-4080	200	3	verification	verification	NOUN
american_scientific_journal-4080	200	4	transaction	transaction	NOUN
american_scientific_journal-4080	200	5	consists	consist	VERB
american_scientific_journal-4080	200	6	of	of	ADP
american_scientific_journal-4080	200	7	a	a	DET
american_scientific_journal-4080	200	8	single	single	ADJ
american_scientific_journal-4080	200	9	attempt	attempt	NOUN
american_scientific_journal-4080	200	10	,	,	PUNCT
american_scientific_journal-4080	200	11	the	the	DET
american_scientific_journal-4080	200	12	false	false	ADJ
american_scientific_journal-4080	200	13	reject	reject	NOUN
american_scientific_journal-4080	200	14	rate	rate	NOUN
american_scientific_journal-4080	200	15	would	would	AUX
american_scientific_journal-4080	200	16	be	be	AUX
american_scientific_journal-4080	200	17	given	give	VERB
american_scientific_journal-4080	200	18	by	by	ADP
american_scientific_journal-4080	200	19	:	:	PUNCT
american_scientific_journal-4080	200	20	𝐹𝐹𝐹𝐹𝐹𝐹(𝑡𝑡	𝐹𝐹𝐹𝐹𝐹𝐹(𝑡𝑡	PROPN
american_scientific_journal-4080	200	21	)	)	PUNCT
american_scientific_journal-4080	200	22	=	=	SYM
american_scientific_journal-4080	201	1	𝐹𝐹𝐹𝐹𝐴𝐴	𝐹𝐹𝐹𝐹𝐴𝐴	PROPN
american_scientific_journal-4080	201	2	+	+	NUM
american_scientific_journal-4080	201	3	𝐹𝐹𝐹𝐹𝑀𝑀𝐹𝐹(𝑡𝑡	𝐹𝐹𝐹𝐹𝑀𝑀𝐹𝐹(𝑡𝑡	PROPN
american_scientific_journal-4080	201	4	)	)	PUNCT
american_scientific_journal-4080	201	5	×	×	NOUN
american_scientific_journal-4080	201	6	(	(	PUNCT
american_scientific_journal-4080	201	7	1	1	NUM
american_scientific_journal-4080	201	8	−	−	NOUN
american_scientific_journal-4080	201	9	𝐹𝐹𝐹𝐹𝐴𝐴	𝐹𝐹𝐹𝐹𝐴𝐴	NUM
american_scientific_journal-4080	201	10	)	)	PUNCT
american_scientific_journal-4080	201	11	(	(	PUNCT
american_scientific_journal-4080	201	12	5	5	NUM
american_scientific_journal-4080	201	13	)	)	PUNCT
american_scientific_journal-4080	201	14	where	where	SCONJ
american_scientific_journal-4080	201	15	,	,	PUNCT
american_scientific_journal-4080	201	16	fta	fta	PROPN
american_scientific_journal-4080	201	17	is	be	AUX
american_scientific_journal-4080	201	18	failure	failure	NOUN
american_scientific_journal-4080	201	19	to	to	PART
american_scientific_journal-4080	201	20	acquire	acquire	VERB
american_scientific_journal-4080	201	21	rate	rate	NOUN
american_scientific_journal-4080	201	22	and	and	CCONJ
american_scientific_journal-4080	201	23	fnmr	fnmr	NOUN
american_scientific_journal-4080	201	24	is	be	AUX
american_scientific_journal-4080	201	25	false	false	ADJ
american_scientific_journal-4080	201	26	-	-	PUNCT
american_scientific_journal-4080	201	27	non	non	ADJ
american_scientific_journal-4080	201	28	-	-	ADJ
american_scientific_journal-4080	201	29	match	match	ADJ
american_scientific_journal-4080	201	30	rate	rate	NOUN
american_scientific_journal-4080	201	31	in	in	ADP
american_scientific_journal-4080	201	32	order	order	NOUN
american_scientific_journal-4080	201	33	to	to	PART
american_scientific_journal-4080	201	34	estimate	estimate	VERB
american_scientific_journal-4080	201	35	false	false	ADJ
american_scientific_journal-4080	201	36	rejection	rejection	NOUN
american_scientific_journal-4080	201	37	rate	rate	NOUN
american_scientific_journal-4080	201	38	,	,	PUNCT
american_scientific_journal-4080	201	39	the	the	DET
american_scientific_journal-4080	201	40	test	test	NOUN
american_scientific_journal-4080	201	41	was	be	AUX
american_scientific_journal-4080	201	42	conducted	conduct	VERB
american_scientific_journal-4080	201	43	at	at	ADP
american_scientific_journal-4080	201	44	different	different	ADJ
american_scientific_journal-4080	201	45	threshold	threshold	NOUN
american_scientific_journal-4080	201	46	values	value	NOUN
american_scientific_journal-4080	201	47	.	.	PUNCT
american_scientific_journal-4080	202	1	figure	figure	VERB
american_scientific_journal-4080	202	2	13depicts	13depict	NOUN
american_scientific_journal-4080	202	3	the	the	DET
american_scientific_journal-4080	202	4	graphs	graph	NOUN
american_scientific_journal-4080	202	5	of	of	ADP
american_scientific_journal-4080	202	6	false	false	ADJ
american_scientific_journal-4080	202	7	rejection	rejection	NOUN
american_scientific_journal-4080	202	8	rate	rate	NOUN
american_scientific_journal-4080	202	9	at	at	ADP
american_scientific_journal-4080	202	10	various	various	ADJ
american_scientific_journal-4080	202	11	threshold	threshold	NOUN
american_scientific_journal-4080	202	12	values	value	NOUN
american_scientific_journal-4080	202	13	.	.	PUNCT
american_scientific_journal-4080	203	1	the	the	DET
american_scientific_journal-4080	203	2	graphs	graph	NOUN
american_scientific_journal-4080	203	3	show	show	VERB
american_scientific_journal-4080	203	4	that	that	SCONJ
american_scientific_journal-4080	203	5	the	the	DET
american_scientific_journal-4080	203	6	authentication	authentication	NOUN
american_scientific_journal-4080	203	7	system	system	NOUN
american_scientific_journal-4080	203	8	false	false	ADJ
american_scientific_journal-4080	203	9	rejection	rejection	NOUN
american_scientific_journal-4080	203	10	error	error	NOUN
american_scientific_journal-4080	203	11	rate	rate	NOUN
american_scientific_journal-4080	203	12	reduces	reduce	VERB
american_scientific_journal-4080	203	13	as	as	SCONJ
american_scientific_journal-4080	203	14	the	the	DET
american_scientific_journal-4080	203	15	threshold	threshold	NOUN
american_scientific_journal-4080	203	16	is	be	AUX
american_scientific_journal-4080	203	17	reduced	reduce	VERB
american_scientific_journal-4080	203	18	.	.	PUNCT
american_scientific_journal-4080	204	1	figure	figure	VERB
american_scientific_journal-4080	204	2	13	13	NUM
american_scientific_journal-4080	204	3	:	:	PUNCT
american_scientific_journal-4080	204	4	false	false	ADJ
american_scientific_journal-4080	204	5	reject	reject	NOUN
american_scientific_journal-4080	204	6	error	error	NOUN
american_scientific_journal-4080	204	7	100	100	NUM
american_scientific_journal-4080	204	8	150	150	NUM
american_scientific_journal-4080	204	9	200	200	NUM
american_scientific_journal-4080	204	10	250	250	NUM
american_scientific_journal-4080	204	11	300	300	NUM
american_scientific_journal-4080	204	12	350	350	NUM
american_scientific_journal-4080	204	13	400	400	NUM
american_scientific_journal-4080	204	14	450	450	NUM
american_scientific_journal-4080	204	15	500	500	NUM
american_scientific_journal-4080	204	16	0	0	NUM
american_scientific_journal-4080	204	17	5	5	NUM
american_scientific_journal-4080	204	18	10	10	NUM
american_scientific_journal-4080	204	19	15	15	NUM
american_scientific_journal-4080	204	20	20	20	NUM
american_scientific_journal-4080	204	21	threshold	threshold	NOUN
american_scientific_journal-4080	204	22	value	value	NOUN
american_scientific_journal-4080	204	23	f	f	PROPN
american_scientific_journal-4080	204	24	al	al	PROPN
american_scientific_journal-4080	204	25	se	se	PROPN
american_scientific_journal-4080	205	1	r	r	PROPN
american_scientific_journal-4080	205	2	ej	ej	PROPN
american_scientific_journal-4080	205	3	ec	ec	PROPN
american_scientific_journal-4080	205	4	t	t	PROPN
american_scientific_journal-4080	205	5	e	e	X
american_scientific_journal-4080	205	6	rr	rr	NOUN
american_scientific_journal-4080	205	7	or	or	CCONJ
american_scientific_journal-4080	205	8	r	r	VERB
american_scientific_journal-4080	205	9	at	at	ADP
american_scientific_journal-4080	205	10	e	e	NOUN
american_scientific_journal-4080	205	11	(	(	PUNCT
american_scientific_journal-4080	205	12	%	%	NOUN
american_scientific_journal-4080	205	13	)	)	PUNCT
american_scientific_journal-4080	205	14	american	american	ADJ
american_scientific_journal-4080	205	15	scientific	scientific	ADJ
american_scientific_journal-4080	205	16	research	research	NOUN
american_scientific_journal-4080	205	17	journal	journal	NOUN
american_scientific_journal-4080	205	18	for	for	ADP
american_scientific_journal-4080	205	19	engineering	engineering	NOUN
american_scientific_journal-4080	205	20	,	,	PUNCT
american_scientific_journal-4080	205	21	technology	technology	NOUN
american_scientific_journal-4080	205	22	,	,	PUNCT
american_scientific_journal-4080	205	23	and	and	CCONJ
american_scientific_journal-4080	205	24	sciences	science	NOUN
american_scientific_journal-4080	205	25	(	(	PUNCT
american_scientific_journal-4080	205	26	asrjets	asrjet	NOUN
american_scientific_journal-4080	205	27	)	)	PUNCT
american_scientific_journal-4080	205	28	(	(	PUNCT
american_scientific_journal-4080	205	29	2018	2018	NUM
american_scientific_journal-4080	205	30	)	)	PUNCT
american_scientific_journal-4080	205	31	volume	volume	NOUN
american_scientific_journal-4080	205	32	43	43	NUM
