id	sid	tid	token	lemma	pos
fcis-12285	1	1	frontiers	frontier	NOUN
fcis-12285	1	2	in	in	ADP
fcis-12285	1	3	computing	computing	NOUN
fcis-12285	1	4	and	and	CCONJ
fcis-12285	1	5	intelligent	intelligent	ADJ
fcis-12285	1	6	systems	system	NOUN
fcis-12285	1	7	issn	issn	VERB
fcis-12285	1	8	:	:	PUNCT
fcis-12285	1	9	2832	2832	NUM
fcis-12285	1	10	-	-	SYM
fcis-12285	1	11	6024	6024	NUM
fcis-12285	1	12	|	|	NOUN
fcis-12285	1	13	vol	vol	NOUN
fcis-12285	1	14	.	.	PROPN
fcis-12285	2	1	5	5	NUM
fcis-12285	2	2	,	,	PUNCT
fcis-12285	2	3	no	no	INTJ
fcis-12285	2	4	.	.	NOUN
fcis-12285	2	5	2	2	NUM
fcis-12285	2	6	,	,	PUNCT
fcis-12285	2	7	2023	2023	NUM
fcis-12285	2	8	27	27	NUM
fcis-12285	2	9	research	research	NOUN
fcis-12285	2	10	on	on	ADP
fcis-12285	2	11	the	the	DET
fcis-12285	2	12	application	application	NOUN
fcis-12285	2	13	of	of	ADP
fcis-12285	2	14	convolutional	convolutional	ADJ
fcis-12285	2	15	neural	neural	ADJ
fcis-12285	2	16	network	network	NOUN
fcis-12285	2	17	model	model	NOUN
fcis-12285	2	18	in	in	ADP
fcis-12285	2	19	night	night	NOUN
fcis-12285	2	20	surveillance	surveillance	NOUN
fcis-12285	2	21	video	video	NOUN
fcis-12285	2	22	image	image	NOUN
fcis-12285	2	23	enhancement	enhancement	NOUN
fcis-12285	2	24	yun	yun	PROPN
fcis-12285	2	25	ling	ling	PROPN
fcis-12285	2	26	guangdong	guangdong	PROPN
fcis-12285	2	27	university	university	PROPN
fcis-12285	2	28	of	of	ADP
fcis-12285	2	29	technology	technology	PROPN
fcis-12285	2	30	,	,	PUNCT
fcis-12285	2	31	guangzhou	guangzhou	PROPN
fcis-12285	2	32	,	,	PUNCT
fcis-12285	2	33	china	china	PROPN
fcis-12285	2	34	abstract	abstract	PROPN
fcis-12285	2	35	:	:	PUNCT
fcis-12285	2	36	with	with	SCONJ
fcis-12285	2	37	the	the	DET
fcis-12285	2	38	popularization	popularization	NOUN
fcis-12285	2	39	of	of	ADP
fcis-12285	2	40	professional	professional	ADJ
fcis-12285	2	41	digital	digital	ADJ
fcis-12285	2	42	imaging	imaging	NOUN
fcis-12285	2	43	equipment	equipment	NOUN
fcis-12285	2	44	,	,	PUNCT
fcis-12285	2	45	digital	digital	ADJ
fcis-12285	2	46	image	image	NOUN
fcis-12285	2	47	processing	processing	NOUN
fcis-12285	2	48	is	be	AUX
fcis-12285	2	49	popularly	popularly	ADV
fcis-12285	2	50	used	use	VERB
fcis-12285	2	51	in	in	ADP
fcis-12285	2	52	many	many	ADJ
fcis-12285	2	53	fields	field	NOUN
fcis-12285	2	54	such	such	ADJ
fcis-12285	2	55	as	as	ADP
fcis-12285	2	56	industrial	industrial	ADJ
fcis-12285	2	57	production	production	NOUN
fcis-12285	2	58	,	,	PUNCT
fcis-12285	2	59	video	video	NOUN
fcis-12285	2	60	surveillance	surveillance	NOUN
fcis-12285	2	61	,	,	PUNCT
fcis-12285	2	62	intelligent	intelligent	ADJ
fcis-12285	2	63	transportation	transportation	NOUN
fcis-12285	2	64	,	,	PUNCT
fcis-12285	2	65	remote	remote	ADJ
fcis-12285	2	66	sensing	sensing	NOUN
fcis-12285	2	67	and	and	CCONJ
fcis-12285	2	68	monitoring	monitoring	NOUN
fcis-12285	2	69	,	,	PUNCT
fcis-12285	2	70	and	and	CCONJ
fcis-12285	2	71	plays	play	VERB
fcis-12285	2	72	a	a	DET
fcis-12285	2	73	significant	significant	ADJ
fcis-12285	2	74	role	role	NOUN
fcis-12285	2	75	.	.	PUNCT
fcis-12285	3	1	in	in	ADP
fcis-12285	3	2	low	low	ADJ
fcis-12285	3	3	illumination	illumination	NOUN
fcis-12285	3	4	environments	environment	NOUN
fcis-12285	3	5	such	such	ADJ
fcis-12285	3	6	as	as	ADP
fcis-12285	3	7	cloudy	cloudy	ADJ
fcis-12285	3	8	days	day	NOUN
fcis-12285	3	9	,	,	PUNCT
fcis-12285	3	10	nights	night	NOUN
fcis-12285	3	11	,	,	PUNCT
fcis-12285	3	12	indoor	indoor	ADJ
fcis-12285	3	13	and	and	CCONJ
fcis-12285	3	14	object	object	VERB
fcis-12285	3	15	occlusion	occlusion	NOUN
fcis-12285	3	16	,	,	PUNCT
fcis-12285	3	17	imaging	imaging	NOUN
fcis-12285	3	18	devices	device	NOUN
fcis-12285	3	19	often	often	ADV
fcis-12285	3	20	capture	capture	VERB
fcis-12285	3	21	images	image	NOUN
fcis-12285	3	22	with	with	ADP
fcis-12285	3	23	low	low	ADJ
fcis-12285	3	24	brightness	brightness	NOUN
fcis-12285	3	25	and	and	CCONJ
fcis-12285	3	26	contrast	contrast	NOUN
fcis-12285	3	27	,	,	PUNCT
fcis-12285	3	28	severe	severe	ADJ
fcis-12285	3	29	loss	loss	NOUN
fcis-12285	3	30	of	of	ADP
fcis-12285	3	31	detail	detail	NOUN
fcis-12285	3	32	information	information	NOUN
fcis-12285	3	33	,	,	PUNCT
fcis-12285	3	34	and	and	CCONJ
fcis-12285	3	35	a	a	DET
fcis-12285	3	36	large	large	ADJ
fcis-12285	3	37	amount	amount	NOUN
fcis-12285	3	38	of	of	ADP
fcis-12285	3	39	noise	noise	NOUN
fcis-12285	3	40	.	.	PUNCT
fcis-12285	4	1	enhancing	enhance	VERB
fcis-12285	4	2	low	low	ADJ
fcis-12285	4	3	illumination	illumination	NOUN
fcis-12285	4	4	images	image	NOUN
fcis-12285	4	5	can	can	AUX
fcis-12285	4	6	enhance	enhance	VERB
fcis-12285	4	7	their	their	PRON
fcis-12285	4	8	clarity	clarity	NOUN
fcis-12285	4	9	,	,	PUNCT
fcis-12285	4	10	highlight	highlight	VERB
fcis-12285	4	11	the	the	DET
fcis-12285	4	12	texture	texture	ADJ
fcis-12285	4	13	details	detail	NOUN
fcis-12285	4	14	of	of	ADP
fcis-12285	4	15	the	the	DET
fcis-12285	4	16	scene	scene	NOUN
fcis-12285	4	17	,	,	PUNCT
fcis-12285	4	18	greatly	greatly	ADV
fcis-12285	4	19	enhance	enhance	VERB
fcis-12285	4	20	the	the	DET
fcis-12285	4	21	quality	quality	NOUN
fcis-12285	4	22	of	of	ADP
fcis-12285	4	23	the	the	DET
fcis-12285	4	24	image	image	NOUN
fcis-12285	4	25	,	,	PUNCT
fcis-12285	4	26	and	and	CCONJ
fcis-12285	4	27	provide	provide	VERB
fcis-12285	4	28	data	datum	NOUN
fcis-12285	4	29	quality	quality	NOUN
fcis-12285	4	30	assurance	assurance	NOUN
fcis-12285	4	31	for	for	ADP
fcis-12285	4	32	completing	complete	VERB
fcis-12285	4	33	tasks	task	NOUN
fcis-12285	4	34	such	such	ADJ
fcis-12285	4	35	as	as	ADP
fcis-12285	4	36	target	target	NOUN
fcis-12285	4	37	recognition	recognition	NOUN
fcis-12285	4	38	and	and	CCONJ
fcis-12285	4	39	tracking	tracking	NOUN
fcis-12285	4	40	,	,	PUNCT
fcis-12285	4	41	image	image	NOUN
fcis-12285	4	42	segmentation	segmentation	NOUN
fcis-12285	4	43	,	,	PUNCT
fcis-12285	4	44	etc	etc	X
fcis-12285	4	45	.	.	X
fcis-12285	5	1	this	this	DET
fcis-12285	5	2	paper	paper	NOUN
fcis-12285	5	3	proposes	propose	VERB
fcis-12285	5	4	a	a	DET
fcis-12285	5	5	low	low	ADJ
fcis-12285	5	6	light	light	ADJ
fcis-12285	5	7	image	image	NOUN
fcis-12285	5	8	enhancement	enhancement	NOUN
fcis-12285	5	9	algorithm	algorithm	NOUN
fcis-12285	5	10	based	base	VERB
fcis-12285	5	11	on	on	ADP
fcis-12285	5	12	cnn	cnn	PROPN
fcis-12285	5	13	model	model	NOUN
fcis-12285	5	14	to	to	PART
fcis-12285	5	15	address	address	VERB
fcis-12285	5	16	the	the	DET
fcis-12285	5	17	problem	problem	NOUN
fcis-12285	5	18	of	of	ADP
fcis-12285	5	19	low	low	ADJ
fcis-12285	5	20	brightness	brightness	NOUN
fcis-12285	5	21	and	and	CCONJ
fcis-12285	5	22	unclear	unclear	ADJ
fcis-12285	5	23	monitoring	monitoring	NOUN
fcis-12285	5	24	video	video	NOUN
fcis-12285	5	25	images	image	NOUN
fcis-12285	5	26	in	in	ADP
fcis-12285	5	27	nighttime	nighttime	ADJ
fcis-12285	5	28	scenes	scene	NOUN
fcis-12285	5	29	due	due	ADP
fcis-12285	5	30	to	to	ADP
fcis-12285	5	31	lighting	lighting	NOUN
fcis-12285	5	32	conditions	condition	NOUN
fcis-12285	5	33	.	.	PUNCT
fcis-12285	6	1	this	this	DET
fcis-12285	6	2	algorithm	algorithm	NOUN
fcis-12285	6	3	can	can	AUX
fcis-12285	6	4	effectively	effectively	ADV
fcis-12285	6	5	improve	improve	VERB
fcis-12285	6	6	the	the	DET
fcis-12285	6	7	quality	quality	NOUN
fcis-12285	6	8	of	of	ADP
fcis-12285	6	9	low	low	ADJ
fcis-12285	6	10	light	light	ADJ
fcis-12285	6	11	images	image	NOUN
fcis-12285	6	12	and	and	CCONJ
fcis-12285	6	13	exhibit	exhibit	VERB
fcis-12285	6	14	superiority	superiority	NOUN
fcis-12285	6	15	on	on	ADP
fcis-12285	6	16	multiple	multiple	ADJ
fcis-12285	6	17	public	public	ADJ
fcis-12285	6	18	datasets	dataset	NOUN
fcis-12285	6	19	.	.	PUNCT
fcis-12285	7	1	the	the	DET
fcis-12285	7	2	algorithm	algorithm	NOUN
fcis-12285	7	3	proposed	propose	VERB
fcis-12285	7	4	in	in	ADP
fcis-12285	7	5	this	this	DET
fcis-12285	7	6	article	article	NOUN
fcis-12285	7	7	not	not	PART
fcis-12285	7	8	only	only	ADV
fcis-12285	7	9	effectively	effectively	ADV
fcis-12285	7	10	improves	improve	VERB
fcis-12285	7	11	the	the	DET
fcis-12285	7	12	brightness	brightness	NOUN
fcis-12285	7	13	of	of	ADP
fcis-12285	7	14	the	the	DET
fcis-12285	7	15	image	image	NOUN
fcis-12285	7	16	,	,	PUNCT
fcis-12285	7	17	but	but	CCONJ
fcis-12285	7	18	also	also	ADV
fcis-12285	7	19	enhances	enhance	VERB
fcis-12285	7	20	the	the	DET
fcis-12285	7	21	detail	detail	NOUN
fcis-12285	7	22	clarity	clarity	NOUN
fcis-12285	7	23	of	of	ADP
fcis-12285	7	24	the	the	DET
fcis-12285	7	25	image	image	NOUN
fcis-12285	7	26	to	to	ADP
fcis-12285	7	27	a	a	DET
fcis-12285	7	28	certain	certain	ADJ
fcis-12285	7	29	degree	degree	NOUN
fcis-12285	7	30	,	,	PUNCT
fcis-12285	7	31	and	and	CCONJ
fcis-12285	7	32	can	can	AUX
fcis-12285	7	33	avoid	avoid	VERB
fcis-12285	7	34	color	color	NOUN
fcis-12285	7	35	distortion	distortion	NOUN
fcis-12285	7	36	and	and	CCONJ
fcis-12285	7	37	halo	halo	NOUN
fcis-12285	7	38	phenomena	phenomenon	NOUN
fcis-12285	7	39	to	to	ADP
fcis-12285	7	40	a	a	DET
fcis-12285	7	41	certain	certain	ADJ
fcis-12285	7	42	degree	degree	NOUN
fcis-12285	7	43	.	.	PUNCT
fcis-12285	8	1	keywords	keyword	NOUN
fcis-12285	8	2	:	:	PUNCT
fcis-12285	8	3	convolutional	convolutional	ADJ
fcis-12285	8	4	neural	neural	ADJ
fcis-12285	8	5	network	network	NOUN
fcis-12285	8	6	(	(	PUNCT
fcis-12285	8	7	cnn	cnn	PROPN
fcis-12285	8	8	)	)	PUNCT
fcis-12285	8	9	;	;	PUNCT
fcis-12285	8	10	nighttime	nighttime	ADJ
fcis-12285	8	11	surveillance	surveillance	NOUN
fcis-12285	8	12	video	video	NOUN
fcis-12285	8	13	;	;	PUNCT
fcis-12285	8	14	image	image	NOUN
fcis-12285	8	15	enhancement	enhancement	NOUN
fcis-12285	8	16	.	.	PUNCT
fcis-12285	9	1	1	1	X
fcis-12285	9	2	.	.	X
fcis-12285	9	3	introduction	introduction	NOUN
fcis-12285	9	4	with	with	ADP
fcis-12285	9	5	the	the	DET
fcis-12285	9	6	rapid	rapid	ADJ
fcis-12285	9	7	growth	growth	NOUN
fcis-12285	9	8	of	of	ADP
fcis-12285	9	9	china	china	PROPN
fcis-12285	9	10	's	's	PART
fcis-12285	9	11	economy	economy	NOUN
fcis-12285	9	12	,	,	PUNCT
fcis-12285	9	13	various	various	ADJ
fcis-12285	9	14	sensing	sense	VERB
fcis-12285	9	15	devices	device	NOUN
fcis-12285	9	16	based	base	VERB
fcis-12285	9	17	on	on	ADP
fcis-12285	9	18	visible	visible	ADJ
fcis-12285	9	19	light	light	NOUN
fcis-12285	9	20	imaging	imaging	NOUN
fcis-12285	9	21	have	have	AUX
fcis-12285	9	22	been	be	AUX
fcis-12285	9	23	increasingly	increasingly	ADV
fcis-12285	9	24	widely	widely	ADV
fcis-12285	9	25	used	use	VERB
fcis-12285	9	26	in	in	ADP
fcis-12285	9	27	many	many	ADJ
fcis-12285	9	28	fields	field	NOUN
fcis-12285	9	29	,	,	PUNCT
fcis-12285	9	30	such	such	ADJ
fcis-12285	9	31	as	as	ADP
fcis-12285	9	32	fashionable	fashionable	ADJ
fcis-12285	9	33	vision	vision	NOUN
fcis-12285	9	34	based	base	VERB
fcis-12285	9	35	unmanned	unmanned	ADJ
fcis-12285	9	36	driving	driving	NOUN
fcis-12285	9	37	systems	system	NOUN
fcis-12285	9	38	,	,	PUNCT
fcis-12285	9	39	various	various	ADJ
fcis-12285	9	40	monitoring	monitoring	NOUN
fcis-12285	9	41	systems	system	NOUN
fcis-12285	9	42	based	base	VERB
fcis-12285	9	43	on	on	ADP
fcis-12285	9	44	visible	visible	ADJ
fcis-12285	9	45	light	light	NOUN
fcis-12285	9	46	,	,	PUNCT
fcis-12285	9	47	and	and	CCONJ
fcis-12285	9	48	so	so	ADV
fcis-12285	9	49	on	on	ADP
fcis-12285	9	50	[	[	X
fcis-12285	9	51	1	1	NUM
fcis-12285	9	52	]	]	PUNCT
fcis-12285	9	53	.	.	PUNCT
fcis-12285	10	1	with	with	ADP
fcis-12285	10	2	the	the	DET
fcis-12285	10	3	massive	massive	ADJ
fcis-12285	10	4	growth	growth	NOUN
fcis-12285	10	5	of	of	ADP
fcis-12285	10	6	image	image	NOUN
fcis-12285	10	7	data	datum	NOUN
fcis-12285	10	8	,	,	PUNCT
fcis-12285	10	9	the	the	DET
fcis-12285	10	10	issue	issue	NOUN
fcis-12285	10	11	of	of	ADP
fcis-12285	10	12	image	image	NOUN
fcis-12285	10	13	quality	quality	NOUN
fcis-12285	10	14	is	be	AUX
fcis-12285	10	15	becoming	become	VERB
fcis-12285	10	16	increasingly	increasingly	ADV
fcis-12285	10	17	prominent	prominent	ADJ
fcis-12285	10	18	,	,	PUNCT
fcis-12285	10	19	and	and	CCONJ
fcis-12285	10	20	a	a	DET
fcis-12285	10	21	significant	significant	ADJ
fcis-12285	10	22	factor	factor	NOUN
fcis-12285	10	23	affecting	affect	VERB
fcis-12285	10	24	image	image	NOUN
fcis-12285	10	25	quality	quality	NOUN
fcis-12285	10	26	is	be	AUX
fcis-12285	10	27	the	the	DET
fcis-12285	10	28	intensity	intensity	NOUN
fcis-12285	10	29	of	of	ADP
fcis-12285	10	30	ambient	ambient	ADJ
fcis-12285	10	31	light	light	NOUN
fcis-12285	10	32	[	[	X
fcis-12285	10	33	2	2	NUM
fcis-12285	10	34	]	]	PUNCT
fcis-12285	10	35	.	.	PUNCT
fcis-12285	11	1	high	high	ADJ
fcis-12285	11	2	quality	quality	NOUN
fcis-12285	11	3	video	video	NOUN
fcis-12285	11	4	images	image	NOUN
fcis-12285	11	5	are	be	AUX
fcis-12285	11	6	crucial	crucial	ADJ
