id	sid	tid	token	lemma	pos
iajs-471	1	1	úó‘ój	úó‘ój	PROPN
iajs-471	1	2	�	�	PROPN
iajs-471	1	3	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	NUM
iajs-471	1	4	:	:	PUNCT
iajs-471	1	5	a@âig@ú‹	a@âig@ú‹	PROPN
iajs-471	1	6	©	©	PROPN
iajs-471	1	7	@ü‹1a26@@öü»€a@i2@‚b«@h2013	@ü‹1a26@@öü»€a@i2@‚b«@h2013	PROPN
iajs-471	1	8	ibn	ibn	PROPN
iajs-471	1	9	al	al	PROPN
iajs-471	1	10	-	-	PUNCT
iajs-471	1	11	haitham	haitham	PROPN
iajs-471	1	12	jour	jour	X
iajs-471	1	13	.	.	PROPN
iajs-471	2	1	for	for	ADP
iajs-471	2	2	pure	pure	ADJ
iajs-471	2	3	&	&	CCONJ
iajs-471	2	4	appl	appl	PROPN
iajs-471	2	5	.	.	PUNCT
iajs-471	3	1	sci	sci	PROPN
iajs-471	3	2	.	.	PUNCT
iajs-471	3	3	vol	vol	NOUN
iajs-471	3	4	.	.	PROPN
iajs-471	4	1	26	26	NUM
iajs-471	4	2	(	(	PUNCT
iajs-471	4	3	2	2	NUM
iajs-471	4	4	)	)	PUNCT
iajs-471	4	5	2013	2013	NUM
iajs-471	4	6	signature	signature	NOUN
iajs-471	4	7	verification	verification	NOUN
iajs-471	4	8	based	base	VERB
iajs-471	4	9	on	on	ADP
iajs-471	4	10	moments	moment	NOUN
iajs-471	4	11	technique	technique	NOUN
iajs-471	4	12	shaymaa	shaymaa	NOUN
iajs-471	4	13	s.	s.	PROPN
iajs-471	4	14	m.	m.	PROPN
iajs-471	4	15	al	al	PROPN
iajs-471	4	16	-	-	PUNCT
iajs-471	4	17	juboori	juboori	PROPN
iajs-471	4	18	dept	dept	PROPN
iajs-471	4	19	.	.	PROPN
iajs-471	4	20	of	of	ADP
iajs-471	4	21	computer	computer	NOUN
iajs-471	4	22	sci./college	sci./college	PROPN
iajs-471	4	23	of	of	ADP
iajs-471	4	24	education	education	NOUN
iajs-471	4	25	for	for	ADP
iajs-471	4	26	pure	pure	ADJ
iajs-471	4	27	science(ibn	science(ibn	PROPN
iajs-471	4	28	al	al	PROPN
iajs-471	4	29	-	-	PUNCT
iajs-471	4	30	haitham	haitham	PROPN
iajs-471	4	31	)	)	PUNCT
iajs-471	4	32	/	/	SYM
iajs-471	4	33	university	university	NOUN
iajs-471	4	34	of	of	ADP
iajs-471	4	35	baghdad	baghdad	PROPN
iajs-471	4	36	received	receive	VERB
iajs-471	4	37	in	in	ADP
iajs-471	4	38	:	:	PUNCT
iajs-471	4	39	29april	29april	NUM
iajs-471	4	40	2013	2013	NUM
iajs-471	4	41	,	,	PUNCT
iajs-471	4	42	accepted	accept	VERB
iajs-471	4	43	in	in	ADP
iajs-471	4	44	:	:	PUNCT
iajs-471	4	45	19	19	NUM
iajs-471	4	46	may	may	PROPN
iajs-471	4	47	2013	2013	NUM
iajs-471	4	48	abstract	abstract	NOUN
iajs-471	4	49	in	in	ADP
iajs-471	4	50	this	this	DET
iajs-471	4	51	research	research	NOUN
iajs-471	4	52	we	we	PRON
iajs-471	4	53	will	will	AUX
iajs-471	4	54	present	present	VERB
iajs-471	4	55	the	the	DET
iajs-471	4	56	signature	signature	NOUN
iajs-471	4	57	as	as	ADP
iajs-471	4	58	a	a	DET
iajs-471	4	59	key	key	NOUN
iajs-471	4	60	to	to	ADP
iajs-471	4	61	the	the	DET
iajs-471	4	62	biometric	biometric	ADJ
iajs-471	4	63	authentication	authentication	NOUN
iajs-471	4	64	technique	technique	NOUN
iajs-471	4	65	.	.	PUNCT
iajs-471	5	1	i	i	PRON
iajs-471	5	2	shall	shall	AUX
iajs-471	5	3	use	use	VERB
iajs-471	5	4	moment	moment	NOUN
iajs-471	5	5	invariants	invariant	NOUN
iajs-471	5	6	as	as	ADP
iajs-471	5	7	a	a	DET
iajs-471	5	8	tool	tool	NOUN
iajs-471	5	9	to	to	PART
iajs-471	5	10	make	make	VERB
iajs-471	5	11	a	a	DET
iajs-471	5	12	decision	decision	NOUN
iajs-471	5	13	about	about	ADP
iajs-471	5	14	any	any	DET
iajs-471	5	15	signature	signature	NOUN
iajs-471	5	16	which	which	PRON
iajs-471	5	17	is	be	AUX
iajs-471	5	18	belonging	belong	VERB
iajs-471	5	19	to	to	ADP
iajs-471	5	20	the	the	DET
iajs-471	5	21	certain	certain	ADJ
iajs-471	5	22	person	person	NOUN
iajs-471	5	23	or	or	CCONJ
iajs-471	5	24	not	not	PART
iajs-471	5	25	.	.	PUNCT
iajs-471	6	1	eighteen	eighteen	NUM
iajs-471	6	2	voluntaries	voluntary	NOUN
iajs-471	6	3	give	give	VERB
iajs-471	6	4	108	108	NUM
iajs-471	6	5	signatures	signature	NOUN
iajs-471	6	6	as	as	ADP
iajs-471	6	7	a	a	DET
iajs-471	6	8	sample	sample	NOUN
iajs-471	6	9	to	to	PART
iajs-471	6	10	test	test	VERB
iajs-471	6	11	the	the	DET
iajs-471	6	12	proposed	propose	VERB
iajs-471	6	13	system	system	NOUN
iajs-471	6	14	,	,	PUNCT
iajs-471	6	15	six	six	NUM
iajs-471	6	16	samples	sample	NOUN
iajs-471	6	17	belong	belong	VERB
iajs-471	6	18	to	to	ADP
iajs-471	6	19	each	each	DET
iajs-471	6	20	person	person	NOUN
iajs-471	6	21	were	be	AUX
iajs-471	6	22	taken	take	VERB
iajs-471	6	23	.	.	PUNCT
iajs-471	7	1	moment	moment	NOUN
iajs-471	7	2	invariants	invariant	NOUN
iajs-471	7	3	are	be	AUX
iajs-471	7	4	used	use	VERB
iajs-471	7	5	to	to	PART
iajs-471	7	6	build	build	VERB
iajs-471	7	7	a	a	DET
iajs-471	7	8	feature	feature	NOUN
iajs-471	7	9	vector	vector	NOUN
iajs-471	7	10	stored	store	VERB
iajs-471	7	11	in	in	ADP
iajs-471	7	12	this	this	DET
iajs-471	7	13	system	system	NOUN
iajs-471	7	14	.	.	PUNCT
iajs-471	8	1	euclidean	euclidean	ADJ
iajs-471	8	2	distance	distance	NOUN
iajs-471	8	3	measure	measure	NOUN
iajs-471	8	4	used	use	VERB
iajs-471	8	5	to	to	PART
iajs-471	8	6	compute	compute	VERB
iajs-471	8	7	the	the	DET
iajs-471	8	8	distance	distance	NOUN
iajs-471	8	9	between	between	ADP
iajs-471	8	10	the	the	DET
iajs-471	8	11	specific	specific	ADJ
iajs-471	8	12	signatures	signature	NOUN
iajs-471	8	13	of	of	ADP
iajs-471	8	14	persons	person	NOUN
iajs-471	8	15	saved	save	VERB
iajs-471	8	16	in	in	ADP
iajs-471	8	17	this	this	DET
iajs-471	8	18	system	system	NOUN
iajs-471	8	19	and	and	CCONJ
iajs-471	8	20	with	with	ADP
iajs-471	8	21	new	new	ADJ
iajs-471	8	22	sample	sample	NOUN
iajs-471	8	23	acquired	acquire	VERB
iajs-471	8	24	to	to	ADP
iajs-471	8	25	same	same	ADJ
iajs-471	8	26	persons	person	NOUN
iajs-471	8	27	for	for	ADP
iajs-471	8	28	making	make	VERB
iajs-471	8	29	decision	decision	NOUN
iajs-471	8	30	about	about	ADP
iajs-471	8	31	the	the	DET
iajs-471	8	32	new	new	ADJ
iajs-471	8	33	signature	signature	NOUN
iajs-471	8	34	.	.	PUNCT
iajs-471	9	1	each	each	DET
iajs-471	9	2	signature	signature	NOUN
iajs-471	9	3	is	be	AUX
iajs-471	9	4	acquired	acquire	VERB
iajs-471	9	5	by	by	ADP
iajs-471	9	6	scanner	scanner	NOUN
iajs-471	9	7	in	in	ADP
iajs-471	9	8	jpg	jpg	NOUN
iajs-471	9	9	format	format	NOUN
iajs-471	9	10	with	with	ADP
iajs-471	9	11	300dpi	300dpi	PROPN
iajs-471	9	12	.	.	PUNCT
iajs-471	9	13	matlab	matlab	PROPN
iajs-471	9	14	used	use	VERB
iajs-471	9	15	to	to	PART
iajs-471	9	16	implement	implement	VERB
iajs-471	9	17	this	this	DET
iajs-471	9	18	system	system	NOUN
iajs-471	9	19	.	.	PUNCT
iajs-471	10	1	keywords	keyword	NOUN
iajs-471	10	2	:	:	PUNCT
iajs-471	10	3	signature	signature	NOUN
iajs-471	10	4	,	,	PUNCT
iajs-471	10	5	biometric	biometric	ADJ
iajs-471	10	6	,	,	PUNCT
iajs-471	10	7	euclidean	euclidean	ADJ
iajs-471	10	8	distance	distance	NOUN
iajs-471	10	9	,	,	PUNCT
iajs-471	10	10	binary	binary	ADJ
iajs-471	10	11	image	image	NOUN
iajs-471	10	12	,	,	PUNCT
iajs-471	10	13	verification	verification	NOUN
iajs-471	10	14	,	,	PUNCT
iajs-471	10	15	image	image	NOUN
iajs-471	10	16	enhancement	enhancement	NOUN
iajs-471	10	17	,	,	PUNCT
iajs-471	10	18	canny	canny	ADJ
iajs-471	10	19	edge	edge	NOUN
iajs-471	10	20	detection	detection	NOUN
iajs-471	10	21	,	,	PUNCT
iajs-471	10	22	median	median	ADJ
iajs-471	10	23	filter	filter	NOUN
iajs-471	10	24	.	.	PUNCT
iajs-471	11	1	385	385	NUM
iajs-471	12	1	|	|	ADV
iajs-471	12	2	computer	computer	NOUN
iajs-471	12	3	science	science	NOUN
iajs-471	12	4	@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	PROPN
iajs-471	12	5	�	�	PROPN
iajs-471	12	6	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	NUM
iajs-471	12	7	:	:	PUNCT
iajs-471	12	8	a@âig@ú‹	a@âig@ú‹	PROPN
iajs-471	13	1	©	©	PROPN
iajs-471	13	2	@ü‹1a26@@öü»€a@i2@‚b«@h2013	@ü‹1a26@@öü»€a@i2@‚b«@h2013	PROPN
iajs-471	13	3	ibn	ibn	PROPN
iajs-471	13	4	al	al	PROPN
iajs-471	13	5	-	-	PUNCT
iajs-471	13	6	haitham	haitham	PROPN
iajs-471	13	7	jour	jour	X
iajs-471	13	8	.	.	PROPN
iajs-471	14	1	for	for	ADP
iajs-471	14	2	pure	pure	ADJ
iajs-471	14	3	&	&	CCONJ
iajs-471	14	4	appl	appl	PROPN
iajs-471	14	5	.	.	PUNCT
iajs-471	15	1	sci	sci	PROPN
iajs-471	15	2	.	.	PUNCT
iajs-471	15	3	vol	vol	NOUN
iajs-471	15	4	.	.	PROPN
iajs-471	16	1	26	26	NUM
iajs-471	16	2	(	(	PUNCT
iajs-471	16	3	2	2	NUM
iajs-471	16	4	)	)	PUNCT
iajs-471	16	5	2013	2013	NUM
iajs-471	16	6	introduction	introduction	NOUN
iajs-471	16	7	information	information	NOUN
iajs-471	16	8	security	security	NOUN
iajs-471	16	9	is	be	AUX
iajs-471	16	10	concerned	concern	VERB
iajs-471	16	11	with	with	ADP
iajs-471	16	12	the	the	DET
iajs-471	16	13	assurance	assurance	NOUN
iajs-471	16	14	of	of	ADP
iajs-471	16	15	confidentiality	confidentiality	NOUN
iajs-471	16	16	,	,	PUNCT
iajs-471	16	17	integrity	integrity	NOUN
iajs-471	16	18	and	and	CCONJ
iajs-471	16	19	availability	availability	NOUN
iajs-471	16	20	of	of	ADP
iajs-471	16	21	information	information	NOUN
iajs-471	16	22	in	in	ADP
iajs-471	16	23	all	all	DET
iajs-471	16	24	forms	form	NOUN
iajs-471	16	25	.	.	PUNCT
iajs-471	17	1	there	there	PRON
iajs-471	17	2	are	be	VERB
iajs-471	17	3	many	many	ADJ
iajs-471	17	4	tools	tool	NOUN
iajs-471	17	5	and	and	CCONJ
iajs-471	17	6	techniques	technique	NOUN
iajs-471	17	7	that	that	PRON
iajs-471	17	8	can	can	AUX
iajs-471	17	9	support	support	VERB
iajs-471	17	10	the	the	DET
iajs-471	17	11	management	management	NOUN
iajs-471	17	12	of	of	ADP
iajs-471	17	13	information	information	NOUN
iajs-471	17	14	security	security	NOUN
iajs-471	17	15	.	.	PUNCT
iajs-471	18	1	but	but	CCONJ
iajs-471	18	2	system	system	NOUN
iajs-471	18	3	based	base	VERB
iajs-471	18	4	on	on	ADP
iajs-471	18	5	biometric	biometric	NOUN
iajs-471	18	6	has	have	AUX
iajs-471	18	7	been	be	AUX
iajs-471	18	8	evolved	evolve	VERB
iajs-471	18	9	to	to	PART
iajs-471	18	10	support	support	VERB
iajs-471	18	11	some	some	DET
iajs-471	18	12	aspects	aspect	NOUN
iajs-471	18	13	of	of	ADP
iajs-471	18	14	information	information	NOUN
iajs-471	18	15	security	security	NOUN
iajs-471	18	16	.	.	PUNCT
iajs-471	19	1	biometric	biometric	ADJ
iajs-471	19	2	authentication	authentication	NOUN
iajs-471	19	3	supports	support	VERB
iajs-471	19	4	the	the	DET
iajs-471	19	5	facet	facet	NOUN
iajs-471	19	6	of	of	ADP
iajs-471	19	7	identification	identification	NOUN
iajs-471	19	8	,	,	PUNCT
iajs-471	19	9	authentication	authentication	NOUN
iajs-471	19	10	and	and	CCONJ
iajs-471	19	11	non	non	NOUN
iajs-471	19	12	-	-	NOUN
iajs-471	19	13	repudiation	repudiation	NOUN
iajs-471	19	14	in	in	ADP
iajs-471	19	15	information	information	NOUN
iajs-471	19	16	security	security	NOUN
iajs-471	19	17	[	[	X
iajs-471	19	18	1	1	NUM
iajs-471	19	19	]	]	PUNCT
iajs-471	19	20	.	.	PUNCT
iajs-471	20	1	a	a	DET
iajs-471	20	2	wide	wide	ADJ
iajs-471	20	3	variety	variety	NOUN
iajs-471	20	4	of	of	ADP
iajs-471	20	5	systems	system	NOUN
iajs-471	20	6	requires	require	VERB
iajs-471	20	7	reliable	reliable	ADJ
iajs-471	20	8	personal	personal	ADJ
iajs-471	20	9	recognition	recognition	NOUN
iajs-471	20	10	schemes	scheme	NOUN
iajs-471	20	11	to	to	PART
iajs-471	20	12	either	either	CCONJ
iajs-471	20	13	confirm	confirm	VERB
iajs-471	20	14	or	or	CCONJ
iajs-471	20	15	determine	determine	VERB
iajs-471	20	16	the	the	DET
iajs-471	20	17	identity	identity	NOUN
iajs-471	20	18	of	of	ADP
iajs-471	20	19	an	an	DET
iajs-471	20	20	individual	individual	NOUN
iajs-471	20	21	requesting	request	VERB
iajs-471	20	22	their	their	PRON
iajs-471	20	23	services	service	NOUN
iajs-471	20	24	.	.	PUNCT
iajs-471	21	1	the	the	DET
iajs-471	21	2	purpose	purpose	NOUN
iajs-471	21	3	of	of	ADP
iajs-471	21	4	such	such	ADJ
iajs-471	21	5	schemes	scheme	NOUN
iajs-471	21	6	is	be	AUX
iajs-471	21	7	to	to	PART
iajs-471	21	8	ensure	ensure	VERB
iajs-471	21	9	that	that	SCONJ
iajs-471	21	10	the	the	DET
iajs-471	21	11	rendered	render	VERB
iajs-471	21	12	services	service	NOUN
iajs-471	21	13	are	be	AUX
iajs-471	21	14	accessed	access	VERB
iajs-471	21	15	only	only	ADV
iajs-471	21	16	by	by	ADP
iajs-471	21	17	a	a	DET
iajs-471	21	18	legitimate	legitimate	ADJ
iajs-471	21	19	user	user	NOUN
iajs-471	21	20	and	and	CCONJ
iajs-471	21	21	no	no	DET
iajs-471	21	22	one	one	NOUN
iajs-471	21	23	else	else	ADV
iajs-471	21	24	.	.	PUNCT
iajs-471	22	1	biometrics	biometric	NOUN
iajs-471	22	2	refers	refer	VERB
iajs-471	22	3	to	to	ADP
iajs-471	22	4	the	the	DET
iajs-471	22	5	automatic	automatic	ADJ
iajs-471	22	6	recognition	recognition	NOUN
iajs-471	22	7	of	of	ADP
iajs-471	22	8	individuals	individual	NOUN
iajs-471	22	9	based	base	VERB
iajs-471	22	10	on	on	ADP
iajs-471	22	11	their	their	PRON
iajs-471	22	12	physiological	physiological	ADJ
iajs-471	22	13	and/or	and/or	CCONJ
iajs-471	22	14	behavioral	behavioral	ADJ
iajs-471	22	15	characteristics	characteristic	NOUN
iajs-471	22	16	[	[	X
iajs-471	22	17	2	2	NUM
iajs-471	22	18	]	]	PUNCT
iajs-471	22	19	.	.	PUNCT
iajs-471	23	1	security	security	NOUN
iajs-471	23	2	is	be	AUX
iajs-471	23	3	“	"	PUNCT
iajs-471	23	4	the	the	DET
iajs-471	23	5	quality	quality	NOUN
iajs-471	23	6	or	or	CCONJ
iajs-471	23	7	state	state	NOUN
iajs-471	23	8	of	of	ADP
iajs-471	23	9	being	be	AUX
iajs-471	23	10	secured	secure	VERB
iajs-471	23	11	to	to	PART
iajs-471	23	12	be	be	AUX
iajs-471	23	13	free	free	ADJ
iajs-471	23	14	from	from	ADP
iajs-471	23	15	danger	danger	NOUN
iajs-471	23	16	.	.	PUNCT
iajs-471	23	17	”	"	PUNCT
iajs-471	23	18	.	.	PUNCT
iajs-471	24	1	in	in	ADP
iajs-471	24	2	other	other	ADJ
iajs-471	24	3	words	word	NOUN
iajs-471	24	4	,	,	PUNCT
iajs-471	24	5	protection	protection	NOUN
iajs-471	24	6	against	against	ADP
iajs-471	24	7	adversaries	adversary	NOUN
iajs-471	24	8	—	—	PUNCT
iajs-471	24	9	from	from	ADP
iajs-471	24	10	those	those	PRON
iajs-471	24	11	who	who	PRON
iajs-471	24	12	would	would	AUX
iajs-471	24	13	do	do	VERB
iajs-471	24	14	harm	harm	NOUN
iajs-471	24	15	,	,	PUNCT
iajs-471	24	16	intentionally	intentionally	ADV
iajs-471	24	17	or	or	CCONJ
iajs-471	24	18	otherwise	otherwise	ADV
iajs-471	24	19	—	—	PUNCT
iajs-471	24	20	is	be	AUX
iajs-471	24	21	the	the	DET
iajs-471	24	22	objective	objective	NOUN
iajs-471	24	23	.	.	PUNCT
iajs-471	25	1	national	national	ADJ
iajs-471	25	2	security	security	NOUN
iajs-471	25	3	,	,	PUNCT
iajs-471	25	4	for	for	ADP
iajs-471	25	5	example	example	NOUN
iajs-471	25	6	,	,	PUNCT
iajs-471	25	7	is	be	AUX
iajs-471	25	8	a	a	DET
iajs-471	25	9	multilayered	multilayere	VERB
iajs-471	25	10	system	system	NOUN
iajs-471	25	11	that	that	PRON
iajs-471	25	12	protects	protect	VERB
iajs-471	25	13	the	the	DET
iajs-471	25	14	sovereignty	sovereignty	NOUN
iajs-471	25	15	of	of	ADP
iajs-471	25	16	a	a	DET
iajs-471	25	17	state	state	NOUN
iajs-471	25	18	,	,	PUNCT
iajs-471	25	19	its	its	PRON
iajs-471	25	20	assets	asset	NOUN
iajs-471	25	21	,	,	PUNCT
iajs-471	25	22	its	its	PRON
iajs-471	25	23	resources	resource	NOUN
iajs-471	25	24	,	,	PUNCT
iajs-471	25	25	and	and	CCONJ
iajs-471	25	26	its	its	PRON
iajs-471	25	27	people	people	NOUN
iajs-471	25	28	.	.	PUNCT
iajs-471	26	1	achieving	achieve	VERB
iajs-471	26	2	the	the	DET
iajs-471	26	3	appropriate	appropriate	ADJ
iajs-471	26	4	level	level	NOUN
iajs-471	26	5	of	of	ADP
iajs-471	26	6	security	security	NOUN
iajs-471	26	7	for	for	ADP
iajs-471	26	8	an	an	DET
iajs-471	26	9	organization	organization	NOUN
iajs-471	26	10	also	also	ADV
iajs-471	26	11	requires	require	VERB
iajs-471	26	12	a	a	DET
iajs-471	26	13	multifaceted	multifaceted	ADJ
iajs-471	26	14	system	system	NOUN
iajs-471	26	15	.	.	PUNCT
iajs-471	27	1	a	a	DET
iajs-471	27	2	successful	successful	ADJ
iajs-471	27	3	organization	organization	NOUN
iajs-471	27	4	should	should	AUX
iajs-471	27	5	have	have	VERB
iajs-471	27	6	the	the	DET
iajs-471	27	7	following	follow	VERB
iajs-471	27	8	multiple	multiple	ADJ
iajs-471	27	9	layers	layer	NOUN
iajs-471	27	10	of	of	ADP
iajs-471	27	11	security	security	NOUN
iajs-471	27	12	in	in	ADP
iajs-471	27	13	place	place	NOUN
iajs-471	27	14	to	to	PART
iajs-471	27	15	protect	protect	VERB
iajs-471	27	16	its	its	PRON
iajs-471	27	17	operations	operation	NOUN
iajs-471	27	18	:	:	PUNCT
iajs-471	27	19	•	•	NUM
iajs-471	27	20	physical	physical	ADJ
iajs-471	27	21	security	security	NOUN
iajs-471	27	22	,	,	PUNCT
iajs-471	27	23	to	to	PART
iajs-471	27	24	protect	protect	VERB
iajs-471	27	25	physical	physical	ADJ
iajs-471	27	26	items	item	NOUN
iajs-471	27	27	,	,	PUNCT
iajs-471	27	28	objects	object	NOUN
iajs-471	27	29	,	,	PUNCT
iajs-471	27	30	or	or	CCONJ
iajs-471	27	31	areas	area	NOUN
iajs-471	27	32	from	from	ADP
iajs-471	27	33	unauthorized	unauthorized	ADJ
iajs-471	27	34	access	access	NOUN
iajs-471	27	35	and	and	CCONJ
iajs-471	27	36	misuse	misuse	NOUN
iajs-471	27	37	.	.	PUNCT
iajs-471	28	1	•	•	NUM
iajs-471	28	2	personnel	personnel	NOUN
iajs-471	28	3	security	security	NOUN
iajs-471	28	4	,	,	PUNCT
iajs-471	28	5	to	to	PART
iajs-471	28	6	protect	protect	VERB
iajs-471	28	7	the	the	DET
iajs-471	28	8	individual	individual	NOUN
iajs-471	28	9	or	or	CCONJ
iajs-471	28	10	group	group	NOUN
iajs-471	28	11	of	of	ADP
iajs-471	28	12	individuals	individual	NOUN
iajs-471	28	13	who	who	PRON
iajs-471	28	14	are	be	AUX
iajs-471	28	15	authorized	authorize	VERB
iajs-471	28	16	to	to	PART
iajs-471	28	17	access	access	VERB
iajs-471	28	18	the	the	DET
iajs-471	28	19	organization	organization	NOUN
iajs-471	28	20	and	and	CCONJ
iajs-471	28	21	its	its	PRON
iajs-471	28	22	operations	operation	NOUN
iajs-471	28	23	.	.	PUNCT
iajs-471	29	1	•	•	NUM
iajs-471	29	2	operations	operation	NOUN
iajs-471	29	3	security	security	NOUN
iajs-471	29	4	,	,	PUNCT
iajs-471	29	5	to	to	PART
iajs-471	29	6	protect	protect	VERB
iajs-471	29	7	the	the	DET
iajs-471	29	8	details	detail	NOUN
iajs-471	29	9	of	of	ADP
iajs-471	29	10	a	a	DET
iajs-471	29	11	particular	particular	ADJ
iajs-471	29	12	operation	operation	NOUN
iajs-471	29	13	or	or	CCONJ
iajs-471	29	14	series	series	NOUN
iajs-471	29	15	of	of	ADP
iajs-471	29	16	activities	activity	NOUN
iajs-471	29	17	.	.	PUNCT
iajs-471	30	1	•	•	NUM
iajs-471	30	2	communications	communication	NOUN
iajs-471	30	3	security	security	NOUN
iajs-471	30	4	,	,	PUNCT
iajs-471	30	5	to	to	PART
iajs-471	30	6	protect	protect	VERB
iajs-471	30	7	communications	communication	NOUN
iajs-471	30	8	media	medium	NOUN
iajs-471	30	9	,	,	PUNCT
iajs-471	30	10	technology	technology	NOUN
iajs-471	30	11	,	,	PUNCT
iajs-471	30	12	and	and	CCONJ
iajs-471	30	13	content	content	NOUN
iajs-471	30	14	.	.	PUNCT
iajs-471	31	1	•	•	NUM
iajs-471	31	2	network	network	NOUN
iajs-471	31	3	security	security	NOUN
iajs-471	31	4	,	,	PUNCT
iajs-471	31	5	to	to	PART
iajs-471	31	6	protect	protect	VERB
iajs-471	31	7	networking	network	VERB
iajs-471	31	8	components	component	NOUN
iajs-471	31	9	,	,	PUNCT
iajs-471	31	10	connections	connection	NOUN
iajs-471	31	11	,	,	PUNCT
iajs-471	31	12	and	and	CCONJ
iajs-471	31	13	contents	content	NOUN
iajs-471	31	14	.	.	PUNCT
iajs-471	32	1	•	•	NUM
iajs-471	32	2	information	information	NOUN
iajs-471	32	3	security	security	NOUN
iajs-471	32	4	,	,	PUNCT
iajs-471	32	5	to	to	PART
iajs-471	32	6	protect	protect	VERB
iajs-471	32	7	the	the	DET
iajs-471	32	8	confidentiality	confidentiality	NOUN
iajs-471	32	9	,	,	PUNCT
iajs-471	32	10	integrity	integrity	NOUN
iajs-471	32	11	and	and	CCONJ
iajs-471	32	12	availability	availability	NOUN
iajs-471	32	13	of	of	ADP
iajs-471	32	14	information	information	NOUN
iajs-471	32	15	assets	asset	NOUN
iajs-471	32	16	,	,	PUNCT
iajs-471	32	17	whether	whether	SCONJ
iajs-471	32	18	in	in	ADP
iajs-471	32	19	storage	storage	NOUN
iajs-471	32	20	,	,	PUNCT
iajs-471	32	21	processing	processing	NOUN
iajs-471	32	22	,	,	PUNCT
iajs-471	32	23	or	or	CCONJ
iajs-471	32	24	transmission	transmission	NOUN
iajs-471	33	1	[	[	X
iajs-471	33	2	3	3	NUM
iajs-471	33	3	]	]	PUNCT
iajs-471	33	4	.	.	PUNCT
iajs-471	34	1	the	the	DET
iajs-471	34	2	security	security	NOUN
iajs-471	34	3	requirements	requirement	NOUN
iajs-471	34	4	of	of	ADP
iajs-471	34	5	the	the	DET
iajs-471	34	6	today	today	NOUN
iajs-471	34	7	’s	’s	PART
iajs-471	34	8	society	society	NOUN
iajs-471	34	9	have	have	AUX
iajs-471	34	10	placed	place	VERB
iajs-471	34	11	biometrics	biometric	NOUN
iajs-471	34	12	at	at	ADP
iajs-471	34	13	the	the	DET
iajs-471	34	14	center	center	NOUN
iajs-471	34	15	of	of	ADP
iajs-471	34	16	a	a	DET
iajs-471	34	17	large	large	ADJ
iajs-471	34	18	debate	debate	NOUN
iajs-471	34	19	,	,	PUNCT
iajs-471	34	20	as	as	SCONJ
iajs-471	34	21	it	it	PRON
iajs-471	34	22	is	be	AUX
iajs-471	34	23	becoming	become	VERB
iajs-471	34	24	a	a	DET
iajs-471	34	25	key	key	ADJ
iajs-471	34	26	aspect	aspect	NOUN
