id	sid	tid	token	lemma	pos
fcis-5204	1	1	frontiers	frontier	NOUN
fcis-5204	1	2	in	in	ADP
fcis-5204	1	3	computing	computing	NOUN
fcis-5204	1	4	and	and	CCONJ
fcis-5204	1	5	intelligent	intelligent	ADJ
fcis-5204	1	6	systems	system	NOUN
fcis-5204	1	7	issn	issn	VERB
fcis-5204	1	8	:	:	PUNCT
fcis-5204	1	9	2832	2832	NUM
fcis-5204	1	10	-	-	SYM
fcis-5204	1	11	6024	6024	NUM
fcis-5204	1	12	|	|	NOUN
fcis-5204	1	13	vol	vol	NOUN
fcis-5204	1	14	.	.	PROPN
fcis-5204	2	1	2	2	NUM
fcis-5204	2	2	,	,	PUNCT
fcis-5204	2	3	no	no	INTJ
fcis-5204	2	4	.	.	NOUN
fcis-5204	2	5	3	3	NUM
fcis-5204	2	6	,	,	PUNCT
fcis-5204	2	7	2022	2022	NUM
fcis-5204	2	8	22	22	NUM
fcis-5204	2	9	a	a	DET
fcis-5204	2	10	review	review	NOUN
fcis-5204	2	11	of	of	ADP
fcis-5204	2	12	traditional	traditional	ADJ
fcis-5204	2	13	dehazing	dehazing	NOUN
fcis-5204	2	14	methods	method	NOUN
fcis-5204	2	15	for	for	ADP
fcis-5204	2	16	foggy	foggy	ADJ
fcis-5204	2	17	images	image	NOUN
fcis-5204	2	18	wangming	wangme	VERB
fcis-5204	2	19	fang	fang	X
fcis-5204	2	20	*	*	PUNCT
fcis-5204	2	21	school	school	NOUN
fcis-5204	2	22	of	of	ADP
fcis-5204	2	23	software	software	NOUN
fcis-5204	2	24	,	,	PUNCT
fcis-5204	2	25	henan	henan	PROPN
fcis-5204	2	26	polytechnic	polytechnic	PROPN
fcis-5204	2	27	university	university	PROPN
fcis-5204	2	28	,	,	PUNCT
fcis-5204	2	29	jiaozuo	jiaozuo	PROPN
fcis-5204	2	30	454000	454000	NUM
fcis-5204	2	31	,	,	PUNCT
fcis-5204	2	32	henan	henan	PROPN
fcis-5204	2	33	,	,	PUNCT
fcis-5204	2	34	china	china	PROPN
fcis-5204	2	35	*	*	PUNCT
fcis-5204	2	36	corresponding	correspond	VERB
fcis-5204	2	37	author	author	NOUN
fcis-5204	2	38	:	:	PUNCT
fcis-5204	2	39	email	email	NOUN
fcis-5204	2	40	:	:	PUNCT
fcis-5204	2	41	fangwangming@126.com	fangwangming@126.com	PROPN
fcis-5204	2	42	abstract	abstract	NOUN
fcis-5204	2	43	:	:	PUNCT
fcis-5204	2	44	photographs	photograph	NOUN
fcis-5204	2	45	taken	take	VERB
fcis-5204	2	46	under	under	ADP
fcis-5204	2	47	foggy	foggy	ADJ
fcis-5204	2	48	conditions	condition	NOUN
fcis-5204	2	49	are	be	AUX
fcis-5204	2	50	prone	prone	ADJ
fcis-5204	2	51	to	to	ADP
fcis-5204	2	52	low	low	ADJ
fcis-5204	2	53	contrast	contrast	NOUN
fcis-5204	2	54	,	,	PUNCT
fcis-5204	2	55	color	color	NOUN
fcis-5204	2	56	deviation	deviation	NOUN
fcis-5204	2	57	,	,	PUNCT
fcis-5204	2	58	and	and	CCONJ
fcis-5204	2	59	blurred	blurred	ADJ
fcis-5204	2	60	local	local	ADJ
fcis-5204	2	61	details	detail	NOUN
fcis-5204	2	62	,	,	PUNCT
fcis-5204	2	63	which	which	PRON
fcis-5204	2	64	are	be	AUX
fcis-5204	2	65	detrimental	detrimental	ADJ
fcis-5204	2	66	to	to	ADP
fcis-5204	2	67	advanced	advanced	ADJ
fcis-5204	2	68	computer	computer	NOUN