fcis-12285	11	7	for	for	ADP
fcis-12285	11	8	achieving	achieve	VERB
fcis-12285	11	9	automation	automation	NOUN
fcis-12285	11	10	technology	technology	NOUN
fcis-12285	11	11	,	,	PUNCT
fcis-12285	11	12	task	task	NOUN
fcis-12285	11	13	decision	decision	NOUN
fcis-12285	11	14	-	-	PUNCT
fcis-12285	11	15	making	making	NOUN
fcis-12285	11	16	,	,	PUNCT
fcis-12285	11	17	behavior	behavior	NOUN
fcis-12285	11	18	recognition	recognition	NOUN
fcis-12285	11	19	,	,	PUNCT
fcis-12285	11	20	and	and	CCONJ
fcis-12285	11	21	classification	classification	NOUN
fcis-12285	11	22	.	.	PUNCT
fcis-12285	12	1	the	the	DET
fcis-12285	12	2	high	high	ADJ
fcis-12285	12	3	-	-	PUNCT
fcis-12285	12	4	resolution	resolution	NOUN
fcis-12285	12	5	and	and	CCONJ
fcis-12285	12	6	clear	clear	ADJ
fcis-12285	12	7	photos	photo	NOUN
fcis-12285	12	8	captured	capture	VERB
fcis-12285	12	9	by	by	ADP
fcis-12285	12	10	cameras	camera	NOUN
fcis-12285	12	11	provide	provide	VERB
fcis-12285	12	12	significant	significant	ADJ
fcis-12285	12	13	evidence	evidence	NOUN
fcis-12285	12	14	support	support	NOUN
fcis-12285	12	15	for	for	ADP
fcis-12285	12	16	subsequent	subsequent	ADJ
fcis-12285	12	17	image	image	NOUN
fcis-12285	12	18	recognition	recognition	NOUN
fcis-12285	12	19	and	and	CCONJ
fcis-12285	12	20	decision	decision	NOUN
fcis-12285	12	21	-	-	PUNCT
fcis-12285	12	22	making	make	VERB
fcis-12285	12	23	tasks	task	NOUN
fcis-12285	12	24	.	.	PUNCT
fcis-12285	13	1	for	for	ADP
fcis-12285	13	2	video	video	NOUN
fcis-12285	13	3	surveillance	surveillance	NOUN
fcis-12285	13	4	and	and	CCONJ
fcis-12285	13	5	photography	photography	NOUN
fcis-12285	13	6	,	,	PUNCT
fcis-12285	13	7	taking	take	VERB
fcis-12285	13	8	community	community	NOUN
fcis-12285	13	9	surveillance	surveillance	NOUN
fcis-12285	13	10	as	as	ADP
fcis-12285	13	11	an	an	DET
fcis-12285	13	12	example	example	NOUN
fcis-12285	13	13	,	,	PUNCT
fcis-12285	13	14	surveillance	surveillance	NOUN
fcis-12285	13	15	personnel	personnel	NOUN
fcis-12285	13	16	hope	hope	VERB
fcis-12285	13	17	to	to	PART
fcis-12285	13	18	be	be	AUX
fcis-12285	13	19	able	able	ADJ
fcis-12285	13	20	to	to	PART
fcis-12285	13	21	monitor	monitor	VERB
fcis-12285	13	22	the	the	DET
fcis-12285	13	23	scene	scene	NOUN
fcis-12285	13	24	dynamics	dynamic	NOUN
fcis-12285	13	25	in	in	ADP
fcis-12285	13	26	front	front	NOUN
fcis-12285	13	27	of	of	ADP
fcis-12285	13	28	the	the	DET
fcis-12285	13	29	camera	camera	NOUN
fcis-12285	13	30	in	in	ADP
fcis-12285	13	31	real	real	ADJ
fcis-12285	13	32	-	-	PUNCT
fcis-12285	13	33	time	time	NOUN
fcis-12285	13	34	through	through	ADP
fcis-12285	13	35	video	video	NOUN
fcis-12285	13	36	images	image	NOUN
fcis-12285	13	37	.	.	PUNCT
fcis-12285	14	1	for	for	ADP
fcis-12285	14	2	example	example	NOUN
fcis-12285	14	3	,	,	PUNCT
fcis-12285	14	4	they	they	PRON
fcis-12285	14	5	can	can	AUX
fcis-12285	14	6	accurately	accurately	ADV
fcis-12285	14	7	determine	determine	VERB
fcis-12285	14	8	whether	whether	SCONJ
fcis-12285	14	9	they	they	PRON
fcis-12285	14	10	are	be	AUX
fcis-12285	14	11	suspects	suspect	NOUN
fcis-12285	14	12	based	base	VERB
fcis-12285	14	13	on	on	ADP
fcis-12285	14	14	the	the	DET
fcis-12285	14	15	identity	identity	NOUN
fcis-12285	14	16	,	,	PUNCT
fcis-12285	14	17	behavior	behavior	NOUN
fcis-12285	14	18	,	,	PUNCT
fcis-12285	14	19	and	and	CCONJ
fcis-12285	14	20	other	other	ADJ
fcis-12285	14	21	information	information	NOUN
fcis-12285	14	22	of	of	ADP
fcis-12285	14	23	the	the	DET
fcis-12285	14	24	people	people	NOUN
fcis-12285	14	25	in	in	ADP
fcis-12285	14	26	the	the	DET
fcis-12285	14	27	video	video	NOUN
fcis-12285	14	28	,	,	PUNCT
fcis-12285	14	29	and	and	CCONJ
fcis-12285	14	30	monitor	monitor	VERB
fcis-12285	14	31	vehicles	vehicle	NOUN
fcis-12285	14	32	based	base	VERB
fcis-12285	14	33	on	on	ADP
fcis-12285	14	34	the	the	DET
fcis-12285	14	35	vehicle	vehicle	NOUN
fcis-12285	14	36	information	information	NOUN
fcis-12285	14	37	in	in	ADP
fcis-12285	14	38	the	the	DET
fcis-12285	14	39	video	video	NOUN
fcis-12285	15	1	[	[	X
fcis-12285	15	2	3	3	NUM
fcis-12285	15	3	]	]	PUNCT
fcis-12285	15	4	.	.	PUNCT
fcis-12285	16	1	however	however	ADV
fcis-12285	16	2	,	,	PUNCT
fcis-12285	16	3	in	in	ADP
fcis-12285	16	4	the	the	DET
fcis-12285	16	5	case	case	NOUN
fcis-12285	16	6	of	of	ADP
fcis-12285	16	7	weak	weak	ADJ
fcis-12285	16	8	lighting	lighting	NOUN
fcis-12285	16	9	or	or	CCONJ
fcis-12285	16	10	insufficient	insufficient	ADJ
fcis-12285	16	11	exposure	exposure	NOUN
fcis-12285	16	12	,	,	PUNCT
fcis-12285	16	13	the	the	DET
fcis-12285	16	14	collected	collect	VERB
fcis-12285	16	15	images	image	NOUN
fcis-12285	16	16	have	have	VERB
fcis-12285	16	17	shortcomings	shortcoming	NOUN
fcis-12285	16	18	such	such	ADJ
fcis-12285	16	19	as	as	ADP
fcis-12285	16	20	low	low	ADJ
fcis-12285	16	21	brightness	brightness	NOUN
fcis-12285	16	22	,	,	PUNCT
fcis-12285	16	23	color	color	NOUN
fcis-12285	16	24	saturation	saturation	NOUN
fcis-12285	16	25	,	,	PUNCT
fcis-12285	16	26	and	and	CCONJ
fcis-12285	16	27	blurry	blurry	ADJ
fcis-12285	16	28	details	detail	NOUN
fcis-12285	16	29	,	,	PUNCT
fcis-12285	16	30	resulting	result	VERB
fcis-12285	16	31	in	in	ADP
fcis-12285	16	32	reduced	reduced	ADJ
fcis-12285	16	33	image	image	NOUN
fcis-12285	16	34	quality	quality	NOUN
fcis-12285	16	35	and	and	CCONJ
fcis-12285	16	36	loss	loss	NOUN
fcis-12285	16	37	of	of	ADP
fcis-12285	16	38	edge	edge	NOUN
fcis-12285	16	39	details	detail	NOUN
fcis-12285	16	40	,	,	PUNCT
fcis-12285	16	41	which	which	PRON
fcis-12285	16	42	seriously	seriously	ADV
fcis-12285	16	43	affects	affect	VERB
fcis-12285	16	44	the	the	DET
fcis-12285	16	45	use	use	NOUN
fcis-12285	16	46	of	of	ADP
fcis-12285	16	47	the	the	DET
fcis-12285	16	48	image	image	NOUN
fcis-12285	16	49	.	.	PUNCT
fcis-12285	17	1	in	in	ADP
fcis-12285	17	2	order	order	NOUN
fcis-12285	17	3	to	to	PART
fcis-12285	17	4	enhance	enhance	VERB
fcis-12285	17	5	the	the	DET
fcis-12285	17	6	visual	visual	ADJ
fcis-12285	17	7	effect	effect	NOUN
fcis-12285	17	8	of	of	ADP
fcis-12285	17	9	such	such	ADJ
fcis-12285	17	10	images	image	NOUN
fcis-12285	17	11	,	,	PUNCT
fcis-12285	17	12	it	it	PRON
fcis-12285	17	13	is	be	AUX
fcis-12285	17	14	necessary	necessary	ADJ
fcis-12285	17	15	to	to	PART
fcis-12285	17	16	perform	perform	VERB
fcis-12285	17	17	enhancement	enhancement	NOUN
fcis-12285	17	18	processing	processing	NOUN
fcis-12285	17	19	.	.	PUNCT
fcis-12285	18	1	the	the	DET
fcis-12285	18	2	basic	basic	ADJ
fcis-12285	18	3	enhancement	enhancement	NOUN
fcis-12285	18	4	methods	method	NOUN
fcis-12285	18	5	mainly	mainly	ADV
fcis-12285	18	6	include	include	VERB
fcis-12285	18	7	enhancing	enhance	VERB
fcis-12285	18	8	image	image	NOUN
fcis-12285	18	9	edges	edge	NOUN
fcis-12285	18	10	and	and	CCONJ
fcis-12285	18	11	details	detail	NOUN
fcis-12285	18	12	by	by	ADP
fcis-12285	18	13	adjusting	adjust	VERB
fcis-12285	18	14	contrast	contrast	NOUN
fcis-12285	18	15	;	;	PUNCT
fcis-12285	18	16	improving	improve	VERB
fcis-12285	18	17	image	image	NOUN
fcis-12285	18	18	clarity	clarity	NOUN
fcis-12285	18	19	by	by	ADP
fcis-12285	18	20	adjusting	adjust	VERB
fcis-12285	18	21	the	the	DET
fcis-12285	18	22	dynamic	dynamic	ADJ
fcis-12285	18	23	range	range	NOUN
fcis-12285	18	24	to	to	PART
fcis-12285	18	25	suppress	suppress	VERB
fcis-12285	18	26	noise	noise	NOUN
fcis-12285	18	27	and	and	CCONJ
fcis-12285	18	28	other	other	ADJ
fcis-12285	18	29	means	mean	NOUN
fcis-12285	18	30	;	;	PUNCT
fcis-12285	18	31	by	by	ADP
fcis-12285	18	32	increasing	increase	VERB
fcis-12285	18	33	the	the	DET
fcis-12285	18	34	brightness	brightness	NOUN
fcis-12285	18	35	of	of	ADP
fcis-12285	18	36	darker	dark	ADJ
fcis-12285	18	37	areas	area	NOUN
fcis-12285	18	38	,	,	PUNCT
fcis-12285	18	39	the	the	DET
fcis-12285	18	40	image	image	NOUN
fcis-12285	18	41	brightness	brightness	NOUN
fcis-12285	18	42	is	be	AUX
fcis-12285	18	43	maintained	maintain	VERB
fcis-12285	18	44	evenly	evenly	ADV
fcis-12285	18	45	;	;	PUNCT
fcis-12285	18	46	by	by	ADP
fcis-12285	18	47	adjusting	adjust	VERB
fcis-12285	18	48	the	the	DET
fcis-12285	18	49	color	color	NOUN
fcis-12285	18	50	saturation	saturation	NOUN
fcis-12285	18	51	of	of	ADP
fcis-12285	18	52	the	the	DET
fcis-12285	18	53	image	image	NOUN
fcis-12285	18	54	to	to	PART
fcis-12285	18	55	achieve	achieve	VERB
fcis-12285	18	56	good	good	ADJ
fcis-12285	18	57	visual	visual	ADJ
fcis-12285	18	58	effects	effect	NOUN
fcis-12285	18	59	,	,	PUNCT
fcis-12285	18	60	etc	etc	X
fcis-12285	18	61	.	.	X
fcis-12285	19	1	[	[	X
fcis-12285	19	2	4	4	NUM
fcis-12285	19	3	]	]	PUNCT
fcis-12285	19	4	.	.	PUNCT
fcis-12285	20	1	in	in	ADP
fcis-12285	20	2	recent	recent	ADJ
fcis-12285	20	3	years	year	NOUN
fcis-12285	20	4	,	,	PUNCT
fcis-12285	20	5	more	more	ADJ
fcis-12285	20	6	and	and	CCONJ
fcis-12285	20	7	more	more	ADJ
fcis-12285	20	8	researchers	researcher	NOUN
fcis-12285	20	9	in	in	ADP
fcis-12285	20	10	the	the	DET
fcis-12285	20	11	area	area	NOUN
fcis-12285	20	12	of	of	ADP
fcis-12285	20	13	computer	computer	NOUN
fcis-12285	20	14	vision	vision	NOUN
fcis-12285	20	15	have	have	AUX
fcis-12285	20	16	been	be	AUX
fcis-12285	20	17	dedicated	dedicate	VERB
fcis-12285	20	18	to	to	ADP
fcis-12285	20	19	the	the	DET
fcis-12285	20	20	study	study	NOUN
fcis-12285	20	21	of	of	ADP
fcis-12285	20	22	low	low	ADJ
fcis-12285	20	23	illumination	illumination	NOUN
fcis-12285	20	24	image	image	NOUN
fcis-12285	20	25	clarity	clarity	NOUN
fcis-12285	20	26	processing	processing	NOUN
fcis-12285	20	27	.	.	PUNCT
fcis-12285	21	1	currently	currently	ADV
fcis-12285	21	2	,	,	PUNCT
fcis-12285	21	3	existing	exist	VERB
fcis-12285	21	4	algorithms	algorithm	NOUN
fcis-12285	21	5	can	can	AUX
fcis-12285	21	6	enhance	enhance	VERB
fcis-12285	21	7	low	low	ADJ
fcis-12285	21	8	illumination	illumination	NOUN
fcis-12285	21	9	degraded	degrade	VERB
fcis-12285	21	10	images	image	NOUN
fcis-12285	21	11	of	of	ADP
fcis-12285	21	12	natural	natural	ADJ
fcis-12285	21	13	scenes	scene	NOUN
fcis-12285	21	14	,	,	PUNCT
fcis-12285	21	15	but	but	CCONJ
fcis-12285	21	16	the	the	DET
fcis-12285	21	17	enhancement	enhancement	NOUN
fcis-12285	21	18	of	of	ADP
fcis-12285	21	19	image	image	NOUN
fcis-12285	21	20	details	detail	NOUN
fcis-12285	21	21	still	still	ADV
fcis-12285	21	22	needs	need	VERB
fcis-12285	21	23	improvement	improvement	NOUN
fcis-12285	21	24	.	.	PUNCT
fcis-12285	22	1	with	with	ADP
fcis-12285	22	2	the	the	DET
fcis-12285	22	3	continuous	continuous	ADJ
fcis-12285	22	4	upgrading	upgrading	NOUN
fcis-12285	22	5	of	of	ADP
fcis-12285	22	6	hardware	hardware	NOUN
fcis-12285	22	7	performance	performance	NOUN
fcis-12285	22	8	and	and	CCONJ
fcis-12285	22	9	the	the	DET
fcis-12285	22	10	rapid	rapid	ADJ
fcis-12285	22	11	growth	growth	NOUN
fcis-12285	22	12	of	of	ADP
fcis-12285	22	13	deep	deep	ADJ
fcis-12285	22	14	learning	learning	NOUN
fcis-12285	22	15	technology	technology	NOUN
fcis-12285	22	16	,	,	PUNCT
fcis-12285	22	17	a	a	DET
fcis-12285	22	18	large	large	ADJ
fcis-12285	22	19	number	number	NOUN
fcis-12285	22	20	of	of	ADP
fcis-12285	22	21	low	low	ADJ
fcis-12285	22	22	light	light	ADJ
fcis-12285	22	23	image	image	NOUN
fcis-12285	22	24	enhancement	enhancement	NOUN
fcis-12285	22	25	algorithms	algorithm	NOUN
fcis-12285	22	26	based	base	VERB
fcis-12285	22	27	on	on	ADP
fcis-12285	22	28	deep	deep	ADJ
fcis-12285	22	29	learning	learning	NOUN
fcis-12285	22	30	have	have	AUX
fcis-12285	22	31	also	also	ADV
fcis-12285	22	32	emerged	emerge	VERB
fcis-12285	22	33	,	,	PUNCT
fcis-12285	22	34	achieving	achieve	VERB
fcis-12285	22	35	better	well	ADJ
fcis-12285	22	36	results	result	NOUN
fcis-12285	22	37	than	than	ADP
fcis-12285	22	38	traditional	traditional	ADJ
fcis-12285	22	39	algorithms	algorithm	NOUN
fcis-12285	22	40	.	.	PUNCT
fcis-12285	23	1	however	however	ADV
fcis-12285	23	2	,	,	PUNCT
fcis-12285	23	3	there	there	PRON
fcis-12285	23	4	are	be	VERB
fcis-12285	23	5	still	still	ADV
fcis-12285	23	6	shortcomings	shortcoming	NOUN
fcis-12285	23	7	,	,	PUNCT
fcis-12285	23	8	and	and	CCONJ
fcis-12285	23	9	there	there	PRON
fcis-12285	23	10	are	be	VERB
fcis-12285	23	11	still	still	ADV
fcis-12285	23	12	many	many	ADJ
fcis-12285	23	13	challenges	challenge	NOUN
fcis-12285	23	14	in	in	ADP
fcis-12285	23	15	the	the	DET
fcis-12285	23	16	research	research	NOUN
fcis-12285	23	17	of	of	ADP
fcis-12285	23	18	low	low	ADJ
fcis-12285	23	19	light	light	ADJ
fcis-12285	23	20	image	image	NOUN
fcis-12285	23	21	enhancement	enhancement	NOUN
fcis-12285	23	22	algorithms	algorithm	NOUN
fcis-12285	23	23	[	[	X
fcis-12285	23	24	5	5	NUM
fcis-12285	23	25	]	]	PUNCT
fcis-12285	23	26	.	.	PUNCT
fcis-12285	24	1	the	the	DET
fcis-12285	24	2	goal	goal	NOUN