iajs-471	34	27	in	in	ADP
iajs-471	34	28	a	a	DET
iajs-471	34	29	multitude	multitude	NOUN
iajs-471	34	30	of	of	ADP
iajs-471	34	31	applications	application	NOUN
iajs-471	34	32	.	.	PUNCT
iajs-471	35	1	what	what	PRON
iajs-471	35	2	biological	biological	ADJ
iajs-471	35	3	measurements	measurement	NOUN
iajs-471	35	4	are	be	AUX
iajs-471	35	5	qualified	qualified	ADJ
iajs-471	35	6	to	to	PART
iajs-471	35	7	be	be	AUX
iajs-471	35	8	a	a	DET
iajs-471	35	9	biometric	biometric	NOUN
iajs-471	35	10	?	?	PUNCT
iajs-471	36	1	any	any	DET
iajs-471	36	2	human	human	ADJ
iajs-471	36	3	physiological	physiological	ADJ
iajs-471	36	4	and/or	and/or	CCONJ
iajs-471	36	5	behavioral	behavioral	ADJ
iajs-471	36	6	characteristic	characteristic	NOUN
iajs-471	36	7	can	can	AUX
iajs-471	36	8	be	be	AUX
iajs-471	36	9	used	use	VERB
iajs-471	36	10	as	as	ADP
iajs-471	36	11	a	a	DET
iajs-471	36	12	biometric	biometric	ADJ
iajs-471	36	13	characteristic	characteristic	NOUN
iajs-471	36	14	as	as	ADV
iajs-471	36	15	long	long	ADV
iajs-471	36	16	as	as	SCONJ
iajs-471	36	17	it	it	PRON
iajs-471	36	18	satisfies	satisfy	VERB
iajs-471	36	19	the	the	DET
iajs-471	36	20	following	follow	VERB
iajs-471	36	21	requirements	requirement	NOUN
iajs-471	36	22	:	:	PUNCT
iajs-471	36	23	•	•	NUM
iajs-471	36	24	universality	universality	NOUN
iajs-471	36	25	:	:	PUNCT
iajs-471	36	26	each	each	DET
iajs-471	36	27	person	person	NOUN
iajs-471	36	28	should	should	AUX
iajs-471	36	29	have	have	AUX
iajs-471	36	30	the	the	DET
iajs-471	36	31	characteristic	characteristic	NOUN
iajs-471	36	32	.	.	PUNCT
iajs-471	37	1	•	•	NUM
iajs-471	37	2	distinctiveness	distinctiveness	NOUN
iajs-471	37	3	:	:	PUNCT
iajs-471	37	4	any	any	DET
iajs-471	37	5	two	two	NUM
iajs-471	37	6	persons	person	NOUN
iajs-471	37	7	should	should	AUX
iajs-471	37	8	be	be	AUX
iajs-471	37	9	sufficiently	sufficiently	ADV
iajs-471	37	10	different	different	ADJ
iajs-471	37	11	in	in	ADP
iajs-471	37	12	terms	term	NOUN
iajs-471	37	13	of	of	ADP
iajs-471	37	14	the	the	DET
iajs-471	37	15	characteristic	characteristic	NOUN
iajs-471	37	16	.	.	PUNCT
iajs-471	38	1	•	•	NOUN
iajs-471	38	2	permanence	permanence	NOUN
iajs-471	38	3	:	:	PUNCT
iajs-471	38	4	the	the	DET
iajs-471	38	5	characteristic	characteristic	NOUN
iajs-471	38	6	should	should	AUX
iajs-471	38	7	be	be	AUX
iajs-471	38	8	sufficiently	sufficiently	ADV
iajs-471	38	9	invariant	invariant	ADJ
iajs-471	38	10	(	(	PUNCT
iajs-471	38	11	with	with	ADP
iajs-471	38	12	respect	respect	NOUN
iajs-471	38	13	to	to	ADP
iajs-471	38	14	the	the	DET
iajs-471	38	15	matching	matching	NOUN
iajs-471	38	16	criterion	criterion	NOUN
iajs-471	38	17	)	)	PUNCT
iajs-471	38	18	over	over	ADP
iajs-471	38	19	a	a	DET
iajs-471	38	20	period	period	NOUN
iajs-471	38	21	of	of	ADP
iajs-471	38	22	time	time	NOUN
iajs-471	38	23	.	.	PUNCT
iajs-471	39	1	•	•	NUM
iajs-471	39	2	collectability	collectability	NOUN
iajs-471	39	3	:	:	PUNCT
iajs-471	39	4	the	the	DET
iajs-471	39	5	characteristic	characteristic	NOUN
iajs-471	39	6	can	can	AUX
iajs-471	39	7	be	be	AUX
iajs-471	39	8	measured	measure	VERB
iajs-471	39	9	quantitatively	quantitatively	ADV
iajs-471	39	10	[	[	X
iajs-471	39	11	4	4	NUM
iajs-471	39	12	]	]	PUNCT
iajs-471	39	13	.	.	PUNCT
iajs-471	40	1	biometrics	biometric	NOUN
iajs-471	40	2	biometrics	biometrics	PROPN
iajs-471	40	3	is	be	AUX
iajs-471	40	4	the	the	DET
iajs-471	40	5	analysis	analysis	NOUN
iajs-471	40	6	of	of	ADP
iajs-471	40	7	biological	biological	ADJ
iajs-471	40	8	observations	observation	NOUN
iajs-471	40	9	and	and	CCONJ
iajs-471	40	10	phenomena	phenomenon	NOUN
iajs-471	40	11	.	.	PUNCT
iajs-471	41	1	people	people	NOUN
iajs-471	41	2	routinely	routinely	ADV
iajs-471	41	3	use	use	VERB
iajs-471	41	4	biometrics	biometric	NOUN
iajs-471	41	5	to	to	PART
iajs-471	41	6	recognize	recognize	VERB
iajs-471	41	7	other	other	ADJ
iajs-471	41	8	people	people	NOUN
iajs-471	41	9	,	,	PUNCT
iajs-471	41	10	commonly	commonly	ADV
iajs-471	41	11	using	use	VERB
iajs-471	41	12	the	the	DET
iajs-471	41	13	shape	shape	NOUN
iajs-471	41	14	of	of	ADP
iajs-471	41	15	a	a	DET
iajs-471	41	16	face	face	NOUN
iajs-471	41	17	or	or	CCONJ
iajs-471	41	18	the	the	DET
iajs-471	41	19	sound	sound	NOUN
iajs-471	41	20	of	of	ADP
iajs-471	41	21	a	a	DET
iajs-471	41	22	voice	voice	NOUN
iajs-471	41	23	to	to	PART
iajs-471	41	24	do	do	VERB
iajs-471	41	25	so	so	ADV
iajs-471	41	26	.	.	PUNCT
iajs-471	42	1	biometrics	biometric	NOUN
iajs-471	42	2	can	can	AUX
iajs-471	42	3	also	also	ADV
iajs-471	42	4	be	be	AUX
iajs-471	42	5	used	use	VERB
iajs-471	42	6	to	to	PART
iajs-471	42	7	create	create	VERB
iajs-471	42	8	automated	automate	VERB
iajs-471	42	9	ways	way	NOUN
iajs-471	42	10	of	of	ADP
iajs-471	42	11	recognizing	recognize	VERB
iajs-471	42	12	a	a	DET
iajs-471	42	13	person	person	NOUN
iajs-471	42	14	based	base	VERB
iajs-471	42	15	on	on	ADP
iajs-471	42	16	her	her	PRON
iajs-471	42	17	physiological	physiological	ADJ
iajs-471	42	18	or	or	CCONJ
iajs-471	42	19	behavioral	behavioral	ADJ
iajs-471	42	20	characteristics	characteristic	NOUN
iajs-471	42	21	.	.	PUNCT
iajs-471	43	1	using	use	VERB
iajs-471	43	2	biometrics	biometric	NOUN
iajs-471	43	3	as	as	ADP
iajs-471	43	4	the	the	DET
iajs-471	43	5	basis	basis	NOUN
iajs-471	43	6	of	of	ADP
iajs-471	43	7	technologies	technology	NOUN
iajs-471	43	8	that	that	PRON
iajs-471	43	9	can	can	AUX
iajs-471	43	10	be	be	AUX
iajs-471	43	11	used	use	VERB
iajs-471	43	12	to	to	PART
iajs-471	43	13	recognize	recognize	VERB
iajs-471	43	14	people	people	NOUN
iajs-471	43	15	[	[	X
iajs-471	43	16	5	5	NUM
iajs-471	43	17	]	]	PUNCT
iajs-471	43	18	.	.	PUNCT
iajs-471	44	1	a	a	DET
iajs-471	44	2	biometric	biometric	ADJ
iajs-471	44	3	system	system	NOUN
iajs-471	44	4	is	be	AUX
iajs-471	44	5	essentially	essentially	ADV
iajs-471	44	6	a	a	DET
iajs-471	44	7	pattern	pattern	NOUN
iajs-471	44	8	recognition	recognition	NOUN
iajs-471	44	9	system	system	NOUN
iajs-471	44	10	that	that	PRON
iajs-471	44	11	makes	make	VERB
iajs-471	44	12	use	use	NOUN
iajs-471	44	13	of	of	ADP
iajs-471	44	14	biometric	biometric	ADJ
iajs-471	44	15	traits	trait	NOUN
iajs-471	44	16	to	to	PART
iajs-471	44	17	recognize	recognize	VERB
iajs-471	44	18	individuals	individual	NOUN
iajs-471	44	19	.	.	PUNCT
iajs-471	45	1	the	the	DET
iajs-471	45	2	objective	objective	NOUN
iajs-471	45	3	is	be	AUX
iajs-471	45	4	to	to	PART
iajs-471	45	5	establish	establish	VERB
iajs-471	45	6	an	an	DET
iajs-471	45	7	identity	identity	NOUN
iajs-471	45	8	based	base	VERB
iajs-471	45	9	on	on	ADP
iajs-471	45	10	'	'	PUNCT
iajs-471	45	11	who	who	PRON
iajs-471	45	12	you	you	PRON
iajs-471	45	13	are	be	AUX
iajs-471	45	14	or	or	CCONJ
iajs-471	45	15	what	what	PRON
iajs-471	45	16	you	you	PRON
iajs-471	45	17	produce	produce	VERB
iajs-471	45	18	'	'	PUNCT
iajs-471	45	19	,	,	PUNCT
iajs-471	45	20	rather	rather	ADV
iajs-471	45	21	than	than	ADP
iajs-471	45	22	by	by	ADP
iajs-471	45	23	'	'	PUNCT
iajs-471	45	24	what	what	PRON
iajs-471	45	25	you	you	PRON
iajs-471	45	26	possess	possess	VERB
iajs-471	45	27	'	'	PUNCT
iajs-471	45	28	or	or	CCONJ
iajs-471	45	29	'	'	PUNCT
iajs-471	45	30	what	what	PRON
iajs-471	45	31	you	you	PRON
iajs-471	45	32	know	know	VERB
iajs-471	45	33	'	'	PUNCT
iajs-471	45	34	.	.	PUNCT
iajs-471	46	1	the	the	DET
iajs-471	46	2	significance	significance	NOUN
iajs-471	46	3	of	of	ADP
iajs-471	46	4	using	use	VERB
iajs-471	46	5	biometrics	biometric	NOUN
iajs-471	46	6	has	have	AUX
iajs-471	46	7	been	be	AUX
iajs-471	46	8	reinforced	reinforce	VERB
iajs-471	46	9	by	by	ADP
iajs-471	46	10	the	the	DET
iajs-471	46	11	need	need	NOUN
iajs-471	46	12	for	for	ADP
iajs-471	46	13	large	large	ADJ
iajs-471	46	14	scale	scale	NOUN
iajs-471	46	15	identity	identity	NOUN
iajs-471	46	16	management	management	NOUN
iajs-471	46	17	systems	system	NOUN
iajs-471	46	18	.	.	PUNCT
iajs-471	47	1	the	the	DET
iajs-471	47	2	very	very	ADJ
iajs-471	47	3	purpose	purpose	NOUN
iajs-471	47	4	of	of	ADP
iajs-471	47	5	identity	identity	NOUN
iajs-471	47	6	management	management	NOUN
iajs-471	47	7	is	be	AUX
iajs-471	47	8	to	to	PART
iajs-471	47	9	accurately	accurately	ADV
iajs-471	47	10	determine	determine	VERB
iajs-471	47	11	an	an	DET
iajs-471	47	12	individual‘s	individual‘s	NOUN
iajs-471	47	13	identity	identity	NOUN
iajs-471	47	14	in	in	ADP
iajs-471	47	15	the	the	DET
iajs-471	47	16	context	context	NOUN
iajs-471	47	17	of	of	ADP
iajs-471	47	18	386	386	NUM
iajs-471	47	19	|	|	NOUN
iajs-471	47	20	computer	computer	NOUN
iajs-471	47	21	science	science	NOUN
iajs-471	47	22	@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	PROPN
iajs-471	47	23	�	�	PROPN
iajs-471	47	24	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	NUM
iajs-471	47	25	:	:	PUNCT
iajs-471	47	26	a@âig@ú‹	a@âig@ú‹	PROPN
iajs-471	47	27	©	©	PROPN
iajs-471	47	28	@ü‹1a26@@öü»€a@i2@‚b«@h2013	@ü‹1a26@@öü»€a@i2@‚b«@h2013	PROPN
iajs-471	47	29	ibn	ibn	PROPN
iajs-471	47	30	al	al	PROPN
iajs-471	47	31	-	-	PUNCT
iajs-471	47	32	haitham	haitham	PROPN
iajs-471	47	33	jour	jour	X
iajs-471	47	34	.	.	PROPN
iajs-471	47	35	for	for	ADP
iajs-471	47	36	pure	pure	ADJ
iajs-471	47	37	&	&	CCONJ
iajs-471	47	38	appl	appl	PROPN
iajs-471	47	39	.	.	PUNCT
iajs-471	48	1	sci	sci	PROPN
iajs-471	48	2	.	.	PUNCT
iajs-471	48	3	vol	vol	NOUN
iajs-471	48	4	.	.	PROPN
iajs-471	49	1	26	26	NUM
iajs-471	49	2	(	(	PUNCT
iajs-471	49	3	2	2	NUM
iajs-471	49	4	)	)	PUNCT
iajs-471	49	5	2013	2013	NUM
iajs-471	49	6	several	several	ADJ
iajs-471	49	7	different	different	ADJ
iajs-471	49	8	applications	application	NOUN
iajs-471	49	9	.	.	PUNCT
iajs-471	50	1	this	this	DET
iajs-471	50	2	new	new	ADJ
iajs-471	50	3	technique	technique	NOUN
iajs-471	50	4	not	not	PART
iajs-471	50	5	only	only	ADV
iajs-471	50	6	provides	provide	VERB
iajs-471	50	7	enhanced	enhanced	ADJ
iajs-471	50	8	security	security	NOUN
iajs-471	50	9	but	but	CCONJ
iajs-471	50	10	also	also	ADV
iajs-471	50	11	avoids	avoid	VERB
iajs-471	50	12	,	,	PUNCT
iajs-471	50	13	in	in	ADP
iajs-471	50	14	authentication	authentication	NOUN
iajs-471	50	15	the	the	DET
iajs-471	50	16	need	need	NOUN
iajs-471	50	17	to	to	PART
iajs-471	50	18	remember	remember	VERB
iajs-471	50	19	several	several	ADJ
iajs-471	50	20	passwords	password	NOUN
iajs-471	50	21	and	and	CCONJ
iajs-471	50	22	maintain	maintain	VERB
iajs-471	50	23	multiple	multiple	ADJ
iajs-471	50	24	authentication	authentication	NOUN
iajs-471	50	25	tokens	token	NOUN
iajs-471	51	1	[	[	X
iajs-471	51	2	6	6	NUM
iajs-471	51	3	]	]	PUNCT
iajs-471	51	4	.	.	PUNCT
iajs-471	52	1	biometrics	biometric	NOUN
iajs-471	52	2	systems	system	NOUN
iajs-471	52	3	can	can	AUX
iajs-471	52	4	be	be	AUX
iajs-471	52	5	used	use	VERB
iajs-471	52	6	as	as	ADP
iajs-471	52	7	a	a	DET
iajs-471	52	8	means	means	NOUN
iajs-471	52	9	of	of	ADP
iajs-471	52	10	authenticating	authenticate	VERB
iajs-471	52	11	a	a	DET
iajs-471	52	12	user	user	NOUN
iajs-471	52	13	.	.	PUNCT
iajs-471	53	1	when	when	SCONJ
iajs-471	53	2	they	they	PRON
iajs-471	53	3	are	be	AUX
iajs-471	53	4	used	use	VERB
iajs-471	53	5	in	in	ADP
iajs-471	53	6	this	this	DET
iajs-471	53	7	way	way	NOUN
iajs-471	53	8	,	,	PUNCT
iajs-471	53	9	a	a	DET
iajs-471	53	10	user	user	NOUN
iajs-471	53	11	presents	present	VERB
iajs-471	53	12	his	his	PRON
iajs-471	53	13	biometric	biometric	ADJ
iajs-471	53	14	data	datum	NOUN
iajs-471	53	15	along	along	ADP
iajs-471	53	16	with	with	ADP
iajs-471	53	17	his	his	PRON
iajs-471	53	18	identity	identity	NOUN
iajs-471	53	19	,	,	PUNCT
iajs-471	53	20	and	and	CCONJ
iajs-471	53	21	the	the	DET
iajs-471	53	22	biometric	biometric	ADJ
iajs-471	53	23	system	system	NOUN
iajs-471	53	24	decides	decide	VERB
iajs-471	53	25	whether	whether	SCONJ
iajs-471	53	26	or	or	CCONJ
iajs-471	53	27	not	not	PART
iajs-471	53	28	the	the	DET
iajs-471	53	29	biometric	biometric	ADJ
iajs-471	53	30	data	datum	NOUN
iajs-471	53	31	presented	present	VERB
iajs-471	53	32	is	be	AUX
iajs-471	53	33	correct	correct	ADJ
iajs-471	53	34	for	for	ADP
iajs-471	53	35	that	that	DET
iajs-471	53	36	identity	identity	NOUN
iajs-471	53	37	.	.	PUNCT
iajs-471	54	1	biometrics	biometric	NOUN
iajs-471	54	2	used	use	VERB
iajs-471	54	3	as	as	ADP
iajs-471	54	4	a	a	DET
iajs-471	54	5	method	method	NOUN
iajs-471	54	6	of	of	ADP
iajs-471	54	7	authentication	authentication	NOUN
iajs-471	54	8	can	can	AUX
iajs-471	54	9	be	be	AUX
iajs-471	54	10	very	very	ADV
iajs-471	54	11	useful	useful	ADJ
iajs-471	54	12	,	,	PUNCT
iajs-471	54	13	but	but	CCONJ
iajs-471	54	14	authentication	authentication	NOUN
iajs-471	54	15	systems	system	NOUN
iajs-471	54	16	based	base	VERB
iajs-471	54	17	on	on	ADP
iajs-471	54	18	biometrics	biometric	NOUN
iajs-471	54	19	also	also	ADV
iajs-471	54	20	have	have	VERB
iajs-471	54	21	very	very	ADV
iajs-471	54	22	different	different	ADJ
iajs-471	54	23	properties	property	NOUN
iajs-471	54	24	from	from	ADP
iajs-471	54	25	other	other	ADJ
iajs-471	54	26	authentication	authentication	NOUN
iajs-471	54	27	technologies	technology	NOUN
iajs-471	54	28	,	,	PUNCT
iajs-471	54	29	and	and	CCONJ
iajs-471	54	30	these	these	DET
iajs-471	54	31	differences	difference	NOUN
iajs-471	54	32	should	should	AUX
iajs-471	54	33	be	be	AUX
iajs-471	54	34	understood	understand	VERB
iajs-471	54	35	before	before	SCONJ
iajs-471	54	36	biometrics	biometric	NOUN
iajs-471	54	37	are	be	AUX
iajs-471	54	38	used	use	VERB
iajs-471	54	39	as	as	ADP
iajs-471	54	40	part	part	NOUN
iajs-471	54	41	of	of	ADP
iajs-471	54	42	an	an	DET
iajs-471	54	43	information	information	NOUN
iajs-471	54	44	security	security	NOUN
iajs-471	54	45	system	system	NOUN
iajs-471	54	46	.	.	PUNCT
iajs-471	55	1	systems	system	NOUN
iajs-471	55	2	based	base	VERB
iajs-471	55	3	on	on	ADP
iajs-471	55	4	biometrics	biometric	NOUN
iajs-471	55	5	can	can	AUX
iajs-471	55	6	also	also	ADV
iajs-471	55	7	be	be	AUX
iajs-471	55	8	used	use	VERB
iajs-471	55	9	as	as	ADP
iajs-471	55	10	a	a	DET
iajs-471	55	11	means	means	NOUN
iajs-471	55	12	of	of	ADP
iajs-471	55	13	identification	identification	NOUN
iajs-471	55	14	.	.	PUNCT
iajs-471	56	1	when	when	SCONJ
iajs-471	56	2	they	they	PRON
iajs-471	56	3	are	be	AUX
iajs-471	56	4	used	use	VERB
iajs-471	56	5	in	in	ADP
iajs-471	56	6	this	this	DET
iajs-471	56	7	way	way	NOUN
iajs-471	56	8	,	,	PUNCT
iajs-471	56	9	captured	capture	VERB
iajs-471	56	10	biometric	biometric	ADJ
iajs-471	56	11	data	datum	NOUN
iajs-471	56	12	is	be	AUX
iajs-471	56	13	compared	compare	VERB
iajs-471	56	14	to	to	ADP
iajs-471	56	15	entries	entry	NOUN
iajs-471	56	16	in	in	ADP
iajs-471	56	17	a	a	DET
iajs-471	56	18	database	database	NOUN
iajs-471	56	19	,	,	PUNCT
iajs-471	56	20	and	and	CCONJ
iajs-471	56	21	the	the	DET
iajs-471	56	22	biometric	biometric	ADJ
iajs-471	56	23	system	system	NOUN
iajs-471	56	24	determines	determine	VERB
iajs-471	56	25	whether	whether	SCONJ
iajs-471	56	26	or	or	CCONJ
iajs-471	56	27	not	not	PART
iajs-471	56	28	,	,	PUNCT
iajs-471	56	29	the	the	DET
iajs-471	56	30	biometric	biometric	ADJ
iajs-471	56	31	data	datum	NOUN
iajs-471	56	32	presented	present	VERB
iajs-471	56	33	matches	match	VERB
iajs-471	56	34	any	any	PRON
iajs-471	56	35	of	of	ADP
iajs-471	56	36	these	these	DET
iajs-471	56	37	existing	exist	VERB
iajs-471	56	38	entries	entry	NOUN
iajs-471	56	39	.	.	PUNCT
iajs-471	57	1	when	when	SCONJ
iajs-471	57	2	biometrics	biometric	NOUN
iajs-471	57	3	are	be	AUX
iajs-471	57	4	used	use	VERB
iajs-471	57	5	for	for	ADP
iajs-471	57	6	identification	identification	NOUN
iajs-471	57	7	,	,	PUNCT
iajs-471	57	8	they	they	PRON
iajs-471	57	9	have	have	VERB
iajs-471	57	10	a	a	DET
iajs-471	57	11	property	property	NOUN
iajs-471	57	12	that	that	PRON
iajs-471	57	13	many	many	ADJ
iajs-471	57	14	other	other	ADJ
iajs-471	57	15	identification	identification	NOUN
iajs-471	57	16	systems	system	NOUN
iajs-471	57	17	do	do	AUX
iajs-471	57	18	not	not	PART
iajs-471	57	19	have	have	VERB
iajs-471	57	20	.	.	PUNCT
iajs-471	58	1	in	in	ADP
iajs-471	58	2	particular	particular	ADJ
iajs-471	58	3	,	,	PUNCT
iajs-471	58	4	biometrics	biometric	NOUN
iajs-471	58	5	do	do	AUX
iajs-471	58	6	not	not	PART
iajs-471	58	7	always	always	ADV
iajs-471	58	8	require	require	VERB
iajs-471	58	9	the	the	DET
iajs-471	58	10	active	active	ADJ
iajs-471	58	11	participation	participation	NOUN
iajs-471	58	12	of	of	ADP
iajs-471	58	13	a	a	DET
iajs-471	58	14	subject	subject	NOUN
iajs-471	58	15	[	[	X
iajs-471	58	16	5	5	NUM
iajs-471	58	17	]	]	PUNCT
iajs-471	58	18	.	.	PUNCT
iajs-471	59	1	on	on	ADP
iajs-471	59	2	-	-	PUNCT
iajs-471	59	3	line	line	NOUN
iajs-471	59	4	verification	verification	NOUN
iajs-471	59	5	must	must	AUX
iajs-471	59	6	be	be	AUX
iajs-471	59	7	differentiated	differentiate	VERB
iajs-471	59	8	from	from	ADP
iajs-471	59	9	off	off	ADP
iajs-471	59	10	-	-	PUNCT
iajs-471	59	11	line	line	NOUN
iajs-471	59	12	verification	verification	NOUN
iajs-471	59	13	,	,	PUNCT
iajs-471	59	14	as	as	SCONJ
iajs-471	59	15	the	the	DET
iajs-471	59	16	number	number	NOUN
iajs-471	59	17	of	of	ADP
iajs-471	59	18	features	feature	NOUN
iajs-471	59	19	,	,	PUNCT
iajs-471	59	20	which	which	PRON
iajs-471	59	21	may	may	AUX
iajs-471	59	22	be	be	AUX
iajs-471	59	23	extracted	extract	VERB
iajs-471	59	24	from	from	ADP
iajs-471	59	25	on	on	ADP
iajs-471	59	26	-	-	PUNCT
iajs-471	59	27	line	line	NOUN
iajs-471	59	28	mediums	medium	NOUN
iajs-471	59	29	,	,	PUNCT
iajs-471	59	30	surpass	surpass	VERB
iajs-471	59	31	those	those	PRON
iajs-471	59	32	obtained	obtain	VERB
iajs-471	59	33	from	from	ADP
iajs-471	59	34	off	off	ADP
iajs-471	59	35	-	-	PUNCT
iajs-471	59	36	line	line	NOUN
iajs-471	59	37	verification	verification	NOUN
iajs-471	59	38	i.e.	i.e.	X
iajs-471	59	39	time	time	NOUN
iajs-471	59	40	,	,	PUNCT
iajs-471	59	41	pressure	pressure	NOUN
iajs-471	59	42	and	and	CCONJ
iajs-471	59	43	velocity	velocity	NOUN
iajs-471	59	44	can	can	AUX
iajs-471	59	45	be	be	AUX
iajs-471	59	46	extracted	extract	VERB
iajs-471	59	47	from	from	ADP
iajs-471	59	48	on	on	ADP
iajs-471	59	49	-	-	PUNCT
iajs-471	59	50	line	line	NOUN
iajs-471	59	51	modes	mode	NOUN
iajs-471	59	52	of	of	ADP
iajs-471	59	53	verification	verification	NOUN
iajs-471	59	54	[	[	X
iajs-471	59	55	7	7	NUM
iajs-471	59	56	]	]	PUNCT
iajs-471	59	57	.	.	PUNCT
iajs-471	60	1	biometric	biometric	ADJ
iajs-471	60	2	system	system	NOUN
iajs-471	60	3	all	all	DET
iajs-471	60	4	biometric	biometric	ADJ
iajs-471	60	5	systems	system	NOUN
iajs-471	60	6	consist	consist	VERB
iajs-471	60	7	of	of	ADP
iajs-471	60	8	three	three	NUM
iajs-471	60	9	basic	basic	ADJ
iajs-471	60	10	elements	element	NOUN
iajs-471	60	11	:	:	PUNCT
iajs-471	60	12	•	•	NUM
iajs-471	60	13	enrollment	enrollment	NOUN
iajs-471	60	14	or	or	CCONJ
iajs-471	60	15	the	the	DET
iajs-471	60	16	process	process	NOUN
iajs-471	60	17	of	of	ADP
iajs-471	60	18	collecting	collect	VERB
iajs-471	60	19	biometric	biometric	ADJ
iajs-471	60	20	samples	sample	NOUN
iajs-471	60	21	from	from	ADP
iajs-471	60	22	an	an	DET
iajs-471	60	23	individual	individual	NOUN
iajs-471	60	24	,	,	PUNCT
iajs-471	60	25	known	know	VERB
iajs-471	60	26	as	as	ADP
iajs-471	60	27	the	the	DET
iajs-471	60	28	enrollee	enrollee	PROPN
iajs-471	60	29	,	,	PUNCT
iajs-471	60	30	and	and	CCONJ
iajs-471	60	31	the	the	DET
iajs-471	60	32	subsequent	subsequent	ADJ
iajs-471	60	33	generation	generation	NOUN
iajs-471	60	34	of	of	ADP
iajs-471	60	35	template	template	NOUN
iajs-471	60	36	.	.	PUNCT
iajs-471	61	1	•	•	NUM
iajs-471	61	2	templates	template	NOUN
iajs-471	61	3	,	,	PUNCT
iajs-471	61	4	or	or	CCONJ
iajs-471	61	5	the	the	DET
iajs-471	61	6	data	datum	NOUN
iajs-471	61	7	representing	represent	VERB
iajs-471	61	8	the	the	DET
iajs-471	61	9	enrollee‘s	enrollee‘s	NOUN
iajs-471	61	10	biometric	biometric	NOUN
iajs-471	61	11	.	.	PUNCT
iajs-471	62	1	•	•	NUM
iajs-471	62	2	matching	matching	NOUN
iajs-471	62	3	,	,	PUNCT
iajs-471	62	4	or	or	CCONJ
iajs-471	62	5	the	the	DET
iajs-471	62	6	process	process	NOUN
iajs-471	62	7	of	of	ADP
iajs-471	62	8	comparing	compare	VERB
iajs-471	62	9	a	a	DET
iajs-471	62	10	live	live	ADJ
iajs-471	62	11	biometric	biometric	ADJ
iajs-471	62	12	sample	sample	NOUN
iajs-471	62	13	against	against	ADP
iajs-471	62	14	one	one	NUM
iajs-471	62	15	or	or	CCONJ
iajs-471	62	16	many	many	ADJ
iajs-471	62	17	templates	template	NOUN