fcis-5204	2	69	vision	vision	NOUN
fcis-5204	2	70	tasks	task	NOUN
fcis-5204	2	71	such	such	ADJ
fcis-5204	2	72	as	as	ADP
fcis-5204	2	73	image	image	NOUN
fcis-5204	2	74	recognition	recognition	NOUN
fcis-5204	2	75	,	,	PUNCT
fcis-5204	2	76	semantic	semantic	ADJ
fcis-5204	2	77	segmentation	segmentation	NOUN
fcis-5204	2	78	,	,	PUNCT
fcis-5204	2	79	and	and	CCONJ
fcis-5204	2	80	image	image	NOUN
fcis-5204	2	81	detection	detection	NOUN
fcis-5204	2	82	.	.	PUNCT
fcis-5204	3	1	although	although	SCONJ
fcis-5204	3	2	deep	deep	ADJ
fcis-5204	3	3	learning	learning	NOUN
fcis-5204	3	4	techniques	technique	NOUN
fcis-5204	3	5	have	have	AUX
fcis-5204	3	6	made	make	VERB
fcis-5204	3	7	significant	significant	ADJ
fcis-5204	3	8	progress	progress	NOUN
fcis-5204	3	9	in	in	ADP
fcis-5204	3	10	image	image	NOUN
fcis-5204	3	11	dehazing	dehazing	NOUN
fcis-5204	3	12	,	,	PUNCT
fcis-5204	3	13	the	the	DET
fcis-5204	3	14	effectiveness	effectiveness	NOUN
fcis-5204	3	15	and	and	CCONJ
fcis-5204	3	16	role	role	NOUN
fcis-5204	3	17	of	of	ADP
fcis-5204	3	18	traditional	traditional	ADJ
fcis-5204	3	19	image	image	NOUN
fcis-5204	3	20	dehazing	dehazing	NOUN
fcis-5204	3	21	methods	method	NOUN
fcis-5204	3	22	are	be	AUX
fcis-5204	3	23	still	still	ADV
fcis-5204	3	24	fundamental	fundamental	ADJ
fcis-5204	3	25	and	and	CCONJ
fcis-5204	3	26	have	have	VERB
fcis-5204	3	27	their	their	PRON
fcis-5204	3	28	unique	unique	ADJ
fcis-5204	3	29	advantages	advantage	NOUN
fcis-5204	3	30	.	.	PUNCT
fcis-5204	4	1	based	base	VERB
fcis-5204	4	2	on	on	ADP
fcis-5204	4	3	this	this	PRON
fcis-5204	4	4	,	,	PUNCT
fcis-5204	4	5	the	the	DET
fcis-5204	4	6	principles	principle	NOUN
fcis-5204	4	7	and	and	CCONJ
fcis-5204	4	8	advantages	advantage	NOUN
fcis-5204	4	9	of	of	ADP
fcis-5204	4	10	the	the	DET
fcis-5204	4	11	existing	exist	VERB
fcis-5204	4	12	advanced	advanced	ADJ
fcis-5204	4	13	traditional	traditional	ADJ
fcis-5204	4	14	methods	method	NOUN
fcis-5204	4	15	are	be	AUX
fcis-5204	4	16	analyzed	analyze	VERB
fcis-5204	4	17	from	from	ADP
fcis-5204	4	18	image	image	NOUN
fcis-5204	4	19	restoration	restoration	NOUN
fcis-5204	4	20	and	and	CCONJ
fcis-5204	4	21	enhancement	enhancement	NOUN
fcis-5204	4	22	perspectives	perspective	NOUN
fcis-5204	4	23	,	,	PUNCT
fcis-5204	4	24	and	and	CCONJ
fcis-5204	4	25	standard	standard	ADJ
fcis-5204	4	26	datasets	dataset	NOUN
fcis-5204	4	27	are	be	AUX
fcis-5204	4	28	introduced	introduce	VERB
fcis-5204	4	29	.	.	PUNCT
fcis-5204	5	1	finally	finally	ADV
fcis-5204	5	2	,	,	PUNCT
fcis-5204	5	3	predictions	prediction	NOUN
fcis-5204	5	4	for	for	ADP
fcis-5204	5	5	the	the	DET
fcis-5204	5	6	future	future	ADJ
