id	sid	tid	token	lemma	pos
fuelectenerg-670	1	1	instruction	instruction	NOUN
fuelectenerg-670	1	2	facta	facta	PROPN
fuelectenerg-670	1	3	universitatis	universitatis	PROPN
fuelectenerg-670	1	4	series	series	NOUN
fuelectenerg-670	1	5	:	:	PUNCT
fuelectenerg-670	1	6	electronics	electronic	NOUN
fuelectenerg-670	1	7	and	and	CCONJ
fuelectenerg-670	1	8	energetics	energetics	NOUN
fuelectenerg-670	1	9	vol	vol	NOUN
fuelectenerg-670	1	10	.	.	PUNCT
fuelectenerg-670	1	11	28	28	NUM
fuelectenerg-670	1	12	,	,	PUNCT
fuelectenerg-670	1	13	no	no	DET
fuelectenerg-670	1	14	2	2	NUM
fuelectenerg-670	1	15	,	,	PUNCT
fuelectenerg-670	1	16	june	june	PROPN
fuelectenerg-670	1	17	2015	2015	NUM
fuelectenerg-670	1	18	,	,	PUNCT
fuelectenerg-670	1	19	pp	pp	ADJ
fuelectenerg-670	1	20	.	.	PUNCT
fuelectenerg-670	2	1	165	165	NUM
fuelectenerg-670	2	2	175	175	NUM
fuelectenerg-670	2	3	doi	doi	NOUN
fuelectenerg-670	2	4	:	:	PUNCT
fuelectenerg-670	2	5	10.2298	10.2298	NUM
fuelectenerg-670	2	6	/	/	SYM
fuelectenerg-670	2	7	fuee1502165n	fuee1502165n	ADJ
fuelectenerg-670	2	8	image	image	NOUN
fuelectenerg-670	2	9	and	and	CCONJ
fuelectenerg-670	2	10	video	video	NOUN
fuelectenerg-670	2	11	processing	processing	NOUN
fuelectenerg-670	2	12	with	with	ADP
fuelectenerg-670	2	13	fpga	fpga	PROPN
fuelectenerg-670	2	14	support	support	NOUN
fuelectenerg-670	2	15	used	use	VERB
fuelectenerg-670	2	16	for	for	ADP
fuelectenerg-670	2	17	biometric	biometric	ADJ
fuelectenerg-670	2	18	as	as	ADV
fuelectenerg-670	2	19	well	well	ADV
fuelectenerg-670	2	20	as	as	ADP
fuelectenerg-670	2	21	other	other	ADJ
fuelectenerg-670	2	22	applications	application	NOUN
fuelectenerg-670	2	23			PROPN
fuelectenerg-670	2	24	andrzej	andrzej	PROPN
fuelectenerg-670	2	25	napieralski	napieralski	PROPN
fuelectenerg-670	2	26	,	,	PUNCT
fuelectenerg-670	2	27	jakub	jakub	PROPN
fuelectenerg-670	2	28	cłapa	cłapa	PROPN
fuelectenerg-670	2	29	,	,	PUNCT
fuelectenerg-670	2	30	kamil	kamil	PROPN
fuelectenerg-670	2	31	grabowski	grabowski	PROPN
fuelectenerg-670	2	32	,	,	PUNCT
fuelectenerg-670	2	33	małgorzata	małgorzata	PROPN
fuelectenerg-670	2	34	napieralska	napieralska	PROPN
fuelectenerg-670	2	35	,	,	PUNCT
fuelectenerg-670	2	36	wojciech	wojciech	PROPN
fuelectenerg-670	2	37	sankowski	sankowski	NOUN
fuelectenerg-670	2	38	,	,	PUNCT
fuelectenerg-670	2	39	przemysław	przemysław	PROPN
fuelectenerg-670	2	40	sękalski	sękalski	PROPN
fuelectenerg-670	2	41	,	,	PUNCT
fuelectenerg-670	2	42	mariusz	mariusz	PROPN
fuelectenerg-670	2	43	zubert	zubert	PROPN
fuelectenerg-670	2	44	lodz	lodz	PROPN
fuelectenerg-670	2	45	university	university	PROPN
fuelectenerg-670	2	46	of	of	ADP
fuelectenerg-670	2	47	technology	technology	NOUN
fuelectenerg-670	2	48	,	,	PUNCT
fuelectenerg-670	2	49	department	department	NOUN
fuelectenerg-670	2	50	of	of	ADP
fuelectenerg-670	2	51	microelectronics	microelectronic	NOUN
fuelectenerg-670	2	52	and	and	CCONJ
fuelectenerg-670	2	53	computer	computer	NOUN
fuelectenerg-670	2	54	science	science	NOUN
fuelectenerg-670	2	55	,	,	PUNCT
fuelectenerg-670	2	56	lodz	lodz	PROPN
fuelectenerg-670	2	57	,	,	PUNCT
fuelectenerg-670	2	58	poland	poland	PROPN
fuelectenerg-670	2	59	abstract	abstract	NOUN
fuelectenerg-670	2	60	.	.	PUNCT
fuelectenerg-670	3	1	paper	paper	NOUN
fuelectenerg-670	3	2	presents	present	VERB
fuelectenerg-670	3	3	the	the	DET
fuelectenerg-670	3	4	recent	recent	ADJ
fuelectenerg-670	3	5	research	research	NOUN
fuelectenerg-670	3	6	in	in	ADP
fuelectenerg-670	3	7	dmcs	dmcs	NOUN
fuelectenerg-670	3	8	.	.	PUNCT
fuelectenerg-670	4	1	the	the	DET
fuelectenerg-670	4	2	image	image	NOUN
fuelectenerg-670	4	3	processing	processing	NOUN
fuelectenerg-670	4	4	and	and	CCONJ
fuelectenerg-670	4	5	biometric	biometric	ADJ
fuelectenerg-670	4	6	research	research	NOUN
fuelectenerg-670	4	7	projects	project	NOUN
fuelectenerg-670	4	8	are	be	AUX
fuelectenerg-670	4	9	presented	present	VERB
fuelectenerg-670	4	10	.	.	PUNCT
fuelectenerg-670	5	1	one	one	NUM
fuelectenerg-670	5	2	of	of	ADP
fuelectenerg-670	5	3	the	the	DET
fuelectenerg-670	5	4	key	key	ADJ
fuelectenerg-670	5	5	elements	element	NOUN
fuelectenerg-670	5	6	is	be	AUX
fuelectenerg-670	5	7	an	an	DET
fuelectenerg-670	5	8	image	image	NOUN
fuelectenerg-670	5	9	acquisition	acquisition	NOUN
fuelectenerg-670	5	10	and	and	CCONJ
fuelectenerg-670	5	11	processing	processing	NOUN
fuelectenerg-670	5	12	.	.	PUNCT
fuelectenerg-670	6	1	the	the	DET
fuelectenerg-670	6	2	most	most	ADV
fuelectenerg-670	6	3	recent	recent	ADJ
fuelectenerg-670	6	4	biometric	biometric	ADJ
fuelectenerg-670	6	5	research	research	NOUN
fuelectenerg-670	6	6	projects	project	NOUN
fuelectenerg-670	6	7	are	be	AUX
fuelectenerg-670	6	8	in	in	ADP
fuelectenerg-670	6	9	the	the	DET
fuelectenerg-670	6	10	area	area	NOUN
fuelectenerg-670	6	11	of	of	ADP
fuelectenerg-670	6	12	authentication	authentication	NOUN
fuelectenerg-670	6	13	in	in	ADP
fuelectenerg-670	6	14	uncooperative	uncooperative	ADJ
fuelectenerg-670	6	15	scenarios	scenario	NOUN
fuelectenerg-670	6	16	and	and	CCONJ
fuelectenerg-670	6	17	utilizing	utilize	VERB
fuelectenerg-670	6	18	many	many	ADJ
fuelectenerg-670	6	19	different	different	ADJ
fuelectenerg-670	6	20	biometric	biometric	ADJ
fuelectenerg-670	6	21	traits	trait	NOUN
fuelectenerg-670	6	22	(	(	PUNCT
fuelectenerg-670	6	23	multimodal	multimodal	ADJ
fuelectenerg-670	6	24	biometric	biometric	ADJ
fuelectenerg-670	6	25	systems	system	NOUN
fuelectenerg-670	6	26	)	)	PUNCT
fuelectenerg-670	6	27	.	.	PUNCT
fuelectenerg-670	7	1	also	also	ADV
fuelectenerg-670	7	2	,	,	PUNCT
fuelectenerg-670	7	3	the	the	DET
fuelectenerg-670	7	4	recent	recent	ADJ
fuelectenerg-670	7	5	research	research	NOUN
fuelectenerg-670	7	6	on	on	ADP
fuelectenerg-670	7	7	the	the	DET
fuelectenerg-670	7	8	removal	removal	NOUN
fuelectenerg-670	7	9	of	of	ADP
fuelectenerg-670	7	10	geometric	geometric	ADJ
fuelectenerg-670	7	11	distortion	distortion	NOUN
fuelectenerg-670	7	12	from	from	ADP
fuelectenerg-670	7	13	live	live	ADJ
fuelectenerg-670	7	14	video	video	NOUN
fuelectenerg-670	7	15	streams	stream	NOUN
fuelectenerg-670	7	16	using	use	VERB
fuelectenerg-670	7	17	fpga	fpga	PROPN
fuelectenerg-670	7	18	and	and	CCONJ
fuelectenerg-670	7	19	gpu	gpu	PROPN
fuelectenerg-670	7	20	hardware	hardware	NOUN
fuelectenerg-670	7	21	is	be	AUX
fuelectenerg-670	7	22	presented	present	VERB
fuelectenerg-670	7	23	together	together	ADV
fuelectenerg-670	7	24	with	with	ADP
fuelectenerg-670	7	25	preliminary	preliminary	ADJ
fuelectenerg-670	7	26	performance	performance	NOUN
fuelectenerg-670	7	27	results	result	NOUN
fuelectenerg-670	7	28	.	.	PUNCT
fuelectenerg-670	8	1	key	key	ADJ
fuelectenerg-670	8	2	words	word	NOUN
fuelectenerg-670	8	3	:	:	PUNCT
fuelectenerg-670	8	4	biometrics	biometric	NOUN
fuelectenerg-670	8	5	,	,	PUNCT
fuelectenerg-670	8	6	fpga	fpga	PROPN
fuelectenerg-670	8	7	,	,	PUNCT
fuelectenerg-670	8	8	video	video	NOUN
fuelectenerg-670	8	9	correction	correction	NOUN
fuelectenerg-670	8	10	algorithms	algorithm	VERB
fuelectenerg-670	8	11	1	1	NUM
fuelectenerg-670	8	12	.	.	NOUN
fuelectenerg-670	8	13	researches	research	VERB
fuelectenerg-670	8	14	on	on	ADP
fuelectenerg-670	8	15	biometrics	biometric	NOUN
fuelectenerg-670	8	16	1.1	1.1	NUM
fuelectenerg-670	8	17	.	.	PUNCT
fuelectenerg-670	9	1	introduction	introduction	NOUN
fuelectenerg-670	9	2	biometrics	biometric	NOUN
fuelectenerg-670	9	3	has	have	VERB
fuelectenerg-670	9	4	a	a	DET
fuelectenerg-670	9	5	great	great	ADJ
fuelectenerg-670	9	6	potential	potential	NOUN
fuelectenerg-670	9	7	and	and	CCONJ
fuelectenerg-670	9	8	many	many	ADJ
fuelectenerg-670	9	9	fascinating	fascinating	ADJ
fuelectenerg-670	9	10	applications	application	NOUN
fuelectenerg-670	9	11	.	.	PUNCT
fuelectenerg-670	10	1	one	one	PRON
fuelectenerg-670	10	2	can	can	AUX
fuelectenerg-670	10	3	imagine	imagine	VERB
fuelectenerg-670	10	4	airports	airport	NOUN
fuelectenerg-670	10	5	with	with	ADP
fuelectenerg-670	10	6	automatic	automatic	ADJ
fuelectenerg-670	10	7	passenger	passenger	NOUN
fuelectenerg-670	10	8	identification	identification	NOUN
fuelectenerg-670	10	9	,	,	PUNCT
fuelectenerg-670	10	10	where	where	SCONJ
fuelectenerg-670	10	11	passenger	passenger	NOUN
fuelectenerg-670	10	12	does	do	AUX
fuelectenerg-670	10	13	not	not	PART
fuelectenerg-670	10	14	need	need	VERB
fuelectenerg-670	10	15	to	to	PART
fuelectenerg-670	10	16	show	show	VERB
fuelectenerg-670	10	17	any	any	DET
fuelectenerg-670	10	18	i	i	PROPN
fuelectenerg-670	10	19	d	d	PROPN
fuelectenerg-670	10	20	document	document	NOUN
fuelectenerg-670	10	21	but	but	CCONJ
fuelectenerg-670	10	22	can	can	AUX
fuelectenerg-670	10	23	conveniently	conveniently	ADV
fuelectenerg-670	10	24	pass	pass	VERB
fuelectenerg-670	10	25	a	a	DET
fuelectenerg-670	10	26	biometric	biometric	ADJ
fuelectenerg-670	10	27	identification	identification	NOUN
fuelectenerg-670	10	28	gate	gate	NOUN
fuelectenerg-670	10	29	.	.	PUNCT
fuelectenerg-670	11	1	another	another	DET
fuelectenerg-670	11	2	huge	huge	ADJ
fuelectenerg-670	11	3	space	space	NOUN
fuelectenerg-670	11	4	for	for	ADP
fuelectenerg-670	11	5	biometric	biometric	ADJ
fuelectenerg-670	11	6	systems	system	NOUN
fuelectenerg-670	11	7	implementations	implementation	NOUN
fuelectenerg-670	11	8	are	be	AUX
fuelectenerg-670	11	9	banking	banking	NOUN
fuelectenerg-670	11	10	systems	system	NOUN
fuelectenerg-670	11	11	,	,	PUNCT
fuelectenerg-670	11	12	where	where	SCONJ
fuelectenerg-670	11	13	cash	cash	NOUN
fuelectenerg-670	11	14	machines	machine	NOUN
fuelectenerg-670	11	15	do	do	AUX
fuelectenerg-670	11	16	not	not	PART
fuelectenerg-670	11	17	require	require	VERB
fuelectenerg-670	11	18	bank	bank	NOUN
fuelectenerg-670	11	19	customers	customer	NOUN
fuelectenerg-670	11	20	to	to	PART
fuelectenerg-670	11	21	present	present	VERB
fuelectenerg-670	11	22	credit	credit	NOUN
fuelectenerg-670	11	23	card	card	NOUN
fuelectenerg-670	11	24	or	or	CCONJ
fuelectenerg-670	11	25	enter	enter	VERB
fuelectenerg-670	11	26	pin	pin	NOUN
fuelectenerg-670	11	27	number	number	NOUN
fuelectenerg-670	11	28	.	.	PUNCT
fuelectenerg-670	12	1	biometric	biometric	ADJ
fuelectenerg-670	12	2	technologies	technology	NOUN
fuelectenerg-670	12	3	have	have	AUX
fuelectenerg-670	12	4	been	be	AUX
fuelectenerg-670	12	5	developed	develop	VERB
fuelectenerg-670	12	6	for	for	ADP
fuelectenerg-670	12	7	decades	decade	NOUN
fuelectenerg-670	12	8	.	.	PUNCT
fuelectenerg-670	13	1	the	the	DET
fuelectenerg-670	13	2	first	first	ADJ
fuelectenerg-670	13	3	successful	successful	ADJ
fuelectenerg-670	13	4	biometric	biometric	ADJ
fuelectenerg-670	13	5	system	system	NOUN
fuelectenerg-670	13	6	implementation	implementation	NOUN
fuelectenerg-670	13	7	was	be	AUX
fuelectenerg-670	13	8	published	publish	VERB
fuelectenerg-670	13	9	in	in	ADP
fuelectenerg-670	13	10	1991	1991	NUM
fuelectenerg-670	13	11	as	as	ADP
fuelectenerg-670	13	12	a	a	DET
fuelectenerg-670	13	13	case	case	NOUN
fuelectenerg-670	13	14	of	of	ADP
fuelectenerg-670	13	15	face	face	NOUN
fuelectenerg-670	13	16	recognition	recognition	NOUN
fuelectenerg-670	13	17	and	and	CCONJ
fuelectenerg-670	13	18	in	in	ADP
fuelectenerg-670	13	19	1993	1993	NUM
fuelectenerg-670	13	20	as	as	ADP
fuelectenerg-670	13	21	a	a	DET
fuelectenerg-670	13	22	case	case	NOUN
fuelectenerg-670	13	23	of	of	ADP
fuelectenerg-670	13	24	iris	iris	NOUN
fuelectenerg-670	13	25	recognition	recognition	NOUN
fuelectenerg-670	13	26	.	.	PUNCT
fuelectenerg-670	14	1	even	even	ADV
fuelectenerg-670	14	2	longer	long	ADJ
fuelectenerg-670	14	3	development	development	NOUN
fuelectenerg-670	14	4	has	have	AUX
fuelectenerg-670	14	5	been	be	AUX
fuelectenerg-670	14	6	devoted	devote	VERB
fuelectenerg-670	14	7	to	to	PART
fuelectenerg-670	14	8	fingerprint	fingerprint	VERB
fuelectenerg-670	14	9	and	and	CCONJ
fuelectenerg-670	14	10	hand	hand	NOUN
fuelectenerg-670	14	11	recognition	recognition	NOUN
fuelectenerg-670	14	12	.	.	PUNCT
fuelectenerg-670	15	1	technical	technical	ADJ
fuelectenerg-670	15	2	note	note	NOUN
fuelectenerg-670	15	3	on	on	ADP
fuelectenerg-670	15	4	the	the	DET
fuelectenerg-670	15	5	first	first	ADJ
fuelectenerg-670	15	6	operational	operational	ADJ
fuelectenerg-670	15	7	fingerprint	fingerprint	NOUN
fuelectenerg-670	15	8	matching	matching	NOUN
fuelectenerg-670	15	9	algorithm	algorithm	NOUN
fuelectenerg-670	15	10	used	use	VERB
fuelectenerg-670	15	11	at	at	ADP
fuelectenerg-670	15	12	the	the	DET
fuelectenerg-670	15	13	fbi	fbi	PROPN
fuelectenerg-670	15	14	(	(	PUNCT
fuelectenerg-670	15	15	federal	federal	ADJ
fuelectenerg-670	15	16	bureau	bureau	NOUN
fuelectenerg-670	15	17	of	of	ADP
fuelectenerg-670	15	18	investigation	investigation	NOUN
fuelectenerg-670	15	19	)	)	PUNCT
fuelectenerg-670	15	20	for	for	ADP
fuelectenerg-670	15	21	narrowing	narrow	VERB
fuelectenerg-670	15	22	the	the	DET
fuelectenerg-670	15	23	human	human	ADJ
fuelectenerg-670	15	24	search	search	NOUN
fuelectenerg-670	15	25	was	be	AUX
fuelectenerg-670	15	26	published	publish	VERB
fuelectenerg-670	15	27	in	in	ADP
fuelectenerg-670	15	28	1972	1972	NUM
fuelectenerg-670	15	29	,	,	PUNCT
fuelectenerg-670	15	30	while	while	SCONJ
fuelectenerg-670	15	31	first	first	ADJ
fuelectenerg-670	15	32	commercial	commercial	ADJ
fuelectenerg-670	15	33	hand	hand	NOUN
fuelectenerg-670	15	34	geometry	geometry	NOUN
fuelectenerg-670	15	35	recognition	recognition	NOUN
fuelectenerg-670	15	36	systems	system	NOUN
fuelectenerg-670	15	37	became	become	VERB
fuelectenerg-670	15	38	available	available	ADJ
fuelectenerg-670	15	39	in	in	ADP
fuelectenerg-670	15	40	received	receive	VERB
fuelectenerg-670	15	41	december	december	PROPN
fuelectenerg-670	15	42	2	2	NUM
fuelectenerg-670	15	43	,	,	PUNCT
fuelectenerg-670	15	44	2014	2014	NUM
fuelectenerg-670	15	45	corresponding	correspond	VERB
fuelectenerg-670	15	46	author	author	NOUN
fuelectenerg-670	15	47	:	:	PUNCT
fuelectenerg-670	15	48	andrzej	andrzej	PROPN
fuelectenerg-670	15	49	napieralski	napieralski	PROPN
fuelectenerg-670	15	50	lodz	lodz	PROPN
fuelectenerg-670	15	51	university	university	PROPN
fuelectenerg-670	15	52	of	of	ADP
fuelectenerg-670	15	53	technology	technology	NOUN
fuelectenerg-670	15	54	,	,	PUNCT
fuelectenerg-670	15	55	department	department	NOUN
fuelectenerg-670	15	56	of	of	ADP
fuelectenerg-670	15	57	microelectronics	microelectronic	NOUN
fuelectenerg-670	15	58	and	and	CCONJ
fuelectenerg-670	15	59	computer	computer	NOUN
fuelectenerg-670	15	60	science	science	NOUN
fuelectenerg-670	15	61	,	,	PUNCT
fuelectenerg-670	15	62	ul	ul	INTJ
fuelectenerg-670	15	63	.	.	PUNCT
fuelectenerg-670	15	64	wolczanska	wolczanska	PROPN
fuelectenerg-670	15	65	221/223	221/223	NUM
fuelectenerg-670	15	66	,	,	PUNCT
fuelectenerg-670	15	67	90	90	NUM
fuelectenerg-670	15	68	-	-	SYM
fuelectenerg-670	15	69	924	924	NUM
fuelectenerg-670	15	70	lodz	lodz	NOUN
fuelectenerg-670	15	71	(	(	PUNCT
fuelectenerg-670	15	72	e	e	NOUN
fuelectenerg-670	15	73	-	-	NOUN
fuelectenerg-670	15	74	mail	mail	NOUN
fuelectenerg-670	15	75	:	:	PUNCT
fuelectenerg-670	15	76	napier@dmcs.pl	napier@dmcs.pl	PROPN
fuelectenerg-670	15	77	)	)	PUNCT
fuelectenerg-670	15	78	166	166	NUM
fuelectenerg-670	15	79	a.	a.	NOUN
fuelectenerg-670	15	80	napieralski	napieralski	PROPN
fuelectenerg-670	15	81	et	et	PROPN
fuelectenerg-670	15	82	al	al	PROPN
fuelectenerg-670	15	83	.	.	PROPN
fuelectenerg-670	15	84	1974	1974	NUM
fuelectenerg-670	15	85	.	.	PUNCT
fuelectenerg-670	16	1	nowadays	nowadays	ADV
fuelectenerg-670	16	2	,	,	PUNCT
fuelectenerg-670	16	3	after	after	ADP
fuelectenerg-670	16	4	such	such	DET
fuelectenerg-670	16	5	a	a	DET
fuelectenerg-670	16	6	huge	huge	ADJ
fuelectenerg-670	16	7	development	development	NOUN
fuelectenerg-670	16	8	effort	effort	NOUN
fuelectenerg-670	16	9	,	,	PUNCT
fuelectenerg-670	16	10	one	one	PRON
fuelectenerg-670	16	11	can	can	AUX
fuelectenerg-670	16	12	ask	ask	VERB
fuelectenerg-670	16	13	why	why	SCONJ
fuelectenerg-670	16	14	even	even	ADV
fuelectenerg-670	16	15	the	the	DET
fuelectenerg-670	16	16	most	most	ADV
fuelectenerg-670	16	17	modern	modern	ADJ
fuelectenerg-670	16	18	societies	society	NOUN
fuelectenerg-670	16	19	have	have	AUX
fuelectenerg-670	16	20	not	not	PART
fuelectenerg-670	16	21	widely	widely	ADV
fuelectenerg-670	16	22	adopted	adopt	VERB
fuelectenerg-670	16	23	biometric	biometric	ADJ
fuelectenerg-670	16	24	solutions	solution	NOUN
fuelectenerg-670	16	25	in	in	ADP
fuelectenerg-670	16	26	everyday	everyday	ADJ
fuelectenerg-670	16	27	life	life	NOUN
fuelectenerg-670	16	28	.	.	PUNCT
fuelectenerg-670	17	1	the	the	DET
fuelectenerg-670	17	2	biometric	biometric	ADJ
fuelectenerg-670	17	3	system	system	NOUN
fuelectenerg-670	17	4	to	to	PART
fuelectenerg-670	17	5	be	be	AUX
fuelectenerg-670	17	6	widely	widely	ADV
fuelectenerg-670	17	7	adopted	adopt	VERB
fuelectenerg-670	17	8	by	by	ADP
fuelectenerg-670	17	9	citizens	citizen	NOUN
fuelectenerg-670	17	10	has	have	VERB
fuelectenerg-670	17	11	to	to	PART
fuelectenerg-670	17	12	be	be	AUX
fuelectenerg-670	17	13	easy	easy	ADJ
fuelectenerg-670	17	14	to	to	PART
fuelectenerg-670	17	15	use	use	VERB
fuelectenerg-670	17	16	,	,	PUNCT
fuelectenerg-670	17	17	fast	fast	ADJ
fuelectenerg-670	17	18	,	,	PUNCT
fuelectenerg-670	17	19	inexpensive	inexpensive	ADJ
fuelectenerg-670	17	20	,	,	PUNCT
fuelectenerg-670	17	21	and	and	CCONJ
fuelectenerg-670	17	22	what	what	PRON
fuelectenerg-670	17	23	is	be	AUX
fuelectenerg-670	17	24	most	most	ADV
fuelectenerg-670	17	25	important	important	ADJ
fuelectenerg-670	17	26	reliable	reliable	ADJ
fuelectenerg-670	17	27	.	.	PUNCT
fuelectenerg-670	18	1	currently	currently	ADV
fuelectenerg-670	18	2	none	none	NOUN
fuelectenerg-670	18	3	of	of	ADP
fuelectenerg-670	18	4	the	the	DET
fuelectenerg-670	18	5	existing	exist	VERB
fuelectenerg-670	18	6	biometric	biometric	ADJ
fuelectenerg-670	18	7	technologies	technology	NOUN
fuelectenerg-670	18	8	satisfactorily	satisfactorily	ADV
fuelectenerg-670	18	9	fulfils	fulfil	VERB
fuelectenerg-670	18	10	all	all	DET
fuelectenerg-670	18	11	listed	list	VERB
fuelectenerg-670	18	12	conditions	condition	NOUN
fuelectenerg-670	18	13	.	.	PUNCT
fuelectenerg-670	19	1	today	today	NOUN
fuelectenerg-670	19	2	even	even	ADV
fuelectenerg-670	19	3	the	the	DET
fuelectenerg-670	19	4	most	most	ADV
fuelectenerg-670	19	5	advanced	advanced	ADJ
fuelectenerg-670	19	6	solutions	solution	NOUN
fuelectenerg-670	19	7	do	do	AUX
fuelectenerg-670	19	8	not	not	PART
fuelectenerg-670	19	9	provide	provide	VERB
fuelectenerg-670	19	10	100	100	NUM
fuelectenerg-670	19	11	%	%	NOUN
fuelectenerg-670	19	12	reliability	reliability	NOUN
fuelectenerg-670	19	13	,	,	PUNCT
fuelectenerg-670	19	14	and	and	CCONJ
fuelectenerg-670	19	15	the	the	DET
fuelectenerg-670	19	16	error	error	NOUN
fuelectenerg-670	19	17	rates	rate	NOUN
fuelectenerg-670	19	18	,	,	PUNCT
fuelectenerg-670	19	19	although	although	SCONJ
fuelectenerg-670	19	20	extremely	extremely	ADV
fuelectenerg-670	19	21	low	low	ADJ
fuelectenerg-670	19	22	,	,	PUNCT
fuelectenerg-670	19	23	are	be	AUX
fuelectenerg-670	19	24	inevitable	inevitable	ADJ
fuelectenerg-670	19	25	in	in	ADP
fuelectenerg-670	19	26	a	a	DET
fuelectenerg-670	19	27	practical	practical	ADJ
fuelectenerg-670	19	28	system	system	NOUN
fuelectenerg-670	19	29	.	.	PUNCT
fuelectenerg-670	20	1	this	this	PRON
fuelectenerg-670	20	2	is	be	AUX
fuelectenerg-670	20	3	especially	especially	ADV
fuelectenerg-670	20	4	visible	visible	ADJ
fuelectenerg-670	20	5	in	in	ADP
fuelectenerg-670	20	6	large	large	ADJ
fuelectenerg-670	20	7	scale	scale	NOUN
fuelectenerg-670	20	8	implementations	implementation	NOUN
fuelectenerg-670	20	9	,	,	PUNCT
fuelectenerg-670	20	10	where	where	SCONJ
fuelectenerg-670	20	11	the	the	DET
fuelectenerg-670	20	12	number	number	NOUN
fuelectenerg-670	20	13	of	of	ADP
fuelectenerg-670	20	14	registered	register	VERB
fuelectenerg-670	20	15	users	user	NOUN
fuelectenerg-670	20	16	can	can	AUX
fuelectenerg-670	20	17	be	be	AUX
fuelectenerg-670	20	18	counted	count	VERB
fuelectenerg-670	20	19	in	in	ADP
fuelectenerg-670	20	20	millions	million	NOUN
fuelectenerg-670	20	21	.	.	PUNCT
fuelectenerg-670	21	1	1.2	1.2	NUM
fuelectenerg-670	21	2	.	.	PUNCT
fuelectenerg-670	21	3	dmcs	dmcs	NOUN
fuelectenerg-670	21	4	biometric	biometric	ADJ
fuelectenerg-670	21	5	projects	project	NOUN
fuelectenerg-670	21	6	overview	overview	VERB
fuelectenerg-670	21	7	current	current	ADJ
fuelectenerg-670	21	8	practical	practical	ADJ
fuelectenerg-670	21	9	implementations	implementation	NOUN
fuelectenerg-670	21	10	and	and	CCONJ
fuelectenerg-670	21	11	current	current	ADJ
fuelectenerg-670	21	12	state	state	NOUN
fuelectenerg-670	21	13	of	of	ADP
fuelectenerg-670	21	14	the	the	DET
fuelectenerg-670	21	15	art	art	NOUN
fuelectenerg-670	21	16	indicate	indicate	VERB
fuelectenerg-670	21	17	that	that	SCONJ
fuelectenerg-670	21	18	there	there	PRON
fuelectenerg-670	21	19	is	be	VERB
fuelectenerg-670	21	20	still	still	ADV
fuelectenerg-670	21	21	a	a	DET
fuelectenerg-670	21	22	large	large	ADJ
fuelectenerg-670	21	23	space	space	NOUN
fuelectenerg-670	21	24	for	for	ADP
fuelectenerg-670	21	25	improvements	improvement	NOUN
fuelectenerg-670	21	26	in	in	ADP
fuelectenerg-670	21	27	the	the	DET
fuelectenerg-670	21	28	field	field	NOUN
fuelectenerg-670	21	29	of	of	ADP
fuelectenerg-670	21	30	biometrics	biometric	NOUN
fuelectenerg-670	21	31	.	.	PUNCT
fuelectenerg-670	22	1	the	the	DET
fuelectenerg-670	22	2	department	department	PROPN
fuelectenerg-670	22	3	of	of	ADP
fuelectenerg-670	22	4	microelectronics	microelectronic	NOUN
fuelectenerg-670	22	5	and	and	CCONJ
fuelectenerg-670	22	6	computer	computer	NOUN
fuelectenerg-670	22	7	science	science	NOUN
fuelectenerg-670	22	8	(	(	PUNCT
fuelectenerg-670	22	9	dmcs	dmcs	NOUN
fuelectenerg-670	22	10	)	)	PUNCT
fuelectenerg-670	22	11	has	have	AUX
fuelectenerg-670	22	12	been	be	AUX
fuelectenerg-670	22	13	conducting	conduct	VERB
fuelectenerg-670	22	14	researches	research	NOUN
fuelectenerg-670	22	15	on	on	ADP
fuelectenerg-670	22	16	biometrics	biometric	NOUN
fuelectenerg-670	22	17	since	since	SCONJ
fuelectenerg-670	22	18	2000	2000	NUM
fuelectenerg-670	22	19	.	.	PUNCT
fuelectenerg-670	23	1	the	the	DET
fuelectenerg-670	23	2	first	first	ADJ
fuelectenerg-670	23	3	publications	publication	NOUN
fuelectenerg-670	23	4	[	[	X
fuelectenerg-670	23	5	1,2	1,2	NUM
fuelectenerg-670	23	6	]	]	PUNCT
fuelectenerg-670	23	7	concerns	concern	VERB
fuelectenerg-670	23	8	the	the	DET
fuelectenerg-670	23	9	automatic	automatic	ADJ
fuelectenerg-670	23	10	people	people	NOUN
fuelectenerg-670	23	11	identification	identification	NOUN
fuelectenerg-670	23	12	on	on	ADP
fuelectenerg-670	23	13	the	the	DET
fuelectenerg-670	23	14	basis	basis	NOUN
fuelectenerg-670	23	15	of	of	ADP
fuelectenerg-670	23	16	iris	iris	NOUN
fuelectenerg-670	23	17	pattern	pattern	NOUN
fuelectenerg-670	23	18	.	.	PUNCT
fuelectenerg-670	24	1	in	in	ADP
fuelectenerg-670	24	2	2004	2004	NUM
fuelectenerg-670	24	3	the	the	DET
fuelectenerg-670	24	4	first	first	ADJ
fuelectenerg-670	24	5	biometric	biometric	ADJ
fuelectenerg-670	24	6	project	project	NOUN
fuelectenerg-670	24	7	was	be	AUX
fuelectenerg-670	24	8	granted	grant	VERB