iajs-471	62	18	in	in	ADP
iajs-471	62	19	the	the	DET
iajs-471	62	20	system	system	NOUN
iajs-471	62	21	database	database	NOUN
iajs-471	63	1	[	[	X
iajs-471	63	2	6	6	NUM
iajs-471	63	3	]	]	PUNCT
iajs-471	63	4	.	.	PUNCT
iajs-471	64	1	biometric	biometric	ADJ
iajs-471	64	2	system	system	NOUN
iajs-471	64	3	refers	refer	VERB
iajs-471	64	4	to	to	ADP
iajs-471	64	5	the	the	DET
iajs-471	64	6	various	various	ADJ
iajs-471	64	7	individual	individual	ADJ
iajs-471	64	8	components	component	NOUN
iajs-471	64	9	(	(	PUNCT
iajs-471	64	10	like	like	ADP
iajs-471	64	11	sensors	sensor	NOUN
iajs-471	64	12	,	,	PUNCT
iajs-471	64	13	matching	match	VERB
iajs-471	64	14	algorithm	algorithm	NOUN
iajs-471	64	15	,	,	PUNCT
iajs-471	64	16	and	and	CCONJ
iajs-471	64	17	result	result	NOUN
iajs-471	64	18	display	display	NOUN
iajs-471	64	19	)	)	PUNCT
iajs-471	64	20	that	that	PRON
iajs-471	64	21	combine	combine	VERB
iajs-471	64	22	to	to	PART
iajs-471	64	23	make	make	VERB
iajs-471	64	24	an	an	DET
iajs-471	64	25	operational	operational	ADJ
iajs-471	64	26	biometric	biometric	ADJ
iajs-471	64	27	system	system	NOUN
iajs-471	64	28	.	.	PUNCT
iajs-471	65	1	a	a	DET
iajs-471	65	2	biometric	biometric	ADJ
iajs-471	65	3	system	system	NOUN
iajs-471	65	4	is	be	AUX
iajs-471	65	5	an	an	DET
iajs-471	65	6	automated	automate	VERB
iajs-471	65	7	system	system	NOUN
iajs-471	65	8	capable	capable	ADJ
iajs-471	65	9	of	of	ADP
iajs-471	65	10	:	:	PUNCT
iajs-471	65	11	1	1	X
iajs-471	65	12	.	.	X
iajs-471	65	13	capturing	capture	VERB
iajs-471	65	14	a	a	DET
iajs-471	65	15	biometric	biometric	ADJ
iajs-471	65	16	sample	sample	NOUN
iajs-471	65	17	from	from	ADP
iajs-471	65	18	an	an	DET
iajs-471	65	19	end	end	NOUN
iajs-471	65	20	user	user	NOUN
iajs-471	65	21	2	2	NUM
iajs-471	65	22	.	.	PUNCT
iajs-471	65	23	extracting	extract	VERB
iajs-471	65	24	and	and	CCONJ
iajs-471	65	25	processing	process	VERB
iajs-471	65	26	the	the	DET
iajs-471	65	27	biometric	biometric	ADJ
iajs-471	65	28	data	datum	NOUN
iajs-471	65	29	from	from	ADP
iajs-471	65	30	that	that	DET
iajs-471	65	31	sample	sample	NOUN
iajs-471	65	32	3	3	X
iajs-471	65	33	.	.	PUNCT
iajs-471	65	34	storing	store	VERB
iajs-471	65	35	the	the	DET
iajs-471	65	36	extracted	extract	VERB
iajs-471	65	37	information	information	NOUN
iajs-471	65	38	in	in	ADP
iajs-471	65	39	a	a	DET
iajs-471	65	40	database	database	NOUN
iajs-471	65	41	4	4	NUM
iajs-471	65	42	.	.	PUNCT
iajs-471	65	43	comparing	compare	VERB
iajs-471	65	44	the	the	DET
iajs-471	65	45	biometric	biometric	ADJ
iajs-471	65	46	data	datum	NOUN
iajs-471	65	47	with	with	ADP
iajs-471	65	48	data	datum	NOUN
iajs-471	65	49	contained	contain	VERB
iajs-471	65	50	in	in	ADP
iajs-471	65	51	one	one	NUM
iajs-471	65	52	or	or	CCONJ
iajs-471	65	53	more	more	ADJ
iajs-471	65	54	reference	reference	NOUN
iajs-471	65	55	references	reference	NOUN
iajs-471	65	56	5	5	NUM
iajs-471	65	57	.	.	PUNCT
iajs-471	65	58	deciding	decide	VERB
iajs-471	65	59	how	how	SCONJ
iajs-471	65	60	well	well	ADV
iajs-471	65	61	they	they	PRON
iajs-471	65	62	match	match	VERB
iajs-471	65	63	and	and	CCONJ
iajs-471	65	64	indicating	indicate	VERB
iajs-471	65	65	whether	whether	SCONJ
iajs-471	65	66	or	or	CCONJ
iajs-471	65	67	not	not	PART
iajs-471	65	68	an	an	DET
iajs-471	65	69	identification	identification	NOUN
iajs-471	65	70	or	or	CCONJ
iajs-471	65	71	verification	verification	NOUN
iajs-471	65	72	of	of	ADP
iajs-471	65	73	identity	identity	NOUN
iajs-471	65	74	has	have	AUX
iajs-471	65	75	been	be	AUX
iajs-471	65	76	achieved	achieve	VERB
iajs-471	65	77	[	[	PUNCT
iajs-471	65	78	8	8	NUM
iajs-471	65	79	]	]	PUNCT
iajs-471	65	80	.	.	PUNCT
iajs-471	66	1	biometric	biometric	ADJ
iajs-471	66	2	technologies	technology	NOUN
iajs-471	66	3	the	the	DET
iajs-471	66	4	function	function	NOUN
iajs-471	66	5	of	of	ADP
iajs-471	66	6	a	a	DET
iajs-471	66	7	biometric	biometric	ADJ
iajs-471	66	8	technologies	technology	NOUN
iajs-471	66	9	authentication	authentication	NOUN
iajs-471	66	10	system	system	NOUN
iajs-471	66	11	is	be	AUX
iajs-471	66	12	to	to	PART
iajs-471	66	13	facilitate	facilitate	VERB
iajs-471	66	14	controlled	control	VERB
iajs-471	66	15	access	access	NOUN
iajs-471	66	16	to	to	ADP
iajs-471	66	17	applications	application	NOUN
iajs-471	66	18	,	,	PUNCT
iajs-471	66	19	networks	network	NOUN
iajs-471	66	20	,	,	PUNCT
iajs-471	66	21	personal	personal	ADJ
iajs-471	66	22	computers	computer	NOUN
iajs-471	66	23	(	(	PUNCT
iajs-471	66	24	pcs	pc	NOUN
iajs-471	66	25	)	)	PUNCT
iajs-471	66	26	,	,	PUNCT
iajs-471	66	27	and	and	CCONJ
iajs-471	66	28	physical	physical	ADJ
iajs-471	66	29	facilities	facility	NOUN
iajs-471	66	30	.	.	PUNCT
iajs-471	67	1	a	a	DET
iajs-471	67	2	biometric	biometric	ADJ
iajs-471	67	3	authentication	authentication	NOUN
iajs-471	67	4	system	system	NOUN
iajs-471	67	5	is	be	AUX
iajs-471	67	6	essentially	essentially	ADV
iajs-471	67	7	a	a	DET
iajs-471	67	8	method	method	NOUN
iajs-471	67	9	of	of	ADP
iajs-471	67	10	establishing	establish	VERB
iajs-471	67	11	a	a	DET
iajs-471	67	12	person‘s	person‘s	NOUN
iajs-471	67	13	identity	identity	NOUN
iajs-471	67	14	by	by	ADP
iajs-471	67	15	comparing	compare	VERB
iajs-471	67	16	the	the	DET
iajs-471	67	17	binary	binary	PROPN
iajs-471	67	18	code	code	NOUN
iajs-471	67	19	of	of	ADP
iajs-471	67	20	a	a	DET
iajs-471	67	21	uniquely	uniquely	ADV
iajs-471	67	22	specific	specific	ADJ
iajs-471	67	23	biological	biological	ADJ
iajs-471	67	24	or	or	CCONJ
iajs-471	67	25	physical	physical	ADJ
iajs-471	67	26	characteristic	characteristic	NOUN
iajs-471	67	27	to	to	ADP
iajs-471	67	28	the	the	DET
iajs-471	67	29	binary	binary	PROPN
iajs-471	67	30	code	code	NOUN
iajs-471	67	31	of	of	ADP
iajs-471	67	32	an	an	DET
iajs-471	67	33	electronically	electronically	ADV
iajs-471	67	34	stored	store	VERB
iajs-471	67	35	characteristic	characteristic	NOUN
iajs-471	67	36	called	call	VERB
iajs-471	67	37	a	a	DET
iajs-471	67	38	biometric	biometric	NOUN
iajs-471	67	39	.	.	PUNCT
iajs-471	68	1	the	the	DET
iajs-471	68	2	various	various	ADJ
iajs-471	68	3	biometric	biometric	ADJ
iajs-471	68	4	technologies	technology	NOUN
iajs-471	68	5	are	be	AUX
iajs-471	68	6	dna	dna	ADJ
iajs-471	68	7	,	,	PUNCT
iajs-471	68	8	ear	ear	NOUN
iajs-471	68	9	,	,	PUNCT
iajs-471	68	10	face	face	NOUN
iajs-471	68	11	,	,	PUNCT
iajs-471	68	12	facial	facial	ADJ
iajs-471	68	13	thermogram	thermogram	NOUN
iajs-471	68	14	,	,	PUNCT
iajs-471	68	15	fingerprint	fingerprint	NOUN
iajs-471	68	16	,	,	PUNCT
iajs-471	68	17	gait	gait	NOUN
iajs-471	68	18	,	,	PUNCT
iajs-471	68	19	hand	hand	NOUN
iajs-471	68	20	geometry	geometry	NOUN
iajs-471	68	21	,	,	PUNCT
iajs-471	68	22	hand	hand	NOUN
iajs-471	68	23	vein	vein	NOUN
iajs-471	68	24	,	,	PUNCT
iajs-471	68	25	iris	iris	NOUN
iajs-471	68	26	,	,	PUNCT
iajs-471	68	27	keystroke	keystroke	NOUN
iajs-471	68	28	,	,	PUNCT
iajs-471	68	29	odor	odor	NOUN
iajs-471	68	30	,	,	PUNCT
iajs-471	68	31	retina	retina	NOUN
iajs-471	68	32	,	,	PUNCT
iajs-471	68	33	signature	signature	NOUN
iajs-471	68	34	,	,	PUNCT
iajs-471	68	35	voice	voice	NOUN
iajs-471	68	36	and	and	CCONJ
iajs-471	68	37	palmprint	palmprint	VERB
iajs-471	68	38	[	[	X
iajs-471	68	39	6	6	NUM
iajs-471	68	40	]	]	PUNCT
iajs-471	68	41	.	.	PUNCT
iajs-471	69	1	human	human	ADJ
iajs-471	69	2	signature	signature	NOUN
iajs-471	69	3	represents	represent	VERB
iajs-471	69	4	some	some	PRON
iajs-471	69	5	of	of	ADP
iajs-471	69	6	the	the	DET
iajs-471	69	7	most	most	ADV
iajs-471	69	8	common	common	ADJ
iajs-471	69	9	biometric	biometric	ADJ
iajs-471	69	10	patterns	pattern	NOUN
iajs-471	69	11	that	that	PRON
iajs-471	69	12	our	our	PRON
iajs-471	69	13	visual	visual	ADJ
iajs-471	69	14	system	system	NOUN
iajs-471	69	15	encounters	encounter	VERB
iajs-471	69	16	daily	daily	ADV
iajs-471	69	17	[	[	X
iajs-471	69	18	5	5	NUM
iajs-471	69	19	]	]	PUNCT
iajs-471	69	20	.	.	PUNCT
iajs-471	70	1	signature	signature	NOUN
iajs-471	70	2	is	be	AUX
iajs-471	70	3	an	an	DET
iajs-471	70	4	important	important	ADJ
iajs-471	70	5	biometric	biometric	ADJ
iajs-471	70	6	measure	measure	NOUN
iajs-471	70	7	,	,	PUNCT
iajs-471	70	8	which	which	PRON
iajs-471	70	9	are	be	AUX
iajs-471	70	10	subject	subject	ADJ
iajs-471	70	11	to	to	ADP
iajs-471	70	12	intrapersonal	intrapersonal	ADJ
iajs-471	70	13	variation	variation	NOUN
iajs-471	70	14	.	.	PUNCT
iajs-471	71	1	an	an	DET
iajs-471	71	2	automated	automate	VERB
iajs-471	71	3	system	system	NOUN
iajs-471	71	4	for	for	ADP
iajs-471	71	5	signature	signature	NOUN
iajs-471	71	6	verification	verification	NOUN
iajs-471	71	7	is	be	AUX
iajs-471	71	8	feasible	feasible	ADJ
iajs-471	71	9	only	only	ADV
iajs-471	71	10	if	if	SCONJ
iajs-471	71	11	the	the	DET
iajs-471	71	12	representation	representation	NOUN
iajs-471	71	13	of	of	ADP
iajs-471	71	14	the	the	DET
iajs-471	71	15	signature	signature	NOUN
iajs-471	71	16	image	image	NOUN
iajs-471	71	17	is	be	AUX
iajs-471	71	18	insensitive	insensitive	ADJ
iajs-471	71	19	to	to	ADP
iajs-471	71	20	intra	intra	ADJ
iajs-471	71	21	-	-	ADJ
iajs-471	71	22	personal	personal	ADJ
iajs-471	71	23	variations	variation	NOUN
iajs-471	71	24	,	,	PUNCT
iajs-471	71	25	but	but	CCONJ
iajs-471	71	26	sensitive	sensitive	ADJ
iajs-471	71	27	to	to	ADP
iajs-471	71	28	inter	inter	ADJ
iajs-471	71	29	-	-	ADJ
iajs-471	71	30	personal	personal	ADJ
iajs-471	71	31	variations	variation	NOUN
iajs-471	71	32	.	.	PUNCT
iajs-471	72	1	the	the	DET
iajs-471	72	2	goal	goal	NOUN
iajs-471	72	3	is	be	AUX
iajs-471	72	4	to	to	PART
iajs-471	72	5	maximize	maximize	VERB
iajs-471	72	6	the	the	DET
iajs-471	72	7	distance	distance	NOUN
iajs-471	72	8	between	between	ADP
iajs-471	72	9	signatures	signature	NOUN
iajs-471	72	10	of	of	ADP
iajs-471	72	11	different	different	ADJ
iajs-471	72	12	individuals	individual	NOUN
iajs-471	72	13	,	,	PUNCT
iajs-471	72	14	the	the	DET
iajs-471	72	15	maximizing	maximize	VERB
iajs-471	72	16	constraint	constraint	NOUN
iajs-471	72	17	being	be	AUX
iajs-471	72	18	that	that	SCONJ
iajs-471	72	19	the	the	DET
iajs-471	72	20	distance	distance	NOUN
iajs-471	72	21	between	between	ADP
iajs-471	72	22	the	the	DET
iajs-471	72	23	signatures	signature	NOUN
iajs-471	72	24	of	of	ADP
iajs-471	72	25	the	the	DET
iajs-471	72	26	same	same	ADJ
iajs-471	72	27	person	person	NOUN
iajs-471	72	28	is	be	AUX
iajs-471	72	29	kept	keep	VERB
iajs-471	72	30	constant	constant	ADJ
iajs-471	72	31	or	or	CCONJ
iajs-471	72	32	minimized	minimize	VERB
iajs-471	72	33	[	[	X
iajs-471	72	34	9	9	NUM
iajs-471	72	35	]	]	PUNCT
iajs-471	72	36	.	.	PUNCT
iajs-471	73	1	387	387	NUM
iajs-471	73	2	|	|	ADV
iajs-471	73	3	computer	computer	NOUN
iajs-471	73	4	science	science	NOUN
iajs-471	73	5	@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	PROPN
iajs-471	73	6	�	�	PROPN
iajs-471	73	7	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	NUM
iajs-471	73	8	:	:	PUNCT
iajs-471	73	9	a@âig@ú‹	a@âig@ú‹	PROPN
iajs-471	73	10	©	©	PROPN
iajs-471	73	11	@ü‹1a26@@öü»€a@i2@‚b«@h2013	@ü‹1a26@@öü»€a@i2@‚b«@h2013	PROPN
iajs-471	73	12	ibn	ibn	PROPN
iajs-471	73	13	al	al	PROPN
iajs-471	73	14	-	-	PUNCT
iajs-471	73	15	haitham	haitham	PROPN
iajs-471	73	16	jour	jour	X
iajs-471	73	17	.	.	PROPN
iajs-471	73	18	for	for	ADP
iajs-471	73	19	pure	pure	ADJ
iajs-471	73	20	&	&	CCONJ
iajs-471	73	21	appl	appl	PROPN
iajs-471	73	22	.	.	PUNCT
iajs-471	74	1	sci	sci	PROPN
iajs-471	74	2	.	.	PUNCT
iajs-471	74	3	vol	vol	NOUN
iajs-471	74	4	.	.	PROPN
iajs-471	75	1	26	26	NUM
iajs-471	75	2	(	(	PUNCT
iajs-471	75	3	2	2	NUM
iajs-471	75	4	)	)	PUNCT
iajs-471	75	5	2013	2013	NUM
iajs-471	75	6	signature	signature	NOUN
iajs-471	75	7	verification	verification	NOUN
iajs-471	75	8	technique	technique	NOUN
iajs-471	75	9	a	a	DET
iajs-471	75	10	signature	signature	NOUN
iajs-471	75	11	recognition	recognition	NOUN
iajs-471	75	12	and	and	CCONJ
iajs-471	75	13	verification	verification	NOUN
iajs-471	75	14	system	system	NOUN
iajs-471	75	15	is	be	AUX
iajs-471	75	16	a	a	DET
iajs-471	75	17	system	system	NOUN
iajs-471	75	18	capable	capable	ADJ
iajs-471	75	19	of	of	ADP
iajs-471	75	20	efficiently	efficiently	ADV
iajs-471	75	21	addressing	address	VERB
iajs-471	75	22	two	two	NUM
iajs-471	75	23	individuals	individual	NOUN
iajs-471	75	24	but	but	CCONJ
iajs-471	75	25	strongly	strongly	ADV
iajs-471	75	26	related	relate	VERB
iajs-471	75	27	tasks	task	NOUN
iajs-471	75	28	:	:	PUNCT
iajs-471	75	29	(	(	PUNCT
iajs-471	75	30	a	a	X
iajs-471	75	31	)	)	PUNCT
iajs-471	75	32	identification	identification	NOUN
iajs-471	75	33	of	of	ADP
iajs-471	75	34	the	the	DET
iajs-471	75	35	signature	signature	NOUN
iajs-471	75	36	owner	owner	NOUN
iajs-471	75	37	and	and	CCONJ
iajs-471	75	38	,	,	PUNCT
iajs-471	75	39	(	(	PUNCT
iajs-471	75	40	b	b	X
iajs-471	75	41	)	)	PUNCT
iajs-471	75	42	decision	decision	NOUN
iajs-471	75	43	whether	whether	SCONJ
iajs-471	75	44	the	the	DET
iajs-471	75	45	signature	signature	NOUN
iajs-471	75	46	is	be	AUX
iajs-471	75	47	genuine	genuine	ADJ
iajs-471	75	48	or	or	CCONJ
iajs-471	75	49	forger	forger	NOUN
iajs-471	75	50	.	.	PUNCT
iajs-471	76	1	within	within	ADP
iajs-471	76	2	the	the	DET
iajs-471	76	3	field	field	NOUN
iajs-471	76	4	of	of	ADP
iajs-471	76	5	human	human	ADJ
iajs-471	76	6	classification	classification	NOUN
iajs-471	76	7	,	,	PUNCT
iajs-471	76	8	the	the	DET
iajs-471	76	9	procedure	procedure	NOUN
iajs-471	76	10	of	of	ADP
iajs-471	76	11	biometrics	biometric	NOUN
iajs-471	76	12	is	be	AUX
iajs-471	76	13	emergent	emergent	ADJ
iajs-471	76	14	because	because	SCONJ
iajs-471	76	15	of	of	ADP
iajs-471	76	16	its	its	PRON
iajs-471	76	17	distinctive	distinctive	ADJ
iajs-471	76	18	properties	property	NOUN
iajs-471	76	19	[	[	X
iajs-471	76	20	7	7	NUM
iajs-471	76	21	]	]	PUNCT
iajs-471	76	22	.	.	PUNCT
iajs-471	77	1	the	the	DET
iajs-471	77	2	signature	signature	NOUN
iajs-471	77	3	dynamics	dynamic	NOUN
iajs-471	77	4	recognition	recognition	NOUN
iajs-471	77	5	is	be	AUX
iajs-471	77	6	based	base	VERB
iajs-471	77	7	on	on	ADP
iajs-471	77	8	the	the	DET
iajs-471	77	9	dynamics	dynamic	NOUN
iajs-471	77	10	of	of	ADP
iajs-471	77	11	making	make	VERB
iajs-471	77	12	the	the	DET
iajs-471	77	13	signature	signature	NOUN
iajs-471	77	14	,	,	PUNCT
iajs-471	77	15	rather	rather	ADV
iajs-471	77	16	than	than	ADP
iajs-471	77	17	a	a	DET
iajs-471	77	18	direct	direct	ADJ
iajs-471	77	19	comparison	comparison	NOUN
iajs-471	77	20	of	of	ADP
iajs-471	77	21	the	the	DET
iajs-471	77	22	signature	signature	NOUN
iajs-471	77	23	itself	itself	PRON
iajs-471	77	24	afterwards	afterwards	ADV
iajs-471	77	25	.	.	PUNCT
iajs-471	78	1	the	the	DET
iajs-471	78	2	dynamics	dynamic	NOUN
iajs-471	78	3	is	be	AUX
iajs-471	78	4	measured	measure	VERB
iajs-471	78	5	as	as	ADP
iajs-471	78	6	a	a	DET
iajs-471	78	7	means	means	NOUN
iajs-471	78	8	of	of	ADP
iajs-471	78	9	the	the	DET
iajs-471	78	10	pressure	pressure	NOUN
iajs-471	78	11	,	,	PUNCT
iajs-471	78	12	direction	direction	NOUN
iajs-471	78	13	,	,	PUNCT
iajs-471	78	14	acceleration	acceleration	NOUN
iajs-471	78	15	and	and	CCONJ
iajs-471	78	16	the	the	DET
iajs-471	78	17	length	length	NOUN
iajs-471	78	18	of	of	ADP
iajs-471	78	19	the	the	DET
iajs-471	78	20	strokes	stroke	NOUN
iajs-471	78	21	,	,	PUNCT
iajs-471	78	22	dynamics	dynamic	NOUN
iajs-471	78	23	number	number	NOUN
iajs-471	78	24	of	of	ADP
iajs-471	78	25	strokes	stroke	NOUN
iajs-471	78	26	and	and	CCONJ
iajs-471	78	27	their	their	PRON
iajs-471	78	28	duration	duration	NOUN
iajs-471	78	29	.	.	PUNCT
iajs-471	79	1	the	the	DET
iajs-471	79	2	most	most	ADV
iajs-471	79	3	obvious	obvious	ADJ
iajs-471	79	4	and	and	CCONJ
iajs-471	79	5	important	important	ADJ
iajs-471	79	6	advantage	advantage	NOUN
iajs-471	79	7	of	of	ADP
iajs-471	79	8	this	this	PRON
iajs-471	79	9	is	be	AUX
iajs-471	79	10	that	that	SCONJ
iajs-471	79	11	a	a	DET
iajs-471	79	12	fraudster	fraudster	NOUN
iajs-471	79	13	can	can	AUX
iajs-471	79	14	not	not	PART
iajs-471	79	15	glean	glean	VERB
iajs-471	79	16	any	any	DET
iajs-471	79	17	information	information	NOUN
iajs-471	79	18	on	on	ADP
iajs-471	79	19	how	how	SCONJ
iajs-471	79	20	to	to	PART
iajs-471	79	21	write	write	VERB
iajs-471	79	22	the	the	DET
iajs-471	79	23	signature	signature	NOUN
iajs-471	79	24	by	by	ADP
iajs-471	79	25	simply	simply	ADV
iajs-471	79	26	looking	look	VERB
iajs-471	79	27	at	at	ADP
iajs-471	79	28	one	one	NUM
iajs-471	79	29	that	that	PRON
iajs-471	79	30	has	have	AUX
iajs-471	79	31	been	be	AUX
iajs-471	79	32	previously	previously	ADV
iajs-471	79	33	written	write	VERB
iajs-471	79	34	[	[	X
iajs-471	79	35	1	1	NUM
iajs-471	79	36	]	]	PUNCT
iajs-471	79	37	.	.	PUNCT
iajs-471	80	1	the	the	DET
iajs-471	80	2	way	way	NOUN
iajs-471	80	3	a	a	DET
iajs-471	80	4	person	person	NOUN
iajs-471	80	5	signs	sign	VERB
iajs-471	80	6	his	his	PRON
iajs-471	80	7	or	or	CCONJ
iajs-471	80	8	her	her	PRON
iajs-471	80	9	name	name	NOUN
iajs-471	80	10	is	be	AUX
iajs-471	80	11	known	know	VERB
iajs-471	80	12	to	to	PART
iajs-471	80	13	be	be	AUX
iajs-471	80	14	a	a	DET
iajs-471	80	15	characteristic	characteristic	NOUN
iajs-471	80	16	of	of	ADP
iajs-471	80	17	that	that	DET
iajs-471	80	18	individual	individual	NOUN
iajs-471	80	19	.	.	PUNCT
iajs-471	81	1	although	although	SCONJ
iajs-471	81	2	signatures	signature	NOUN
iajs-471	81	3	require	require	VERB
iajs-471	81	4	contact	contact	NOUN
iajs-471	81	5	with	with	ADP
iajs-471	81	6	the	the	DET
iajs-471	81	7	writing	writing	NOUN
iajs-471	81	8	instrument	instrument	NOUN
iajs-471	81	9	and	and	CCONJ
iajs-471	81	10	an	an	DET
iajs-471	81	11	effort	effort	NOUN
iajs-471	81	12	on	on	ADP
iajs-471	81	13	the	the	DET
iajs-471	81	14	part	part	NOUN
iajs-471	81	15	of	of	ADP
iajs-471	81	16	the	the	DET
iajs-471	81	17	user	user	NOUN
iajs-471	81	18	,	,	PUNCT
iajs-471	81	19	they	they	PRON
iajs-471	81	20	have	have	AUX
iajs-471	81	21	been	be	AUX
iajs-471	81	22	accepted	accept	VERB
iajs-471	81	23	in	in	ADP
iajs-471	81	24	government	government	NOUN
iajs-471	81	25	,	,	PUNCT
iajs-471	81	26	legal	legal	ADJ
iajs-471	81	27	,	,	PUNCT
iajs-471	81	28	and	and	CCONJ
iajs-471	81	29	commercial	commercial	ADJ
iajs-471	81	30	transactions	transaction	NOUN
iajs-471	81	31	as	as	ADP
iajs-471	81	32	a	a	DET
iajs-471	81	33	method	method	NOUN
iajs-471	81	34	of	of	ADP
iajs-471	81	35	verification	verification	NOUN
iajs-471	81	36	.	.	PUNCT
iajs-471	82	1	signatures	signature	NOUN
iajs-471	82	2	are	be	AUX
iajs-471	82	3	a	a	DET
iajs-471	82	4	behavioral	behavioral	ADJ
iajs-471	82	5	biometric	biometric	NOUN
iajs-471	82	6	that	that	PRON
iajs-471	82	7	change	change	VERB
iajs-471	82	8	over	over	ADP
iajs-471	82	9	a	a	DET
iajs-471	82	10	period	period	NOUN
iajs-471	82	11	of	of	ADP
iajs-471	82	12	time	time	NOUN
iajs-471	82	13	and	and	CCONJ
iajs-471	82	14	are	be	AUX
iajs-471	82	15	influenced	influence	VERB
iajs-471	82	16	by	by	ADP
iajs-471	82	17	physical	physical	ADJ
iajs-471	82	18	and	and	CCONJ
iajs-471	82	19	emotional	emotional	ADJ
iajs-471	82	20	conditions	condition	NOUN
iajs-471	82	21	of	of	ADP
iajs-471	82	22	the	the	DET
iajs-471	82	23	signatories	signatory	NOUN
iajs-471	82	24	.	.	PUNCT
iajs-471	83	1	signatures	signature	NOUN
iajs-471	83	2	of	of	ADP
iajs-471	83	3	some	some	DET
iajs-471	83	4	people	people	NOUN
iajs-471	83	5	vary	vary	VERB
iajs-471	83	6	substantially	substantially	ADV
iajs-471	83	7	:	:	PUNCT
iajs-471	83	8	even	even	ADV
iajs-471	83	9	successive	successive	ADJ
iajs-471	83	10	impressions	impression	NOUN
iajs-471	83	11	of	of	ADP
iajs-471	83	12	their	their	PRON
iajs-471	83	13	signature	signature	NOUN
iajs-471	83	14	are	be	AUX
iajs-471	83	15	significantly	significantly	ADV
iajs-471	83	16	different	different	ADJ
iajs-471	83	17	.	.	PUNCT
iajs-471	84	1	further	far	ADV
iajs-471	84	2	,	,	PUNCT
iajs-471	84	3	professional	professional	ADJ
iajs-471	84	4	forgers	forger	NOUN
iajs-471	84	5	may	may	AUX
iajs-471	84	6	be	be	AUX
iajs-471	84	7	able	able	ADJ
iajs-471	84	8	to	to	PART
iajs-471	84	9	reproduce	reproduce	VERB
iajs-471	84	10	signatures	signature	NOUN
iajs-471	84	11	that	that	PRON
iajs-471	84	12	fool	fool	VERB
iajs-471	84	13	the	the	DET
iajs-471	84	14	system	system	NOUN
iajs-471	84	15	[	[	X
iajs-471	84	16	4	4	NUM
iajs-471	84	17	]	]	PUNCT
iajs-471	84	18	.	.	PUNCT
iajs-471	85	1	types	type	NOUN