fcis-12285	24	3	of	of	ADP
fcis-12285	24	4	low	low	ADJ
fcis-12285	24	5	light	light	ADJ
fcis-12285	24	6	image	image	NOUN
fcis-12285	24	7	enhancement	enhancement	NOUN
fcis-12285	24	8	technology	technology	NOUN
fcis-12285	24	9	is	be	AUX
fcis-12285	24	10	to	to	PART
fcis-12285	24	11	convert	convert	VERB
fcis-12285	24	12	noisy	noisy	ADJ
fcis-12285	24	13	and	and	CCONJ
fcis-12285	24	14	poorly	poorly	ADV
fcis-12285	24	15	lit	light	VERB
fcis-12285	24	16	images	image	NOUN
fcis-12285	24	17	into	into	ADP
fcis-12285	24	18	clear	clear	ADJ
fcis-12285	24	19	images	image	NOUN
fcis-12285	24	20	equivalent	equivalent	ADJ
fcis-12285	24	21	to	to	ADP
fcis-12285	24	22	those	those	PRON
fcis-12285	24	23	captured	capture	VERB
fcis-12285	24	24	in	in	ADP
fcis-12285	24	25	environments	environment	NOUN
fcis-12285	24	26	with	with	ADP
fcis-12285	24	27	low	low	ADJ
fcis-12285	24	28	noise	noise	NOUN
fcis-12285	24	29	and	and	CCONJ
fcis-12285	24	30	sufficient	sufficient	ADJ
fcis-12285	24	31	lighting	lighting	NOUN
fcis-12285	24	32	[	[	X
fcis-12285	24	33	6	6	NUM
fcis-12285	24	34	]	]	PUNCT
fcis-12285	24	35	.	.	PUNCT
fcis-12285	25	1	image	image	NOUN
fcis-12285	25	2	denoising	denoising	NOUN
fcis-12285	25	3	and	and	CCONJ
fcis-12285	25	4	enhancement	enhancement	NOUN
fcis-12285	25	5	technology	technology	NOUN
fcis-12285	25	6	is	be	AUX
fcis-12285	25	7	aimed	aim	VERB
fcis-12285	25	8	at	at	ADP
fcis-12285	25	9	enhancing	enhance	VERB
fcis-12285	25	10	image	image	NOUN
fcis-12285	25	11	quality	quality	NOUN
fcis-12285	25	12	and	and	CCONJ
fcis-12285	25	13	laying	lay	VERB
fcis-12285	25	14	the	the	DET
fcis-12285	25	15	foundation	foundation	NOUN
fcis-12285	25	16	for	for	ADP
fcis-12285	25	17	image	image	NOUN
fcis-12285	25	18	recognition	recognition	NOUN
fcis-12285	25	19	.	.	PUNCT
fcis-12285	26	1	whether	whether	SCONJ
fcis-12285	26	2	it	it	PRON
fcis-12285	26	3	is	be	AUX
fcis-12285	26	4	enhancing	enhance	VERB
fcis-12285	26	5	the	the	DET
fcis-12285	26	6	useful	useful	ADJ
fcis-12285	26	7	information	information	NOUN
fcis-12285	26	8	in	in	ADP
fcis-12285	26	9	the	the	DET
fcis-12285	26	10	image	image	NOUN
fcis-12285	26	11	or	or	CCONJ
fcis-12285	26	12	restoring	restore	VERB
fcis-12285	26	13	the	the	DET
fcis-12285	26	14	original	original	ADJ
fcis-12285	26	15	effect	effect	NOUN
fcis-12285	26	16	,	,	PUNCT
fcis-12285	26	17	it	it	PRON
fcis-12285	26	18	aims	aim	VERB
fcis-12285	26	19	to	to	PART
fcis-12285	26	20	enhance	enhance	VERB
fcis-12285	26	21	the	the	DET
fcis-12285	26	22	quality	quality	NOUN
fcis-12285	26	23	of	of	ADP
fcis-12285	26	24	the	the	DET
fcis-12285	26	25	image	image	NOUN
fcis-12285	26	26	and	and	CCONJ
fcis-12285	26	27	the	the	DET
fcis-12285	26	28	visual	visual	ADJ
fcis-12285	26	29	effect	effect	NOUN
fcis-12285	26	30	,	,	PUNCT
fcis-12285	26	31	such	such	ADJ
fcis-12285	26	32	as	as	ADP
fcis-12285	26	33	removing	remove	VERB
fcis-12285	26	34	interfering	interfere	VERB
fcis-12285	26	35	data	datum	NOUN
fcis-12285	26	36	and	and	CCONJ
fcis-12285	26	37	making	make	VERB
fcis-12285	26	38	the	the	DET
fcis-12285	26	39	image	image	NOUN
fcis-12285	26	40	appear	appear	VERB
fcis-12285	26	41	clearer	clear	ADJ
fcis-12285	26	42	.	.	PUNCT
fcis-12285	27	1	the	the	DET
fcis-12285	27	2	low	low	ADJ
fcis-12285	27	3	light	light	ADJ
fcis-12285	27	4	enhancement	enhancement	NOUN
fcis-12285	27	5	algorithm	algorithm	NOUN
fcis-12285	27	6	can	can	AUX
fcis-12285	27	7	redisplay	redisplay	VERB
fcis-12285	27	8	the	the	DET
fcis-12285	27	9	details	detail	NOUN
fcis-12285	27	10	buried	bury	VERB
fcis-12285	27	11	in	in	ADP
fcis-12285	27	12	darkness	darkness	NOUN
fcis-12285	27	13	in	in	ADP
fcis-12285	27	14	the	the	DET
fcis-12285	27	15	image	image	NOUN
fcis-12285	27	16	,	,	PUNCT
fcis-12285	27	17	adjust	adjust	VERB
fcis-12285	27	18	the	the	DET
fcis-12285	27	19	brightness	brightness	NOUN
fcis-12285	27	20	of	of	ADP
fcis-12285	27	21	the	the	DET
fcis-12285	27	22	image	image	NOUN
fcis-12285	27	23	,	,	PUNCT
fcis-12285	27	24	and	and	CCONJ
fcis-12285	27	25	eliminate	eliminate	VERB
fcis-12285	27	26	noise	noise	NOUN
fcis-12285	27	27	interference	interference	NOUN
fcis-12285	27	28	,	,	PUNCT
fcis-12285	27	29	thereby	thereby	ADV
fcis-12285	27	30	enhancing	enhance	VERB
fcis-12285	27	31	the	the	DET
fcis-12285	27	32	overall	overall	ADJ
fcis-12285	27	33	effect	effect	NOUN
fcis-12285	27	34	of	of	ADP
fcis-12285	27	35	the	the	DET
fcis-12285	27	36	image	image	NOUN
fcis-12285	27	37	.	.	PUNCT
fcis-12285	28	1	this	this	DET
fcis-12285	28	2	article	article	NOUN
fcis-12285	28	3	proposes	propose	VERB
fcis-12285	28	4	a	a	DET
fcis-12285	28	5	low	low	ADJ
fcis-12285	28	6	light	light	ADJ
fcis-12285	28	7	image	image	NOUN
fcis-12285	28	8	enhancement	enhancement	NOUN
fcis-12285	28	9	algorithm	algorithm	NOUN
fcis-12285	28	10	based	base	VERB
fcis-12285	28	11	on	on	ADP
fcis-12285	28	12	cnn	cnn	PROPN
fcis-12285	28	13	model	model	NOUN
fcis-12285	28	14	,	,	PUNCT
fcis-12285	28	15	which	which	PRON
fcis-12285	28	16	can	can	AUX
fcis-12285	28	17	properly	properly	ADV
fcis-12285	28	18	enhance	enhance	VERB
fcis-12285	28	19	the	the	DET
fcis-12285	28	20	quality	quality	NOUN
fcis-12285	28	21	of	of	ADP
fcis-12285	28	22	low	low	ADJ
fcis-12285	28	23	light	light	ADJ
fcis-12285	28	24	images	image	NOUN
fcis-12285	28	25	and	and	CCONJ
fcis-12285	28	26	perform	perform	VERB
fcis-12285	28	27	well	well	ADV
fcis-12285	28	28	on	on	ADP
fcis-12285	28	29	multiple	multiple	ADJ
fcis-12285	28	30	common	common	ADJ
fcis-12285	28	31	datasets	dataset	NOUN
fcis-12285	28	32	.	.	PUNCT
fcis-12285	29	1	2	2	X
fcis-12285	29	2	.	.	X
fcis-12285	29	3	low	low	ADJ
fcis-12285	29	4	light	light	ADJ
fcis-12285	29	5	image	image	NOUN
fcis-12285	29	6	enhancement	enhancement	NOUN
fcis-12285	29	7	algorithm	algorithm	NOUN
fcis-12285	29	8	2.1	2.1	NUM
fcis-12285	29	9	.	.	PUNCT
fcis-12285	30	1	cnn	cnn	PROPN
fcis-12285	30	2	structure	structure	PROPN
fcis-12285	30	3	cnns	cnn	NOUN
fcis-12285	30	4	are	be	AUX
fcis-12285	30	5	formed	form	VERB
fcis-12285	30	6	by	by	ADP
fcis-12285	30	7	combining	combine	VERB
fcis-12285	30	8	artificial	artificial	ADJ
fcis-12285	30	9	neural	neural	ADJ
fcis-12285	30	10	networks	network	NOUN
fcis-12285	30	11	and	and	CCONJ
fcis-12285	30	12	deep	deep	ADJ
fcis-12285	30	13	learning	learning	NOUN
fcis-12285	30	14	algorithms	algorithm	NOUN
fcis-12285	30	15	,	,	PUNCT
fcis-12285	30	16	and	and	CCONJ
fcis-12285	30	17	have	have	VERB
fcis-12285	30	18	significant	significant	ADJ
fcis-12285	30	19	effects	effect	NOUN
fcis-12285	30	20	in	in	ADP
fcis-12285	30	21	28	28	NUM
fcis-12285	30	22	image	image	NOUN
fcis-12285	30	23	processing	processing	NOUN
fcis-12285	30	24	[	[	X
fcis-12285	30	25	7	7	NUM
fcis-12285	30	26	]	]	PUNCT
fcis-12285	30	27	.	.	PUNCT
fcis-12285	31	1	cnns	cnns	PROPN
fcis-12285	31	2	have	have	VERB
fcis-12285	31	3	powerful	powerful	ADJ
fcis-12285	31	4	feature	feature	NOUN
fcis-12285	31	5	extraction	extraction	NOUN
fcis-12285	31	6	and	and	CCONJ
fcis-12285	31	7	learning	learning	NOUN
fcis-12285	31	8	abilities	ability	NOUN
fcis-12285	31	9	,	,	PUNCT
fcis-12285	31	10	which	which	PRON
fcis-12285	31	11	can	can	AUX
fcis-12285	31	12	extract	extract	VERB
fcis-12285	31	13	significant	significant	ADJ
fcis-12285	31	14	feature	feature	NOUN
fcis-12285	31	15	information	information	NOUN
fcis-12285	31	16	from	from	ADP
fcis-12285	31	17	input	input	NOUN
fcis-12285	31	18	information	information	NOUN
fcis-12285	31	19	[	[	X
fcis-12285	31	20	8	8	NUM
fcis-12285	31	21	]	]	PUNCT
fcis-12285	31	22	.	.	PUNCT
fcis-12285	32	1	therefore	therefore	ADV
fcis-12285	32	2	,	,	PUNCT
fcis-12285	32	3	it	it	PRON
fcis-12285	32	4	is	be	AUX
fcis-12285	32	5	widely	widely	ADV
fcis-12285	32	6	used	use	VERB
fcis-12285	32	7	in	in	ADP
fcis-12285	32	8	other	other	ADJ
fcis-12285	32	9	visual	visual	ADJ
fcis-12285	32	10	tasks	task	NOUN
fcis-12285	32	11	such	such	ADJ
fcis-12285	32	12	as	as	ADP
fcis-12285	32	13	scene	scene	NOUN
fcis-12285	32	14	labeling	labeling	NOUN
fcis-12285	32	15	,	,	PUNCT
fcis-12285	32	16	object	object	NOUN
fcis-12285	32	17	detection	detection	NOUN
fcis-12285	32	18	,	,	PUNCT
fcis-12285	32	19	image	image	NOUN
fcis-12285	32	20	segmentation	segmentation	NOUN
fcis-12285	32	21	,	,	PUNCT
fcis-12285	32	22	and	and	CCONJ
fcis-12285	32	23	image	image	NOUN
fcis-12285	32	24	classification	classification	NOUN
fcis-12285	32	25	.	.	PUNCT
fcis-12285	33	1	the	the	DET
fcis-12285	33	2	structure	structure	NOUN
fcis-12285	33	3	of	of	ADP
fcis-12285	33	4	the	the	DET
fcis-12285	33	5	cnn	cnn	PROPN
fcis-12285	33	6	is	be	AUX
fcis-12285	33	7	shown	show	VERB
fcis-12285	33	8	in	in	ADP
fcis-12285	33	9	figure	figure	NOUN
fcis-12285	33	10	1	1	NUM
fcis-12285	33	11	.	.	PUNCT
fcis-12285	33	12	figure	figure	NOUN
fcis-12285	33	13	1	1	NUM
fcis-12285	33	14	.	.	PUNCT
fcis-12285	33	15	cnn	cnn	PROPN
fcis-12285	33	16	structure	structure	NOUN
fcis-12285	33	17	in	in	ADP
fcis-12285	33	18	addition	addition	NOUN
fcis-12285	33	19	to	to	ADP
fcis-12285	33	20	including	include	VERB
fcis-12285	33	21	input	input	NOUN
fcis-12285	33	22	and	and	CCONJ
fcis-12285	33	23	output	output	NOUN
fcis-12285	33	24	layers	layer	NOUN
fcis-12285	33	25	,	,	PUNCT
fcis-12285	33	26	it	it	PRON
fcis-12285	33	27	also	also	ADV
fcis-12285	33	28	includes	include	VERB
fcis-12285	33	29	hidden	hidden	ADJ
fcis-12285	33	30	layers	layer	NOUN
fcis-12285	33	31	in	in	ADP
fcis-12285	33	32	the	the	DET
fcis-12285	33	33	middle	middle	NOUN
fcis-12285	33	34	.	.	PUNCT
fcis-12285	34	1	the	the	DET
fcis-12285	34	2	input	input	NOUN
fcis-12285	34	3	layer	layer	NOUN
fcis-12285	34	4	is	be	AUX
fcis-12285	34	5	mainly	mainly	ADV
fcis-12285	34	6	used	use	VERB
fcis-12285	34	7	to	to	PART
fcis-12285	34	8	obtain	obtain	VERB
fcis-12285	34	9	information	information	NOUN
fcis-12285	34	10	about	about	ADP
fcis-12285	34	11	input	input	NOUN
fcis-12285	34	12	data	datum	NOUN
fcis-12285	34	13	such	such	ADJ
fcis-12285	34	14	as	as	ADP
fcis-12285	34	15	images	image	NOUN
fcis-12285	34	16	,	,	PUNCT
fcis-12285	34	17	audio	audio	NOUN
fcis-12285	34	18	,	,	PUNCT
fcis-12285	34	19	text	text	NOUN
fcis-12285	34	20	,	,	PUNCT
fcis-12285	34	21	etc	etc	X
fcis-12285	34	22	.	.	X
fcis-12285	35	1	[	[	X
fcis-12285	35	2	9	9	NUM
fcis-12285	35	3	]	]	PUNCT
fcis-12285	35	4	.	.	PUNCT
fcis-12285	36	1	the	the	DET
fcis-12285	36	2	hidden	hide	VERB
fcis-12285	36	3	layer	layer	NOUN
fcis-12285	36	4	is	be	AUX
fcis-12285	36	5	a	a	DET
fcis-12285	36	6	multi	multi	ADJ
fcis-12285	36	7	-	-	ADJ
fcis-12285	36	8	layer	layer	ADJ
fcis-12285	36	9	nonlinear	nonlinear	ADJ
fcis-12285	36	10	structure	structure	NOUN
fcis-12285	36	11	of	of	ADP
fcis-12285	36	12	neural	neural	ADJ
fcis-12285	36	13	layers	layer	NOUN
fcis-12285	36	14	,	,	PUNCT
fcis-12285	36	15	consisting	consist	VERB
fcis-12285	36	16	of	of	ADP
fcis-12285	36	17	three	three	NUM
fcis-12285	36	18	levels	level	NOUN
fcis-12285	36	19	:	:	PUNCT
fcis-12285	36	20	linear	linear	ADJ
fcis-12285	36	21	activation	activation	NOUN
fcis-12285	36	22	response	response	NOUN
fcis-12285	36	23	,	,	PUNCT
fcis-12285	36	24	detection	detection	NOUN
fcis-12285	36	25	level	level	NOUN
fcis-12285	36	26	,	,	PUNCT
fcis-12285	36	27	and	and	CCONJ
fcis-12285	36	28	pooling	pool	VERB
fcis-12285	36	29	function	function	NOUN
fcis-12285	36	30	.	.	PUNCT
fcis-12285	37	1	the	the	DET
fcis-12285	37	2	hidden	hide	VERB
fcis-12285	37	3	layer	layer	NOUN
fcis-12285	37	4	is	be	AUX
fcis-12285	37	5	mainly	mainly	ADV
fcis-12285	37	6	used	use	VERB
fcis-12285	37	7	for	for	ADP
fcis-12285	37	8	feature	feature	NOUN
fcis-12285	37	9	transformation	transformation	NOUN
fcis-12285	37	10	,	,	PUNCT
fcis-12285	37	11	usually	usually	ADV
fcis-12285	37	12	in	in	ADP
fcis-12285	37	13	a	a	DET
fcis-12285	37	14	fully	fully	ADV
fcis-12285	37	15	connected	connected	ADJ
fcis-12285	37	16	structure	structure	NOUN
fcis-12285	37	17	,	,	PUNCT
fcis-12285	37	18	which	which	PRON
fcis-12285	37	19	takes	take	VERB
fcis-12285	37	20	the	the	DET
fcis-12285	37	21	output	output	NOUN
fcis-12285	37	22	of	of	ADP
fcis-12285	37	23	all	all	DET
fcis-12285	37	24	nodes	node	NOUN
fcis-12285	37	25	in	in	ADP
fcis-12285	37	26	the	the	DET
fcis-12285	37	27	upper	upper	ADJ
fcis-12285	37	28	layer	layer	NOUN
fcis-12285	37	29	as	as	ADP
fcis-12285	37	30	the	the	DET
fcis-12285	37	31	input	input	NOUN
fcis-12285	37	32	of	of	ADP
fcis-12285	37	33	the	the	DET
fcis-12285	37	34	lower	low	ADJ
fcis-12285	37	35	layer	layer	NOUN
fcis-12285	37	36	nodes	node	NOUN
fcis-12285	37	37	.	.	PUNCT
fcis-12285	38	1	in	in	ADP
fcis-12285	38	2	practical	practical	ADJ
fcis-12285	38	3	applications	application	NOUN
fcis-12285	38	4	,	,	PUNCT
fcis-12285	38	5	the	the	DET