fuelectenerg-670	24	9	to	to	ADP
fuelectenerg-670	24	10	the	the	DET
fuelectenerg-670	24	11	department	department	NOUN
fuelectenerg-670	24	12	by	by	ADP
fuelectenerg-670	24	13	the	the	DET
fuelectenerg-670	24	14	polish	polish	PROPN
fuelectenerg-670	24	15	state	state	PROPN
fuelectenerg-670	24	16	committee	committee	PROPN
fuelectenerg-670	24	17	for	for	ADP
fuelectenerg-670	24	18	scientific	scientific	ADJ
fuelectenerg-670	24	19	research	research	NOUN
fuelectenerg-670	24	20	.	.	PUNCT
fuelectenerg-670	25	1	the	the	DET
fuelectenerg-670	25	2	project	project	NOUN
fuelectenerg-670	25	3	was	be	AUX
fuelectenerg-670	25	4	entitled	entitle	VERB
fuelectenerg-670	25	5	“	"	PUNCT
fuelectenerg-670	25	6	persons	person	NOUN
fuelectenerg-670	25	7	recognition	recognition	NOUN
fuelectenerg-670	25	8	and	and	CCONJ
fuelectenerg-670	25	9	identification	identification	NOUN
fuelectenerg-670	25	10	based	base	VERB
fuelectenerg-670	25	11	on	on	ADP
fuelectenerg-670	25	12	eye	eye	NOUN
fuelectenerg-670	25	13	biometric	biometric	ADJ
fuelectenerg-670	25	14	parameters	parameter	NOUN
fuelectenerg-670	25	15	”	"	PUNCT
fuelectenerg-670	25	16	and	and	CCONJ
fuelectenerg-670	25	17	was	be	AUX
fuelectenerg-670	25	18	focused	focus	VERB
fuelectenerg-670	25	19	on	on	ADP
fuelectenerg-670	25	20	iris	iris	NOUN
fuelectenerg-670	25	21	recognition	recognition	NOUN
fuelectenerg-670	25	22	technology	technology	NOUN
fuelectenerg-670	25	23	development	development	NOUN
fuelectenerg-670	25	24	.	.	PUNCT
fuelectenerg-670	26	1	the	the	DET
fuelectenerg-670	26	2	project	project	NOUN
fuelectenerg-670	26	3	resulted	result	VERB
fuelectenerg-670	26	4	in	in	ADP
fuelectenerg-670	26	5	construction	construction	NOUN
fuelectenerg-670	26	6	of	of	ADP
fuelectenerg-670	26	7	iris	iris	NOUN
fuelectenerg-670	26	8	station	station	NOUN
fuelectenerg-670	26	9	device	device	NOUN
fuelectenerg-670	26	10	and	and	CCONJ
fuelectenerg-670	26	11	image	image	NOUN
fuelectenerg-670	26	12	processing	processing	NOUN
fuelectenerg-670	26	13	algorithms	algorithm	NOUN
fuelectenerg-670	26	14	(	(	PUNCT
fuelectenerg-670	26	15	see	see	VERB
fuelectenerg-670	26	16	fig	fig	NOUN
fuelectenerg-670	26	17	.	.	PUNCT
fuelectenerg-670	27	1	1	1	NUM
fuelectenerg-670	27	2	)	)	PUNCT
fuelectenerg-670	27	3	,	,	PUNCT
fuelectenerg-670	27	4	that	that	PRON
fuelectenerg-670	27	5	form	form	VERB
fuelectenerg-670	27	6	a	a	DET
fuelectenerg-670	27	7	fully	fully	ADV
fuelectenerg-670	27	8	functional	functional	ADJ
fuelectenerg-670	27	9	prototype	prototype	NOUN
fuelectenerg-670	27	10	system	system	NOUN
fuelectenerg-670	27	11	for	for	ADP
fuelectenerg-670	27	12	iris	iris	NOUN
fuelectenerg-670	27	13	recognition	recognition	NOUN
fuelectenerg-670	27	14	.	.	PUNCT
fuelectenerg-670	28	1	the	the	DET
fuelectenerg-670	28	2	experience	experience	NOUN
fuelectenerg-670	28	3	of	of	ADP
fuelectenerg-670	28	4	the	the	DET
fuelectenerg-670	28	5	team	team	NOUN
fuelectenerg-670	28	6	resulted	result	VERB
fuelectenerg-670	28	7	in	in	ADP
fuelectenerg-670	28	8	the	the	DET
fuelectenerg-670	28	9	realization	realization	NOUN
fuelectenerg-670	28	10	of	of	ADP
fuelectenerg-670	28	11	the	the	DET
fuelectenerg-670	28	12	next	next	ADJ
fuelectenerg-670	28	13	two	two	NUM
fuelectenerg-670	28	14	projects	project	NOUN
fuelectenerg-670	28	15	which	which	PRON
fuelectenerg-670	28	16	were	be	AUX
fuelectenerg-670	28	17	a	a	DET
fuelectenerg-670	28	18	continuation	continuation	NOUN
fuelectenerg-670	28	19	of	of	ADP
fuelectenerg-670	28	20	researches	research	NOUN
fuelectenerg-670	28	21	on	on	ADP
fuelectenerg-670	28	22	iris	iris	NOUN
fuelectenerg-670	28	23	recognition	recognition	NOUN
fuelectenerg-670	28	24	technology	technology	NOUN
fuelectenerg-670	28	25	.	.	PUNCT
fuelectenerg-670	29	1	these	these	DET
fuelectenerg-670	29	2	projects	project	NOUN
fuelectenerg-670	29	3	were	be	AUX
fuelectenerg-670	29	4	entitled	entitle	VERB
fuelectenerg-670	29	5	“	"	PUNCT
fuelectenerg-670	29	6	hardware	hardware	NOUN
fuelectenerg-670	29	7	acceleration	acceleration	NOUN
fuelectenerg-670	29	8	of	of	ADP
fuelectenerg-670	29	9	computations	computation	NOUN
fuelectenerg-670	29	10	for	for	ADP
fuelectenerg-670	29	11	biometric	biometric	ADJ
fuelectenerg-670	29	12	applications	application	NOUN
fuelectenerg-670	29	13	”	"	PUNCT
fuelectenerg-670	29	14	and	and	CCONJ
fuelectenerg-670	29	15	“	"	PUNCT
fuelectenerg-670	29	16	iris	iris	VERB
fuelectenerg-670	29	17	positive	positive	ADJ
fuelectenerg-670	29	18	authentication	authentication	NOUN
fuelectenerg-670	29	19	system	system	NOUN
fuelectenerg-670	29	20	”	"	PUNCT
fuelectenerg-670	29	21	.	.	PUNCT
fuelectenerg-670	30	1	the	the	DET
fuelectenerg-670	30	2	three	three	NUM
fuelectenerg-670	30	3	mentioned	mention	VERB
fuelectenerg-670	30	4	projects	project	NOUN
fuelectenerg-670	30	5	resulted	result	VERB
fuelectenerg-670	30	6	in	in	ADP
fuelectenerg-670	30	7	a	a	DET
fuelectenerg-670	30	8	complete	complete	ADJ
fuelectenerg-670	30	9	iris	iris	NOUN
fuelectenerg-670	30	10	recognition	recognition	NOUN
fuelectenerg-670	30	11	solution	solution	NOUN
fuelectenerg-670	30	12	developed	develop	VERB
fuelectenerg-670	30	13	in	in	ADP
fuelectenerg-670	30	14	the	the	DET
fuelectenerg-670	30	15	dmcs	dmcs	NOUN
fuelectenerg-670	30	16	.	.	PUNCT
fuelectenerg-670	31	1	fig	fig	NOUN
fuelectenerg-670	31	2	.	.	PUNCT
fuelectenerg-670	32	1	1	1	X
fuelectenerg-670	32	2	.	.	X
fuelectenerg-670	32	3	authentication	authentication	NOUN
fuelectenerg-670	32	4	process	process	NOUN
fuelectenerg-670	32	5	based	base	VERB
fuelectenerg-670	32	6	on	on	ADP
fuelectenerg-670	32	7	iris	iris	NOUN
fuelectenerg-670	32	8	pattern	pattern	NOUN
fuelectenerg-670	32	9	current	current	ADJ
fuelectenerg-670	32	10	biometric	biometric	ADJ
fuelectenerg-670	32	11	researches	research	NOUN
fuelectenerg-670	32	12	in	in	ADP
fuelectenerg-670	32	13	the	the	DET
fuelectenerg-670	32	14	dmcs	dmcs	NOUN
fuelectenerg-670	32	15	focus	focus	NOUN
fuelectenerg-670	32	16	on	on	ADP
fuelectenerg-670	32	17	multimodal	multimodal	NOUN
fuelectenerg-670	32	18	solutions	solution	NOUN
fuelectenerg-670	32	19	,	,	PUNCT
fuelectenerg-670	32	20	where	where	SCONJ
fuelectenerg-670	32	21	data	datum	NOUN
fuelectenerg-670	32	22	coming	come	VERB
fuelectenerg-670	32	23	from	from	ADP
fuelectenerg-670	32	24	more	more	ADJ
fuelectenerg-670	32	25	than	than	ADP
fuelectenerg-670	32	26	one	one	NUM
fuelectenerg-670	32	27	biometric	biometric	ADJ
fuelectenerg-670	32	28	feature	feature	NOUN
fuelectenerg-670	32	29	are	be	AUX
fuelectenerg-670	32	30	fused	fuse	VERB
fuelectenerg-670	32	31	to	to	PART
fuelectenerg-670	32	32	enhance	enhance	VERB
fuelectenerg-670	32	33	system	system	NOUN
fuelectenerg-670	32	34	reliability	reliability	NOUN
fuelectenerg-670	32	35	.	.	PUNCT
fuelectenerg-670	33	1	the	the	DET
fuelectenerg-670	33	2	two	two	NUM
fuelectenerg-670	33	3	projects	project	NOUN
fuelectenerg-670	33	4	on	on	ADP
fuelectenerg-670	33	5	multimodal	multimodal	NOUN
fuelectenerg-670	33	6	biometrics	biometric	NOUN
fuelectenerg-670	33	7	are	be	AUX
fuelectenerg-670	33	8	currently	currently	ADV
fuelectenerg-670	33	9	ongoing	ongoing	ADJ
fuelectenerg-670	33	10	.	.	PUNCT
fuelectenerg-670	34	1	they	they	PRON
fuelectenerg-670	34	2	are	be	AUX
fuelectenerg-670	34	3	entitled	entitle	VERB
fuelectenerg-670	34	4	“	"	PUNCT
fuelectenerg-670	34	5	multimodal	multimodal	ADJ
fuelectenerg-670	34	6	biometric	biometric	ADJ
fuelectenerg-670	34	7	system	system	NOUN
fuelectenerg-670	34	8	for	for	ADP
fuelectenerg-670	34	9	contactless	contactless	ADJ
fuelectenerg-670	34	10	person	person	NOUN
fuelectenerg-670	34	11	identification	identification	NOUN
fuelectenerg-670	34	12	”	"	PUNCT
fuelectenerg-670	34	13	and	and	CCONJ
fuelectenerg-670	34	14	“	"	PUNCT
fuelectenerg-670	34	15	non	non	ADJ
fuelectenerg-670	34	16	-	-	ADJ
fuelectenerg-670	34	17	cooperative	cooperative	ADJ
fuelectenerg-670	34	18	biometric	biometric	ADJ
fuelectenerg-670	34	19	system	system	NOUN
fuelectenerg-670	34	20	for	for	ADP
fuelectenerg-670	34	21	positive	positive	ADJ
fuelectenerg-670	34	22	authentication	authentication	NOUN
fuelectenerg-670	34	23	”	"	PUNCT
fuelectenerg-670	34	24	.	.	PUNCT
fuelectenerg-670	35	1	the	the	DET
fuelectenerg-670	35	2	first	first	ADJ
fuelectenerg-670	35	3	one	one	NUM
fuelectenerg-670	35	4	concentrates	concentrate	VERB
fuelectenerg-670	35	5	on	on	ADP
fuelectenerg-670	35	6	cooperative	cooperative	ADJ
fuelectenerg-670	35	7	scenarios	scenario	NOUN
fuelectenerg-670	35	8	,	,	PUNCT
fuelectenerg-670	35	9	image	image	NOUN
fuelectenerg-670	35	10	and	and	CCONJ
fuelectenerg-670	35	11	video	video	NOUN
fuelectenerg-670	35	12	processing	processing	NOUN
fuelectenerg-670	35	13	with	with	ADP
fuelectenerg-670	35	14	fpga	fpga	PROPN
fuelectenerg-670	35	15	support	support	NOUN
fuelectenerg-670	35	16	used	use	VERB
fuelectenerg-670	35	17	for	for	ADP
fuelectenerg-670	35	18	biometric	biometric	ADJ
fuelectenerg-670	35	19	as	as	ADV
fuelectenerg-670	35	20	well	well	ADV
fuelectenerg-670	35	21	as	as	ADP
fuelectenerg-670	35	22	other	other	ADJ
fuelectenerg-670	35	23	applications	application	NOUN
fuelectenerg-670	35	24	167	167	NUM
fuelectenerg-670	35	25	while	while	SCONJ
fuelectenerg-670	35	26	the	the	DET
fuelectenerg-670	35	27	second	second	ADJ
fuelectenerg-670	35	28	one	one	NOUN
fuelectenerg-670	35	29	focuses	focus	VERB
fuelectenerg-670	35	30	on	on	ADP
fuelectenerg-670	35	31	non	non	ADJ
fuelectenerg-670	35	32	-	-	ADJ
fuelectenerg-670	35	33	cooperative	cooperative	ADJ
fuelectenerg-670	35	34	scenarios	scenario	NOUN
fuelectenerg-670	35	35	.	.	PUNCT
fuelectenerg-670	36	1	the	the	DET
fuelectenerg-670	36	2	list	list	NOUN
fuelectenerg-670	36	3	of	of	ADP
fuelectenerg-670	36	4	all	all	DET
fuelectenerg-670	36	5	projects	project	NOUN
fuelectenerg-670	36	6	on	on	ADP
fuelectenerg-670	36	7	biometrics	biometric	NOUN
fuelectenerg-670	36	8	in	in	ADP
fuelectenerg-670	36	9	dmcs	dmcs	NOUN
fuelectenerg-670	36	10	(	(	PUNCT
fuelectenerg-670	36	11	completed	complete	VERB
fuelectenerg-670	36	12	and	and	CCONJ
fuelectenerg-670	36	13	ongoing	ongoing	ADJ
fuelectenerg-670	36	14	)	)	PUNCT
fuelectenerg-670	36	15	is	be	AUX
fuelectenerg-670	36	16	presented	present	VERB
fuelectenerg-670	36	17	in	in	ADP
fuelectenerg-670	36	18	table	table	NOUN
fuelectenerg-670	36	19	1	1	NUM
fuelectenerg-670	36	20	,	,	PUNCT
fuelectenerg-670	36	21	while	while	SCONJ
fuelectenerg-670	36	22	the	the	DET
fuelectenerg-670	36	23	details	detail	NOUN
fuelectenerg-670	36	24	are	be	AUX
fuelectenerg-670	36	25	given	give	VERB
fuelectenerg-670	36	26	in	in	ADP
fuelectenerg-670	36	27	the	the	DET
fuelectenerg-670	36	28	next	next	ADJ
fuelectenerg-670	36	29	sections	section	NOUN
fuelectenerg-670	36	30	.	.	PUNCT
fuelectenerg-670	37	1	table	table	NOUN
fuelectenerg-670	37	2	1	1	NUM
fuelectenerg-670	37	3	biometric	biometric	ADJ
fuelectenerg-670	37	4	projects	project	NOUN
fuelectenerg-670	37	5	in	in	ADP
fuelectenerg-670	37	6	dmcs	dmcs	NOUN
fuelectenerg-670	37	7	title	title	NOUN
fuelectenerg-670	37	8	acronym	acronym	NOUN
fuelectenerg-670	37	9	signature	signature	NOUN
fuelectenerg-670	37	10	time	time	NOUN
fuelectenerg-670	37	11	frame	frame	NOUN
fuelectenerg-670	37	12	status	status	NOUN
fuelectenerg-670	37	13	persons	person	NOUN
fuelectenerg-670	37	14	recognition	recognition	NOUN
fuelectenerg-670	37	15	and	and	CCONJ
fuelectenerg-670	37	16	identification	identification	NOUN
fuelectenerg-670	37	17	based	base	VERB
fuelectenerg-670	37	18	on	on	ADP
fuelectenerg-670	37	19	eye	eye	NOUN
fuelectenerg-670	37	20	biometric	biometric	ADJ
fuelectenerg-670	37	21	parameters	parameter	NOUN
fuelectenerg-670	37	22	iris	iris	NOUN
fuelectenerg-670	37	23	station	station	NOUN
fuelectenerg-670	37	24	1374	1374	NUM
fuelectenerg-670	37	25	/	/	SYM
fuelectenerg-670	37	26	t11/2004/27	t11/2004/27	PROPN
fuelectenerg-670	37	27	17.11.2004	17.11.2004	NUM
fuelectenerg-670	37	28	16.05.2007	16.05.2007	NUM
fuelectenerg-670	37	29	completed	complete	VERB
fuelectenerg-670	37	30	hardware	hardware	NOUN
fuelectenerg-670	37	31	acceleration	acceleration	NOUN
fuelectenerg-670	37	32	of	of	ADP
fuelectenerg-670	37	33	computations	computation	NOUN
fuelectenerg-670	37	34	for	for	ADP
fuelectenerg-670	37	35	biometric	biometric	ADJ
fuelectenerg-670	37	36	applications	application	NOUN
fuelectenerg-670	37	37	biosys	biosys	NOUN
fuelectenerg-670	37	38	k25	k25	PROPN
fuelectenerg-670	37	39	/	/	SYM
fuelectenerg-670	37	40	b.w.2/2009	b.w.2/2009	PROPN
fuelectenerg-670	37	41	1.01.2009	1.01.2009	NUM
fuelectenerg-670	37	42	31.12.2009	31.12.2009	NUM
fuelectenerg-670	37	43	completed	complete	VERB
fuelectenerg-670	37	44	iris	iris	NOUN
fuelectenerg-670	37	45	positive	positive	ADJ
fuelectenerg-670	37	46	authentication	authentication	NOUN
fuelectenerg-670	37	47	system	system	NOUN
fuelectenerg-670	37	48	ipass	ipass	PROPN
fuelectenerg-670	37	49	k-25/2011	k-25/2011	NOUN
fuelectenerg-670	37	50	/	/	SYM
fuelectenerg-670	37	51	bw/3	bw/3	NOUN
fuelectenerg-670	37	52	1.11.2011	1.11.2011	NUM
fuelectenerg-670	37	53	05.2013	05.2013	NUM
fuelectenerg-670	37	54	completed	complete	VERB
fuelectenerg-670	37	55	multimodal	multimodal	ADJ
fuelectenerg-670	37	56	biometric	biometric	ADJ
fuelectenerg-670	37	57	system	system	NOUN
fuelectenerg-670	37	58	for	for	ADP
fuelectenerg-670	37	59	contactless	contactless	NOUN
fuelectenerg-670	37	60	persons	person	NOUN
fuelectenerg-670	37	61	identification	identification	NOUN
fuelectenerg-670	37	62	mbs	mb	VERB
fuelectenerg-670	37	63	2011/01	2011/01	NUM
fuelectenerg-670	37	64	/	/	SYM
fuelectenerg-670	37	65	d	d	PROPN
fuelectenerg-670	37	66	/	/	SYM
fuelectenerg-670	37	67	st6/06269	st6/06269	PROPN
fuelectenerg-670	37	68	08.12.2011	08.12.2011	X
fuelectenerg-670	37	69	07.12.2014	07.12.2014	NUM
fuelectenerg-670	37	70	in	in	ADP
fuelectenerg-670	37	71	progress	progress	NOUN
fuelectenerg-670	37	72	non	non	ADJ
fuelectenerg-670	37	73	-	-	ADJ
fuelectenerg-670	37	74	cooperative	cooperative	ADJ
fuelectenerg-670	37	75	biometric	biometric	ADJ
fuelectenerg-670	37	76	system	system	NOUN
fuelectenerg-670	37	77	for	for	ADP
fuelectenerg-670	37	78	positive	positive	ADJ
fuelectenerg-670	37	79	authentication	authentication	NOUN
fuelectenerg-670	37	80	compact	compact	ADJ
fuelectenerg-670	37	81	lider/027/591	lider/027/591	X
fuelectenerg-670	37	82	/	/	SYM
fuelectenerg-670	37	83	l4/12	l4/12	PROPN
fuelectenerg-670	37	84	/	/	SYM
fuelectenerg-670	37	85	ncbr/2013	ncbr/2013	PROPN
fuelectenerg-670	37	86	01.11.2013	01.11.2013	X
fuelectenerg-670	37	87	10.2016	10.2016	NUM
fuelectenerg-670	37	88	in	in	ADP
fuelectenerg-670	37	89	progress	progress	NOUN
fuelectenerg-670	37	90	1.3	1.3	NUM
fuelectenerg-670	37	91	.	.	PUNCT
fuelectenerg-670	38	1	iris	iris	NOUN
fuelectenerg-670	38	2	station	station	NOUN
fuelectenerg-670	38	3	project	project	VERB
fuelectenerg-670	38	4	the	the	DET
fuelectenerg-670	38	5	result	result	NOUN
fuelectenerg-670	38	6	of	of	ADP
fuelectenerg-670	38	7	this	this	DET
fuelectenerg-670	38	8	completed	complete	VERB
fuelectenerg-670	38	9	project	project	NOUN
fuelectenerg-670	38	10	is	be	AUX
fuelectenerg-670	38	11	iris	iris	NOUN
fuelectenerg-670	38	12	station	station	NOUN
fuelectenerg-670	38	13	laboratory	laboratory	NOUN
fuelectenerg-670	38	14	stand	stand	VERB
fuelectenerg-670	38	15	developed	develop	VERB
fuelectenerg-670	38	16	in	in	ADP
fuelectenerg-670	38	17	the	the	DET
fuelectenerg-670	38	18	dmcs	dmcs	NOUN
fuelectenerg-670	38	19	biometric	biometric	ADJ
fuelectenerg-670	38	20	laboratory	laboratory	NOUN
fuelectenerg-670	38	21	(	(	PUNCT
fuelectenerg-670	38	22	see	see	VERB
fuelectenerg-670	38	23	fig	fig	NOUN
fuelectenerg-670	38	24	.	.	PUNCT
fuelectenerg-670	39	1	2	2	NUM
fuelectenerg-670	39	2	)	)	PUNCT
fuelectenerg-670	39	3	.	.	PUNCT
fuelectenerg-670	40	1	it	it	PRON
fuelectenerg-670	40	2	is	be	AUX
fuelectenerg-670	40	3	a	a	DET
fuelectenerg-670	40	4	high	high	ADJ
fuelectenerg-670	40	5	resolution	resolution	NOUN
fuelectenerg-670	40	6	iris	iris	NOUN
fuelectenerg-670	40	7	image	image	NOUN
fuelectenerg-670	40	8	acquisition	acquisition	NOUN
fuelectenerg-670	40	9	system	system	NOUN
fuelectenerg-670	40	10	dedicated	dedicate	VERB
fuelectenerg-670	40	11	for	for	ADP
fuelectenerg-670	40	12	biometric	biometric	ADJ
fuelectenerg-670	40	13	applications	application	NOUN
fuelectenerg-670	40	14	.	.	PUNCT
fuelectenerg-670	41	1	this	this	DET
fuelectenerg-670	41	2	prototype	prototype	NOUN
fuelectenerg-670	41	3	system	system	NOUN
fuelectenerg-670	41	4	allows	allow	VERB
fuelectenerg-670	41	5	real	real	ADJ
fuelectenerg-670	41	6	-	-	PUNCT
fuelectenerg-670	41	7	time	time	NOUN
fuelectenerg-670	41	8	eye	eye	NOUN
fuelectenerg-670	41	9	tracking	tracking	NOUN
fuelectenerg-670	41	10	and	and	CCONJ
fuelectenerg-670	41	11	registration	registration	NOUN
fuelectenerg-670	41	12	/	/	SYM
fuelectenerg-670	41	13	identification	identification	NOUN
fuelectenerg-670	41	14	of	of	ADP
fuelectenerg-670	41	15	the	the	DET
fuelectenerg-670	41	16	observed	observed	ADJ
fuelectenerg-670	41	17	person	person	NOUN
fuelectenerg-670	41	18	.	.	PUNCT
fuelectenerg-670	42	1	fig	fig	NOUN
fuelectenerg-670	42	2	.	.	PUNCT
fuelectenerg-670	43	1	2	2	NUM
fuelectenerg-670	43	2	iris	iris	NOUN
fuelectenerg-670	43	3	station	station	NOUN
fuelectenerg-670	43	4	laboratory	laboratory	NOUN
fuelectenerg-670	43	5	stand	stand	VERB
fuelectenerg-670	43	6	in	in	ADP
fuelectenerg-670	43	7	the	the	DET
fuelectenerg-670	43	8	presented	present	VERB
fuelectenerg-670	43	9	solution	solution	NOUN
fuelectenerg-670	43	10	the	the	DET
fuelectenerg-670	43	11	dedicated	dedicated	ADJ
fuelectenerg-670	43	12	system	system	NOUN
fuelectenerg-670	43	13	is	be	AUX
fuelectenerg-670	43	14	applied	apply	VERB
fuelectenerg-670	43	15	,	,	PUNCT
fuelectenerg-670	43	16	where	where	SCONJ
fuelectenerg-670	43	17	image	image	NOUN
fuelectenerg-670	43	18	acquisition	acquisition	NOUN
fuelectenerg-670	43	19	is	be	AUX
fuelectenerg-670	43	20	performed	perform	VERB
fuelectenerg-670	43	21	by	by	ADP
fuelectenerg-670	43	22	digital	digital	ADJ
fuelectenerg-670	43	23	camera	camera	NOUN
fuelectenerg-670	43	24	controlled	control	VERB
fuelectenerg-670	43	25	and	and	CCONJ
fuelectenerg-670	43	26	positioned	position	VERB
fuelectenerg-670	43	27	by	by	ADP
fuelectenerg-670	43	28	personal	personal	ADJ
fuelectenerg-670	43	29	computer	computer	NOUN
fuelectenerg-670	43	30	in	in	ADP
fuelectenerg-670	43	31	the	the	DET
fuelectenerg-670	43	32	realtime	realtime	NOUN
fuelectenerg-670	43	33	.	.	PUNCT
fuelectenerg-670	44	1	moreover	moreover	ADV
fuelectenerg-670	44	2	,	,	PUNCT
fuelectenerg-670	44	3	the	the	DET
fuelectenerg-670	44	4	system	system	NOUN
fuelectenerg-670	44	5	includes	include	VERB
fuelectenerg-670	44	6	specialized	specialized	ADJ
fuelectenerg-670	44	7	lighting	lighting	NOUN
fuelectenerg-670	44	8	system	system	NOUN
fuelectenerg-670	44	9	,	,	PUNCT
fuelectenerg-670	44	10	precise	precise	ADJ
fuelectenerg-670	44	11	positioning	positioning	NOUN
fuelectenerg-670	44	12	system	system	NOUN
fuelectenerg-670	44	13	of	of	ADP
fuelectenerg-670	44	14	the	the	DET
fuelectenerg-670	44	15	camera	camera	NOUN
fuelectenerg-670	44	16	with	with	ADP
fuelectenerg-670	44	17	lens	lens	NOUN
fuelectenerg-670	44	18	and	and	CCONJ
fuelectenerg-670	44	19	lighting	lighting	NOUN
fuelectenerg-670	44	20	,	,	PUNCT
fuelectenerg-670	44	21	optical	optical	ADJ
fuelectenerg-670	44	22	path	path	NOUN
fuelectenerg-670	44	23	with	with	ADP
fuelectenerg-670	44	24	image	image	NOUN
fuelectenerg-670	44	25	acquisition	acquisition	NOUN
fuelectenerg-670	44	26	system	system	NOUN
fuelectenerg-670	44	27	.	.	PUNCT
fuelectenerg-670	45	1	to	to	PART
fuelectenerg-670	45	2	minimize	minimize	VERB
fuelectenerg-670	45	3	the	the	DET
fuelectenerg-670	45	4	impact	impact	NOUN
fuelectenerg-670	45	5	of	of	ADP
fuelectenerg-670	45	6	accelerations	acceleration	NOUN
fuelectenerg-670	45	7	on	on	ADP
fuelectenerg-670	45	8	precise	precise	ADJ
fuelectenerg-670	45	9	shutter	shutter	NOUN
fuelectenerg-670	45	10	mechanism	mechanism	NOUN
fuelectenerg-670	45	11	of	of	ADP
fuelectenerg-670	45	12	camera	camera	NOUN
fuelectenerg-670	45	13	and	and	CCONJ
fuelectenerg-670	45	14	photo	photo	NOUN
fuelectenerg-670	45	15	cameras	camera	NOUN
fuelectenerg-670	45	16	there	there	PRON
fuelectenerg-670	45	17	was	be	VERB
fuelectenerg-670	45	18	applied	apply	VERB
fuelectenerg-670	45	19	a	a	DET
fuelectenerg-670	45	20	variable	variable	ADJ
fuelectenerg-670	45	21	frequency	frequency	NOUN
fuelectenerg-670	45	22	control	control	NOUN
fuelectenerg-670	45	23	of	of	ADP
fuelectenerg-670	45	24	step	step	NOUN
fuelectenerg-670	45	25	motors	motor	NOUN
fuelectenerg-670	45	26	with	with	ADP
fuelectenerg-670	45	27	the	the	DET
fuelectenerg-670	45	28	168	168	NUM
fuelectenerg-670	45	29	a.	a.	NOUN
fuelectenerg-670	45	30	napieralski	napieralski	PROPN
fuelectenerg-670	45	31	et	et	PROPN
fuelectenerg-670	45	32	al	al	PROPN
fuelectenerg-670	45	33	.	.	PROPN
fuelectenerg-670	45	34	ability	ability	NOUN
fuelectenerg-670	45	35	to	to	PART
fuelectenerg-670	45	36	independently	independently	ADV
fuelectenerg-670	45	37	control	control	VERB
fuelectenerg-670	45	38	motors	motor	NOUN
fuelectenerg-670	45	39	’	'	PUNCT
fuelectenerg-670	45	40	movement	movement	NOUN
fuelectenerg-670	45	41	while	while	SCONJ
fuelectenerg-670	45	42	tracking	track	VERB
fuelectenerg-670	45	43	the	the	DET
fuelectenerg-670	45	44	observed	observed	ADJ
fuelectenerg-670	45	45	object	object	NOUN
fuelectenerg-670	45	46	.	.	PUNCT
fuelectenerg-670	46	1	a	a	DET
fuelectenerg-670	46	2	multi	multi	ADJ
fuelectenerg-670	46	3	-	-	ADJ
fuelectenerg-670	46	4	channel	channel	ADJ
fuelectenerg-670	46	5	control	control	NOUN
fuelectenerg-670	46	6	of	of	ADP
fuelectenerg-670	46	7	lighting	lighting	NOUN
fuelectenerg-670	46	8	block	block	NOUN
fuelectenerg-670	46	9	allows	allow	VERB
fuelectenerg-670	46	10	a	a	DET
fuelectenerg-670	46	11	variety	variety	NOUN
fuelectenerg-670	46	12	of	of	ADP
fuelectenerg-670	46	13	lighting	lighting	NOUN
fuelectenerg-670	46	14	conditions	condition	NOUN
fuelectenerg-670	46	15	,	,	PUNCT
fuelectenerg-670	46	16	including	include	VERB
fuelectenerg-670	46	17	the	the	DET
fuelectenerg-670	46	18	ability	ability	NOUN
fuelectenerg-670	46	19	to	to	PART
fuelectenerg-670	46	20	acquire	acquire	VERB
fuelectenerg-670	46	21	iris	iris	NOUN
fuelectenerg-670	46	22	images	image	NOUN
fuelectenerg-670	46	23	with	with	ADP
fuelectenerg-670	46	24	different	different	ADJ
fuelectenerg-670	46	25	lighting	lighting	NOUN
fuelectenerg-670	46	26	conditions	condition	NOUN
fuelectenerg-670	46	27	during	during	ADP
fuelectenerg-670	46	28	a	a	DET
fuelectenerg-670	46	29	single	single	ADJ
fuelectenerg-670	46	30	session	session	NOUN
fuelectenerg-670	46	31	.	.	PUNCT
fuelectenerg-670	47	1	the	the	DET
fuelectenerg-670	47	2	system	system	NOUN
fuelectenerg-670	47	3	contains	contain	VERB
fuelectenerg-670	47	4	a	a	DET
fuelectenerg-670	47	5	dedicated	dedicated	ADJ
fuelectenerg-670	47	6	support	support	NOUN
fuelectenerg-670	47	7	allowing	allow	VERB
fuelectenerg-670	47	8	proper	proper	ADJ
fuelectenerg-670	47	9	and	and	CCONJ