iajs-471	85	2	of	of	ADP
iajs-471	85	3	signature	signature	NOUN
iajs-471	85	4	verification	verification	NOUN
iajs-471	85	5	based	base	VERB
iajs-471	85	6	on	on	ADP
iajs-471	85	7	the	the	DET
iajs-471	85	8	definitions	definition	NOUN
iajs-471	85	9	of	of	ADP
iajs-471	85	10	signature	signature	NOUN
iajs-471	85	11	,	,	PUNCT
iajs-471	85	12	it	it	PRON
iajs-471	85	13	can	can	AUX
iajs-471	85	14	lead	lead	VERB
iajs-471	85	15	to	to	ADP
iajs-471	85	16	two	two	NUM
iajs-471	85	17	different	different	ADJ
iajs-471	85	18	approaches	approach	NOUN
iajs-471	85	19	of	of	ADP
iajs-471	85	20	signature	signature	NOUN
iajs-471	85	21	verification	verification	NOUN
iajs-471	85	22	.	.	PUNCT
iajs-471	86	1	1off	1off	X
iajs-471	86	2	-	-	PUNCT
iajs-471	86	3	line	line	NOUN
iajs-471	86	4	or	or	CCONJ
iajs-471	86	5	static	static	ADJ
iajs-471	86	6	signature	signature	NOUN
iajs-471	86	7	verification	verification	NOUN
iajs-471	86	8	technique	technique	NOUN
iajs-471	86	9	:	:	PUNCT
iajs-471	86	10	this	this	DET
iajs-471	86	11	approach	approach	NOUN
iajs-471	86	12	is	be	AUX
iajs-471	86	13	based	base	VERB
iajs-471	86	14	on	on	ADP
iajs-471	86	15	static	static	ADJ
iajs-471	86	16	characteristics	characteristic	NOUN
iajs-471	86	17	of	of	ADP
iajs-471	86	18	the	the	DET
iajs-471	86	19	signature	signature	NOUN
iajs-471	86	20	which	which	PRON
iajs-471	86	21	are	be	AUX
iajs-471	86	22	invariant	invariant	ADJ
iajs-471	86	23	.	.	PUNCT
iajs-471	87	1	in	in	ADP
iajs-471	87	2	this	this	DET
iajs-471	87	3	sense	sense	NOUN
iajs-471	87	4	signature	signature	NOUN
iajs-471	87	5	verification	verification	NOUN
iajs-471	87	6	,	,	PUNCT
iajs-471	87	7	becomes	become	VERB
iajs-471	87	8	a	a	DET
iajs-471	87	9	typical	typical	ADJ
iajs-471	87	10	pattern	pattern	NOUN
iajs-471	87	11	recognition	recognition	NOUN
iajs-471	87	12	task	task	NOUN
iajs-471	87	13	knowing	know	VERB
iajs-471	87	14	that	that	SCONJ
iajs-471	87	15	variations	variation	NOUN
iajs-471	87	16	in	in	ADP
iajs-471	87	17	signature	signature	NOUN
iajs-471	87	18	pattern	pattern	NOUN
iajs-471	87	19	are	be	AUX
iajs-471	87	20	inevitable	inevitable	ADJ
iajs-471	87	21	;	;	PUNCT
iajs-471	87	22	the	the	DET
iajs-471	87	23	task	task	NOUN
iajs-471	87	24	of	of	ADP
iajs-471	87	25	signature	signature	NOUN
iajs-471	87	26	authentication	authentication	NOUN
iajs-471	87	27	can	can	AUX
iajs-471	87	28	be	be	AUX
iajs-471	87	29	narrowed	narrow	VERB
iajs-471	87	30	to	to	ADP
iajs-471	87	31	drawing	draw	VERB
iajs-471	87	32	the	the	DET
iajs-471	87	33	threshold	threshold	NOUN
iajs-471	87	34	of	of	ADP
iajs-471	87	35	the	the	DET
iajs-471	87	36	range	range	NOUN
iajs-471	87	37	of	of	ADP
iajs-471	87	38	genuine	genuine	ADJ
iajs-471	87	39	variation	variation	NOUN
iajs-471	87	40	.	.	PUNCT
iajs-471	88	1	in	in	ADP
iajs-471	88	2	the	the	DET
iajs-471	88	3	offline	offline	ADJ
iajs-471	88	4	signature	signature	NOUN
iajs-471	88	5	verification	verification	NOUN
iajs-471	88	6	techniques	technique	NOUN
iajs-471	88	7	,	,	PUNCT
iajs-471	88	8	images	image	NOUN
iajs-471	88	9	of	of	ADP
iajs-471	88	10	the	the	DET
iajs-471	88	11	signatures	signature	NOUN
iajs-471	88	12	written	write	VERB
iajs-471	88	13	on	on	ADP
iajs-471	88	14	a	a	DET
iajs-471	88	15	paper	paper	NOUN
iajs-471	88	16	are	be	AUX
iajs-471	88	17	obtained	obtain	VERB
iajs-471	88	18	using	use	VERB
iajs-471	88	19	a	a	DET
iajs-471	88	20	scanner	scanner	NOUN
iajs-471	88	21	or	or	CCONJ
iajs-471	88	22	a	a	DET
iajs-471	88	23	camera	camera	NOUN
iajs-471	88	24	.	.	PUNCT
iajs-471	89	1	2on	2on	ADJ
iajs-471	89	2	-	-	PUNCT
iajs-471	89	3	line	line	NOUN
iajs-471	89	4	or	or	CCONJ
iajs-471	89	5	dynamic	dynamic	ADJ
iajs-471	89	6	signature	signature	NOUN
iajs-471	89	7	verification	verification	NOUN
iajs-471	89	8	technique	technique	NOUN
iajs-471	89	9	:	:	PUNCT
iajs-471	89	10	this	this	PRON
iajs-471	89	11	is	be	AUX
iajs-471	89	12	the	the	DET
iajs-471	89	13	second	second	ADJ
iajs-471	89	14	type	type	NOUN
iajs-471	89	15	of	of	ADP
iajs-471	89	16	signature	signature	NOUN
iajs-471	89	17	verification	verification	NOUN
iajs-471	89	18	technique	technique	NOUN
iajs-471	89	19	.	.	PUNCT
iajs-471	90	1	this	this	DET
iajs-471	90	2	approach	approach	NOUN
iajs-471	90	3	is	be	AUX
iajs-471	90	4	based	base	VERB
iajs-471	90	5	on	on	ADP
iajs-471	90	6	dynamic	dynamic	ADJ
iajs-471	90	7	characteristics	characteristic	NOUN
iajs-471	90	8	of	of	ADP
iajs-471	90	9	the	the	DET
iajs-471	90	10	process	process	NOUN
iajs-471	90	11	of	of	ADP
iajs-471	90	12	signing	signing	NOUN
iajs-471	90	13	.	.	PUNCT
iajs-471	91	1	this	this	DET
iajs-471	91	2	verification	verification	NOUN
iajs-471	91	3	uses	use	VERB
iajs-471	91	4	signatures	signature	NOUN
iajs-471	91	5	that	that	PRON
iajs-471	91	6	are	be	AUX
iajs-471	91	7	captured	capture	VERB
iajs-471	91	8	by	by	ADP
iajs-471	91	9	pressure	pressure	NOUN
iajs-471	91	10	sensitive	sensitive	ADJ
iajs-471	91	11	tablets	tablet	NOUN
iajs-471	91	12	that	that	PRON
iajs-471	91	13	extract	extract	VERB
iajs-471	91	14	dynamic	dynamic	ADJ
iajs-471	91	15	properties	property	NOUN
iajs-471	91	16	of	of	ADP
iajs-471	91	17	a	a	DET
iajs-471	91	18	signature	signature	NOUN
iajs-471	91	19	in	in	ADP
iajs-471	91	20	addition	addition	NOUN
iajs-471	91	21	to	to	ADP
iajs-471	91	22	its	its	PRON
iajs-471	91	23	shape	shape	NOUN
iajs-471	91	24	.	.	PUNCT
iajs-471	92	1	dynamic	dynamic	ADJ
iajs-471	92	2	features	feature	NOUN
iajs-471	92	3	include	include	VERB
iajs-471	92	4	the	the	DET
iajs-471	92	5	number	number	NOUN
iajs-471	92	6	of	of	ADP
iajs-471	92	7	order	order	NOUN
iajs-471	92	8	of	of	ADP
iajs-471	92	9	the	the	DET
iajs-471	92	10	strokes	stroke	NOUN
iajs-471	92	11	,	,	PUNCT
iajs-471	92	12	the	the	DET
iajs-471	92	13	overall	overall	ADJ
iajs-471	92	14	speed	speed	NOUN
iajs-471	92	15	of	of	ADP
iajs-471	92	16	the	the	DET
iajs-471	92	17	signature	signature	NOUN
iajs-471	92	18	and	and	CCONJ
iajs-471	92	19	the	the	DET
iajs-471	92	20	pen	pen	NOUN
iajs-471	92	21	pressure	pressure	NOUN
iajs-471	92	22	at	at	ADP
iajs-471	92	23	each	each	DET
iajs-471	92	24	point	point	NOUN
iajs-471	92	25	that	that	PRON
iajs-471	92	26	makes	make	VERB
iajs-471	92	27	the	the	DET
iajs-471	92	28	signature	signature	NOUN
iajs-471	92	29	more	more	ADV
iajs-471	92	30	unique	unique	ADJ
iajs-471	92	31	and	and	CCONJ
iajs-471	92	32	more	more	ADV
iajs-471	92	33	difficult	difficult	ADJ
iajs-471	92	34	to	to	PART
iajs-471	92	35	forge	forge	VERB
iajs-471	92	36	[	[	X
iajs-471	92	37	10	10	NUM
iajs-471	92	38	]	]	PUNCT
iajs-471	92	39	.	.	PUNCT
iajs-471	93	1	online	online	ADJ
iajs-471	93	2	signature	signature	NOUN
iajs-471	93	3	verification	verification	NOUN
iajs-471	93	4	is	be	AUX
iajs-471	93	5	based	base	VERB
iajs-471	93	6	on	on	ADP
iajs-471	93	7	dynamic	dynamic	ADJ
iajs-471	93	8	features	feature	NOUN
iajs-471	93	9	of	of	ADP
iajs-471	93	10	the	the	DET
iajs-471	93	11	signature	signature	NOUN
iajs-471	93	12	extracted	extract	VERB
iajs-471	93	13	as	as	SCONJ
iajs-471	93	14	the	the	DET
iajs-471	93	15	signature	signature	NOUN
iajs-471	93	16	is	be	AUX
iajs-471	93	17	being	be	AUX
iajs-471	93	18	signed	sign	VERB
iajs-471	93	19	.	.	PUNCT
iajs-471	94	1	it	it	PRON
iajs-471	94	2	is	be	AUX
iajs-471	94	3	a	a	DET
iajs-471	94	4	process	process	NOUN
iajs-471	94	5	that	that	PRON
iajs-471	94	6	is	be	AUX
iajs-471	94	7	more	more	ADV
iajs-471	94	8	resilient	resilient	ADJ
iajs-471	94	9	to	to	ADP
iajs-471	94	10	forgery	forgery	NOUN
iajs-471	94	11	than	than	ADP
iajs-471	94	12	offline	offline	ADJ
iajs-471	94	13	signature	signature	NOUN
iajs-471	94	14	verification	verification	NOUN
iajs-471	94	15	since	since	SCONJ
iajs-471	94	16	the	the	DET
iajs-471	94	17	process	process	NOUN
iajs-471	94	18	is	be	AUX
iajs-471	94	19	not	not	PART
iajs-471	94	20	directly	directly	ADV
iajs-471	94	21	visible	visible	ADJ
iajs-471	94	22	to	to	ADP
iajs-471	94	23	man	man	NOUN
iajs-471	94	24	but	but	CCONJ
iajs-471	94	25	machine	machine	NOUN
iajs-471	95	1	[	[	X
iajs-471	95	2	11	11	NUM
iajs-471	95	3	]	]	PUNCT
iajs-471	95	4	.	.	PUNCT
iajs-471	96	1	hu	hu	PROPN
iajs-471	96	2	’s	’s	PART
iajs-471	96	3	invariant	invariant	ADJ
iajs-471	96	4	moments	moment	NOUN
iajs-471	96	5	the	the	DET
iajs-471	96	6	general	general	ADJ
iajs-471	96	7	form	form	NOUN
iajs-471	96	8	of	of	ADP
iajs-471	96	9	a	a	DET
iajs-471	96	10	regular	regular	ADJ
iajs-471	96	11	moment	moment	NOUN
iajs-471	96	12	function	function	VERB
iajs-471	96	13	mpq	mpq	NOUN
iajs-471	96	14	of	of	ADP
iajs-471	96	15	order	order	NOUN
iajs-471	96	16	(	(	PUNCT
iajs-471	96	17	p	p	X
iajs-471	96	18	+	+	NOUN
iajs-471	96	19	q	q	NOUN
iajs-471	96	20	)	)	PUNCT
iajs-471	96	21	of	of	ADP
iajs-471	96	22	an	an	DET
iajs-471	96	23	image	image	NOUN
iajs-471	96	24	intensity	intensity	NOUN
iajs-471	96	25	function	function	NOUN
iajs-471	96	26	f	f	PROPN
iajs-471	96	27	(	(	PUNCT
iajs-471	96	28	x	x	PROPN
iajs-471	96	29	,	,	PUNCT
iajs-471	96	30	y	y	PROPN
iajs-471	96	31	)	)	PUNCT
iajs-471	96	32	can	can	AUX
iajs-471	96	33	be	be	AUX
iajs-471	96	34	given	give	VERB
iajs-471	96	35	as	as	ADP
iajs-471	96	36	,	,	PUNCT
iajs-471	96	37	for	for	ADP
iajs-471	96	38	a	a	DET
iajs-471	96	39	digital	digital	ADJ
iajs-471	96	40	image	image	NOUN
iajs-471	96	41	,	,	PUNCT
iajs-471	96	42	the	the	DET
iajs-471	96	43	central	central	ADJ
iajs-471	96	44	moments	moment	NOUN
iajs-471	96	45	,	,	PUNCT
iajs-471	96	46	which	which	PRON
iajs-471	96	47	are	be	AUX
iajs-471	96	48	invariant	invariant	ADJ
iajs-471	96	49	to	to	ADP
iajs-471	96	50	translation	translation	NOUN
iajs-471	96	51	,	,	PUNCT
iajs-471	96	52	are	be	AUX
iajs-471	96	53	defined	define	VERB
iajs-471	96	54	as	as	ADP
iajs-471	96	55	:	:	PUNCT
iajs-471	96	56	where	where	SCONJ
iajs-471	96	57	,	,	PUNCT
iajs-471	96	58	xc	xc	PROPN
iajs-471	96	59	=	=	SYM
iajs-471	96	60	m10	m10	PROPN
iajs-471	96	61	/	/	SYM
iajs-471	96	62	m00	m00	NOUN
iajs-471	96	63	and	and	CCONJ
iajs-471	96	64	yc	yc	NOUN
iajs-471	96	65	=	=	SYM
iajs-471	96	66	m01	m01	PROPN
iajs-471	96	67	/	/	SYM
iajs-471	96	68	m00	m00	NOUN
iajs-471	96	69	are	be	AUX
iajs-471	96	70	the	the	DET
iajs-471	96	71	co	co	NOUN
iajs-471	96	72	-	-	NOUN
iajs-471	96	73	ordinates	ordinate	NOUN
iajs-471	96	74	of	of	ADP
iajs-471	96	75	the	the	DET
iajs-471	96	76	centroid	centroid	NOUN
iajs-471	97	1	[	[	X
iajs-471	97	2	12	12	NUM
iajs-471	97	3	]	]	PUNCT
iajs-471	97	4	.	.	PUNCT
iajs-471	98	1	the	the	DET
iajs-471	98	2	seven	seven	NUM
iajs-471	98	3	hu	hu	PROPN
iajs-471	98	4	invariants	invariant	NOUN
iajs-471	98	5	moments	moment	NOUN
iajs-471	98	6	are	be	AUX
iajs-471	98	7	calculated	calculate	VERB
iajs-471	98	8	by	by	ADP
iajs-471	98	9	:	:	PUNCT
iajs-471	98	10	................	................	PUNCT
iajs-471	98	11	(	(	PUNCT
iajs-471	98	12	1	1	X
iajs-471	98	13	)	)	PUNCT
iajs-471	98	14	................	................	PUNCT
iajs-471	99	1	(	(	PUNCT
iajs-471	99	2	2	2	NUM
iajs-471	99	3	)	)	PUNCT
iajs-471	99	4	...............	...............	PUNCT
iajs-471	100	1	(	(	PUNCT
iajs-471	100	2	3	3	X
iajs-471	100	3	)	)	PUNCT
iajs-471	100	4	388	388	NUM
iajs-471	101	1	|	|	NOUN
iajs-471	101	2	computer	computer	NOUN
iajs-471	101	3	science	science	NOUN
iajs-471	101	4	@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	PROPN
iajs-471	101	5	�	�	PROPN
iajs-471	101	6	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	NUM
iajs-471	101	7	:	:	PUNCT
iajs-471	101	8	a@âig@ú‹	a@âig@ú‹	PROPN
iajs-471	102	1	©	©	PROPN
iajs-471	102	2	@ü‹1a26@@öü»€a@i2@‚b«@h2013	@ü‹1a26@@öü»€a@i2@‚b«@h2013	PROPN
iajs-471	102	3	ibn	ibn	PROPN
iajs-471	102	4	al	al	PROPN
iajs-471	102	5	-	-	PUNCT
iajs-471	102	6	haitham	haitham	PROPN
iajs-471	102	7	jour	jour	X
iajs-471	102	8	.	.	PROPN
iajs-471	103	1	for	for	ADP
iajs-471	103	2	pure	pure	ADJ
iajs-471	103	3	&	&	CCONJ
iajs-471	103	4	appl	appl	PROPN
iajs-471	103	5	.	.	PUNCT
iajs-471	104	1	sci	sci	PROPN
iajs-471	104	2	.	.	PUNCT
iajs-471	104	3	vol	vol	NOUN
iajs-471	104	4	.	.	PROPN
iajs-471	105	1	26	26	NUM
iajs-471	105	2	(	(	PUNCT
iajs-471	105	3	2	2	NUM
iajs-471	105	4	)	)	PUNCT
iajs-471	105	5	2013	2013	NUM
iajs-471	105	6	these	these	DET
iajs-471	105	7	hu	hu	PROPN
iajs-471	105	8	’s	’s	PART
iajs-471	105	9	seven	seven	NUM
iajs-471	105	10	invariant	invariant	ADJ
iajs-471	105	11	moments	moment	NOUN
iajs-471	105	12	are	be	AUX
iajs-471	105	13	invariant	invariant	ADJ
iajs-471	105	14	under	under	ADP
iajs-471	105	15	translation	translation	NOUN
iajs-471	105	16	,	,	PUNCT
iajs-471	105	17	rotation	rotation	NOUN
iajs-471	105	18	and	and	CCONJ
iajs-471	105	19	scaling	scaling	NOUN
iajs-471	105	20	.	.	PUNCT
iajs-471	106	1	some	some	DET
iajs-471	106	2	pattern	pattern	NOUN
iajs-471	106	3	recognition	recognition	NOUN
iajs-471	106	4	applications	application	NOUN
iajs-471	106	5	such	such	ADJ
iajs-471	106	6	as	as	ADP
iajs-471	106	7	hand	hand	NOUN
iajs-471	106	8	printed	print	VERB
iajs-471	106	9	characters	character	NOUN
iajs-471	106	10	,	,	PUNCT
iajs-471	106	11	aircraft	aircraft	NOUN
iajs-471	106	12	identification	identification	NOUN
iajs-471	106	13	and	and	CCONJ
iajs-471	106	14	ship	ship	NOUN
iajs-471	106	15	recognition	recognition	NOUN
iajs-471	106	16	have	have	AUX
iajs-471	106	17	included	include	VERB
iajs-471	106	18	[	[	PUNCT
iajs-471	106	19	13	13	NUM
iajs-471	106	20	]	]	PUNCT
iajs-471	106	21	.	.	PUNCT
iajs-471	107	1	binary	binary	ADJ
iajs-471	107	2	image	image	NOUN
iajs-471	107	3	the	the	DET
iajs-471	107	4	pixels	pixel	NOUN
iajs-471	107	5	in	in	ADP
iajs-471	107	6	a	a	DET
iajs-471	107	7	binary	binary	ADJ
iajs-471	107	8	image	image	NOUN
iajs-471	107	9	can	can	AUX
iajs-471	107	10	assume	assume	VERB
iajs-471	107	11	only	only	ADV
iajs-471	107	12	two	two	NUM
iajs-471	107	13	values	value	NOUN
iajs-471	107	14	,	,	PUNCT
iajs-471	107	15	0	0	NUM
iajs-471	107	16	or	or	CCONJ
iajs-471	107	17	1	1	NUM
iajs-471	107	18	;	;	PUNCT
iajs-471	107	19	a	a	DET
iajs-471	107	20	gray	gray	ADJ
iajs-471	107	21	image	image	NOUN
iajs-471	107	22	may	may	AUX
iajs-471	107	23	be	be	AUX
iajs-471	107	24	quantized	quantize	VERB
iajs-471	107	25	to	to	ADP
iajs-471	107	26	a	a	DET
iajs-471	107	27	number	number	NOUN
iajs-471	107	28	of	of	ADP
iajs-471	107	29	intensity	intensity	NOUN
iajs-471	107	30	levels	level	NOUN
iajs-471	107	31	,	,	PUNCT
iajs-471	107	32	depending	depend	VERB
iajs-471	107	33	on	on	ADP
iajs-471	107	34	the	the	DET
iajs-471	107	35	application	application	NOUN
iajs-471	107	36	,	,	PUNCT
iajs-471	107	37	while	while	SCONJ
iajs-471	107	38	a	a	DET
iajs-471	107	39	color	color	NOUN
iajs-471	107	40	image	image	NOUN
iajs-471	107	41	may	may	AUX
iajs-471	107	42	be	be	AUX
iajs-471	107	43	quantized	quantize	VERB
iajs-471	107	44	in	in	ADP
iajs-471	107	45	different	different	ADJ
iajs-471	107	46	color	color	NOUN
iajs-471	107	47	bands	band	NOUN
iajs-471	107	48	.	.	PUNCT
iajs-471	108	1	as	as	SCONJ
iajs-471	108	2	the	the	DET
iajs-471	108	3	number	number	NOUN
iajs-471	108	4	of	of	ADP
iajs-471	108	5	intensity	intensity	NOUN
iajs-471	108	6	levels	level	NOUN
iajs-471	108	7	increases	increase	VERB
iajs-471	108	8	,	,	PUNCT
iajs-471	108	9	the	the	DET
iajs-471	108	10	image	image	NOUN
iajs-471	108	11	is	be	AUX
iajs-471	108	12	represented	represent	VERB
iajs-471	108	13	to	to	ADP
iajs-471	108	14	a	a	DET
iajs-471	108	15	better	well	ADJ
iajs-471	108	16	approximation	approximation	NOUN
iajs-471	108	17	,	,	PUNCT
iajs-471	108	18	although	although	SCONJ
iajs-471	108	19	the	the	DET
iajs-471	108	20	storage	storage	NOUN
iajs-471	108	21	requirements	requirement	NOUN
iajs-471	108	22	also	also	ADV
iajs-471	108	23	grow	grow	VERB
iajs-471	108	24	proportionately	proportionately	ADV
iajs-471	108	25	.	.	PUNCT
iajs-471	109	1	the	the	DET
iajs-471	109	2	binary	binary	ADJ
iajs-471	109	3	images	image	NOUN
iajs-471	109	4	are	be	AUX
iajs-471	109	5	thus	thus	ADV
iajs-471	109	6	least	least	ADJ
iajs-471	109	7	expensive	expensive	ADJ
iajs-471	109	8	,	,	PUNCT
iajs-471	109	9	since	since	SCONJ
iajs-471	109	10	the	the	DET
iajs-471	109	11	storage	storage	NOUN
iajs-471	109	12	and	and	CCONJ
iajs-471	109	13	also	also	ADV
iajs-471	109	14	processing	processing	NOUN
iajs-471	109	15	requirement	requirement	NOUN
iajs-471	109	16	is	be	AUX
iajs-471	109	17	the	the	DET
iajs-471	109	18	least	least	ADJ
iajs-471	109	19	in	in	ADP
iajs-471	109	20	case	case	NOUN
iajs-471	109	21	of	of	ADP
iajs-471	109	22	binary	binary	ADJ
iajs-471	109	23	images	image	NOUN
iajs-471	109	24	.	.	PUNCT
iajs-471	110	1	examples	example	NOUN
iajs-471	110	2	of	of	ADP
iajs-471	110	3	binary	binary	ADJ
iajs-471	110	4	images	image	NOUN
iajs-471	110	5	are	be	AUX
iajs-471	110	6	line	line	NOUN
iajs-471	110	7	drawings	drawing	NOUN
iajs-471	110	8	,	,	PUNCT
iajs-471	110	9	printed	print	VERB
iajs-471	110	10	text	text	NOUN
iajs-471	110	11	on	on	ADP
iajs-471	110	12	a	a	DET
iajs-471	110	13	white	white	ADJ
iajs-471	110	14	page	page	NOUN
iajs-471	110	15	,	,	PUNCT
iajs-471	110	16	or	or	CCONJ
iajs-471	110	17	silhouette	silhouette	NOUN
iajs-471	110	18	.	.	PUNCT
iajs-471	111	1	these	these	DET
iajs-471	111	2	images	image	NOUN
iajs-471	111	3	contain	contain	VERB
iajs-471	111	4	enough	enough	ADJ
iajs-471	111	5	information	information	NOUN
iajs-471	111	6	about	about	ADP
iajs-471	111	7	the	the	DET
iajs-471	111	8	objects	object	NOUN
iajs-471	111	9	in	in	ADP
iajs-471	111	10	the	the	DET
iajs-471	111	11	image	image	NOUN
iajs-471	111	12	and	and	CCONJ
iajs-471	111	13	we	we	PRON
iajs-471	111	14	can	can	AUX
iajs-471	111	15	recognize	recognize	VERB
iajs-471	111	16	them	they	PRON
iajs-471	111	17	easily	easily	ADV
iajs-471	111	18	.	.	PUNCT
iajs-471	112	1	there	there	PRON
iajs-471	112	2	are	be	VERB
iajs-471	112	3	a	a	DET
iajs-471	112	4	number	number	NOUN
iajs-471	112	5	of	of	ADP
iajs-471	112	6	applications	application	NOUN
iajs-471	112	7	in	in	ADP
iajs-471	112	8	computer	computer	NOUN
iajs-471	112	9	vision	vision	NOUN
iajs-471	112	10	where	where	SCONJ
iajs-471	112	11	binary	binary	ADJ
iajs-471	112	12	images	image	NOUN
iajs-471	112	13	are	be	AUX
iajs-471	112	14	used	use	VERB
iajs-471	112	15	for	for	ADP
iajs-471	112	16	object	object	NOUN
iajs-471	112	17	recognition	recognition	NOUN
iajs-471	112	18	,	,	PUNCT
iajs-471	112	19	tracking	tracking	NOUN
iajs-471	112	20	,	,	PUNCT
iajs-471	112	21	and	and	CCONJ
iajs-471	112	22	so	so	ADV
iajs-471	112	23	on	on	ADV
iajs-471	112	24	.	.	PUNCT
iajs-471	113	1	the	the	DET
iajs-471	113	2	applicability	applicability	NOUN
iajs-471	113	3	of	of	ADP
iajs-471	113	4	binary	binary	ADJ
iajs-471	113	5	images	image	NOUN
iajs-471	113	6	is	be	AUX
iajs-471	113	7	,	,	PUNCT
iajs-471	113	8	however	however	ADV
iajs-471	113	9	,	,	PUNCT
iajs-471	113	10	limited	limit	VERB
iajs-471	113	11	because	because	SCONJ
iajs-471	113	12	the	the	DET
iajs-471	113	13	overall	overall	ADJ
iajs-471	113	14	information	information	NOUN
iajs-471	113	15	content	content	NOUN
iajs-471	113	16	in	in	ADP
iajs-471	113	17	such	such	ADJ
iajs-471	113	18	images	image	NOUN
iajs-471	113	19	is	be	AUX
iajs-471	113	20	limited	limited	ADJ
iajs-471	113	21	.	.	PUNCT
iajs-471	114	1	a	a	DET
iajs-471	114	2	gray	gray	ADJ
iajs-471	114	3	level	level	NOUN
iajs-471	114	4	image	image	NOUN
iajs-471	114	5	maybe	maybe	ADV
iajs-471	114	6	converted	convert	VERB
iajs-471	114	7	into	into	ADP
iajs-471	114	8	a	a	DET
iajs-471	114	9	binary	binary	ADJ
iajs-471	114	10	image	image	NOUN
iajs-471	114	11	by	by	ADP
iajs-471	114	12	thresholding	thresholde	VERB
iajs-471	114	13	process	process	NOUN
iajs-471	114	14	[	[	X
iajs-471	114	15	9	9	NUM
iajs-471	114	16	]	]	PUNCT
iajs-471	114	17	.	.	PUNCT
iajs-471	115	1	image	image	NOUN
iajs-471	115	2	enhancement	enhancement	NOUN
iajs-471	115	3	the	the	DET
iajs-471	115	4	purpose	purpose	NOUN
iajs-471	115	5	of	of	ADP
iajs-471	115	6	image	image	NOUN
iajs-471	115	7	enhancement	enhancement	NOUN
iajs-471	115	8	is	be	AUX
iajs-471	115	9	to	to	PART
iajs-471	115	10	improve	improve	VERB
iajs-471	115	11	the	the	DET
iajs-471	115	12	visual	visual	ADJ
iajs-471	115	13	appearance	appearance	NOUN
iajs-471	115	14	of	of	ADP
iajs-471	115	15	an	an	DET
iajs-471	115	16	image	image	NOUN
iajs-471	115	17	,	,	PUNCT
iajs-471	115	18	or	or	CCONJ
iajs-471	115	19	to	to	PART
iajs-471	115	20	transform	transform	VERB
iajs-471	115	21	an	an	DET