fcis-12285	38	6	setting	setting	NOUN
fcis-12285	38	7	of	of	ADP
fcis-12285	38	8	the	the	DET
fcis-12285	38	9	number	number	NOUN
fcis-12285	38	10	of	of	ADP
fcis-12285	38	11	hidden	hidden	ADJ
fcis-12285	38	12	layers	layer	NOUN
fcis-12285	38	13	is	be	AUX
fcis-12285	38	14	influenced	influence	VERB
fcis-12285	38	15	by	by	ADP
fcis-12285	38	16	the	the	DET
fcis-12285	38	17	functionality	functionality	NOUN
fcis-12285	38	18	and	and	CCONJ
fcis-12285	38	19	application	application	NOUN
fcis-12285	38	20	of	of	ADP
fcis-12285	38	21	the	the	DET
fcis-12285	38	22	network	network	NOUN
fcis-12285	38	23	,	,	PUNCT
fcis-12285	38	24	and	and	CCONJ
fcis-12285	38	25	a	a	DET
fcis-12285	38	26	network	network	NOUN
fcis-12285	38	27	with	with	ADP
fcis-12285	38	28	more	more	ADJ
fcis-12285	38	29	layers	layer	NOUN
fcis-12285	38	30	is	be	AUX
fcis-12285	38	31	called	call	VERB
fcis-12285	38	32	a	a	DET
fcis-12285	38	33	deep	deep	ADJ
fcis-12285	38	34	neural	neural	ADJ
fcis-12285	38	35	network	network	NOUN
fcis-12285	38	36	.	.	PUNCT
fcis-12285	39	1	the	the	DET
fcis-12285	39	2	output	output	NOUN
fcis-12285	39	3	layer	layer	NOUN
fcis-12285	39	4	is	be	AUX
fcis-12285	39	5	the	the	DET
fcis-12285	39	6	result	result	NOUN
fcis-12285	39	7	of	of	ADP
fcis-12285	39	8	feature	feature	NOUN
fcis-12285	39	9	extraction	extraction	NOUN
fcis-12285	39	10	of	of	ADP
fcis-12285	39	11	images	image	NOUN
fcis-12285	39	12	through	through	ADP
fcis-12285	39	13	cnns	cnn	NOUN
fcis-12285	39	14	,	,	PUNCT
fcis-12285	39	15	and	and	CCONJ
fcis-12285	39	16	the	the	DET
fcis-12285	39	17	data	data	NOUN
fcis-12285	39	18	format	format	NOUN
fcis-12285	39	19	at	at	ADP
fcis-12285	39	20	the	the	DET
fcis-12285	39	21	output	output	NOUN
fcis-12285	39	22	end	end	NOUN
fcis-12285	39	23	needs	need	VERB
fcis-12285	39	24	to	to	PART
fcis-12285	39	25	be	be	AUX
fcis-12285	39	26	set	set	VERB
fcis-12285	39	27	according	accord	VERB
fcis-12285	39	28	to	to	ADP
fcis-12285	39	29	specific	specific	ADJ
fcis-12285	39	30	tasks	task	NOUN
fcis-12285	39	31	.	.	PUNCT
fcis-12285	40	1	cnns	cnn	NOUN
fcis-12285	40	2	achieve	achieve	VERB
fcis-12285	40	3	feature	feature	NOUN
fcis-12285	40	4	extraction	extraction	NOUN
fcis-12285	40	5	and	and	CCONJ
fcis-12285	40	6	classification	classification	NOUN
fcis-12285	40	7	of	of	ADP
fcis-12285	40	8	images	image	NOUN
fcis-12285	40	9	in	in	ADP
fcis-12285	40	10	hidden	hidden	ADJ
fcis-12285	40	11	layers	layer	NOUN
fcis-12285	40	12	,	,	PUNCT
fcis-12285	40	13	so	so	ADV
fcis-12285	40	14	optimizing	optimize	VERB
fcis-12285	40	15	the	the	DET
fcis-12285	40	16	convolutional	convolutional	ADJ
fcis-12285	40	17	layer	layer	NOUN
fcis-12285	40	18	and	and	CCONJ
fcis-12285	40	19	single	single	ADJ
fcis-12285	40	20	-	-	PUNCT
fcis-12285	40	21	layer	layer	NOUN
fcis-12285	40	22	perceptron	perceptron	NOUN
fcis-12285	40	23	can	can	AUX
fcis-12285	40	24	enhance	enhance	VERB
fcis-12285	40	25	the	the	DET
fcis-12285	40	26	precision	precision	NOUN
fcis-12285	40	27	of	of	ADP
fcis-12285	40	28	feature	feature	NOUN
fcis-12285	40	29	extraction	extraction	NOUN
fcis-12285	40	30	and	and	CCONJ
fcis-12285	40	31	optimize	optimize	VERB
fcis-12285	40	32	the	the	DET
fcis-12285	40	33	effectiveness	effectiveness	NOUN
fcis-12285	40	34	of	of	ADP
fcis-12285	40	35	classification	classification	NOUN
fcis-12285	40	36	[	[	X
fcis-12285	40	37	10	10	NUM
fcis-12285	40	38	]	]	PUNCT
fcis-12285	40	39	.	.	PUNCT
fcis-12285	41	1	2.2	2.2	NUM
fcis-12285	41	2	.	.	PUNCT
fcis-12285	42	1	low	low	ADJ
fcis-12285	42	2	light	light	ADJ
fcis-12285	42	3	image	image	NOUN
fcis-12285	42	4	enhancement	enhancement	NOUN
fcis-12285	42	5	algorithm	algorithm	NOUN
fcis-12285	42	6	in	in	ADP
fcis-12285	42	7	strong	strong	ADJ
fcis-12285	42	8	and	and	CCONJ
fcis-12285	42	9	weak	weak	ADJ
fcis-12285	42	10	lighting	lighting	NOUN
fcis-12285	42	11	environments	environment	NOUN
fcis-12285	43	1	,	,	PUNCT
fcis-12285	43	2	most	most	ADJ
fcis-12285	43	3	digital	digital	ADJ
fcis-12285	43	4	images	image	NOUN
fcis-12285	43	5	are	be	AUX
fcis-12285	43	6	captured	capture	VERB
fcis-12285	43	7	with	with	ADP
fcis-12285	43	8	low	low	ADJ
fcis-12285	43	9	contrast	contrast	NOUN
fcis-12285	43	10	or	or	CCONJ
fcis-12285	43	11	high	high	ADJ
fcis-12285	43	12	or	or	CCONJ
fcis-12285	43	13	low	low	ADJ
fcis-12285	43	14	brightness	brightness	NOUN
fcis-12285	43	15	,	,	PUNCT
fcis-12285	43	16	resulting	result	VERB
fcis-12285	43	17	in	in	ADP
fcis-12285	43	18	blurry	blurry	ADJ
fcis-12285	43	19	details	detail	NOUN
fcis-12285	43	20	in	in	ADP
fcis-12285	43	21	the	the	DET
fcis-12285	43	22	image	image	NOUN
fcis-12285	43	23	.	.	PUNCT
fcis-12285	44	1	the	the	DET
fcis-12285	44	2	rgb	rgb	PROPN
fcis-12285	44	3	color	color	NOUN
fcis-12285	44	4	model	model	NOUN
fcis-12285	44	5	is	be	AUX
fcis-12285	44	6	often	often	ADV
fcis-12285	44	7	used	use	VERB
fcis-12285	44	8	in	in	ADP
fcis-12285	44	9	computer	computer	NOUN
fcis-12285	44	10	technology	technology	NOUN
fcis-12285	44	11	and	and	CCONJ
fcis-12285	44	12	is	be	AUX
fcis-12285	44	13	the	the	DET
fcis-12285	44	14	most	most	ADV
fcis-12285	44	15	widely	widely	ADV
fcis-12285	44	16	used	use	VERB
fcis-12285	44	17	compared	compare	VERB
fcis-12285	44	18	to	to	ADP
fcis-12285	44	19	other	other	ADJ
fcis-12285	44	20	color	color	NOUN
fcis-12285	44	21	models	model	NOUN
fcis-12285	44	22	.	.	PUNCT
fcis-12285	45	1	this	this	DET
fcis-12285	45	2	color	color	NOUN
fcis-12285	45	3	model	model	NOUN
fcis-12285	45	4	is	be	AUX
fcis-12285	45	5	based	base	VERB
fcis-12285	45	6	on	on	ADP
fcis-12285	45	7	the	the	DET
fcis-12285	45	8	structure	structure	NOUN
fcis-12285	45	9	of	of	ADP
fcis-12285	45	10	the	the	DET
fcis-12285	45	11	human	human	ADJ
fcis-12285	45	12	eye	eye	NOUN
fcis-12285	45	13	,	,	PUNCT
fcis-12285	45	14	that	that	ADV
fcis-12285	45	15	is	is	ADV
fcis-12285	45	16	,	,	PUNCT
fcis-12285	45	17	all	all	DET
fcis-12285	45	18	colors	color	NOUN
fcis-12285	45	19	in	in	ADP
fcis-12285	45	20	nature	nature	NOUN
fcis-12285	45	21	can	can	AUX
fcis-12285	45	22	be	be	AUX
fcis-12285	45	23	represented	represent	VERB
fcis-12285	45	24	or	or	CCONJ
fcis-12285	45	25	synthesized	synthesize	VERB
fcis-12285	45	26	using	use	VERB
fcis-12285	45	27	the	the	DET
fcis-12285	45	28	three	three	NUM
fcis-12285	45	29	primary	primary	ADJ
fcis-12285	45	30	colors	color	NOUN
fcis-12285	45	31	of	of	ADP
fcis-12285	45	32	red	red	ADJ
fcis-12285	45	33	,	,	PUNCT
fcis-12285	45	34	green	green	ADJ
fcis-12285	45	35	,	,	PUNCT
fcis-12285	45	36	and	and	CCONJ
fcis-12285	45	37	blue	blue	ADJ
fcis-12285	45	38	.	.	PUNCT
fcis-12285	46	1	if	if	SCONJ
fcis-12285	46	2	images	image	NOUN
fcis-12285	46	3	are	be	AUX
fcis-12285	46	4	collected	collect	VERB
fcis-12285	46	5	in	in	ADP
fcis-12285	46	6	harsh	harsh	ADJ
fcis-12285	46	7	environmental	environmental	ADJ
fcis-12285	46	8	conditions	condition	NOUN
fcis-12285	46	9	such	such	ADJ
fcis-12285	46	10	as	as	ADP
fcis-12285	46	11	rain	rain	NOUN
fcis-12285	46	12	or	or	CCONJ
fcis-12285	46	13	insufficient	insufficient	ADJ
fcis-12285	46	14	lighting	lighting	NOUN
fcis-12285	46	15	,	,	PUNCT
fcis-12285	46	16	the	the	DET
fcis-12285	46	17	quality	quality	NOUN
fcis-12285	46	18	of	of	ADP
fcis-12285	46	19	the	the	DET
fcis-12285	46	20	images	image	NOUN
fcis-12285	46	21	will	will	AUX
fcis-12285	46	22	be	be	AUX
fcis-12285	46	23	very	very	ADV
fcis-12285	46	24	low	low	ADJ
fcis-12285	46	25	,	,	PUNCT
fcis-12285	46	26	resulting	result	VERB
fcis-12285	46	27	in	in	ADP
fcis-12285	46	28	problems	problem	NOUN
fcis-12285	46	29	such	such	ADJ
fcis-12285	46	30	as	as	ADP
fcis-12285	46	31	darker	dark	ADJ
fcis-12285	46	32	images	image	NOUN
fcis-12285	46	33	,	,	PUNCT
fcis-12285	46	34	low	low	ADJ
fcis-12285	46	35	contrast	contrast	NOUN
fcis-12285	46	36	,	,	PUNCT
fcis-12285	46	37	and	and	CCONJ
fcis-12285	46	38	missing	miss	VERB
fcis-12285	46	39	details	detail	NOUN
fcis-12285	46	40	.	.	PUNCT
fcis-12285	47	1	in	in	ADP
fcis-12285	47	2	response	response	NOUN
fcis-12285	47	3	to	to	ADP
fcis-12285	47	4	the	the	DET
fcis-12285	47	5	shortcomings	shortcoming	NOUN
fcis-12285	47	6	of	of	ADP
fcis-12285	47	7	current	current	ADJ
fcis-12285	47	8	low	low	ADJ
fcis-12285	47	9	light	light	ADJ
fcis-12285	47	10	image	image	NOUN
fcis-12285	47	11	enhancement	enhancement	NOUN
fcis-12285	47	12	algorithms	algorithm	NOUN
fcis-12285	47	13	such	such	ADJ
fcis-12285	47	14	as	as	ADP
fcis-12285	47	15	excessive	excessive	ADJ
fcis-12285	47	16	enhancement	enhancement	NOUN
fcis-12285	47	17	or	or	CCONJ
fcis-12285	47	18	unnatural	unnatural	ADJ
fcis-12285	47	19	effects	effect	NOUN
fcis-12285	47	20	,	,	PUNCT
fcis-12285	47	21	artifacts	artifact	NOUN
fcis-12285	47	22	,	,	PUNCT
fcis-12285	47	23	and	and	CCONJ
fcis-12285	47	24	strong	strong	ADJ
fcis-12285	47	25	saturation	saturation	NOUN
fcis-12285	47	26	,	,	PUNCT
fcis-12285	47	27	this	this	DET
fcis-12285	47	28	article	article	NOUN
fcis-12285	47	29	combines	combine	VERB
fcis-12285	47	30	the	the	DET
fcis-12285	47	31	advantages	advantage	NOUN
fcis-12285	47	32	of	of	ADP
fcis-12285	47	33	color	color	NOUN
fcis-12285	47	34	model	model	NOUN
fcis-12285	47	35	transformation	transformation	NOUN
fcis-12285	47	36	algorithms	algorithm	NOUN
fcis-12285	47	37	and	and	CCONJ
fcis-12285	47	38	cnns	cnn	NOUN
fcis-12285	47	39	to	to	PART
fcis-12285	47	40	enhance	enhance	VERB
fcis-12285	47	41	low	low	ADJ
fcis-12285	47	42	light	light	ADJ
fcis-12285	47	43	images	image	NOUN
fcis-12285	47	44	.	.	PUNCT
fcis-12285	48	1	the	the	DET
fcis-12285	48	2	expression	expression	NOUN
fcis-12285	48	3	for	for	ADP
fcis-12285	48	4	color	color	NOUN
fcis-12285	48	5	space	space	NOUN
fcis-12285	48	6	model	model	NOUN
fcis-12285	48	7	transformation	transformation	NOUN
fcis-12285	48	8	is	be	AUX
fcis-12285	48	9	as	as	SCONJ
fcis-12285	48	10	follows	follow	VERB
fcis-12285	48	11	:	:	PUNCT
fcis-12285	48	12			NOUN
fcis-12285	48	13			SYM
fcis-12285	48	14			NOUN
fcis-12285	48	15			NOUN
fcis-12285	48	16			NOUN
fcis-12285	48	17			NOUN
fcis-12285	48	18			PUNCT
fcis-12285	48	19			NOUN
fcis-12285	49	1			NOUN
fcis-12285	49	2			NOUN
fcis-12285	49	3			NUM
fcis-12285	49	4			PROPN
fcis-12285	49	5			PROPN
fcis-12285	49	6			NOUN
fcis-12285	49	7			NUM
fcis-12285	49	8			NUM
fcis-12285	49	9			ADP
fcis-12285	49	10			NOUN
fcis-12285	49	11			VERB
fcis-12285	50	1			PROPN
fcis-12285	50	2			PROPN
fcis-12285	50	3	bgbrgr	bgbrgr	NOUN
fcis-12285	50	4	brgr	brgr	NOUN
fcis-12285	50	5	2	2	NUM
fcis-12285	50	6	1	1	NUM
fcis-12285	50	7	2/	2/	NUM
fcis-12285	50	8	cos	cos	ADJ
fcis-12285	50	9	(	(	PUNCT
fcis-12285	50	10	1	1	NUM
fcis-12285	50	11	)	)	PUNCT
fcis-12285	50	12			NOUN
fcis-12285	50	13			NOUN
fcis-12285	50	14			ADP
fcis-12285	50	15			PROPN
fcis-12285	50	16			NOUN
fcis-12285	50	17			PRON
fcis-12285	51	1	gb	gb	ADP
fcis-12285	51	2	gb	gb	NOUN
fcis-12285	51	3	h	h	NOUN
fcis-12285	51	4			PROPN
fcis-12285	51	5			PROPN
fcis-12285	52	1	360	360	NUM
fcis-12285	52	2	(	(	PUNCT
fcis-12285	52	3	2	2	NUM
fcis-12285	52	4	)	)	PUNCT
fcis-12285	52	5			NOUN
fcis-12285	52	6			PROPN
fcis-12285	52	7	bgr	bgr	PROPN
fcis-12285	52	8	bgr	bgr	PROPN
fcis-12285	52	9	s	s	PROPN
fcis-12285	52	10			PROPN
fcis-12285	52	11			ADJ
fcis-12285	52	12			NOUN
fcis-12285	52	13	,	,	PUNCT
fcis-12285	52	14	,	,	PUNCT
fcis-12285	52	15	min3	min3	NOUN
fcis-12285	52	16	1	1	NUM
fcis-12285	52	17	(	(	PUNCT
fcis-12285	52	18	3	3	NUM
fcis-12285	52	19	)	)	PUNCT
fcis-12285	52	20			NOUN
fcis-12285	52	21			PUNCT
fcis-12285	52	22	3	3	NUM
fcis-12285	52	23	/	/	SYM
fcis-12285	52	24	bgri	bgri	NOUN
fcis-12285	52	25			PUNCT
fcis-12285	52	26	(	(	PUNCT
fcis-12285	52	27	4	4	NUM
fcis-12285	52	28	)	)	PUNCT
fcis-12285	52	29	for	for	ADP
fcis-12285	52	30	hsi	hsi	PROPN
fcis-12285	52	31	space	space	NOUN
fcis-12285	52	32	,	,	PUNCT
fcis-12285	52	33	the	the	DET
fcis-12285	52	34	values	value	NOUN
fcis-12285	52	35	of	of	ADP
fcis-12285	52	36	each	each	DET
fcis-12285	52	37	color	color	NOUN
fcis-12285	52	38	component	component	NOUN
fcis-12285	52	39	are	be	AUX
fcis-12285	52	40	11,11,3600	11,11,3600	NUM
fcis-12285	52	41			NOUN
fcis-12285	52	42	ish	ish	VERB
fcis-12285	52	43			PROPN
fcis-12285	52	44	.	.	PUNCT
fcis-12285	53	1	due	due	ADP
fcis-12285	53	2	to	to	ADP
fcis-12285	53	3	the	the	DET
fcis-12285	53	4	differences	difference	NOUN
fcis-12285	53	5	in	in	ADP
fcis-12285	53	6	hueh	hueh	NOUN
fcis-12285	53	7	,	,	PUNCT
fcis-12285	53	8	the	the	DET
fcis-12285	53	9	conversion	conversion	NOUN
fcis-12285	53	10	from	from	ADP
fcis-12285	53	11	hsi	hsi	PROPN
fcis-12285	53	12	color	color	NOUN
fcis-12285	53	13	space	space	NOUN
fcis-12285	53	14	to	to	ADP
fcis-12285	53	15	rgb	rgb	PROPN
fcis-12285	53	16	color	color	NOUN