fuelectenerg-670	47	10	comfortable	comfortable	ADJ
fuelectenerg-670	47	11	head	head	NOUN
fuelectenerg-670	47	12	placing	place	VERB
fuelectenerg-670	47	13	towards	towards	ADP
fuelectenerg-670	47	14	the	the	DET
fuelectenerg-670	47	15	acquisition	acquisition	NOUN
fuelectenerg-670	47	16	system	system	NOUN
fuelectenerg-670	47	17	.	.	PUNCT
fuelectenerg-670	48	1	the	the	DET
fuelectenerg-670	48	2	system	system	NOUN
fuelectenerg-670	48	3	’s	’s	PART
fuelectenerg-670	48	4	operation	operation	NOUN
fuelectenerg-670	48	5	may	may	AUX
fuelectenerg-670	48	6	be	be	AUX
fuelectenerg-670	48	7	summarized	summarize	VERB
fuelectenerg-670	48	8	in	in	ADP
fuelectenerg-670	48	9	the	the	DET
fuelectenerg-670	48	10	following	follow	VERB
fuelectenerg-670	48	11	steps	step	NOUN
fuelectenerg-670	48	12	:	:	PUNCT
fuelectenerg-670	48	13	a	a	X
fuelectenerg-670	48	14	)	)	PUNCT
fuelectenerg-670	48	15	software	software	NOUN
fuelectenerg-670	48	16	installed	instal	VERB
fuelectenerg-670	48	17	on	on	ADP
fuelectenerg-670	48	18	the	the	DET
fuelectenerg-670	48	19	working	work	VERB
fuelectenerg-670	48	20	station	station	NOUN
fuelectenerg-670	48	21	acquires	acquire	VERB
fuelectenerg-670	48	22	an	an	DET
fuelectenerg-670	48	23	image	image	NOUN
fuelectenerg-670	48	24	from	from	ADP
fuelectenerg-670	48	25	the	the	DET
fuelectenerg-670	48	26	camera	camera	NOUN
fuelectenerg-670	48	27	;	;	PUNCT
fuelectenerg-670	48	28	b	b	X
fuelectenerg-670	48	29	)	)	PUNCT
fuelectenerg-670	48	30	it	it	PRON
fuelectenerg-670	48	31	localizes	localize	VERB
fuelectenerg-670	48	32	the	the	DET
fuelectenerg-670	48	33	iris	iris	NOUN
fuelectenerg-670	48	34	in	in	ADP
fuelectenerg-670	48	35	the	the	DET
fuelectenerg-670	48	36	image	image	NOUN
fuelectenerg-670	48	37	and	and	CCONJ
fuelectenerg-670	48	38	verifies	verifie	NOUN
fuelectenerg-670	48	39	if	if	SCONJ
fuelectenerg-670	48	40	the	the	DET
fuelectenerg-670	48	41	iris	iris	NOUN
fuelectenerg-670	48	42	region	region	NOUN
fuelectenerg-670	48	43	is	be	AUX
fuelectenerg-670	48	44	focused	focused	ADJ
fuelectenerg-670	48	45	;	;	PUNCT
fuelectenerg-670	48	46	c	c	X
fuelectenerg-670	48	47	)	)	PUNCT
fuelectenerg-670	48	48	the	the	DET
fuelectenerg-670	48	49	focus	focus	NOUN
fuelectenerg-670	48	50	is	be	AUX
fuelectenerg-670	48	51	corrected	correct	VERB
fuelectenerg-670	48	52	if	if	SCONJ
fuelectenerg-670	48	53	necessary	necessary	ADJ
fuelectenerg-670	48	54	;	;	PUNCT
fuelectenerg-670	48	55	d	d	X
fuelectenerg-670	48	56	)	)	PUNCT
fuelectenerg-670	48	57	the	the	DET
fuelectenerg-670	48	58	acquired	acquire	VERB
fuelectenerg-670	48	59	high	high	ADJ
fuelectenerg-670	48	60	resolution	resolution	NOUN
fuelectenerg-670	48	61	iris	iris	NOUN
fuelectenerg-670	48	62	image	image	NOUN
fuelectenerg-670	48	63	is	be	AUX
fuelectenerg-670	48	64	further	far	ADV
fuelectenerg-670	48	65	processed	process	VERB
fuelectenerg-670	48	66	to	to	PART
fuelectenerg-670	48	67	recognize	recognize	VERB
fuelectenerg-670	48	68	the	the	DET
fuelectenerg-670	48	69	person	person	NOUN
fuelectenerg-670	48	70	’s	’s	PART
fuelectenerg-670	48	71	identity	identity	NOUN
fuelectenerg-670	48	72	.	.	PUNCT
fuelectenerg-670	49	1	experimental	experimental	ADJ
fuelectenerg-670	49	2	results	result	NOUN
fuelectenerg-670	49	3	obtained	obtain	VERB
fuelectenerg-670	49	4	in	in	ADP
fuelectenerg-670	49	5	the	the	DET
fuelectenerg-670	49	6	project	project	NOUN
fuelectenerg-670	49	7	are	be	AUX
fuelectenerg-670	49	8	presented	present	VERB
fuelectenerg-670	49	9	in	in	ADP
fuelectenerg-670	49	10	[	[	PUNCT
fuelectenerg-670	49	11	3	3	NUM
fuelectenerg-670	49	12	-	-	SYM
fuelectenerg-670	49	13	5	5	NUM
fuelectenerg-670	49	14	,	,	PUNCT
fuelectenerg-670	49	15	9	9	NUM
fuelectenerg-670	49	16	-	-	SYM
fuelectenerg-670	49	17	11	11	NUM
fuelectenerg-670	49	18	]	]	PUNCT
fuelectenerg-670	49	19	.	.	PUNCT
fuelectenerg-670	50	1	1.4	1.4	NUM
fuelectenerg-670	50	2	.	.	PUNCT
fuelectenerg-670	50	3	biosys	biosy	NOUN
fuelectenerg-670	50	4	project	project	VERB
fuelectenerg-670	50	5	a	a	DET
fuelectenerg-670	50	6	biometric	biometric	ADJ
fuelectenerg-670	50	7	security	security	NOUN
fuelectenerg-670	50	8	system	system	NOUN
fuelectenerg-670	50	9	needs	need	VERB
fuelectenerg-670	50	10	to	to	PART
fuelectenerg-670	50	11	process	process	VERB
fuelectenerg-670	50	12	computationally	computationally	ADV
fuelectenerg-670	50	13	intensive	intensive	ADJ
fuelectenerg-670	50	14	tasks	task	NOUN
fuelectenerg-670	50	15	of	of	ADP
fuelectenerg-670	50	16	authentication	authentication	NOUN
fuelectenerg-670	50	17	flow	flow	NOUN
fuelectenerg-670	50	18	,	,	PUNCT
fuelectenerg-670	50	19	such	such	ADJ
fuelectenerg-670	50	20	as	as	ADP
fuelectenerg-670	50	21	quality	quality	NOUN
fuelectenerg-670	50	22	assessment	assessment	NOUN
fuelectenerg-670	50	23	,	,	PUNCT
fuelectenerg-670	50	24	segmentation	segmentation	NOUN
fuelectenerg-670	50	25	and	and	CCONJ
fuelectenerg-670	50	26	analysis	analysis	NOUN
fuelectenerg-670	50	27	,	,	PUNCT
fuelectenerg-670	50	28	protocols	protocol	NOUN
fuelectenerg-670	50	29	,	,	PUNCT
fuelectenerg-670	50	30	and	and	CCONJ
fuelectenerg-670	50	31	database	database	NOUN
fuelectenerg-670	50	32	scanning	scanning	NOUN
fuelectenerg-670	50	33	.	.	PUNCT
fuelectenerg-670	51	1	this	this	DET
fuelectenerg-670	51	2	flow	flow	NOUN
fuelectenerg-670	51	3	contains	contain	VERB
fuelectenerg-670	51	4	two	two	NUM
fuelectenerg-670	51	5	broad	broad	ADJ
fuelectenerg-670	51	6	areas	area	NOUN
fuelectenerg-670	51	7	of	of	ADP
fuelectenerg-670	51	8	computing	computing	NOUN
fuelectenerg-670	51	9	:	:	PUNCT
fuelectenerg-670	51	10	mathematical	mathematical	ADJ
fuelectenerg-670	51	11	calculations	calculation	NOUN
fuelectenerg-670	51	12	(	(	PUNCT
fuelectenerg-670	51	13	typical	typical	ADJ
fuelectenerg-670	51	14	for	for	ADP
fuelectenerg-670	51	15	dsp	dsp	NOUN
fuelectenerg-670	51	16	systems	system	NOUN
fuelectenerg-670	51	17	)	)	PUNCT
fuelectenerg-670	51	18	and	and	CCONJ
fuelectenerg-670	51	19	data	datum	NOUN
fuelectenerg-670	51	20	manipulation	manipulation	NOUN
fuelectenerg-670	51	21	and	and	CCONJ
fuelectenerg-670	51	22	testing	testing	NOUN
fuelectenerg-670	51	23	(	(	PUNCT
fuelectenerg-670	51	24	typical	typical	ADJ
fuelectenerg-670	51	25	for	for	ADP
fuelectenerg-670	51	26	standard	standard	ADJ
fuelectenerg-670	51	27	processor	processor	NOUN
fuelectenerg-670	51	28	architectures	architecture	NOUN
fuelectenerg-670	51	29	)	)	PUNCT
fuelectenerg-670	51	30	.	.	PUNCT
fuelectenerg-670	52	1	even	even	ADV
fuelectenerg-670	52	2	though	though	SCONJ
fuelectenerg-670	52	3	such	such	ADJ
fuelectenerg-670	52	4	systems	system	NOUN
fuelectenerg-670	52	5	require	require	VERB
fuelectenerg-670	52	6	a	a	DET
fuelectenerg-670	52	7	fair	fair	ADJ
fuelectenerg-670	52	8	amount	amount	NOUN
fuelectenerg-670	52	9	of	of	ADP
fuelectenerg-670	52	10	signal	signal	NOUN
fuelectenerg-670	52	11	processing	processing	NOUN
fuelectenerg-670	52	12	,	,	PUNCT
fuelectenerg-670	52	13	typical	typical	ADJ
fuelectenerg-670	52	14	personal	personal	ADJ
fuelectenerg-670	52	15	computers	computer	NOUN
fuelectenerg-670	52	16	(	(	PUNCT
fuelectenerg-670	52	17	pcs	pc	NOUN
fuelectenerg-670	52	18	)	)	PUNCT
fuelectenerg-670	52	19	are	be	AUX
fuelectenerg-670	52	20	still	still	ADV
fuelectenerg-670	52	21	widely	widely	ADV
fuelectenerg-670	52	22	used	use	VERB
fuelectenerg-670	52	23	for	for	ADP
fuelectenerg-670	52	24	this	this	DET
fuelectenerg-670	52	25	purpose	purpose	NOUN
fuelectenerg-670	52	26	with	with	ADP
fuelectenerg-670	52	27	software	software	NOUN
fuelectenerg-670	52	28	that	that	PRON
fuelectenerg-670	52	29	is	be	AUX
fuelectenerg-670	52	30	responsible	responsible	ADJ
fuelectenerg-670	52	31	for	for	ADP
fuelectenerg-670	52	32	data	data	NOUN
fuelectenerg-670	52	33	processing	processing	NOUN
fuelectenerg-670	52	34	.	.	PUNCT
fuelectenerg-670	53	1	moreover	moreover	ADV
fuelectenerg-670	53	2	,	,	PUNCT
fuelectenerg-670	53	3	although	although	SCONJ
fuelectenerg-670	53	4	current	current	ADJ
fuelectenerg-670	53	5	commercially	commercially	ADV
fuelectenerg-670	53	6	available	available	ADJ
fuelectenerg-670	53	7	systems	system	NOUN
fuelectenerg-670	53	8	use	use	VERB
fuelectenerg-670	53	9	images	image	NOUN
fuelectenerg-670	53	10	that	that	PRON
fuelectenerg-670	53	11	originate	originate	VERB
fuelectenerg-670	53	12	from	from	ADP
fuelectenerg-670	53	13	relatively	relatively	ADV
fuelectenerg-670	53	14	simple	simple	ADJ
fuelectenerg-670	53	15	vision	vision	NOUN
fuelectenerg-670	53	16	systems	system	NOUN
fuelectenerg-670	53	17	,	,	PUNCT
fuelectenerg-670	53	18	these	these	DET
fuelectenerg-670	53	19	systems	system	NOUN
fuelectenerg-670	53	20	will	will	AUX
fuelectenerg-670	53	21	have	have	VERB
fuelectenerg-670	53	22	to	to	PART
fuelectenerg-670	53	23	handle	handle	VERB
fuelectenerg-670	53	24	more	more	ADJ
fuelectenerg-670	53	25	information	information	NOUN
fuelectenerg-670	53	26	and	and	CCONJ
fuelectenerg-670	53	27	increased	increase	VERB
fuelectenerg-670	53	28	processing	processing	NOUN
fuelectenerg-670	53	29	in	in	ADP
fuelectenerg-670	53	30	the	the	DET
fuelectenerg-670	53	31	near	near	ADJ
fuelectenerg-670	53	32	future	future	NOUN
fuelectenerg-670	53	33	because	because	SCONJ
fuelectenerg-670	53	34	recently	recently	ADV
fuelectenerg-670	53	35	a	a	DET
fuelectenerg-670	53	36	significant	significant	ADJ
fuelectenerg-670	53	37	effort	effort	NOUN
fuelectenerg-670	53	38	has	have	AUX
fuelectenerg-670	53	39	been	be	AUX
fuelectenerg-670	53	40	focused	focus	VERB
fuelectenerg-670	53	41	on	on	ADP
fuelectenerg-670	53	42	authenticating	authenticate	VERB
fuelectenerg-670	53	43	objects	object	NOUN
fuelectenerg-670	53	44	at	at	ADP
fuelectenerg-670	53	45	-	-	PUNCT
fuelectenerg-670	53	46	a	a	DET
fuelectenerg-670	53	47	-	-	PUNCT
fuelectenerg-670	53	48	distance	distance	NOUN
fuelectenerg-670	53	49	and	and	CCONJ
fuelectenerg-670	53	50	on	on	ADP
fuelectenerg-670	53	51	-	-	PUNCT
fuelectenerg-670	53	52	the	the	DET
fuelectenerg-670	53	53	-	-	PUNCT
fuelectenerg-670	53	54	move	move	NOUN
fuelectenerg-670	53	55	using	use	VERB
fuelectenerg-670	53	56	the	the	DET
fuelectenerg-670	53	57	iris	iris	NOUN
fuelectenerg-670	53	58	trait	trait	NOUN
fuelectenerg-670	53	59	.	.	PUNCT
fuelectenerg-670	54	1	fig	fig	NOUN
fuelectenerg-670	54	2	.	.	PUNCT
fuelectenerg-670	55	1	3	3	NUM
fuelectenerg-670	55	2	hardware	hardware	NOUN
fuelectenerg-670	55	3	implementation	implementation	NOUN
fuelectenerg-670	55	4	architecture	architecture	NOUN
fuelectenerg-670	55	5	of	of	ADP
fuelectenerg-670	55	6	biometric	biometric	ADJ
fuelectenerg-670	55	7	algorithms	algorithm	NOUN
fuelectenerg-670	55	8	the	the	DET
fuelectenerg-670	55	9	main	main	ADJ
fuelectenerg-670	55	10	motivation	motivation	NOUN
fuelectenerg-670	55	11	for	for	ADP
fuelectenerg-670	55	12	this	this	DET
fuelectenerg-670	55	13	work	work	NOUN
fuelectenerg-670	55	14	was	be	AUX
fuelectenerg-670	55	15	to	to	PART
fuelectenerg-670	55	16	develop	develop	VERB
fuelectenerg-670	55	17	a	a	DET
fuelectenerg-670	55	18	hardware	hardware	NOUN
fuelectenerg-670	55	19	system	system	NOUN
fuelectenerg-670	55	20	for	for	ADP
fuelectenerg-670	55	21	iris	iris	NOUN
fuelectenerg-670	55	22	identification	identification	NOUN
fuelectenerg-670	55	23	as	as	ADP
fuelectenerg-670	55	24	a	a	DET
fuelectenerg-670	55	25	positive	positive	ADJ
fuelectenerg-670	55	26	biometric	biometric	ADJ
fuelectenerg-670	55	27	system	system	NOUN
fuelectenerg-670	55	28	that	that	PRON
fuelectenerg-670	55	29	is	be	AUX
fuelectenerg-670	55	30	able	able	ADJ
fuelectenerg-670	55	31	to	to	PART
fuelectenerg-670	55	32	implement	implement	VERB
fuelectenerg-670	55	33	contextual	contextual	ADJ
fuelectenerg-670	55	34	and	and	CCONJ
fuelectenerg-670	55	35	non	non	ADJ
fuelectenerg-670	55	36	-	-	ADJ
fuelectenerg-670	55	37	contextual	contextual	ADJ
fuelectenerg-670	55	38	filtering	filtering	NOUN
fuelectenerg-670	55	39	,	,	PUNCT
fuelectenerg-670	55	40	image	image	NOUN
fuelectenerg-670	55	41	segmentation	segmentation	NOUN
fuelectenerg-670	55	42	,	,	PUNCT
fuelectenerg-670	55	43	pattern	pattern	NOUN
fuelectenerg-670	55	44	calculation	calculation	NOUN
fuelectenerg-670	55	45	,	,	PUNCT
fuelectenerg-670	55	46	and	and	CCONJ
fuelectenerg-670	55	47	testing	testing	NOUN
fuelectenerg-670	55	48	within	within	ADP
fuelectenerg-670	55	49	a	a	DET
fuelectenerg-670	55	50	template	template	NOUN
fuelectenerg-670	55	51	’s	’s	PART
fuelectenerg-670	55	52	repository	repository	NOUN
fuelectenerg-670	55	53	.	.	PUNCT
fuelectenerg-670	56	1	an	an	DET
fuelectenerg-670	56	2	additional	additional	ADJ
fuelectenerg-670	56	3	requirement	requirement	NOUN
fuelectenerg-670	56	4	for	for	ADP
fuelectenerg-670	56	5	the	the	DET
fuelectenerg-670	56	6	device	device	NOUN
fuelectenerg-670	56	7	was	be	AUX
fuelectenerg-670	56	8	to	to	PART
fuelectenerg-670	56	9	impose	impose	VERB
fuelectenerg-670	56	10	certain	certain	ADJ
fuelectenerg-670	56	11	processing	processing	NOUN
fuelectenerg-670	56	12	time	time	NOUN
fuelectenerg-670	56	13	limits	limit	NOUN
fuelectenerg-670	56	14	,	,	PUNCT
fuelectenerg-670	56	15	which	which	PRON
fuelectenerg-670	56	16	is	be	AUX
fuelectenerg-670	56	17	important	important	ADJ
fuelectenerg-670	56	18	in	in	ADP
fuelectenerg-670	56	19	high	high	ADJ
fuelectenerg-670	56	20	-	-	PUNCT
fuelectenerg-670	56	21	throughput	throughput	NOUN
fuelectenerg-670	56	22	biometric	biometric	ADJ
fuelectenerg-670	56	23	authentication	authentication	NOUN
fuelectenerg-670	56	24	or	or	CCONJ
fuelectenerg-670	56	25	when	when	SCONJ
fuelectenerg-670	56	26	preprocessing	preprocesse	VERB
fuelectenerg-670	56	27	.	.	PUNCT
fuelectenerg-670	57	1	biometric	biometric	ADJ
fuelectenerg-670	57	2	sample	sample	NOUN
fuelectenerg-670	57	3	quality	quality	NOUN
fuelectenerg-670	57	4	assessment	assessment	NOUN
fuelectenerg-670	57	5	has	have	VERB
fuelectenerg-670	57	6	to	to	PART
fuelectenerg-670	57	7	be	be	AUX
fuelectenerg-670	57	8	conducted	conduct	VERB
fuelectenerg-670	57	9	using	use	VERB
fuelectenerg-670	57	10	a	a	DET
fuelectenerg-670	57	11	video	video	NOUN
fuelectenerg-670	57	12	signal	signal	NOUN
fuelectenerg-670	57	13	with	with	ADP
fuelectenerg-670	57	14	a	a	DET
fuelectenerg-670	57	15	certain	certain	ADJ
fuelectenerg-670	57	16	frame	frame	NOUN
fuelectenerg-670	57	17	rate	rate	NOUN
fuelectenerg-670	57	18	.	.	PUNCT
fuelectenerg-670	58	1	thus	thus	ADV
fuelectenerg-670	58	2	,	,	PUNCT
fuelectenerg-670	58	3	the	the	DET
fuelectenerg-670	58	4	described	describe	VERB
fuelectenerg-670	58	5	solution	solution	NOUN
fuelectenerg-670	58	6	introduces	introduce	VERB
fuelectenerg-670	58	7	a	a	DET
fuelectenerg-670	58	8	specialized	specialized	ADJ
fuelectenerg-670	58	9	hardware	hardware	NOUN
fuelectenerg-670	58	10	-	-	PUNCT
fuelectenerg-670	58	11	based	base	VERB
fuelectenerg-670	58	12	architecture	architecture	NOUN
fuelectenerg-670	58	13	(	(	PUNCT
fuelectenerg-670	58	14	see	see	VERB
fuelectenerg-670	58	15	fig	fig	NOUN
fuelectenerg-670	58	16	.	.	PUNCT
fuelectenerg-670	59	1	image	image	NOUN
fuelectenerg-670	59	2	and	and	CCONJ
fuelectenerg-670	59	3	video	video	NOUN
fuelectenerg-670	59	4	processing	processing	NOUN
fuelectenerg-670	59	5	with	with	ADP
fuelectenerg-670	59	6	fpga	fpga	PROPN
fuelectenerg-670	59	7	support	support	NOUN
fuelectenerg-670	59	8	used	use	VERB
fuelectenerg-670	59	9	for	for	ADP
fuelectenerg-670	59	10	biometric	biometric	ADJ
fuelectenerg-670	59	11	as	as	ADV
fuelectenerg-670	59	12	well	well	ADV
fuelectenerg-670	59	13	as	as	ADP
fuelectenerg-670	59	14	other	other	ADJ
fuelectenerg-670	59	15	applications	application	NOUN
fuelectenerg-670	59	16	169	169	NUM
fuelectenerg-670	59	17	3	3	NUM
fuelectenerg-670	59	18	)	)	PUNCT
fuelectenerg-670	59	19	that	that	PRON
fuelectenerg-670	59	20	can	can	AUX
fuelectenerg-670	59	21	take	take	VERB
fuelectenerg-670	59	22	advantage	advantage	NOUN
fuelectenerg-670	59	23	of	of	ADP
fuelectenerg-670	59	24	the	the	DET
fuelectenerg-670	59	25	inherent	inherent	ADJ
fuelectenerg-670	59	26	parallelism	parallelism	NOUN
fuelectenerg-670	59	27	of	of	ADP
fuelectenerg-670	59	28	fpgas	fpgas	NOUN
fuelectenerg-670	59	29	and	and	CCONJ
fuelectenerg-670	59	30	their	their	PRON
fuelectenerg-670	59	31	embedded	embed	VERB
fuelectenerg-670	59	32	processors	processor	NOUN
fuelectenerg-670	59	33	as	as	ADV
fuelectenerg-670	59	34	well	well	ADV
fuelectenerg-670	59	35	as	as	ADP
fuelectenerg-670	59	36	the	the	DET
fuelectenerg-670	59	37	contextual	contextual	ADJ
fuelectenerg-670	59	38	filtering	filtering	NOUN
fuelectenerg-670	59	39	of	of	ADP
fuelectenerg-670	59	40	dsps	dsp	NOUN
fuelectenerg-670	59	41	.	.	PUNCT
fuelectenerg-670	60	1	additionally	additionally	ADV
fuelectenerg-670	60	2	,	,	PUNCT
fuelectenerg-670	60	3	dsp	dsp	NOUN
fuelectenerg-670	60	4	reconfiguration	reconfiguration	NOUN
fuelectenerg-670	60	5	and	and	CCONJ
fuelectenerg-670	60	6	multicore	multicore	NOUN
fuelectenerg-670	60	7	processing	processing	NOUN
fuelectenerg-670	60	8	techniques	technique	NOUN
fuelectenerg-670	60	9	used	use	VERB
fuelectenerg-670	60	10	for	for	ADP
fuelectenerg-670	60	11	even	even	ADV
fuelectenerg-670	60	12	more	more	ADV
fuelectenerg-670	60	13	efficient	efficient	ADJ
fuelectenerg-670	60	14	data	datum	NOUN
fuelectenerg-670	60	15	processing	processing	NOUN
fuelectenerg-670	60	16	have	have	AUX
fuelectenerg-670	60	17	been	be	AUX
fuelectenerg-670	60	18	tested	test	VERB
fuelectenerg-670	60	19	[	[	PUNCT
fuelectenerg-670	60	20	6	6	NUM
fuelectenerg-670	60	21	]	]	PUNCT
fuelectenerg-670	60	22	.	.	PUNCT
fuelectenerg-670	61	1	the	the	DET
fuelectenerg-670	61	2	developed	develop	VERB
fuelectenerg-670	61	3	system	system	NOUN
fuelectenerg-670	61	4	,	,	PUNCT
fuelectenerg-670	61	5	called	call	VERB
fuelectenerg-670	61	6	bioserver	bioserver	ADV
fuelectenerg-670	61	7	,	,	PUNCT
fuelectenerg-670	61	8	is	be	AUX
fuelectenerg-670	61	9	presented	present	VERB
fuelectenerg-670	61	10	in	in	ADP
fuelectenerg-670	61	11	fig	fig	NOUN
fuelectenerg-670	61	12	.	.	PUNCT
fuelectenerg-670	62	1	4	4	X
fuelectenerg-670	62	2	.	.	X
fuelectenerg-670	62	3	fig	fig	NOUN
fuelectenerg-670	62	4	.	.	PUNCT
fuelectenerg-670	63	1	4	4	NUM
fuelectenerg-670	63	2	the	the	DET
fuelectenerg-670	63	3	bioserver	bioserver	ADJ
fuelectenerg-670	63	4	device	device	NOUN
fuelectenerg-670	63	5	1.5	1.5	NUM
fuelectenerg-670	63	6	.	.	PUNCT
fuelectenerg-670	64	1	ipass	ipass	PROPN
fuelectenerg-670	64	2	project	project	NOUN
fuelectenerg-670	64	3	the	the	DET
fuelectenerg-670	64	4	main	main	ADJ
fuelectenerg-670	64	5	aim	aim	NOUN
fuelectenerg-670	64	6	of	of	ADP
fuelectenerg-670	64	7	the	the	DET
fuelectenerg-670	64	8	project	project	NOUN
fuelectenerg-670	64	9	was	be	AUX
fuelectenerg-670	64	10	to	to	PART
fuelectenerg-670	64	11	design	design	VERB
fuelectenerg-670	64	12	a	a	DET
fuelectenerg-670	64	13	simple	simple	ADJ
fuelectenerg-670	64	14	,	,	PUNCT
fuelectenerg-670	64	15	low	low	ADJ
fuelectenerg-670	64	16	-	-	PUNCT
fuelectenerg-670	64	17	cost	cost	NOUN
fuelectenerg-670	64	18	device	device	NOUN
fuelectenerg-670	64	19	able	able	ADJ
fuelectenerg-670	64	20	to	to	PART
fuelectenerg-670	64	21	realize	realize	VERB
fuelectenerg-670	64	22	iris	iris	NOUN
fuelectenerg-670	64	23	positive	positive	ADJ
fuelectenerg-670	64	24	authentication	authentication	NOUN
fuelectenerg-670	64	25	within	within	ADP
fuelectenerg-670	64	26	dmcs	dmcs	NOUN
fuelectenerg-670	64	27	employees	employee	NOUN
fuelectenerg-670	64	28	that	that	PRON
fuelectenerg-670	64	29	can	can	AUX
fuelectenerg-670	64	30	be	be	AUX
fuelectenerg-670	64	31	practically	practically	ADV
fuelectenerg-670	64	32	implemented	implement	VERB
fuelectenerg-670	64	33	in	in	ADP
fuelectenerg-670	64	34	b18	b18	ADJ
fuelectenerg-670	64	35	building	building	NOUN
fuelectenerg-670	64	36	on	on	ADP
fuelectenerg-670	64	37	tul	tul	PROPN
fuelectenerg-670	64	38	campus	campus	PROPN
fuelectenerg-670	64	39	.	.	PUNCT
fuelectenerg-670	65	1	the	the	DET
fuelectenerg-670	65	2	scientific	scientific	ADJ
fuelectenerg-670	65	3	goal	goal	NOUN
fuelectenerg-670	65	4	of	of	ADP
fuelectenerg-670	65	5	the	the	DET
fuelectenerg-670	65	6	project	project	NOUN
fuelectenerg-670	65	7	is	be	AUX
fuelectenerg-670	65	8	to	to	PART
fuelectenerg-670	65	9	design	design	VERB
fuelectenerg-670	65	10	a	a	DET
fuelectenerg-670	65	11	lesscooperative	lesscooperative	ADJ
fuelectenerg-670	65	12	iris	iris	NOUN
fuelectenerg-670	65	13	-	-	PUNCT
fuelectenerg-670	65	14	based	base	VERB
fuelectenerg-670	65	15	biometric	biometric	ADJ
fuelectenerg-670	65	16	authentication	authentication	NOUN
fuelectenerg-670	65	17	system	system	NOUN
fuelectenerg-670	65	18	as	as	ADV
fuelectenerg-670	65	19	well	well	ADV
fuelectenerg-670	65	20	as	as	ADP
fuelectenerg-670	65	21	methods	method	NOUN
fuelectenerg-670	65	22	and	and	CCONJ
fuelectenerg-670	65	23	devices	device	NOUN
fuelectenerg-670	65	24	for	for	ADP
fuelectenerg-670	65	25	acquisition	acquisition	NOUN
fuelectenerg-670	65	26	of	of	ADP
fuelectenerg-670	65	27	images	image	NOUN
fuelectenerg-670	65	28	with	with	ADP
fuelectenerg-670	65	29	sufficient	sufficient	ADJ
fuelectenerg-670	65	30	content	content	NOUN
fuelectenerg-670	65	31	of	of	ADP
fuelectenerg-670	65	32	distinctive	distinctive	ADJ
fuelectenerg-670	65	33	features	feature	NOUN
fuelectenerg-670	65	34	.	.	PUNCT
fuelectenerg-670	66	1	one	one	NUM
fuelectenerg-670	66	2	of	of	ADP
fuelectenerg-670	66	3	the	the	DET
fuelectenerg-670	66	4	key	key	ADJ
fuelectenerg-670	66	5	problems	problem	NOUN
fuelectenerg-670	66	6	was	be	AUX
fuelectenerg-670	66	7	to	to	PART
fuelectenerg-670	66	8	enable	enable	VERB
fuelectenerg-670	66	9	the	the	DET
fuelectenerg-670	66	10	automatic	automatic	ADJ
fuelectenerg-670	66	11	identification	identification	NOUN
fuelectenerg-670	66	12	of	of	ADP
fuelectenerg-670	66	13	people	people	NOUN
fuelectenerg-670	66	14	that	that	PRON
fuelectenerg-670	66	15	were	be	AUX
fuelectenerg-670	66	16	previously	previously	ADV
fuelectenerg-670	66	17	registered	register	VERB
fuelectenerg-670	66	18	by	by	ADP
fuelectenerg-670	66	19	the	the	DET
fuelectenerg-670	66	20	system	system	NOUN
fuelectenerg-670	66	21	on	on	ADP
fuelectenerg-670	66	22	the	the	DET
fuelectenerg-670	66	23	basis	basis	NOUN
fuelectenerg-670	66	24	of	of	ADP
fuelectenerg-670	66	25	observation	observation	NOUN
fuelectenerg-670	66	26	carried	carry	VERB
fuelectenerg-670	66	27	out	out	ADP
fuelectenerg-670	66	28	by	by	ADP
fuelectenerg-670	66	29	the	the	DET
fuelectenerg-670	66	30	low	low	ADJ
fuelectenerg-670	66	31	-	-	PUNCT
fuelectenerg-670	66	32	cost	cost	NOUN
fuelectenerg-670	66	33	vision	vision	NOUN
fuelectenerg-670	66	34	system	system	NOUN
fuelectenerg-670	66	35	.	.	PUNCT
fuelectenerg-670	67	1	although	although	SCONJ
fuelectenerg-670	67	2	there	there	PRON
fuelectenerg-670	67	3	are	be	VERB
fuelectenerg-670	67	4	known	know	VERB
fuelectenerg-670	67	5	solutions	solution	NOUN
fuelectenerg-670	67	6	for	for	ADP
fuelectenerg-670	67	7	positive	positive	ADJ
fuelectenerg-670	67	8	biometric	biometric	ADJ
fuelectenerg-670	67	9	authentication	authentication	NOUN
fuelectenerg-670	67	10	(	(	PUNCT
fuelectenerg-670	67	11	identification	identification	NOUN
fuelectenerg-670	67	12	or	or	CCONJ