iajs-471	115	22	image	image	NOUN
iajs-471	115	23	into	into	ADP
iajs-471	115	24	a	a	DET
iajs-471	115	25	form	form	NOUN
iajs-471	115	26	that	that	PRON
iajs-471	115	27	is	be	AUX
iajs-471	115	28	better	well	ADV
iajs-471	115	29	suited	suited	ADJ
iajs-471	115	30	for	for	ADP
iajs-471	115	31	human	human	ADJ
iajs-471	115	32	interpretation	interpretation	NOUN
iajs-471	115	33	or	or	CCONJ
iajs-471	115	34	machine	machine	NOUN
iajs-471	115	35	analysis	analysis	NOUN
iajs-471	115	36	.	.	PUNCT
iajs-471	116	1	although	although	SCONJ
iajs-471	116	2	there	there	PRON
iajs-471	116	3	exists	exist	VERB
iajs-471	116	4	a	a	DET
iajs-471	116	5	multitude	multitude	NOUN
iajs-471	116	6	of	of	ADP
iajs-471	116	7	image	image	NOUN
iajs-471	116	8	enhancement	enhancement	NOUN
iajs-471	116	9	techniques	technique	NOUN
iajs-471	116	10	,	,	PUNCT
iajs-471	116	11	surprisingly	surprisingly	ADV
iajs-471	116	12	,	,	PUNCT
iajs-471	116	13	there	there	PRON
iajs-471	116	14	does	do	AUX
iajs-471	116	15	not	not	PART
iajs-471	116	16	exist	exist	VERB
iajs-471	116	17	a	a	DET
iajs-471	116	18	corresponding	correspond	VERB
iajs-471	116	19	unifying	unifying	ADJ
iajs-471	116	20	theory	theory	NOUN
iajs-471	116	21	of	of	ADP
iajs-471	116	22	image	image	NOUN
iajs-471	116	23	enhancement	enhancement	NOUN
iajs-471	116	24	.	.	PUNCT
iajs-471	117	1	this	this	PRON
iajs-471	117	2	is	be	AUX
iajs-471	117	3	due	due	ADJ
iajs-471	117	4	to	to	ADP
iajs-471	117	5	the	the	DET
iajs-471	117	6	absence	absence	NOUN
iajs-471	117	7	of	of	ADP
iajs-471	117	8	a	a	DET
iajs-471	117	9	general	general	ADJ
iajs-471	117	10	standard	standard	NOUN
iajs-471	117	11	of	of	ADP
iajs-471	117	12	image	image	NOUN
iajs-471	117	13	quality	quality	NOUN
iajs-471	117	14	that	that	PRON
iajs-471	117	15	could	could	AUX
iajs-471	117	16	serve	serve	VERB
iajs-471	117	17	as	as	ADP
iajs-471	117	18	a	a	DET
iajs-471	117	19	design	design	NOUN
iajs-471	117	20	criterion	criterion	NOUN
iajs-471	117	21	for	for	ADP
iajs-471	117	22	image	image	NOUN
iajs-471	117	23	enhancement	enhancement	NOUN
iajs-471	117	24	algorithms	algorithm	NOUN
iajs-471	117	25	[	[	X
iajs-471	117	26	14	14	NUM
iajs-471	117	27	]	]	PUNCT
iajs-471	117	28	.	.	PUNCT
iajs-471	118	1	image	image	NOUN
iajs-471	118	2	enhancement	enhancement	NOUN
iajs-471	118	3	is	be	AUX
iajs-471	118	4	among	among	ADP
iajs-471	118	5	the	the	DET
iajs-471	118	6	simplest	simple	ADJ
iajs-471	118	7	and	and	CCONJ
iajs-471	118	8	most	most	ADV
iajs-471	118	9	appealing	appealing	ADJ
iajs-471	118	10	areas	area	NOUN
iajs-471	118	11	of	of	ADP
iajs-471	118	12	digital	digital	ADJ
iajs-471	118	13	image	image	NOUN
iajs-471	118	14	processing	processing	NOUN
iajs-471	118	15	.	.	PUNCT
iajs-471	119	1	basically	basically	ADV
iajs-471	119	2	,	,	PUNCT
iajs-471	119	3	the	the	DET
iajs-471	119	4	idea	idea	NOUN
iajs-471	119	5	behind	behind	ADP
iajs-471	119	6	enhancement	enhancement	NOUN
iajs-471	119	7	techniques	technique	NOUN
iajs-471	119	8	is	be	AUX
iajs-471	119	9	to	to	PART
iajs-471	119	10	bring	bring	VERB
iajs-471	119	11	out	out	ADP
iajs-471	119	12	detail	detail	NOUN
iajs-471	119	13	that	that	PRON
iajs-471	119	14	is	be	AUX
iajs-471	119	15	obscured	obscure	VERB
iajs-471	119	16	,	,	PUNCT
iajs-471	119	17	or	or	CCONJ
iajs-471	119	18	simply	simply	ADV
iajs-471	119	19	to	to	PART
iajs-471	119	20	highlight	highlight	VERB
iajs-471	119	21	certain	certain	ADJ
iajs-471	119	22	features	feature	NOUN
iajs-471	119	23	of	of	ADP
iajs-471	119	24	interest	interest	NOUN
iajs-471	119	25	in	in	ADP
iajs-471	119	26	an	an	DET
iajs-471	119	27	image[15	image[15	NOUN
iajs-471	119	28	]	]	PUNCT
iajs-471	119	29	.	.	PUNCT
iajs-471	120	1	median	median	ADJ
iajs-471	120	2	filter	filter	NOUN
iajs-471	120	3	median	median	NOUN
iajs-471	120	4	filtering	filtering	NOUN
iajs-471	120	5	is	be	AUX
iajs-471	120	6	a	a	DET
iajs-471	120	7	nonlinear	nonlinear	ADJ
iajs-471	120	8	signal	signal	NOUN
iajs-471	120	9	processing	processing	NOUN
iajs-471	120	10	technique	technique	NOUN
iajs-471	120	11	developed	develop	VERB
iajs-471	120	12	by	by	ADP
iajs-471	120	13	tukey	tukey	NOUN
iajs-471	120	14	that	that	PRON
iajs-471	120	15	is	be	AUX
iajs-471	120	16	useful	useful	ADJ
iajs-471	120	17	for	for	ADP
iajs-471	120	18	noise	noise	NOUN
iajs-471	120	19	suppression	suppression	NOUN
iajs-471	120	20	in	in	ADP
iajs-471	120	21	images	image	NOUN
iajs-471	120	22	.	.	PUNCT
iajs-471	121	1	in	in	ADP
iajs-471	121	2	one	one	NUM
iajs-471	121	3	-	-	PUNCT
iajs-471	121	4	dimensional	dimensional	ADJ
iajs-471	121	5	form	form	NOUN
iajs-471	121	6	,	,	PUNCT
iajs-471	121	7	the	the	DET
iajs-471	121	8	median	median	ADJ
iajs-471	121	9	filter	filter	NOUN
iajs-471	121	10	consists	consist	VERB
iajs-471	121	11	of	of	ADP
iajs-471	121	12	a	a	DET
iajs-471	121	13	sliding	slide	VERB
iajs-471	121	14	window	window	NOUN
iajs-471	121	15	encompassing	encompass	VERB
iajs-471	121	16	an	an	DET
iajs-471	121	17	odd	odd	ADJ
iajs-471	121	18	number	number	NOUN
iajs-471	121	19	of	of	ADP
iajs-471	121	20	pixels	pixel	NOUN
iajs-471	121	21	.	.	PUNCT
iajs-471	122	1	the	the	DET
iajs-471	122	2	center	center	NOUN
iajs-471	122	3	pixel	pixel	VERB
iajs-471	122	4	in	in	ADP
iajs-471	122	5	the	the	DET
iajs-471	122	6	window	window	NOUN
iajs-471	122	7	is	be	AUX
iajs-471	122	8	replaced	replace	VERB
iajs-471	122	9	by	by	ADP
iajs-471	122	10	the	the	DET
iajs-471	122	11	median	median	NOUN
iajs-471	122	12	of	of	ADP
iajs-471	122	13	the	the	DET
iajs-471	122	14	pixels	pixel	NOUN
iajs-471	122	15	in	in	ADP
iajs-471	122	16	the	the	DET
iajs-471	122	17	window	window	NOUN
iajs-471	122	18	.	.	PUNCT
iajs-471	123	1	the	the	DET
iajs-471	123	2	median	median	NOUN
iajs-471	123	3	of	of	ADP
iajs-471	123	4	a	a	DET
iajs-471	123	5	discrete	discrete	ADJ
iajs-471	123	6	sequence	sequence	NOUN
iajs-471	123	7	a1	a1	NOUN
iajs-471	123	8	,	,	PUNCT
iajs-471	123	9	a2	a2	PROPN
iajs-471	123	10	,	,	PUNCT
iajs-471	123	11	...	...	PUNCT
iajs-471	123	12	,	,	PUNCT
iajs-471	123	13	an	an	PRON
iajs-471	123	14	for	for	ADP
iajs-471	123	15	n	n	PRON
iajs-471	123	16	odd	odd	ADJ
iajs-471	123	17	is	be	AUX
iajs-471	123	18	that	that	DET
iajs-471	123	19	member	member	NOUN
iajs-471	123	20	of	of	ADP
iajs-471	123	21	the	the	DET
iajs-471	123	22	sequence	sequence	NOUN
iajs-471	123	23	for	for	ADP
iajs-471	123	24	which	which	PRON
iajs-471	123	25	(	(	PUNCT
iajs-471	123	26	n	n	X
iajs-471	123	27	–	–	PUNCT
iajs-471	123	28	1)/2	1)/2	NUM
iajs-471	123	29	elements	element	NOUN
iajs-471	123	30	are	be	AUX
iajs-471	123	31	smaller	small	ADJ
iajs-471	123	32	or	or	CCONJ
iajs-471	123	33	equal	equal	ADJ
iajs-471	123	34	in	in	ADP
iajs-471	123	35	value	value	NOUN
iajs-471	123	36	and	and	CCONJ
iajs-471	123	37	(	(	PUNCT
iajs-471	123	38	n	n	X
iajs-471	123	39	–	–	PUNCT
iajs-471	123	40	1)/2	1)/2	NUM
iajs-471	123	41	elements	element	NOUN
iajs-471	123	42	are	be	AUX
iajs-471	123	43	larger	large	ADJ
iajs-471	123	44	or	or	CCONJ
iajs-471	123	45	equal	equal	ADJ
iajs-471	123	46	in	in	ADP
iajs-471	123	47	value	value	NOUN
iajs-471	123	48	.	.	PUNCT
iajs-471	124	1	the	the	DET
iajs-471	124	2	concept	concept	NOUN
iajs-471	124	3	of	of	ADP
iajs-471	124	4	the	the	DET
iajs-471	124	5	median	median	ADJ
iajs-471	124	6	filter	filter	NOUN
iajs-471	124	7	can	can	AUX
iajs-471	124	8	be	be	AUX
iajs-471	124	9	extended	extend	VERB
iajs-471	124	10	easily	easily	ADV
iajs-471	124	11	into	into	ADP
iajs-471	124	12	two	two	NUM
iajs-471	124	13	dimensions	dimension	NOUN
iajs-471	124	14	by	by	ADP
iajs-471	124	15	utilizing	utilize	VERB
iajs-471	124	16	a	a	DET
iajs-471	124	17	two	two	NUM
iajs-471	124	18	-	-	PUNCT
iajs-471	124	19	dimensional	dimensional	ADJ
iajs-471	124	20	window	window	NOUN
iajs-471	124	21	of	of	ADP
iajs-471	124	22	some	some	DET
iajs-471	124	23	desired	desire	VERB
iajs-471	124	24	shape	shape	NOUN
iajs-471	124	25	such	such	ADJ
iajs-471	124	26	as	as	ADP
iajs-471	124	27	a	a	DET
iajs-471	124	28	rectangle	rectangle	NOUN
iajs-471	124	29	or	or	CCONJ
iajs-471	124	30	discrete	discrete	ADJ
iajs-471	124	31	approximation	approximation	NOUN
iajs-471	124	32	to	to	ADP
iajs-471	124	33	a	a	DET
iajs-471	124	34	circle	circle	NOUN
iajs-471	124	35	.	.	PUNCT
iajs-471	125	1	it	it	PRON
iajs-471	125	2	is	be	AUX
iajs-471	125	3	389	389	NUM
iajs-471	126	1	|	|	NOUN
iajs-471	126	2	computer	computer	NOUN
iajs-471	126	3	science	science	NOUN
iajs-471	126	4	@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	PROPN
iajs-471	126	5	�	�	PROPN
iajs-471	126	6	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	NUM
iajs-471	126	7	:	:	PUNCT
iajs-471	126	8	a@âig@ú‹	a@âig@ú‹	PROPN
iajs-471	127	1	©	©	PROPN
iajs-471	127	2	@ü‹1a26@@öü»€a@i2@‚b«@h2013	@ü‹1a26@@öü»€a@i2@‚b«@h2013	PROPN
iajs-471	127	3	ibn	ibn	PROPN
iajs-471	127	4	al	al	PROPN
iajs-471	127	5	-	-	PUNCT
iajs-471	127	6	haitham	haitham	PROPN
iajs-471	127	7	jour	jour	X
iajs-471	127	8	.	.	PROPN
iajs-471	128	1	for	for	ADP
iajs-471	128	2	pure	pure	ADJ
iajs-471	128	3	&	&	CCONJ
iajs-471	128	4	appl	appl	PROPN
iajs-471	128	5	.	.	PUNCT
iajs-471	129	1	sci	sci	PROPN
iajs-471	129	2	.	.	PUNCT
iajs-471	129	3	vol	vol	NOUN
iajs-471	129	4	.	.	PROPN
iajs-471	130	1	26	26	NUM
iajs-471	130	2	(	(	PUNCT
iajs-471	130	3	2	2	NUM
iajs-471	130	4	)	)	PUNCT
iajs-471	130	5	2013	2013	NUM
iajs-471	130	6	obvious	obvious	ADJ
iajs-471	130	7	that	that	SCONJ
iajs-471	130	8	a	a	DET
iajs-471	130	9	two	two	NUM
iajs-471	130	10	-	-	PUNCT
iajs-471	130	11	dimensional	dimensional	ADJ
iajs-471	130	12	median	median	ADJ
iajs-471	130	13	filter	filter	NOUN
iajs-471	130	14	will	will	AUX
iajs-471	130	15	provide	provide	VERB
iajs-471	130	16	a	a	DET
iajs-471	130	17	greater	great	ADJ
iajs-471	130	18	degree	degree	NOUN
iajs-471	130	19	of	of	ADP
iajs-471	130	20	noise	noise	NOUN
iajs-471	130	21	suppression	suppression	NOUN
iajs-471	130	22	than	than	ADP
iajs-471	130	23	sequential	sequential	ADJ
iajs-471	130	24	processing	processing	NOUN
iajs-471	130	25	with	with	ADP
iajs-471	130	26	median	median	ADJ
iajs-471	130	27	filters	filter	NOUN
iajs-471	130	28	,	,	PUNCT
iajs-471	130	29	but	but	CCONJ
iajs-471	130	30	two	two	NUM
iajs-471	130	31	-	-	PUNCT
iajs-471	130	32	dimensional	dimensional	ADJ
iajs-471	130	33	processing	processing	NOUN
iajs-471	130	34	also	also	ADV
iajs-471	130	35	results	result	VERB
iajs-471	130	36	in	in	ADP
iajs-471	130	37	greater	great	ADJ
iajs-471	130	38	signal	signal	NOUN
iajs-471	130	39	suppression	suppression	NOUN
iajs-471	130	40	[	[	X
iajs-471	130	41	16	16	NUM
iajs-471	130	42	]	]	PUNCT
iajs-471	130	43	.	.	PUNCT
iajs-471	131	1	a	a	DET
iajs-471	131	2	special	special	ADJ
iajs-471	131	3	type	type	NOUN
iajs-471	131	4	of	of	ADP
iajs-471	131	5	low	low	ADJ
iajs-471	131	6	-	-	PUNCT
iajs-471	131	7	pass	pass	NOUN
iajs-471	131	8	filter	filter	NOUN
iajs-471	131	9	is	be	AUX
iajs-471	131	10	the	the	DET
iajs-471	131	11	median	median	ADJ
iajs-471	131	12	filter	filter	NOUN
iajs-471	131	13	.	.	PUNCT
iajs-471	132	1	the	the	DET
iajs-471	132	2	median	median	ADJ
iajs-471	132	3	filter	filter	NOUN
iajs-471	132	4	takes	take	VERB
iajs-471	132	5	an	an	DET
iajs-471	132	6	area	area	NOUN
iajs-471	132	7	of	of	ADP
iajs-471	132	8	an	an	DET
iajs-471	132	9	image	image	NOUN
iajs-471	132	10	(	(	PUNCT
iajs-471	132	11	3x3	3x3	NUM
iajs-471	132	12	,	,	PUNCT
iajs-471	132	13	5x5	5x5	NUM
iajs-471	132	14	,	,	PUNCT
iajs-471	132	15	7x7	7x7	NUM
iajs-471	132	16	,	,	PUNCT
iajs-471	132	17	etc	etc	X
iajs-471	132	18	.	.	X
iajs-471	132	19	)	)	PUNCT
iajs-471	132	20	,	,	PUNCT
iajs-471	132	21	looks	look	VERB
iajs-471	132	22	at	at	ADP
iajs-471	132	23	all	all	DET
iajs-471	132	24	the	the	DET
iajs-471	132	25	pixel	pixel	PROPN
iajs-471	132	26	values	value	NOUN
iajs-471	132	27	in	in	ADP
iajs-471	132	28	that	that	DET
iajs-471	132	29	area	area	NOUN
iajs-471	132	30	,	,	PUNCT
iajs-471	132	31	and	and	CCONJ
iajs-471	132	32	replaces	replace	VERB
iajs-471	132	33	the	the	DET
iajs-471	132	34	center	center	NOUN
iajs-471	132	35	pixel	pixel	VERB
iajs-471	132	36	with	with	ADP
iajs-471	132	37	the	the	DET
iajs-471	132	38	median	median	ADJ
iajs-471	132	39	value	value	NOUN
iajs-471	132	40	.	.	PUNCT
iajs-471	133	1	the	the	DET
iajs-471	133	2	median	median	ADJ
iajs-471	133	3	filter	filter	NOUN
iajs-471	133	4	does	do	AUX
iajs-471	133	5	not	not	PART
iajs-471	133	6	require	require	VERB
iajs-471	133	7	convolution	convolution	NOUN
iajs-471	133	8	.	.	PUNCT
iajs-471	134	1	it	it	PRON
iajs-471	134	2	does	do	VERB
iajs-471	134	3	,	,	PUNCT
iajs-471	134	4	however	however	ADV
iajs-471	134	5	,	,	PUNCT
iajs-471	134	6	require	require	VERB
iajs-471	134	7	sorting	sort	VERB
iajs-471	134	8	the	the	DET
iajs-471	134	9	values	value	NOUN
iajs-471	134	10	in	in	ADP
iajs-471	134	11	the	the	DET
iajs-471	134	12	image	image	NOUN
iajs-471	134	13	area	area	NOUN
iajs-471	134	14	to	to	PART
iajs-471	134	15	find	find	VERB
iajs-471	134	16	the	the	DET
iajs-471	134	17	median	median	ADJ
iajs-471	134	18	value	value	NOUN
iajs-471	134	19	.	.	PUNCT
iajs-471	135	1	there	there	PRON
iajs-471	135	2	are	be	VERB
iajs-471	135	3	two	two	NUM
iajs-471	135	4	noteworthy	noteworthy	ADJ
iajs-471	135	5	features	feature	NOUN
iajs-471	135	6	of	of	ADP
iajs-471	135	7	the	the	DET
iajs-471	135	8	median	median	ADJ
iajs-471	135	9	filter	filter	NOUN
iajs-471	135	10	.	.	PUNCT
iajs-471	136	1	first	first	ADV
iajs-471	136	2	,	,	PUNCT
iajs-471	136	3	it	it	PRON
iajs-471	136	4	is	be	AUX
iajs-471	136	5	easy	easy	ADJ
iajs-471	136	6	to	to	PART
iajs-471	136	7	change	change	VERB
iajs-471	136	8	the	the	DET
iajs-471	136	9	size	size	NOUN
iajs-471	136	10	of	of	ADP
iajs-471	136	11	the	the	DET
iajs-471	136	12	median	median	ADJ
iajs-471	136	13	filter	filter	NOUN
iajs-471	136	14	.	.	PUNCT
iajs-471	137	1	(	(	PUNCT
iajs-471	137	2	the	the	DET
iajs-471	137	3	images	image	NOUN
iajs-471	137	4	later	later	ADV
iajs-471	137	5	will	will	AUX
iajs-471	137	6	show	show	VERB
iajs-471	137	7	the	the	DET
iajs-471	137	8	effect	effect	NOUN
iajs-471	137	9	of	of	ADP
iajs-471	137	10	using	use	VERB
iajs-471	137	11	a	a	DET
iajs-471	137	12	different	different	ADJ
iajs-471	137	13	size	size	NOUN
iajs-471	137	14	.	.	PUNCT
iajs-471	137	15	)	)	PUNCT
iajs-471	138	1	implementing	implement	VERB
iajs-471	138	2	the	the	DET
iajs-471	138	3	different	different	ADJ
iajs-471	138	4	size	size	NOUN
iajs-471	138	5	is	be	AUX
iajs-471	138	6	a	a	DET
iajs-471	138	7	simple	simple	ADJ
iajs-471	138	8	matter	matter	NOUN
iajs-471	138	9	of	of	ADP
iajs-471	138	10	for	for	ADP
iajs-471	138	11	loops	loop	NOUN
iajs-471	138	12	in	in	ADP
iajs-471	138	13	the	the	DET
iajs-471	138	14	code	code	NOUN
iajs-471	138	15	.	.	PUNCT
iajs-471	139	1	second	second	ADJ
iajs-471	139	2	,	,	PUNCT
iajs-471	139	3	median	median	ADJ
iajs-471	139	4	filters	filter	NOUN
iajs-471	139	5	remove	remove	VERB
iajs-471	139	6	noise	noise	NOUN
iajs-471	139	7	in	in	ADP
iajs-471	139	8	images	image	NOUN
iajs-471	139	9	,	,	PUNCT
iajs-471	139	10	but	but	CCONJ
iajs-471	139	11	change	change	VERB
iajs-471	139	12	noise	noise	NOUN
iajs-471	139	13	-	-	PUNCT
iajs-471	139	14	free	free	ADJ
iajs-471	139	15	parts	part	NOUN
iajs-471	139	16	of	of	ADP
iajs-471	139	17	images	image	NOUN
iajs-471	139	18	minimally	minimally	ADV
iajs-471	139	19	[	[	X
iajs-471	139	20	17	17	NUM
iajs-471	139	21	]	]	PUNCT
iajs-471	139	22	.	.	PUNCT
iajs-471	140	1	the	the	DET
iajs-471	140	2	canny	canny	ADJ
iajs-471	140	3	edge	edge	NOUN
iajs-471	140	4	detector	detector	NOUN
iajs-471	140	5	the	the	DET
iajs-471	140	6	canny	canny	ADJ
iajs-471	140	7	edge	edge	NOUN
iajs-471	140	8	detector	detector	NOUN
iajs-471	140	9	is	be	AUX
iajs-471	140	10	widely	widely	ADV
iajs-471	140	11	considered	consider	VERB
iajs-471	140	12	to	to	PART
iajs-471	140	13	be	be	AUX
iajs-471	140	14	the	the	DET
iajs-471	140	15	standard	standard	ADJ
iajs-471	140	16	edge	edge	NOUN
iajs-471	140	17	detection	detection	NOUN
iajs-471	140	18	algorithm	algorithm	NOUN
iajs-471	140	19	in	in	ADP
iajs-471	140	20	the	the	DET
iajs-471	140	21	industry	industry	NOUN
iajs-471	140	22	.	.	PUNCT
iajs-471	141	1	it	it	PRON
iajs-471	141	2	was	be	AUX
iajs-471	141	3	first	first	ADV
iajs-471	141	4	created	create	VERB
iajs-471	141	5	by	by	ADP
iajs-471	141	6	john	john	PROPN
iajs-471	141	7	canny	canny	PROPN
iajs-471	141	8	for	for	ADP
iajs-471	141	9	his	his	PRON
iajs-471	141	10	masters	master	NOUN
iajs-471	141	11	thesis	thesis	NOUN
iajs-471	141	12	at	at	ADP
iajs-471	141	13	mit	mit	NOUN
iajs-471	141	14	in	in	ADP
iajs-471	141	15	1983	1983	NUM
iajs-471	141	16	,	,	PUNCT
iajs-471	141	17	and	and	CCONJ
iajs-471	141	18	still	still	ADV
iajs-471	141	19	outperforms	outperform	VERB
iajs-471	141	20	many	many	ADJ
iajs-471	141	21	of	of	ADP
iajs-471	141	22	the	the	DET
iajs-471	141	23	newer	new	ADJ
iajs-471	141	24	algorithms	algorithm	NOUN
iajs-471	141	25	that	that	PRON
iajs-471	141	26	have	have	AUX
iajs-471	141	27	been	be	AUX
iajs-471	141	28	developed	develop	VERB
iajs-471	141	29	.	.	PUNCT
iajs-471	142	1	canny	canny	ADJ
iajs-471	142	2	saw	see	VERB
iajs-471	142	3	the	the	DET
iajs-471	142	4	edge	edge	NOUN
iajs-471	142	5	detection	detection	NOUN
iajs-471	142	6	problem	problem	NOUN
iajs-471	142	7	as	as	ADP
iajs-471	142	8	a	a	DET
iajs-471	142	9	signal	signal	ADJ
iajs-471	142	10	processing	processing	NOUN
iajs-471	142	11	optimization	optimization	NOUN
iajs-471	142	12	problem	problem	NOUN
iajs-471	142	13	,	,	PUNCT
iajs-471	142	14	so	so	ADV
iajs-471	142	15	he	he	PRON
iajs-471	142	16	developed	develop	VERB
iajs-471	142	17	an	an	DET
iajs-471	142	18	objective	objective	ADJ
iajs-471	142	19	function	function	NOUN
iajs-471	142	20	to	to	PART
iajs-471	142	21	be	be	AUX
iajs-471	142	22	optimized	optimize	VERB
iajs-471	142	23	.	.	PUNCT
iajs-471	143	1	the	the	DET
iajs-471	143	2	solution	solution	NOUN
iajs-471	143	3	to	to	ADP
iajs-471	143	4	this	this	DET
iajs-471	143	5	problem	problem	NOUN
iajs-471	143	6	was	be	AUX
iajs-471	143	7	a	a	DET
iajs-471	143	8	rather	rather	ADV
iajs-471	143	9	complex	complex	ADJ
iajs-471	143	10	exponential	exponential	ADJ
iajs-471	143	11	function	function	NOUN
iajs-471	143	12	,	,	PUNCT
iajs-471	143	13	but	but	CCONJ
iajs-471	143	14	canny	canny	ADJ
iajs-471	143	15	found	find	VERB
iajs-471	143	16	several	several	ADJ
iajs-471	143	17	ways	way	NOUN
iajs-471	143	18	to	to	PART
iajs-471	143	19	approximate	approximate	VERB
iajs-471	143	20	and	and	CCONJ
iajs-471	143	21	optimize	optimize	VERB
iajs-471	143	22	the	the	DET
iajs-471	143	23	edge	edge	NOUN
iajs-471	143	24	-	-	PUNCT
iajs-471	143	25	searching	searching	NOUN
iajs-471	143	26	problem	problem	NOUN
iajs-471	143	27	.	.	PUNCT
iajs-471	144	1	the	the	DET
iajs-471	144	2	steps	step	NOUN
iajs-471	144	3	in	in	ADP
iajs-471	144	4	the	the	DET
iajs-471	144	5	canny	canny	ADJ
iajs-471	144	6	edge	edge	NOUN
iajs-471	144	7	detector	detector	NOUN
iajs-471	144	8	are	be	AUX
iajs-471	144	9	as	as	SCONJ
iajs-471	144	10	follows	follow	VERB
iajs-471	144	11	:	:	PUNCT
iajs-471	145	1	1	1	X
iajs-471	145	2	.	.	X
iajs-471	145	3	smooth	smooth	VERB
iajs-471	145	4	the	the	DET
iajs-471	145	5	image	image	NOUN
iajs-471	145	6	with	with	ADP
iajs-471	145	7	a	a	DET
iajs-471	145	8	two	two	NUM
iajs-471	145	9	dimensional	dimensional	ADJ
iajs-471	145	10	gaussian	gaussian	NOUN
iajs-471	145	11	.	.	PUNCT
iajs-471	146	1	in	in	ADP
iajs-471	146	2	most	most	ADJ
iajs-471	146	3	cases	case	NOUN
iajs-471	146	4	the	the	DET
iajs-471	146	5	computation	computation	NOUN
iajs-471	146	6	of	of	ADP
iajs-471	146	7	a	a	DET
iajs-471	146	8	two	two	NUM
iajs-471	146	9	dimensional	dimensional	ADJ
iajs-471	146	10	gaussian	gaussian	NOUN
iajs-471	146	11	is	be	AUX
iajs-471	146	12	costly	costly	ADJ
iajs-471	146	13	,	,	PUNCT
iajs-471	146	14	so	so	CCONJ
iajs-471	146	15	it	it	PRON
iajs-471	146	16	is	be	AUX
iajs-471	146	17	approximated	approximate	VERB
iajs-471	146	18	by	by	ADP
iajs-471	146	19	two	two	NUM
iajs-471	146	20	one	one	NUM
iajs-471	146	21	dimensional	dimensional	ADJ
iajs-471	146	22	gaussians	gaussian	NOUN
iajs-471	146	23	,	,	PUNCT
iajs-471	146	24	one	one	NUM
iajs-471	146	25	in	in	ADP
iajs-471	146	26	the	the	DET
iajs-471	146	27	x	x	NOUN
iajs-471	146	28	direction	direction	NOUN
iajs-471	146	29	and	and	CCONJ
iajs-471	146	30	the	the	DET
iajs-471	146	31	other	other	ADJ