american_scientific_journal-4080	205	33	,	,	PUNCT
american_scientific_journal-4080	205	34	no	no	DET
american_scientific_journal-4080	205	35	1	1	NUM
american_scientific_journal-4080	205	36	,	,	PUNCT
american_scientific_journal-4080	205	37	pp	pp	ADV
american_scientific_journal-4080	205	38	44	44	NUM
american_scientific_journal-4080	205	39	-	-	SYM
american_scientific_journal-4080	205	40	60	60	NUM
american_scientific_journal-4080	205	41	58	58	NUM
american_scientific_journal-4080	205	42	ii	ii	NOUN
american_scientific_journal-4080	205	43	.	.	PUNCT
american_scientific_journal-4080	206	1	false	false	ADJ
american_scientific_journal-4080	206	2	acceptation	acceptation	NOUN
american_scientific_journal-4080	206	3	rate	rate	NOUN
american_scientific_journal-4080	206	4	(	(	PUNCT
american_scientific_journal-4080	206	5	far	far	ADV
american_scientific_journal-4080	206	6	):	):	PUNCT
american_scientific_journal-4080	206	7	the	the	DET
american_scientific_journal-4080	206	8	proportion	proportion	NOUN
american_scientific_journal-4080	206	9	of	of	ADP
american_scientific_journal-4080	206	10	impostors	impostor	NOUN
american_scientific_journal-4080	206	11	that	that	PRON
american_scientific_journal-4080	206	12	are	be	AUX
american_scientific_journal-4080	206	13	accepted	accept	VERB
american_scientific_journal-4080	206	14	by	by	ADP
american_scientific_journal-4080	206	15	the	the	DET
american_scientific_journal-4080	206	16	biometric	biometric	ADJ
american_scientific_journal-4080	206	17	system	system	NOUN
american_scientific_journal-4080	206	18	.	.	PUNCT
american_scientific_journal-4080	207	1	if	if	SCONJ
american_scientific_journal-4080	207	2	a	a	DET
american_scientific_journal-4080	207	3	verification	verification	NOUN
american_scientific_journal-4080	207	4	transaction	transaction	NOUN
american_scientific_journal-4080	207	5	consists	consist	VERB
american_scientific_journal-4080	207	6	of	of	ADP
american_scientific_journal-4080	207	7	a	a	DET
american_scientific_journal-4080	207	8	single	single	ADJ
american_scientific_journal-4080	207	9	attempt	attempt	NOUN
american_scientific_journal-4080	207	10	,	,	PUNCT
american_scientific_journal-4080	207	11	the	the	DET
american_scientific_journal-4080	207	12	false	false	ADJ
american_scientific_journal-4080	207	13	accept	accept	NOUN
american_scientific_journal-4080	207	14	rate	rate	NOUN
american_scientific_journal-4080	207	15	would	would	AUX
american_scientific_journal-4080	207	16	be	be	AUX
american_scientific_journal-4080	207	17	given	give	VERB
american_scientific_journal-4080	207	18	by	by	ADP
american_scientific_journal-4080	207	19	:	:	PUNCT
american_scientific_journal-4080	207	20	𝐹𝐹𝐴𝐴𝐹𝐹(𝑡𝑡	𝐹𝐹𝐴𝐴𝐹𝐹(𝑡𝑡	PROPN
american_scientific_journal-4080	207	21	)	)	PUNCT
american_scientific_journal-4080	208	1	=	=	SYM
american_scientific_journal-4080	208	2	𝐹𝐹𝑀𝑀𝐹𝐹(𝑡𝑡	𝐹𝐹𝑀𝑀𝐹𝐹(𝑡𝑡	PROPN
american_scientific_journal-4080	208	3	)	)	PUNCT
american_scientific_journal-4080	208	4	×	×	NOUN
american_scientific_journal-4080	208	5	(	(	PUNCT
american_scientific_journal-4080	208	6	1	1	NUM
american_scientific_journal-4080	208	7	−	−	NOUN
american_scientific_journal-4080	208	8	𝐹𝐹𝐹𝐹𝐴𝐴	𝐹𝐹𝐹𝐹𝐴𝐴	NUM
american_scientific_journal-4080	208	9	)	)	PUNCT
american_scientific_journal-4080	208	10	(	(	PUNCT
american_scientific_journal-4080	208	11	6	6	NUM
american_scientific_journal-4080	208	12	)	)	PUNCT
american_scientific_journal-4080	208	13	where	where	SCONJ
american_scientific_journal-4080	208	14	,	,	PUNCT
american_scientific_journal-4080	208	15	fmr	fmr	PROPN
american_scientific_journal-4080	208	16	is	be	AUX
american_scientific_journal-4080	208	17	false	false	ADJ
american_scientific_journal-4080	208	18	match	match	NOUN
american_scientific_journal-4080	208	19	rate	rate	NOUN
american_scientific_journal-4080	208	20	the	the	DET
american_scientific_journal-4080	208	21	results	result	NOUN
american_scientific_journal-4080	208	22	of	of	ADP
american_scientific_journal-4080	208	23	the	the	DET
american_scientific_journal-4080	208	24	test	test	NOUN
american_scientific_journal-4080	208	25	is	be	AUX
american_scientific_journal-4080	208	26	shown	show	VERB
american_scientific_journal-4080	208	27	in	in	ADP
american_scientific_journal-4080	208	28	figure	figure	NOUN
american_scientific_journal-4080	208	29	14	14	NUM
american_scientific_journal-4080	208	30	,	,	PUNCT
american_scientific_journal-4080	208	31	the	the	DET
american_scientific_journal-4080	208	32	system	system	NOUN
american_scientific_journal-4080	208	33	false	false	ADJ
american_scientific_journal-4080	208	34	acceptance	acceptance	NOUN
american_scientific_journal-4080	208	35	error	error	NOUN
american_scientific_journal-4080	208	36	rate	rate	NOUN
american_scientific_journal-4080	208	37	is	be	AUX
american_scientific_journal-4080	208	38	2	2	NUM
american_scientific_journal-4080	208	39	%	%	NOUN
american_scientific_journal-4080	208	40	at	at	ADP
american_scientific_journal-4080	208	41	100	100	NUM
american_scientific_journal-4080	208	42	threshold	threshold	NOUN
american_scientific_journal-4080	208	43	value	value	NOUN
american_scientific_journal-4080	208	44	and	and	CCONJ
american_scientific_journal-4080	208	45	0	0	NUM
american_scientific_journal-4080	208	46	%	%	NOUN
american_scientific_journal-4080	208	47	at	at	ADP
american_scientific_journal-4080	208	48	500	500	NUM
american_scientific_journal-4080	208	49	threshold	threshold	NOUN
american_scientific_journal-4080	208	50	value	value	NOUN
american_scientific_journal-4080	208	51	.	.	PUNCT
american_scientific_journal-4080	209	1	figure	figure	NOUN
american_scientific_journal-4080	209	2	14	14	NUM
american_scientific_journal-4080	209	3	:	:	PUNCT
american_scientific_journal-4080	209	4	false	false	ADJ
american_scientific_journal-4080	209	5	accept	accept	VERB
american_scientific_journal-4080	209	6	error	error	NOUN
american_scientific_journal-4080	209	7	6	6	NUM
american_scientific_journal-4080	209	8	.	.	PUNCT
american_scientific_journal-4080	209	9	conclusion	conclusion	NOUN
american_scientific_journal-4080	209	10	over	over	ADP
american_scientific_journal-4080	209	11	the	the	DET
american_scientific_journal-4080	209	12	years	year	NOUN
american_scientific_journal-4080	209	13	results	result	NOUN
american_scientific_journal-4080	209	14	from	from	ADP
american_scientific_journal-4080	209	15	facial	facial	ADJ
american_scientific_journal-4080	209	16	recognition	recognition	NOUN
american_scientific_journal-4080	209	17	systems	system	NOUN
american_scientific_journal-4080	209	18	,	,	PUNCT
american_scientific_journal-4080	209	19	have	have	AUX
american_scientific_journal-4080	209	20	been	be	AUX
american_scientific_journal-4080	209	21	unsatisfactory	unsatisfactory	ADJ
american_scientific_journal-4080	209	22	especially	especially	ADV
american_scientific_journal-4080	209	23	when	when	SCONJ
american_scientific_journal-4080	209	24	confronted	confront	VERB
american_scientific_journal-4080	209	25	with	with	ADP
american_scientific_journal-4080	209	26	unconstrained	unconstrained	ADJ
american_scientific_journal-4080	209	27	scenarios	scenario	NOUN
american_scientific_journal-4080	209	28	such	such	ADJ
american_scientific_journal-4080	209	29	as	as	ADP
american_scientific_journal-4080	209	30	varying	vary	VERB
american_scientific_journal-4080	209	31	illumination	illumination	NOUN
american_scientific_journal-4080	209	32	,	,	PUNCT
american_scientific_journal-4080	209	33	varying	vary	VERB
american_scientific_journal-4080	209	34	poses	pose	NOUN
american_scientific_journal-4080	209	35	,	,	PUNCT
american_scientific_journal-4080	209	36	expression	expression	NOUN
american_scientific_journal-4080	209	37	,	,	PUNCT
american_scientific_journal-4080	209	38	and	and	CCONJ
american_scientific_journal-4080	209	39	aging	aging	NOUN
american_scientific_journal-4080	209	40	.	.	PUNCT
american_scientific_journal-4080	210	1	in	in	ADP
american_scientific_journal-4080	210	2	this	this	DET
american_scientific_journal-4080	210	3	research	research	NOUN
american_scientific_journal-4080	210	4	,	,	PUNCT
american_scientific_journal-4080	210	5	an	an	DET
american_scientific_journal-4080	210	6	authentication	authentication	NOUN
american_scientific_journal-4080	210	7	system	system	NOUN
american_scientific_journal-4080	210	8	was	be	AUX
american_scientific_journal-4080	210	9	developed	develop	VERB
american_scientific_journal-4080	210	10	using	use	VERB
american_scientific_journal-4080	210	11	hausdorff	hausdorff	NOUN
american_scientific_journal-4080	210	12	algorithm	algorithm	NOUN