fuelectenerg-670	67	13	verification	verification	NOUN
fuelectenerg-670	67	14	)	)	PUNCT
fuelectenerg-670	67	15	available	available	ADJ
fuelectenerg-670	67	16	at	at	ADP
fuelectenerg-670	67	17	the	the	DET
fuelectenerg-670	67	18	commercial	commercial	ADJ
fuelectenerg-670	67	19	market	market	NOUN
fuelectenerg-670	67	20	,	,	PUNCT
fuelectenerg-670	67	21	there	there	PRON
fuelectenerg-670	67	22	is	be	VERB
fuelectenerg-670	67	23	still	still	ADV
fuelectenerg-670	67	24	place	place	NOUN
fuelectenerg-670	67	25	for	for	ADP
fuelectenerg-670	67	26	innovations	innovation	NOUN
fuelectenerg-670	67	27	in	in	ADP
fuelectenerg-670	67	28	the	the	DET
fuelectenerg-670	67	29	field	field	NOUN
fuelectenerg-670	67	30	of	of	ADP
fuelectenerg-670	67	31	automated	automate	VERB
fuelectenerg-670	67	32	biometric	biometric	ADJ
fuelectenerg-670	67	33	recognition	recognition	NOUN
fuelectenerg-670	67	34	using	use	VERB
fuelectenerg-670	67	35	iris	iris	NOUN
fuelectenerg-670	67	36	pattern	pattern	NOUN
fuelectenerg-670	67	37	,	,	PUNCT
fuelectenerg-670	67	38	especially	especially	ADV
fuelectenerg-670	67	39	when	when	SCONJ
fuelectenerg-670	67	40	cooperation	cooperation	NOUN
fuelectenerg-670	67	41	between	between	ADP
fuelectenerg-670	67	42	a	a	DET
fuelectenerg-670	67	43	subject	subject	NOUN
fuelectenerg-670	67	44	and	and	CCONJ
fuelectenerg-670	67	45	system	system	NOUN
fuelectenerg-670	67	46	is	be	AUX
fuelectenerg-670	67	47	taken	take	VERB
fuelectenerg-670	67	48	under	under	ADP
fuelectenerg-670	67	49	consideration	consideration	NOUN
fuelectenerg-670	67	50	.	.	PUNCT
fuelectenerg-670	68	1	such	such	ADJ
fuelectenerg-670	68	2	systems	system	NOUN
fuelectenerg-670	68	3	need	need	VERB
fuelectenerg-670	68	4	to	to	PART
fuelectenerg-670	68	5	deal	deal	VERB
fuelectenerg-670	68	6	with	with	ADP
fuelectenerg-670	68	7	highly	highly	ADV
fuelectenerg-670	68	8	unconstrained	unconstrained	ADJ
fuelectenerg-670	68	9	imaging	imaging	NOUN
fuelectenerg-670	68	10	conditions	condition	NOUN
fuelectenerg-670	68	11	,	,	PUNCT
fuelectenerg-670	68	12	such	such	ADJ
fuelectenerg-670	68	13	as	as	ADP
fuelectenerg-670	68	14	:	:	PUNCT
fuelectenerg-670	68	15	exposition	exposition	NOUN
fuelectenerg-670	68	16	,	,	PUNCT
fuelectenerg-670	68	17	wavelength	wavelength	NOUN
fuelectenerg-670	68	18	of	of	ADP
fuelectenerg-670	68	19	illumination	illumination	NOUN
fuelectenerg-670	68	20	,	,	PUNCT
fuelectenerg-670	68	21	ambient	ambient	ADJ
fuelectenerg-670	68	22	light	light	ADJ
fuelectenerg-670	68	23	reflections	reflection	NOUN
fuelectenerg-670	68	24	from	from	ADP
fuelectenerg-670	68	25	the	the	DET
fuelectenerg-670	68	26	eye	eye	NOUN
fuelectenerg-670	68	27	’s	’s	PART
fuelectenerg-670	68	28	surface	surface	NOUN
fuelectenerg-670	68	29	,	,	PUNCT
fuelectenerg-670	68	30	perspective	perspective	NOUN
fuelectenerg-670	68	31	fluctuations	fluctuation	NOUN
fuelectenerg-670	68	32	,	,	PUNCT
fuelectenerg-670	68	33	as	as	ADV
fuelectenerg-670	68	34	well	well	ADV
fuelectenerg-670	68	35	as	as	ADP
fuelectenerg-670	68	36	cheat	cheat	NOUN
fuelectenerg-670	68	37	attempts	attempt	NOUN
fuelectenerg-670	68	38	,	,	PUNCT
fuelectenerg-670	68	39	etc	etc	X
fuelectenerg-670	68	40	.	.	X
fuelectenerg-670	68	41	1.6	1.6	NUM
fuelectenerg-670	68	42	.	.	PUNCT
fuelectenerg-670	69	1	mbs	mbs	AUX
fuelectenerg-670	69	2	project	project	VERB
fuelectenerg-670	69	3	the	the	DET
fuelectenerg-670	69	4	scientific	scientific	ADJ
fuelectenerg-670	69	5	goal	goal	NOUN
fuelectenerg-670	69	6	of	of	ADP
fuelectenerg-670	69	7	the	the	DET
fuelectenerg-670	69	8	project	project	NOUN
fuelectenerg-670	69	9	is	be	AUX
fuelectenerg-670	69	10	to	to	PART
fuelectenerg-670	69	11	develop	develop	VERB
fuelectenerg-670	69	12	a	a	DET
fuelectenerg-670	69	13	multimodal	multimodal	ADJ
fuelectenerg-670	69	14	biometric	biometric	ADJ
fuelectenerg-670	69	15	system	system	NOUN
fuelectenerg-670	69	16	for	for	ADP
fuelectenerg-670	69	17	contactless	contactless	NOUN
fuelectenerg-670	69	18	persons	person	NOUN
fuelectenerg-670	69	19	identification	identification	NOUN
fuelectenerg-670	69	20	working	work	VERB
fuelectenerg-670	69	21	based	base	VERB
fuelectenerg-670	69	22	on	on	ADP
fuelectenerg-670	69	23	the	the	DET
fuelectenerg-670	69	24	following	follow	VERB
fuelectenerg-670	69	25	physical	physical	ADJ
fuelectenerg-670	69	26	and	and	CCONJ
fuelectenerg-670	69	27	behavioral	behavioral	ADJ
fuelectenerg-670	69	28	features	feature	NOUN
fuelectenerg-670	69	29	(	(	PUNCT
fuelectenerg-670	69	30	biometrics	biometric	NOUN
fuelectenerg-670	69	31	):	):	PUNCT
fuelectenerg-670	69	32	1	1	X
fuelectenerg-670	69	33	.	.	X
fuelectenerg-670	69	34	iris	iris	NOUN
fuelectenerg-670	69	35	pattern	pattern	NOUN
fuelectenerg-670	69	36	2	2	NUM
fuelectenerg-670	69	37	.	.	PUNCT
fuelectenerg-670	69	38	face	face	NOUN
fuelectenerg-670	69	39	geometry	geometry	NOUN
fuelectenerg-670	69	40	3	3	NUM
fuelectenerg-670	69	41	.	.	PUNCT
fuelectenerg-670	69	42	hand	hand	NOUN
fuelectenerg-670	69	43	geometry	geometry	NOUN
fuelectenerg-670	69	44	170	170	NUM
fuelectenerg-670	69	45	a.	a.	NOUN
fuelectenerg-670	69	46	napieralski	napieralski	PROPN
fuelectenerg-670	69	47	et	et	PROPN
fuelectenerg-670	69	48	al	al	PROPN
fuelectenerg-670	69	49	.	.	PROPN
fuelectenerg-670	70	1	in	in	ADP
fuelectenerg-670	70	2	the	the	DET
fuelectenerg-670	70	3	constructed	construct	VERB
fuelectenerg-670	70	4	system	system	NOUN
fuelectenerg-670	70	5	iris	iris	NOUN
fuelectenerg-670	70	6	pattern	pattern	NOUN
fuelectenerg-670	70	7	features	feature	VERB
fuelectenerg-670	70	8	unique	unique	ADJ
fuelectenerg-670	70	9	for	for	ADP
fuelectenerg-670	70	10	each	each	DET
fuelectenerg-670	70	11	individual	individual	NOUN
fuelectenerg-670	70	12	are	be	AUX
fuelectenerg-670	70	13	derived	derive	VERB
fuelectenerg-670	70	14	from	from	ADP
fuelectenerg-670	70	15	the	the	DET
fuelectenerg-670	70	16	analysis	analysis	NOUN
fuelectenerg-670	70	17	of	of	ADP
fuelectenerg-670	70	18	the	the	DET
fuelectenerg-670	70	19	iris	iris	NOUN
fuelectenerg-670	70	20	structure	structure	NOUN
fuelectenerg-670	70	21	image	image	NOUN
fuelectenerg-670	70	22	taken	take	VERB
fuelectenerg-670	70	23	under	under	ADP
fuelectenerg-670	70	24	nir	nir	NOUN
fuelectenerg-670	70	25	(	(	PUNCT
fuelectenerg-670	70	26	near	near	ADP
fuelectenerg-670	70	27	infrared	infrared	ADJ
fuelectenerg-670	70	28	)	)	PUNCT
fuelectenerg-670	70	29	light	light	NOUN
fuelectenerg-670	70	30	.	.	PUNCT
fuelectenerg-670	71	1	unique	unique	ADJ
fuelectenerg-670	71	2	face	face	NOUN
fuelectenerg-670	71	3	features	feature	NOUN
fuelectenerg-670	71	4	are	be	AUX
fuelectenerg-670	71	5	computed	compute	VERB
fuelectenerg-670	71	6	by	by	ADP
fuelectenerg-670	71	7	analyzing	analyze	VERB
fuelectenerg-670	71	8	two	two	NUM
fuelectenerg-670	71	9	data	datum	NOUN
fuelectenerg-670	71	10	sources	source	NOUN
fuelectenerg-670	71	11	acquired	acquire	VERB
fuelectenerg-670	71	12	simultaneously	simultaneously	ADV
fuelectenerg-670	71	13	:	:	PUNCT
fuelectenerg-670	71	14	face	face	VERB
fuelectenerg-670	71	15	image	image	NOUN
fuelectenerg-670	71	16	taken	take	VERB
fuelectenerg-670	71	17	under	under	ADP
fuelectenerg-670	71	18	visible	visible	ADJ
fuelectenerg-670	71	19	light	light	NOUN
fuelectenerg-670	71	20	and	and	CCONJ
fuelectenerg-670	71	21	face	face	NOUN
fuelectenerg-670	71	22	geometry	geometry	NOUN
fuelectenerg-670	71	23	acquired	acquire	VERB
fuelectenerg-670	71	24	using	use	VERB
fuelectenerg-670	71	25	3d	3d	NUM
fuelectenerg-670	71	26	scanner	scanner	NOUN
fuelectenerg-670	71	27	.	.	PUNCT
fuelectenerg-670	72	1	unique	unique	ADJ
fuelectenerg-670	72	2	hand	hand	NOUN
fuelectenerg-670	72	3	features	feature	NOUN
fuelectenerg-670	72	4	are	be	AUX
fuelectenerg-670	72	5	extracted	extract	VERB
fuelectenerg-670	72	6	by	by	ADP
fuelectenerg-670	72	7	analyzing	analyze	VERB
fuelectenerg-670	72	8	the	the	DET
fuelectenerg-670	72	9	3d	3d	PROPN
fuelectenerg-670	72	10	scan	scan	NOUN
fuelectenerg-670	72	11	of	of	ADP
fuelectenerg-670	72	12	hand	hand	NOUN
fuelectenerg-670	72	13	.	.	PUNCT
fuelectenerg-670	73	1	the	the	DET
fuelectenerg-670	73	2	multimodal	multimodal	ADJ
fuelectenerg-670	73	3	biometric	biometric	ADJ
fuelectenerg-670	73	4	database	database	NOUN
fuelectenerg-670	73	5	is	be	AUX
fuelectenerg-670	73	6	collected	collect	VERB
fuelectenerg-670	73	7	using	use	VERB
fuelectenerg-670	73	8	the	the	DET
fuelectenerg-670	73	9	iris	iris	NOUN
fuelectenerg-670	73	10	station	station	NOUN
fuelectenerg-670	73	11	laboratory	laboratory	NOUN
fuelectenerg-670	73	12	stand	stand	NOUN
fuelectenerg-670	73	13	(	(	PUNCT
fuelectenerg-670	73	14	iris	iris	NOUN
fuelectenerg-670	73	15	)	)	PUNCT
fuelectenerg-670	73	16	and	and	CCONJ
fuelectenerg-670	73	17	the	the	DET
fuelectenerg-670	73	18	mbs	mbs	PROPN
fuelectenerg-670	73	19	laboratory	laboratory	NOUN
fuelectenerg-670	73	20	stand	stand	NOUN
fuelectenerg-670	73	21	(	(	PUNCT
fuelectenerg-670	73	22	face	face	NOUN
fuelectenerg-670	73	23	and	and	CCONJ
fuelectenerg-670	73	24	hand	hand	NOUN
fuelectenerg-670	73	25	)	)	PUNCT
fuelectenerg-670	73	26	.	.	PUNCT
fuelectenerg-670	74	1	the	the	DET
fuelectenerg-670	74	2	mbs	mbs	PROPN
fuelectenerg-670	74	3	laboratory	laboratory	NOUN
fuelectenerg-670	74	4	stand	stand	NOUN
fuelectenerg-670	74	5	is	be	AUX
fuelectenerg-670	74	6	presented	present	VERB
fuelectenerg-670	74	7	in	in	ADP
fuelectenerg-670	74	8	fig	fig	NOUN
fuelectenerg-670	74	9	.	.	PUNCT
fuelectenerg-670	75	1	5	5	X
fuelectenerg-670	75	2	.	.	X
fuelectenerg-670	75	3	it	it	PRON
fuelectenerg-670	75	4	is	be	AUX
fuelectenerg-670	75	5	built	build	VERB
fuelectenerg-670	75	6	based	base	VERB
fuelectenerg-670	75	7	on	on	ADP
fuelectenerg-670	75	8	two	two	NUM
fuelectenerg-670	75	9	structured	structured	ADJ
fuelectenerg-670	75	10	light	light	NOUN
fuelectenerg-670	75	11	3d	3d	NUM
fuelectenerg-670	75	12	scanning	scanning	NOUN
fuelectenerg-670	75	13	devices	device	NOUN
fuelectenerg-670	75	14	manufactured	manufacture	VERB
fuelectenerg-670	75	15	by	by	ADP
fuelectenerg-670	75	16	the	the	DET
fuelectenerg-670	75	17	smarttech	smarttech	NOUN
fuelectenerg-670	75	18	company	company	NOUN
fuelectenerg-670	75	19	.	.	PUNCT
fuelectenerg-670	76	1	it	it	PRON
fuelectenerg-670	76	2	allows	allow	VERB
fuelectenerg-670	76	3	two	two	NUM
fuelectenerg-670	76	4	modes	mode	NOUN
fuelectenerg-670	76	5	of	of	ADP
fuelectenerg-670	76	6	operation	operation	NOUN
fuelectenerg-670	76	7	:	:	PUNCT
fuelectenerg-670	76	8	fast	fast	ADJ
fuelectenerg-670	76	9	and	and	CCONJ
fuelectenerg-670	76	10	precise	precise	ADJ
fuelectenerg-670	76	11	.	.	PUNCT
fuelectenerg-670	77	1	the	the	DET
fuelectenerg-670	77	2	precise	precise	ADJ
fuelectenerg-670	77	3	mode	mode	NOUN
fuelectenerg-670	77	4	is	be	AUX
fuelectenerg-670	77	5	intended	intend	VERB
fuelectenerg-670	77	6	for	for	ADP
fuelectenerg-670	77	7	scanners	scanner	NOUN
fuelectenerg-670	77	8	calibration	calibration	NOUN
fuelectenerg-670	77	9	(	(	PUNCT
fuelectenerg-670	77	10	setting	set	VERB
fuelectenerg-670	77	11	up	up	ADP
fuelectenerg-670	77	12	common	common	ADJ
fuelectenerg-670	77	13	coordinate	coordinate	NOUN
fuelectenerg-670	77	14	system	system	NOUN
fuelectenerg-670	77	15	based	base	VERB
fuelectenerg-670	77	16	on	on	ADP
fuelectenerg-670	77	17	template	template	NOUN
fuelectenerg-670	77	18	of	of	ADP
fuelectenerg-670	77	19	known	know	VERB
fuelectenerg-670	77	20	geometry	geometry	NOUN
fuelectenerg-670	77	21	presented	present	VERB
fuelectenerg-670	77	22	to	to	ADP
fuelectenerg-670	77	23	both	both	DET
fuelectenerg-670	77	24	devices	device	NOUN
fuelectenerg-670	77	25	)	)	PUNCT
fuelectenerg-670	77	26	,	,	PUNCT
fuelectenerg-670	77	27	while	while	SCONJ
fuelectenerg-670	77	28	the	the	DET
fuelectenerg-670	77	29	fast	fast	ADJ
fuelectenerg-670	77	30	mode	mode	NOUN
fuelectenerg-670	77	31	is	be	AUX
fuelectenerg-670	77	32	dedicated	dedicate	VERB
fuelectenerg-670	77	33	for	for	ADP
fuelectenerg-670	77	34	face	face	NOUN
fuelectenerg-670	77	35	and	and	CCONJ
fuelectenerg-670	77	36	hand	hand	NOUN
fuelectenerg-670	77	37	samples	sample	NOUN
fuelectenerg-670	77	38	acquisition	acquisition	NOUN
fuelectenerg-670	77	39	.	.	PUNCT
fuelectenerg-670	78	1	the	the	DET
fuelectenerg-670	78	2	preliminary	preliminary	ADJ
fuelectenerg-670	78	3	experimental	experimental	ADJ
fuelectenerg-670	78	4	results	result	NOUN
fuelectenerg-670	78	5	obtained	obtain	VERB
fuelectenerg-670	78	6	in	in	ADP
fuelectenerg-670	78	7	the	the	DET
fuelectenerg-670	78	8	project	project	NOUN
fuelectenerg-670	78	9	are	be	AUX
fuelectenerg-670	78	10	presented	present	VERB
fuelectenerg-670	78	11	in	in	ADP
fuelectenerg-670	78	12	[	[	X
fuelectenerg-670	78	13	7	7	NUM
fuelectenerg-670	78	14	,	,	PUNCT
fuelectenerg-670	78	15	8	8	NUM
fuelectenerg-670	78	16	]	]	PUNCT
fuelectenerg-670	78	17	.	.	PUNCT
fuelectenerg-670	79	1	fig	fig	NOUN
fuelectenerg-670	79	2	.	.	PUNCT
fuelectenerg-670	80	1	5	5	NUM
fuelectenerg-670	80	2	mbs	mbs	NOUN
fuelectenerg-670	80	3	laboratory	laboratory	NOUN
fuelectenerg-670	80	4	stand	stand	NOUN
fuelectenerg-670	80	5	(	(	PUNCT
fuelectenerg-670	80	6	left	leave	VERB
fuelectenerg-670	80	7	)	)	PUNCT
fuelectenerg-670	80	8	and	and	CCONJ
fuelectenerg-670	80	9	the	the	DET
fuelectenerg-670	80	10	structured	structured	ADJ
fuelectenerg-670	80	11	light	light	NOUN
fuelectenerg-670	80	12	scanning	scan	VERB
fuelectenerg-670	80	13	device	device	NOUN
fuelectenerg-670	80	14	(	(	PUNCT
fuelectenerg-670	80	15	right	right	ADJ
fuelectenerg-670	80	16	)	)	PUNCT
fuelectenerg-670	80	17	1.7	1.7	NUM
fuelectenerg-670	80	18	.	.	PUNCT
fuelectenerg-670	81	1	compact	compact	ADJ
fuelectenerg-670	81	2	project	project	NOUN
fuelectenerg-670	81	3	automatic	automatic	ADJ
fuelectenerg-670	81	4	identification	identification	NOUN
fuelectenerg-670	81	5	of	of	ADP
fuelectenerg-670	81	6	people	people	NOUN
fuelectenerg-670	81	7	at	at	ADP
fuelectenerg-670	81	8	-	-	PUNCT
fuelectenerg-670	81	9	a	a	DET
fuelectenerg-670	81	10	-	-	PUNCT
fuelectenerg-670	81	11	distance	distance	NOUN
fuelectenerg-670	81	12	and	and	CCONJ
fuelectenerg-670	81	13	on	on	ADP
fuelectenerg-670	81	14	-	-	PUNCT
fuelectenerg-670	81	15	the	the	DET
fuelectenerg-670	81	16	-	-	PUNCT
fuelectenerg-670	81	17	move	move	NOUN
fuelectenerg-670	81	18	is	be	AUX
fuelectenerg-670	81	19	one	one	NUM
fuelectenerg-670	81	20	of	of	ADP
fuelectenerg-670	81	21	the	the	DET
fuelectenerg-670	81	22	most	most	ADV
fuelectenerg-670	81	23	explored	explore	VERB
fuelectenerg-670	81	24	areas	area	NOUN
fuelectenerg-670	81	25	of	of	ADP
fuelectenerg-670	81	26	biometrics	biometric	NOUN
fuelectenerg-670	81	27	nowadays	nowadays	ADV
fuelectenerg-670	81	28	.	.	PUNCT
fuelectenerg-670	82	1	this	this	DET
fuelectenerg-670	82	2	problem	problem	NOUN
fuelectenerg-670	82	3	is	be	AUX
fuelectenerg-670	82	4	dealt	deal	VERB
fuelectenerg-670	82	5	with	with	ADP
fuelectenerg-670	82	6	by	by	ADP
fuelectenerg-670	82	7	the	the	DET
fuelectenerg-670	82	8	compact	compact	ADJ
fuelectenerg-670	82	9	project	project	NOUN
fuelectenerg-670	82	10	where	where	SCONJ
fuelectenerg-670	82	11	the	the	DET
fuelectenerg-670	82	12	recognition	recognition	NOUN
fuelectenerg-670	82	13	process	process	NOUN
fuelectenerg-670	82	14	is	be	AUX
fuelectenerg-670	82	15	done	do	VERB
fuelectenerg-670	82	16	using	use	VERB
fuelectenerg-670	82	17	specialized	specialized	ADJ
fuelectenerg-670	82	18	vision	vision	NOUN
fuelectenerg-670	82	19	systems	system	NOUN
fuelectenerg-670	82	20	under	under	ADP
fuelectenerg-670	82	21	unconstrained	unconstrained	ADJ
fuelectenerg-670	82	22	imaging	imaging	NOUN
fuelectenerg-670	82	23	conditions	condition	NOUN
fuelectenerg-670	82	24	,	,	PUNCT
fuelectenerg-670	82	25	at	at	ADP
fuelectenerg-670	82	26	a	a	DET
fuelectenerg-670	82	27	distance	distance	NOUN
fuelectenerg-670	82	28	and	and	CCONJ
fuelectenerg-670	82	29	on	on	ADP
fuelectenerg-670	82	30	the	the	DET
fuelectenerg-670	82	31	move	move	NOUN
fuelectenerg-670	82	32	.	.	PUNCT
fuelectenerg-670	83	1	one	one	NUM
fuelectenerg-670	83	2	of	of	ADP
fuelectenerg-670	83	3	the	the	DET
fuelectenerg-670	83	4	key	key	ADJ
fuelectenerg-670	83	5	assumptions	assumption	NOUN
fuelectenerg-670	83	6	is	be	AUX
fuelectenerg-670	83	7	to	to	PART
fuelectenerg-670	83	8	realize	realize	VERB
fuelectenerg-670	83	9	a	a	DET
fuelectenerg-670	83	10	system	system	NOUN
fuelectenerg-670	83	11	able	able	ADJ
fuelectenerg-670	83	12	to	to	PART
fuelectenerg-670	83	13	acquire	acquire	VERB
fuelectenerg-670	83	14	biometric	biometric	ADJ
fuelectenerg-670	83	15	samples	sample	NOUN
fuelectenerg-670	83	16	with	with	ADP
fuelectenerg-670	83	17	the	the	DET
fuelectenerg-670	83	18	level	level	NOUN
fuelectenerg-670	83	19	of	of	ADP
fuelectenerg-670	83	20	cooperation	cooperation	NOUN
fuelectenerg-670	83	21	lower	low	ADJ
fuelectenerg-670	83	22	than	than	ADP
fuelectenerg-670	83	23	in	in	ADP
fuelectenerg-670	83	24	the	the	DET
fuelectenerg-670	83	25	case	case	NOUN
fuelectenerg-670	83	26	of	of	ADP
fuelectenerg-670	83	27	the	the	DET
fuelectenerg-670	83	28	iris	iris	NOUN
fuelectenerg-670	83	29	-	-	PUNCT
fuelectenerg-670	83	30	on	on	ADP
fuelectenerg-670	83	31	-	-	PUNCT
fuelectenerg-670	83	32	the	the	DET
fuelectenerg-670	83	33	-	-	PUNCT
fuelectenerg-670	83	34	move	move	NOUN
fuelectenerg-670	83	35	technology	technology	NOUN
fuelectenerg-670	83	36	.	.	PUNCT
fuelectenerg-670	84	1	it	it	PRON
fuelectenerg-670	84	2	is	be	AUX
fuelectenerg-670	84	3	assumed	assume	VERB
fuelectenerg-670	84	4	that	that	SCONJ
fuelectenerg-670	84	5	the	the	DET
fuelectenerg-670	84	6	authorized	authorized	ADJ
fuelectenerg-670	84	7	subject	subject	NOUN
fuelectenerg-670	84	8	should	should	AUX
fuelectenerg-670	84	9	be	be	AUX
fuelectenerg-670	84	10	inside	inside	ADP
fuelectenerg-670	84	11	an	an	DET
fuelectenerg-670	84	12	area	area	NOUN
fuelectenerg-670	84	13	around	around	ADP
fuelectenerg-670	84	14	the	the	DET
fuelectenerg-670	84	15	system	system	NOUN
fuelectenerg-670	84	16	rather	rather	ADV
fuelectenerg-670	84	17	than	than	ADP
fuelectenerg-670	84	18	the	the	DET
fuelectenerg-670	84	19	straight	straight	ADJ
fuelectenerg-670	84	20	path	path	NOUN
fuelectenerg-670	84	21	like	like	INTJ
fuelectenerg-670	84	22	in	in	ADP
fuelectenerg-670	84	23	the	the	DET
fuelectenerg-670	84	24	iom	iom	PROPN
fuelectenerg-670	84	25	.	.	PUNCT
fuelectenerg-670	85	1	the	the	DET
fuelectenerg-670	85	2	other	other	ADJ
fuelectenerg-670	85	3	system	system	NOUN
fuelectenerg-670	85	4	feature	feature	NOUN
fuelectenerg-670	85	5	is	be	AUX
fuelectenerg-670	85	6	the	the	DET
fuelectenerg-670	85	7	high	high	ADJ
fuelectenerg-670	85	8	throughput	throughput	NOUN
fuelectenerg-670	85	9	of	of	ADP
fuelectenerg-670	85	10	the	the	DET
fuelectenerg-670	85	11	system	system	NOUN
fuelectenerg-670	85	12	,	,	PUNCT
fuelectenerg-670	85	13	understood	understand	VERB
fuelectenerg-670	85	14	as	as	ADP
fuelectenerg-670	85	15	a	a	DET
fuelectenerg-670	85	16	number	number	NOUN
fuelectenerg-670	85	17	of	of	ADP
fuelectenerg-670	85	18	persons	person	NOUN
fuelectenerg-670	85	19	that	that	PRON
fuelectenerg-670	85	20	could	could	AUX
fuelectenerg-670	85	21	be	be	AUX
fuelectenerg-670	85	22	successfully	successfully	ADV
fuelectenerg-670	85	23	authorized	authorize	VERB
fuelectenerg-670	85	24	per	per	ADP
fuelectenerg-670	85	25	time	time	NOUN
fuelectenerg-670	85	26	interval	interval	NOUN
fuelectenerg-670	85	27	–	–	PUNCT
fuelectenerg-670	85	28	not	not	PART
fuelectenerg-670	85	29	less	less	ADJ
fuelectenerg-670	85	30	than	than	ADP
fuelectenerg-670	85	31	in	in	ADP
fuelectenerg-670	85	32	iom	iom	PROPN
fuelectenerg-670	85	33	technology	technology	NOUN
fuelectenerg-670	85	34	,	,	PUNCT
fuelectenerg-670	85	35	i.e.	i.e.	X
fuelectenerg-670	85	36	,	,	PUNCT
fuelectenerg-670	85	37	30	30	NUM
fuelectenerg-670	85	38	persons	person	NOUN
fuelectenerg-670	85	39	per	per	ADP
fuelectenerg-670	85	40	minute	minute	NOUN
fuelectenerg-670	85	41	.	.	PUNCT
fuelectenerg-670	86	1	using	use	VERB
fuelectenerg-670	86	2	the	the	DET
fuelectenerg-670	86	3	modern	modern	ADJ
fuelectenerg-670	86	4	fpga	fpga	NOUN
fuelectenerg-670	86	5	or	or	CCONJ
fuelectenerg-670	86	6	/	/	SYM
fuelectenerg-670	86	7	and	and	CCONJ
fuelectenerg-670	86	8	multicore	multicore	ADJ
fuelectenerg-670	86	9	dsp	dsp	NOUN
fuelectenerg-670	86	10	technology	technology	NOUN
fuelectenerg-670	86	11	,	,	PUNCT
fuelectenerg-670	86	12	it	it	PRON
fuelectenerg-670	86	13	may	may	AUX
fuelectenerg-670	86	14	be	be	AUX
fuelectenerg-670	86	15	possible	possible	ADJ
fuelectenerg-670	86	16	to	to	PART
fuelectenerg-670	86	17	recognize	recognize	VERB
fuelectenerg-670	86	18	several	several	ADJ
fuelectenerg-670	86	19	subjects	subject	NOUN
fuelectenerg-670	86	20	at	at	ADP
fuelectenerg-670	86	21	the	the	DET
fuelectenerg-670	86	22	same	same	ADJ
fuelectenerg-670	86	23	time	time	NOUN
fuelectenerg-670	86	24	increasing	increase	VERB
fuelectenerg-670	86	25	significantly	significantly	ADV
fuelectenerg-670	86	26	the	the	DET
fuelectenerg-670	86	27	throughput	throughput	NOUN
fuelectenerg-670	86	28	of	of	ADP
fuelectenerg-670	86	29	the	the	DET
fuelectenerg-670	86	30	system	system	NOUN
fuelectenerg-670	86	31	.	.	PUNCT
fuelectenerg-670	87	1	the	the	DET
fuelectenerg-670	87	2	scientific	scientific	ADJ
fuelectenerg-670	87	3	goal	goal	NOUN
fuelectenerg-670	87	4	of	of	ADP
fuelectenerg-670	87	5	the	the	DET
fuelectenerg-670	87	6	project	project	NOUN
fuelectenerg-670	87	7	is	be	AUX
fuelectenerg-670	87	8	to	to	PART
fuelectenerg-670	87	9	design	design	VERB
fuelectenerg-670	87	10	a	a	DET
fuelectenerg-670	87	11	non	non	ADJ
fuelectenerg-670	87	12	-	-	ADJ
fuelectenerg-670	87	13	cooperative	cooperative	ADJ
fuelectenerg-670	87	14	,	,	PUNCT
fuelectenerg-670	87	15	high	high	ADJ
fuelectenerg-670	87	16	-	-	PUNCT
fuelectenerg-670	87	17	throughput	throughput	NOUN
fuelectenerg-670	87	18	biometric	biometric	ADJ
fuelectenerg-670	87	19	positive	positive	ADJ
fuelectenerg-670	87	20	authentication	authentication	NOUN
fuelectenerg-670	87	21	system	system	NOUN
fuelectenerg-670	87	22	based	base	VERB
fuelectenerg-670	87	23	on	on	ADP
fuelectenerg-670	87	24	features	feature	NOUN
fuelectenerg-670	87	25	fusion	fusion	NOUN
fuelectenerg-670	87	26	of	of	ADP
fuelectenerg-670	87	27	iris	iris	NOUN
fuelectenerg-670	87	28	pattern	pattern	NOUN
fuelectenerg-670	87	29	,	,	PUNCT
fuelectenerg-670	87	30	periocular	periocular	ADJ
fuelectenerg-670	87	31	and	and	CCONJ
fuelectenerg-670	87	32	face	face	NOUN
fuelectenerg-670	87	33	image	image	NOUN
fuelectenerg-670	87	34	,	,	PUNCT
fuelectenerg-670	87	35	as	as	ADV
fuelectenerg-670	87	36	well	well	ADV
fuelectenerg-670	87	37	as	as	ADP
fuelectenerg-670	87	38	methods	method	NOUN
fuelectenerg-670	87	39	and	and	CCONJ
fuelectenerg-670	87	40	devices	device	NOUN
fuelectenerg-670	87	41	for	for	ADP
fuelectenerg-670	87	42	acquisition	acquisition	NOUN
fuelectenerg-670	87	43	of	of	ADP
fuelectenerg-670	87	44	such	such	ADJ
fuelectenerg-670	87	45	images	image	NOUN
fuelectenerg-670	87	46	with	with	ADP
fuelectenerg-670	87	47	sufficient	sufficient	ADJ
fuelectenerg-670	87	48	content	content	NOUN
fuelectenerg-670	87	49	of	of	ADP
fuelectenerg-670	87	50	distinctive	distinctive	ADJ
fuelectenerg-670	87	51	features	feature	NOUN