iajs-471	146	32	in	in	ADP
iajs-471	146	33	the	the	DET
iajs-471	146	34	y	y	PROPN
iajs-471	146	35	direction	direction	NOUN
iajs-471	146	36	.	.	PUNCT
iajs-471	147	1	2	2	X
iajs-471	147	2	.	.	X
iajs-471	147	3	take	take	VERB
iajs-471	147	4	the	the	DET
iajs-471	147	5	gradient	gradient	NOUN
iajs-471	147	6	of	of	ADP
iajs-471	147	7	the	the	DET
iajs-471	147	8	image	image	NOUN
iajs-471	147	9	.	.	PUNCT
iajs-471	148	1	this	this	PRON
iajs-471	148	2	shows	show	VERB
iajs-471	148	3	changes	change	NOUN
iajs-471	148	4	in	in	ADP
iajs-471	148	5	intensity	intensity	NOUN
iajs-471	148	6	,	,	PUNCT
iajs-471	148	7	which	which	PRON
iajs-471	148	8	indicates	indicate	VERB
iajs-471	148	9	the	the	DET
iajs-471	148	10	presence	presence	NOUN
iajs-471	148	11	of	of	ADP
iajs-471	148	12	edges	edge	NOUN
iajs-471	148	13	.	.	PUNCT
iajs-471	149	1	this	this	PRON
iajs-471	149	2	actually	actually	ADV
iajs-471	149	3	gives	give	VERB
iajs-471	149	4	two	two	NUM
iajs-471	149	5	results	result	NOUN
iajs-471	149	6	,	,	PUNCT
iajs-471	149	7	the	the	DET
iajs-471	149	8	gradient	gradient	NOUN
iajs-471	149	9	in	in	ADP
iajs-471	149	10	the	the	DET
iajs-471	149	11	x	x	NOUN
iajs-471	149	12	direction	direction	NOUN
iajs-471	149	13	and	and	CCONJ
iajs-471	149	14	the	the	DET
iajs-471	149	15	gradient	gradient	NOUN
iajs-471	149	16	in	in	ADP
iajs-471	149	17	the	the	DET
iajs-471	149	18	y	y	PROPN
iajs-471	149	19	direction	direction	NOUN
iajs-471	149	20	.	.	PUNCT
iajs-471	150	1	3	3	X
iajs-471	150	2	.	.	X
iajs-471	150	3	non	non	ADJ
iajs-471	150	4	-	-	ADJ
iajs-471	150	5	maximal	maximal	ADJ
iajs-471	150	6	suppression	suppression	NOUN
iajs-471	150	7	.	.	PUNCT
iajs-471	151	1	edges	edge	NOUN
iajs-471	151	2	will	will	AUX
iajs-471	151	3	occur	occur	VERB
iajs-471	151	4	at	at	ADP
iajs-471	151	5	points	point	NOUN
iajs-471	151	6	the	the	DET
iajs-471	151	7	where	where	SCONJ
iajs-471	151	8	the	the	DET
iajs-471	151	9	gradient	gradient	NOUN
iajs-471	151	10	is	be	AUX
iajs-471	151	11	at	at	ADP
iajs-471	151	12	a	a	DET
iajs-471	151	13	maximum	maximum	NOUN
iajs-471	151	14	.	.	PUNCT
iajs-471	152	1	therefore	therefore	ADV
iajs-471	152	2	,	,	PUNCT
iajs-471	152	3	all	all	PRON
iajs-471	152	4	points	point	VERB
iajs-471	152	5	not	not	PART
iajs-471	152	6	at	at	ADP
iajs-471	152	7	a	a	DET
iajs-471	152	8	maximum	maximum	NOUN
iajs-471	152	9	should	should	AUX
iajs-471	152	10	be	be	AUX
iajs-471	152	11	suppressed	suppress	VERB
iajs-471	152	12	.	.	PUNCT
iajs-471	153	1	in	in	ADP
iajs-471	153	2	order	order	NOUN
iajs-471	153	3	to	to	PART
iajs-471	153	4	do	do	AUX
iajs-471	153	5	this	this	PRON
iajs-471	153	6	,	,	PUNCT
iajs-471	153	7	the	the	DET
iajs-471	153	8	magnitude	magnitude	NOUN
iajs-471	153	9	and	and	CCONJ
iajs-471	153	10	direction	direction	NOUN
iajs-471	153	11	of	of	ADP
iajs-471	153	12	the	the	DET
iajs-471	153	13	gradient	gradient	NOUN
iajs-471	153	14	is	be	AUX
iajs-471	153	15	computed	compute	VERB
iajs-471	153	16	at	at	ADP
iajs-471	153	17	each	each	DET
iajs-471	153	18	pixel	pixel	NOUN
iajs-471	153	19	.	.	PUNCT
iajs-471	154	1	then	then	ADV
iajs-471	154	2	for	for	ADP
iajs-471	154	3	each	each	DET
iajs-471	154	4	pixel	pixel	NOUN
iajs-471	154	5	check	check	VERB
iajs-471	154	6	if	if	SCONJ
iajs-471	154	7	the	the	DET
iajs-471	154	8	magnitude	magnitude	NOUN
iajs-471	154	9	of	of	ADP
iajs-471	154	10	the	the	DET
iajs-471	154	11	gradient	gradient	NOUN
iajs-471	154	12	is	be	AUX
iajs-471	154	13	greater	great	ADJ
iajs-471	154	14	at	at	ADP
iajs-471	154	15	one	one	NUM
iajs-471	154	16	pixel	pixel	NOUN
iajs-471	154	17	's	's	PART
iajs-471	154	18	distance	distance	NOUN
iajs-471	154	19	away	away	ADV
iajs-471	154	20	in	in	ADP
iajs-471	154	21	either	either	CCONJ
iajs-471	154	22	the	the	DET
iajs-471	154	23	positive	positive	ADJ
iajs-471	154	24	or	or	CCONJ
iajs-471	154	25	the	the	DET
iajs-471	154	26	negative	negative	ADJ
iajs-471	154	27	direction	direction	NOUN
iajs-471	154	28	perpendicular	perpendicular	NOUN
iajs-471	154	29	to	to	ADP
iajs-471	154	30	the	the	DET
iajs-471	154	31	gradient	gradient	NOUN
iajs-471	154	32	.	.	PUNCT
iajs-471	155	1	if	if	SCONJ
iajs-471	155	2	the	the	DET
iajs-471	155	3	pixel	pixel	NOUN
iajs-471	155	4	is	be	AUX
iajs-471	155	5	not	not	PART
iajs-471	155	6	greater	great	ADJ
iajs-471	155	7	than	than	ADP
iajs-471	155	8	both	both	ADV
iajs-471	155	9	,	,	PUNCT
iajs-471	155	10	suppress	suppress	VERB
iajs-471	155	11	it	it	PRON
iajs-471	155	12	.	.	PUNCT
iajs-471	156	1	4	4	X
iajs-471	156	2	.	.	X
iajs-471	156	3	edge	edge	NOUN
iajs-471	156	4	thresholding	thresholde	VERB
iajs-471	156	5	.	.	PUNCT
iajs-471	157	1	the	the	DET
iajs-471	157	2	method	method	NOUN
iajs-471	157	3	of	of	ADP
iajs-471	157	4	thresholding	thresholding	NOUN
iajs-471	157	5	used	use	VERB
iajs-471	157	6	by	by	ADP
iajs-471	157	7	the	the	DET
iajs-471	157	8	canny	canny	ADJ
iajs-471	157	9	edge	edge	NOUN
iajs-471	157	10	detector	detector	NOUN
iajs-471	157	11	is	be	AUX
iajs-471	157	12	referred	refer	VERB
iajs-471	157	13	to	to	ADP
iajs-471	157	14	as	as	ADP
iajs-471	157	15	"	"	PUNCT
iajs-471	157	16	hysteresis	hysteresis	NOUN
iajs-471	157	17	"	"	PUNCT
iajs-471	157	18	.	.	PUNCT
iajs-471	158	1	it	it	PRON
iajs-471	158	2	makes	make	VERB
iajs-471	158	3	use	use	NOUN
iajs-471	158	4	of	of	ADP
iajs-471	158	5	both	both	CCONJ
iajs-471	158	6	a	a	DET
iajs-471	158	7	high	high	ADJ
iajs-471	158	8	threshold	threshold	NOUN
iajs-471	158	9	and	and	CCONJ
iajs-471	158	10	a	a	DET
iajs-471	158	11	low	low	ADJ
iajs-471	158	12	threshold	threshold	NOUN
iajs-471	158	13	.	.	PUNCT
iajs-471	159	1	if	if	SCONJ
iajs-471	159	2	a	a	DET
iajs-471	159	3	pixel	pixel	NOUN
iajs-471	159	4	has	have	VERB
iajs-471	159	5	a	a	DET
iajs-471	159	6	value	value	NOUN
iajs-471	159	7	above	above	ADP
iajs-471	159	8	the	the	DET
iajs-471	159	9	high	high	ADJ
iajs-471	159	10	threshold	threshold	NOUN
iajs-471	159	11	,	,	PUNCT
iajs-471	159	12	it	it	PRON
iajs-471	159	13	is	be	AUX
iajs-471	159	14	set	set	VERB
iajs-471	159	15	as	as	ADP
iajs-471	159	16	an	an	DET
iajs-471	159	17	edge	edge	NOUN
iajs-471	159	18	pixel	pixel	NOUN
iajs-471	159	19	.	.	PUNCT
iajs-471	160	1	if	if	SCONJ
iajs-471	160	2	a	a	DET
iajs-471	160	3	pixel	pixel	NOUN
iajs-471	160	4	has	have	VERB
iajs-471	160	5	a	a	DET
iajs-471	160	6	value	value	NOUN
iajs-471	160	7	above	above	ADP
iajs-471	160	8	the	the	DET
iajs-471	160	9	low	low	ADJ
iajs-471	160	10	threshold	threshold	NOUN
iajs-471	160	11	and	and	CCONJ
iajs-471	160	12	is	be	AUX
iajs-471	160	13	the	the	DET
iajs-471	160	14	neighbor	neighbor	NOUN
iajs-471	160	15	of	of	ADP
iajs-471	160	16	an	an	DET
iajs-471	160	17	edge	edge	NOUN
iajs-471	160	18	pixel	pixel	NOUN
iajs-471	160	19	,	,	PUNCT
iajs-471	160	20	it	it	PRON
iajs-471	160	21	is	be	AUX
iajs-471	160	22	set	set	VERB
iajs-471	160	23	as	as	ADP
iajs-471	160	24	an	an	DET
iajs-471	160	25	edge	edge	NOUN
iajs-471	160	26	pixel	pixel	NOUN
iajs-471	160	27	as	as	ADV
iajs-471	160	28	well	well	ADV
iajs-471	160	29	.	.	PUNCT
iajs-471	161	1	if	if	SCONJ
iajs-471	161	2	a	a	DET
iajs-471	161	3	pixel	pixel	NOUN
iajs-471	161	4	has	have	VERB
iajs-471	161	5	a	a	DET
iajs-471	161	6	value	value	NOUN
iajs-471	161	7	above	above	ADP
iajs-471	161	8	the	the	DET
iajs-471	161	9	low	low	ADJ
iajs-471	161	10	threshold	threshold	NOUN
iajs-471	161	11	but	but	CCONJ
iajs-471	161	12	is	be	AUX
iajs-471	161	13	not	not	PART
iajs-471	161	14	the	the	DET
iajs-471	161	15	neighbor	neighbor	NOUN
iajs-471	161	16	of	of	ADP
iajs-471	161	17	an	an	DET
iajs-471	161	18	edge	edge	NOUN
iajs-471	161	19	pixel	pixel	NOUN
iajs-471	161	20	,	,	PUNCT
iajs-471	161	21	it	it	PRON
iajs-471	161	22	is	be	AUX
iajs-471	161	23	not	not	PART
iajs-471	161	24	set	set	VERB
iajs-471	161	25	as	as	ADP
iajs-471	161	26	an	an	DET
iajs-471	161	27	edge	edge	NOUN
iajs-471	161	28	pixel	pixel	NOUN
iajs-471	161	29	.	.	PUNCT
iajs-471	162	1	if	if	SCONJ
iajs-471	162	2	a	a	DET
iajs-471	162	3	pixel	pixel	NOUN
iajs-471	162	4	has	have	VERB
iajs-471	162	5	a	a	DET
iajs-471	162	6	value	value	NOUN
iajs-471	162	7	below	below	ADP
iajs-471	162	8	the	the	DET
iajs-471	162	9	low	low	ADJ
iajs-471	162	10	threshold	threshold	NOUN
iajs-471	162	11	,	,	PUNCT
iajs-471	162	12	it	it	PRON
iajs-471	162	13	is	be	AUX
iajs-471	162	14	never	never	ADV
iajs-471	162	15	set	set	VERB
iajs-471	162	16	as	as	ADP
iajs-471	162	17	an	an	DET
iajs-471	162	18	edge	edge	NOUN
iajs-471	162	19	pixel	pixel	NOUN
iajs-471	162	20	[	[	X
iajs-471	162	21	18	18	NUM
iajs-471	162	22	]	]	PUNCT
iajs-471	162	23	.	.	PUNCT
iajs-471	163	1	the	the	DET
iajs-471	163	2	canny	canny	ADJ
iajs-471	163	3	edge	edge	NOUN
iajs-471	163	4	detector	detector	NOUN
iajs-471	163	5	arises	arise	VERB
iajs-471	163	6	from	from	ADP
iajs-471	163	7	the	the	DET
iajs-471	163	8	earlier	early	ADJ
iajs-471	163	9	work	work	NOUN
iajs-471	163	10	of	of	ADP
iajs-471	163	11	marr	marr	PROPN
iajs-471	163	12	and	and	CCONJ
iajs-471	163	13	hildreth	hildreth	PROPN
iajs-471	163	14	,	,	PUNCT
iajs-471	163	15	who	who	PRON
iajs-471	163	16	were	be	AUX
iajs-471	163	17	concerned	concern	VERB
iajs-471	163	18	with	with	ADP
iajs-471	163	19	modeling	model	VERB
iajs-471	163	20	the	the	DET
iajs-471	163	21	early	early	ADJ
iajs-471	163	22	stages	stage	NOUN
iajs-471	163	23	of	of	ADP
iajs-471	163	24	human	human	ADJ
iajs-471	163	25	visual	visual	ADJ
iajs-471	163	26	perception	perception	NOUN
iajs-471	163	27	.	.	PUNCT
iajs-471	164	1	in	in	ADP
iajs-471	164	2	designing	design	VERB
iajs-471	164	3	his	his	PRON
iajs-471	164	4	edge	edge	NOUN
iajs-471	164	5	detector	detector	NOUN
iajs-471	164	6	he	he	PRON
iajs-471	164	7	concentrated	concentrate	VERB
iajs-471	164	8	an	an	DET
iajs-471	164	9	ideal	ideal	ADJ
iajs-471	164	10	step	step	NOUN
iajs-471	164	11	edge	edge	NOUN
iajs-471	164	12	,	,	PUNCT
iajs-471	164	13	represented	represent	VERB
iajs-471	164	14	as	as	ADP
iajs-471	164	15	a	a	DET
iajs-471	164	16	sign	sign	NOUN
iajs-471	164	17	function	function	NOUN
iajs-471	164	18	in	in	ADP
iajs-471	164	19	one	one	NUM
iajs-471	164	20	dimension	dimension	NOUN
iajs-471	164	21	,	,	PUNCT
iajs-471	164	22	corrupted	corrupt	VERB
iajs-471	164	23	by	by	ADP
iajs-471	164	24	an	an	DET
iajs-471	164	25	assumed	assumed	ADJ
iajs-471	164	26	gaussian	gaussian	ADJ
iajs-471	164	27	noise	noise	NOUN
iajs-471	164	28	process	process	NOUN
iajs-471	164	29	.	.	PUNCT
iajs-471	165	1	in	in	ADP
iajs-471	165	2	practice	practice	NOUN
iajs-471	165	3	,	,	PUNCT
iajs-471	165	4	this	this	PRON
iajs-471	165	5	is	be	AUX
iajs-471	165	6	not	not	PART
iajs-471	165	7	an	an	DET
iajs-471	165	8	exact	exact	ADJ
iajs-471	165	9	model	model	NOUN
iajs-471	165	10	but	but	CCONJ
iajs-471	165	11	it	it	PRON
iajs-471	165	12	represents	represent	VERB
iajs-471	165	13	an	an	DET
iajs-471	165	14	approximation	approximation	NOUN
iajs-471	165	15	to	to	ADP
iajs-471	165	16	the	the	DET
iajs-471	165	17	effects	effect	NOUN
iajs-471	165	18	of	of	ADP
iajs-471	165	19	sensor	sensor	NOUN
iajs-471	165	20	noise	noise	NOUN
iajs-471	165	21	,	,	PUNCT
iajs-471	165	22	sampling	sampling	NOUN
iajs-471	165	23	and	and	CCONJ
iajs-471	165	24	quantisation	quantisation	NOUN
iajs-471	165	25	.	.	PUNCT
iajs-471	166	1	the	the	DET
iajs-471	166	2	approach	approach	NOUN
iajs-471	166	3	was	be	AUX
iajs-471	166	4	based	base	VERB
iajs-471	166	5	strongly	strongly	ADV
iajs-471	166	6	on	on	ADP
iajs-471	166	7	convolution	convolution	NOUN
iajs-471	166	8	of	of	ADP
iajs-471	166	9	the	the	DET
iajs-471	166	10	image	image	NOUN
iajs-471	166	11	function	function	NOUN
iajs-471	166	12	with	with	ADP
iajs-471	166	13	gaussian	gaussian	ADJ
iajs-471	166	14	operators	operator	NOUN
iajs-471	166	15	and	and	CCONJ
iajs-471	166	16	their	their	PRON
iajs-471	166	17	derivatives	derivative	NOUN
iajs-471	166	18	,	,	PUNCT
iajs-471	166	19	so	so	SCONJ
iajs-471	166	20	we	we	PRON
iajs-471	166	21	shall	shall	AUX
iajs-471	166	22	consider	consider	VERB
iajs-471	166	23	these	these	PRON
iajs-471	166	24	initially	initially	ADV
iajs-471	166	25	.	.	PUNCT
iajs-471	167	1	considering	consider	VERB
iajs-471	167	2	the	the	DET
iajs-471	167	3	gaussian	gaussian	ADJ
iajs-471	167	4	function	function	NOUN
iajs-471	167	5	in	in	ADP
iajs-471	167	6	one	one	NUM
iajs-471	167	7	dimension	dimension	NOUN
iajs-471	167	8	,	,	PUNCT
iajs-471	167	9	this	this	PRON
iajs-471	167	10	may	may	AUX
iajs-471	167	11	be	be	AUX
iajs-471	167	12	expressed	express	VERB
iajs-471	167	13	..............	..............	PUNCT
iajs-471	168	1	(	(	PUNCT
iajs-471	168	2	4	4	NUM
iajs-471	168	3	)	)	SYM
iajs-471	168	4	390	390	NUM
iajs-471	169	1	|	|	NOUN
iajs-471	169	2	computer	computer	NOUN
iajs-471	169	3	science	science	NOUN
iajs-471	169	4	@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	PROPN
iajs-471	169	5	�	�	PROPN
iajs-471	169	6	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	NUM
iajs-471	169	7	:	:	PUNCT
iajs-471	169	8	a@âig@ú‹	a@âig@ú‹	PROPN
iajs-471	170	1	©	©	PROPN
iajs-471	170	2	@ü‹1a26@@öü»€a@i2@‚b«@h2013	@ü‹1a26@@öü»€a@i2@‚b«@h2013	PROPN
iajs-471	170	3	ibn	ibn	PROPN
iajs-471	170	4	al	al	PROPN
iajs-471	170	5	-	-	PUNCT
iajs-471	170	6	haitham	haitham	PROPN
iajs-471	170	7	jour	jour	X
iajs-471	170	8	.	.	PROPN
iajs-471	171	1	for	for	ADP
iajs-471	171	2	pure	pure	ADJ
iajs-471	171	3	&	&	CCONJ
iajs-471	171	4	appl	appl	PROPN
iajs-471	171	5	.	.	PUNCT
iajs-471	172	1	sci	sci	PROPN
iajs-471	172	2	.	.	PUNCT
iajs-471	172	3	vol	vol	NOUN
iajs-471	172	4	.	.	PROPN
iajs-471	173	1	26	26	NUM
iajs-471	173	2	(	(	PUNCT
iajs-471	173	3	2	2	NUM
iajs-471	173	4	)	)	PUNCT
iajs-471	173	5	2013	2013	NUM
iajs-471	173	6	and	and	CCONJ
iajs-471	173	7	the	the	DET
iajs-471	173	8	first	first	ADJ
iajs-471	173	9	derivative	derivative	NOUN
iajs-471	173	10	is	be	AUX
iajs-471	173	11	and	and	CCONJ
iajs-471	173	12	the	the	DET
iajs-471	173	13	second	second	ADJ
iajs-471	173	14	derivative	derivative	NOUN
iajs-471	173	15	is	be	AUX
iajs-471	173	16	the	the	DET
iajs-471	173	17	equivalent	equivalent	ADJ
iajs-471	173	18	2d	2d	NUM
iajs-471	173	19	functions	function	NOUN
iajs-471	173	20	are	be	AUX
iajs-471	173	21	most	most	ADV
iajs-471	173	22	easily	easily	ADV
iajs-471	173	23	expressed	express	VERB
iajs-471	173	24	with	with	ADP
iajs-471	173	25	respect	respect	NOUN
iajs-471	173	26	to	to	ADP
iajs-471	173	27	a	a	DET
iajs-471	173	28	polar	polar	ADJ
iajs-471	173	29	coordinate	coordinate	NOUN
iajs-471	173	30	system	system	NOUN
iajs-471	173	31	where	where	SCONJ
iajs-471	173	32	represents	represent	VERB
iajs-471	173	33	the	the	DET
iajs-471	173	34	radial	radial	ADJ
iajs-471	173	35	distance	distance	NOUN
iajs-471	173	36	from	from	ADP
iajs-471	173	37	the	the	DET
iajs-471	173	38	origin	origin	NOUN
iajs-471	173	39	.	.	PUNCT
iajs-471	174	1	the	the	DET
iajs-471	174	2	function	function	NOUN
iajs-471	174	3	is	be	AUX
iajs-471	174	4	symmetrical	symmetrical	ADJ
iajs-471	174	5	and	and	CCONJ
iajs-471	174	6	independent	independent	ADJ
iajs-471	174	7	of	of	ADP
iajs-471	174	8	.	.	PUNCT
iajs-471	175	1	thus	thus	ADV
iajs-471	175	2	,	,	PUNCT
iajs-471	175	3	and	and	CCONJ
iajs-471	175	4	the	the	DET
iajs-471	175	5	first	first	ADJ
iajs-471	175	6	derivative	derivative	NOUN
iajs-471	175	7	is	be	AUX
iajs-471	175	8	,	,	PUNCT
iajs-471	175	9	and	and	CCONJ
iajs-471	175	10	the	the	DET
iajs-471	175	11	second	second	ADJ
iajs-471	175	12	derivative	derivative	NOUN
iajs-471	175	13	is	be	AUX
iajs-471	175	14	,	,	PUNCT
iajs-471	175	15	now	now	ADV
iajs-471	175	16	consider	consider	VERB
iajs-471	175	17	an	an	DET
iajs-471	175	18	ideal	ideal	ADJ
iajs-471	175	19	step	step	NOUN
iajs-471	175	20	edge	edge	NOUN
iajs-471	175	21	.	.	PUNCT
iajs-471	176	1	when	when	SCONJ
iajs-471	176	2	convolved	convolve	VERB
iajs-471	176	3	with	with	ADP
iajs-471	176	4	a	a	DET
iajs-471	176	5	gaussian	gaussian	ADJ
iajs-471	176	6	function	function	NOUN
iajs-471	176	7	.	.	PUNCT
iajs-471	177	1	the	the	DET
iajs-471	177	2	next	next	ADJ
iajs-471	177	3	sketches	sketch	NOUN
iajs-471	177	4	show	show	VERB
iajs-471	177	5	the	the	DET
iajs-471	177	6	first	first	ADJ
iajs-471	177	7	and	and	CCONJ
iajs-471	177	8	second	second	ADJ
iajs-471	177	9	derivatives	derivative	NOUN
iajs-471	177	10	;	;	PUNCT
iajs-471	177	11	the	the	DET
iajs-471	177	12	presence	presence	NOUN
iajs-471	177	13	and	and	CCONJ
iajs-471	177	14	location	location	NOUN
iajs-471	177	15	of	of	ADP
iajs-471	177	16	the	the	DET
iajs-471	177	17	edge	edge	NOUN
iajs-471	177	18	is	be	AUX
iajs-471	177	19	marked	mark	VERB
iajs-471	177	20	by	by	ADP
iajs-471	177	21	a	a	DET
iajs-471	177	22	peak	peak	NOUN
iajs-471	177	23	and	and	CCONJ
iajs-471	177	24	a	a	DET
iajs-471	177	25	zero	zero	NUM
iajs-471	177	26	crossing	crossing	NOUN
iajs-471	177	27	respectively	respectively	ADV
iajs-471	177	28	.	.	PUNCT
iajs-471	178	1	in	in	ADP
iajs-471	178	2	fact	fact	NOUN
iajs-471	178	3	,	,	PUNCT
iajs-471	178	4	the	the	DET
iajs-471	178	5	first	first	ADJ
iajs-471	178	6	derivative	derivative	NOUN
iajs-471	178	7	of	of	ADP
iajs-471	178	8	the	the	DET
iajs-471	178	9	image	image	NOUN
iajs-471	178	10	function	function	NOUN
iajs-471	178	11	convolved	convolve	VERB
iajs-471	178	12	with	with	ADP
iajs-471	178	13	a	a	DET
iajs-471	178	14	gaussian	gaussian	NOUN
iajs-471	178	15	,	,	PUNCT
iajs-471	178	16	is	be	AUX
iajs-471	178	17	equivalent	equivalent	ADJ
iajs-471	178	18	to	to	ADP
iajs-471	178	19	the	the	DET
iajs-471	178	20	image	image	NOUN
iajs-471	178	21	function	function	NOUN
iajs-471	178	22	convolved	convolve	VERB
iajs-471	178	23	with	with	ADP
iajs-471	178	24	the	the	DET
iajs-471	178	25	first	first	ADJ
iajs-471	178	26	derivative	derivative	NOUN
iajs-471	178	27	of	of	ADP
iajs-471	178	28	a	a	DET
iajs-471	178	29	gaussian	gaussian	NOUN
iajs-471	178	30	,	,	PUNCT
iajs-471	178	31	therefore	therefore	ADV
iajs-471	178	32	,	,	PUNCT
iajs-471	178	33	it	it	PRON
iajs-471	178	34	is	be	AUX
iajs-471	178	35	possible	possible	ADJ
iajs-471	178	36	to	to	PART
iajs-471	178	37	combine	combine	VERB
iajs-471	178	38	the	the	DET
iajs-471	178	39	smoothing	smoothing	NOUN
iajs-471	178	40	and	and	CCONJ
iajs-471	178	41	detection	detection	NOUN
iajs-471	178	42	stages	stage	NOUN
iajs-471	178	43	into	into	ADP
iajs-471	178	44	a	a	DET
iajs-471	178	45	single	single	ADJ
iajs-471	178	46	convolution	convolution	NOUN
iajs-471	178	47	in	in	ADP
iajs-471	178	48	one	one	NUM
iajs-471	178	49	dimension	dimension	NOUN
iajs-471	178	50	,	,	PUNCT
iajs-471	178	51	either	either	CCONJ
iajs-471	178	52	convolving	convolve	VERB
iajs-471	178	53	with	with	ADP
iajs-471	178	54	the	the	DET
iajs-471	178	55	first	first	ADJ
iajs-471	178	56	derivative	derivative	NOUN
iajs-471	178	57	of	of	ADP
iajs-471	178	58	the	the	DET
iajs-471	178	59	gaussian	gaussian	NOUN
iajs-471	178	60	and	and	CCONJ
iajs-471	178	61	looking	look	VERB
iajs-471	178	62	for	for	ADP
iajs-471	178	63	peaks	peak	NOUN
iajs-471	178	64	,	,	PUNCT
iajs-471	178	65	or	or	CCONJ
iajs-471	178	66	with	with	ADP
iajs-471	178	67	the	the	DET
iajs-471	178	68	second	second	ADJ
iajs-471	178	69	derivative	derivative	NOUN
iajs-471	178	70	and	and	CCONJ
iajs-471	178	71	looking	look	VERB
iajs-471	178	72	for	for	ADP
iajs-471	178	73	zero	zero	NUM
iajs-471	178	74	crossings	crossing	NOUN
iajs-471	178	75	[	[	X
iajs-471	178	76	19	19	NUM
iajs-471	178	77	]	]	PUNCT
iajs-471	178	78	.	.	PUNCT
iajs-471	179	1	euclidean	euclidean	ADJ
iajs-471	179	2	distance	distance	NOUN
iajs-471	179	3	the	the	DET
iajs-471	179	4	euclidean	euclidean	ADJ
iajs-471	179	5	distance	distance	NOUN
iajs-471	179	6	of	of	ADP
iajs-471	179	7	(	(	PUNCT
iajs-471	179	8	ʋ1	ʋ1	PROPN
iajs-471	179	9	,	,	PUNCT
iajs-471	179	10	ζ1	ζ1	PROPN
iajs-471	179	11	)	)	PUNCT
iajs-471	179	12	and	and	CCONJ
iajs-471	179	13	(	(	PUNCT
iajs-471	179	14	ʋ2	ʋ2	ADV
iajs-471	179	15	,	,	PUNCT
iajs-471	179	16	ζ2	ζ2	NOUN
iajs-471	179	17	)	)	PUNCT
iajs-471	179	18	,	,	PUNCT
iajs-471	179	19	∆ʋ	∆ʋ	PROPN
iajs-471	179	20	=	=	SYM
iajs-471	179	21	ʋ2	ʋ2	ADJ
iajs-471	179	22	-	-	PUNCT
iajs-471	179	23	ʋ1	ʋ1	PROPN
iajs-471	179	24	,	,	PUNCT
iajs-471	179	25	∆ζ	∆ζ	PROPN
iajs-471	179	26	=	=	SYM
iajs-471	179	27	ζ2ζ1	ζ2ζ1	X
iajs-471	180	1	[	[	X
iajs-471	180	2	20	20	NUM
iajs-471	180	3	]	]	PUNCT
iajs-471	180	4	the	the	DET
iajs-471	180	5	proposed	propose	VERB
iajs-471	180	6	signature	signature	NOUN
iajs-471	180	7	verification	verification	NOUN