american_scientific_journal-4080	210	13	which	which	PRON
american_scientific_journal-4080	210	14	combated	combat	VERB
american_scientific_journal-4080	210	15	the	the	DET
american_scientific_journal-4080	210	16	highlighted	highlight	VERB
american_scientific_journal-4080	210	17	problems	problem	NOUN
american_scientific_journal-4080	210	18	.	.	PUNCT
american_scientific_journal-4080	211	1	the	the	DET
american_scientific_journal-4080	211	2	developed	develop	VERB
american_scientific_journal-4080	211	3	system	system	NOUN
american_scientific_journal-4080	211	4	was	be	AUX
american_scientific_journal-4080	211	5	designed	design	VERB
american_scientific_journal-4080	211	6	to	to	PART
american_scientific_journal-4080	211	7	operate	operate	VERB
american_scientific_journal-4080	211	8	at	at	ADP
american_scientific_journal-4080	211	9	three	three	NUM
american_scientific_journal-4080	211	10	configuration	configuration	NOUN
american_scientific_journal-4080	211	11	;	;	PUNCT
american_scientific_journal-4080	211	12	one-	one-	NUM
american_scientific_journal-4080	211	13	,	,	PUNCT
american_scientific_journal-4080	211	14	two-	two-	X
american_scientific_journal-4080	211	15	,	,	PUNCT
american_scientific_journal-4080	211	16	three	three	NUM
american_scientific_journal-4080	211	17	-	-	PUNCT
american_scientific_journal-4080	211	18	try	try	VERB
american_scientific_journal-4080	211	19	configuration	configuration	NOUN
american_scientific_journal-4080	211	20	.	.	PUNCT
american_scientific_journal-4080	212	1	false	false	ADJ
american_scientific_journal-4080	212	2	reject	reject	NOUN
american_scientific_journal-4080	212	3	rate	rate	NOUN
american_scientific_journal-4080	212	4	(	(	PUNCT
american_scientific_journal-4080	212	5	frr	frr	PROPN
american_scientific_journal-4080	212	6	)	)	PUNCT
american_scientific_journal-4080	212	7	,	,	PUNCT
american_scientific_journal-4080	212	8	false	false	ADJ
american_scientific_journal-4080	212	9	accept	accept	NOUN
american_scientific_journal-4080	212	10	rate	rate	NOUN
american_scientific_journal-4080	212	11	(	(	PUNCT
american_scientific_journal-4080	212	12	far	far	ADV
american_scientific_journal-4080	212	13	)	)	PUNCT
american_scientific_journal-4080	212	14	,	,	PUNCT
american_scientific_journal-4080	212	15	and	and	CCONJ
american_scientific_journal-4080	212	16	receiver	receiver	NOUN
american_scientific_journal-4080	212	17	operating	operate	VERB
american_scientific_journal-4080	212	18	characteristic	characteristic	ADJ
american_scientific_journal-4080	212	19	curve	curve	NOUN
american_scientific_journal-4080	212	20	(	(	PUNCT
american_scientific_journal-4080	212	21	roc	roc	NOUN
american_scientific_journal-4080	212	22	graph	graph	NOUN
american_scientific_journal-4080	212	23	)	)	PUNCT
american_scientific_journal-4080	212	24	were	be	AUX
american_scientific_journal-4080	212	25	used	use	VERB
american_scientific_journal-4080	212	26	as	as	ADP
american_scientific_journal-4080	212	27	performance	performance	NOUN
american_scientific_journal-4080	212	28	metrics	metric	NOUN
american_scientific_journal-4080	212	29	.	.	PUNCT
american_scientific_journal-4080	213	1	frr	frr	NOUN
american_scientific_journal-4080	213	2	error	error	NOUN
american_scientific_journal-4080	213	3	is	be	AUX
american_scientific_journal-4080	213	4	20	20	NUM
american_scientific_journal-4080	213	5	%	%	NOUN
american_scientific_journal-4080	213	6	,	,	PUNCT
american_scientific_journal-4080	213	7	7	7	NUM
american_scientific_journal-4080	213	8	%	%	NOUN
american_scientific_journal-4080	213	9	,	,	PUNCT
american_scientific_journal-4080	213	10	and	and	CCONJ
american_scientific_journal-4080	213	11	2	2	NUM
american_scientific_journal-4080	213	12	%	%	NOUN
american_scientific_journal-4080	213	13	at	at	ADP
american_scientific_journal-4080	213	14	500	500	NUM
american_scientific_journal-4080	213	15	threshold	threshold	NOUN
american_scientific_journal-4080	213	16	value	value	NOUN
american_scientific_journal-4080	213	17	for	for	ADP
american_scientific_journal-4080	213	18	onetry	onetry	NOUN
american_scientific_journal-4080	213	19	,	,	PUNCT
american_scientific_journal-4080	213	20	two	two	NUM
american_scientific_journal-4080	213	21	-	-	PUNCT
american_scientific_journal-4080	213	22	try	try	VERB
american_scientific_journal-4080	213	23	and	and	CCONJ
american_scientific_journal-4080	213	24	three	three	NUM
american_scientific_journal-4080	213	25	-	-	PUNCT
american_scientific_journal-4080	213	26	try	try	VERB
american_scientific_journal-4080	213	27	configuration	configuration	NOUN
american_scientific_journal-4080	213	28	respectively	respectively	ADV
american_scientific_journal-4080	213	29	.	.	PUNCT
american_scientific_journal-4080	214	1	the	the	DET
american_scientific_journal-4080	214	2	system	system	NOUN
american_scientific_journal-4080	214	3	also	also	ADV
american_scientific_journal-4080	214	4	presents	present	VERB
american_scientific_journal-4080	214	5	far	far	ADJ
american_scientific_journal-4080	214	6	error	error	NOUN
american_scientific_journal-4080	214	7	of	of	ADP
american_scientific_journal-4080	214	8	0	0	NUM
american_scientific_journal-4080	214	9	%	%	NOUN
american_scientific_journal-4080	214	10	at	at	ADP
american_scientific_journal-4080	214	11	500	500	NUM
american_scientific_journal-4080	214	12	threshold	threshold	NOUN
american_scientific_journal-4080	214	13	value	value	NOUN
american_scientific_journal-4080	214	14	for	for	ADP
american_scientific_journal-4080	214	15	all	all	DET
american_scientific_journal-4080	214	16	configurations	configuration	NOUN
american_scientific_journal-4080	214	17	.	.	PUNCT
american_scientific_journal-4080	215	1	there	there	PRON
american_scientific_journal-4080	215	2	is	be	VERB
american_scientific_journal-4080	215	3	always	always	ADV
american_scientific_journal-4080	215	4	a	a	DET
american_scientific_journal-4080	215	5	trade	trade	NOUN
american_scientific_journal-4080	215	6	-	-	PUNCT
american_scientific_journal-4080	215	7	off	off	NOUN
american_scientific_journal-4080	215	8	between	between	ADP
american_scientific_journal-4080	215	9	the	the	DET
american_scientific_journal-4080	215	10	false	false	ADJ
american_scientific_journal-4080	215	11	accept	accept	NOUN
american_scientific_journal-4080	215	12	rate	rate	NOUN
american_scientific_journal-4080	215	13	(	(	PUNCT
american_scientific_journal-4080	215	14	the	the	DET
american_scientific_journal-4080	215	15	fraud	fraud	NOUN
american_scientific_journal-4080	215	16	rate	rate	NOUN
american_scientific_journal-4080	215	17	)	)	PUNCT
american_scientific_journal-4080	215	18	and	and	CCONJ
american_scientific_journal-4080	215	19	the	the	DET
american_scientific_journal-4080	215	20	false	false	ADJ
american_scientific_journal-4080	215	21	reject	reject	NOUN
american_scientific_journal-4080	215	22	rate	rate	NOUN
american_scientific_journal-4080	215	23	(	(	PUNCT
american_scientific_journal-4080	215	24	the	the	DET
american_scientific_journal-4080	215	25	insult	insult	NOUN
american_scientific_journal-4080	215	26	rate	rate	NOUN
american_scientific_journal-4080	215	27	)	)	PUNCT
american_scientific_journal-4080	215	28	.	.	PUNCT
american_scientific_journal-4080	216	1	as	as	SCONJ
american_scientific_journal-4080	216	2	the	the	DET
american_scientific_journal-4080	216	3	threshold	threshold	NOUN
american_scientific_journal-4080	216	4	values	value	NOUN
american_scientific_journal-4080	216	5	increases	increase	VERB
american_scientific_journal-4080	216	6	false	false	ADJ
american_scientific_journal-4080	216	7	accept	accept	NOUN
american_scientific_journal-4080	216	8	rate	rate	NOUN
american_scientific_journal-4080	216	9	reduces	reduce	NOUN
american_scientific_journal-4080	216	10	while	while	SCONJ
american_scientific_journal-4080	216	11	false	false	ADJ
american_scientific_journal-4080	216	12	reject	reject	NOUN
american_scientific_journal-4080	216	13	rate	rate	NOUN
american_scientific_journal-4080	216	14	increase	increase	NOUN
american_scientific_journal-4080	216	15	for	for	ADP
american_scientific_journal-4080	216	16	all	all	DET
american_scientific_journal-4080	216	17	configurations	configuration	NOUN
american_scientific_journal-4080	216	18	.	.	PUNCT
american_scientific_journal-4080	217	1	7	7	X
american_scientific_journal-4080	217	2	.	.	X
american_scientific_journal-4080	217	3	recommendation	recommendation	VERB
american_scientific_journal-4080	217	4	the	the	DET
american_scientific_journal-4080	217	5	performance	performance	NOUN
american_scientific_journal-4080	217	6	of	of	ADP