fcis-12285	53	17	space	space	NOUN
fcis-12285	53	18	needs	need	VERB
fcis-12285	53	19	to	to	PART
fcis-12285	53	20	be	be	AUX
fcis-12285	53	21	adjusted	adjust	VERB
fcis-12285	53	22	according	accord	VERB
fcis-12285	53	23	to	to	ADP
fcis-12285	53	24	the	the	DET
fcis-12285	53	25	changes	change	NOUN
fcis-12285	53	26	inh	inh	PROPN
fcis-12285	53	27	.	.	PUNCT
fcis-12285	54	1	during	during	ADP
fcis-12285	54	2	the	the	DET
fcis-12285	54	3	imaging	imaging	NOUN
fcis-12285	54	4	process	process	NOUN
fcis-12285	54	5	,	,	PUNCT
fcis-12285	54	6	if	if	SCONJ
fcis-12285	54	7	the	the	DET
fcis-12285	54	8	lighting	lighting	NOUN
fcis-12285	54	9	intensity	intensity	NOUN
fcis-12285	54	10	of	of	ADP
fcis-12285	54	11	the	the	DET
fcis-12285	54	12	surrounding	surround	VERB
fcis-12285	54	13	environment	environment	NOUN
fcis-12285	54	14	is	be	AUX
fcis-12285	54	15	weak	weak	ADJ
fcis-12285	54	16	,	,	PUNCT
fcis-12285	54	17	the	the	DET
fcis-12285	54	18	light	light	NOUN
fcis-12285	54	19	shining	shine	VERB
fcis-12285	54	20	on	on	ADP
fcis-12285	54	21	the	the	DET
fcis-12285	54	22	object	object	NOUN
fcis-12285	54	23	is	be	AUX
fcis-12285	54	24	uneven	uneven	ADJ
fcis-12285	54	25	,	,	PUNCT
fcis-12285	54	26	and	and	CCONJ
fcis-12285	54	27	the	the	DET
fcis-12285	54	28	backlight	backlight	NOUN
fcis-12285	54	29	is	be	AUX
fcis-12285	54	30	not	not	PART
fcis-12285	54	31	uniform	uniform	ADJ
fcis-12285	54	32	,	,	PUNCT
fcis-12285	54	33	it	it	PRON
fcis-12285	54	34	will	will	AUX
fcis-12285	54	35	cause	cause	VERB
fcis-12285	54	36	the	the	DET
fcis-12285	54	37	obtained	obtain	VERB
fcis-12285	54	38	image	image	NOUN
fcis-12285	54	39	to	to	PART
fcis-12285	54	40	be	be	AUX
fcis-12285	54	41	dark	dark	ADJ
fcis-12285	54	42	in	in	ADP
fcis-12285	54	43	local	local	ADJ
fcis-12285	54	44	areas	area	NOUN
fcis-12285	54	45	or	or	CCONJ
fcis-12285	54	46	overall	overall	ADJ
fcis-12285	54	47	,	,	PUNCT
fcis-12285	54	48	seriously	seriously	ADV
fcis-12285	54	49	affecting	affect	VERB
fcis-12285	54	50	the	the	DET
fcis-12285	54	51	optical	optical	ADJ
fcis-12285	54	52	quality	quality	NOUN
fcis-12285	54	53	of	of	ADP
fcis-12285	54	54	the	the	DET
fcis-12285	54	55	image	image	NOUN
fcis-12285	54	56	.	.	PUNCT
fcis-12285	55	1	in	in	ADP
fcis-12285	55	2	order	order	NOUN
fcis-12285	55	3	to	to	PART
fcis-12285	55	4	learn	learn	VERB
fcis-12285	55	5	the	the	DET
fcis-12285	55	6	relationship	relationship	NOUN
fcis-12285	55	7	between	between	ADP
fcis-12285	55	8	low	low	ADJ
fcis-12285	55	9	light	light	ADJ
fcis-12285	55	10	images	image	NOUN
fcis-12285	55	11	and	and	CCONJ
fcis-12285	55	12	their	their	PRON
fcis-12285	55	13	illumination	illumination	NOUN
fcis-12285	55	14	maps	map	NOUN
fcis-12285	55	15	,	,	PUNCT
fcis-12285	55	16	we	we	PRON
fcis-12285	55	17	extract	extract	VERB
fcis-12285	55	18	overlapping	overlap	VERB
fcis-12285	55	19	pixel	pixel	NOUN
fcis-12285	55	20	blocks	block	NOUN
fcis-12285	55	21	from	from	ADP
fcis-12285	55	22	low	low	ADJ
fcis-12285	55	23	light	light	ADJ
fcis-12285	55	24	images	image	NOUN
fcis-12285	55	25	and	and	CCONJ
fcis-12285	55	26	represent	represent	VERB
fcis-12285	55	27	each	each	DET
fcis-12285	55	28	pixel	pixel	PROPN
fcis-12285	55	29	point	point	NOUN
fcis-12285	55	30	using	use	VERB
fcis-12285	55	31	highdimensional	highdimensional	ADJ
fcis-12285	55	32	vectors	vector	NOUN
fcis-12285	55	33	through	through	ADP
fcis-12285	55	34	1n	1n	NUM
fcis-12285	55	35	filters	filter	NOUN
fcis-12285	55	36	.	.	PUNCT
fcis-12285	56	1	the	the	DET
fcis-12285	56	2	mathematical	mathematical	ADJ
fcis-12285	56	3	expression	expression	NOUN
fcis-12285	56	4	is	be	AUX
fcis-12285	56	5	as	as	SCONJ
fcis-12285	56	6	follows	follow	VERB
fcis-12285	56	7	:	:	PUNCT
fcis-12285	56	8			NOUN
fcis-12285	56	9			SYM
fcis-12285	56	10			ADJ
fcis-12285	56	11	111	111	NOUN
fcis-12285	56	12	,	,	PUNCT
fcis-12285	57	1	0max	0max	NOUN
fcis-12285	57	2	bpwpf	bpwpf	ADJ
fcis-12285	57	3			NOUN
fcis-12285	57	4	(	(	PUNCT
fcis-12285	57	5	5	5	NUM
fcis-12285	57	6	)	)	PUNCT
fcis-12285	57	7	among	among	ADP
fcis-12285	57	8	them	they	PRON
fcis-12285	57	9	,	,	PUNCT
fcis-12285	57	10	p	p	PROPN
fcis-12285	57	11	is	be	AUX
fcis-12285	57	12	the	the	DET
fcis-12285	57	13	input	input	NOUN
fcis-12285	57	14	image	image	NOUN
fcis-12285	57	15	block	block	NOUN
fcis-12285	57	16	of	of	ADP
fcis-12285	57	17	size	size	NOUN
fcis-12285	57	18	nn	nn	PROPN
fcis-12285	57	19	,	,	PUNCT
fcis-12285	57	20	while	while	SCONJ
fcis-12285	57	21	1w	1w	NUM
fcis-12285	57	22	and	and	CCONJ
fcis-12285	57	23	1b	1b	NUM
fcis-12285	57	24	are	be	AUX
fcis-12285	57	25	the	the	DET
fcis-12285	57	26	weights	weight	NOUN
fcis-12285	57	27	and	and	CCONJ
fcis-12285	57	28	biases	bias	NOUN
fcis-12285	57	29	of	of	ADP
fcis-12285	57	30	the	the	DET
fcis-12285	57	31	convolutional	convolutional	ADJ
fcis-12285	57	32	kernel	kernel	NOUN
fcis-12285	57	33	.	.	PUNCT
fcis-12285	58	1	the	the	DET
fcis-12285	58	2	size	size	NOUN
fcis-12285	58	3	of	of	ADP
fcis-12285	58	4	1w	1w	NUM
fcis-12285	58	5	is	be	AUX
fcis-12285	58	6	111	111	NUM
fcis-12285	58	7	nff	nff	NOUN
fcis-12285	58	8			NOUN
fcis-12285	58	9	,	,	PUNCT
fcis-12285	58	10	where	where	SCONJ
fcis-12285	58	11	1f	1f	PROPN
fcis-12285	58	12	is	be	AUX
fcis-12285	58	13	the	the	DET
fcis-12285	58	14	size	size	NOUN
fcis-12285	58	15	of	of	ADP
fcis-12285	58	16	a	a	DET
fcis-12285	58	17	single	single	ADJ
fcis-12285	58	18	convolutional	convolutional	ADJ
fcis-12285	58	19	kernel	kernel	NOUN
fcis-12285	58	20	and	and	CCONJ
fcis-12285	58	21	1n	1n	NUM
fcis-12285	58	22	is	be	AUX
fcis-12285	58	23	the	the	DET
fcis-12285	58	24	number	number	NOUN
fcis-12285	58	25	of	of	ADP
fcis-12285	58	26	convolutional	convolutional	ADJ
fcis-12285	58	27	kernels	kernel	NOUN
fcis-12285	58	28	.	.	PUNCT
fcis-12285	59	1	the	the	DET
fcis-12285	59	2	factors	factor	NOUN
fcis-12285	59	3	that	that	PRON
fcis-12285	59	4	affect	affect	VERB
fcis-12285	59	5	the	the	DET
fcis-12285	59	6	final	final	ADJ
fcis-12285	59	7	imaging	imaging	NOUN
fcis-12285	59	8	include	include	VERB
fcis-12285	59	9	two	two	NUM
fcis-12285	59	10	parts	part	NOUN
fcis-12285	59	11	:	:	PUNCT
fcis-12285	59	12	one	one	NUM
fcis-12285	59	13	is	be	AUX
fcis-12285	59	14	external	external	ADJ
fcis-12285	59	15	light	light	NOUN
fcis-12285	59	16	,	,	PUNCT
fcis-12285	59	17	and	and	CCONJ
fcis-12285	59	18	the	the	DET
fcis-12285	59	19	other	other	ADJ
fcis-12285	59	20	is	be	AUX
fcis-12285	59	21	the	the	DET
fcis-12285	59	22	reflection	reflection	NOUN
fcis-12285	59	23	of	of	ADP
fcis-12285	59	24	light	light	NOUN
fcis-12285	59	25	by	by	ADP
fcis-12285	59	26	the	the	DET
fcis-12285	59	27	object	object	NOUN
fcis-12285	59	28	,	,	PUNCT
fcis-12285	59	29	which	which	PRON
fcis-12285	59	30	can	can	AUX
fcis-12285	59	31	be	be	AUX
fcis-12285	59	32	described	describe	VERB
fcis-12285	59	33	by	by	ADP
fcis-12285	59	34	equation	equation	NOUN
fcis-12285	59	35	(	(	PUNCT
fcis-12285	59	36	6	6	NUM
fcis-12285	59	37	):	):	PUNCT
fcis-12285	59	38			NOUN
fcis-12285	60	1			SYM
fcis-12285	60	2			NOUN
fcis-12285	60	3			PUNCT
fcis-12285	60	4			NOUN
fcis-12285	60	5	yxlyxryxs	yxlyxryxs	PROPN
fcis-12285	60	6	,	,	PUNCT
fcis-12285	60	7	,	,	PUNCT
fcis-12285	60	8	,	,	PUNCT
fcis-12285	60	9			PROPN
fcis-12285	60	10	(	(	PUNCT
fcis-12285	60	11	6	6	NUM
fcis-12285	60	12	)	)	PUNCT
fcis-12285	60	13	among	among	ADP
fcis-12285	60	14	them	they	PRON
fcis-12285	60	15	,	,	PUNCT
fcis-12285	60	16			PROPN
fcis-12285	60	17	yxs	yxs	PROPN
fcis-12285	60	18	,	,	PUNCT
fcis-12285	60	19	means	mean	VERB
fcis-12285	60	20	the	the	DET
fcis-12285	60	21	low	low	ADJ
fcis-12285	60	22	illumination	illumination	NOUN
fcis-12285	60	23	image	image	NOUN
fcis-12285	60	24	29	29	NUM
fcis-12285	60	25	obtained	obtain	VERB
fcis-12285	60	26	,	,	PUNCT
fcis-12285	60	27			PROPN
fcis-12285	60	28	yxr	yxr	NOUN
fcis-12285	60	29	,	,	PUNCT
fcis-12285	60	30	means	mean	VERB
fcis-12285	60	31	the	the	DET
fcis-12285	60	32	intrinsic	intrinsic	ADJ
fcis-12285	60	33	reflectance	reflectance	NOUN
fcis-12285	60	34	of	of	ADP
fcis-12285	60	35	the	the	DET
fcis-12285	60	36	object	object	NOUN
fcis-12285	60	37	,	,	PUNCT
fcis-12285	60	38	which	which	PRON
fcis-12285	60	39	is	be	AUX
fcis-12285	60	40	the	the	DET
fcis-12285	60	41	intrinsic	intrinsic	ADJ
fcis-12285	60	42	image	image	NOUN
fcis-12285	60	43	,	,	PUNCT
fcis-12285	60	44	and	and	CCONJ
fcis-12285	60	45			PROPN
fcis-12285	60	46	yxl	yxl	NOUN
fcis-12285	60	47	,	,	PUNCT
fcis-12285	60	48	means	mean	VERB
fcis-12285	60	49	the	the	DET
fcis-12285	60	50	ambient	ambient	ADJ
fcis-12285	60	51	light	light	NOUN
fcis-12285	60	52	shining	shine	VERB
fcis-12285	60	53	on	on	ADP
fcis-12285	60	54	the	the	DET
fcis-12285	60	55	object	object	NOUN
fcis-12285	60	56	,	,	PUNCT
fcis-12285	60	57	which	which	PRON
fcis-12285	60	58	is	be	AUX
fcis-12285	60	59	the	the	DET
fcis-12285	60	60	illumination	illumination	NOUN
fcis-12285	60	61	image	image	NOUN
fcis-12285	60	62	.	.	PUNCT
fcis-12285	61	1	3	3	X
fcis-12285	61	2	.	.	X
fcis-12285	61	3	experimental	experimental	ADJ
fcis-12285	61	4	results	result	NOUN
fcis-12285	61	5	and	and	CCONJ
fcis-12285	61	6	analysis	analysis	NOUN
fcis-12285	61	7	3.1	3.1	NUM
fcis-12285	61	8	.	.	PUNCT
fcis-12285	61	9	composite	composite	ADJ
fcis-12285	61	10	image	image	NOUN
fcis-12285	61	11	testing	testing	NOUN
fcis-12285	61	12	table	table	NOUN
fcis-12285	61	13	1	1	NUM
fcis-12285	61	14	.	.	PUNCT
fcis-12285	61	15	test	test	NOUN
fcis-12285	61	16	results	result	NOUN
fcis-12285	61	17	of	of	ADP
fcis-12285	61	18	artificial	artificial	ADJ
fcis-12285	61	19	synthetic	synthetic	ADJ
fcis-12285	61	20	data	datum	NOUN
fcis-12285	61	21	prediction	prediction	NOUN
fcis-12285	61	22	total	total	VERB
fcis-12285	61	23	normal	normal	ADJ
fcis-12285	61	24	lighting	lighting	NOUN
fcis-12285	61	25	low	low	ADJ
fcis-12285	61	26	illumination	illumination	NOUN
fcis-12285	61	27	real	real	ADJ
fcis-12285	61	28	normal	normal	ADJ
fcis-12285	61	29	lighting	lighting	NOUN
fcis-12285	61	30	241	241	NUM
fcis-12285	61	31	9	9	NUM
fcis-12285	61	32	250	250	NUM
fcis-12285	61	33	low	low	ADJ
fcis-12285	61	34	illumination	illumination	NOUN
fcis-12285	61	35	13	13	NUM
fcis-12285	61	36	237	237	NUM
fcis-12285	61	37	250	250	NUM
fcis-12285	61	38	total	total	ADJ
fcis-12285	61	39	254	254	NUM
fcis-12285	61	40	246	246	NUM
fcis-12285	61	41	500	500	NUM
fcis-12285	61	42	in	in	ADP
fcis-12285	61	43	order	order	NOUN
fcis-12285	61	44	to	to	PART
fcis-12285	61	45	demonstrate	demonstrate	VERB
fcis-12285	61	46	the	the	DET
fcis-12285	61	47	practicality	practicality	NOUN
fcis-12285	61	48	of	of	ADP
fcis-12285	61	49	the	the	DET
fcis-12285	61	50	method	method	NOUN
fcis-12285	61	51	proposed	propose	VERB
fcis-12285	61	52	in	in	ADP
fcis-12285	61	53	this	this	DET
fcis-12285	61	54	paper	paper	NOUN
fcis-12285	61	55	,	,	PUNCT
fcis-12285	61	56	experiments	experiment	NOUN
fcis-12285	61	57	need	need	VERB
fcis-12285	61	58	to	to	PART
fcis-12285	61	59	be	be	AUX
fcis-12285	61	60	conducted	conduct	VERB
fcis-12285	61	61	.	.	PUNCT
fcis-12285	62	1	the	the	DET
fcis-12285	62	2	experiment	experiment	NOUN
fcis-12285	62	3	builds	build	VERB
fcis-12285	62	4	an	an	DET
fcis-12285	62	5	image	image	NOUN
fcis-12285	62	6	blur	blur	NOUN
fcis-12285	62	7	enhancement	enhancement	NOUN
fcis-12285	62	8	experimental	experimental	ADJ
fcis-12285	62	9	platform	platform	NOUN
fcis-12285	62	10	in	in	ADP
fcis-12285	62	11	the	the	DET
fcis-12285	62	12	matlab	matlab	PROPN
fcis-12285	62	13	environment	environment	NOUN
fcis-12285	62	14	,	,	PUNCT
fcis-12285	62	15	and	and	CCONJ
fcis-12285	62	16	the	the	DET
fcis-12285	62	17	experimental	experimental	ADJ
fcis-12285	62	18	data	datum	NOUN
fcis-12285	62	19	comes	come	VERB
fcis-12285	62	20	from	from	ADP
fcis-12285	62	21	a	a	DET
fcis-12285	62	22	color	color	NOUN
fcis-12285	62	23	image	image	NOUN
fcis-12285	62	24	library	library	NOUN
fcis-12285	62	25	.	.	PUNCT
fcis-12285	63	1	generate	generate	VERB
fcis-12285	63	2	a	a	DET
fcis-12285	63	3	low	low	ADJ
fcis-12285	63	4	light	light	ADJ
fcis-12285	63	5	image	image	NOUN
fcis-12285	63	6	based	base	VERB
fcis-12285	63	7	on	on	ADP
fcis-12285	63	8	the	the	DET
fcis-12285	63	9	input	input	NOUN
fcis-12285	63	10	normal	normal	ADJ
fcis-12285	63	11	light	light	ADJ
fcis-12285	63	12	image	image	NOUN
fcis-12285	63	13	,	,	PUNCT
fcis-12285	63	14	with	with	ADP
fcis-12285	63	15	half	half	NOUN
fcis-12285	63	16	of	of	ADP
fcis-12285	63	17	the	the	DET
fcis-12285	63	18	low	low	ADJ
fcis-12285	63	19	light	light	ADJ
fcis-12285	63	20	image	image	NOUN
fcis-12285	63	21	and	and	CCONJ
fcis-12285	63	22	half	half	NOUN
fcis-12285	63	23	of	of	ADP
fcis-12285	63	24	the	the	DET
fcis-12285	63	25	normal	normal	ADJ
fcis-12285	63	26	light	light	ADJ