iajs-471	180	8	algorithm	algorithm	NOUN
iajs-471	180	9	in	in	ADP
iajs-471	180	10	this	this	DET
iajs-471	180	11	section	section	NOUN
iajs-471	180	12	,	,	PUNCT
iajs-471	180	13	i	i	PRON
iajs-471	180	14	will	will	AUX
iajs-471	180	15	present	present	VERB
iajs-471	180	16	many	many	ADJ
iajs-471	180	17	steps	step	NOUN
iajs-471	180	18	that	that	PRON
iajs-471	180	19	summarize	summarize	VERB
iajs-471	180	20	the	the	DET
iajs-471	180	21	proposed	propose	VERB
iajs-471	180	22	signature	signature	NOUN
iajs-471	180	23	verification	verification	NOUN
iajs-471	180	24	algorithm	algorithm	NOUN
iajs-471	180	25	:	:	PUNCT
iajs-471	180	26	1acquire	1acquire	NUM
iajs-471	180	27	the	the	DET
iajs-471	180	28	five	five	NUM
iajs-471	180	29	samples	sample	NOUN
iajs-471	180	30	signature	signature	NOUN
iajs-471	180	31	to	to	ADP
iajs-471	180	32	each	each	DET
iajs-471	180	33	voluntary	voluntary	ADJ
iajs-471	180	34	in	in	ADP
iajs-471	180	35	jpg	jpg	NOUN
iajs-471	180	36	format	format	NOUN
iajs-471	180	37	,	,	PUNCT
iajs-471	180	38	300	300	NUM
iajs-471	180	39	dpi	dpi	NOUN
iajs-471	180	40	.	.	PUNCT
iajs-471	181	1	2enhance	2enhance	NUM
iajs-471	181	2	the	the	DET
iajs-471	181	3	acquired	acquire	VERB
iajs-471	181	4	signature	signature	NOUN
iajs-471	181	5	image	image	NOUN
iajs-471	181	6	by	by	ADP
iajs-471	181	7	applying	apply	VERB
iajs-471	181	8	median	median	ADJ
iajs-471	181	9	filter	filter	NOUN
iajs-471	181	10	to	to	PART
iajs-471	181	11	remove	remove	VERB
iajs-471	181	12	noise	noise	NOUN
iajs-471	181	13	suppression	suppression	NOUN
iajs-471	181	14	from	from	ADP
iajs-471	181	15	the	the	DET
iajs-471	181	16	signature	signature	NOUN
iajs-471	181	17	.	.	PUNCT
iajs-471	182	1	3applying	3applye	VERB
iajs-471	182	2	canny	canny	ADJ
iajs-471	182	3	edge	edge	NOUN
iajs-471	182	4	detector	detector	NOUN
iajs-471	182	5	on	on	ADP
iajs-471	182	6	the	the	DET
iajs-471	182	7	signature	signature	NOUN
iajs-471	182	8	image	image	NOUN
iajs-471	182	9	to	to	PART
iajs-471	182	10	detect	detect	VERB
iajs-471	182	11	the	the	DET
iajs-471	182	12	signature	signature	NOUN
iajs-471	182	13	edges	edge	NOUN
iajs-471	182	14	.	.	PUNCT
iajs-471	183	1	4convert	4convert	NUM
iajs-471	183	2	the	the	DET
iajs-471	183	3	target	target	NOUN
iajs-471	183	4	signature	signature	NOUN
iajs-471	183	5	image	image	NOUN
iajs-471	183	6	to	to	ADP
iajs-471	183	7	binary	binary	ADJ
iajs-471	183	8	image	image	NOUN
iajs-471	183	9	by	by	ADP
iajs-471	183	10	using	use	VERB
iajs-471	183	11	the	the	DET
iajs-471	183	12	global	global	ADJ
iajs-471	183	13	threshold	threshold	NOUN
iajs-471	183	14	value	value	NOUN
iajs-471	183	15	for	for	ADP
iajs-471	183	16	the	the	DET
iajs-471	183	17	image	image	NOUN
iajs-471	183	18	.	.	PUNCT
iajs-471	184	1	5the	5the	NUM
iajs-471	184	2	seven	seven	NUM
iajs-471	184	3	hu	hu	PROPN
iajs-471	184	4	invariants	invariant	VERB
iajs-471	184	5	moments	moment	NOUN
iajs-471	184	6	for	for	ADP
iajs-471	184	7	each	each	DET
iajs-471	184	8	voluntary	voluntary	ADJ
iajs-471	184	9	(	(	PUNCT
iajs-471	184	10	5	5	NUM
iajs-471	184	11	samples	sample	NOUN
iajs-471	184	12	of	of	ADP
iajs-471	184	13	signatures	signature	NOUN
iajs-471	184	14	)	)	PUNCT
iajs-471	184	15	are	be	AUX
iajs-471	184	16	calculated	calculate	VERB
iajs-471	184	17	and	and	CCONJ
iajs-471	184	18	used	use	VERB
iajs-471	184	19	to	to	PART
iajs-471	184	20	compute	compute	VERB
iajs-471	184	21	the	the	DET
iajs-471	184	22	standard	standard	ADJ
iajs-471	184	23	deviation	deviation	NOUN
iajs-471	184	24	for	for	ADP
iajs-471	184	25	the	the	DET
iajs-471	184	26	average	average	NOUN
iajs-471	184	27	of	of	ADP
iajs-471	184	28	moments	moment	NOUN
iajs-471	184	29	belongs	belong	VERB
iajs-471	184	30	to	to	ADP
iajs-471	184	31	...............	...............	PUNCT
iajs-471	184	32	(	(	PUNCT
iajs-471	184	33	5	5	NUM
iajs-471	184	34	)	)	PUNCT
iajs-471	184	35	..........	..........	PUNCT
iajs-471	185	1	(	(	PUNCT
iajs-471	185	2	6	6	NUM
iajs-471	185	3	)	)	PUNCT
iajs-471	185	4	..............	..............	PUNCT
iajs-471	186	1	(	(	PUNCT
iajs-471	186	2	7	7	NUM
iajs-471	186	3	)	)	PUNCT
iajs-471	186	4	..............	..............	PUNCT
iajs-471	187	1	(	(	PUNCT
iajs-471	187	2	8)	8)	NUM
iajs-471	187	3	..............	..............	PUNCT
iajs-471	187	4	(	(	PUNCT
iajs-471	187	5	9	9	NUM
iajs-471	187	6	)	)	PUNCT
iajs-471	187	7	..............	..............	PUNCT
iajs-471	188	1	(	(	PUNCT
iajs-471	188	2	10	10	NUM
iajs-471	188	3	)	)	PUNCT
iajs-471	188	4	..............	..............	PUNCT
iajs-471	189	1	(	(	PUNCT
iajs-471	189	2	11	11	NUM
iajs-471	189	3	)	)	PUNCT
iajs-471	189	4	..............	..............	PUNCT
iajs-471	190	1	(	(	PUNCT
iajs-471	190	2	13	13	NUM
iajs-471	190	3	)	)	PUNCT
iajs-471	190	4	..............	..............	PUNCT
iajs-471	191	1	(	(	PUNCT
iajs-471	191	2	12	12	NUM
iajs-471	191	3	)	)	SYM
iajs-471	191	4	391	391	NUM
iajs-471	191	5	|	|	NOUN
iajs-471	191	6	computer	computer	NOUN
iajs-471	191	7	science	science	NOUN
iajs-471	191	8	@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	PROPN
iajs-471	191	9	�	�	PROPN
iajs-471	191	10	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	NUM
iajs-471	191	11	:	:	PUNCT
iajs-471	191	12	a@âig@ú‹	a@âig@ú‹	PROPN
iajs-471	192	1	©	©	PROPN
iajs-471	192	2	@ü‹1a26@@öü»€a@i2@‚b«@h2013	@ü‹1a26@@öü»€a@i2@‚b«@h2013	PROPN
iajs-471	192	3	ibn	ibn	PROPN
iajs-471	192	4	al	al	PROPN
iajs-471	192	5	-	-	PUNCT
iajs-471	192	6	haitham	haitham	PROPN
iajs-471	192	7	jour	jour	X
iajs-471	192	8	.	.	PROPN
iajs-471	193	1	for	for	ADP
iajs-471	193	2	pure	pure	ADJ
iajs-471	193	3	&	&	CCONJ
iajs-471	193	4	appl	appl	PROPN
iajs-471	193	5	.	.	PUNCT
iajs-471	194	1	sci	sci	PROPN
iajs-471	194	2	.	.	PUNCT
iajs-471	194	3	vol	vol	NOUN
iajs-471	194	4	.	.	PROPN
iajs-471	195	1	26	26	NUM
iajs-471	195	2	(	(	PUNCT
iajs-471	195	3	2	2	NUM
iajs-471	195	4	)	)	PUNCT
iajs-471	195	5	2013	2013	NUM
iajs-471	195	6	each	each	DET
iajs-471	195	7	voluntary	voluntary	ADJ
iajs-471	195	8	and	and	CCONJ
iajs-471	195	9	saved	save	VERB
iajs-471	195	10	as	as	ADP
iajs-471	195	11	a	a	DET
iajs-471	195	12	feature	feature	NOUN
iajs-471	195	13	vector	vector	NOUN
iajs-471	195	14	.	.	PUNCT
iajs-471	196	1	the	the	DET
iajs-471	196	2	sample	sample	NOUN
iajs-471	196	3	order	order	NOUN
iajs-471	196	4	6	6	NUM
iajs-471	196	5	is	be	AUX
iajs-471	196	6	used	use	VERB
iajs-471	196	7	for	for	ADP
iajs-471	196	8	verification	verification	NOUN
iajs-471	196	9	operation	operation	NOUN
iajs-471	196	10	.	.	PUNCT
iajs-471	197	1	the	the	DET
iajs-471	197	2	above	above	ADJ
iajs-471	197	3	steps	step	NOUN
iajs-471	197	4	will	will	AUX
iajs-471	197	5	be	be	AUX
iajs-471	197	6	repeated	repeat	VERB
iajs-471	197	7	to	to	ADP
iajs-471	197	8	all	all	DET
iajs-471	197	9	samples	sample	NOUN
iajs-471	197	10	(	(	PUNCT
iajs-471	197	11	18	18	NUM
iajs-471	197	12	persons	person	NOUN
iajs-471	197	13	and	and	CCONJ
iajs-471	197	14	5	5	NUM
iajs-471	197	15	samples	sample	NOUN
iajs-471	197	16	to	to	ADP
iajs-471	197	17	each	each	DET
iajs-471	197	18	person	person	NOUN
iajs-471	197	19	)	)	PUNCT
iajs-471	197	20	.	.	PUNCT
iajs-471	198	1	after	after	ADP
iajs-471	198	2	that	that	PRON
iajs-471	198	3	,	,	PUNCT
iajs-471	198	4	the	the	DET
iajs-471	198	5	proposed	propose	VERB
iajs-471	198	6	system	system	NOUN
iajs-471	198	7	is	be	AUX
iajs-471	198	8	ready	ready	ADJ
iajs-471	198	9	to	to	PART
iajs-471	198	10	verify	verify	VERB
iajs-471	198	11	any	any	DET
iajs-471	198	12	certain	certain	ADJ
iajs-471	198	13	person	person	NOUN
iajs-471	198	14	by	by	ADP
iajs-471	198	15	comparing	compare	VERB
iajs-471	198	16	the	the	DET
iajs-471	198	17	feature	feature	NOUN
iajs-471	198	18	vector	vector	NOUN
iajs-471	198	19	belong	belong	VERB
iajs-471	198	20	to	to	ADP
iajs-471	198	21	him	he	PRON
iajs-471	198	22	that	that	PRON
iajs-471	198	23	saved	save	VERB
iajs-471	198	24	in	in	ADP
iajs-471	198	25	this	this	DET
iajs-471	198	26	system	system	NOUN
iajs-471	198	27	with	with	ADP
iajs-471	198	28	the	the	DET
iajs-471	198	29	feature	feature	NOUN
iajs-471	198	30	vector	vector	NOUN
iajs-471	198	31	that	that	PRON
iajs-471	198	32	is	be	AUX
iajs-471	198	33	excluded	exclude	VERB
iajs-471	198	34	from	from	ADP
iajs-471	198	35	his	his	PRON
iajs-471	198	36	exact	exact	ADJ
iajs-471	198	37	signature	signature	NOUN
iajs-471	198	38	(	(	PUNCT
iajs-471	198	39	do	do	AUX
iajs-471	198	40	the	the	DET
iajs-471	198	41	previous	previous	ADJ
iajs-471	198	42	steps	step	NOUN
iajs-471	198	43	1	1	NUM
iajs-471	198	44	-	-	SYM
iajs-471	198	45	5	5	NUM
iajs-471	198	46	to	to	ADP
iajs-471	198	47	his	his	PRON
iajs-471	198	48	exact	exact	ADJ
iajs-471	198	49	signature	signature	NOUN
iajs-471	198	50	)	)	PUNCT
iajs-471	198	51	.	.	PUNCT
iajs-471	199	1	the	the	DET
iajs-471	199	2	comparing	compare	VERB
iajs-471	199	3	process	process	NOUN
iajs-471	199	4	is	be	AUX
iajs-471	199	5	achieved	achieve	VERB
iajs-471	199	6	by	by	ADP
iajs-471	199	7	computing	compute	VERB
iajs-471	199	8	the	the	DET
iajs-471	199	9	euclidian	euclidian	ADJ
iajs-471	199	10	distances	distance	NOUN
iajs-471	199	11	between	between	ADP
iajs-471	199	12	the	the	DET
iajs-471	199	13	saved	save	VERB
iajs-471	199	14	and	and	CCONJ
iajs-471	199	15	the	the	DET
iajs-471	199	16	new	new	ADJ
iajs-471	199	17	feature	feature	NOUN
iajs-471	199	18	vector	vector	NOUN
iajs-471	199	19	.	.	PUNCT
iajs-471	200	1	the	the	DET
iajs-471	200	2	following	follow	VERB
iajs-471	200	3	section	section	NOUN
iajs-471	200	4	shows	show	VERB
iajs-471	200	5	the	the	DET
iajs-471	200	6	applying	apply	VERB
iajs-471	200	7	steps	step	NOUN
iajs-471	200	8	from	from	ADP
iajs-471	200	9	(	(	PUNCT
iajs-471	200	10	1	1	NUM
iajs-471	200	11	to	to	PART
iajs-471	200	12	5	5	NUM
iajs-471	200	13	)	)	PUNCT
iajs-471	200	14	to	to	PART
iajs-471	200	15	demonstrate	demonstrate	VERB
iajs-471	200	16	the	the	DET
iajs-471	200	17	result	result	NOUN
iajs-471	200	18	for	for	ADP
iajs-471	200	19	the	the	DET
iajs-471	200	20	proposed	propose	VERB
iajs-471	200	21	system	system	NOUN
iajs-471	200	22	.	.	PUNCT
iajs-471	201	1	experimental	experimental	ADJ
iajs-471	201	2	results	result	NOUN
iajs-471	201	3	1acquired	1acquired	NUM
iajs-471	201	4	the	the	DET
iajs-471	201	5	signatures	signature	NOUN
iajs-471	201	6	to	to	ADP
iajs-471	201	7	all	all	DET
iajs-471	201	8	voluntaries	voluntary	NOUN
iajs-471	201	9	,	,	PUNCT
iajs-471	201	10	the	the	DET
iajs-471	201	11	following	follow	VERB
iajs-471	201	12	signatures	signature	NOUN
iajs-471	201	13	are	be	AUX
iajs-471	201	14	belong	belong	ADJ
iajs-471	201	15	to	to	ADP
iajs-471	201	16	person1	person1	PROPN
iajs-471	201	17	.	.	PUNCT
iajs-471	202	1	2signature	2signature	NUM
iajs-471	202	2	order	order	NOUN
iajs-471	202	3	1after	1after	NUM
iajs-471	202	4	applying	apply	VERB
iajs-471	202	5	median	median	ADJ
iajs-471	202	6	filter	filter	NOUN
iajs-471	202	7	on	on	ADP
iajs-471	202	8	it	it	PRON
iajs-471	202	9	.	.	PUNCT
iajs-471	203	1	3signature	3signature	NUM
iajs-471	203	2	order	order	NOUN
iajs-471	203	3	1	1	NUM
iajs-471	203	4	after	after	ADP
iajs-471	203	5	applying	apply	VERB
iajs-471	203	6	canny	canny	ADJ
iajs-471	203	7	edge	edge	NOUN
iajs-471	203	8	detector	detector	NOUN
iajs-471	203	9	on	on	ADP
iajs-471	203	10	it	it	PRON
iajs-471	203	11	.	.	PUNCT
iajs-471	204	1	4the	4the	NUM
iajs-471	204	2	binary	binary	ADJ
iajs-471	204	3	image	image	NOUN
iajs-471	204	4	resulting	result	VERB
iajs-471	204	5	from	from	ADP
iajs-471	204	6	the	the	DET
iajs-471	204	7	previous	previous	ADJ
iajs-471	204	8	step	step	NOUN
iajs-471	204	9	is	be	AUX
iajs-471	204	10	.	.	PUNCT
iajs-471	205	1	5the	5the	NUM
iajs-471	205	2	seven	seven	NUM
iajs-471	205	3	hu	hu	PROPN
iajs-471	205	4	invariants	invariant	VERB
iajs-471	205	5	moments	moment	NOUN
iajs-471	205	6	for	for	ADP
iajs-471	205	7	the	the	DET
iajs-471	205	8	above	above	ADJ
iajs-471	205	9	signature	signature	NOUN
iajs-471	205	10	in	in	ADP
iajs-471	205	11	step	step	NOUN
iajs-471	205	12	4	4	NUM
iajs-471	205	13	is	be	AUX
iajs-471	205	14	explained	explain	VERB
iajs-471	205	15	in	in	ADP
iajs-471	205	16	table	table	NOUN
iajs-471	205	17	1	1	NUM
iajs-471	205	18	.	.	PUNCT
iajs-471	206	1	conclusions	conclusion	NOUN
iajs-471	206	2	the	the	DET
iajs-471	206	3	decision	decision	NOUN
iajs-471	206	4	about	about	ADP
iajs-471	206	5	acceptance	acceptance	NOUN
iajs-471	206	6	or	or	CCONJ
iajs-471	206	7	rejection	rejection	NOUN
iajs-471	206	8	of	of	ADP
iajs-471	206	9	any	any	DET
iajs-471	206	10	tested	test	VERB
iajs-471	206	11	signature	signature	NOUN
iajs-471	206	12	will	will	AUX
iajs-471	206	13	depend	depend	VERB
iajs-471	206	14	on	on	ADP
iajs-471	206	15	the	the	DET
iajs-471	206	16	distance	distance	NOUN
iajs-471	206	17	between	between	ADP
iajs-471	206	18	the	the	DET
iajs-471	206	19	saved	save	VERB
iajs-471	206	20	and	and	CCONJ
iajs-471	206	21	computed	compute	VERB
iajs-471	206	22	standard	standard	ADJ
iajs-471	206	23	deviation	deviation	NOUN
iajs-471	206	24	,	,	PUNCT
iajs-471	206	25	if	if	SCONJ
iajs-471	206	26	the	the	DET
iajs-471	206	27	result	result	NOUN
iajs-471	206	28	between	between	ADP
iajs-471	206	29	the	the	DET
iajs-471	206	30	minimum	minimum	NOUN
iajs-471	206	31	and	and	CCONJ
iajs-471	206	32	the	the	DET
iajs-471	206	33	maximum	maximum	PROPN
iajs-471	206	34	means	mean	VERB
iajs-471	206	35	acceptance	acceptance	NOUN
iajs-471	206	36	.	.	PUNCT
iajs-471	207	1	the	the	DET
iajs-471	207	2	proposed	propose	VERB
iajs-471	207	3	system	system	NOUN
iajs-471	207	4	may	may	AUX
iajs-471	207	5	be	be	AUX
iajs-471	207	6	used	use	VERB
iajs-471	207	7	in	in	ADP
iajs-471	207	8	online	online	ADJ
iajs-471	207	9	or	or	CCONJ
iajs-471	207	10	offline	offline	ADJ
iajs-471	207	11	mode	mode	NOUN
iajs-471	207	12	applications	application	NOUN
iajs-471	207	13	.	.	PUNCT
iajs-471	208	1	the	the	DET
iajs-471	208	2	accuracy	accuracy	NOUN
iajs-471	208	3	of	of	ADP
iajs-471	208	4	the	the	DET
iajs-471	208	5	results	result	NOUN
iajs-471	208	6	depends	depend	VERB
iajs-471	208	7	on	on	ADP
iajs-471	208	8	the	the	DET
iajs-471	208	9	quality	quality	NOUN
iajs-471	208	10	and	and	CCONJ
iajs-471	208	11	resolution	resolution	NOUN
iajs-471	208	12	of	of	ADP
iajs-471	208	13	the	the	DET
iajs-471	208	14	samples	sample	NOUN
iajs-471	208	15	.	.	PUNCT
iajs-471	209	1	the	the	DET
iajs-471	209	2	number	number	NOUN
iajs-471	209	3	of	of	ADP
iajs-471	209	4	samples	sample	NOUN
iajs-471	209	5	for	for	ADP
iajs-471	209	6	each	each	DET
iajs-471	209	7	person	person	NOUN
iajs-471	209	8	is	be	AUX
iajs-471	209	9	a	a	DET
iajs-471	209	10	big	big	ADJ
iajs-471	209	11	factor	factor	NOUN
iajs-471	209	12	that	that	PRON
iajs-471	209	13	affects	affect	VERB
iajs-471	209	14	in	in	ADP
iajs-471	209	15	the	the	DET
iajs-471	209	16	truth	truth	NOUN
iajs-471	209	17	of	of	ADP
iajs-471	209	18	results	result	NOUN
iajs-471	209	19	.	.	PUNCT
iajs-471	210	1	preprocessing	preprocesse	VERB
iajs-471	210	2	to	to	ADP
iajs-471	210	3	the	the	DET
iajs-471	210	4	acquired	acquire	VERB
iajs-471	210	5	samples	sample	NOUN
iajs-471	210	6	that	that	PRON
iajs-471	210	7	play	play	VERB
iajs-471	210	8	basic	basic	ADJ
iajs-471	210	9	role	role	NOUN
iajs-471	210	10	in	in	ADP
iajs-471	210	11	making	make	VERB
iajs-471	210	12	decision	decision	NOUN
iajs-471	210	13	about	about	ADP
iajs-471	210	14	the	the	DET
iajs-471	210	15	result	result	NOUN
iajs-471	210	16	392	392	NUM
iajs-471	210	17	|	|	NOUN
iajs-471	210	18	computer	computer	NOUN
iajs-471	210	19	science	science	NOUN
iajs-471	210	20	@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	PROPN
iajs-471	210	21	�	�	PROPN
iajs-471	210	22	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	NUM
iajs-471	210	23	:	:	PUNCT
iajs-471	210	24	a@âig@ú‹	a@âig@ú‹	PROPN
iajs-471	210	25	©	©	PROPN
iajs-471	210	26	@ü‹1a26@@öü»€a@i2@‚b«@h2013	@ü‹1a26@@öü»€a@i2@‚b«@h2013	PROPN
iajs-471	210	27	ibn	ibn	PROPN
iajs-471	210	28	al	al	PROPN
iajs-471	210	29	-	-	PUNCT
iajs-471	210	30	haitham	haitham	PROPN
iajs-471	210	31	jour	jour	X
iajs-471	210	32	.	.	PROPN
iajs-471	211	1	for	for	ADP
iajs-471	211	2	pure	pure	ADJ
iajs-471	211	3	&	&	CCONJ
iajs-471	211	4	appl	appl	PROPN
iajs-471	211	5	.	.	PUNCT
iajs-471	212	1	sci	sci	PROPN
iajs-471	212	2	.	.	PUNCT
iajs-471	212	3	vol	vol	NOUN
iajs-471	212	4	.	.	PROPN
iajs-471	213	1	26	26	NUM
iajs-471	213	2	(	(	PUNCT
iajs-471	213	3	2	2	NUM
iajs-471	213	4	)	)	PUNCT
iajs-471	213	5	2013	2013	NUM
iajs-471	213	6	of	of	ADP
iajs-471	213	7	verification	verification	NOUN
iajs-471	213	8	.	.	PUNCT
iajs-471	214	1	the	the	DET
iajs-471	214	2	samples	sample	NOUN
iajs-471	214	3	of	of	ADP
iajs-471	214	4	each	each	DET
iajs-471	214	5	person	person	NOUN
iajs-471	214	6	must	must	AUX
iajs-471	214	7	be	be	AUX
iajs-471	214	8	acquired	acquire	VERB
iajs-471	214	9	in	in	ADP
iajs-471	214	10	different	different	ADJ
iajs-471	214	11	times	time	NOUN
iajs-471	214	12	,	,	PUNCT
iajs-471	214	13	not	not	PART
iajs-471	214	14	in	in	ADP
iajs-471	214	15	the	the	DET
iajs-471	214	16	same	same	ADJ
iajs-471	214	17	time	time	NOUN
iajs-471	214	18	to	to	PART
iajs-471	214	19	assure	assure	VERB
iajs-471	214	20	this	this	DET
iajs-471	214	21	sample	sample	NOUN
iajs-471	214	22	is	be	AUX
iajs-471	214	23	variance	variance	NOUN
iajs-471	214	24	.	.	PUNCT
iajs-471	215	1	references	reference	NOUN
iajs-471	215	2	1debnath	1debnath	NUM
iajs-471	215	3	,	,	PUNCT
iajs-471	215	4	bhattacharyya	bhattacharyya	ADJ
iajs-471	215	5	;	;	PUNCT
iajs-471	215	6	rahul	rahul	PROPN
iajs-471	215	7	,	,	PUNCT
iajs-471	215	8	ranjan	ranjan	PROPN
iajs-471	215	9	;	;	PUNCT
iajs-471	215	10	farkhod	farkhod	NOUN
iajs-471	215	11	,	,	PUNCT
iajs-471	215	12	alisherov	alisherov	VERB
iajs-471	215	13	a	a	PRON
iajs-471	215	14	;	;	PUNCT
iajs-471	215	15	and	and	CCONJ
iajs-471	215	16	minkyu	minkyu	NOUN
iajs-471	215	17	choi	choi	NOUN
iajs-471	215	18	,	,	PUNCT
iajs-471	215	19	(	(	PUNCT
iajs-471	215	20	2009	2009	NUM
iajs-471	215	21	)	)	PUNCT
iajs-471	215	22	"	"	PUNCT
iajs-471	215	23	biometric	biometric	ADJ
iajs-471	215	24	authentication	authentication	NOUN
iajs-471	215	25	:	:	PUNCT
iajs-471	215	26	a	a	DET
iajs-471	215	27	review	review	NOUN
iajs-471	215	28	"	"	PUNCT
iajs-471	215	29	,	,	PUNCT
iajs-471	215	30	international	international	ADJ
iajs-471	215	31	journal	journal	PROPN
iajs-471	215	32	of	of	ADP
iajs-471	215	33	uand	uand	PROPN
iajs-471	215	34	eservice	eservice	PROPN
iajs-471	215	35	,	,	PUNCT
iajs-471	215	36	science	science	NOUN
iajs-471	215	37	and	and	CCONJ
iajs-471	215	38	technology	technology	NOUN
iajs-471	215	39	,	,	PUNCT
iajs-471	215	40	2	2	NUM
iajs-471	215	41	(	(	PUNCT
iajs-471	215	42	3):1	3):1	NUM
iajs-471	215	43	-	-	SYM
iajs-471	215	44	8	8	NUM
iajs-471	215	45	.	.	PUNCT
iajs-471	216	1	2anil	2anil	NUM
iajs-471	216	2	,	,	PUNCT
iajs-471	216	3	k.	k.	PROPN
iajs-471	216	4	jain	jain	PROPN
iajs-471	216	5	;	;	PUNCT
iajs-471	216	6	arun	arun	PROPN
iajs-471	216	7	ross	ross	PROPN
iajs-471	216	8	and	and	CCONJ
iajs-471	216	9	salil	salil	PROPN
iajs-471	216	10	prabhakar	prabhakar	PROPN
iajs-471	216	11	,	,	PUNCT
iajs-471	216	12	(	(	PUNCT
iajs-471	216	13	2004	2004	NUM
iajs-471	216	14	)	)	PUNCT
iajs-471	216	15	,	,	PUNCT
iajs-471	216	16	an	an	DET
iajs-471	216	17	introduction	introduction	NOUN
iajs-471	216	18	to	to	ADP
iajs-471	216	19	biometric	biometric	ADJ
iajs-471	216	20	recognition	recognition	NOUN
iajs-471	216	21	"	"	PUNCT
iajs-471	216	22	,	,	PUNCT
iajs-471	216	23	ieee	ieee	NOUN
iajs-471	216	24	transactions	transaction	NOUN
iajs-471	216	25	on	on	ADP
iajs-471	216	26	circuits	circuit	NOUN
iajs-471	216	27	and	and	CCONJ
iajs-471	216	28	systems	system	NOUN
iajs-471	216	29	for	for	ADP
iajs-471	216	30	video	video	NOUN
iajs-471	216	31	technology	technology	NOUN
iajs-471	216	32	,	,	PUNCT
iajs-471	216	33	14:(1	14:(1	NUM
iajs-471	216	34	)	)	PUNCT
iajs-471	216	35	.	.	PUNCT
iajs-471	217	1	3michael	3michael	NUM
iajs-471	217	2	,	,	PUNCT
iajs-471	217	3	e.	e.	PROPN
iajs-471	217	4	;	;	PUNCT
iajs-471	217	5	whitman	whitman	PROPN
iajs-471	217	6	and	and	CCONJ
iajs-471	217	7	herbert	herbert	PROPN
iajs-471	217	8	j.	j.	PROPN
iajs-471	217	9	;	;	PUNCT
iajs-471	217	10	mattord	mattord	PROPN
iajs-471	217	11	(	(	PUNCT
iajs-471	217	12	2012	2012	NUM
iajs-471	217	13	)	)	PUNCT
iajs-471	217	14	principles	principle	NOUN