american_scientific_journal-4080	217	7	the	the	DET
american_scientific_journal-4080	217	8	biometric	biometric	ADJ
american_scientific_journal-4080	217	9	system	system	NOUN
american_scientific_journal-4080	217	10	for	for	ADP
american_scientific_journal-4080	217	11	distributed	distribute	VERB
american_scientific_journal-4080	217	12	applications	application	NOUN
american_scientific_journal-4080	217	13	depends	depend	VERB
american_scientific_journal-4080	217	14	not	not	PART
american_scientific_journal-4080	217	15	only	only	ADV
american_scientific_journal-4080	217	16	on	on	ADP
american_scientific_journal-4080	217	17	algorithm	algorithm	NOUN
american_scientific_journal-4080	217	18	employed	employ	VERB
american_scientific_journal-4080	217	19	but	but	CCONJ
american_scientific_journal-4080	217	20	also	also	ADV
american_scientific_journal-4080	217	21	on	on	ADP
american_scientific_journal-4080	217	22	the	the	DET
american_scientific_journal-4080	217	23	efficiency	efficiency	NOUN
american_scientific_journal-4080	217	24	of	of	ADP
american_scientific_journal-4080	217	25	the	the	DET
american_scientific_journal-4080	217	26	network	network	NOUN
american_scientific_journal-4080	217	27	.	.	PUNCT
american_scientific_journal-4080	218	1	the	the	DET
american_scientific_journal-4080	218	2	developed	develop	VERB
american_scientific_journal-4080	218	3	system	system	NOUN
american_scientific_journal-4080	218	4	was	be	AUX
american_scientific_journal-4080	218	5	design	design	NOUN
american_scientific_journal-4080	218	6	and	and	CCONJ
american_scientific_journal-4080	218	7	deployed	deploy	VERB
american_scientific_journal-4080	218	8	as	as	ADP
american_scientific_journal-4080	218	9	a	a	DET
american_scientific_journal-4080	218	10	client	client	NOUN
american_scientific_journal-4080	218	11	-	-	PUNCT
american_scientific_journal-4080	218	12	server	server	NOUN
american_scientific_journal-4080	218	13	100	100	NUM
american_scientific_journal-4080	218	14	150	150	NUM
american_scientific_journal-4080	218	15	200	200	NUM
american_scientific_journal-4080	218	16	250	250	NUM
american_scientific_journal-4080	218	17	300	300	NUM
american_scientific_journal-4080	218	18	350	350	NUM
american_scientific_journal-4080	218	19	400	400	NUM
american_scientific_journal-4080	218	20	450	450	NUM
american_scientific_journal-4080	218	21	500	500	NUM
american_scientific_journal-4080	218	22	0	0	NUM
american_scientific_journal-4080	218	23	0.2	0.2	NUM
american_scientific_journal-4080	218	24	0.4	0.4	NUM
american_scientific_journal-4080	218	25	0.6	0.6	NUM
american_scientific_journal-4080	218	26	0.8	0.8	NUM
american_scientific_journal-4080	218	27	1	1	NUM
american_scientific_journal-4080	218	28	1.2	1.2	NUM
american_scientific_journal-4080	218	29	1.4	1.4	NUM
american_scientific_journal-4080	218	30	1.6	1.6	NUM
american_scientific_journal-4080	218	31	1.8	1.8	NUM
american_scientific_journal-4080	218	32	2	2	NUM
american_scientific_journal-4080	218	33	threshold	threshold	NOUN
american_scientific_journal-4080	218	34	value	value	NOUN
american_scientific_journal-4080	218	35	f	f	PROPN
american_scientific_journal-4080	218	36	al	al	PROPN
american_scientific_journal-4080	218	37	se	se	PROPN
american_scientific_journal-4080	219	1	a	a	PROPN
american_scientific_journal-4080	219	2	cc	cc	PROPN
american_scientific_journal-4080	219	3	ep	ep	PROPN
american_scientific_journal-4080	219	4	t	t	PROPN
american_scientific_journal-4080	219	5	e	e	X
american_scientific_journal-4080	219	6	rr	rr	NOUN
american_scientific_journal-4080	219	7	or	or	CCONJ
american_scientific_journal-4080	219	8	r	r	VERB
american_scientific_journal-4080	219	9	at	at	ADP
american_scientific_journal-4080	219	10	e	e	NOUN
american_scientific_journal-4080	219	11	(	(	PUNCT
american_scientific_journal-4080	219	12	%	%	NOUN
american_scientific_journal-4080	219	13	)	)	PUNCT
american_scientific_journal-4080	219	14	american	american	ADJ
american_scientific_journal-4080	219	15	scientific	scientific	ADJ
american_scientific_journal-4080	219	16	research	research	NOUN
american_scientific_journal-4080	219	17	journal	journal	NOUN
american_scientific_journal-4080	219	18	for	for	ADP
american_scientific_journal-4080	219	19	engineering	engineering	NOUN
american_scientific_journal-4080	219	20	,	,	PUNCT
american_scientific_journal-4080	219	21	technology	technology	NOUN
american_scientific_journal-4080	219	22	,	,	PUNCT
american_scientific_journal-4080	219	23	and	and	CCONJ
american_scientific_journal-4080	219	24	sciences	science	NOUN
american_scientific_journal-4080	219	25	(	(	PUNCT
american_scientific_journal-4080	219	26	asrjets	asrjet	NOUN
american_scientific_journal-4080	219	27	)	)	PUNCT
american_scientific_journal-4080	219	28	(	(	PUNCT
american_scientific_journal-4080	219	29	2018	2018	NUM
american_scientific_journal-4080	219	30	)	)	PUNCT
american_scientific_journal-4080	219	31	volume	volume	NOUN
american_scientific_journal-4080	219	32	43	43	NUM
american_scientific_journal-4080	219	33	,	,	PUNCT
american_scientific_journal-4080	219	34	no	no	DET
american_scientific_journal-4080	219	35	1	1	NUM
american_scientific_journal-4080	219	36	,	,	PUNCT
american_scientific_journal-4080	219	37	pp	pp	ADV
american_scientific_journal-4080	219	38	44	44	NUM
american_scientific_journal-4080	219	39	-	-	SYM
american_scientific_journal-4080	219	40	60	60	NUM
american_scientific_journal-4080	219	41	59	59	NUM
american_scientific_journal-4080	219	42	application	application	NOUN
american_scientific_journal-4080	219	43	on	on	ADP
american_scientific_journal-4080	219	44	a	a	DET
american_scientific_journal-4080	219	45	desktop	desktop	NOUN
american_scientific_journal-4080	219	46	system	system	NOUN
american_scientific_journal-4080	219	47	.	.	PUNCT
american_scientific_journal-4080	220	1	it	it	PRON
american_scientific_journal-4080	220	2	is	be	AUX
american_scientific_journal-4080	220	3	recommended	recommend	VERB
american_scientific_journal-4080	220	4	that	that	SCONJ
american_scientific_journal-4080	220	5	further	further	ADJ
american_scientific_journal-4080	220	6	works	work	NOUN
american_scientific_journal-4080	220	7	should	should	AUX
american_scientific_journal-4080	220	8	be	be	AUX
american_scientific_journal-4080	220	9	geared	gear	VERB
american_scientific_journal-4080	220	10	towards	towards	ADP
american_scientific_journal-4080	220	11	improving	improve	VERB
american_scientific_journal-4080	220	12	the	the	DET
american_scientific_journal-4080	220	13	performance	performance	NOUN
american_scientific_journal-4080	220	14	of	of	ADP
american_scientific_journal-4080	220	15	biometric	biometric	ADJ
american_scientific_journal-4080	220	16	systems	system	NOUN
american_scientific_journal-4080	220	17	on	on	ADP
american_scientific_journal-4080	220	18	communication	communication	NOUN
american_scientific_journal-4080	220	19	and	and	CCONJ
american_scientific_journal-4080	220	20	business	business	NOUN
american_scientific_journal-4080	220	21	networks	network	NOUN
american_scientific_journal-4080	220	22	.	.	PUNCT
american_scientific_journal-4080	221	1	references	reference	NOUN
american_scientific_journal-4080	221	2	[	[	X
american_scientific_journal-4080	221	3	1	1	X
american_scientific_journal-4080	221	4	]	]	PUNCT
american_scientific_journal-4080	221	5	shweta	shweta	PROPN
american_scientific_journal-4080	221	6	m.	m.	PROPN
american_scientific_journal-4080	221	7	,	,	PUNCT
american_scientific_journal-4080	221	8	and	and	CCONJ
american_scientific_journal-4080	221	9	chander	chander	PROPN
american_scientific_journal-4080	221	10	k.v	k.v	PROPN
american_scientific_journal-4080	221	11	.	.	PUNCT
american_scientific_journal-4080	222	1	a	a	DET
american_scientific_journal-4080	222	2	hybrid	hybrid	ADJ
american_scientific_journal-4080	222	3	approach	approach	NOUN
american_scientific_journal-4080	222	4	for	for	ADP
american_scientific_journal-4080	222	5	securing	secure	VERB
american_scientific_journal-4080	222	6	biometric	biometric	ADJ
american_scientific_journal-4080	222	7	template	template	NOUN
american_scientific_journal-4080	222	8	international	international	ADJ
american_scientific_journal-4080	222	9	journal	journal	NOUN
american_scientific_journal-4080	222	10	of	of	ADP
american_scientific_journal-4080	222	11	engineering	engineering	NOUN
american_scientific_journal-4080	222	12	and	and	CCONJ
american_scientific_journal-4080	222	13	advanced	advanced	ADJ
american_scientific_journal-4080	222	14	technology	technology	NOUN