fcis-5204	5	7	direction	direction	NOUN
fcis-5204	5	8	of	of	ADP
fcis-5204	5	9	the	the	DET
fcis-5204	5	10	traditional	traditional	ADJ
fcis-5204	5	11	image	image	NOUN
fcis-5204	5	12	dehazing	dehazing	NOUN
fcis-5204	5	13	field	field	NOUN
fcis-5204	5	14	are	be	AUX
fcis-5204	5	15	presented	present	VERB
fcis-5204	5	16	.	.	PUNCT
fcis-5204	6	1	keywords	keyword	NOUN
fcis-5204	6	2	:	:	PUNCT
fcis-5204	6	3	atmospheric	atmospheric	ADJ
fcis-5204	6	4	scattering	scattering	NOUN
fcis-5204	6	5	models	model	NOUN
fcis-5204	6	6	;	;	PUNCT
fcis-5204	6	7	contrast	contrast	NOUN
fcis-5204	6	8	enhancement	enhancement	NOUN
fcis-5204	6	9	;	;	PUNCT
fcis-5204	6	10	image	image	NOUN
fcis-5204	6	11	dehazing	dehazing	NOUN
fcis-5204	6	12	;	;	PUNCT
fcis-5204	6	13	image	image	NOUN
fcis-5204	6	14	enhancement	enhancement	NOUN
fcis-5204	6	15	.	.	PUNCT
fcis-5204	7	1	1	1	X
fcis-5204	7	2	.	.	X
fcis-5204	7	3	introduction	introduction	NOUN
fcis-5204	7	4	due	due	ADP
fcis-5204	7	5	to	to	ADP
fcis-5204	7	6	the	the	DET
fcis-5204	7	7	combination	combination	NOUN
fcis-5204	7	8	of	of	ADP
fcis-5204	7	9	dust	dust	NOUN
fcis-5204	7	10	,	,	PUNCT
fcis-5204	7	11	water	water	NOUN
fcis-5204	7	12	mist	mist	NOUN
fcis-5204	7	13	,	,	PUNCT
fcis-5204	7	14	and	and	CCONJ
fcis-5204	7	15	other	other	ADJ
fcis-5204	7	16	tiny	tiny	ADJ
fcis-5204	7	17	particles	particle	NOUN
fcis-5204	7	18	in	in	ADP
fcis-5204	7	19	the	the	DET
fcis-5204	7	20	air	air	NOUN
fcis-5204	7	21	,	,	PUNCT
fcis-5204	7	22	a	a	DET
fcis-5204	7	23	foggy	foggy	ADJ
fcis-5204	7	24	environment	environment	NOUN
fcis-5204	7	25	is	be	AUX
fcis-5204	7	26	formed	form	VERB
fcis-5204	7	27	with	with	ADP
fcis-5204	7	28	low	low	ADJ
fcis-5204	7	29	outdoor	outdoor	ADJ
fcis-5204	7	30	visibility	visibility	NOUN
fcis-5204	7	31	.	.	PUNCT
fcis-5204	8	1	images	image	NOUN
fcis-5204	8	2	taken	take	VERB
fcis-5204	8	3	under	under	ADP
fcis-5204	8	4	such	such	ADJ
fcis-5204	8	5	conditions	condition	NOUN
fcis-5204	8	6	largely	largely	ADV
fcis-5204	8	7	diminish	diminish	VERB
fcis-5204	8	8	the	the	DET
fcis-5204	8	9	image	image	NOUN
fcis-5204	8	10	's	's	PART
fcis-5204	8	11	visual	visual	ADJ
fcis-5204	8	12	effect	effect	NOUN
fcis-5204	8	13	and	and	CCONJ
fcis-5204	8	14	adversely	adversely	ADV
fcis-5204	8	15	affect	affect	VERB
fcis-5204	8	16	traffic	traffic	NOUN
fcis-5204	8	17	monitoring	monitoring	NOUN
fcis-5204	8	18	,	,	PUNCT
fcis-5204	8	19	gate	gate	NOUN
fcis-5204	8	20	recognition	recognition	NOUN
fcis-5204	8	21	,	,	PUNCT
fcis-5204	8	22	and	and	CCONJ
fcis-5204	8	23	fruit	fruit	NOUN
fcis-5204	8	24	counting	counting	NOUN
fcis-5204	8	25	realistic	realistic	ADJ