fuelectenerg-670	87	52	.	.	PUNCT
fuelectenerg-670	88	1	the	the	DET
fuelectenerg-670	88	2	authentication	authentication	NOUN
fuelectenerg-670	88	3	process	process	NOUN
fuelectenerg-670	88	4	(	(	PUNCT
fuelectenerg-670	88	5	see	see	VERB
fuelectenerg-670	88	6	fig	fig	NOUN
fuelectenerg-670	88	7	.	.	PUNCT
fuelectenerg-670	88	8	1	1	NUM
fuelectenerg-670	88	9	)	)	PUNCT
fuelectenerg-670	88	10	is	be	AUX
fuelectenerg-670	88	11	planned	plan	VERB
fuelectenerg-670	88	12	to	to	PART
fuelectenerg-670	88	13	be	be	AUX
fuelectenerg-670	88	14	mainly	mainly	ADV
fuelectenerg-670	88	15	based	base	VERB
fuelectenerg-670	88	16	on	on	ADP
fuelectenerg-670	88	17	iris	iris	NOUN
fuelectenerg-670	88	18	pattern	pattern	NOUN
fuelectenerg-670	88	19	and	and	CCONJ
fuelectenerg-670	88	20	to	to	PART
fuelectenerg-670	88	21	be	be	AUX
fuelectenerg-670	88	22	supported	support	VERB
fuelectenerg-670	88	23	by	by	ADP
fuelectenerg-670	88	24	a	a	DET
fuelectenerg-670	88	25	face	face	NOUN
fuelectenerg-670	88	26	trait	trait	NOUN
fuelectenerg-670	88	27	,	,	PUNCT
fuelectenerg-670	88	28	since	since	SCONJ
fuelectenerg-670	88	29	iris	iris	NOUN
fuelectenerg-670	88	30	pattern	pattern	NOUN
fuelectenerg-670	88	31	achieves	achieve	VERB
fuelectenerg-670	88	32	the	the	DET
fuelectenerg-670	88	33	best	good	ADJ
fuelectenerg-670	88	34	biometric	biometric	ADJ
fuelectenerg-670	88	35	efficiency	efficiency	NOUN
fuelectenerg-670	88	36	(	(	PUNCT
fuelectenerg-670	88	37	lowest	low	ADJ
fuelectenerg-670	88	38	error	error	NOUN
fuelectenerg-670	88	39	rates	rate	NOUN
fuelectenerg-670	88	40	)	)	PUNCT
fuelectenerg-670	88	41	.	.	PUNCT
fuelectenerg-670	89	1	however	however	ADV
fuelectenerg-670	89	2	,	,	PUNCT
fuelectenerg-670	89	3	the	the	DET
fuelectenerg-670	89	4	key	key	ADJ
fuelectenerg-670	89	5	problem	problem	NOUN
fuelectenerg-670	89	6	for	for	ADP
fuelectenerg-670	89	7	iris	iris	NOUN
fuelectenerg-670	89	8	-	-	PUNCT
fuelectenerg-670	89	9	based	base	VERB
fuelectenerg-670	89	10	image	image	NOUN
fuelectenerg-670	89	11	and	and	CCONJ
fuelectenerg-670	89	12	video	video	NOUN
fuelectenerg-670	89	13	processing	processing	NOUN
fuelectenerg-670	89	14	with	with	ADP
fuelectenerg-670	89	15	fpga	fpga	PROPN
fuelectenerg-670	89	16	support	support	NOUN
fuelectenerg-670	89	17	used	use	VERB
fuelectenerg-670	89	18	for	for	ADP
fuelectenerg-670	89	19	biometric	biometric	ADJ
fuelectenerg-670	89	20	as	as	ADV
fuelectenerg-670	89	21	well	well	ADV
fuelectenerg-670	89	22	as	as	ADP
fuelectenerg-670	89	23	other	other	ADJ
fuelectenerg-670	89	24	applications	application	NOUN
fuelectenerg-670	89	25	171	171	NUM
fuelectenerg-670	89	26	biometric	biometric	ADJ
fuelectenerg-670	89	27	system	system	NOUN
fuelectenerg-670	89	28	design	design	NOUN
fuelectenerg-670	89	29	is	be	AUX
fuelectenerg-670	89	30	the	the	DET
fuelectenerg-670	89	31	image	image	NOUN
fuelectenerg-670	89	32	acquisition	acquisition	NOUN
fuelectenerg-670	89	33	issue	issue	NOUN
fuelectenerg-670	89	34	.	.	PUNCT
fuelectenerg-670	90	1	the	the	DET
fuelectenerg-670	90	2	acquisition	acquisition	NOUN
fuelectenerg-670	90	3	of	of	ADP
fuelectenerg-670	90	4	good	good	ADJ
fuelectenerg-670	90	5	quality	quality	NOUN
fuelectenerg-670	90	6	image	image	NOUN
fuelectenerg-670	90	7	of	of	ADP
fuelectenerg-670	90	8	an	an	DET
fuelectenerg-670	90	9	object	object	NOUN
fuelectenerg-670	90	10	of	of	ADP
fuelectenerg-670	90	11	1,2	1,2	NUM
fuelectenerg-670	90	12	cm	cm	NOUN
fuelectenerg-670	90	13	2	2	NUM
fuelectenerg-670	90	14	area	area	NOUN
fuelectenerg-670	90	15	from	from	ADP
fuelectenerg-670	90	16	the	the	DET
fuelectenerg-670	90	17	subject	subject	NOUN
fuelectenerg-670	90	18	at	at	ADP
fuelectenerg-670	90	19	-	-	PUNCT
fuelectenerg-670	90	20	a	a	DET
fuelectenerg-670	90	21	-	-	PUNCT
fuelectenerg-670	90	22	distance	distance	NOUN
fuelectenerg-670	90	23	and	and	CCONJ
fuelectenerg-670	90	24	on	on	ADP
fuelectenerg-670	90	25	-	-	PUNCT
fuelectenerg-670	90	26	the	the	DET
fuelectenerg-670	90	27	-	-	PUNCT
fuelectenerg-670	90	28	move	move	NOUN
fuelectenerg-670	90	29	is	be	AUX
fuelectenerg-670	90	30	the	the	DET
fuelectenerg-670	90	31	most	most	ADV
fuelectenerg-670	90	32	challenging	challenging	ADJ
fuelectenerg-670	90	33	task	task	NOUN
fuelectenerg-670	90	34	in	in	ADP
fuelectenerg-670	90	35	the	the	DET
fuelectenerg-670	90	36	whole	whole	ADJ
fuelectenerg-670	90	37	authorization	authorization	NOUN
fuelectenerg-670	90	38	process	process	NOUN
fuelectenerg-670	90	39	.	.	PUNCT
fuelectenerg-670	91	1	thus	thus	ADV
fuelectenerg-670	91	2	,	,	PUNCT
fuelectenerg-670	91	3	multibiometrics	multibiometric	NOUN
fuelectenerg-670	91	4	is	be	AUX
fuelectenerg-670	91	5	the	the	DET
fuelectenerg-670	91	6	tool	tool	NOUN
fuelectenerg-670	91	7	that	that	PRON
fuelectenerg-670	91	8	allows	allow	VERB
fuelectenerg-670	91	9	for	for	ADP
fuelectenerg-670	91	10	fusion	fusion	NOUN
fuelectenerg-670	91	11	of	of	ADP
fuelectenerg-670	91	12	other	other	ADJ
fuelectenerg-670	91	13	features	feature	NOUN
fuelectenerg-670	91	14	that	that	PRON
fuelectenerg-670	91	15	could	could	AUX
fuelectenerg-670	91	16	have	have	AUX
fuelectenerg-670	91	17	been	be	AUX
fuelectenerg-670	91	18	captured	capture	VERB
fuelectenerg-670	91	19	during	during	ADP
fuelectenerg-670	91	20	acquisition	acquisition	NOUN
fuelectenerg-670	91	21	process	process	NOUN
fuelectenerg-670	91	22	.	.	PUNCT
fuelectenerg-670	92	1	in	in	ADP
fuelectenerg-670	92	2	the	the	DET
fuelectenerg-670	92	3	case	case	NOUN
fuelectenerg-670	92	4	of	of	ADP
fuelectenerg-670	92	5	iris	iris	NOUN
fuelectenerg-670	92	6	-	-	PUNCT
fuelectenerg-670	92	7	based	base	VERB
fuelectenerg-670	92	8	systems	system	NOUN
fuelectenerg-670	92	9	this	this	PRON
fuelectenerg-670	92	10	can	can	AUX
fuelectenerg-670	92	11	be	be	AUX
fuelectenerg-670	92	12	periocular	periocular	ADJ
fuelectenerg-670	92	13	region	region	NOUN
fuelectenerg-670	92	14	:	:	PUNCT
fuelectenerg-670	92	15	eyebrows	eyebrow	NOUN
fuelectenerg-670	92	16	and	and	CCONJ
fuelectenerg-670	92	17	skin	skin	NOUN
fuelectenerg-670	92	18	texture	texture	NOUN
fuelectenerg-670	92	19	and	and	CCONJ
fuelectenerg-670	92	20	color	color	NOUN
fuelectenerg-670	92	21	.	.	PUNCT
fuelectenerg-670	93	1	2	2	X
fuelectenerg-670	93	2	.	.	X
fuelectenerg-670	93	3	implementation	implementation	NOUN
fuelectenerg-670	93	4	and	and	CCONJ
fuelectenerg-670	93	5	development	development	NOUN
fuelectenerg-670	93	6	of	of	ADP
fuelectenerg-670	93	7	fisheye	fisheye	ADJ
fuelectenerg-670	93	8	distortion	distortion	NOUN
fuelectenerg-670	93	9	correction	correction	NOUN
fuelectenerg-670	93	10	algorithms	algorithm	VERB
fuelectenerg-670	93	11	2.1	2.1	NUM
fuelectenerg-670	93	12	.	.	PUNCT
fuelectenerg-670	94	1	background	background	NOUN
fuelectenerg-670	94	2	nowadays	nowadays	ADV
fuelectenerg-670	94	3	,	,	PUNCT
fuelectenerg-670	94	4	the	the	DET
fuelectenerg-670	94	5	majority	majority	NOUN
fuelectenerg-670	94	6	of	of	ADP
fuelectenerg-670	94	7	camera	camera	NOUN
fuelectenerg-670	94	8	systems	system	NOUN
fuelectenerg-670	94	9	have	have	VERB
fuelectenerg-670	94	10	a	a	DET
fuelectenerg-670	94	11	field	field	NOUN
fuelectenerg-670	94	12	of	of	ADP
fuelectenerg-670	94	13	view	view	NOUN
fuelectenerg-670	94	14	of	of	ADP
fuelectenerg-670	94	15	about	about	ADV
fuelectenerg-670	94	16	60	60	NUM
fuelectenerg-670	94	17	degrees	degree	NOUN
fuelectenerg-670	94	18	(	(	PUNCT
fuelectenerg-670	94	19	fov<60	fov<60	PROPN
fuelectenerg-670	94	20	deg	deg	NOUN
fuelectenerg-670	94	21	)	)	PUNCT
fuelectenerg-670	94	22	.	.	PUNCT
fuelectenerg-670	95	1	however	however	ADV
fuelectenerg-670	95	2	,	,	PUNCT
fuelectenerg-670	95	3	there	there	PRON
fuelectenerg-670	95	4	is	be	VERB
fuelectenerg-670	95	5	a	a	DET
fuelectenerg-670	95	6	wide	wide	ADJ
fuelectenerg-670	95	7	market	market	NOUN
fuelectenerg-670	95	8	for	for	ADP
fuelectenerg-670	95	9	fisheye	fisheye	ADJ
fuelectenerg-670	95	10	lens	len	NOUN
fuelectenerg-670	95	11	based	base	VERB
fuelectenerg-670	95	12	and	and	CCONJ
fuelectenerg-670	95	13	wide	wide	ADJ
fuelectenerg-670	95	14	angle	angle	NOUN
fuelectenerg-670	95	15	lens	lens	NOUN
fuelectenerg-670	95	16	based	base	VERB
fuelectenerg-670	95	17	cameras	camera	NOUN
fuelectenerg-670	95	18	i.e.	i.e.	X
fuelectenerg-670	95	19	gopro	gopro	ADJ
fuelectenerg-670	95	20	hero	hero	NOUN
fuelectenerg-670	95	21	.	.	PUNCT
fuelectenerg-670	96	1	these	these	DET
fuelectenerg-670	96	2	cameras	camera	NOUN
fuelectenerg-670	96	3	provide	provide	VERB
fuelectenerg-670	96	4	larger	large	ADJ
fuelectenerg-670	96	5	fovs	fovs	NOUN
fuelectenerg-670	96	6	thanks	thank	NOUN
fuelectenerg-670	96	7	to	to	ADP
fuelectenerg-670	96	8	specially	specially	ADV
fuelectenerg-670	96	9	designed	design	VERB
fuelectenerg-670	96	10	wide	wide	ADJ
fuelectenerg-670	96	11	angle	angle	NOUN
fuelectenerg-670	96	12	or	or	CCONJ
fuelectenerg-670	96	13	fisheye	fisheye	NOUN
fuelectenerg-670	96	14	lenses	lense	NOUN
fuelectenerg-670	96	15	that	that	PRON
fuelectenerg-670	96	16	project	project	VERB
fuelectenerg-670	96	17	much	much	ADV
fuelectenerg-670	96	18	bigger	big	ADJ
fuelectenerg-670	96	19	part	part	NOUN
fuelectenerg-670	96	20	of	of	ADP
fuelectenerg-670	96	21	the	the	DET
fuelectenerg-670	96	22	scene	scene	NOUN
fuelectenerg-670	96	23	onto	onto	ADP
fuelectenerg-670	96	24	the	the	DET
fuelectenerg-670	96	25	image	image	NOUN
fuelectenerg-670	96	26	sensor	sensor	NOUN
fuelectenerg-670	96	27	.	.	PUNCT
fuelectenerg-670	97	1	on	on	ADP
fuelectenerg-670	97	2	the	the	DET
fuelectenerg-670	97	3	one	one	NUM
fuelectenerg-670	97	4	hand	hand	NOUN
fuelectenerg-670	97	5	,	,	PUNCT
fuelectenerg-670	97	6	this	this	DET
fuelectenerg-670	97	7	type	type	NOUN
fuelectenerg-670	97	8	of	of	ADP
fuelectenerg-670	97	9	cameras	camera	NOUN
fuelectenerg-670	97	10	are	be	AUX
fuelectenerg-670	97	11	used	use	VERB
fuelectenerg-670	97	12	as	as	ADP
fuelectenerg-670	97	13	a	a	DET
fuelectenerg-670	97	14	toy	toy	NOUN
fuelectenerg-670	97	15	,	,	PUNCT
fuelectenerg-670	97	16	but	but	CCONJ
fuelectenerg-670	97	17	it	it	PRON
fuelectenerg-670	97	18	is	be	AUX
fuelectenerg-670	97	19	worth	worth	ADJ
fuelectenerg-670	97	20	mentioning	mention	VERB
fuelectenerg-670	97	21	that	that	SCONJ
fuelectenerg-670	97	22	this	this	DET
fuelectenerg-670	97	23	increase	increase	NOUN
fuelectenerg-670	97	24	in	in	ADP
fuelectenerg-670	97	25	the	the	DET
fuelectenerg-670	97	26	field	field	NOUN
fuelectenerg-670	97	27	of	of	ADP
fuelectenerg-670	97	28	view	view	NOUN
fuelectenerg-670	97	29	is	be	AUX
fuelectenerg-670	97	30	extremely	extremely	ADV
fuelectenerg-670	97	31	useful	useful	ADJ
fuelectenerg-670	97	32	in	in	ADP
fuelectenerg-670	97	33	a	a	DET
fuelectenerg-670	97	34	number	number	NOUN
fuelectenerg-670	97	35	of	of	ADP
fuelectenerg-670	97	36	applications	application	NOUN
fuelectenerg-670	97	37	ranging	range	VERB
fuelectenerg-670	97	38	from	from	ADP
fuelectenerg-670	97	39	laparoscopic	laparoscopic	ADJ
fuelectenerg-670	97	40	surgery	surgery	NOUN
fuelectenerg-670	97	41	,	,	PUNCT
fuelectenerg-670	97	42	through	through	ADP
fuelectenerg-670	97	43	rear	rear	ADJ
fuelectenerg-670	97	44	-	-	PUNCT
fuelectenerg-670	97	45	view	view	NOUN
fuelectenerg-670	97	46	cameras	camera	NOUN
fuelectenerg-670	97	47	in	in	ADP
fuelectenerg-670	97	48	cars	car	NOUN
fuelectenerg-670	97	49	to	to	ADP
fuelectenerg-670	97	50	closed	close	VERB
fuelectenerg-670	97	51	circuit	circuit	NOUN
fuelectenerg-670	97	52	television	television	NOUN
fuelectenerg-670	97	53	(	(	PUNCT
fuelectenerg-670	97	54	cctv	cctv	NOUN
fuelectenerg-670	97	55	)	)	PUNCT
fuelectenerg-670	97	56	systems	system	NOUN
fuelectenerg-670	97	57	[	[	X
fuelectenerg-670	97	58	12	12	NUM
fuelectenerg-670	97	59	]	]	PUNCT
fuelectenerg-670	97	60	,	,	PUNCT
fuelectenerg-670	97	61	[	[	X
fuelectenerg-670	97	62	13	13	NUM
fuelectenerg-670	97	63	]	]	PUNCT
fuelectenerg-670	97	64	.	.	PUNCT
fuelectenerg-670	98	1	the	the	DET
fuelectenerg-670	98	2	increase	increase	NOUN
fuelectenerg-670	98	3	in	in	ADP
fuelectenerg-670	98	4	the	the	DET
fuelectenerg-670	98	5	fov	fov	NOUN
fuelectenerg-670	98	6	brings	bring	VERB
fuelectenerg-670	98	7	geometric	geometric	ADJ
fuelectenerg-670	98	8	distortions	distortion	NOUN
fuelectenerg-670	98	9	,	,	PUNCT
fuelectenerg-670	98	10	which	which	PRON
fuelectenerg-670	98	11	make	make	VERB
fuelectenerg-670	98	12	straight	straight	ADJ
fuelectenerg-670	98	13	lines	line	NOUN
fuelectenerg-670	98	14	from	from	ADP
fuelectenerg-670	98	15	the	the	DET
fuelectenerg-670	98	16	scene	scene	NOUN
fuelectenerg-670	98	17	to	to	PART
fuelectenerg-670	98	18	appear	appear	VERB
fuelectenerg-670	98	19	as	as	ADP
fuelectenerg-670	98	20	curves	curve	NOUN
fuelectenerg-670	98	21	in	in	ADP
fuelectenerg-670	98	22	the	the	DET
fuelectenerg-670	98	23	image	image	NOUN
fuelectenerg-670	98	24	plane	plane	NOUN
fuelectenerg-670	98	25	.	.	PUNCT
fuelectenerg-670	99	1	in	in	ADP
fuelectenerg-670	99	2	the	the	DET
fuelectenerg-670	99	3	one	one	NUM
fuelectenerg-670	99	4	hand	hand	NOUN
fuelectenerg-670	99	5	this	this	DET
fuelectenerg-670	99	6	‘	'	PUNCT
fuelectenerg-670	99	7	artistic	artistic	ADJ
fuelectenerg-670	99	8	’	'	PUNCT
fuelectenerg-670	99	9	transformation	transformation	NOUN
fuelectenerg-670	99	10	is	be	AUX
fuelectenerg-670	99	11	accepted	accept	VERB
fuelectenerg-670	99	12	when	when	SCONJ
fuelectenerg-670	99	13	we	we	PRON
fuelectenerg-670	99	14	use	use	VERB
fuelectenerg-670	99	15	a	a	DET
fuelectenerg-670	99	16	sport	sport	NOUN
fuelectenerg-670	99	17	camera	camera	NOUN
fuelectenerg-670	99	18	to	to	PART
fuelectenerg-670	99	19	record	record	VERB
fuelectenerg-670	99	20	our	our	PRON
fuelectenerg-670	99	21	achievements	achievement	NOUN
fuelectenerg-670	99	22	,	,	PUNCT
fuelectenerg-670	99	23	but	but	CCONJ
fuelectenerg-670	99	24	in	in	ADP
fuelectenerg-670	99	25	many	many	ADJ
fuelectenerg-670	99	26	applications	application	NOUN
fuelectenerg-670	99	27	it	it	PRON
fuelectenerg-670	99	28	is	be	AUX
fuelectenerg-670	99	29	not	not	PART
fuelectenerg-670	99	30	desired	desire	VERB
fuelectenerg-670	99	31	and	and	CCONJ
fuelectenerg-670	99	32	causes	cause	VERB
fuelectenerg-670	99	33	problems	problem	NOUN
fuelectenerg-670	99	34	for	for	ADP
fuelectenerg-670	99	35	proper	proper	ADJ
fuelectenerg-670	99	36	interpretation	interpretation	NOUN
fuelectenerg-670	99	37	of	of	ADP
fuelectenerg-670	99	38	the	the	DET
fuelectenerg-670	99	39	scene	scene	NOUN
fuelectenerg-670	99	40	.	.	PUNCT
fuelectenerg-670	100	1	our	our	PRON
fuelectenerg-670	100	2	team	team	NOUN
fuelectenerg-670	100	3	focuses	focus	VERB
fuelectenerg-670	100	4	on	on	ADP
fuelectenerg-670	100	5	research	research	NOUN
fuelectenerg-670	100	6	and	and	CCONJ
fuelectenerg-670	100	7	implementation	implementation	NOUN
fuelectenerg-670	100	8	of	of	ADP
fuelectenerg-670	100	9	novel	novel	NOUN
fuelectenerg-670	100	10	,	,	PUNCT
fuelectenerg-670	100	11	on	on	ADP
fuelectenerg-670	100	12	-	-	PUNCT
fuelectenerg-670	100	13	the	the	DET
fuelectenerg-670	100	14	-	-	PUNCT
fuelectenerg-670	100	15	fly	fly	NOUN
fuelectenerg-670	100	16	algorithms	algorithm	NOUN
fuelectenerg-670	100	17	for	for	ADP
fuelectenerg-670	100	18	correcting	correct	VERB
fuelectenerg-670	100	19	geometrical	geometrical	ADJ
fuelectenerg-670	100	20	distortions	distortion	NOUN
fuelectenerg-670	100	21	in	in	ADP
fuelectenerg-670	100	22	video	video	NOUN
fuelectenerg-670	100	23	streams	stream	NOUN
fuelectenerg-670	100	24	on	on	ADP
fuelectenerg-670	100	25	different	different	ADJ
fuelectenerg-670	100	26	systems	system	NOUN
fuelectenerg-670	100	27	starting	start	VERB
fuelectenerg-670	100	28	from	from	ADP
fuelectenerg-670	100	29	regular	regular	ADJ
fuelectenerg-670	100	30	pcs	pc	NOUN
fuelectenerg-670	100	31	,	,	PUNCT
fuelectenerg-670	100	32	through	through	ADP
fuelectenerg-670	100	33	mobile	mobile	ADJ
fuelectenerg-670	100	34	devices	device	NOUN
fuelectenerg-670	100	35	ending	end	VERB
fuelectenerg-670	100	36	on	on	ADP
fuelectenerg-670	100	37	dsps	dsp	NOUN
fuelectenerg-670	100	38	and	and	CCONJ
fuelectenerg-670	100	39	fpgas	fpgas	NOUN
fuelectenerg-670	100	40	.	.	PUNCT
fuelectenerg-670	101	1	2.2	2.2	NUM
fuelectenerg-670	101	2	.	.	PUNCT
fuelectenerg-670	102	1	the	the	DET
fuelectenerg-670	102	2	algorithm	algorithm	NOUN
fuelectenerg-670	102	3	the	the	DET
fuelectenerg-670	102	4	equations	equation	NOUN
fuelectenerg-670	102	5	for	for	ADP
fuelectenerg-670	102	6	geometrical	geometrical	ADJ
fuelectenerg-670	102	7	distortion	distortion	NOUN
fuelectenerg-670	102	8	are	be	AUX
fuelectenerg-670	102	9	well	well	ADV
fuelectenerg-670	102	10	documented	document	VERB
fuelectenerg-670	102	11	and	and	CCONJ
fuelectenerg-670	102	12	they	they	PRON
fuelectenerg-670	102	13	are	be	AUX
fuelectenerg-670	102	14	as	as	ADV
fuelectenerg-670	102	15	old	old	ADJ
fuelectenerg-670	102	16	as	as	ADP
fuelectenerg-670	102	17	cartography	cartography	NOUN
fuelectenerg-670	102	18	.	.	PUNCT
fuelectenerg-670	103	1	the	the	DET
fuelectenerg-670	103	2	concept	concept	NOUN
fuelectenerg-670	103	3	of	of	ADP
fuelectenerg-670	103	4	the	the	DET
fuelectenerg-670	103	5	algorithm	algorithm	NOUN
fuelectenerg-670	103	6	is	be	AUX
fuelectenerg-670	103	7	how	how	SCONJ
fuelectenerg-670	103	8	to	to	PART
fuelectenerg-670	103	9	project	project	VERB
fuelectenerg-670	103	10	the	the	DET
fuelectenerg-670	103	11	sphere	sphere	NOUN
fuelectenerg-670	103	12	on	on	ADP
fuelectenerg-670	103	13	a	a	DET
fuelectenerg-670	103	14	planar	planar	ADJ
fuelectenerg-670	103	15	surface	surface	NOUN
fuelectenerg-670	103	16	.	.	PUNCT
fuelectenerg-670	104	1	this	this	PRON
fuelectenerg-670	104	2	may	may	AUX
fuelectenerg-670	104	3	be	be	AUX
fuelectenerg-670	104	4	happen	happen	VERB
fuelectenerg-670	104	5	only	only	ADV
fuelectenerg-670	104	6	using	use	VERB
fuelectenerg-670	104	7	the	the	DET
fuelectenerg-670	104	8	trigonometric	trigonometric	ADJ
fuelectenerg-670	104	9	functions	function	NOUN
fuelectenerg-670	104	10	as	as	SCONJ
fuelectenerg-670	104	11	it	it	PRON
fuelectenerg-670	104	12	is	be	AUX
fuelectenerg-670	104	13	presented	present	VERB
fuelectenerg-670	104	14	below	below	ADP
fuelectenerg-670	104	15	[	[	X
fuelectenerg-670	104	16	14	14	NUM
fuelectenerg-670	104	17	]	]	PUNCT
fuelectenerg-670	104	18	.	.	PUNCT
fuelectenerg-670	105	1	fig	fig	NOUN
fuelectenerg-670	105	2	.	.	PUNCT
fuelectenerg-670	106	1	6	6	NUM
fuelectenerg-670	106	2	set	set	NOUN
fuelectenerg-670	106	3	of	of	ADP
fuelectenerg-670	106	4	equations	equation	NOUN
fuelectenerg-670	106	5	to	to	PART
fuelectenerg-670	106	6	project	project	VERB
fuelectenerg-670	106	7	the	the	DET
fuelectenerg-670	106	8	sphere	sphere	NOUN
fuelectenerg-670	106	9	on	on	ADP
fuelectenerg-670	106	10	the	the	DET
fuelectenerg-670	106	11	planar	planar	ADJ
fuelectenerg-670	106	12	surface	surface	NOUN
fuelectenerg-670	106	13	[	[	X
fuelectenerg-670	106	14	16	16	NUM
fuelectenerg-670	106	15	]	]	SYM
fuelectenerg-670	106	16	172	172	NUM
fuelectenerg-670	106	17	a.	a.	NOUN
fuelectenerg-670	106	18	napieralski	napieralski	PROPN
fuelectenerg-670	106	19	et	et	PROPN
fuelectenerg-670	106	20	al	al	PROPN
fuelectenerg-670	106	21	.	.	PROPN
fuelectenerg-670	107	1	hence	hence	ADV
fuelectenerg-670	107	2	,	,	PUNCT
fuelectenerg-670	107	3	the	the	DET
fuelectenerg-670	107	4	algorithm	algorithm	NOUN
fuelectenerg-670	107	5	is	be	AUX
fuelectenerg-670	107	6	well	well	ADV
fuelectenerg-670	107	7	known	know	VERB
fuelectenerg-670	107	8	,	,	PUNCT
fuelectenerg-670	107	9	but	but	CCONJ
fuelectenerg-670	107	10	there	there	PRON
fuelectenerg-670	107	11	are	be	VERB
fuelectenerg-670	107	12	always	always	ADV
fuelectenerg-670	107	13	problems	problem	NOUN
fuelectenerg-670	107	14	with	with	ADP
fuelectenerg-670	107	15	hardware	hardware	NOUN
fuelectenerg-670	107	16	implementations	implementation	NOUN
fuelectenerg-670	107	17	of	of	ADP
fuelectenerg-670	107	18	the	the	DET
fuelectenerg-670	107	19	above	above	ADJ
fuelectenerg-670	107	20	set	set	NOUN
fuelectenerg-670	107	21	of	of	ADP
fuelectenerg-670	107	22	equations	equation	NOUN
fuelectenerg-670	107	23	.	.	PUNCT
fuelectenerg-670	108	1	for	for	ADP
fuelectenerg-670	108	2	a	a	DET
fuelectenerg-670	108	3	single	single	ADJ
fuelectenerg-670	108	4	image	image	NOUN
fuelectenerg-670	108	5	there	there	PRON
fuelectenerg-670	108	6	is	be	VERB
fuelectenerg-670	108	7	a	a	DET
fuelectenerg-670	108	8	plenty	plenty	NOUN
fuelectenerg-670	108	9	of	of	ADP
fuelectenerg-670	108	10	time	time	NOUN
fuelectenerg-670	108	11	to	to	PART
fuelectenerg-670	108	12	make	make	VERB
fuelectenerg-670	108	13	all	all	DET
fuelectenerg-670	108	14	the	the	DET
fuelectenerg-670	108	15	calculations	calculation	NOUN
fuelectenerg-670	108	16	and	and	CCONJ
fuelectenerg-670	108	17	present	present	VERB
fuelectenerg-670	108	18	the	the	DET
fuelectenerg-670	108	19	final	final	ADJ
fuelectenerg-670	108	20	corrected	correct	VERB
fuelectenerg-670	108	21	image	image	NOUN
fuelectenerg-670	108	22	.	.	PUNCT
fuelectenerg-670	109	1	the	the	DET
fuelectenerg-670	109	2	problem	problem	NOUN
fuelectenerg-670	109	3	arises	arise	VERB
fuelectenerg-670	109	4	when	when	SCONJ
fuelectenerg-670	109	5	we	we	PRON
fuelectenerg-670	109	6	would	would	AUX
fuelectenerg-670	109	7	like	like	VERB
fuelectenerg-670	109	8	to	to	PART
fuelectenerg-670	109	9	deal	deal	VERB
fuelectenerg-670	109	10	with	with	ADP
fuelectenerg-670	109	11	the	the	DET
fuelectenerg-670	109	12	high	high	ADJ
fuelectenerg-670	109	13	-	-	PUNCT
fuelectenerg-670	109	14	resolution	resolution	NOUN
fuelectenerg-670	109	15	video	video	NOUN
fuelectenerg-670	109	16	at	at	ADP
fuelectenerg-670	109	17	frame	frame	NOUN
fuelectenerg-670	109	18	rate	rate	NOUN
fuelectenerg-670	109	19	of	of	ADP
fuelectenerg-670	109	20	i.e.	i.e.	X
fuelectenerg-670	109	21	30	30	NUM
fuelectenerg-670	109	22	frames	frame	NOUN
fuelectenerg-670	109	23	per	per	ADP
fuelectenerg-670	109	24	second	second	NOUN
fuelectenerg-670	109	25	.	.	PUNCT
fuelectenerg-670	110	1	then	then	ADV
fuelectenerg-670	110	2	the	the	DET
fuelectenerg-670	110	3	power	power	NOUN
fuelectenerg-670	110	4	needed	need	VERB
fuelectenerg-670	110	5	to	to	PART
fuelectenerg-670	110	6	make	make	VERB
fuelectenerg-670	110	7	such	such	DET
fuelectenerg-670	110	8	a	a	DET
fuelectenerg-670	110	9	calculation	calculation	NOUN
fuelectenerg-670	110	10	is	be	AUX
fuelectenerg-670	110	11	rising	rise	VERB
fuelectenerg-670	110	12	proportionally	proportionally	ADV
fuelectenerg-670	110	13	to	to	ADP
fuelectenerg-670	110	14	the	the	DET
fuelectenerg-670	110	15	number	number	NOUN
fuelectenerg-670	110	16	of	of	ADP
fuelectenerg-670	110	17	frames	frame	NOUN
fuelectenerg-670	110	18	.	.	PUNCT
fuelectenerg-670	111	1	one	one	NUM
fuelectenerg-670	111	2	of	of	ADP
fuelectenerg-670	111	3	the	the	DET
fuelectenerg-670	111	4	biggest	big	ADJ
fuelectenerg-670	111	5	problems	problem	NOUN
fuelectenerg-670	111	6	is	be	AUX
fuelectenerg-670	111	7	the	the	DET
fuelectenerg-670	111	8	algorithm	algorithm	NOUN
fuelectenerg-670	111	9	itself	itself	PRON
fuelectenerg-670	111	10	and	and	CCONJ
fuelectenerg-670	111	11	the	the	DET
fuelectenerg-670	111	12	fact	fact	NOUN
fuelectenerg-670	111	13	that	that	SCONJ
fuelectenerg-670	111	14	it	it	PRON
fuelectenerg-670	111	15	uses	use	VERB