american_scientific_journal-4080	222	15	(	(	PUNCT
american_scientific_journal-4080	222	16	ijeat	ijeat	NOUN
american_scientific_journal-4080	222	17	)	)	PUNCT
american_scientific_journal-4080	222	18	issn	issn	PROPN
american_scientific_journal-4080	222	19	:	:	PUNCT
american_scientific_journal-4080	222	20	2249	2249	NUM
american_scientific_journal-4080	222	21	–	–	PUNCT
american_scientific_journal-4080	222	22	8958	8958	NUM
american_scientific_journal-4080	222	23	,	,	PUNCT
american_scientific_journal-4080	222	24	2(5	2(5	NUM
american_scientific_journal-4080	222	25	)	)	PUNCT
american_scientific_journal-4080	222	26	2013	2013	NUM
american_scientific_journal-4080	223	1	[	[	X
american_scientific_journal-4080	223	2	2	2	NUM
american_scientific_journal-4080	223	3	]	]	PUNCT
american_scientific_journal-4080	223	4	r.	r.	PROPN
american_scientific_journal-4080	223	5	hietmeyer	hietmeyer	PROPN
american_scientific_journal-4080	223	6	.	.	PUNCT
american_scientific_journal-4080	224	1	biometric	biometric	ADJ
american_scientific_journal-4080	224	2	identification	identification	NOUN
american_scientific_journal-4080	224	3	promises	promise	VERB
american_scientific_journal-4080	224	4	fast	fast	ADJ
american_scientific_journal-4080	224	5	and	and	CCONJ
american_scientific_journal-4080	224	6	secure	secure	ADJ
american_scientific_journal-4080	224	7	processings	processing	NOUN
american_scientific_journal-4080	224	8	of	of	ADP
american_scientific_journal-4080	224	9	airline	airline	NOUN
american_scientific_journal-4080	224	10	passengers	passenger	NOUN
american_scientific_journal-4080	224	11	.	.	PUNCT
american_scientific_journal-4080	225	1	i.c.a.o.j	i.c.a.o.j	NOUN
american_scientific_journal-4080	225	2	.	.	PUNCT
american_scientific_journal-4080	226	1	,	,	PUNCT
american_scientific_journal-4080	226	2	55(9):10	55(9):10	NUM
american_scientific_journal-4080	226	3	-	-	SYM
american_scientific_journal-4080	226	4	11	11	NUM
american_scientific_journal-4080	226	5	,	,	PUNCT
american_scientific_journal-4080	226	6	2000	2000	NUM
american_scientific_journal-4080	226	7	[	[	X
american_scientific_journal-4080	226	8	3	3	X
american_scientific_journal-4080	226	9	]	]	PUNCT
american_scientific_journal-4080	226	10	p.	p.	NOUN
american_scientific_journal-4080	226	11	j.	j.	PROPN
american_scientific_journal-4080	226	12	phillips	phillips	PROPN
american_scientific_journal-4080	226	13	,	,	PUNCT
american_scientific_journal-4080	226	14	r.m	r.m	PROPN
american_scientific_journal-4080	226	15	.	.	PROPN
american_scientific_journal-4080	226	16	mccabe	mccabe	PROPN
american_scientific_journal-4080	226	17	,	,	PUNCT
american_scientific_journal-4080	226	18	and	and	CCONJ
american_scientific_journal-4080	226	19	r.	r.	PROPN
american_scientific_journal-4080	226	20	chellappa	chellappa	PROPN
american_scientific_journal-4080	226	21	.	.	PUNCT
american_scientific_journal-4080	227	1	biometric	biometric	ADJ
american_scientific_journal-4080	227	2	image	image	NOUN
american_scientific_journal-4080	227	3	processing	processing	NOUN
american_scientific_journal-4080	227	4	and	and	CCONJ
american_scientific_journal-4080	227	5	recognition	recognition	NOUN
american_scientific_journal-4080	227	6	.	.	PUNCT
american_scientific_journal-4080	228	1	proc	proc	NOUN
american_scientific_journal-4080	228	2	.	.	PUNCT
american_scientific_journal-4080	229	1	european	european	ADJ
american_scientific_journal-4080	229	2	signal	signal	PROPN
american_scientific_journal-4080	229	3	process	process	NOUN
american_scientific_journal-4080	229	4	.	.	PUNCT
american_scientific_journal-4080	230	1	conf	conf	PROPN
american_scientific_journal-4080	230	2	.	.	PROPN
american_scientific_journal-4080	230	3	,	,	PUNCT
american_scientific_journal-4080	230	4	rhodes	rhodes	PROPN
american_scientific_journal-4080	230	5	,	,	PUNCT
american_scientific_journal-4080	230	6	greece	greece	PROPN
american_scientific_journal-4080	230	7	,	,	PUNCT
american_scientific_journal-4080	230	8	1998	1998	NUM
american_scientific_journal-4080	230	9	.	.	PUNCT
american_scientific_journal-4080	231	1	[	[	X
american_scientific_journal-4080	231	2	4	4	NUM
american_scientific_journal-4080	231	3	]	]	X
american_scientific_journal-4080	231	4	shang	shang	PROPN
american_scientific_journal-4080	231	5	-	-	PROPN
american_scientific_journal-4080	231	6	hung	hung	PROPN
american_scientific_journal-4080	231	7	l.	l.	PROPN
american_scientific_journal-4080	231	8	an	an	DET
american_scientific_journal-4080	231	9	introduction	introduction	NOUN
american_scientific_journal-4080	231	10	to	to	PART
american_scientific_journal-4080	231	11	face	face	VERB
american_scientific_journal-4080	231	12	recognition	recognition	NOUN
american_scientific_journal-4080	231	13	technology	technology	NOUN
american_scientific_journal-4080	231	14	informing	inform	VERB
american_scientific_journal-4080	231	15	science	science	NOUN
american_scientific_journal-4080	231	16	special	special	ADJ
american_scientific_journal-4080	231	17	issues	issue	NOUN
american_scientific_journal-4080	231	18	onmultimedia	onmultimedia	NOUN
american_scientific_journal-4080	231	19	informing	inform	VERB
american_scientific_journal-4080	231	20	technologiespart	technologiespart	NOUN
american_scientific_journal-4080	231	21	2	2	NUM
american_scientific_journal-4080	231	22	,	,	PUNCT
american_scientific_journal-4080	231	23	3(13	3(13	NUM
american_scientific_journal-4080	231	24	)	)	PUNCT
american_scientific_journal-4080	231	25	,	,	PUNCT
american_scientific_journal-4080	231	26	2000	2000	NUM
american_scientific_journal-4080	231	27	.	.	PUNCT
american_scientific_journal-4080	232	1	[	[	X
american_scientific_journal-4080	232	2	5	5	NUM
american_scientific_journal-4080	232	3	]	]	X
american_scientific_journal-4080	232	4	jain	jain	PROPN
american_scientific_journal-4080	232	5	,	,	PUNCT
american_scientific_journal-4080	232	6	a.	a.	PROPN
american_scientific_journal-4080	232	7	,	,	PUNCT
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american_scientific_journal-4080	232	9	,	,	PUNCT
american_scientific_journal-4080	232	10	l.	l.	PROPN
american_scientific_journal-4080	232	11	,	,	PUNCT
american_scientific_journal-4080	232	12	&	&	CCONJ
american_scientific_journal-4080	232	13	pankanti	pankanti	PROPN
american_scientific_journal-4080	232	14	,	,	PUNCT
american_scientific_journal-4080	232	15	s.	s.	PROPN
american_scientific_journal-4080	232	16	biometric	biometric	ADJ
american_scientific_journal-4080	232	17	identification	identification	NOUN
american_scientific_journal-4080	232	18	.	.	PUNCT
american_scientific_journal-4080	233	1	communications	communication	NOUN
american_scientific_journal-4080	233	2	of	of	ADP
american_scientific_journal-4080	233	3	the	the	DET
american_scientific_journal-4080	233	4	acm	acm	PROPN
american_scientific_journal-4080	233	5	,	,	PUNCT
american_scientific_journal-4080	233	6	43(2	43(2	PROPN
american_scientific_journal-4080	233	7	):	):	PUNCT
american_scientific_journal-4080	233	8	9198	9198	NUM
american_scientific_journal-4080	233	9	.	.	PUNCT
american_scientific_journal-4080	233	10	2000	2000	NUM
american_scientific_journal-4080	233	11	.	.	PUNCT
american_scientific_journal-4080	234	1	[	[	X
american_scientific_journal-4080	234	2	6	6	NUM
american_scientific_journal-4080	234	3	]	]	X
american_scientific_journal-4080	234	4	beavan	beavan	PROPN
american_scientific_journal-4080	234	5	c.	c.	PROPN
american_scientific_journal-4080	234	6	,	,	PUNCT
american_scientific_journal-4080	234	7	fingerprints	fingerprint	NOUN
american_scientific_journal-4080	234	8	:	:	PUNCT
american_scientific_journal-4080	234	9	the	the	DET
american_scientific_journal-4080	234	10	origins	origin	NOUN
american_scientific_journal-4080	234	11	of	of	ADP
american_scientific_journal-4080	234	12	crime	crime	NOUN
american_scientific_journal-4080	234	13	detection	detection	NOUN
american_scientific_journal-4080	234	14	and	and	CCONJ
american_scientific_journal-4080	234	15	the	the	DET
american_scientific_journal-4080	234	16	murder	murder	NOUN
american_scientific_journal-4080	234	17	case	case	NOUN
american_scientific_journal-4080	234	18	that	that	PRON
american_scientific_journal-4080	234	19	launched	launch	VERB
american_scientific_journal-4080	234	20	forensic	forensic	ADJ
american_scientific_journal-4080	234	21	science	science	NOUN
american_scientific_journal-4080	234	22	.	.	PUNCT
american_scientific_journal-4080	235	1	hyperion	hyperion	NOUN
american_scientific_journal-4080	235	2	,	,	PUNCT
american_scientific_journal-4080	235	3	new	new	PROPN
american_scientific_journal-4080	235	4	york	york	PROPN