iajs-471	217	15	of	of	ADP
iajs-471	217	16	information	information	NOUN
iajs-471	217	17	security	security	NOUN
iajs-471	217	18	"	"	PUNCT
iajs-471	217	19	fourth	fourth	PROPN
iajs-471	217	20	edition	edition	NOUN
iajs-471	217	21	,	,	PUNCT
iajs-471	217	22	cengage	cengage	PROPN
iajs-471	217	23	learning	learn	VERB
iajs-471	217	24	customer	customer	PROPN
iajs-471	217	25	&	&	CCONJ
iajs-471	217	26	sales	sale	NOUN
iajs-471	217	27	support	support	NOUN
iajs-471	217	28	,	,	PUNCT
iajs-471	217	29	usa	usa	PROPN
iajs-471	217	30	.	.	PROPN
iajs-471	218	1	4anil	4anil	NUM
iajs-471	218	2	,	,	PUNCT
iajs-471	218	3	k.	k.	PROPN
iajs-471	218	4	jain	jain	PROPN
iajs-471	218	5	;	;	PUNCT
iajs-471	218	6	arun	arun	PROPN
iajs-471	218	7	,	,	PUNCT
iajs-471	218	8	ross	ross	PROPN
iajs-471	218	9	,	,	PUNCT
iajs-471	218	10	and	and	CCONJ
iajs-471	218	11	salil	salil	PROPN
iajs-471	218	12	prabhakar	prabhakar	PROPN
iajs-471	218	13	(	(	PUNCT
iajs-471	218	14	2004	2004	NUM
iajs-471	218	15	)	)	PUNCT
iajs-471	218	16	,	,	PUNCT
iajs-471	218	17	an	an	DET
iajs-471	218	18	introduction	introduction	NOUN
iajs-471	218	19	to	to	ADP
iajs-471	218	20	biometric	biometric	ADJ
iajs-471	218	21	recognition	recognition	NOUN
iajs-471	218	22	"	"	PUNCT
iajs-471	218	23	,	,	PUNCT
iajs-471	218	24	ieee	ieee	NOUN
iajs-471	218	25	transactions	transaction	NOUN
iajs-471	218	26	on	on	ADP
iajs-471	218	27	circuits	circuit	NOUN
iajs-471	218	28	and	and	CCONJ
iajs-471	218	29	systems	system	NOUN
iajs-471	218	30	for	for	ADP
iajs-471	218	31	video	video	NOUN
iajs-471	218	32	technology	technology	NOUN
iajs-471	218	33	,	,	PUNCT
iajs-471	218	34	14:1:4	14:1:4	NUM
iajs-471	218	35	.	.	PUNCT
iajs-471	219	1	5john	5john	NUM
iajs-471	219	2	,	,	PUNCT
iajs-471	219	3	vacca	vacca	NOUN
iajs-471	219	4	(	(	PUNCT
iajs-471	219	5	2009	2009	NUM
iajs-471	219	6	)	)	PUNCT
iajs-471	219	7	,	,	PUNCT
iajs-471	219	8	references	reference	NOUN
iajs-471	219	9	computer	computer	NOUN
iajs-471	219	10	and	and	CCONJ
iajs-471	219	11	information	information	NOUN
iajs-471	219	12	security	security	NOUN
iajs-471	219	13	handbook	handbook	NOUN
iajs-471	219	14	,	,	PUNCT
iajs-471	219	15	elsevier	elsevier	PROPN
iajs-471	219	16	,	,	PUNCT
iajs-471	219	17	usa	usa	PROPN
iajs-471	219	18	.	.	PROPN
iajs-471	219	19	6	6	NUM
iajs-471	219	20	asha	asha	PROPN
iajs-471	219	21	,	,	PUNCT
iajs-471	219	22	s.and	s.and	PROPN
iajs-471	219	23	chellappan	chellappan	PROPN
iajs-471	219	24	c.	c.	PROPN
iajs-471	219	25	(	(	PUNCT
iajs-471	219	26	february	february	PROPN
iajs-471	219	27	2012	2012	NUM
iajs-471	219	28	)	)	PUNCT
iajs-471	219	29	,	,	PUNCT
iajs-471	219	30	biometrics	biometric	NOUN
iajs-471	219	31	:	:	PUNCT
iajs-471	219	32	an	an	DET
iajs-471	219	33	overview	overview	NOUN
iajs-471	219	34	of	of	ADP
iajs-471	219	35	the	the	DET
iajs-471	219	36	technology	technology	NOUN
iajs-471	219	37	,	,	PUNCT
iajs-471	219	38	issues	issue	NOUN
iajs-471	219	39	and	and	CCONJ
iajs-471	219	40	applications	application	NOUN
iajs-471	219	41	,	,	PUNCT
iajs-471	219	42	international	international	ADJ
iajs-471	219	43	journal	journal	NOUN
iajs-471	219	44	of	of	ADP
iajs-471	219	45	computer	computer	NOUN
iajs-471	219	46	applications	application	NOUN
iajs-471	219	47	(	(	PUNCT
iajs-471	219	48	0975	0975	NUM
iajs-471	219	49	–	–	PUNCT
iajs-471	219	50	8887	8887	NUM
iajs-471	219	51	)	)	PUNCT
iajs-471	219	52	39(1):1,3,4	39(1):1,3,4	NUM
iajs-471	219	53	.	.	X
iajs-471	219	54	7	7	NUM
iajs-471	219	55	vibha	vibha	NOUN
iajs-471	219	56	,	,	PUNCT
iajs-471	219	57	pandey	pandey	PROPN
iajs-471	219	58	and	and	CCONJ
iajs-471	219	59	sanjivani	sanjivani	PROPN
iajs-471	219	60	shantaiya	shantaiya	PROPN
iajs-471	219	61	(	(	PUNCT
iajs-471	219	62	2012	2012	NUM
iajs-471	219	63	)	)	PUNCT
iajs-471	219	64	,	,	PUNCT
iajs-471	219	65	"	"	PUNCT
iajs-471	219	66	a	a	DET
iajs-471	219	67	novel	novel	ADJ
iajs-471	219	68	approach	approach	NOUN
iajs-471	219	69	for	for	ADP
iajs-471	219	70	signature	signature	NOUN
iajs-471	219	71	verification	verification	NOUN
iajs-471	219	72	using	use	VERB
iajs-471	219	73	artificial	artificial	ADJ
iajs-471	219	74	neural	neural	ADJ
iajs-471	219	75	network	network	NOUN
iajs-471	219	76	"	"	PUNCT
iajs-471	219	77	,	,	PUNCT
iajs-471	219	78	international	international	ADJ
iajs-471	219	79	journal	journal	NOUN
iajs-471	219	80	of	of	ADP
iajs-471	219	81	engineering	engineering	NOUN
iajs-471	219	82	and	and	CCONJ
iajs-471	219	83	advanced	advanced	ADJ
iajs-471	219	84	technology	technology	NOUN
iajs-471	219	85	(	(	PUNCT
iajs-471	219	86	ijeat	ijeat	NOUN
iajs-471	219	87	)	)	PUNCT
iajs-471	219	88	,	,	PUNCT
iajs-471	219	89	vol	vol	NOUN
iajs-471	219	90	.	.	PROPN
iajs-471	219	91	1	1	NUM
iajs-471	219	92	,	,	PUNCT
iajs-471	219	93	issue-6:163	issue-6:163	X
iajs-471	219	94	.	.	NOUN
iajs-471	219	95	8	8	NUM
iajs-471	219	96	http://www.technovelgy.com/ct/technology-article.asp?artnum=74	http://www.technovelgy.com/ct/technology-article.asp?artnum=74	PRON
iajs-471	219	97	9tinku	9tinku	NUM
iajs-471	219	98	,	,	PUNCT
iajs-471	219	99	acharya	acharya	NOUN
iajs-471	219	100	and	and	CCONJ
iajs-471	219	101	ajoy	ajoy	PROPN
iajs-471	219	102	k.	k.	PROPN
iajs-471	219	103	ray	ray	PROPN
iajs-471	219	104	,	,	PUNCT
iajs-471	219	105	(	(	PUNCT
iajs-471	219	106	2005),"image	2005),"image	NOUN
iajs-471	219	107	processing	processing	NOUN
iajs-471	219	108	principles	principle	NOUN
iajs-471	219	109	and	and	CCONJ
iajs-471	219	110	applications	application	NOUN
iajs-471	219	111	"	"	PUNCT
iajs-471	219	112	,	,	PUNCT
iajs-471	219	113	john	john	PROPN
iajs-471	219	114	wiley	wiley	PROPN
iajs-471	219	115	&	&	CCONJ
iajs-471	219	116	sons	sons	PROPN
iajs-471	219	117	,	,	PUNCT
iajs-471	219	118	usa	usa	PROPN
iajs-471	219	119	.	.	PROPN
iajs-471	219	120	10sachin	10sachin	PROPN
iajs-471	219	121	,	,	PUNCT
iajs-471	219	122	a.	a.	NOUN
iajs-471	219	123	murab	murab	NOUN
iajs-471	219	124	and	and	CCONJ
iajs-471	219	125	vaishali	vaishali	PROPN
iajs-471	219	126	.	.	PROPN
iajs-471	220	1	m.deshmukh	m.deshmukh	PROPN
iajs-471	220	2	,	,	PUNCT
iajs-471	220	3	(	(	PUNCT
iajs-471	220	4	2012	2012	NUM
iajs-471	220	5	)	)	PUNCT
iajs-471	220	6	,	,	PUNCT
iajs-471	220	7	"	"	PUNCT
iajs-471	220	8	an	an	DET
iajs-471	220	9	empirical	empirical	ADJ
iajs-471	220	10	study	study	NOUN
iajs-471	220	11	of	of	ADP
iajs-471	220	12	signature	signature	NOUN
iajs-471	220	13	recognition	recognition	PROPN
iajs-471	220	14	&	&	CCONJ
iajs-471	220	15	verification	verification	NOUN
iajs-471	220	16	system	system	NOUN
iajs-471	220	17	using	use	VERB
iajs-471	220	18	various	various	ADJ
iajs-471	220	19	approaches	approach	NOUN
iajs-471	220	20	"	"	PUNCT
iajs-471	220	21	,	,	PUNCT
iajs-471	220	22	international	international	ADJ
iajs-471	220	23	journal	journal	NOUN
iajs-471	220	24	of	of	ADP
iajs-471	220	25	engineering	engineering	NOUN
iajs-471	220	26	and	and	CCONJ
iajs-471	220	27	advanced	advanced	ADJ
iajs-471	220	28	technology	technology	NOUN
iajs-471	220	29	(	(	PUNCT
iajs-471	220	30	ijeat	ijeat	NOUN
iajs-471	220	31	)	)	PUNCT
iajs-471	220	32	,	,	PUNCT
iajs-471	220	33	volume	volume	NOUN
iajs-471	220	34	2	2	NUM
iajs-471	220	35	,	,	PUNCT
iajs-471	220	36	issue-2:260	issue-2:260	NOUN
iajs-471	220	37	.	.	PUNCT
iajs-471	221	1	11ibiyemi	11ibiyemi	NUM
iajs-471	221	2	,	,	PUNCT
iajs-471	221	3	t.s	t.s	PROPN
iajs-471	221	4	,	,	PUNCT
iajs-471	221	5	ogunsakin	ogunsakin	NOUN
iajs-471	221	6	j.	j.	PROPN
iajs-471	221	7	and	and	CCONJ
iajs-471	221	8	daramola	daramola	PROPN
iajs-471	221	9	s.a	s.a	PROPN
iajs-471	221	10	,	,	PUNCT
iajs-471	221	11	(	(	PUNCT
iajs-471	221	12	2012	2012	NUM
iajs-471	221	13	)	)	PUNCT
iajs-471	221	14	,	,	PUNCT
iajs-471	221	15	"	"	PUNCT
iajs-471	221	16	bi	bi	ADJ
iajs-471	221	17	-	-	ADJ
iajs-471	221	18	modal	modal	ADJ
iajs-471	221	19	biometric	biometric	ADJ
iajs-471	221	20	authentication	authentication	NOUN
iajs-471	221	21	by	by	ADP
iajs-471	221	22	face	face	NOUN
iajs-471	221	23	recognition	recognition	NOUN
iajs-471	221	24	and	and	CCONJ
iajs-471	221	25	signature	signature	NOUN
iajs-471	221	26	verification	verification	NOUN
iajs-471	221	27	"	"	PUNCT
iajs-471	221	28	,	,	PUNCT
iajs-471	221	29	international	international	ADJ
iajs-471	221	30	journal	journal	NOUN
iajs-471	221	31	of	of	ADP
iajs-471	221	32	computer	computer	NOUN
iajs-471	221	33	applications	application	NOUN
iajs-471	221	34	(	(	PUNCT
iajs-471	221	35	0975	0975	NUM
iajs-471	221	36	–	–	PUNCT
iajs-471	221	37	8887	8887	NUM
iajs-471	221	38	)	)	PUNCT
iajs-471	221	39	vol	vol	NOUN
iajs-471	221	40	.	.	PROPN
iajs-471	222	1	42	42	NUM
iajs-471	222	2	,	,	PUNCT
iajs-471	222	3	no	no	INTJ
iajs-471	222	4	.	.	NOUN
iajs-471	223	1	20:17	20:17	NUM
iajs-471	223	2	.	.	NOUN
iajs-471	223	3	12	12	NUM
iajs-471	223	4	kunte	kunte	NOUN
iajs-471	223	5	r	r	NOUN
iajs-471	223	6	sanjeev	sanjeev	X
iajs-471	223	7	and	and	CCONJ
iajs-471	223	8	sudhaker	sudhak	ADJ
iajs-471	223	9	r	r	NOUN
iajs-471	223	10	d	d	X
iajs-471	223	11	samuel	samuel	PROPN
iajs-471	223	12	(	(	PUNCT
iajs-471	223	13	2007	2007	NUM
iajs-471	223	14	)	)	PUNCT
iajs-471	223	15	"	"	PUNCT
iajs-471	223	16	a	a	DET
iajs-471	223	17	simple	simple	ADJ
iajs-471	223	18	and	and	CCONJ
iajs-471	223	19	efficient	efficient	ADJ
iajs-471	223	20	optical	optical	ADJ
iajs-471	223	21	character	character	NOUN
iajs-471	223	22	recognition	recognition	NOUN
iajs-471	223	23	system	system	NOUN
iajs-471	223	24	for	for	ADP
iajs-471	223	25	basic	basic	ADJ
iajs-471	223	26	symbols	symbol	NOUN
iajs-471	223	27	in	in	ADP
iajs-471	223	28	printed	print	VERB
iajs-471	223	29	kannada	kannada	PROPN
iajs-471	223	30	text	text	PROPN
iajs-471	223	31	"	"	PUNCT
iajs-471	223	32	,	,	PUNCT
iajs-471	223	33	sadhana	sadhana	NOUN
iajs-471	223	34	vol	vol	NOUN
iajs-471	223	35	.	.	PUNCT
iajs-471	224	1	32	32	NUM
iajs-471	224	2	,	,	PUNCT
iajs-471	224	3	part	part	NOUN
iajs-471	224	4	5:254	5:254	NUM
iajs-471	224	5	.	.	PUNCT
iajs-471	225	1	13derya	13derya	NUM
iajs-471	225	2	,	,	PUNCT
iajs-471	225	3	avci	avci	PROPN
iajs-471	225	4	and	and	CCONJ
iajs-471	225	5	asaf	asaf	PROPN
iajs-471	225	6	,	,	PUNCT
iajs-471	225	7	varol	varol	NOUN
iajs-471	225	8	(	(	PUNCT
iajs-471	225	9	2009	2009	NUM
iajs-471	225	10	)	)	PUNCT
iajs-471	225	11	"	"	PUNCT
iajs-471	225	12	an	an	DET
iajs-471	225	13	expert	expert	ADJ
iajs-471	225	14	diagnosis	diagnosis	NOUN
iajs-471	225	15	system	system	NOUN
iajs-471	225	16	for	for	ADP
iajs-471	225	17	classification	classification	NOUN
iajs-471	225	18	of	of	ADP
iajs-471	225	19	human	human	ADJ
iajs-471	225	20	parasite	parasite	NOUN
iajs-471	225	21	eggs	egg	NOUN
iajs-471	225	22	based	base	VERB
iajs-471	225	23	on	on	ADP
iajs-471	225	24	multi	multi	ADJ
iajs-471	225	25	-	-	ADJ
iajs-471	225	26	class	class	ADJ
iajs-471	225	27	svm	svm	NOUN
iajs-471	225	28	"	"	PUNCT
iajs-471	225	29	,	,	PUNCT
iajs-471	225	30	expert	expert	NOUN
iajs-471	225	31	systems	system	NOUN
iajs-471	225	32	with	with	ADP
iajs-471	225	33	applications	application	NOUN
iajs-471	225	34	36:45	36:45	NUM
iajs-471	225	35	14gerhard	14gerhard	NUM
iajs-471	225	36	,	,	PUNCT
iajs-471	225	37	x.	x.	NOUN
iajs-471	225	38	ritter	ritter	PROPN
iajs-471	225	39	and	and	CCONJ
iajs-471	225	40	joseph	joseph	PROPN
iajs-471	225	41	,	,	PUNCT
iajs-471	225	42	n.	n.	PROPN
iajs-471	225	43	wilson	wilson	PROPN
iajs-471	225	44	,	,	PUNCT
iajs-471	225	45	(	(	PUNCT
iajs-471	225	46	2001	2001	NUM
iajs-471	225	47	)	)	PUNCT
iajs-471	225	48	,	,	PUNCT
iajs-471	225	49	"	"	PUNCT
iajs-471	225	50	handbook	handbook	NOUN
iajs-471	225	51	of	of	ADP
iajs-471	225	52	computer	computer	NOUN
iajs-471	225	53	vision	vision	NOUN
iajs-471	225	54	algorithms	algorithm	NOUN
iajs-471	225	55	in	in	ADP
iajs-471	225	56	image	image	NOUN
iajs-471	225	57	algebra	algebra	NOUN
iajs-471	225	58	"	"	PUNCT
iajs-471	225	59	,	,	PUNCT
iajs-471	225	60	second	second	ADJ
iajs-471	225	61	edition	edition	NOUN
iajs-471	225	62	,	,	PUNCT
iajs-471	225	63	crc	crc	NOUN
iajs-471	225	64	press	press	PROPN
iajs-471	225	65	,	,	PUNCT
iajs-471	225	66	usa	usa	PROPN
iajs-471	225	67	.	.	PROPN
iajs-471	225	68	15rafael	15rafael	PROPN
iajs-471	225	69	,	,	PUNCT
iajs-471	225	70	c.	c.	PROPN
iajs-471	225	71	gonzalez	gonzalez	PROPN
iajs-471	225	72	and	and	CCONJ
iajs-471	225	73	richard	richard	PROPN
iajs-471	225	74	,	,	PUNCT
iajs-471	225	75	e.	e.	PROPN
iajs-471	225	76	woods	woods	PROPN
iajs-471	225	77	(	(	PUNCT
iajs-471	225	78	2002	2002	NUM
iajs-471	225	79	)	)	PUNCT
iajs-471	225	80	"	"	PUNCT
iajs-471	225	81	digital	digital	ADJ
iajs-471	225	82	image	image	NOUN
iajs-471	225	83	processing	processing	NOUN
iajs-471	225	84	"	"	PUNCT
iajs-471	225	85	,	,	PUNCT
iajs-471	225	86	second	second	ADJ
iajs-471	225	87	edition	edition	NOUN
iajs-471	225	88	,	,	PUNCT
iajs-471	225	89	prentice	prentice	NOUN
iajs-471	225	90	hall	hall	PROPN
iajs-471	225	91	,	,	PUNCT
iajs-471	225	92	usa	usa	PROPN
iajs-471	225	93	.	.	PROPN
iajs-471	225	94	16william	16william	PROPN
iajs-471	226	1	k.	k.	PROPN
iajs-471	226	2	pratt	pratt	PROPN
iajs-471	226	3	,	,	PUNCT
iajs-471	226	4	(	(	PUNCT
iajs-471	226	5	2001),"digital	2001),"digital	ADJ
iajs-471	226	6	image	image	NOUN
iajs-471	226	7	processing",john	processing",john	PROPN
iajs-471	226	8	wiley	wiley	PROPN
iajs-471	226	9	&	&	CCONJ
iajs-471	226	10	sons	son	NOUN
iajs-471	226	11	,	,	PUNCT
iajs-471	226	12	third	third	ADJ
iajs-471	226	13	edition	edition	NOUN
iajs-471	226	14	,	,	PUNCT
iajs-471	226	15	usa	usa	PROPN
iajs-471	226	16	17dwayne	17dwayne	PROPN
iajs-471	226	17	,	,	PUNCT
iajs-471	226	18	phillips	phillip	NOUN
iajs-471	226	19	(	(	PUNCT
iajs-471	226	20	2000	2000	NUM
iajs-471	226	21	)	)	PUNCT
iajs-471	226	22	"	"	PUNCT
iajs-471	226	23	image	image	NOUN
iajs-471	226	24	processing	processing	NOUN
iajs-471	226	25	in	in	ADP
iajs-471	226	26	c",second	c",second	PROPN
iajs-471	226	27	edition	edition	NOUN
iajs-471	226	28	,	,	PUNCT
iajs-471	226	29	r	r	NOUN
iajs-471	226	30	&	&	CCONJ
iajs-471	226	31	d	d	NOUN
iajs-471	226	32	publications	publication	NOUN
iajs-471	226	33	,	,	PUNCT
iajs-471	226	34	usa	usa	PROPN
iajs-471	226	35	18ehsan	18ehsan	PROPN
iajs-471	226	36	,	,	PUNCT
iajs-471	226	37	nadernejad	nadernejad	NOUN
iajs-471	226	38	(	(	PUNCT
iajs-471	226	39	2008	2008	NUM
iajs-471	226	40	)	)	PUNCT
iajs-471	226	41	"	"	PUNCT
iajs-471	226	42	edge	edge	NOUN
iajs-471	226	43	detection	detection	NOUN
iajs-471	226	44	techniques	technique	NOUN
iajs-471	226	45	:	:	PUNCT
iajs-471	226	46	evaluations	evaluation	NOUN
iajs-471	226	47	and	and	CCONJ
iajs-471	226	48	comparisons	comparison	NOUN
iajs-471	226	49	,	,	PUNCT
iajs-471	226	50	applied	apply	VERB
iajs-471	226	51	mathematical	mathematical	ADJ
iajs-471	226	52	sciences	science	NOUN
iajs-471	226	53	"	"	PUNCT
iajs-471	226	54	,	,	PUNCT
iajs-471	226	55	vol	vol	NOUN
iajs-471	226	56	.	.	PROPN
iajs-471	226	57	2	2	NUM
iajs-471	226	58	,	,	PUNCT
iajs-471	226	59	,	,	PUNCT
iajs-471	226	60	no	no	INTJ
iajs-471	226	61	.	.	NOUN
iajs-471	226	62	31	31	NUM
iajs-471	226	63	:	:	SYM
iajs-471	226	64	1507	1507	NUM
iajs-471	226	65	–	–	PUNCT
iajs-471	226	66	1520	1520	NUM
iajs-471	226	67	.	.	PUNCT
iajs-471	227	1	19-http://homepages.inf.ed.ac.uk/rbf/cvonline/local_copies/marble/low/edges/canny.htm	19-http://homepages.inf.ed.ac.uk/rbf/cvonline/local_copies/marble/low/edges/canny.htm	NUM
iajs-471	227	2	20	20	NUM
iajs-471	227	3	-	-	PUNCT
iajs-471	227	4	stéphane	stéphane	NOUN
iajs-471	227	5	,	,	PUNCT
iajs-471	227	6	mallat	mallat	ADJ
iajs-471	227	7	(	(	PUNCT
iajs-471	227	8	1999	1999	NUM
iajs-471	227	9	)	)	PUNCT
iajs-471	227	10	"	"	PUNCT
iajs-471	227	11	a	a	DET
iajs-471	227	12	wavelet	wavelet	NOUN
iajs-471	227	13	tour	tour	NOUN
iajs-471	227	14	of	of	ADP
iajs-471	227	15	signal	signal	NOUN
iajs-471	227	16	processing	processing	NOUN
iajs-471	227	17	"	"	PUNCT
iajs-471	227	18	,	,	PUNCT
iajs-471	227	19	second	second	ADJ
iajs-471	227	20	edition	edition	NOUN
iajs-471	227	21	,	,	PUNCT
iajs-471	227	22	academic	academic	ADJ
iajs-471	227	23	press	press	NOUN
iajs-471	227	24	,	,	PUNCT
iajs-471	227	25	usa	usa	PROPN
iajs-471	227	26	393	393	NUM
iajs-471	227	27	|	|	NOUN
iajs-471	227	28	computer	computer	NOUN
iajs-471	227	29	science	science	NOUN
iajs-471	227	30	http://www.technovelgy.com/ct/technology-article.asp?artnum=74	http://www.technovelgy.com/ct/technology-article.asp?artnum=74	PRON
iajs-471	227	31	@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@úó‘ój	PROPN
iajs-471	227	32	�	�	PROPN
iajs-471	227	33	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	n€a@î@úœäñ€a@‚ï‹»‹€@·ró	NUM
iajs-471	227	34	:	:	PUNCT
iajs-471	227	35	a@âig@ú‹	a@âig@ú‹	PROPN
iajs-471	227	36	©	©	PROPN
iajs-471	227	37	@ü‹1a26@@öü»€a@i2@‚b«@h2013	@ü‹1a26@@öü»€a@i2@‚b«@h2013	PROPN
iajs-471	227	38	ibn	ibn	PROPN
iajs-471	227	39	al	al	PROPN
iajs-471	227	40	-	-	PUNCT
iajs-471	227	41	haitham	haitham	PROPN
iajs-471	227	42	jour	jour	X
iajs-471	227	43	.	.	PROPN
iajs-471	228	1	for	for	ADP
iajs-471	228	2	pure	pure	ADJ
iajs-471	228	3	&	&	CCONJ
iajs-471	228	4	appl	appl	PROPN
iajs-471	228	5	.	.	PUNCT
iajs-471	229	1	sci	sci	PROPN
iajs-471	229	2	.	.	PUNCT
iajs-471	229	3	vol	vol	NOUN
iajs-471	229	4	.	.	PROPN
iajs-471	230	1	26	26	NUM
iajs-471	230	2	(	(	PUNCT
iajs-471	230	3	2	2	NUM
iajs-471	230	4	)	)	PUNCT
iajs-471	230	5	2013	2013	NUM
iajs-471	230	6	table	table	NOUN
iajs-471	230	7	1	1	NUM
iajs-471	230	8	:	:	PUNCT
iajs-471	230	9	shows	show	VERB
iajs-471	230	10	seven	seven	NUM
iajs-471	230	11	hu	hu	PROPN
iajs-471	230	12	invariants	invariants	PROPN
iajs-471	230	13	moments	moment	NOUN
iajs-471	230	14	for	for	ADP
iajs-471	230	15	the	the	DET
iajs-471	230	16	signature	signature	NOUN
iajs-471	230	17	of	of	ADP
iajs-471	230	18	pereon1	pereon1	PROPN
iajs-471	230	19	moment	moment	NOUN
iajs-471	231	1	no	no	INTJ
iajs-471	231	2	.	.	PUNCT
iajs-471	232	1	moment	moment	NOUN
iajs-471	232	2	values	value	NOUN
iajs-471	232	3	1	1	NUM
iajs-471	232	4	2.26711242134623390e+004	2.26711242134623390e+004	NUM
iajs-471	232	5	2	2	NUM
iajs-471	232	6	3.96714646405897260e+008	3.96714646405897260e+008	NUM
iajs-471	232	7	3	3	NUM
iajs-471	232	8	4.78969441748034860e+006	4.78969441748034860e+006	NUM
iajs-471	232	9	4	4	NUM
iajs-471	232	10	2.69812883371203590e+003	2.69812883371203590e+003	NUM
iajs-471	232	11	5	5	NUM
iajs-471	232	12	4.19073083574773200e+013	4.19073083574773200e+013	NOUN
iajs-471	232	13	6	6	NUM
iajs-471	232	14	1.40389948470549800e+011	1.40389948470549800e+011	NUM
iajs-471	232	15	7	7	NUM
iajs-471	232	16	-9.12176428165768750e+012	-9.12176428165768750e+012	ADJ
iajs-471	232	17	table	table	NOUN
iajs-471	232	18	2	2	NUM
iajs-471	232	19	:	:	PUNCT
iajs-471	232	20	shows	show	VERB
iajs-471	232	21	the	the	DET
iajs-471	232	22	standard	standard	ADJ
iajs-471	232	23	deviations	deviation	NOUN
iajs-471	232	24	to	to	ADP
iajs-471	232	25	all	all	DET
iajs-471	232	26	samples	sample	NOUN
iajs-471	232	27	used	use	VERB
iajs-471	232	28	to	to	PART
iajs-471	232	29	apply	apply	VERB
iajs-471	232	30	the	the	DET
iajs-471	232	31	proposed	propose	VERB
iajs-471	232	32	system	system	NOUN
iajs-471	232	33	sample	sample	NOUN
iajs-471	232	34	no	no	INTJ
iajs-471	232	35	.	.	PUNCT
iajs-471	233	1	minimum	minimum	ADJ
iajs-471	233	2	standard	standard	ADJ
iajs-471	233	3	deviation	deviation	NOUN
iajs-471	233	4	maximum	maximum	ADJ
iajs-471	233	5	standard	standard	ADJ
iajs-471	233	6	deviation	deviation	NOUN
iajs-471	233	7	1	1	NUM
iajs-471	233	8	2.9492697067217676e+012	2.9492697067217676e+012	NUM
iajs-471	233	9	4.2704646689106398e+013	4.2704646689106398e+013	NUM
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iajs-471	235	1	|	|	NOUN
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iajs-471	241	24	حولألتخاذ	حولألتخاذ	PROPN
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iajs-471	241	39	،	،	PROPN
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iajs-471	244	23	تحسین	تحسین	VERB
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iajs-471	244	25	،	،	PROPN
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iajs-471	244	33	،	،	PROPN
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iajs-471	244	35	المفتاحیة	المفتاحیة	ADV
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iajs-471	244	37	لتحدید	لتحدید	PROPN
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