fuelectenerg-670	111	16	trigonometric	trigonometric	ADJ
fuelectenerg-670	111	17	functions	function	NOUN
fuelectenerg-670	111	18	.	.	PUNCT
fuelectenerg-670	112	1	if	if	SCONJ
fuelectenerg-670	112	2	we	we	PRON
fuelectenerg-670	112	3	make	make	VERB
fuelectenerg-670	112	4	a	a	DET
fuelectenerg-670	112	5	brief	brief	ADJ
fuelectenerg-670	112	6	calculation	calculation	NOUN
fuelectenerg-670	112	7	for	for	ADP
fuelectenerg-670	112	8	a	a	DET
fuelectenerg-670	112	9	hd	hd	NOUN
fuelectenerg-670	112	10	video	video	NOUN
fuelectenerg-670	112	11	we	we	PRON
fuelectenerg-670	112	12	need	need	VERB
fuelectenerg-670	112	13	to	to	PART
fuelectenerg-670	112	14	make	make	VERB
fuelectenerg-670	112	15	approximately	approximately	ADV
fuelectenerg-670	112	16	1920px	1920px	NOUN
fuelectenerg-670	112	17	*	*	PUNCT
fuelectenerg-670	112	18	1080px	1080px	NUM
fuelectenerg-670	112	19	*	*	SYM
fuelectenerg-670	112	20	30	30	NUM
fuelectenerg-670	112	21	frames	frame	NOUN
fuelectenerg-670	112	22	=	=	SYM
fuelectenerg-670	112	23	62	62	NUM
fuelectenerg-670	112	24	million	million	NUM
fuelectenerg-670	112	25	trigonometric	trigonometric	ADJ
fuelectenerg-670	112	26	calculations	calculation	NOUN
fuelectenerg-670	112	27	per	per	ADP
fuelectenerg-670	112	28	second	second	NOUN
fuelectenerg-670	112	29	.	.	PUNCT
fuelectenerg-670	113	1	in	in	ADP
fuelectenerg-670	113	2	principle	principle	NOUN
fuelectenerg-670	113	3	,	,	PUNCT
fuelectenerg-670	113	4	the	the	DET
fuelectenerg-670	113	5	following	follow	VERB
fuelectenerg-670	113	6	calculation	calculation	NOUN
fuelectenerg-670	113	7	for	for	ADP
fuelectenerg-670	113	8	each	each	DET
fuelectenerg-670	113	9	pixel	pixel	NOUN
fuelectenerg-670	113	10	has	have	VERB
fuelectenerg-670	113	11	to	to	PART
fuelectenerg-670	113	12	be	be	AUX
fuelectenerg-670	113	13	done	do	VERB
fuelectenerg-670	113	14	.	.	PUNCT
fuelectenerg-670	114	1	fig	fig	NOUN
fuelectenerg-670	114	2	.	.	PUNCT
fuelectenerg-670	115	1	7	7	NUM
fuelectenerg-670	115	2	block	block	NOUN
fuelectenerg-670	115	3	diagram	diagram	NOUN
fuelectenerg-670	115	4	of	of	ADP
fuelectenerg-670	115	5	geometrical	geometrical	ADJ
fuelectenerg-670	115	6	correction	correction	NOUN
fuelectenerg-670	115	7	system	system	NOUN
fuelectenerg-670	115	8	as	as	SCONJ
fuelectenerg-670	115	9	can	can	AUX
fuelectenerg-670	115	10	be	be	AUX
fuelectenerg-670	115	11	seen	see	VERB
fuelectenerg-670	115	12	on	on	ADP
fuelectenerg-670	115	13	the	the	DET
fuelectenerg-670	115	14	block	block	NOUN
fuelectenerg-670	115	15	diagram	diagram	NOUN
fuelectenerg-670	115	16	in	in	ADP
fuelectenerg-670	115	17	fig	fig	NOUN
fuelectenerg-670	115	18	.	.	PUNCT
fuelectenerg-670	116	1	7	7	NUM
fuelectenerg-670	116	2	,	,	PUNCT
fuelectenerg-670	116	3	there	there	PRON
fuelectenerg-670	116	4	is	be	VERB
fuelectenerg-670	116	5	a	a	DET
fuelectenerg-670	116	6	need	need	NOUN
fuelectenerg-670	116	7	to	to	PART
fuelectenerg-670	116	8	read	read	VERB
fuelectenerg-670	116	9	and	and	CCONJ
fuelectenerg-670	116	10	write	write	VERB
fuelectenerg-670	116	11	single	single	ADJ
fuelectenerg-670	116	12	pixels	pixel	NOUN
fuelectenerg-670	116	13	to	to	ADP
fuelectenerg-670	116	14	memory	memory	NOUN
fuelectenerg-670	116	15	.	.	PUNCT
fuelectenerg-670	117	1	using	use	VERB
fuelectenerg-670	117	2	conventional	conventional	ADJ
fuelectenerg-670	117	3	techniques	technique	NOUN
fuelectenerg-670	117	4	we	we	PRON
fuelectenerg-670	117	5	need	need	VERB
fuelectenerg-670	117	6	to	to	PART
fuelectenerg-670	117	7	access	access	VERB
fuelectenerg-670	117	8	external	external	ADJ
fuelectenerg-670	117	9	memory	memory	NOUN
fuelectenerg-670	117	10	index	index	NOUN
fuelectenerg-670	117	11	by	by	ADP
fuelectenerg-670	117	12	index	index	NOUN
fuelectenerg-670	117	13	in	in	ADP
fuelectenerg-670	117	14	the	the	DET
fuelectenerg-670	117	15	way	way	NOUN
fuelectenerg-670	117	16	given	give	VERB
fuelectenerg-670	117	17	as	as	ADP
fuelectenerg-670	117	18	a	a	DET
fuelectenerg-670	117	19	result	result	NOUN
fuelectenerg-670	117	20	of	of	ADP
fuelectenerg-670	117	21	trigonometric	trigonometric	ADJ
fuelectenerg-670	117	22	calculation	calculation	NOUN
fuelectenerg-670	117	23	.	.	PUNCT
fuelectenerg-670	118	1	thus	thus	ADV
fuelectenerg-670	118	2	,	,	PUNCT
fuelectenerg-670	118	3	the	the	DET
fuelectenerg-670	118	4	access	access	NOUN
fuelectenerg-670	118	5	time	time	NOUN
fuelectenerg-670	118	6	to	to	ADP
fuelectenerg-670	118	7	memory	memory	NOUN
fuelectenerg-670	118	8	cell	cell	NOUN
fuelectenerg-670	118	9	plays	play	VERB
fuelectenerg-670	118	10	the	the	DET
fuelectenerg-670	118	11	major	major	ADJ
fuelectenerg-670	118	12	role	role	NOUN
fuelectenerg-670	118	13	.	.	PUNCT
fuelectenerg-670	119	1	we	we	PRON
fuelectenerg-670	119	2	can	can	AUX
fuelectenerg-670	119	3	use	use	VERB
fuelectenerg-670	119	4	faster	fast	ADJ
fuelectenerg-670	119	5	memories	memory	NOUN
fuelectenerg-670	119	6	like	like	ADP
fuelectenerg-670	119	7	ddr5	ddr5	NOUN
fuelectenerg-670	119	8	or	or	CCONJ
fuelectenerg-670	119	9	even	even	ADV
fuelectenerg-670	119	10	on	on	ADP
fuelectenerg-670	119	11	-	-	PUNCT
fuelectenerg-670	119	12	chip	chip	NOUN
fuelectenerg-670	119	13	sram	sram	NOUN
fuelectenerg-670	119	14	(	(	PUNCT
fuelectenerg-670	119	15	cache	cache	PROPN
fuelectenerg-670	119	16	)	)	PUNCT
fuelectenerg-670	119	17	,	,	PUNCT
fuelectenerg-670	119	18	but	but	CCONJ
fuelectenerg-670	119	19	it	it	PRON
fuelectenerg-670	119	20	is	be	AUX
fuelectenerg-670	119	21	an	an	DET
fuelectenerg-670	119	22	expensive	expensive	ADJ
fuelectenerg-670	119	23	solution	solution	NOUN
fuelectenerg-670	119	24	.	.	PUNCT
fuelectenerg-670	120	1	2.3	2.3	NUM
fuelectenerg-670	120	2	sample	sample	NOUN
fuelectenerg-670	120	3	implementation	implementation	NOUN
fuelectenerg-670	120	4	in	in	ADP
fuelectenerg-670	120	5	the	the	DET
fuelectenerg-670	120	6	first	first	ADJ
fuelectenerg-670	120	7	attempt	attempt	NOUN
fuelectenerg-670	120	8	,	,	PUNCT
fuelectenerg-670	120	9	we	we	PRON
fuelectenerg-670	120	10	built	build	VERB
fuelectenerg-670	120	11	a	a	DET
fuelectenerg-670	120	12	system	system	NOUN
fuelectenerg-670	120	13	based	base	VERB
fuelectenerg-670	120	14	on	on	ADP
fuelectenerg-670	120	15	xilinx	xilinx	PROPN
fuelectenerg-670	120	16	spartan	spartan	PROPN
fuelectenerg-670	120	17	vi	vi	PROPN
fuelectenerg-670	120	18	fpga	fpga	PROPN
fuelectenerg-670	120	19	chip	chip	NOUN
fuelectenerg-670	120	20	and	and	CCONJ
fuelectenerg-670	120	21	the	the	DET
fuelectenerg-670	120	22	aptina	aptina	NOUN
fuelectenerg-670	120	23	mt9p031	mt9p031	PROPN
fuelectenerg-670	120	24	image	image	NOUN
fuelectenerg-670	120	25	sensor	sensor	NOUN
fuelectenerg-670	120	26	equipped	equip	VERB
fuelectenerg-670	120	27	with	with	ADP
fuelectenerg-670	120	28	fisheye	fisheye	ADJ
fuelectenerg-670	120	29	lens	len	NOUN
fuelectenerg-670	120	30	.	.	PUNCT
fuelectenerg-670	121	1	the	the	DET
fuelectenerg-670	121	2	photo	photo	NOUN
fuelectenerg-670	121	3	of	of	ADP
fuelectenerg-670	121	4	the	the	DET
fuelectenerg-670	121	5	system	system	NOUN
fuelectenerg-670	121	6	is	be	AUX
fuelectenerg-670	121	7	presented	present	VERB
fuelectenerg-670	121	8	below	below	ADP
fuelectenerg-670	121	9	.	.	PUNCT
fuelectenerg-670	122	1	fig	fig	NOUN
fuelectenerg-670	122	2	.	.	PUNCT
fuelectenerg-670	123	1	8	8	NUM
fuelectenerg-670	123	2	photo	photo	NOUN
fuelectenerg-670	123	3	of	of	ADP
fuelectenerg-670	123	4	the	the	DET
fuelectenerg-670	123	5	real	real	ADJ
fuelectenerg-670	123	6	system	system	NOUN
fuelectenerg-670	123	7	image	image	NOUN
fuelectenerg-670	123	8	and	and	CCONJ
fuelectenerg-670	123	9	video	video	NOUN
fuelectenerg-670	123	10	processing	processing	NOUN
fuelectenerg-670	123	11	with	with	ADP
fuelectenerg-670	123	12	fpga	fpga	PROPN
fuelectenerg-670	123	13	support	support	NOUN
fuelectenerg-670	123	14	used	use	VERB
fuelectenerg-670	123	15	for	for	ADP
fuelectenerg-670	123	16	biometric	biometric	ADJ
fuelectenerg-670	123	17	as	as	ADV
fuelectenerg-670	123	18	well	well	ADV
fuelectenerg-670	123	19	as	as	ADP
fuelectenerg-670	123	20	other	other	ADJ
fuelectenerg-670	123	21	applications	application	NOUN
fuelectenerg-670	123	22	173	173	NUM
fuelectenerg-670	123	23	the	the	DET
fuelectenerg-670	123	24	internal	internal	ADJ
fuelectenerg-670	123	25	structure	structure	NOUN
fuelectenerg-670	123	26	of	of	ADP
fuelectenerg-670	123	27	the	the	DET
fuelectenerg-670	123	28	image	image	NOUN
fuelectenerg-670	123	29	sensor	sensor	NOUN
fuelectenerg-670	123	30	is	be	AUX
fuelectenerg-670	123	31	presented	present	VERB
fuelectenerg-670	123	32	below	below	ADV
fuelectenerg-670	123	33	.	.	PUNCT
fuelectenerg-670	124	1	one	one	PRON
fuelectenerg-670	124	2	can	can	AUX
fuelectenerg-670	124	3	see	see	VERB
fuelectenerg-670	124	4	that	that	SCONJ
fuelectenerg-670	124	5	the	the	DET
fuelectenerg-670	124	6	resolution	resolution	NOUN
fuelectenerg-670	124	7	of	of	ADP
fuelectenerg-670	124	8	camera	camera	NOUN
fuelectenerg-670	124	9	is	be	AUX
fuelectenerg-670	124	10	5	5	NUM
fuelectenerg-670	124	11	megapixels	megapixel	NOUN
fuelectenerg-670	124	12	,	,	PUNCT
fuelectenerg-670	124	13	thus	thus	ADV
fuelectenerg-670	124	14	even	even	ADV
fuelectenerg-670	124	15	higher	high	ADJ
fuelectenerg-670	124	16	than	than	ADP
fuelectenerg-670	124	17	the	the	DET
fuelectenerg-670	124	18	hd	hd	NOUN
fuelectenerg-670	124	19	image	image	NOUN
fuelectenerg-670	124	20	described	describe	VERB
fuelectenerg-670	124	21	above	above	ADV
fuelectenerg-670	124	22	.	.	PUNCT
fuelectenerg-670	125	1	fig	fig	NOUN
fuelectenerg-670	125	2	.	.	PUNCT
fuelectenerg-670	126	1	9	9	NUM
fuelectenerg-670	126	2	image	image	NOUN
fuelectenerg-670	126	3	sensor	sensor	NOUN
fuelectenerg-670	126	4	mt9p031	mt9p031	PROPN
fuelectenerg-670	126	5	internal	internal	ADJ
fuelectenerg-670	126	6	architecture	architecture	NOUN
fuelectenerg-670	126	7	[	[	X
fuelectenerg-670	126	8	from	from	ADP
fuelectenerg-670	126	9	aptina	aptina	PROPN
fuelectenerg-670	126	10	documentation	documentation	PROPN
fuelectenerg-670	126	11	]	]	PUNCT
fuelectenerg-670	126	12	we	we	PRON
fuelectenerg-670	126	13	designed	design	VERB
fuelectenerg-670	126	14	and	and	CCONJ
fuelectenerg-670	126	15	then	then	ADV
fuelectenerg-670	126	16	implemented	implement	VERB
fuelectenerg-670	126	17	the	the	DET
fuelectenerg-670	126	18	correction	correction	NOUN
fuelectenerg-670	126	19	algorithm	algorithm	NOUN
fuelectenerg-670	126	20	[	[	X
fuelectenerg-670	126	21	15	15	NUM
fuelectenerg-670	126	22	]	]	PUNCT
fuelectenerg-670	126	23	,	,	PUNCT
fuelectenerg-670	126	24	[	[	X
fuelectenerg-670	126	25	16	16	NUM
fuelectenerg-670	126	26	]	]	PUNCT
fuelectenerg-670	126	27	.	.	PUNCT
fuelectenerg-670	127	1	the	the	DET
fuelectenerg-670	127	2	internal	internal	ADJ
fuelectenerg-670	127	3	block	block	NOUN
fuelectenerg-670	127	4	architecture	architecture	NOUN
fuelectenerg-670	127	5	is	be	AUX
fuelectenerg-670	127	6	presented	present	VERB
fuelectenerg-670	127	7	below	below	ADV
fuelectenerg-670	127	8	.	.	PUNCT
fuelectenerg-670	128	1	the	the	DET
fuelectenerg-670	128	2	system	system	NOUN
fuelectenerg-670	128	3	contains	contain	VERB
fuelectenerg-670	128	4	four	four	NUM
fuelectenerg-670	128	5	main	main	ADJ
fuelectenerg-670	128	6	parts	part	NOUN
fuelectenerg-670	128	7	:	:	PUNCT
fuelectenerg-670	128	8			NUM
fuelectenerg-670	128	9	the	the	DET
fuelectenerg-670	128	10	front	front	ADJ
fuelectenerg-670	128	11	-	-	PUNCT
fuelectenerg-670	128	12	end	end	NOUN
fuelectenerg-670	128	13	frame	frame	NOUN
fuelectenerg-670	128	14	grabber	grabber	NOUN
fuelectenerg-670	128	15	which	which	PRON
fuelectenerg-670	128	16	acquires	acquire	VERB
fuelectenerg-670	128	17	the	the	DET
fuelectenerg-670	128	18	image	image	NOUN
fuelectenerg-670	128	19	data	datum	NOUN
fuelectenerg-670	128	20	from	from	ADP
fuelectenerg-670	128	21	sensor	sensor	NOUN
fuelectenerg-670	128	22	and	and	CCONJ
fuelectenerg-670	128	23	forms	form	VERB
fuelectenerg-670	128	24	information	information	NOUN
fuelectenerg-670	128	25	about	about	ADP
fuelectenerg-670	128	26	the	the	DET
fuelectenerg-670	128	27	pixels	pixel	NOUN
fuelectenerg-670	128	28	for	for	ADP
fuelectenerg-670	128	29	further	further	ADJ
fuelectenerg-670	128	30	processing	processing	NOUN
fuelectenerg-670	128	31	,	,	PUNCT
fuelectenerg-670	128	32			VERB
fuelectenerg-670	128	33	the	the	DET
fuelectenerg-670	128	34	demosaicer	demosaicer	NOUN
fuelectenerg-670	128	35	which	which	PRON
fuelectenerg-670	128	36	recalculates	recalculate	VERB
fuelectenerg-670	128	37	the	the	DET
fuelectenerg-670	128	38	bayer	bayer	PROPN
fuelectenerg-670	128	39	subpixels	subpixel	NOUN
fuelectenerg-670	128	40	and	and	CCONJ
fuelectenerg-670	128	41	forms	form	VERB
fuelectenerg-670	128	42	rgb	rgb	PROPN
fuelectenerg-670	128	43	pixels	pixel	NOUN
fuelectenerg-670	128	44	,	,	PUNCT
fuelectenerg-670	128	45			VERB
fuelectenerg-670	128	46	the	the	DET
fuelectenerg-670	128	47	datamover	datamover	ADJ
fuelectenerg-670	128	48	state	state	NOUN
fuelectenerg-670	128	49	machine	machine	NOUN
fuelectenerg-670	128	50	which	which	PRON
fuelectenerg-670	128	51	is	be	AUX
fuelectenerg-670	128	52	responsible	responsible	ADJ
fuelectenerg-670	128	53	for	for	ADP
fuelectenerg-670	128	54	running	run	VERB
fuelectenerg-670	128	55	the	the	DET
fuelectenerg-670	128	56	correction	correction	NOUN
fuelectenerg-670	128	57	algorithm	algorithm	NOUN
fuelectenerg-670	128	58	and	and	CCONJ
fuelectenerg-670	128	59	performing	perform	VERB
fuelectenerg-670	128	60	the	the	DET
fuelectenerg-670	128	61	transfer	transfer	NOUN
fuelectenerg-670	128	62	of	of	ADP
fuelectenerg-670	128	63	pixels	pixel	NOUN
fuelectenerg-670	128	64	from	from	ADP
fuelectenerg-670	128	65	the	the	DET
fuelectenerg-670	128	66	input	input	NOUN
fuelectenerg-670	128	67	image	image	NOUN
fuelectenerg-670	128	68	to	to	ADP
fuelectenerg-670	128	69	the	the	DET
fuelectenerg-670	128	70	output	output	NOUN
fuelectenerg-670	128	71	buffer	buffer	NOUN
fuelectenerg-670	128	72	,	,	PUNCT
fuelectenerg-670	128	73			VERB
fuelectenerg-670	128	74	the	the	DET
fuelectenerg-670	128	75	axi	axi	PROPN
fuelectenerg-670	128	76	datamover	datamover	PROPN
fuelectenerg-670	128	77	which	which	PRON
fuelectenerg-670	128	78	is	be	AUX
fuelectenerg-670	128	79	used	use	VERB
fuelectenerg-670	128	80	to	to	PART
fuelectenerg-670	128	81	store	store	VERB
fuelectenerg-670	128	82	pixel	pixel	NOUN
fuelectenerg-670	128	83	data	datum	NOUN
fuelectenerg-670	128	84	in	in	ADP
fuelectenerg-670	128	85	ram	ram	NOUN
fuelectenerg-670	128	86	memory	memory	NOUN
fuelectenerg-670	128	87	through	through	ADP
fuelectenerg-670	128	88	axi	axi	NOUN
fuelectenerg-670	128	89	bus	bus	NOUN
fuelectenerg-670	128	90	.	.	PUNCT
fuelectenerg-670	129	1	fig	fig	NOUN
fuelectenerg-670	129	2	.	.	PUNCT
fuelectenerg-670	130	1	10	10	NUM
fuelectenerg-670	130	2	correction	correction	NOUN
fuelectenerg-670	130	3	system	system	NOUN
fuelectenerg-670	130	4	internal	internal	ADJ
fuelectenerg-670	130	5	architecture	architecture	NOUN
fuelectenerg-670	130	6	[	[	X
fuelectenerg-670	130	7	7	7	X
fuelectenerg-670	130	8	]	]	X
fuelectenerg-670	130	9	the	the	DET
fuelectenerg-670	130	10	main	main	ADJ
fuelectenerg-670	130	11	performance	performance	NOUN
fuelectenerg-670	130	12	limit	limit	NOUN
fuelectenerg-670	130	13	of	of	ADP
fuelectenerg-670	130	14	the	the	DET
fuelectenerg-670	130	15	above	above	ADJ
fuelectenerg-670	130	16	structure	structure	NOUN
fuelectenerg-670	130	17	is	be	AUX
fuelectenerg-670	130	18	the	the	DET
fuelectenerg-670	130	19	memory	memory	NOUN
fuelectenerg-670	130	20	access	access	NOUN
fuelectenerg-670	130	21	time	time	NOUN
fuelectenerg-670	130	22	.	.	PUNCT
fuelectenerg-670	131	1	the	the	DET
fuelectenerg-670	131	2	current	current	ADJ
fuelectenerg-670	131	3	research	research	NOUN
fuelectenerg-670	131	4	is	be	AUX
fuelectenerg-670	131	5	focused	focus	VERB
fuelectenerg-670	131	6	on	on	ADP
fuelectenerg-670	131	7	this	this	DET
fuelectenerg-670	131	8	issue	issue	NOUN
fuelectenerg-670	131	9	.	.	PUNCT
fuelectenerg-670	132	1	2.4	2.4	NUM
fuelectenerg-670	132	2	results	result	NOUN
fuelectenerg-670	132	3	as	as	SCONJ
fuelectenerg-670	132	4	it	it	PRON
fuelectenerg-670	132	5	was	be	AUX
fuelectenerg-670	132	6	described	describe	VERB
fuelectenerg-670	132	7	in	in	ADP
fuelectenerg-670	132	8	[	[	X
fuelectenerg-670	132	9	15	15	NUM
fuelectenerg-670	132	10	]	]	PUNCT
fuelectenerg-670	132	11	,	,	PUNCT
fuelectenerg-670	132	12	currently	currently	ADV
fuelectenerg-670	132	13	we	we	PRON
fuelectenerg-670	132	14	are	be	AUX
fuelectenerg-670	132	15	able	able	ADJ
fuelectenerg-670	132	16	to	to	PART
fuelectenerg-670	132	17	deal	deal	VERB
fuelectenerg-670	132	18	with	with	ADP
fuelectenerg-670	132	19	3	3	NUM
fuelectenerg-670	132	20	-	-	SYM
fuelectenerg-670	132	21	4	4	NUM
fuelectenerg-670	132	22	frames	frame	NOUN
fuelectenerg-670	132	23	per	per	ADP
fuelectenerg-670	132	24	second	second	NOUN
fuelectenerg-670	132	25	with	with	ADP
fuelectenerg-670	132	26	hd	hd	NOUN
fuelectenerg-670	132	27	resolution	resolution	NOUN
fuelectenerg-670	132	28	(	(	PUNCT
fuelectenerg-670	132	29	720p	720p	NOUN
fuelectenerg-670	132	30	)	)	PUNCT
fuelectenerg-670	132	31	.	.	PUNCT
fuelectenerg-670	133	1	the	the	DET
fuelectenerg-670	133	2	current	current	ADJ
fuelectenerg-670	133	3	research	research	NOUN
fuelectenerg-670	133	4	is	be	AUX
fuelectenerg-670	133	5	conducted	conduct	VERB
fuelectenerg-670	133	6	to	to	PART
fuelectenerg-670	133	7	increase	increase	VERB
fuelectenerg-670	133	8	the	the	DET
fuelectenerg-670	133	9	number	number	NOUN
fuelectenerg-670	133	10	of	of	ADP
fuelectenerg-670	133	11	frames	frame	NOUN
fuelectenerg-670	133	12	which	which	PRON
fuelectenerg-670	133	13	can	can	AUX
fuelectenerg-670	133	14	be	be	AUX
fuelectenerg-670	133	15	processed	process	VERB
fuelectenerg-670	133	16	simultaneously	simultaneously	ADV
fuelectenerg-670	133	17	.	.	PUNCT
fuelectenerg-670	134	1	meantime	meantime	ADV
fuelectenerg-670	134	2	,	,	PUNCT
fuelectenerg-670	134	3	we	we	PRON
fuelectenerg-670	134	4	developed	develop	VERB
fuelectenerg-670	134	5	opengl	opengl	NOUN
fuelectenerg-670	134	6	shader	shader	NOUN
fuelectenerg-670	134	7	programs	program	NOUN
fuelectenerg-670	134	8	,	,	PUNCT
fuelectenerg-670	134	9	which	which	PRON
fuelectenerg-670	134	10	allowed	allow	VERB
fuelectenerg-670	134	11	us	we	PRON
fuelectenerg-670	134	12	to	to	PART
fuelectenerg-670	134	13	build	build	VERB
fuelectenerg-670	134	14	a	a	DET
fuelectenerg-670	134	15	web	web	NOUN
fuelectenerg-670	134	16	-	-	PUNCT
fuelectenerg-670	134	17	based	base	VERB
fuelectenerg-670	134	18	tool	tool	NOUN
fuelectenerg-670	134	19	for	for	ADP
fuelectenerg-670	134	20	image	image	NOUN
fuelectenerg-670	134	21	and	and	CCONJ
fuelectenerg-670	134	22	video	video	NOUN
fuelectenerg-670	134	23	correction	correction	NOUN
fuelectenerg-670	134	24	174	174	NUM
fuelectenerg-670	134	25	a.	a.	NOUN
fuelectenerg-670	134	26	napieralski	napieralski	PROPN
fuelectenerg-670	134	27	et	et	PROPN
fuelectenerg-670	134	28	al	al	PROPN
fuelectenerg-670	134	29	.	.	PROPN
fuelectenerg-670	135	1	which	which	PRON
fuelectenerg-670	135	2	can	can	AUX
fuelectenerg-670	135	3	be	be	AUX
fuelectenerg-670	135	4	accessed	access	VERB
fuelectenerg-670	135	5	online	online	ADV
fuelectenerg-670	135	6	.	.	PUNCT
fuelectenerg-670	136	1	using	use	VERB
fuelectenerg-670	136	2	powerful	powerful	ADJ
fuelectenerg-670	136	3	machines	machine	NOUN
fuelectenerg-670	136	4	equipped	equip	VERB
fuelectenerg-670	136	5	with	with	ADP
fuelectenerg-670	136	6	high	high	ADJ
fuelectenerg-670	136	7	-	-	PUNCT
fuelectenerg-670	136	8	performance	performance	NOUN
fuelectenerg-670	136	9	graphic	graphic	ADJ
fuelectenerg-670	136	10	cards	card	NOUN
fuelectenerg-670	136	11	,	,	PUNCT
fuelectenerg-670	136	12	we	we	PRON
fuelectenerg-670	136	13	can	can	AUX
fuelectenerg-670	136	14	deal	deal	VERB
fuelectenerg-670	136	15	with	with	ADP
fuelectenerg-670	136	16	medium	medium	ADJ
fuelectenerg-670	136	17	-	-	PUNCT
fuelectenerg-670	136	18	resolution	resolution	NOUN
fuelectenerg-670	136	19	video	video	NOUN
fuelectenerg-670	136	20	sequences	sequence	NOUN
fuelectenerg-670	136	21	.	.	PUNCT
fuelectenerg-670	137	1	however	however	ADV
fuelectenerg-670	137	2	,	,	PUNCT
fuelectenerg-670	137	3	we	we	PRON
fuelectenerg-670	137	4	are	be	AUX
fuelectenerg-670	137	5	looking	look	VERB
fuelectenerg-670	137	6	for	for	ADP
fuelectenerg-670	137	7	more	more	ADV
fuelectenerg-670	137	8	efficient	efficient	ADJ
fuelectenerg-670	137	9	algorithms	algorithm	NOUN
fuelectenerg-670	137	10	which	which	PRON
fuelectenerg-670	137	11	can	can	AUX
fuelectenerg-670	137	12	be	be	AUX
fuelectenerg-670	137	13	used	use	VERB
fuelectenerg-670	137	14	with	with	ADP
fuelectenerg-670	137	15	cheaper	cheap	ADJ
fuelectenerg-670	137	16	devices	device	NOUN
fuelectenerg-670	137	17	.	.	PUNCT
fuelectenerg-670	138	1	moreover	moreover	ADV
fuelectenerg-670	138	2	,	,	PUNCT
fuelectenerg-670	138	3	we	we	PRON
fuelectenerg-670	138	4	designed	design	VERB
fuelectenerg-670	138	5	the	the	DET
fuelectenerg-670	138	6	implementation	implementation	NOUN
fuelectenerg-670	138	7	of	of	ADP
fuelectenerg-670	138	8	geometrical	geometrical	ADJ
fuelectenerg-670	138	9	distortion	distortion	NOUN
fuelectenerg-670	138	10	algorithm	algorithm	NOUN
fuelectenerg-670	138	11	for	for	ADP
fuelectenerg-670	138	12	android	android	PROPN
fuelectenerg-670	138	13	os	os	PROPN
fuelectenerg-670	138	14	.	.	PUNCT
fuelectenerg-670	139	1	the	the	DET
fuelectenerg-670	139	2	preliminary	preliminary	ADJ
fuelectenerg-670	139	3	results	result	NOUN
fuelectenerg-670	139	4	show	show	VERB
fuelectenerg-670	139	5	that	that	SCONJ
fuelectenerg-670	139	6	we	we	PRON
fuelectenerg-670	139	7	can	can	AUX
fuelectenerg-670	139	8	process	process	VERB
fuelectenerg-670	139	9	2	2	NUM
fuelectenerg-670	139	10	-	-	SYM
fuelectenerg-670	139	11	3	3	NUM
fuelectenerg-670	139	12	frames	frame	NOUN
fuelectenerg-670	139	13	per	per	ADP
fuelectenerg-670	139	14	second	second	NOUN
fuelectenerg-670	139	15	with	with	ADP
fuelectenerg-670	139	16	hd	hd	NOUN
fuelectenerg-670	139	17	resolution	resolution	NOUN
fuelectenerg-670	139	18	using	use	VERB
fuelectenerg-670	139	19	one	one	NUM
fuelectenerg-670	139	20	core	core	NOUN
fuelectenerg-670	139	21	of	of	ADP
fuelectenerg-670	139	22	a	a	DET
fuelectenerg-670	139	23	mobile	mobile	ADJ
fuelectenerg-670	139	24	arm	arm	NOUN
fuelectenerg-670	139	25	cpu	cpu	NOUN
fuelectenerg-670	139	26	.	.	PUNCT
fuelectenerg-670	140	1	when	when	SCONJ
fuelectenerg-670	140	2	we	we	PRON
fuelectenerg-670	140	3	decrease	decrease	VERB
fuelectenerg-670	140	4	the	the	DET
fuelectenerg-670	140	5	resolution	resolution	NOUN
fuelectenerg-670	140	6	we	we	PRON
fuelectenerg-670	140	7	can	can	AUX
fuelectenerg-670	140	8	deal	deal	VERB
fuelectenerg-670	140	9	with	with	ADP
fuelectenerg-670	140	10	a	a	DET
fuelectenerg-670	140	11	higher	high	ADJ
fuelectenerg-670	140	12	frame	frame	NOUN
fuelectenerg-670	140	13	rate	rate	NOUN
fuelectenerg-670	140	14	.	.	PUNCT
fuelectenerg-670	141	1	fig	fig	NOUN
fuelectenerg-670	141	2	.	.	PUNCT
fuelectenerg-670	142	1	11	11	NUM
fuelectenerg-670	142	2	snapshot	snapshot	NOUN
fuelectenerg-670	142	3	of	of	ADP
fuelectenerg-670	142	4	web	web	NOUN
fuelectenerg-670	142	5	-	-	PUNCT