american_scientific_journal-4080	235	5	2001	2001	NUM
american_scientific_journal-4080	235	6	[	[	X
american_scientific_journal-4080	235	7	7	7	X
american_scientific_journal-4080	235	8	]	]	X
american_scientific_journal-4080	235	9	beavan	beavan	PROPN
american_scientific_journal-4080	235	10	c.	c.	NOUN
american_scientific_journal-4080	235	11	fingerprints	fingerprint	NOUN
american_scientific_journal-4080	235	12	:	:	PUNCT
american_scientific_journal-4080	235	13	the	the	DET
american_scientific_journal-4080	235	14	origins	origin	NOUN
american_scientific_journal-4080	235	15	of	of	ADP
american_scientific_journal-4080	235	16	crime	crime	NOUN
american_scientific_journal-4080	235	17	detection	detection	NOUN
american_scientific_journal-4080	235	18	and	and	CCONJ
american_scientific_journal-4080	235	19	the	the	DET
american_scientific_journal-4080	235	20	murder	murder	NOUN
american_scientific_journal-4080	235	21	case	case	NOUN
american_scientific_journal-4080	235	22	that	that	PRON
american_scientific_journal-4080	235	23	launched	launch	VERB
american_scientific_journal-4080	235	24	forensic	forensic	ADJ
american_scientific_journal-4080	235	25	science	science	NOUN
american_scientific_journal-4080	235	26	.	.	PUNCT
american_scientific_journal-4080	236	1	hyperion	hyperion	NOUN
american_scientific_journal-4080	236	2	,	,	PUNCT
american_scientific_journal-4080	236	3	new	new	PROPN
american_scientific_journal-4080	236	4	york	york	PROPN
american_scientific_journal-4080	236	5	2001	2001	NUM
american_scientific_journal-4080	237	1	[	[	X
american_scientific_journal-4080	237	2	8	8	NUM
american_scientific_journal-4080	237	3	]	]	PUNCT
american_scientific_journal-4080	237	4	trauring	traure	VERB
american_scientific_journal-4080	237	5	m.	m.	NOUN
american_scientific_journal-4080	237	6	on	on	ADP
american_scientific_journal-4080	237	7	the	the	DET
american_scientific_journal-4080	237	8	automatic	automatic	ADJ
american_scientific_journal-4080	237	9	comparison	comparison	NOUN
american_scientific_journal-4080	237	10	of	of	ADP
american_scientific_journal-4080	237	11	finger	finger	NOUN
american_scientific_journal-4080	237	12	-	-	PUNCT
american_scientific_journal-4080	237	13	ridge	ridge	NOUN
american_scientific_journal-4080	237	14	patterns	pattern	NOUN
american_scientific_journal-4080	237	15	.	.	PUNCT
american_scientific_journal-4080	238	1	hughes	hughes	PROPN
american_scientific_journal-4080	238	2	laboratory	laboratory	PROPN
american_scientific_journal-4080	238	3	research	research	PROPN
american_scientific_journal-4080	238	4	report	report	NOUN
american_scientific_journal-4080	238	5	no	no	INTJ
american_scientific_journal-4080	238	6	.	.	NOUN
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american_scientific_journal-4080	238	8	.	.	PUNCT
american_scientific_journal-4080	239	1	1961	1961	NUM
american_scientific_journal-4080	239	2	[	[	X
american_scientific_journal-4080	239	3	9	9	NUM
american_scientific_journal-4080	239	4	]	]	PUNCT
american_scientific_journal-4080	239	5	m.	m.	NOUN
american_scientific_journal-4080	239	6	bichsel	bichsel	NOUN
american_scientific_journal-4080	239	7	and	and	CCONJ
american_scientific_journal-4080	239	8	a.	a.	PROPN
american_scientific_journal-4080	239	9	p.	p.	PROPN
american_scientific_journal-4080	239	10	pentland	pentland	PROPN
american_scientific_journal-4080	239	11	.	.	PUNCT
american_scientific_journal-4080	240	1	human	human	ADJ
american_scientific_journal-4080	240	2	face	face	NOUN
american_scientific_journal-4080	240	3	recognition	recognition	NOUN
american_scientific_journal-4080	240	4	and	and	CCONJ
american_scientific_journal-4080	240	5	the	the	DET
american_scientific_journal-4080	240	6	face	face	NOUN
american_scientific_journal-4080	240	7	image	image	NOUN
american_scientific_journal-4080	240	8	set	set	NOUN
american_scientific_journal-4080	240	9	’s	’s	PART
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american_scientific_journal-4080	240	11	.	.	PUNCT
american_scientific_journal-4080	241	1	cvgip	cvgip	ADJ
american_scientific_journal-4080	241	2	:	:	PUNCT
american_scientific_journal-4080	241	3	image	image	NOUN
american_scientific_journal-4080	241	4	understanding	understanding	NOUN
american_scientific_journal-4080	241	5	,	,	PUNCT
american_scientific_journal-4080	241	6	59:254–261	59:254–261	PROPN
american_scientific_journal-4080	241	7	,	,	PUNCT
american_scientific_journal-4080	241	8	1994	1994	NUM
american_scientific_journal-4080	241	9	.	.	PUNCT
american_scientific_journal-4080	242	1	[	[	X
american_scientific_journal-4080	242	2	10	10	NUM
american_scientific_journal-4080	242	3	]	]	X
american_scientific_journal-4080	242	4	r.	r.	PROPN
american_scientific_journal-4080	242	5	hietmeyer	hietmeyer	PROPN
american_scientific_journal-4080	242	6	.	.	PUNCT
american_scientific_journal-4080	243	1	biometric	biometric	ADJ
american_scientific_journal-4080	243	2	identification	identification	NOUN
american_scientific_journal-4080	243	3	promises	promise	VERB
american_scientific_journal-4080	243	4	fast	fast	ADJ
american_scientific_journal-4080	243	5	and	and	CCONJ
american_scientific_journal-4080	243	6	secure	secure	ADJ
american_scientific_journal-4080	243	7	processing	processing	NOUN
american_scientific_journal-4080	243	8	of	of	ADP
american_scientific_journal-4080	243	9	airline	airline	NOUN
american_scientific_journal-4080	243	10	passengers	passenger	NOUN
american_scientific_journal-4080	243	11	.	.	PUNCT
american_scientific_journal-4080	244	1	the	the	DET
american_scientific_journal-4080	244	2	international	international	ADJ
american_scientific_journal-4080	244	3	civil	civil	ADJ
american_scientific_journal-4080	244	4	aviation	aviation	NOUN
american_scientific_journal-4080	244	5	organization	organization	NOUN
american_scientific_journal-4080	244	6	journal	journal	NOUN
american_scientific_journal-4080	244	7	,	,	PUNCT
american_scientific_journal-4080	244	8	55(9):10–11	55(9):10–11	NUM
american_scientific_journal-4080	244	9	,	,	PUNCT
american_scientific_journal-4080	244	10	2000	2000	NUM
american_scientific_journal-4080	244	11	.	.	PUNCT
american_scientific_journal-4080	245	1	[	[	X
american_scientific_journal-4080	245	2	11	11	NUM
american_scientific_journal-4080	245	3	]	]	PUNCT
american_scientific_journal-4080	245	4	r.-l	r.-l	NOUN
american_scientific_journal-4080	245	5	.	.	PUNCT
american_scientific_journal-4080	246	1	hsu	hsu	PROPN
american_scientific_journal-4080	246	2	.	.	PROPN
american_scientific_journal-4080	246	3	face	face	NOUN
american_scientific_journal-4080	246	4	detection	detection	NOUN
american_scientific_journal-4080	246	5	and	and	CCONJ
american_scientific_journal-4080	246	6	modeling	modeling	NOUN
american_scientific_journal-4080	246	7	for	for	ADP
american_scientific_journal-4080	246	8	recognition	recognition	NOUN
american_scientific_journal-4080	246	9	.	.	PUNCT
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american_scientific_journal-4080	247	2	.	.	PUNCT
american_scientific_journal-4080	248	1	thesis	thesis	PROPN
american_scientific_journal-4080	248	2	,	,	PUNCT
american_scientific_journal-4080	248	3	michigan	michigan	PROPN
american_scientific_journal-4080	248	4	state	state	PROPN
american_scientific_journal-4080	248	5	university	university	PROPN
american_scientific_journal-4080	248	6	,	,	PUNCT
american_scientific_journal-4080	248	7	2002	2002	NUM
american_scientific_journal-4080	248	8	.	.	PUNCT
american_scientific_journal-4080	249	1	[	[	X
american_scientific_journal-4080	249	2	12	12	NUM
american_scientific_journal-4080	249	3	]	]	PUNCT
american_scientific_journal-4080	249	4	t.	t.	PROPN
american_scientific_journal-4080	249	5	kanade	kanade	PROPN
american_scientific_journal-4080	249	6	.	.	PUNCT
american_scientific_journal-4080	250	1	picture	picture	NOUN
american_scientific_journal-4080	250	2	processing	processing	NOUN
american_scientific_journal-4080	250	3	by	by	ADP
american_scientific_journal-4080	250	4	computer	computer	NOUN
american_scientific_journal-4080	250	5	complex	complex	NOUN
american_scientific_journal-4080	250	6	and	and	CCONJ
american_scientific_journal-4080	250	7	recognition	recognition	NOUN
american_scientific_journal-4080	250	8	of	of	ADP
american_scientific_journal-4080	250	9	human	human	ADJ
american_scientific_journal-4080	250	10	faces	face	NOUN
american_scientific_journal-4080	250	11	.	.	PUNCT
american_scientific_journal-4080	251	1	ph.d	ph.d	PROPN
american_scientific_journal-4080	251	2	.	.	PUNCT
american_scientific_journal-4080	252	1	thesis	thesis	PROPN