fcis-12285	63	27	image	image	NOUN
fcis-12285	63	28	in	in	ADP
fcis-12285	63	29	a	a	DET
fcis-12285	63	30	batch	batch	NOUN
fcis-12285	63	31	.	.	PUNCT
fcis-12285	64	1	the	the	DET
fcis-12285	64	2	batch	batch	NOUN
fcis-12285	64	3	size	size	NOUN
fcis-12285	64	4	is	be	AUX
fcis-12285	64	5	set	set	VERB
fcis-12285	64	6	to	to	ADP
fcis-12285	64	7	32	32	NUM
fcis-12285	64	8	,	,	PUNCT
fcis-12285	64	9	including	include	VERB
fcis-12285	64	10	16	16	NUM
fcis-12285	64	11	normal	normal	ADJ
fcis-12285	64	12	light	light	NOUN
fcis-12285	64	13	images	image	NOUN
fcis-12285	64	14	and	and	CCONJ
fcis-12285	64	15	16	16	NUM
fcis-12285	64	16	low	low	ADJ
fcis-12285	64	17	light	light	NOUN
fcis-12285	64	18	images	image	NOUN
fcis-12285	64	19	.	.	PUNCT
fcis-12285	65	1	scale	scale	VERB
fcis-12285	65	2	all	all	DET
fcis-12285	65	3	images	image	NOUN
fcis-12285	65	4	uniformly	uniformly	ADV
fcis-12285	65	5	to	to	ADP
fcis-12285	65	6	96	96	NUM
fcis-12285	65	7	*	*	SYM
fcis-12285	65	8	96	96	NUM
fcis-12285	65	9	size	size	NOUN
fcis-12285	65	10	.	.	PUNCT
fcis-12285	66	1	to	to	PART
fcis-12285	66	2	validate	validate	VERB
fcis-12285	66	3	the	the	DET
fcis-12285	66	4	low	low	ADJ
fcis-12285	66	5	light	light	ADJ
fcis-12285	66	6	image	image	NOUN
fcis-12285	66	7	detection	detection	NOUN
fcis-12285	66	8	algorithm	algorithm	NOUN
fcis-12285	66	9	proposed	propose	VERB
fcis-12285	66	10	in	in	ADP
fcis-12285	66	11	this	this	DET
fcis-12285	66	12	article	article	NOUN
fcis-12285	66	13	,	,	PUNCT
fcis-12285	66	14	we	we	PRON
fcis-12285	66	15	randomly	randomly	ADV
fcis-12285	66	16	selected	select	VERB
fcis-12285	66	17	500	500	NUM
fcis-12285	66	18	images	image	NOUN
fcis-12285	66	19	from	from	ADP
fcis-12285	66	20	the	the	DET
fcis-12285	66	21	artificially	artificially	ADV
fcis-12285	66	22	synthesized	synthesize	VERB
fcis-12285	66	23	dataset	dataset	NOUN
fcis-12285	66	24	mentioned	mention	VERB
fcis-12285	66	25	above	above	ADV
fcis-12285	66	26	,	,	PUNCT
fcis-12285	66	27	including	include	VERB
fcis-12285	66	28	250	250	NUM
fcis-12285	66	29	normal	normal	ADJ
fcis-12285	66	30	light	light	NOUN
fcis-12285	66	31	images	image	NOUN
fcis-12285	66	32	and	and	CCONJ
fcis-12285	66	33	250	250	NUM
fcis-12285	66	34	low	low	ADJ
fcis-12285	66	35	light	light	ADJ
fcis-12285	66	36	images	image	NOUN
fcis-12285	66	37	.	.	PUNCT
fcis-12285	67	1	due	due	ADP
fcis-12285	67	2	to	to	ADP
fcis-12285	67	3	the	the	DET
fcis-12285	67	4	artificially	artificially	ADV
fcis-12285	67	5	synthesized	synthesize	VERB
fcis-12285	67	6	data	datum	NOUN
fcis-12285	67	7	,	,	PUNCT
fcis-12285	67	8	the	the	DET
fcis-12285	67	9	parameter	parameter	NOUN
fcis-12285	67	10	settings	setting	NOUN
fcis-12285	67	11	are	be	AUX
fcis-12285	67	12	consistent	consistent	ADJ
fcis-12285	67	13	with	with	ADP
fcis-12285	67	14	the	the	DET
fcis-12285	67	15	training	training	NOUN
fcis-12285	67	16	set	set	NOUN
fcis-12285	67	17	,	,	PUNCT
fcis-12285	67	18	and	and	CCONJ
fcis-12285	67	19	the	the	DET
fcis-12285	67	20	test	test	NOUN
fcis-12285	67	21	results	result	NOUN
fcis-12285	67	22	are	be	AUX
fcis-12285	67	23	shown	show	VERB
fcis-12285	67	24	in	in	ADP
fcis-12285	67	25	table	table	NOUN
fcis-12285	67	26	1	1	NUM
fcis-12285	67	27	.	.	PUNCT
fcis-12285	68	1	according	accord	VERB
fcis-12285	68	2	to	to	ADP
fcis-12285	68	3	table	table	NOUN
fcis-12285	68	4	1	1	NUM
fcis-12285	68	5	,	,	PUNCT
fcis-12285	68	6	when	when	SCONJ
fcis-12285	68	7	testing	test	VERB
fcis-12285	68	8	250	250	NUM
fcis-12285	68	9	normal	normal	ADJ
fcis-12285	68	10	light	light	NOUN
fcis-12285	68	11	images	image	NOUN
fcis-12285	68	12	in	in	ADP
fcis-12285	68	13	the	the	DET
fcis-12285	68	14	artificially	artificially	ADV
fcis-12285	68	15	synthesized	synthesize	VERB
fcis-12285	68	16	dataset	dataset	NOUN
fcis-12285	68	17	,	,	PUNCT
fcis-12285	68	18	9	9	NUM
fcis-12285	68	19	images	image	NOUN
fcis-12285	68	20	were	be	AUX
fcis-12285	68	21	mistakenly	mistakenly	ADV
fcis-12285	68	22	classified	classify	VERB
fcis-12285	68	23	as	as	ADP
fcis-12285	68	24	low	low	ADJ
fcis-12285	68	25	light	light	ADJ
fcis-12285	68	26	images	image	NOUN
fcis-12285	68	27	,	,	PUNCT
fcis-12285	68	28	with	with	ADP
fcis-12285	68	29	an	an	DET
fcis-12285	68	30	accuracy	accuracy	NOUN
fcis-12285	68	31	rate	rate	NOUN
fcis-12285	68	32	of	of	ADP
fcis-12285	68	33	96.4	96.4	NUM
fcis-12285	68	34	%	%	NOUN
fcis-12285	68	35	;	;	PUNCT
fcis-12285	68	36	when	when	SCONJ
fcis-12285	68	37	testing	test	VERB
fcis-12285	68	38	another	another	DET
fcis-12285	68	39	250	250	NUM
fcis-12285	68	40	low	low	ADJ
fcis-12285	68	41	light	light	NOUN
fcis-12285	68	42	images	image	NOUN
fcis-12285	68	43	,	,	PUNCT
fcis-12285	68	44	13	13	NUM
fcis-12285	68	45	were	be	AUX
fcis-12285	68	46	mistakenly	mistakenly	ADV
fcis-12285	68	47	identified	identify	VERB
fcis-12285	68	48	as	as	ADP
fcis-12285	68	49	normal	normal	ADJ
fcis-12285	68	50	light	light	NOUN
fcis-12285	68	51	images	image	NOUN
fcis-12285	68	52	,	,	PUNCT
fcis-12285	68	53	with	with	ADP
fcis-12285	68	54	an	an	DET
fcis-12285	68	55	accuracy	accuracy	NOUN
fcis-12285	68	56	rate	rate	NOUN
fcis-12285	68	57	of	of	ADP
fcis-12285	68	58	94.8	94.8	NUM
fcis-12285	68	59	%	%	NOUN
fcis-12285	68	60	.	.	PUNCT
fcis-12285	69	1	therefore	therefore	ADV
fcis-12285	69	2	,	,	PUNCT
fcis-12285	69	3	these	these	DET
fcis-12285	69	4	500	500	NUM
fcis-12285	69	5	artificially	artificially	ADV
fcis-12285	69	6	synthesized	synthesize	VERB
fcis-12285	69	7	datasets	dataset	NOUN
fcis-12285	69	8	can	can	AUX
fcis-12285	69	9	be	be	AUX
fcis-12285	69	10	obtained	obtain	VERB
fcis-12285	69	11	for	for	ADP
fcis-12285	69	12	testing	testing	NOUN
fcis-12285	69	13	,	,	PUNCT
fcis-12285	69	14	and	and	CCONJ
fcis-12285	69	15	a	a	DET
fcis-12285	69	16	total	total	NOUN
fcis-12285	69	17	of	of	ADP
fcis-12285	69	18	22	22	NUM
fcis-12285	69	19	images	image	NOUN
fcis-12285	69	20	were	be	AUX
fcis-12285	69	21	misjudged	misjudge	VERB
fcis-12285	69	22	,	,	PUNCT
fcis-12285	69	23	with	with	ADP
fcis-12285	69	24	an	an	DET
fcis-12285	69	25	error	error	NOUN
fcis-12285	69	26	rate	rate	NOUN
fcis-12285	69	27	of	of	ADP
fcis-12285	69	28	4.4	4.4	NUM
fcis-12285	69	29	%	%	NOUN
fcis-12285	69	30	,	,	PUNCT
fcis-12285	69	31	or	or	CCONJ
fcis-12285	69	32	a	a	DET
fcis-12285	69	33	total	total	ADJ
fcis-12285	69	34	accuracy	accuracy	NOUN
fcis-12285	69	35	rate	rate	NOUN
fcis-12285	69	36	of	of	ADP
fcis-12285	69	37	95.6	95.6	NUM
fcis-12285	69	38	%	%	NOUN
fcis-12285	69	39	.	.	PUNCT
fcis-12285	70	1	3.2	3.2	NUM
fcis-12285	70	2	.	.	PUNCT
fcis-12285	70	3	processing	processing	NOUN
fcis-12285	70	4	time	time	NOUN
fcis-12285	70	5	of	of	ADP
fcis-12285	70	6	different	different	ADJ
fcis-12285	70	7	algorithms	algorithm	NOUN
fcis-12285	70	8	for	for	ADP
fcis-12285	70	9	images	image	NOUN
fcis-12285	70	10	with	with	ADP
fcis-12285	70	11	different	different	ADJ
fcis-12285	70	12	resolutions	resolution	NOUN
fcis-12285	70	13	in	in	ADP
fcis-12285	70	14	addition	addition	NOUN
fcis-12285	70	15	to	to	ADP
fcis-12285	70	16	evaluating	evaluate	VERB
fcis-12285	70	17	the	the	DET
fcis-12285	70	18	quality	quality	NOUN
fcis-12285	70	19	of	of	ADP
fcis-12285	70	20	the	the	DET
fcis-12285	70	21	image	image	NOUN
fcis-12285	70	22	restored	restore	VERB
fcis-12285	70	23	by	by	ADP
fcis-12285	70	24	the	the	DET
fcis-12285	70	25	algorithm	algorithm	NOUN
fcis-12285	70	26	,	,	PUNCT
fcis-12285	70	27	attention	attention	NOUN
fcis-12285	70	28	should	should	AUX
fcis-12285	70	29	also	also	ADV
fcis-12285	70	30	be	be	AUX
fcis-12285	70	31	paid	pay	VERB
fcis-12285	70	32	to	to	ADP
fcis-12285	70	33	its	its	PRON
fcis-12285	70	34	time	time	NOUN
fcis-12285	70	35	cost	cost	NOUN
fcis-12285	70	36	.	.	PUNCT
fcis-12285	71	1	therefore	therefore	ADV
fcis-12285	71	2	,	,	PUNCT
fcis-12285	71	3	we	we	PRON
fcis-12285	71	4	tested	test	VERB
fcis-12285	71	5	the	the	DET
fcis-12285	71	6	processing	processing	NOUN
fcis-12285	71	7	time	time	NOUN
fcis-12285	71	8	of	of	ADP
fcis-12285	71	9	each	each	DET
fcis-12285	71	10	algorithm	algorithm	NOUN
fcis-12285	71	11	for	for	ADP
fcis-12285	71	12	images	image	NOUN
fcis-12285	71	13	with	with	ADP
fcis-12285	71	14	different	different	ADJ
fcis-12285	71	15	resolutions	resolution	NOUN
fcis-12285	71	16	,	,	PUNCT
fcis-12285	71	17	as	as	SCONJ
fcis-12285	71	18	shown	show	VERB
fcis-12285	71	19	in	in	ADP
fcis-12285	71	20	figure	figure	NOUN
fcis-12285	71	21	2	2	NUM
fcis-12285	71	22	.	.	PUNCT
fcis-12285	72	1	the	the	DET
fcis-12285	72	2	he	he	PROPN
fcis-12285	72	3	and	and	CCONJ
fcis-12285	72	4	srie	srie	ADJ
fcis-12285	72	5	algorithms	algorithm	NOUN
fcis-12285	72	6	are	be	AUX
fcis-12285	72	7	both	both	PRON
fcis-12285	72	8	running	run	VERB
fcis-12285	72	9	in	in	ADP
fcis-12285	72	10	matlab2017	matlab2017	PROPN
fcis-12285	72	11	,	,	PUNCT
fcis-12285	72	12	while	while	SCONJ
fcis-12285	72	13	the	the	DET
fcis-12285	72	14	algorithm	algorithm	NOUN
fcis-12285	72	15	in	in	ADP
fcis-12285	72	16	this	this	DET
fcis-12285	72	17	article	article	NOUN
fcis-12285	72	18	is	be	AUX
fcis-12285	72	19	running	run	VERB
fcis-12285	72	20	in	in	ADP
fcis-12285	72	21	the	the	DET
fcis-12285	72	22	deep	deep	ADJ
fcis-12285	72	23	learning	learning	NOUN
fcis-12285	72	24	framework	framework	PROPN
fcis-12285	72	25	python	python	PROPN
fcis-12285	72	26	,	,	PUNCT
fcis-12285	72	27	and	and	CCONJ
fcis-12285	72	28	gpu	gpu	NOUN
fcis-12285	72	29	acceleration	acceleration	NOUN
fcis-12285	72	30	is	be	AUX
fcis-12285	72	31	used	use	VERB
fcis-12285	72	32	in	in	ADP
fcis-12285	72	33	the	the	DET
fcis-12285	72	34	code	code	NOUN
fcis-12285	72	35	.	.	PUNCT
fcis-12285	73	1	figure	figure	NOUN
fcis-12285	73	2	2	2	NUM
fcis-12285	73	3	.	.	PUNCT
fcis-12285	73	4	processing	processing	NOUN
fcis-12285	73	5	time	time	NOUN
fcis-12285	73	6	of	of	ADP
fcis-12285	73	7	different	different	ADJ
fcis-12285	73	8	algorithms	algorithm	NOUN
fcis-12285	73	9	for	for	ADP
fcis-12285	73	10	images	image	NOUN
fcis-12285	73	11	with	with	ADP
fcis-12285	73	12	different	different	ADJ
fcis-12285	73	13	resolutions	resolution	NOUN
fcis-12285	73	14	from	from	ADP
fcis-12285	73	15	figure	figure	NOUN
fcis-12285	73	16	2	2	NUM
fcis-12285	73	17	,	,	PUNCT
fcis-12285	73	18	it	it	PRON
fcis-12285	73	19	can	can	AUX
fcis-12285	73	20	be	be	AUX
fcis-12285	73	21	seen	see	VERB
fcis-12285	73	22	that	that	SCONJ
fcis-12285	73	23	the	the	DET
fcis-12285	73	24	srie	srie	ADJ
fcis-12285	73	25	algorithm	algorithm	NOUN
fcis-12285	73	26	produces	produce	VERB
fcis-12285	73	27	good	good	ADJ
fcis-12285	73	28	image	image	NOUN
fcis-12285	73	29	restoration	restoration	NOUN
fcis-12285	73	30	results	result	NOUN
fcis-12285	73	31	,	,	PUNCT
fcis-12285	73	32	but	but	CCONJ
fcis-12285	73	33	the	the	DET
fcis-12285	73	34	time	time	NOUN
fcis-12285	73	35	cost	cost	NOUN
fcis-12285	73	36	is	be	AUX
fcis-12285	73	37	high	high	ADJ
fcis-12285	73	38	,	,	PUNCT
fcis-12285	73	39	which	which	PRON
fcis-12285	73	40	is	be	AUX
fcis-12285	73	41	not	not	PART
fcis-12285	73	42	conducive	conducive	ADJ
fcis-12285	73	43	to	to	ADP
fcis-12285	73	44	solving	solve	VERB
fcis-12285	73	45	real	real	ADJ
fcis-12285	73	46	-	-	PUNCT
fcis-12285	73	47	time	time	NOUN
fcis-12285	73	48	processing	processing	NOUN
fcis-12285	73	49	problems	problem	NOUN
fcis-12285	73	50	.	.	PUNCT
fcis-12285	74	1	the	the	DET
fcis-12285	74	2	he	he	PROPN
fcis-12285	74	3	algorithm	algorithm	NOUN
fcis-12285	74	4	has	have	VERB
fcis-12285	74	5	the	the	DET
fcis-12285	74	6	lowest	low	ADJ
fcis-12285	74	7	time	time	NOUN
fcis-12285	74	8	consumption	consumption	NOUN
fcis-12285	74	9	,	,	PUNCT
fcis-12285	74	10	within	within	ADP
fcis-12285	74	11	0.1s	0.1s	NUM
fcis-12285	74	12	,	,	PUNCT
fcis-12285	74	13	but	but	CCONJ
fcis-12285	74	14	its	its	PRON
fcis-12285	74	15	performance	performance	NOUN
fcis-12285	74	16	is	be	AUX
fcis-12285	74	17	not	not	PART
fcis-12285	74	18	good	good	ADJ
fcis-12285	74	19	,	,	PUNCT
fcis-12285	74	20	often	often	ADV
fcis-12285	74	21	accompanied	accompany	VERB
fcis-12285	74	22	by	by	ADP
fcis-12285	74	23	color	color	NOUN
fcis-12285	74	24	distortion	distortion	NOUN
fcis-12285	74	25	,	,	PUNCT
fcis-12285	74	26	detail	detail	NOUN
fcis-12285	74	27	loss	loss	NOUN
fcis-12285	74	28	,	,	PUNCT
fcis-12285	74	29	and	and	CCONJ
fcis-12285	74	30	overexposure	overexposure	NOUN
fcis-12285	74	31	.	.	PUNCT
fcis-12285	75	1	the	the	DET
fcis-12285	75	2	time	time	NOUN
fcis-12285	75	3	consumption	consumption	NOUN
fcis-12285	75	4	of	of	ADP
fcis-12285	75	5	the	the	DET
fcis-12285	75	6	algorithm	algorithm	NOUN
fcis-12285	75	7	in	in	ADP
fcis-12285	75	8	this	this	DET
fcis-12285	75	9	chapter	chapter	NOUN
fcis-12285	75	10	is	be	AUX
fcis-12285	75	11	proportional	proportional	ADJ