fuelectenerg-670	142	6	based	base	VERB
fuelectenerg-670	142	7	implementation	implementation	NOUN
fuelectenerg-670	142	8	of	of	ADP
fuelectenerg-670	142	9	fisheye	fisheye	ADJ
fuelectenerg-670	142	10	lens	lens	NOUN
fuelectenerg-670	142	11	geometrical	geometrical	ADJ
fuelectenerg-670	142	12	correction	correction	NOUN
fuelectenerg-670	142	13	algorithm	algorithm	VERB
fuelectenerg-670	142	14	a	a	DET
fuelectenerg-670	142	15	sample	sample	NOUN
fuelectenerg-670	142	16	screenshot	screenshot	NOUN
fuelectenerg-670	142	17	from	from	ADP
fuelectenerg-670	142	18	the	the	DET
fuelectenerg-670	142	19	web	web	NOUN
fuelectenerg-670	142	20	-	-	PUNCT
fuelectenerg-670	142	21	based	base	VERB
fuelectenerg-670	142	22	application	application	NOUN
fuelectenerg-670	142	23	is	be	AUX
fuelectenerg-670	142	24	presented	present	VERB
fuelectenerg-670	142	25	in	in	ADP
fuelectenerg-670	142	26	fig	fig	NOUN
fuelectenerg-670	142	27	.	.	PUNCT
fuelectenerg-670	143	1	11	11	NUM
fuelectenerg-670	143	2	below	below	ADV
fuelectenerg-670	143	3	.	.	PUNCT
fuelectenerg-670	144	1	on	on	ADP
fuelectenerg-670	144	2	the	the	DET
fuelectenerg-670	144	3	left	left	ADJ
fuelectenerg-670	144	4	panel	panel	NOUN
fuelectenerg-670	144	5	the	the	DET
fuelectenerg-670	144	6	fisheye	fisheye	ADJ
fuelectenerg-670	144	7	image	image	NOUN
fuelectenerg-670	144	8	is	be	AUX
fuelectenerg-670	144	9	presented	present	VERB
fuelectenerg-670	144	10	.	.	PUNCT
fuelectenerg-670	145	1	the	the	DET
fuelectenerg-670	145	2	yellow	yellow	ADJ
fuelectenerg-670	145	3	dots	dot	NOUN
fuelectenerg-670	145	4	show	show	VERB
fuelectenerg-670	145	5	the	the	DET
fuelectenerg-670	145	6	image	image	NOUN
fuelectenerg-670	145	7	being	be	AUX
fuelectenerg-670	145	8	processed	process	VERB
fuelectenerg-670	145	9	.	.	PUNCT
fuelectenerg-670	146	1	the	the	DET
fuelectenerg-670	146	2	right	right	ADJ
fuelectenerg-670	146	3	panel	panel	NOUN
fuelectenerg-670	146	4	presents	present	VERB
fuelectenerg-670	146	5	the	the	DET
fuelectenerg-670	146	6	corrected	correct	VERB
fuelectenerg-670	146	7	image	image	NOUN
fuelectenerg-670	146	8	using	use	VERB
fuelectenerg-670	146	9	our	our	PRON
fuelectenerg-670	146	10	implementation	implementation	NOUN
fuelectenerg-670	146	11	of	of	ADP
fuelectenerg-670	146	12	the	the	DET
fuelectenerg-670	146	13	algorithm	algorithm	NOUN
fuelectenerg-670	146	14	.	.	PUNCT
fuelectenerg-670	147	1	2.5	2.5	NUM
fuelectenerg-670	147	2	.	.	PUNCT
fuelectenerg-670	148	1	summary	summary	VERB
fuelectenerg-670	148	2	the	the	DET
fuelectenerg-670	148	3	correction	correction	NOUN
fuelectenerg-670	148	4	of	of	ADP
fuelectenerg-670	148	5	geometrical	geometrical	ADJ
fuelectenerg-670	148	6	distortion	distortion	NOUN
fuelectenerg-670	148	7	is	be	AUX
fuelectenerg-670	148	8	a	a	DET
fuelectenerg-670	148	9	very	very	ADV
fuelectenerg-670	148	10	old	old	ADJ
fuelectenerg-670	148	11	problem	problem	NOUN
fuelectenerg-670	148	12	,	,	PUNCT
fuelectenerg-670	148	13	which	which	PRON
fuelectenerg-670	148	14	was	be	AUX
fuelectenerg-670	148	15	not	not	PART
fuelectenerg-670	148	16	solved	solve	VERB
fuelectenerg-670	148	17	efficiently	efficiently	ADV
fuelectenerg-670	148	18	until	until	ADP
fuelectenerg-670	148	19	now	now	ADV
fuelectenerg-670	148	20	.	.	PUNCT
fuelectenerg-670	149	1	the	the	DET
fuelectenerg-670	149	2	algorithms	algorithms	NOUN
fuelectenerg-670	149	3	base	base	NOUN
fuelectenerg-670	149	4	on	on	ADP
fuelectenerg-670	149	5	trigonometric	trigonometric	ADJ
fuelectenerg-670	149	6	functions	function	NOUN
fuelectenerg-670	149	7	,	,	PUNCT
fuelectenerg-670	149	8	thus	thus	ADV
fuelectenerg-670	149	9	it	it	PRON
fuelectenerg-670	149	10	consumes	consume	VERB
fuelectenerg-670	149	11	a	a	DET
fuelectenerg-670	149	12	substantial	substantial	ADJ
fuelectenerg-670	149	13	time	time	NOUN
fuelectenerg-670	149	14	and	and	CCONJ
fuelectenerg-670	149	15	energy	energy	NOUN
fuelectenerg-670	149	16	to	to	PART
fuelectenerg-670	149	17	make	make	VERB
fuelectenerg-670	149	18	the	the	DET
fuelectenerg-670	149	19	computation	computation	NOUN
fuelectenerg-670	149	20	.	.	PUNCT
fuelectenerg-670	150	1	during	during	ADP
fuelectenerg-670	150	2	the	the	DET
fuelectenerg-670	150	3	image	image	NOUN
fuelectenerg-670	150	4	/	/	SYM
fuelectenerg-670	150	5	video	video	NOUN
fuelectenerg-670	150	6	processing	processing	NOUN
fuelectenerg-670	150	7	there	there	PRON
fuelectenerg-670	150	8	is	be	VERB
fuelectenerg-670	150	9	a	a	DET
fuelectenerg-670	150	10	need	need	NOUN
fuelectenerg-670	150	11	to	to	PART
fuelectenerg-670	150	12	have	have	AUX
fuelectenerg-670	150	13	access	access	NOUN
fuelectenerg-670	150	14	to	to	ADP
fuelectenerg-670	150	15	random	random	ADJ
fuelectenerg-670	150	16	indices	index	NOUN
fuelectenerg-670	150	17	in	in	ADP
fuelectenerg-670	150	18	the	the	DET
fuelectenerg-670	150	19	memory	memory	NOUN
fuelectenerg-670	150	20	so	so	SCONJ
fuelectenerg-670	150	21	the	the	DET
fuelectenerg-670	150	22	burst	burst	ADJ
fuelectenerg-670	150	23	mode	mode	NOUN
fuelectenerg-670	150	24	of	of	ADP
fuelectenerg-670	150	25	modern	modern	ADJ
fuelectenerg-670	150	26	memory	memory	NOUN
fuelectenerg-670	150	27	systems	system	NOUN
fuelectenerg-670	150	28	can	can	AUX
fuelectenerg-670	150	29	not	not	PART
fuelectenerg-670	150	30	be	be	AUX
fuelectenerg-670	150	31	used	use	VERB
fuelectenerg-670	150	32	to	to	PART
fuelectenerg-670	150	33	accelerate	accelerate	VERB
fuelectenerg-670	150	34	pixel	pixel	PROPN
fuelectenerg-670	150	35	read	read	VERB
fuelectenerg-670	150	36	and/or	and/or	CCONJ
fuelectenerg-670	150	37	write	write	VERB
fuelectenerg-670	150	38	.	.	PUNCT
fuelectenerg-670	151	1	the	the	DET
fuelectenerg-670	151	2	current	current	ADJ
fuelectenerg-670	151	3	research	research	NOUN
fuelectenerg-670	151	4	of	of	ADP
fuelectenerg-670	151	5	our	our	PRON
fuelectenerg-670	151	6	team	team	NOUN
fuelectenerg-670	151	7	is	be	AUX
fuelectenerg-670	151	8	focused	focus	VERB
fuelectenerg-670	151	9	on	on	ADP
fuelectenerg-670	151	10	better	well	ADJ
fuelectenerg-670	151	11	understanding	understanding	NOUN
fuelectenerg-670	151	12	and	and	CCONJ
fuelectenerg-670	151	13	finding	find	VERB
fuelectenerg-670	151	14	the	the	DET
fuelectenerg-670	151	15	regularity	regularity	NOUN
fuelectenerg-670	151	16	in	in	ADP
fuelectenerg-670	151	17	image	image	NOUN
fuelectenerg-670	151	18	pixel	pixel	PROPN
fuelectenerg-670	151	19	indexing	indexing	NOUN
fuelectenerg-670	151	20	.	.	PUNCT
fuelectenerg-670	152	1	intellectual	intellectual	ADJ
fuelectenerg-670	152	2	property	property	NOUN
fuelectenerg-670	152	3	rights	right	NOUN
fuelectenerg-670	152	4	protect	protect	VERB
fuelectenerg-670	152	5	the	the	DET
fuelectenerg-670	152	6	main	main	ADJ
fuelectenerg-670	152	7	parts	part	NOUN
fuelectenerg-670	152	8	of	of	ADP
fuelectenerg-670	152	9	the	the	DET
fuelectenerg-670	152	10	presented	present	VERB
fuelectenerg-670	152	11	solution	solution	NOUN
fuelectenerg-670	152	12	,	,	PUNCT
fuelectenerg-670	152	13	therefore	therefore	ADV
fuelectenerg-670	152	14	they	they	PRON
fuelectenerg-670	152	15	were	be	AUX
fuelectenerg-670	152	16	not	not	PART
fuelectenerg-670	152	17	presented	present	VERB
fuelectenerg-670	152	18	in	in	ADP
fuelectenerg-670	152	19	this	this	DET
fuelectenerg-670	152	20	paper	paper	NOUN
fuelectenerg-670	152	21	in	in	ADP
fuelectenerg-670	152	22	details	detail	NOUN
fuelectenerg-670	152	23	.	.	PUNCT
fuelectenerg-670	153	1	acknowledgement	acknowledgement	NOUN
fuelectenerg-670	153	2	:	:	PUNCT
fuelectenerg-670	153	3	the	the	DET
fuelectenerg-670	153	4	researches	research	NOUN
fuelectenerg-670	153	5	presented	present	VERB
fuelectenerg-670	153	6	in	in	ADP
fuelectenerg-670	153	7	the	the	DET
fuelectenerg-670	153	8	paper	paper	NOUN
fuelectenerg-670	153	9	were	be	AUX
fuelectenerg-670	153	10	supported	support	VERB
fuelectenerg-670	153	11	by	by	ADP
fuelectenerg-670	153	12	:	:	PUNCT
fuelectenerg-670	153	13			NUM
fuelectenerg-670	153	14	funds	fund	NOUN
fuelectenerg-670	153	15	from	from	ADP
fuelectenerg-670	153	16	the	the	DET
fuelectenerg-670	153	17	state	state	NOUN
fuelectenerg-670	153	18	committee	committee	NOUN
fuelectenerg-670	153	19	for	for	ADP
fuelectenerg-670	153	20	scientific	scientific	ADJ
fuelectenerg-670	153	21	research	research	NOUN
fuelectenerg-670	153	22	granted	grant	VERB
fuelectenerg-670	153	23	on	on	ADP
fuelectenerg-670	153	24	the	the	DET
fuelectenerg-670	153	25	basis	basis	NOUN
fuelectenerg-670	153	26	of	of	ADP
fuelectenerg-670	153	27	the	the	DET
fuelectenerg-670	153	28	decision	decision	NOUN
fuelectenerg-670	153	29	number	number	NOUN
fuelectenerg-670	153	30	1374	1374	NUM
fuelectenerg-670	153	31	/	/	SYM
fuelectenerg-670	153	32	t11/2004/27	t11/2004/27	PROPN
fuelectenerg-670	153	33	,	,	PUNCT
fuelectenerg-670	153	34			PART
fuelectenerg-670	154	1	funds	fund	NOUN
fuelectenerg-670	154	2	from	from	ADP
fuelectenerg-670	154	3	the	the	DET
fuelectenerg-670	154	4	dmcs	dmcs	NOUN
fuelectenerg-670	154	5	department	department	NOUN
fuelectenerg-670	154	6	granted	grant	VERB
fuelectenerg-670	154	7	on	on	ADP
fuelectenerg-670	154	8	the	the	DET
fuelectenerg-670	154	9	basis	basis	NOUN
fuelectenerg-670	154	10	of	of	ADP
fuelectenerg-670	154	11	the	the	DET
fuelectenerg-670	154	12	decision	decision	NOUN
fuelectenerg-670	154	13	number	number	NOUN
fuelectenerg-670	154	14	k25	k25	NOUN
fuelectenerg-670	154	15	/	/	SYM
fuelectenerg-670	154	16	b.w.2/2009	b.w.2/2009	PROPN
fuelectenerg-670	154	17	and	and	CCONJ
fuelectenerg-670	154	18	k-25/2011	k-25/2011	NOUN
fuelectenerg-670	154	19	/	/	SYM
fuelectenerg-670	154	20	bw/3	bw/3	NOUN
fuelectenerg-670	154	21	,	,	PUNCT
fuelectenerg-670	154	22	image	image	NOUN
fuelectenerg-670	154	23	and	and	CCONJ
fuelectenerg-670	154	24	video	video	NOUN
fuelectenerg-670	154	25	processing	processing	NOUN
fuelectenerg-670	154	26	with	with	ADP
fuelectenerg-670	154	27	fpga	fpga	PROPN
fuelectenerg-670	154	28	support	support	NOUN
fuelectenerg-670	154	29	used	use	VERB
fuelectenerg-670	154	30	for	for	ADP
fuelectenerg-670	154	31	biometric	biometric	ADJ
fuelectenerg-670	154	32	as	as	ADV
fuelectenerg-670	154	33	well	well	ADV
fuelectenerg-670	154	34	as	as	ADP
fuelectenerg-670	154	35	other	other	ADJ
fuelectenerg-670	154	36	applications	application	NOUN
fuelectenerg-670	154	37	175	175	NUM
fuelectenerg-670	154	38			NOUN
fuelectenerg-670	154	39	funds	fund	NOUN
fuelectenerg-670	154	40	from	from	ADP
fuelectenerg-670	154	41	the	the	DET
fuelectenerg-670	154	42	national	national	ADJ
fuelectenerg-670	154	43	science	science	NOUN
fuelectenerg-670	154	44	centre	centre	NOUN
fuelectenerg-670	154	45	granted	grant	VERB
fuelectenerg-670	154	46	on	on	ADP
fuelectenerg-670	154	47	the	the	DET
fuelectenerg-670	154	48	basis	basis	NOUN
fuelectenerg-670	154	49	of	of	ADP
fuelectenerg-670	154	50	the	the	DET
fuelectenerg-670	154	51	decision	decision	NOUN
fuelectenerg-670	154	52	number	number	NOUN
fuelectenerg-670	154	53	dec2011/01	dec2011/01	PROPN
fuelectenerg-670	154	54	/	/	SYM
fuelectenerg-670	154	55	d	d	PROPN
fuelectenerg-670	154	56	/	/	SYM
fuelectenerg-670	154	57	st6/06269	st6/06269	PROPN
fuelectenerg-670	154	58	,	,	PUNCT
fuelectenerg-670	154	59			VERB
fuelectenerg-670	154	60	funds	fund	NOUN
fuelectenerg-670	154	61	from	from	ADP
fuelectenerg-670	154	62	the	the	DET
fuelectenerg-670	154	63	national	national	ADJ
fuelectenerg-670	154	64	centre	centre	NOUN
fuelectenerg-670	154	65	for	for	ADP
fuelectenerg-670	154	66	research	research	NOUN
fuelectenerg-670	154	67	and	and	CCONJ
fuelectenerg-670	154	68	development	development	NOUN
fuelectenerg-670	154	69	granted	grant	VERB
fuelectenerg-670	154	70	on	on	ADP
fuelectenerg-670	154	71	the	the	DET
fuelectenerg-670	154	72	basis	basis	NOUN
fuelectenerg-670	154	73	of	of	ADP
fuelectenerg-670	154	74	the	the	DET
fuelectenerg-670	154	75	decision	decision	NOUN
fuelectenerg-670	154	76	number	number	NOUN
fuelectenerg-670	154	77	lider/027/591	lider/027/591	X
fuelectenerg-670	154	78	/	/	SYM
fuelectenerg-670	154	79	l-4/12	l-4/12	PROPN
fuelectenerg-670	154	80	/	/	SYM
fuelectenerg-670	154	81	ncbr/2013	ncbr/2013	PROPN
fuelectenerg-670	154	82	,	,	PUNCT
fuelectenerg-670	154	83			PUNCT
fuelectenerg-670	154	84	funds	fund	NOUN
fuelectenerg-670	154	85	from	from	ADP
fuelectenerg-670	154	86	the	the	DET
fuelectenerg-670	154	87	national	national	ADJ
fuelectenerg-670	154	88	centre	centre	NOUN
fuelectenerg-670	154	89	for	for	ADP
fuelectenerg-670	154	90	research	research	NOUN
fuelectenerg-670	154	91	and	and	CCONJ
fuelectenerg-670	154	92	development	development	NOUN
fuelectenerg-670	154	93	(	(	PUNCT
fuelectenerg-670	154	94	grant	grant	NOUN
fuelectenerg-670	154	95	number	number	NOUN
fuelectenerg-670	154	96	lider/30/110	lider/30/110	NOUN
fuelectenerg-670	154	97	/	/	SYM
fuelectenerg-670	154	98	l3/11	l3/11	NOUN
fuelectenerg-670	154	99	/	/	SYM
fuelectenerg-670	154	100	ncbr/2012	ncbr/2012	NOUN
fuelectenerg-670	154	101	)	)	PUNCT
fuelectenerg-670	154	102	.	.	PUNCT
fuelectenerg-670	155	1	references	reference	NOUN
fuelectenerg-670	155	2	[	[	X
fuelectenerg-670	155	3	1	1	NUM
fuelectenerg-670	155	4	]	]	PUNCT
fuelectenerg-670	155	5	p.	p.	NOUN
fuelectenerg-670	155	6	jabłoński	jabłoński	PROPN
fuelectenerg-670	155	7	,	,	PUNCT
fuelectenerg-670	155	8	r.	r.	PROPN
fuelectenerg-670	155	9	szewczyk	szewczyk	PROPN
fuelectenerg-670	155	10	,	,	PUNCT
fuelectenerg-670	155	11	z.	z.	PROPN
fuelectenerg-670	155	12	kulesza	kulesza	PROPN
fuelectenerg-670	155	13	,	,	PUNCT
fuelectenerg-670	155	14	a.	a.	PROPN
fuelectenerg-670	155	15	napieralski	napieralski	PROPN
fuelectenerg-670	155	16	,	,	PUNCT
fuelectenerg-670	155	17	m.	m.	PROPN
fuelectenerg-670	155	18	moreno	moreno	PROPN
fuelectenerg-670	155	19	,	,	PUNCT
fuelectenerg-670	155	20	j.	j.	PROPN
fuelectenerg-670	155	21	cabestany	cabestany	PROPN
fuelectenerg-670	155	22	,	,	PUNCT
fuelectenerg-670	155	23	"	"	PUNCT
fuelectenerg-670	155	24	automatic	automatic	ADJ
fuelectenerg-670	155	25	people	people	NOUN
fuelectenerg-670	155	26	identification	identification	NOUN
fuelectenerg-670	155	27	on	on	ADP
fuelectenerg-670	155	28	the	the	DET
fuelectenerg-670	155	29	basis	basis	NOUN
fuelectenerg-670	155	30	of	of	ADP
fuelectenerg-670	155	31	iris	iris	NOUN
fuelectenerg-670	155	32	pattern	pattern	NOUN
fuelectenerg-670	155	33	–	–	PUNCT
fuelectenerg-670	155	34	image	image	NOUN
fuelectenerg-670	155	35	processing	processing	NOUN
fuelectenerg-670	155	36	and	and	CCONJ
fuelectenerg-670	155	37	preliminary	preliminary	ADJ
fuelectenerg-670	155	38	analysis	analysis	NOUN
fuelectenerg-670	155	39	"	"	PUNCT
fuelectenerg-670	155	40	,	,	PUNCT
fuelectenerg-670	155	41	in	in	ADP
fuelectenerg-670	155	42	proceedings	proceeding	NOUN
fuelectenerg-670	155	43	of	of	ADP
fuelectenerg-670	155	44	the	the	DET
fuelectenerg-670	155	45	23rd	23rd	ADJ
fuelectenerg-670	155	46	international	international	ADJ
fuelectenerg-670	155	47	conference	conference	NOUN
fuelectenerg-670	155	48	on	on	ADP
fuelectenerg-670	155	49	microelectronics	microelectronic	NOUN
fuelectenerg-670	155	50	,	,	PUNCT
fuelectenerg-670	155	51	niš	niš	NOUN
fuelectenerg-670	155	52	,	,	PUNCT
fuelectenerg-670	155	53	yugoslavia	yugoslavia	PROPN
fuelectenerg-670	155	54	,	,	PUNCT
fuelectenerg-670	155	55	12	12	NUM
fuelectenerg-670	155	56	-	-	SYM
fuelectenerg-670	155	57	15	15	NUM
fuelectenerg-670	155	58	may	may	PROPN
fuelectenerg-670	155	59	2002	2002	NUM
fuelectenerg-670	155	60	,	,	PUNCT
fuelectenerg-670	155	61	vol	vol	NOUN
fuelectenerg-670	155	62	.	.	PROPN
fuelectenerg-670	155	63	2	2	NUM
fuelectenerg-670	155	64	,	,	PUNCT
fuelectenerg-670	155	65	pp	pp	ADJ
fuelectenerg-670	155	66	.	.	PUNCT
fuelectenerg-670	156	1	687–690	687–690	NUM
fuelectenerg-670	156	2	.	.	PUNCT
fuelectenerg-670	157	1	[	[	X
fuelectenerg-670	157	2	2	2	NUM
fuelectenerg-670	157	3	]	]	X
fuelectenerg-670	157	4	r.	r.	PROPN
fuelectenerg-670	157	5	szewczyk	szewczyk	PROPN
fuelectenerg-670	157	6	,	,	PUNCT
fuelectenerg-670	157	7	p.	p.	NOUN
fuelectenerg-670	157	8	jabłoński	jabłoński	PROPN
fuelectenerg-670	157	9	,	,	PUNCT
fuelectenerg-670	157	10	z.	z.	PROPN
fuelectenerg-670	157	11	kulesza	kulesza	PROPN
fuelectenerg-670	157	12	,	,	PUNCT
fuelectenerg-670	157	13	a.	a.	PROPN
fuelectenerg-670	157	14	napieralski	napieralski	PROPN
fuelectenerg-670	157	15	,	,	PUNCT
fuelectenerg-670	157	16	m.	m.	PROPN
fuelectenerg-670	157	17	moreno	moreno	PROPN
fuelectenerg-670	157	18	,	,	PUNCT
fuelectenerg-670	157	19	j.	j.	PROPN
fuelectenerg-670	157	20	cabestany	cabestany	PROPN
fuelectenerg-670	157	21	,	,	PUNCT
fuelectenerg-670	157	22	"	"	PUNCT
fuelectenerg-670	157	23	automatic	automatic	ADJ
fuelectenerg-670	157	24	people	people	NOUN
fuelectenerg-670	157	25	identification	identification	NOUN
fuelectenerg-670	157	26	on	on	ADP
fuelectenerg-670	157	27	the	the	DET
fuelectenerg-670	157	28	basis	basis	NOUN
fuelectenerg-670	157	29	of	of	ADP
fuelectenerg-670	157	30	iris	iris	NOUN
fuelectenerg-670	157	31	pattern	pattern	NOUN
fuelectenerg-670	157	32	-extraction	-extraction	NOUN
fuelectenerg-670	157	33	features	feature	NOUN
fuelectenerg-670	157	34	and	and	CCONJ
fuelectenerg-670	157	35	classification	classification	NOUN
fuelectenerg-670	157	36	"	"	PUNCT
fuelectenerg-670	157	37	,	,	PUNCT
fuelectenerg-670	157	38	in	in	ADP
fuelectenerg-670	157	39	proceedings	proceeding	NOUN
fuelectenerg-670	157	40	of	of	ADP
fuelectenerg-670	157	41	the	the	DET
fuelectenerg-670	157	42	23rd	23rd	ADJ
fuelectenerg-670	157	43	international	international	ADJ
fuelectenerg-670	157	44	conference	conference	NOUN
fuelectenerg-670	157	45	on	on	ADP
fuelectenerg-670	157	46	microelectronics	microelectronic	NOUN
fuelectenerg-670	157	47	,	,	PUNCT
fuelectenerg-670	157	48	niš	niš	NOUN
fuelectenerg-670	157	49	,	,	PUNCT
fuelectenerg-670	157	50	yugoslavia	yugoslavia	PROPN
fuelectenerg-670	157	51	,	,	PUNCT
fuelectenerg-670	157	52	12	12	NUM
fuelectenerg-670	157	53	-	-	SYM
fuelectenerg-670	157	54	15	15	NUM
fuelectenerg-670	157	55	may	may	PROPN
fuelectenerg-670	157	56	2002	2002	NUM
fuelectenerg-670	157	57	,	,	PUNCT
fuelectenerg-670	157	58	vol	vol	NOUN
fuelectenerg-670	157	59	.	.	PROPN
fuelectenerg-670	157	60	2	2	NUM
fuelectenerg-670	157	61	,	,	PUNCT
fuelectenerg-670	157	62	pp	pp	ADJ
fuelectenerg-670	157	63	.	.	PUNCT
fuelectenerg-670	158	1	691–694	691–694	NUM
fuelectenerg-670	158	2	.	.	PUNCT
fuelectenerg-670	159	1	[	[	X
fuelectenerg-670	159	2	3	3	X
fuelectenerg-670	159	3	]	]	PUNCT
fuelectenerg-670	159	4	k.	k.	PROPN
fuelectenerg-670	159	5	grabowski	grabowski	PROPN
fuelectenerg-670	159	6	,	,	PUNCT
fuelectenerg-670	159	7	w.	w.	PROPN
fuelectenerg-670	159	8	sankowski	sankowski	PROPN
fuelectenerg-670	159	9	,	,	PUNCT
fuelectenerg-670	159	10	m.	m.	NOUN
fuelectenerg-670	159	11	napieralska	napieralska	PROPN
fuelectenerg-670	159	12	,	,	PUNCT
fuelectenerg-670	159	13	m.	m.	NOUN
fuelectenerg-670	159	14	zubert	zubert	PROPN
fuelectenerg-670	159	15	,	,	PUNCT
fuelectenerg-670	159	16	a.	a.	PROPN
fuelectenerg-670	159	17	napieralski	napieralski	PROPN
fuelectenerg-670	159	18	,	,	PUNCT
fuelectenerg-670	159	19	"	"	PUNCT
fuelectenerg-670	159	20	iris	iris	NOUN
fuelectenerg-670	159	21	recognition	recognition	NOUN
fuelectenerg-670	159	22	algorithm	algorithm	NOUN
fuelectenerg-670	159	23	optimized	optimize	VERB
fuelectenerg-670	159	24	for	for	ADP
fuelectenerg-670	159	25	hardware	hardware	NOUN
fuelectenerg-670	159	26	implementation	implementation	NOUN
fuelectenerg-670	159	27	,	,	PUNCT
fuelectenerg-670	159	28	"	"	PUNCT
fuelectenerg-670	159	29	2006	2006	NUM
fuelectenerg-670	159	30	ieee	ieee	NOUN
fuelectenerg-670	159	31	symposium	symposium	NOUN
fuelectenerg-670	159	32	on	on	ADP
fuelectenerg-670	159	33	computational	computational	ADJ
fuelectenerg-670	159	34	intelligence	intelligence	NOUN
fuelectenerg-670	159	35	and	and	CCONJ
fuelectenerg-670	159	36	bioinformatics	bioinformatics	NOUN
fuelectenerg-670	159	37	and	and	CCONJ
fuelectenerg-670	159	38	computational	computational	ADJ
fuelectenerg-670	159	39	biology	biology	NOUN
fuelectenerg-670	159	40	,	,	PUNCT
fuelectenerg-670	159	41	2006	2006	NUM
fuelectenerg-670	159	42	.	.	PUNCT
fuelectenerg-670	160	1	cibcb	cibcb	PROPN
fuelectenerg-670	160	2	'	'	NUM
fuelectenerg-670	160	3	06	06	NUM
fuelectenerg-670	160	4	.	.	PROPN
fuelectenerg-670	160	5	,	,	PUNCT
fuelectenerg-670	160	6	28	28	NUM
fuelectenerg-670	160	7	-	-	SYM
fuelectenerg-670	160	8	29	29	NUM
fuelectenerg-670	160	9	sept	sept	PROPN
fuelectenerg-670	160	10	.	.	PROPN
fuelectenerg-670	160	11	2006	2006	NUM
fuelectenerg-670	160	12	,	,	PUNCT
fuelectenerg-670	160	13	pp.1–5	pp.1–5	NOUN
fuelectenerg-670	160	14	.	.	PUNCT
fuelectenerg-670	161	1	[	[	X
fuelectenerg-670	161	2	4	4	X
fuelectenerg-670	161	3	]	]	PUNCT
fuelectenerg-670	161	4	k.	k.	PROPN
fuelectenerg-670	161	5	grabowski	grabowski	PROPN
fuelectenerg-670	161	6	,	,	PUNCT
fuelectenerg-670	161	7	w.	w.	PROPN
fuelectenerg-670	161	8	sankowski	sankowski	PROPN
fuelectenerg-670	161	9	,	,	PUNCT
fuelectenerg-670	161	10	m.	m.	NOUN
fuelectenerg-670	161	11	zubert	zubert	PROPN
fuelectenerg-670	161	12	,	,	PUNCT
fuelectenerg-670	161	13	m.	m.	NOUN
fuelectenerg-670	161	14	napieralska	napieralska	PROPN
fuelectenerg-670	161	15	,	,	PUNCT
fuelectenerg-670	161	16	"	"	PUNCT
fuelectenerg-670	161	17	reliable	reliable	ADJ
fuelectenerg-670	161	18	iris	iris	NOUN
fuelectenerg-670	161	19	localization	localization	NOUN
fuelectenerg-670	161	20	method	method	NOUN
fuelectenerg-670	161	21	with	with	ADP
fuelectenerg-670	161	22	application	application	NOUN
fuelectenerg-670	161	23	to	to	ADP
fuelectenerg-670	161	24	iris	iris	NOUN
fuelectenerg-670	161	25	recognition	recognition	NOUN
fuelectenerg-670	161	26	in	in	ADP
fuelectenerg-670	161	27	near	near	ADP
fuelectenerg-670	161	28	infrared	infrared	ADJ
fuelectenerg-670	161	29	light	light	NOUN
fuelectenerg-670	161	30	"	"	PUNCT
fuelectenerg-670	161	31	,	,	PUNCT
fuelectenerg-670	161	32	in	in	ADP
fuelectenerg-670	161	33	proceedings	proceeding	NOUN
fuelectenerg-670	161	34	of	of	ADP
fuelectenerg-670	161	35	the	the	DET
fuelectenerg-670	161	36	international	international	ADJ
fuelectenerg-670	161	37	conference	conference	NOUN
fuelectenerg-670	161	38	mixed	mix	VERB
fuelectenerg-670	161	39	design	design	NOUN
fuelectenerg-670	161	40	of	of	ADP
fuelectenerg-670	161	41	integrated	integrated	ADJ
fuelectenerg-670	161	42	circuits	circuit	NOUN
fuelectenerg-670	161	43	and	and	CCONJ
fuelectenerg-670	161	44	system	system	NOUN
fuelectenerg-670	161	45	,	,	PUNCT
fuelectenerg-670	161	46	mixdes	mixde	NOUN
fuelectenerg-670	161	47	2006	2006	NUM
fuelectenerg-670	161	48	,	,	PUNCT
fuelectenerg-670	161	49	22	22	NUM
fuelectenerg-670	161	50	-	-	SYM
fuelectenerg-670	161	51	24	24	NUM
fuelectenerg-670	161	52	june	june	PROPN
fuelectenerg-670	161	53	2006	2006	NUM
fuelectenerg-670	161	54	,	,	PUNCT
fuelectenerg-670	161	55	pp	pp	ADV
fuelectenerg-670	161	56	.	.	PUNCT
fuelectenerg-670	162	1	684–687	684–687	NUM
fuelectenerg-670	162	2	.	.	PUNCT
fuelectenerg-670	163	1	[	[	X
fuelectenerg-670	163	2	5	5	X
fuelectenerg-670	163	3	]	]	PUNCT
fuelectenerg-670	163	4	k.	k.	PROPN
fuelectenerg-670	163	5	grabowski	grabowski	PROPN
fuelectenerg-670	163	6	,	,	PUNCT
fuelectenerg-670	163	7	m.	m.	PROPN