american_scientific_journal-4080	252	2	,	,	PUNCT
american_scientific_journal-4080	252	3	kyoto	kyoto	PROPN
american_scientific_journal-4080	252	4	university	university	PROPN
american_scientific_journal-4080	252	5	,	,	PUNCT
american_scientific_journal-4080	252	6	1973	1973	NUM
american_scientific_journal-4080	252	7	.	.	PUNCT
american_scientific_journal-4080	253	1	[	[	X
american_scientific_journal-4080	253	2	13	13	NUM
american_scientific_journal-4080	253	3	]	]	PUNCT
american_scientific_journal-4080	253	4	p.	p.	PROPN
american_scientific_journal-4080	253	5	j.	j.	PROPN
american_scientific_journal-4080	253	6	phillips	phillips	PROPN
american_scientific_journal-4080	253	7	,	,	PUNCT
american_scientific_journal-4080	253	8	h.	h.	PROPN
american_scientific_journal-4080	253	9	moon	moon	PROPN
american_scientific_journal-4080	253	10	,	,	PUNCT
american_scientific_journal-4080	253	11	s.	s.	PROPN
american_scientific_journal-4080	253	12	a.	a.	PROPN
american_scientific_journal-4080	253	13	rizvi	rizvi	PROPN
american_scientific_journal-4080	253	14	,	,	PUNCT
american_scientific_journal-4080	253	15	and	and	CCONJ
american_scientific_journal-4080	253	16	p.	p.	PROPN
american_scientific_journal-4080	253	17	j.	j.	PROPN
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american_scientific_journal-4080	253	19	.	.	PUNCT
american_scientific_journal-4080	254	1	the	the	DET
american_scientific_journal-4080	254	2	feret	feret	ADJ
american_scientific_journal-4080	254	3	evaluation	evaluation	NOUN
american_scientific_journal-4080	254	4	methodology	methodology	NOUN
american_scientific_journal-4080	254	5	for	for	ADP
american_scientific_journal-4080	254	6	facerecognition	facerecognition	ADJ
american_scientific_journal-4080	254	7	algorithms	algorithm	NOUN
american_scientific_journal-4080	254	8	”	"	PUNCT
american_scientific_journal-4080	254	9	.	.	PUNCT
american_scientific_journal-4080	255	1	ieee	ieee	NOUN
american_scientific_journal-4080	255	2	transactions	transaction	NOUN
american_scientific_journal-4080	255	3	on	on	ADP
american_scientific_journal-4080	255	4	pattern	pattern	NOUN
american_scientific_journal-4080	255	5	analysis	analysis	NOUN
american_scientific_journal-4080	255	6	and	and	CCONJ
american_scientific_journal-4080	255	7	machine	machine	NOUN
american_scientific_journal-4080	255	8	intelligence	intelligence	NOUN
american_scientific_journal-4080	255	9	,	,	PUNCT
american_scientific_journal-4080	255	10	american	american	PROPN
american_scientific_journal-4080	255	11	scientific	scientific	ADJ
american_scientific_journal-4080	255	12	research	research	NOUN
american_scientific_journal-4080	255	13	journal	journal	NOUN
american_scientific_journal-4080	255	14	for	for	ADP
american_scientific_journal-4080	255	15	engineering	engineering	NOUN
american_scientific_journal-4080	255	16	,	,	PUNCT
american_scientific_journal-4080	255	17	technology	technology	NOUN
american_scientific_journal-4080	255	18	,	,	PUNCT
american_scientific_journal-4080	255	19	and	and	CCONJ
american_scientific_journal-4080	255	20	sciences	science	NOUN
american_scientific_journal-4080	255	21	(	(	PUNCT
american_scientific_journal-4080	255	22	asrjets	asrjet	NOUN
american_scientific_journal-4080	255	23	)	)	PUNCT
american_scientific_journal-4080	255	24	(	(	PUNCT
american_scientific_journal-4080	255	25	2018	2018	NUM
american_scientific_journal-4080	255	26	)	)	PUNCT
american_scientific_journal-4080	255	27	volume	volume	NOUN
american_scientific_journal-4080	255	28	43	43	NUM
american_scientific_journal-4080	255	29	,	,	PUNCT
american_scientific_journal-4080	255	30	no	no	DET
american_scientific_journal-4080	255	31	1	1	NUM
american_scientific_journal-4080	255	32	,	,	PUNCT
american_scientific_journal-4080	255	33	pp	pp	ADV
american_scientific_journal-4080	255	34	44	44	NUM
american_scientific_journal-4080	255	35	-	-	SYM
american_scientific_journal-4080	255	36	60	60	NUM
american_scientific_journal-4080	255	37	60	60	NUM
american_scientific_journal-4080	255	38	22(10):1090–1104	22(10):1090–1104	NUM
american_scientific_journal-4080	255	39	,	,	PUNCT
american_scientific_journal-4080	255	40	2000	2000	NUM
american_scientific_journal-4080	255	41	.	.	PUNCT
american_scientific_journal-4080	256	1	[	[	X
american_scientific_journal-4080	256	2	14	14	NUM
american_scientific_journal-4080	256	3	]	]	X
american_scientific_journal-4080	256	4	d.	d.	PROPN
american_scientific_journal-4080	256	5	valentin	valentin	PROPN
american_scientific_journal-4080	256	6	,	,	PUNCT
american_scientific_journal-4080	256	7	h.	h.	PROPN
american_scientific_journal-4080	256	8	abdi	abdi	PROPN
american_scientific_journal-4080	256	9	,	,	PUNCT
american_scientific_journal-4080	256	10	a.	a.	PROPN
american_scientific_journal-4080	256	11	j.	j.	PROPN
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american_scientific_journal-4080	256	13	,	,	PUNCT
american_scientific_journal-4080	256	14	and	and	CCONJ
american_scientific_journal-4080	256	15	g.	g.	PROPN
american_scientific_journal-4080	256	16	w.	w.	PROPN
american_scientific_journal-4080	256	17	cottrell	cottrell	PROPN
american_scientific_journal-4080	256	18	.	.	PUNCT
american_scientific_journal-4080	257	1	connectionist	connectionist	NOUN
american_scientific_journal-4080	257	2	models	model	NOUN
american_scientific_journal-4080	257	3	of	of	ADP
american_scientific_journal-4080	257	4	face	face	NOUN
american_scientific_journal-4080	257	5	processing	processing	NOUN
american_scientific_journal-4080	257	6	:	:	PUNCT
american_scientific_journal-4080	257	7	a	a	DET
american_scientific_journal-4080	257	8	survey	survey	NOUN
american_scientific_journal-4080	257	9	.	.	PUNCT
american_scientific_journal-4080	258	1	pattern	pattern	NOUN
american_scientific_journal-4080	258	2	recognition	recognition	NOUN
american_scientific_journal-4080	258	3	,	,	PUNCT
american_scientific_journal-4080	258	4	27(9):1209–1230	27(9):1209–1230	NUM
american_scientific_journal-4080	258	5	,	,	PUNCT
american_scientific_journal-4080	258	6	1994	1994	NUM
american_scientific_journal-4080	258	7	.	.	PUNCT
american_scientific_journal-4080	259	1	[	[	X
american_scientific_journal-4080	259	2	15	15	NUM
american_scientific_journal-4080	259	3	]	]	X
american_scientific_journal-4080	259	4	y.	y.	PROPN
american_scientific_journal-4080	259	5	moses	moses	PROPN
american_scientific_journal-4080	259	6	,	,	PUNCT
american_scientific_journal-4080	259	7	y.	y.	PROPN
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american_scientific_journal-4080	259	9	,	,	PUNCT
american_scientific_journal-4080	259	10	and	and	CCONJ
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american_scientific_journal-4080	259	13	.	.	PUNCT
american_scientific_journal-4080	260	1	face	face	PROPN
american_scientific_journal-4080	260	2	recognition	recognition	NOUN
american_scientific_journal-4080	260	3	:	:	PUNCT
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american_scientific_journal-4080	260	5	problem	problem	NOUN
american_scientific_journal-4080	260	6	of	of	ADP
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american_scientific_journal-4080	260	8	for	for	ADP
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american_scientific_journal-4080	260	10	in	in	ADP
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american_scientific_journal-4080	260	12	direction	direction	NOUN
american_scientific_journal-4080	260	13	.	.	PUNCT
american_scientific_journal-4080	261	1	in	in	ADP
american_scientific_journal-4080	261	2	proceedings	proceeding	NOUN
american_scientific_journal-4080	261	3	of	of	ADP
american_scientific_journal-4080	261	4	the	the	DET
american_scientific_journal-4080	261	5	european	european	PROPN
american_scientific_journal-4080	261	6	conference	conference	PROPN
american_scientific_journal-4080	261	7	on	on	ADP
american_scientific_journal-4080	261	8	computer	computer	NOUN
american_scientific_journal-4080	261	9	vision	vision	NOUN
american_scientific_journal-4080	261	10	,	,	PUNCT
american_scientific_journal-4080	261	11	volume	volume	NOUN
american_scientific_journal-4080	261	12	a	a	PRON
american_scientific_journal-4080	261	13	,	,	PUNCT
american_scientific_journal-4080	261	14	pages	page	NOUN
american_scientific_journal-4080	261	15	286–296	286–296	NUM
american_scientific_journal-4080	261	16	,	,	PUNCT
american_scientific_journal-4080	261	17	1994	1994	NUM
american_scientific_journal-4080	261	18	.	.	PUNCT
american_scientific_journal-4080	262	1	[	[	X
american_scientific_journal-4080	262	2	16	16	NUM