fcis-12285	75	12	to	to	ADP
fcis-12285	75	13	the	the	DET
fcis-12285	75	14	size	size	NOUN
fcis-12285	75	15	of	of	ADP
fcis-12285	75	16	the	the	DET
fcis-12285	75	17	image	image	NOUN
fcis-12285	75	18	,	,	PUNCT
fcis-12285	75	19	and	and	CCONJ
fcis-12285	75	20	it	it	PRON
fcis-12285	75	21	can	can	AUX
fcis-12285	75	22	effectively	effectively	ADV
fcis-12285	75	23	preserve	preserve	VERB
fcis-12285	75	24	the	the	DET
fcis-12285	75	25	original	original	ADJ
fcis-12285	75	26	color	color	NOUN
fcis-12285	75	27	of	of	ADP
fcis-12285	75	28	the	the	DET
fcis-12285	75	29	image	image	NOUN
fcis-12285	75	30	while	while	SCONJ
fcis-12285	75	31	meeting	meet	VERB
fcis-12285	75	32	real	real	ADJ
fcis-12285	75	33	-	-	PUNCT
fcis-12285	75	34	time	time	NOUN
fcis-12285	75	35	requirements	requirement	NOUN
fcis-12285	75	36	.	.	PUNCT
fcis-12285	76	1	therefore	therefore	ADV
fcis-12285	76	2	,	,	PUNCT
fcis-12285	76	3	the	the	DET
fcis-12285	76	4	algorithm	algorithm	NOUN
fcis-12285	76	5	in	in	ADP
fcis-12285	76	6	this	this	DET
fcis-12285	76	7	paper	paper	NOUN
fcis-12285	76	8	also	also	ADV
fcis-12285	76	9	has	have	VERB
fcis-12285	76	10	advantages	advantage	NOUN
fcis-12285	76	11	in	in	ADP
fcis-12285	76	12	terms	term	NOUN
fcis-12285	76	13	of	of	ADP
fcis-12285	76	14	processing	processing	NOUN
fcis-12285	76	15	speed	speed	NOUN
fcis-12285	76	16	.	.	PUNCT
fcis-12285	77	1	4	4	X
fcis-12285	77	2	.	.	X
fcis-12285	77	3	conclusion	conclusion	NOUN
fcis-12285	77	4	with	with	ADP
fcis-12285	77	5	the	the	DET
fcis-12285	77	6	growth	growth	NOUN
fcis-12285	77	7	of	of	ADP
fcis-12285	77	8	ai	ai	PRON
fcis-12285	77	9	technology	technology	NOUN
fcis-12285	77	10	,	,	PUNCT
fcis-12285	77	11	more	more	ADJ
fcis-12285	77	12	and	and	CCONJ
fcis-12285	77	13	more	more	ADJ
fcis-12285	77	14	largescale	largescale	ADJ
fcis-12285	77	15	network	network	NOUN
fcis-12285	77	16	surveillance	surveillance	NOUN
fcis-12285	77	17	cameras	camera	NOUN
fcis-12285	77	18	are	be	AUX
fcis-12285	77	19	being	be	AUX
fcis-12285	77	20	deployed	deploy	VERB
fcis-12285	77	21	in	in	ADP
fcis-12285	77	22	various	various	ADJ
fcis-12285	77	23	applications	application	NOUN
fcis-12285	77	24	.	.	PUNCT
fcis-12285	78	1	online	online	ADJ
fcis-12285	78	2	detection	detection	NOUN
fcis-12285	78	3	and	and	CCONJ
fcis-12285	78	4	recognition	recognition	NOUN
fcis-12285	78	5	technology	technology	NOUN
fcis-12285	78	6	based	base	VERB
fcis-12285	78	7	on	on	ADP
fcis-12285	78	8	video	video	NOUN
fcis-12285	78	9	images	image	NOUN
fcis-12285	78	10	has	have	AUX
fcis-12285	78	11	been	be	AUX
fcis-12285	78	12	popularly	popularly	ADV
fcis-12285	78	13	used	use	VERB
fcis-12285	78	14	in	in	ADP
fcis-12285	78	15	fields	field	NOUN
fcis-12285	78	16	such	such	ADJ
fcis-12285	78	17	as	as	ADP
fcis-12285	78	18	scientific	scientific	ADJ
fcis-12285	78	19	research	research	NOUN
fcis-12285	78	20	,	,	PUNCT
fcis-12285	78	21	medicine	medicine	NOUN
fcis-12285	78	22	,	,	PUNCT
fcis-12285	78	23	industry	industry	NOUN
fcis-12285	78	24	,	,	PUNCT
fcis-12285	78	25	and	and	CCONJ
fcis-12285	78	26	security	security	NOUN
fcis-12285	78	27	detection	detection	NOUN
fcis-12285	78	28	.	.	PUNCT
fcis-12285	79	1	in	in	ADP
fcis-12285	79	2	the	the	DET
fcis-12285	79	3	area	area	NOUN
fcis-12285	79	4	of	of	ADP
fcis-12285	79	5	image	image	NOUN
fcis-12285	79	6	processing	processing	NOUN
fcis-12285	79	7	,	,	PUNCT
fcis-12285	79	8	low	low	ADJ
fcis-12285	79	9	light	light	ADJ
fcis-12285	79	10	image	image	NOUN
fcis-12285	79	11	enhancement	enhancement	NOUN
fcis-12285	79	12	is	be	AUX
fcis-12285	79	13	a	a	DET
fcis-12285	79	14	highly	highly	ADV
fcis-12285	79	15	concerned	concerned	ADJ
fcis-12285	79	16	research	research	NOUN
fcis-12285	79	17	direction	direction	NOUN
fcis-12285	79	18	,	,	PUNCT
fcis-12285	79	19	and	and	CCONJ
fcis-12285	79	20	it	it	PRON
fcis-12285	79	21	is	be	AUX
fcis-12285	79	22	also	also	ADV
fcis-12285	79	23	the	the	DET
fcis-12285	79	24	foundation	foundation	NOUN
fcis-12285	79	25	for	for	ADP
fcis-12285	79	26	the	the	DET
fcis-12285	79	27	growth	growth	NOUN
fcis-12285	79	28	of	of	ADP
fcis-12285	79	29	other	other	ADJ
fcis-12285	79	30	computer	computer	NOUN
fcis-12285	79	31	vision	vision	NOUN
fcis-12285	79	32	tasks	task	NOUN
fcis-12285	79	33	.	.	PUNCT
fcis-12285	80	1	high	high	ADJ
fcis-12285	80	2	quality	quality	NOUN
fcis-12285	80	3	video	video	NOUN
fcis-12285	80	4	images	image	NOUN
fcis-12285	80	5	are	be	AUX
fcis-12285	80	6	crucial	crucial	ADJ
fcis-12285	80	7	for	for	ADP
fcis-12285	80	8	achieving	achieve	VERB
fcis-12285	80	9	automation	automation	NOUN
fcis-12285	80	10	technology	technology	NOUN
fcis-12285	80	11	and	and	CCONJ
fcis-12285	80	12	task	task	NOUN
fcis-12285	80	13	decision	decision	NOUN
fcis-12285	80	14	-	-	PUNCT
fcis-12285	80	15	making	making	NOUN
fcis-12285	80	16	,	,	PUNCT
fcis-12285	80	17	behavior	behavior	NOUN
fcis-12285	80	18	recognition	recognition	NOUN
fcis-12285	80	19	and	and	CCONJ
fcis-12285	80	20	classification	classification	NOUN
fcis-12285	80	21	.	.	PUNCT
fcis-12285	81	1	the	the	DET
fcis-12285	81	2	high	high	ADJ
fcis-12285	81	3	-	-	PUNCT
fcis-12285	81	4	resolution	resolution	NOUN
fcis-12285	81	5	30	30	NUM
fcis-12285	81	6	and	and	CCONJ
fcis-12285	81	7	clear	clear	ADJ
fcis-12285	81	8	photos	photo	NOUN
fcis-12285	81	9	captured	capture	VERB
fcis-12285	81	10	by	by	ADP
fcis-12285	81	11	cameras	camera	NOUN
fcis-12285	81	12	provide	provide	VERB
fcis-12285	81	13	significant	significant	ADJ
fcis-12285	81	14	evidence	evidence	NOUN
fcis-12285	81	15	support	support	NOUN
fcis-12285	81	16	for	for	ADP
fcis-12285	81	17	subsequent	subsequent	ADJ
fcis-12285	81	18	image	image	NOUN
fcis-12285	81	19	recognition	recognition	NOUN
fcis-12285	81	20	and	and	CCONJ
fcis-12285	81	21	decision	decision	NOUN
fcis-12285	81	22	-	-	PUNCT
fcis-12285	81	23	making	make	VERB
fcis-12285	81	24	tasks	task	NOUN
fcis-12285	81	25	.	.	PUNCT
fcis-12285	82	1	to	to	PART
fcis-12285	82	2	enhance	enhance	VERB
fcis-12285	82	3	low	low	ADJ
fcis-12285	82	4	light	light	ADJ
fcis-12285	82	5	images	image	NOUN
fcis-12285	82	6	,	,	PUNCT
fcis-12285	82	7	not	not	PART
fcis-12285	82	8	only	only	ADV
fcis-12285	82	9	should	should	AUX
fcis-12285	82	10	we	we	PRON
fcis-12285	82	11	consider	consider	VERB
fcis-12285	82	12	the	the	DET
fcis-12285	82	13	enhancement	enhancement	NOUN
fcis-12285	82	14	of	of	ADP
fcis-12285	82	15	image	image	NOUN
fcis-12285	82	16	brightness	brightness	NOUN
fcis-12285	82	17	,	,	PUNCT
fcis-12285	82	18	but	but	CCONJ
fcis-12285	82	19	also	also	ADV
fcis-12285	82	20	focus	focus	VERB
fcis-12285	82	21	on	on	ADP
fcis-12285	82	22	efficiently	efficiently	ADV
fcis-12285	82	23	handling	handle	VERB
fcis-12285	82	24	various	various	ADJ
fcis-12285	82	25	degradation	degradation	NOUN
fcis-12285	82	26	problems	problem	NOUN
fcis-12285	82	27	such	such	ADJ
fcis-12285	82	28	as	as	ADP
fcis-12285	82	29	noise	noise	NOUN
fcis-12285	82	30	,	,	PUNCT
fcis-12285	82	31	color	color	NOUN
fcis-12285	82	32	deviation	deviation	NOUN
fcis-12285	82	33	,	,	PUNCT
fcis-12285	82	34	and	and	CCONJ
fcis-12285	82	35	missing	miss	VERB
fcis-12285	82	36	details	detail	NOUN
fcis-12285	82	37	in	in	ADP
fcis-12285	82	38	dark	dark	ADJ
fcis-12285	82	39	areas	area	NOUN
fcis-12285	82	40	of	of	ADP
fcis-12285	82	41	the	the	DET
fcis-12285	82	42	image	image	NOUN
fcis-12285	82	43	.	.	PUNCT
fcis-12285	83	1	this	this	DET
fcis-12285	83	2	paper	paper	NOUN
fcis-12285	83	3	proposes	propose	VERB
fcis-12285	83	4	a	a	DET
fcis-12285	83	5	low	low	ADJ
fcis-12285	83	6	light	light	ADJ
fcis-12285	83	7	image	image	NOUN
fcis-12285	83	8	enhancement	enhancement	NOUN
fcis-12285	83	9	algorithm	algorithm	NOUN
fcis-12285	83	10	based	base	VERB
fcis-12285	83	11	on	on	ADP
fcis-12285	83	12	cnn	cnn	PROPN
fcis-12285	83	13	model	model	NOUN
fcis-12285	83	14	to	to	PART
fcis-12285	83	15	address	address	VERB
fcis-12285	83	16	the	the	DET
fcis-12285	83	17	problem	problem	NOUN
fcis-12285	83	18	of	of	ADP
fcis-12285	83	19	low	low	ADJ
fcis-12285	83	20	brightness	brightness	NOUN
fcis-12285	83	21	and	and	CCONJ
fcis-12285	83	22	unclear	unclear	ADJ
fcis-12285	83	23	monitoring	monitoring	NOUN
fcis-12285	83	24	video	video	NOUN
fcis-12285	83	25	images	image	NOUN
fcis-12285	83	26	in	in	ADP
fcis-12285	83	27	nighttime	nighttime	ADJ
fcis-12285	83	28	scenes	scene	NOUN
fcis-12285	83	29	due	due	ADP
fcis-12285	83	30	to	to	ADP
fcis-12285	83	31	lighting	lighting	NOUN
fcis-12285	83	32	conditions	condition	NOUN
fcis-12285	83	33	.	.	PUNCT
fcis-12285	84	1	this	this	DET
fcis-12285	84	2	algorithm	algorithm	NOUN
fcis-12285	84	3	can	can	AUX
fcis-12285	84	4	effectively	effectively	ADV
fcis-12285	84	5	enhance	enhance	VERB
fcis-12285	84	6	the	the	DET
fcis-12285	84	7	quality	quality	NOUN
fcis-12285	84	8	of	of	ADP
fcis-12285	84	9	low	low	ADJ
fcis-12285	84	10	light	light	ADJ
fcis-12285	84	11	images	image	NOUN
fcis-12285	84	12	and	and	CCONJ
fcis-12285	84	13	exhibit	exhibit	VERB
fcis-12285	84	14	superiority	superiority	NOUN
fcis-12285	84	15	on	on	ADP
fcis-12285	84	16	multiple	multiple	ADJ
fcis-12285	84	17	public	public	ADJ
fcis-12285	84	18	datasets	dataset	NOUN
fcis-12285	84	19	.	.	PUNCT
fcis-12285	85	1	the	the	DET
fcis-12285	85	2	algorithm	algorithm	NOUN
fcis-12285	85	3	proposed	propose	VERB
fcis-12285	85	4	in	in	ADP
fcis-12285	85	5	this	this	DET
fcis-12285	85	6	article	article	NOUN
fcis-12285	85	7	not	not	PART
fcis-12285	85	8	only	only	ADV
fcis-12285	85	9	effectively	effectively	ADV
fcis-12285	85	10	enhances	enhance	VERB
fcis-12285	85	11	the	the	DET
fcis-12285	85	12	brightness	brightness	NOUN
fcis-12285	85	13	of	of	ADP
fcis-12285	85	14	the	the	DET
fcis-12285	85	15	image	image	NOUN
fcis-12285	85	16	,	,	PUNCT
fcis-12285	85	17	but	but	CCONJ
fcis-12285	85	18	also	also	ADV
fcis-12285	85	19	enhances	enhance	VERB
fcis-12285	85	20	the	the	DET
fcis-12285	85	21	detail	detail	NOUN
fcis-12285	85	22	clarity	clarity	NOUN
fcis-12285	85	23	of	of	ADP
fcis-12285	85	24	the	the	DET
fcis-12285	85	25	image	image	NOUN
fcis-12285	85	26	to	to	ADP
fcis-12285	85	27	a	a	DET
fcis-12285	85	28	certain	certain	ADJ
fcis-12285	85	29	degree	degree	NOUN
fcis-12285	85	30	,	,	PUNCT
fcis-12285	85	31	and	and	CCONJ
fcis-12285	85	32	can	can	AUX
fcis-12285	85	33	avoid	avoid	VERB
fcis-12285	85	34	color	color	NOUN
fcis-12285	85	35	distortion	distortion	NOUN
fcis-12285	85	36	and	and	CCONJ
fcis-12285	85	37	halo	halo	NOUN
fcis-12285	85	38	phenomena	phenomenon	NOUN
fcis-12285	85	39	to	to	ADP
fcis-12285	85	40	a	a	DET
fcis-12285	85	41	certain	certain	ADJ
fcis-12285	85	42	degree	degree	NOUN
fcis-12285	85	43	.	.	PUNCT
fcis-12285	86	1	the	the	DET
fcis-12285	86	2	low	low	ADJ
fcis-12285	86	3	illumination	illumination	NOUN
fcis-12285	86	4	image	image	NOUN
fcis-12285	86	5	enhancement	enhancement	NOUN
fcis-12285	86	6	algorithm	algorithm	NOUN
fcis-12285	86	7	proposed	propose	VERB
fcis-12285	86	8	in	in	ADP
fcis-12285	86	9	this	this	DET
fcis-12285	86	10	article	article	NOUN
fcis-12285	86	11	can	can	AUX
fcis-12285	86	12	enhance	enhance	VERB
fcis-12285	86	13	the	the	DET
fcis-12285	86	14	brightness	brightness	NOUN
fcis-12285	86	15	of	of	ADP
fcis-12285	86	16	images	image	NOUN
fcis-12285	86	17	to	to	ADP
fcis-12285	86	18	a	a	DET
fcis-12285	86	19	certain	certain	ADJ
fcis-12285	86	20	degree	degree	NOUN
fcis-12285	86	21	,	,	PUNCT
fcis-12285	86	22	but	but	CCONJ
fcis-12285	86	23	there	there	PRON
fcis-12285	86	24	are	be	VERB
fcis-12285	86	25	still	still	ADV
fcis-12285	86	26	many	many	ADJ
fcis-12285	86	27	areas	area	NOUN
fcis-12285	86	28	that	that	PRON
fcis-12285	86	29	need	need	VERB
fcis-12285	86	30	improvement	improvement	NOUN
fcis-12285	86	31	,	,	PUNCT
fcis-12285	86	32	such	such	ADJ
fcis-12285	86	33	as	as	ADP
fcis-12285	86	34	insufficient	insufficient	ADJ
fcis-12285	86	35	brightness	brightness	NOUN
fcis-12285	86	36	improvement	improvement	NOUN
fcis-12285	86	37	for	for	ADP
fcis-12285	86	38	images	image	NOUN
fcis-12285	86	39	with	with	ADP
fcis-12285	86	40	very	very	ADV
fcis-12285	86	41	weak	weak	ADJ
fcis-12285	86	42	lighting	lighting	NOUN
fcis-12285	86	43	conditions	condition	NOUN
fcis-12285	86	44	and	and	CCONJ
fcis-12285	86	45	lack	lack	NOUN
fcis-12285	86	46	of	of	ADP
fcis-12285	86	47	good	good	ADJ
fcis-12285	86	48	anti	anti	ADJ
fcis-12285	86	49	-	-	ADJ
fcis-12285	86	50	noise	noise	ADJ
fcis-12285	86	51	performance	performance	NOUN
fcis-12285	86	52	.	.	PUNCT
fcis-12285	87	1	this	this	PRON
fcis-12285	87	2	has	have	AUX
fcis-12285	87	3	also	also	ADV
fcis-12285	87	4	been	be	AUX
fcis-12285	87	5	a	a	DET
fcis-12285	87	6	long	long	ADJ
fcis-12285	87	7	-	-	PUNCT
fcis-12285	87	8	term	term	NOUN