fuelectenerg-670	163	8	zubert	zubert	PROPN
fuelectenerg-670	163	9	,	,	PUNCT
fuelectenerg-670	163	10	m.	m.	NOUN
fuelectenerg-670	163	11	napieralska	napieralska	PROPN
fuelectenerg-670	163	12	,	,	PUNCT
fuelectenerg-670	163	13	a.	a.	PROPN
fuelectenerg-670	163	14	napieralski	napieralski	PROPN
fuelectenerg-670	163	15	,	,	PUNCT
fuelectenerg-670	163	16	"	"	PUNCT
fuelectenerg-670	163	17	uncertainty	uncertainty	NOUN
fuelectenerg-670	163	18	in	in	ADP
fuelectenerg-670	163	19	iris	iris	NOUN
fuelectenerg-670	163	20	recognition	recognition	NOUN
fuelectenerg-670	163	21	based	base	VERB
fuelectenerg-670	163	22	on	on	ADP
fuelectenerg-670	163	23	texture	texture	ADJ
fuelectenerg-670	163	24	analysis	analysis	NOUN
fuelectenerg-670	163	25	,	,	PUNCT
fuelectenerg-670	163	26	"	"	PUNCT
fuelectenerg-670	163	27	in	in	ADP
fuelectenerg-670	163	28	proceedings	proceeding	NOUN
fuelectenerg-670	163	29	of	of	ADP
fuelectenerg-670	163	30	the	the	DET
fuelectenerg-670	163	31	17th	17th	ADJ
fuelectenerg-670	163	32	international	international	ADJ
fuelectenerg-670	163	33	conference	conference	NOUN
fuelectenerg-670	163	34	mixed	mix	VERB
fuelectenerg-670	163	35	design	design	NOUN
fuelectenerg-670	163	36	of	of	ADP
fuelectenerg-670	163	37	integrated	integrated	ADJ
fuelectenerg-670	163	38	circuits	circuit	NOUN
fuelectenerg-670	163	39	and	and	CCONJ
fuelectenerg-670	163	40	systems	system	NOUN
fuelectenerg-670	163	41	,	,	PUNCT
fuelectenerg-670	163	42	mixdes	mixde	NOUN
fuelectenerg-670	163	43	2010	2010	NUM
fuelectenerg-670	163	44	,	,	PUNCT
fuelectenerg-670	163	45	24	24	NUM
fuelectenerg-670	163	46	-	-	SYM
fuelectenerg-670	163	47	26	26	NUM
fuelectenerg-670	163	48	june	june	PROPN
fuelectenerg-670	163	49	2010	2010	NUM
fuelectenerg-670	163	50	,	,	PUNCT
fuelectenerg-670	163	51	pp.587–592	pp.587–592	PROPN
fuelectenerg-670	163	52	.	.	PUNCT
fuelectenerg-670	164	1	[	[	X
fuelectenerg-670	164	2	6	6	NUM
fuelectenerg-670	164	3	]	]	PUNCT
fuelectenerg-670	164	4	k.	k.	PROPN
fuelectenerg-670	164	5	grabowski	grabowski	PROPN
fuelectenerg-670	164	6	,	,	PUNCT
fuelectenerg-670	164	7	a.	a.	PROPN
fuelectenerg-670	164	8	napieralski	napieralski	PROPN
fuelectenerg-670	164	9	,	,	PUNCT
fuelectenerg-670	164	10	"	"	PUNCT
fuelectenerg-670	164	11	hardware	hardware	NOUN
fuelectenerg-670	164	12	architecture	architecture	NOUN
fuelectenerg-670	164	13	optimized	optimize	VERB
fuelectenerg-670	164	14	for	for	ADP
fuelectenerg-670	164	15	iris	iris	NOUN
fuelectenerg-670	164	16	recognition	recognition	NOUN
fuelectenerg-670	164	17	”	"	PUNCT
fuelectenerg-670	164	18	,	,	PUNCT
fuelectenerg-670	164	19	ieee	ieee	NOUN
fuelectenerg-670	164	20	transactions	transaction	NOUN
fuelectenerg-670	164	21	on	on	ADP
fuelectenerg-670	164	22	circuits	circuit	NOUN
fuelectenerg-670	164	23	and	and	CCONJ
fuelectenerg-670	164	24	systems	system	NOUN
fuelectenerg-670	164	25	for	for	ADP
fuelectenerg-670	164	26	video	video	NOUN
fuelectenerg-670	164	27	technology	technology	NOUN
fuelectenerg-670	164	28	,	,	PUNCT
fuelectenerg-670	164	29	vol	vol	NOUN
fuelectenerg-670	164	30	.	.	PROPN
fuelectenerg-670	164	31	21	21	NUM
fuelectenerg-670	164	32	,	,	PUNCT
fuelectenerg-670	164	33	issue	issue	NOUN
fuelectenerg-670	164	34	9	9	NUM
fuelectenerg-670	164	35	,	,	PUNCT
fuelectenerg-670	164	36	pp	pp	ADJ
fuelectenerg-670	164	37	.	.	PUNCT
fuelectenerg-670	165	1	1293–1303	1293–1303	NUM
fuelectenerg-670	165	2	,	,	PUNCT
fuelectenerg-670	165	3	september	september	PROPN
fuelectenerg-670	165	4	2011	2011	NUM
fuelectenerg-670	165	5	.	.	PUNCT
fuelectenerg-670	166	1	[	[	X
fuelectenerg-670	166	2	7	7	X
fuelectenerg-670	166	3	]	]	X
fuelectenerg-670	166	4	j.a	j.a	PROPN
fuelectenerg-670	166	5	napieralski	napieralski	ADJ
fuelectenerg-670	166	6	,	,	PUNCT
fuelectenerg-670	166	7	m.m	m.m	PROPN
fuelectenerg-670	166	8	.	.	PROPN
fuelectenerg-670	166	9	pastuszka	pastuszka	PROPN
fuelectenerg-670	166	10	,	,	PUNCT
fuelectenerg-670	166	11	w.	w.	PROPN
fuelectenerg-670	166	12	sankowski	sankowski	PROPN
fuelectenerg-670	166	13	,	,	PUNCT
fuelectenerg-670	166	14	"	"	PUNCT
fuelectenerg-670	166	15	3d	3d	NUM
fuelectenerg-670	166	16	face	face	NOUN
fuelectenerg-670	166	17	geometry	geometry	NOUN
fuelectenerg-670	166	18	analysis	analysis	NOUN
fuelectenerg-670	166	19	for	for	ADP
fuelectenerg-670	166	20	biometric	biometric	ADJ
fuelectenerg-670	166	21	identification	identification	NOUN
fuelectenerg-670	166	22	,	,	PUNCT
fuelectenerg-670	166	23	"	"	PUNCT
fuelectenerg-670	166	24	in	in	ADP
fuelectenerg-670	166	25	proceedings	proceeding	NOUN
fuelectenerg-670	166	26	of	of	ADP
fuelectenerg-670	166	27	the	the	DET
fuelectenerg-670	166	28	21st	21st	ADJ
fuelectenerg-670	166	29	international	international	ADJ
fuelectenerg-670	166	30	conference	conference	NOUN
fuelectenerg-670	166	31	mixed	mix	VERB
fuelectenerg-670	166	32	design	design	NOUN
fuelectenerg-670	166	33	of	of	ADP
fuelectenerg-670	166	34	integrated	integrated	ADJ
fuelectenerg-670	166	35	circuits	circuit	NOUN
fuelectenerg-670	166	36	&	&	CCONJ
fuelectenerg-670	166	37	systems	system	NOUN
fuelectenerg-670	166	38	,	,	PUNCT
fuelectenerg-670	166	39	mixdes	mixde	NOUN
fuelectenerg-670	166	40	2014	2014	NUM
fuelectenerg-670	166	41	,	,	PUNCT
fuelectenerg-670	166	42	19	19	NUM
fuelectenerg-670	166	43	-	-	SYM
fuelectenerg-670	166	44	21	21	NUM
fuelectenerg-670	166	45	june	june	PROPN
fuelectenerg-670	166	46	2014	2014	NUM
fuelectenerg-670	166	47	,	,	PUNCT
fuelectenerg-670	166	48	pp	pp	ADP
fuelectenerg-670	166	49	.	.	PUNCT
fuelectenerg-670	167	1	519–522	519–522	NUM
fuelectenerg-670	167	2	.	.	PUNCT
fuelectenerg-670	168	1	[	[	X
fuelectenerg-670	168	2	8	8	NUM
fuelectenerg-670	168	3	]	]	PUNCT
fuelectenerg-670	168	4	p.	p.	PROPN
fuelectenerg-670	168	5	nowak	nowak	PROPN
fuelectenerg-670	168	6	,	,	PUNCT
fuelectenerg-670	168	7	"	"	PUNCT
fuelectenerg-670	168	8	a	a	DET
fuelectenerg-670	168	9	comparative	comparative	ADJ
fuelectenerg-670	168	10	study	study	NOUN
fuelectenerg-670	168	11	on	on	ADP
fuelectenerg-670	168	12	biometric	biometric	ADJ
fuelectenerg-670	168	13	hand	hand	NOUN
fuelectenerg-670	168	14	identification	identification	NOUN
fuelectenerg-670	168	15	,	,	PUNCT
fuelectenerg-670	168	16	"	"	PUNCT
fuelectenerg-670	168	17	in	in	ADP
fuelectenerg-670	168	18	proceedings	proceeding	NOUN
fuelectenerg-670	168	19	of	of	ADP
fuelectenerg-670	168	20	the	the	DET
fuelectenerg-670	168	21	21st	21st	ADJ
fuelectenerg-670	168	22	international	international	ADJ
fuelectenerg-670	168	23	conference	conference	NOUN
fuelectenerg-670	168	24	mixed	mix	VERB
fuelectenerg-670	168	25	design	design	NOUN
fuelectenerg-670	168	26	of	of	ADP
fuelectenerg-670	168	27	integrated	integrated	ADJ
fuelectenerg-670	168	28	circuits	circuit	NOUN
fuelectenerg-670	168	29	&	&	CCONJ
fuelectenerg-670	168	30	systems	system	NOUN
fuelectenerg-670	168	31	,	,	PUNCT
fuelectenerg-670	168	32	mixdes	mixde	NOUN
fuelectenerg-670	168	33	2014	2014	NUM
fuelectenerg-670	168	34	,	,	PUNCT
fuelectenerg-670	168	35	19	19	NUM
fuelectenerg-670	168	36	-	-	SYM
fuelectenerg-670	168	37	21	21	NUM
fuelectenerg-670	168	38	june	june	PROPN
fuelectenerg-670	168	39	2014	2014	NUM
fuelectenerg-670	168	40	,	,	PUNCT
fuelectenerg-670	168	41	pp	pp	ADP
fuelectenerg-670	168	42	.	.	PUNCT
fuelectenerg-670	169	1	411–414	411–414	NUM
fuelectenerg-670	169	2	.	.	PUNCT
fuelectenerg-670	170	1	[	[	X
fuelectenerg-670	170	2	9	9	NUM
fuelectenerg-670	170	3	]	]	PUNCT
fuelectenerg-670	170	4	w.	w.	PROPN
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fuelectenerg-670	170	6	,	,	PUNCT
fuelectenerg-670	170	7	k.	k.	PROPN
fuelectenerg-670	170	8	grabowski	grabowski	PROPN
fuelectenerg-670	170	9	,	,	PUNCT
fuelectenerg-670	170	10	m.	m.	PROPN
fuelectenerg-670	170	11	napieralska	napieralska	PROPN
fuelectenerg-670	170	12	,	,	PUNCT
fuelectenerg-670	170	13	m.	m.	NOUN
fuelectenerg-670	170	14	zubert	zubert	PROPN
fuelectenerg-670	170	15	,	,	PUNCT
fuelectenerg-670	170	16	"	"	PUNCT
fuelectenerg-670	170	17	eyelids	eyelid	NOUN
fuelectenerg-670	170	18	localization	localization	NOUN
fuelectenerg-670	170	19	method	method	NOUN
fuelectenerg-670	170	20	designed	design	VERB
fuelectenerg-670	170	21	for	for	ADP
fuelectenerg-670	170	22	iris	iris	NOUN
fuelectenerg-670	170	23	recognition	recognition	NOUN
fuelectenerg-670	170	24	system	system	NOUN
fuelectenerg-670	170	25	,	,	PUNCT
fuelectenerg-670	170	26	"	"	PUNCT
fuelectenerg-670	170	27	in	in	ADP
fuelectenerg-670	170	28	proceedings	proceeding	NOUN
fuelectenerg-670	170	29	of	of	ADP
fuelectenerg-670	170	30	the	the	DET
fuelectenerg-670	170	31	14th	14th	ADJ
fuelectenerg-670	170	32	international	international	ADJ
fuelectenerg-670	170	33	conference	conference	NOUN
fuelectenerg-670	170	34	on	on	ADP
fuelectenerg-670	170	35	mixed	mixed	ADJ
fuelectenerg-670	170	36	design	design	NOUN
fuelectenerg-670	170	37	of	of	ADP
fuelectenerg-670	170	38	integrated	integrated	ADJ
fuelectenerg-670	170	39	circuits	circuit	NOUN
fuelectenerg-670	170	40	and	and	CCONJ
fuelectenerg-670	170	41	systems	system	NOUN
fuelectenerg-670	170	42	,	,	PUNCT
fuelectenerg-670	170	43	mixdes	mixde	NOUN
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fuelectenerg-670	170	45	,	,	PUNCT
fuelectenerg-670	170	46	21	21	NUM
fuelectenerg-670	170	47	-	-	SYM
fuelectenerg-670	170	48	23	23	NUM
fuelectenerg-670	170	49	june	june	PROPN
fuelectenerg-670	170	50	2007	2007	NUM
fuelectenerg-670	170	51	,	,	PUNCT
fuelectenerg-670	170	52	pp.622–627	pp.622–627	NOUN
fuelectenerg-670	170	53	.	.	PUNCT
fuelectenerg-670	171	1	[	[	X
fuelectenerg-670	171	2	10	10	NUM
fuelectenerg-670	171	3	]	]	X
fuelectenerg-670	171	4	w.	w.	PROPN
fuelectenerg-670	171	5	sankowski	sankowski	PROPN
fuelectenerg-670	171	6	,	,	PUNCT
fuelectenerg-670	171	7	k.	k.	PROPN
fuelectenerg-670	171	8	grabowski	grabowski	PROPN
fuelectenerg-670	171	9	,	,	PUNCT
fuelectenerg-670	171	10	j.	j.	PROPN
fuelectenerg-670	171	11	pietek	pietek	PROPN
fuelectenerg-670	171	12	,	,	PUNCT
fuelectenerg-670	171	13	m.	m.	NOUN
fuelectenerg-670	171	14	napieralska	napieralska	PROPN
fuelectenerg-670	171	15	,	,	PUNCT
fuelectenerg-670	171	16	m.	m.	NOUN
fuelectenerg-670	171	17	zubert	zubert	PROPN
fuelectenerg-670	171	18	,	,	PUNCT
fuelectenerg-670	171	19	"	"	PUNCT
fuelectenerg-670	171	20	optimization	optimization	NOUN
fuelectenerg-670	171	21	of	of	ADP
fuelectenerg-670	171	22	iris	iris	NOUN
fuelectenerg-670	171	23	image	image	NOUN
fuelectenerg-670	171	24	segmentation	segmentation	NOUN
fuelectenerg-670	171	25	algorithm	algorithm	NOUN
fuelectenerg-670	171	26	for	for	ADP
fuelectenerg-670	171	27	real	real	ADJ
fuelectenerg-670	171	28	time	time	NOUN
fuelectenerg-670	171	29	applications	application	NOUN
fuelectenerg-670	171	30	,	,	PUNCT
fuelectenerg-670	171	31	"	"	PUNCT
fuelectenerg-670	171	32	in	in	ADP
fuelectenerg-670	171	33	proceedings	proceeding	NOUN
fuelectenerg-670	171	34	of	of	ADP
fuelectenerg-670	171	35	the	the	DET
fuelectenerg-670	171	36	16th	16th	ADJ
fuelectenerg-670	171	37	international	international	ADJ
fuelectenerg-670	171	38	conference	conference	NOUN
fuelectenerg-670	171	39	mixed	mix	VERB
fuelectenerg-670	171	40	design	design	NOUN
fuelectenerg-670	171	41	of	of	ADP
fuelectenerg-670	171	42	integrated	integrated	ADJ
fuelectenerg-670	171	43	circuits	circuit	NOUN
fuelectenerg-670	171	44	&	&	CCONJ
fuelectenerg-670	171	45	systems	system	NOUN
fuelectenerg-670	171	46	,	,	PUNCT
fuelectenerg-670	171	47	mixdes	mixde	NOUN
fuelectenerg-670	171	48	2009	2009	NUM
fuelectenerg-670	171	49	,	,	PUNCT
fuelectenerg-670	171	50	25	25	NUM
fuelectenerg-670	171	51	-	-	SYM
fuelectenerg-670	171	52	27	27	NUM
fuelectenerg-670	171	53	june	june	PROPN
fuelectenerg-670	171	54	2009	2009	NUM
fuelectenerg-670	171	55	,	,	PUNCT
fuelectenerg-670	171	56	pp	pp	ADV
fuelectenerg-670	171	57	.	.	PUNCT
fuelectenerg-670	172	1	671–674	671–674	NUM
fuelectenerg-670	172	2	.	.	PUNCT
fuelectenerg-670	173	1	[	[	X
fuelectenerg-670	173	2	11	11	NUM
fuelectenerg-670	173	3	]	]	PUNCT
fuelectenerg-670	173	4	w.	w.	PROPN
fuelectenerg-670	173	5	sankowski	sankowski	PROPN
fuelectenerg-670	173	6	,	,	PUNCT
fuelectenerg-670	173	7	k.	k.	PROPN
fuelectenerg-670	173	8	grabowski	grabowski	PROPN
fuelectenerg-670	173	9	,	,	PUNCT
fuelectenerg-670	173	10	m.	m.	PROPN
fuelectenerg-670	173	11	napieralska	napieralska	PROPN
fuelectenerg-670	173	12	,	,	PUNCT
fuelectenerg-670	173	13	m.	m.	NOUN
fuelectenerg-670	173	14	zubert	zubert	PROPN
fuelectenerg-670	173	15	,	,	PUNCT
fuelectenerg-670	173	16	a.	a.	PROPN
fuelectenerg-670	173	17	napieralski	napieralski	PROPN
fuelectenerg-670	173	18	,	,	PUNCT
fuelectenerg-670	173	19	"	"	PUNCT
fuelectenerg-670	173	20	reliable	reliable	ADJ
fuelectenerg-670	173	21	algorithm	algorithm	NOUN
fuelectenerg-670	173	22	for	for	ADP
fuelectenerg-670	173	23	iris	iris	NOUN
fuelectenerg-670	173	24	segmentation	segmentation	NOUN
fuelectenerg-670	173	25	in	in	ADP
fuelectenerg-670	173	26	eye	eye	NOUN
fuelectenerg-670	173	27	image	image	NOUN
fuelectenerg-670	173	28	"	"	PUNCT
fuelectenerg-670	173	29	.	.	PUNCT
fuelectenerg-670	174	1	image	image	NOUN
fuelectenerg-670	174	2	and	and	CCONJ
fuelectenerg-670	174	3	vision	vision	NOUN
fuelectenerg-670	174	4	computing	computing	NOUN
fuelectenerg-670	174	5	,	,	PUNCT
fuelectenerg-670	174	6	vol	vol	NOUN
fuelectenerg-670	174	7	.	.	PROPN
fuelectenerg-670	174	8	28	28	NUM
fuelectenerg-670	174	9	,	,	PUNCT
fuelectenerg-670	174	10	no	no	INTJ
fuelectenerg-670	174	11	.	.	NOUN
fuelectenerg-670	174	12	2	2	NUM
fuelectenerg-670	174	13	,	,	PUNCT
fuelectenerg-670	174	14	pp	pp	ADJ
fuelectenerg-670	174	15	.	.	PUNCT
fuelectenerg-670	175	1	231–237	231–237	NUM
fuelectenerg-670	175	2	,	,	PUNCT
fuelectenerg-670	175	3	2010	2010	NUM
fuelectenerg-670	175	4	.	.	PUNCT
fuelectenerg-670	176	1	[	[	X
fuelectenerg-670	176	2	12	12	NUM
fuelectenerg-670	176	3	]	]	X
fuelectenerg-670	176	4	c.	c.	PROPN
fuelectenerg-670	176	5	hughes	hughes	PROPN
fuelectenerg-670	176	6	,	,	PUNCT
fuelectenerg-670	176	7	m.	m.	NOUN
fuelectenerg-670	176	8	glavin	glavin	PROPN
fuelectenerg-670	176	9	,	,	PUNCT
fuelectenerg-670	176	10	e.	e.	PROPN
fuelectenerg-670	176	11	jones	jones	PROPN
fuelectenerg-670	176	12	,	,	PUNCT
fuelectenerg-670	176	13	p.	p.	PROPN
fuelectenerg-670	176	14	denny	denny	PROPN
fuelectenerg-670	176	15	,	,	PUNCT
fuelectenerg-670	176	16	"	"	PUNCT
fuelectenerg-670	176	17	wide	wide	ADJ
fuelectenerg-670	176	18	-	-	PUNCT
fuelectenerg-670	176	19	angle	angle	NOUN
fuelectenerg-670	176	20	camera	camera	NOUN
fuelectenerg-670	176	21	technology	technology	NOUN
fuelectenerg-670	176	22	for	for	ADP
fuelectenerg-670	176	23	automotive	automotive	ADJ
fuelectenerg-670	176	24	applications	application	NOUN
fuelectenerg-670	176	25	:	:	PUNCT
fuelectenerg-670	176	26	a	a	DET
fuelectenerg-670	176	27	review	review	NOUN
fuelectenerg-670	176	28	"	"	PUNCT
fuelectenerg-670	176	29	,	,	PUNCT
fuelectenerg-670	176	30	iet	iet	PROPN
fuelectenerg-670	176	31	intelligent	intelligent	ADJ
fuelectenerg-670	176	32	transport	transport	NOUN
fuelectenerg-670	176	33	systems	system	NOUN
fuelectenerg-670	176	34	,	,	PUNCT
fuelectenerg-670	176	35	vol	vol	NOUN
fuelectenerg-670	176	36	.	.	PROPN
fuelectenerg-670	177	1	3	3	NUM
fuelectenerg-670	177	2	,	,	PUNCT
fuelectenerg-670	177	3	no	no	INTJ
fuelectenerg-670	177	4	.	.	NOUN
fuelectenerg-670	177	5	1	1	NUM
fuelectenerg-670	177	6	,	,	PUNCT
fuelectenerg-670	177	7	pp	pp	ADJ
fuelectenerg-670	177	8	.	.	PUNCT
fuelectenerg-670	178	1	19–31	19–31	NUM
fuelectenerg-670	178	2	,	,	PUNCT
fuelectenerg-670	178	3	2009	2009	NUM
fuelectenerg-670	178	4	.	.	PUNCT
fuelectenerg-670	179	1	[	[	X
fuelectenerg-670	179	2	13	13	NUM
fuelectenerg-670	179	3	]	]	X
fuelectenerg-670	179	4	l.	l.	PROPN
fuelectenerg-670	179	5	meinel	meinel	PROPN
fuelectenerg-670	179	6	,	,	PUNCT
fuelectenerg-670	179	7	m.	m.	NOUN
fuelectenerg-670	179	8	findeisen	findeisen	PROPN
fuelectenerg-670	179	9	,	,	PUNCT
fuelectenerg-670	179	10	m.	m.	NOUN
fuelectenerg-670	179	11	he	he	PRON
fuelectenerg-670	179	12	s	s	PROPN
fuelectenerg-670	179	13	,	,	PUNCT
fuelectenerg-670	179	14	a.	a.	NOUN
fuelectenerg-670	179	15	apitzsch	apitzsch	PROPN
fuelectenerg-670	179	16	,	,	PUNCT
fuelectenerg-670	179	17	and	and	CCONJ
fuelectenerg-670	179	18	g.	g.	PROPN
fuelectenerg-670	179	19	hirtz	hirtz	PROPN
fuelectenerg-670	179	20	,	,	PUNCT
fuelectenerg-670	179	21	"	"	PUNCT
fuelectenerg-670	179	22	automated	automate	VERB
fuelectenerg-670	179	23	real	real	ADJ
fuelectenerg-670	179	24	-	-	PUNCT
fuelectenerg-670	179	25	time	time	NOUN
fuelectenerg-670	179	26	surveillance	surveillance	NOUN
fuelectenerg-670	179	27	for	for	ADP
fuelectenerg-670	179	28	ambient	ambient	ADJ
fuelectenerg-670	179	29	assisted	assist	VERB
fuelectenerg-670	179	30	living	living	NOUN
fuelectenerg-670	179	31	using	use	VERB
fuelectenerg-670	179	32	an	an	DET
fuelectenerg-670	179	33	omnidirectional	omnidirectional	ADJ
fuelectenerg-670	179	34	camera	camera	NOUN
fuelectenerg-670	179	35	"	"	PUNCT
fuelectenerg-670	179	36	,	,	PUNCT
fuelectenerg-670	179	37	in	in	ADP
fuelectenerg-670	179	38	proceedings	proceeding	NOUN
fuelectenerg-670	179	39	of	of	ADP
fuelectenerg-670	179	40	the	the	DET
fuelectenerg-670	179	41	ieee	ieee	NOUN
fuelectenerg-670	179	42	international	international	PROPN
fuelectenerg-670	179	43	conference	conference	NOUN
fuelectenerg-670	179	44	on	on	ADP
fuelectenerg-670	179	45	consumer	consumer	NOUN
fuelectenerg-670	179	46	electronics	electronic	NOUN
fuelectenerg-670	179	47	,	,	PUNCT
fuelectenerg-670	179	48	icce	icce	NOUN
fuelectenerg-670	179	49	2014	2014	NUM
fuelectenerg-670	179	50	,	,	PUNCT
fuelectenerg-670	179	51	pp	pp	ADJ
fuelectenerg-670	179	52	.	.	PUNCT
fuelectenerg-670	180	1	396–399	396–399	NUM
fuelectenerg-670	180	2	.	.	PUNCT
fuelectenerg-670	181	1	[	[	X
fuelectenerg-670	181	2	14	14	NUM
fuelectenerg-670	181	3	]	]	X
fuelectenerg-670	181	4	r.	r.	PROPN
fuelectenerg-670	181	5	andraka	andraka	PROPN
fuelectenerg-670	181	6	,	,	PUNCT
fuelectenerg-670	181	7	a	a	DET
fuelectenerg-670	181	8	survey	survey	NOUN
fuelectenerg-670	181	9	of	of	ADP
fuelectenerg-670	181	10	cordic	cordic	ADJ
fuelectenerg-670	181	11	algorithms	algorithm	NOUN
fuelectenerg-670	181	12	for	for	ADP
fuelectenerg-670	181	13	fpga	fpga	PROPN
fuelectenerg-670	181	14	based	base	VERB
fuelectenerg-670	181	15	computers	computer	NOUN
fuelectenerg-670	181	16	,	,	PUNCT
fuelectenerg-670	181	17	fpga'98	fpga'98	ADJ
fuelectenerg-670	181	18	,	,	PUNCT
fuelectenerg-670	181	19	monterey	monterey	NOUN
fuelectenerg-670	181	20	,	,	PUNCT
fuelectenerg-670	181	21	california	california	PROPN
fuelectenerg-670	181	22	,	,	PUNCT
fuelectenerg-670	181	23	usa	usa	PROPN
fuelectenerg-670	181	24	,	,	PUNCT
fuelectenerg-670	181	25	association	association	NOUN
fuelectenerg-670	181	26	for	for	ADP
fuelectenerg-670	181	27	computing	compute	VERB
fuelectenerg-670	181	28	machinery,1998	machinery,1998	PRON
fuelectenerg-670	181	29	[	[	X
fuelectenerg-670	181	30	15	15	NUM
fuelectenerg-670	181	31	]	]	X
fuelectenerg-670	181	32	m.	m.	NOUN
fuelectenerg-670	181	33	michalak	michalak	NOUN
fuelectenerg-670	181	34	,	,	PUNCT
fuelectenerg-670	181	35	p.	p.	PROPN
fuelectenerg-670	181	36	sekalski	sekalski	PROPN
fuelectenerg-670	181	37	,	,	PUNCT
fuelectenerg-670	181	38	k.	k.	PROPN
fuelectenerg-670	181	39	grabowski	grabowski	PROPN
fuelectenerg-670	181	40	,	,	PUNCT
fuelectenerg-670	181	41	s.	s.	PROPN
fuelectenerg-670	181	42	izydorczyk	izydorczyk	PROPN
fuelectenerg-670	181	43	,	,	PUNCT
fuelectenerg-670	181	44	"	"	PUNCT
fuelectenerg-670	181	45	fast	fast	ADJ
fuelectenerg-670	181	46	fpga	fpga	NOUN
fuelectenerg-670	181	47	-	-	PUNCT
fuelectenerg-670	181	48	based	base	VERB
fuelectenerg-670	181	49	frame	frame	NOUN
fuelectenerg-670	181	50	grabber	grabber	NOUN
fuelectenerg-670	181	51	for	for	ADP
fuelectenerg-670	181	52	digital	digital	ADJ
fuelectenerg-670	181	53	progressive	progressive	ADJ
fuelectenerg-670	181	54	scan	scan	ADJ
fuelectenerg-670	181	55	image	image	NOUN
fuelectenerg-670	181	56	sensors	sensor	NOUN
fuelectenerg-670	181	57	"	"	PUNCT
fuelectenerg-670	181	58	,	,	PUNCT
fuelectenerg-670	181	59	in	in	ADP
fuelectenerg-670	181	60	proceedings	proceeding	NOUN
fuelectenerg-670	181	61	of	of	ADP
fuelectenerg-670	181	62	the	the	DET
fuelectenerg-670	181	63	21st	21st	ADJ
fuelectenerg-670	181	64	international	international	ADJ
fuelectenerg-670	181	65	conference	conference	NOUN
fuelectenerg-670	181	66	mixed	mix	VERB
fuelectenerg-670	181	67	design	design	NOUN
fuelectenerg-670	181	68	of	of	ADP
fuelectenerg-670	181	69	integrated	integrated	ADJ
fuelectenerg-670	181	70	circuits	circuit	NOUN
fuelectenerg-670	181	71	&	&	CCONJ
fuelectenerg-670	181	72	systems	system	NOUN
fuelectenerg-670	181	73	,	,	PUNCT
fuelectenerg-670	181	74	mixdes	mixde	NOUN
fuelectenerg-670	181	75	2014	2014	NUM
fuelectenerg-670	181	76	,	,	PUNCT
fuelectenerg-670	181	77	19	19	NUM
fuelectenerg-670	181	78	-	-	SYM
fuelectenerg-670	181	79	21	21	NUM
fuelectenerg-670	181	80	june	june	PROPN
fuelectenerg-670	181	81	2014	2014	NUM
fuelectenerg-670	181	82	.	.	PUNCT
fuelectenerg-670	182	1	[	[	X
fuelectenerg-670	182	2	16	16	NUM
fuelectenerg-670	182	3	]	]	PUNCT
fuelectenerg-670	182	4	j.	j.	PROPN
fuelectenerg-670	182	5	cłapa	cłapa	PROPN
fuelectenerg-670	182	6	,	,	PUNCT
fuelectenerg-670	182	7	h.	h.	PROPN
fuelectenerg-670	182	8	błasinski	błasinski	PROPN
fuelectenerg-670	182	9	,	,	PUNCT
fuelectenerg-670	182	10	k.	k.	PROPN
fuelectenerg-670	182	11	grabowski	grabowski	PROPN
fuelectenerg-670	182	12	,	,	PUNCT
fuelectenerg-670	182	13	p.	p.	PROPN
fuelectenerg-670	182	14	sekalski	sekalski	PROPN
fuelectenerg-670	182	15	,	,	PUNCT
fuelectenerg-670	182	16	"	"	PUNCT
fuelectenerg-670	182	17	a	a	DET
fuelectenerg-670	182	18	fisheye	fisheye	ADJ
fuelectenerg-670	182	19	distortion	distortion	NOUN
fuelectenerg-670	182	20	correction	correction	NOUN
fuelectenerg-670	182	21	algorithm	algorithm	NOUN
fuelectenerg-670	182	22	optimized	optimize	VERB
fuelectenerg-670	182	23	for	for	ADP
fuelectenerg-670	182	24	hardware	hardware	NOUN
fuelectenerg-670	182	25	implementations	implementation	NOUN
fuelectenerg-670	182	26	"	"	PUNCT
fuelectenerg-670	182	27	,	,	PUNCT
fuelectenerg-670	182	28	in	in	ADP
fuelectenerg-670	182	29	proceedings	proceeding	NOUN
fuelectenerg-670	182	30	of	of	ADP
fuelectenerg-670	182	31	the	the	DET
fuelectenerg-670	182	32	21st	21st	ADJ
fuelectenerg-670	182	33	international	international	ADJ
fuelectenerg-670	182	34	conference	conference	NOUN
fuelectenerg-670	182	35	mixed	mix	VERB
fuelectenerg-670	182	36	design	design	NOUN
fuelectenerg-670	182	37	of	of	ADP
fuelectenerg-670	182	38	integrated	integrated	ADJ
fuelectenerg-670	182	39	circuits	circuit	NOUN
fuelectenerg-670	182	40	&	&	CCONJ
fuelectenerg-670	182	41	systems	system	NOUN
fuelectenerg-670	182	42	,	,	PUNCT
fuelectenerg-670	182	43	mixdes	mixde	NOUN
fuelectenerg-670	182	44	2014	2014	NUM
fuelectenerg-670	182	45	,	,	PUNCT
fuelectenerg-670	182	46	19	19	NUM
fuelectenerg-670	182	47	-	-	SYM
fuelectenerg-670	182	48	21	21	NUM
fuelectenerg-670	182	49	june	june	PROPN
fuelectenerg-670	182	50	2014	2014	NUM
fuelectenerg-670	182	51	.	.	PUNCT