american_scientific_journal-4080	262	3	]	]	X
american_scientific_journal-4080	262	4	b.	b.	PROPN
american_scientific_journal-4080	262	5	sch¨olkopf	sch¨olkopf	PROPN
american_scientific_journal-4080	262	6	,	,	PUNCT
american_scientific_journal-4080	262	7	a.	a.	NOUN
american_scientific_journal-4080	262	8	smola	smola	PROPN
american_scientific_journal-4080	262	9	,	,	PUNCT
american_scientific_journal-4080	262	10	and	and	CCONJ
american_scientific_journal-4080	262	11	k.	k.	PROPN
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american_scientific_journal-4080	262	14	.	.	PUNCT
american_scientific_journal-4080	263	1	nonlinear	nonlinear	ADJ
american_scientific_journal-4080	263	2	component	component	NOUN
american_scientific_journal-4080	263	3	analysis	analysis	NOUN
american_scientific_journal-4080	263	4	as	as	ADP
american_scientific_journal-4080	263	5	a	a	DET
american_scientific_journal-4080	263	6	kernel	kernel	PROPN
american_scientific_journal-4080	263	7	eigenvalue	eigenvalue	PROPN
american_scientific_journal-4080	263	8	problem	problem	NOUN
american_scientific_journal-4080	263	9	.	.	PUNCT
american_scientific_journal-4080	264	1	neural	neural	ADJ
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american_scientific_journal-4080	264	3	,	,	PUNCT
american_scientific_journal-4080	264	4	10:1299–1319	10:1299–1319	NUM
american_scientific_journal-4080	264	5	,	,	PUNCT
american_scientific_journal-4080	264	6	1999	1999	NUM
american_scientific_journal-4080	264	7	.	.	PUNCT
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american_scientific_journal-4080	265	2	17	17	NUM
american_scientific_journal-4080	265	3	]	]	PUNCT
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american_scientific_journal-4080	265	5	.	.	PUNCT
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american_scientific_journal-4080	266	2	,	,	PUNCT
american_scientific_journal-4080	266	3	n.	n.	PROPN
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american_scientific_journal-4080	266	5	,	,	PUNCT
american_scientific_journal-4080	266	6	and	and	CCONJ
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american_scientific_journal-4080	266	9	.	.	PUNCT
american_scientific_journal-4080	267	1	face	face	NOUN
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american_scientific_journal-4080	267	4	kernel	kernel	PROPN
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american_scientific_journal-4080	267	6	.	.	PUNCT
american_scientific_journal-4080	268	1	in	in	ADP
american_scientific_journal-4080	268	2	proceedings	proceeding	NOUN
american_scientific_journal-4080	268	3	of	of	ADP
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american_scientific_journal-4080	268	8	on	on	ADP
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american_scientific_journal-4080	268	11	,	,	PUNCT
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american_scientific_journal-4080	268	13	1	1	NUM
american_scientific_journal-4080	268	14	,	,	PUNCT
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american_scientific_journal-4080	268	17	,	,	PUNCT
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american_scientific_journal-4080	268	19	.	.	PUNCT
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american_scientific_journal-4080	269	9	,	,	PUNCT
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american_scientific_journal-4080	269	16	,	,	PUNCT
american_scientific_journal-4080	269	17	and	and	CCONJ
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american_scientific_journal-4080	269	20	.	.	PROPN
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american_scientific_journal-4080	269	25	-	-	PUNCT
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american_scientific_journal-4080	269	29	.	.	PUNCT
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american_scientific_journal-4080	271	4	g.	g.	PROPN
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american_scientific_journal-4080	271	6	,	,	PUNCT
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american_scientific_journal-4080	271	9	,	,	PUNCT
american_scientific_journal-4080	271	10	s.	s.	PROPN
american_scientific_journal-4080	271	11	z.	z.	PROPN
american_scientific_journal-4080	271	12	li	li	PROPN
american_scientific_journal-4080	271	13	,	,	PUNCT
american_scientific_journal-4080	271	14	and	and	CCONJ
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american_scientific_journal-4080	271	17	.	.	PUNCT
american_scientific_journal-4080	272	1	boosting	boost	VERB
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american_scientific_journal-4080	272	5	(	(	PUNCT
american_scientific_journal-4080	272	6	lbp)-based	lbp)-based	ADJ
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american_scientific_journal-4080	272	9	.	.	PUNCT
american_scientific_journal-4080	273	1	in	in	ADP
american_scientific_journal-4080	273	2	s.	s.	PROPN
american_scientific_journal-4080	273	3	z.	z.	PROPN
american_scientific_journal-4080	273	4	li	li	PROPN
american_scientific_journal-4080	273	5	,	,	PUNCT
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american_scientific_journal-4080	273	8	,	,	PUNCT
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american_scientific_journal-4080	273	14	,	,	PUNCT
american_scientific_journal-4080	273	15	and	and	CCONJ
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american_scientific_journal-4080	273	18	,	,	PUNCT
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american_scientific_journal-4080	273	32	in	in	ADP
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american_scientific_journal-4080	273	34	science	science	NOUN
american_scientific_journal-4080	273	35	,	,	PUNCT
american_scientific_journal-4080	273	36	pages	page	NOUN
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american_scientific_journal-4080	273	38	.	.	PUNCT
american_scientific_journal-4080	273	39	springer	springer	NOUN
american_scientific_journal-4080	273	40	,	,	PUNCT
american_scientific_journal-4080	273	41	2004	2004	NUM
american_scientific_journal-4080	273	42	.	.	PUNCT
american_scientific_journal-4080	274	1	[	[	X
american_scientific_journal-4080	274	2	20	20	NUM
american_scientific_journal-4080	274	3	]	]	PUNCT
american_scientific_journal-4080	274	4	l.	l.	PROPN
american_scientific_journal-4080	274	5	zhang	zhang	PROPN
american_scientific_journal-4080	274	6	,	,	PUNCT
american_scientific_journal-4080	274	7	s.	s.	PROPN
american_scientific_journal-4080	274	8	z.	z.	PROPN
american_scientific_journal-4080	274	9	li	li	PROPN
american_scientific_journal-4080	274	10	,	,	PUNCT
american_scientific_journal-4080	274	11	z.	z.	PROPN
american_scientific_journal-4080	274	12	qu	qu	PROPN
american_scientific_journal-4080	274	13	,	,	PUNCT
american_scientific_journal-4080	274	14	and	and	CCONJ
american_scientific_journal-4080	274	15	x.	x.	PROPN
american_scientific_journal-4080	274	16	huang	huang	PROPN
american_scientific_journal-4080	274	17	.	.	PUNCT
american_scientific_journal-4080	275	1	boosting	boost	VERB
american_scientific_journal-4080	275	2	local	local	ADJ
american_scientific_journal-4080	275	3	feature	feature	NOUN
american_scientific_journal-4080	275	4	based	base	VERB
american_scientific_journal-4080	275	5	classifiers	classifier	NOUN
american_scientific_journal-4080	275	6	for	for	ADP
american_scientific_journal-4080	275	7	face	face	NOUN
american_scientific_journal-4080	275	8	recognition	recognition	NOUN
american_scientific_journal-4080	275	9	.	.	PUNCT
american_scientific_journal-4080	276	1	in	in	ADP
american_scientific_journal-4080	276	2	proceedings	proceeding	NOUN
american_scientific_journal-4080	276	3	of	of	ADP
american_scientific_journal-4080	276	4	first	first	ADJ
american_scientific_journal-4080	276	5	ieee	ieee	NOUN
american_scientific_journal-4080	276	6	workshop	workshop	NOUN
american_scientific_journal-4080	276	7	on	on	ADP
american_scientific_journal-4080	276	8	face	face	NOUN
american_scientific_journal-4080	276	9	processing	processing	NOUN
american_scientific_journal-4080	276	10	in	in	ADP
american_scientific_journal-4080	276	11	video	video	NOUN
american_scientific_journal-4080	276	12	,	,	PUNCT
american_scientific_journal-4080	276	13	washington	washington	PROPN
american_scientific_journal-4080	276	14	,	,	PUNCT
american_scientific_journal-4080	276	15	d.c	d.c	PROPN
american_scientific_journal-4080	276	16	.	.	PROPN
american_scientific_journal-4080	276	17	,	,	PUNCT
american_scientific_journal-4080	276	18	2004	2004	NUM
american_scientific_journal-4080	276	19	.	.	PUNCT