fcis-12285	87	9	research	research	NOUN
fcis-12285	87	10	direction	direction	NOUN
fcis-12285	87	11	in	in	ADP
fcis-12285	87	12	this	this	DET
fcis-12285	87	13	field	field	NOUN
fcis-12285	87	14	.	.	PUNCT
fcis-12285	88	1	references	reference	NOUN
fcis-12285	88	2	[	[	X
fcis-12285	88	3	1	1	X
fcis-12285	88	4	]	]	X
fcis-12285	88	5	liu	liu	PROPN
fcis-12285	88	6	cun	cun	PROPN
fcis-12285	88	7	,	,	PUNCT
fcis-12285	88	8	li	li	PROPN
fcis-12285	88	9	yuanxiang	yuanxiang	PROPN
fcis-12285	88	10	,	,	PUNCT
fcis-12285	88	11	zhou	zhou	PROPN
fcis-12285	88	12	yongjun	yongjun	PROPN
fcis-12285	88	13	,	,	PUNCT
fcis-12285	88	14	et	et	PROPN
fcis-12285	88	15	al	al	PROPN
fcis-12285	88	16	.	.	PUNCT
fcis-12285	89	1	super	super	ADJ
fcis-12285	89	2	-	-	ADJ
fcis-12285	89	3	resolution	resolution	ADJ
fcis-12285	89	4	reconstruction	reconstruction	NOUN
fcis-12285	89	5	method	method	NOUN
fcis-12285	89	6	of	of	ADP
fcis-12285	89	7	video	video	NOUN
fcis-12285	89	8	image	image	NOUN
fcis-12285	89	9	based	base	VERB
fcis-12285	89	10	on	on	ADP
fcis-12285	89	11	convolutional	convolutional	ADJ
fcis-12285	89	12	neural	neural	ADJ
fcis-12285	89	13	network	network	NOUN
fcis-12285	90	1	[	[	X
fcis-12285	90	2	j	j	X
fcis-12285	90	3	]	]	X
fcis-12285	90	4	.	.	PUNCT
fcis-12285	91	1	computer	computer	NOUN
fcis-12285	91	2	application	application	NOUN
fcis-12285	91	3	research	research	NOUN
fcis-12285	91	4	,	,	PUNCT
fcis-12285	91	5	2019	2019	NUM
fcis-12285	91	6	,	,	PUNCT
fcis-12285	91	7	36(4):6	36(4):6	NUM
fcis-12285	91	8	.	.	PUNCT
fcis-12285	92	1	[	[	X
fcis-12285	92	2	2	2	NUM
fcis-12285	92	3	]	]	X
fcis-12285	92	4	cheng	cheng	PROPN
fcis-12285	92	5	yu	yu	PROPN
fcis-12285	92	6	,	,	PUNCT
fcis-12285	92	7	deng	deng	PROPN
fcis-12285	92	8	dexiang	dexiang	PROPN
fcis-12285	92	9	,	,	PUNCT
fcis-12285	92	10	yan	yan	PROPN
fcis-12285	92	11	jia	jia	PROPN
fcis-12285	92	12	,	,	PUNCT
fcis-12285	92	13	et	et	PROPN
fcis-12285	92	14	al	al	PROPN
fcis-12285	92	15	.	.	PROPN
fcis-12285	92	16	weak	weak	ADJ
fcis-12285	92	17	light	light	ADJ
fcis-12285	92	18	image	image	NOUN
fcis-12285	92	19	enhancement	enhancement	NOUN
fcis-12285	92	20	algorithm	algorithm	NOUN
fcis-12285	92	21	based	base	VERB
fcis-12285	92	22	on	on	ADP
fcis-12285	92	23	convolutional	convolutional	ADJ
fcis-12285	92	24	neural	neural	ADJ
fcis-12285	92	25	network	network	NOUN
fcis-12285	93	1	[	[	X
fcis-12285	93	2	j	j	X
fcis-12285	93	3	]	]	X
fcis-12285	93	4	.	.	PUNCT
fcis-12285	94	1	computer	computer	NOUN
fcis-12285	94	2	application	application	NOUN
fcis-12285	94	3	,	,	PUNCT
fcis-12285	94	4	2019	2019	NUM
fcis-12285	94	5	,	,	PUNCT
fcis-12285	94	6	39(4):8	39(4):8	PROPN
fcis-12285	94	7	.	.	PUNCT
fcis-12285	95	1	[	[	X
fcis-12285	95	2	3	3	X
fcis-12285	95	3	]	]	X
fcis-12285	95	4	zheng	zheng	PROPN
fcis-12285	95	5	kaihui	kaihui	PROPN
fcis-12285	95	6	,	,	PUNCT
fcis-12285	95	7	huang	huang	PROPN
fcis-12285	95	8	peijian	peijian	PROPN
fcis-12285	95	9	.	.	PUNCT
fcis-12285	96	1	intelligent	intelligent	ADJ
fcis-12285	96	2	monitoring	monitoring	NOUN
fcis-12285	96	3	image	image	NOUN
fcis-12285	96	4	analysis	analysis	NOUN
fcis-12285	96	5	system	system	NOUN
fcis-12285	96	6	based	base	VERB
fcis-12285	96	7	on	on	ADP
fcis-12285	96	8	convolutional	convolutional	ADJ
fcis-12285	96	9	neural	neural	ADJ
fcis-12285	96	10	network	network	NOUN
fcis-12285	96	11	[	[	X
fcis-12285	96	12	j	j	X
fcis-12285	96	13	]	]	X
fcis-12285	96	14	.	.	PUNCT
fcis-12285	97	1	radio	radio	NOUN
fcis-12285	97	2	and	and	CCONJ
fcis-12285	97	3	tv	tv	NOUN
fcis-12285	97	4	technology	technology	NOUN
fcis-12285	97	5	,	,	PUNCT
fcis-12285	97	6	2021	2021	NUM
fcis-12285	97	7	,	,	PUNCT
fcis-12285	97	8	048(001):136	048(001):136	NOUN
fcis-12285	97	9	-	-	PUNCT
fcis-12285	97	10	142	142	NUM
fcis-12285	97	11	.	.	PUNCT
fcis-12285	98	1	[	[	X
fcis-12285	98	2	4	4	X
fcis-12285	98	3	]	]	X
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fcis-12285	98	5	youwen	youwen	PROPN
fcis-12285	98	6	,	,	PUNCT
fcis-12285	98	7	zhou	zhou	PROPN
fcis-12285	98	8	benjun	benjun	PROPN
fcis-12285	98	9	,	,	PUNCT
fcis-12285	98	10	hu	hu	PROPN
fcis-12285	98	11	xiaofei	xiaofei	PROPN
fcis-12285	98	12	.	.	PUNCT
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fcis-12285	99	2	on	on	ADP
fcis-12285	99	3	convolutional	convolutional	ADJ
fcis-12285	99	4	neural	neural	ADJ
fcis-12285	99	5	network	network	NOUN
fcis-12285	99	6	image	image	NOUN
fcis-12285	99	7	recognition	recognition	NOUN
fcis-12285	99	8	based	base	VERB
fcis-12285	99	9	on	on	ADP
fcis-12285	99	10	data	data	NOUN
fcis-12285	99	11	enhancement	enhancement	NOUN
fcis-12285	99	12	[	[	X
fcis-12285	99	13	j	j	X
fcis-12285	99	14	]	]	X
fcis-12285	99	15	.	.	PUNCT
fcis-12285	100	1	computer	computer	NOUN
fcis-12285	100	2	technology	technology	NOUN
fcis-12285	100	3	and	and	CCONJ
fcis-12285	100	4	development	development	NOUN
fcis-12285	100	5	,	,	PUNCT
fcis-12285	100	6	2018	2018	NUM
fcis-12285	100	7	,	,	PUNCT
fcis-12285	100	8	28(8):4	28(8):4	PROPN
fcis-12285	100	9	.	.	PUNCT
fcis-12285	101	1	[	[	X
fcis-12285	101	2	5	5	X
fcis-12285	101	3	]	]	X
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fcis-12285	101	5	chang	chang	PROPN
fcis-12285	101	6	,	,	PUNCT
fcis-12285	101	7	jiang	jiang	PROPN
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fcis-12285	101	9	,	,	PUNCT
fcis-12285	101	10	li	li	PROPN
fcis-12285	101	11	kai	kai	PROPN
fcis-12285	101	12	.	.	PUNCT
fcis-12285	101	13	research	research	NOUN
fcis-12285	101	14	on	on	ADP
fcis-12285	101	15	convolutional	convolutional	ADJ
fcis-12285	101	16	neural	neural	ADJ
fcis-12285	101	17	network	network	NOUN
fcis-12285	101	18	based	base	VERB
fcis-12285	101	19	on	on	ADP
fcis-12285	101	20	dual	dual	ADJ
fcis-12285	101	21	codec	codec	NOUN
fcis-12285	101	22	in	in	ADP
fcis-12285	101	23	low	low	ADJ
fcis-12285	101	24	-	-	PUNCT
fcis-12285	101	25	illumination	illumination	NOUN
fcis-12285	101	26	image	image	NOUN
fcis-12285	101	27	enhancement	enhancement	NOUN
fcis-12285	101	28	and	and	CCONJ
fcis-12285	101	29	super	super	NOUN
fcis-12285	101	30	-	-	NOUN
fcis-12285	101	31	resolution	resolution	NOUN
fcis-12285	101	32	[	[	X
fcis-12285	101	33	j	j	X
fcis-12285	101	34	]	]	X
fcis-12285	101	35	.	.	PUNCT
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fcis-12285	102	2	and	and	CCONJ
fcis-12285	102	3	television	television	NOUN
fcis-12285	102	4	technology	technology	NOUN
fcis-12285	102	5	,	,	PUNCT
fcis-12285	102	6	2022(003):049	2022(003):049	NUM
fcis-12285	102	7	.	.	PUNCT
fcis-12285	103	1	[	[	X
fcis-12285	103	2	6	6	NUM
fcis-12285	103	3	]	]	X
fcis-12285	103	4	guo	guo	PROPN
fcis-12285	103	5	zhijun	zhijun	PROPN
fcis-12285	103	6	,	,	PUNCT
fcis-12285	103	7	liu	liu	PROPN
fcis-12285	103	8	shuai	shuai	PROPN
fcis-12285	103	9	.	.	PUNCT
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fcis-12285	104	2	image	image	NOUN
fcis-12285	104	3	fuzzy	fuzzy	ADJ
fcis-12285	104	4	enhancement	enhancement	NOUN
fcis-12285	104	5	algorithm	algorithm	NOUN
fcis-12285	104	6	based	base	VERB
fcis-12285	104	7	on	on	ADP
fcis-12285	104	8	convolutional	convolutional	ADJ
fcis-12285	104	9	neural	neural	ADJ
fcis-12285	104	10	network	network	NOUN
fcis-12285	105	1	[	[	X
fcis-12285	105	2	j	j	X
fcis-12285	105	3	]	]	X
fcis-12285	105	4	.	.	PUNCT
fcis-12285	106	1	journal	journal	PROPN
fcis-12285	106	2	of	of	ADP
fcis-12285	106	3	jilin	jilin	PROPN
fcis-12285	106	4	university	university	PROPN
fcis-12285	106	5	:	:	PUNCT
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fcis-12285	106	7	edition	edition	NOUN
fcis-12285	106	8	,	,	PUNCT
fcis-12285	106	9	2022	2022	NUM
fcis-12285	106	10	,	,	PUNCT
fcis-12285	106	11	52(10):6	52(10):6	NUM
fcis-12285	106	12	.	.	PUNCT
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fcis-12285	107	2	7	7	NUM
fcis-12285	107	3	]	]	X
fcis-12285	107	4	tang	tang	NOUN
fcis-12285	107	5	tiancong	tiancong	PROPN
fcis-12285	107	6	.	.	PUNCT
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fcis-12285	108	2	-	-	ADJ
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fcis-12285	108	4	enhancement	enhancement	NOUN
fcis-12285	108	5	method	method	NOUN
fcis-12285	108	6	of	of	ADP
fcis-12285	108	7	video	video	NOUN
fcis-12285	108	8	processing	processing	NOUN
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fcis-12285	108	10	on	on	ADP
fcis-12285	108	11	two	two	NUM
fcis-12285	108	12	-	-	PUNCT
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fcis-12285	108	14	convolutional	convolutional	ADJ
fcis-12285	108	15	neural	neural	ADJ
fcis-12285	108	16	network	network	NOUN
fcis-12285	108	17	algorithm	algorithm	NOUN
fcis-12285	109	1	[	[	X
fcis-12285	109	2	j	j	X
fcis-12285	109	3	]	]	X
fcis-12285	109	4	.	.	PUNCT
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fcis-12285	110	2	and	and	CCONJ
fcis-12285	110	3	computer	computer	NOUN
fcis-12285	110	4	,	,	PUNCT
fcis-12285	110	5	2023	2023	NUM
fcis-12285	110	6	,	,	PUNCT
fcis-12285	110	7	35	35	NUM
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fcis-12285	110	9	2	2	NUM
fcis-12285	110	10	):	):	PUNCT
fcis-12285	110	11	194	194	NUM
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fcis-12285	110	14	.	.	PUNCT
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fcis-12285	111	2	8	8	NUM
fcis-12285	111	3	]	]	X
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fcis-12285	111	5	weiqiang	weiqiang	PROPN
fcis-12285	111	6	,	,	PUNCT
fcis-12285	111	7	zhao	zhao	PROPN
fcis-12285	111	8	peng	peng	PROPN
fcis-12285	111	9	,	,	PUNCT
fcis-12285	111	10	song	song	NOUN
fcis-12285	111	11	xiangying	xiangying	PROPN
fcis-12285	111	12	.	.	PUNCT
fcis-12285	112	1	low	low	ADJ
fcis-12285	112	2	-	-	PUNCT
fcis-12285	112	3	light	light	ADJ
fcis-12285	112	4	-	-	PUNCT
fcis-12285	112	5	level	level	NOUN
fcis-12285	112	6	image	image	NOUN
fcis-12285	112	7	enhancement	enhancement	NOUN
fcis-12285	112	8	algorithm	algorithm	NOUN
fcis-12285	112	9	based	base	VERB
fcis-12285	112	10	on	on	ADP
fcis-12285	112	11	multi	multi	ADJ
fcis-12285	112	12	-	-	ADJ
fcis-12285	112	13	scale	scale	ADJ
fcis-12285	112	14	fused	fuse	VERB
fcis-12285	112	15	convolutional	convolutional	ADJ
fcis-12285	112	16	neural	neural	ADJ
fcis-12285	112	17	network	network	NOUN
fcis-12285	113	1	[	[	X
fcis-12285	113	2	j	j	X
fcis-12285	113	3	]	]	X
fcis-12285	113	4	.	.	PUNCT
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fcis-12285	114	2	in	in	ADP
fcis-12285	114	3	laser	laser	NOUN
fcis-12285	114	4	and	and	CCONJ
fcis-12285	114	5	optoelectronic	optoelectronic	ADJ
fcis-12285	114	6	,	,	PUNCT
fcis-12285	114	7	2023	2023	NUM
fcis-12285	114	8	,	,	PUNCT
fcis-12285	114	9	60(14):1410012	60(14):1410012	NUM
fcis-12285	114	10	.	.	PUNCT
fcis-12285	115	1	[	[	X
fcis-12285	115	2	9	9	NUM
fcis-12285	115	3	]	]	X
fcis-12285	115	4	jiang	jiang	PROPN
fcis-12285	115	5	ping	ping	PROPN
fcis-12285	115	6	.	.	PUNCT
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fcis-12285	116	2	precision	precision	NOUN
fcis-12285	116	3	depth	depth	NOUN
fcis-12285	116	4	optimization	optimization	NOUN
fcis-12285	116	5	based	base	VERB
fcis-12285	116	6	on	on	ADP
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fcis-12285	116	10	[	[	X
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fcis-12285	116	12	]	]	X
fcis-12285	116	13	.	.	PUNCT
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fcis-12285	117	3	huaiyin	huaiyin	PROPN
fcis-12285	117	4	institute	institute	PROPN
fcis-12285	117	5	of	of	ADP
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fcis-12285	117	7	,	,	PUNCT
fcis-12285	117	8	2021	2021	NUM
fcis-12285	117	9	,	,	PUNCT
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fcis-12285	117	11	.	.	PUNCT
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fcis-12285	118	2	10	10	NUM
fcis-12285	118	3	]	]	X
fcis-12285	118	4	yin	yin	PROPN
fcis-12285	118	5	liming	liming	NOUN
fcis-12285	118	6	,	,	PUNCT
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fcis-12285	118	9	.	.	PUNCT
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fcis-12285	119	2	video	video	NOUN
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fcis-12285	119	5	method	method	NOUN
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fcis-12285	120	1	[	[	X
fcis-12285	120	2	j	j	X
fcis-12285	120	3	]	]	X
fcis-12285	120	4	.	.	PUNCT
fcis-12285	121	1	journal	journal	PROPN
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fcis-12285	121	5	of	of	ADP
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fcis-12285	121	7	and	and	CCONJ
fcis-12285	121	8	technology	technology	NOUN
fcis-12285	121	9	,	,	PUNCT
fcis-12285	121	10	2019	2019	NUM
fcis-12285	121	11	,	,	PUNCT
fcis-12285	121	12	39(5):4	39(5):4	PROPN
fcis-12285	121	13	.	.	PUNCT