fcis-5204	8	26	scene	scene	NOUN
fcis-5204	8	27	applications	application	NOUN
fcis-5204	8	28	.	.	PUNCT
fcis-5204	9	1	they	they	PRON
fcis-5204	9	2	could	could	AUX
fcis-5204	9	3	be	be	AUX
fcis-5204	9	4	more	more	ADV
fcis-5204	9	5	conducive	conducive	ADJ
fcis-5204	9	6	to	to	ADP
fcis-5204	9	7	image	image	NOUN
fcis-5204	9	8	recognition	recognition	NOUN
fcis-5204	9	9	,	,	PUNCT
fcis-5204	9	10	semantic	semantic	ADJ
fcis-5204	9	11	segmentation	segmentation	NOUN
fcis-5204	9	12	,	,	PUNCT
fcis-5204	9	13	image	image	NOUN
fcis-5204	9	14	detection	detection	NOUN
fcis-5204	9	15	,	,	PUNCT
fcis-5204	9	16	and	and	CCONJ
fcis-5204	9	17	other	other	ADJ
fcis-5204	9	18	computer	computer	NOUN
fcis-5204	9	19	vision	vision	NOUN
fcis-5204	9	20	tasks	task	NOUN
fcis-5204	9	21	.	.	PUNCT
fcis-5204	10	1	image	image	NOUN
fcis-5204	10	2	dehazing	dehazing	NOUN
fcis-5204	10	3	reduces	reduce	VERB
fcis-5204	10	4	the	the	DET
fcis-5204	10	5	impact	impact	NOUN
fcis-5204	10	6	of	of	ADP
fcis-5204	10	7	fog	fog	NOUN
fcis-5204	10	8	on	on	ADP
fcis-5204	10	9	an	an	DET
fcis-5204	10	10	image	image	NOUN
fcis-5204	10	11	as	as	ADV
fcis-5204	10	12	much	much	ADV
fcis-5204	10	13	as	as	ADP
fcis-5204	10	14	possible	possible	ADJ
fcis-5204	10	15	,	,	PUNCT
fcis-5204	10	16	and	and	CCONJ
fcis-5204	10	17	dehazing	dehazing	NOUN
fcis-5204	10	18	reduces	reduce	VERB
fcis-5204	10	19	a	a	DET
fcis-5204	10	20	fogged	fogged	ADJ
fcis-5204	10	21	image	image	NOUN
fcis-5204	10	22	to	to	ADP
fcis-5204	10	23	a	a	DET
fcis-5204	10	24	fog	fog	ADJ
fcis-5204	10	25	-	-	PUNCT
fcis-5204	10	26	free	free	ADJ
fcis-5204	10	27	image	image	NOUN
fcis-5204	10	28	.	.	PUNCT
fcis-5204	11	1	the	the	DET
fcis-5204	11	2	removal	removal	NOUN
fcis-5204	11	3	of	of	ADP
fcis-5204	11	4	fog	fog	NOUN
fcis-5204	11	5	not	not	PART
fcis-5204	11	6	only	only	ADV
fcis-5204	11	7	improves	improve	VERB
fcis-5204	11	8	the	the	DET
fcis-5204	11	9	image	image	NOUN
fcis-5204	11	10	's	's	PART
fcis-5204	11	11	visual	visual	ADJ
fcis-5204	11	12	effect	effect	NOUN
fcis-5204	11	13	but	but	CCONJ
fcis-5204	11	14	also	also	ADV
fcis-5204	11	15	significantly	significantly	ADV
fcis-5204	11	16	improves	improve	VERB
fcis-5204	11	17	the	the	DET
fcis-5204	11	18	performance	performance	NOUN
fcis-5204	11	19	of	of	ADP
fcis-5204	11	20	the	the	DET
fcis-5204	11	21	computer	computer	NOUN
fcis-5204	11	22	vision	vision	PROPN
fcis-5204	11	23	task	task	PROPN
fcis-5204	11	24	.	.	PUNCT
fcis-5204	12	1	there	there	PRON
fcis-5204	12	2	are	be	VERB
fcis-5204	12	3	currently	currently	ADV
fcis-5204	12	4	two	two	NUM
fcis-5204	12	5	main	main	ADJ
fcis-5204	12	6	types	type	NOUN
fcis-5204	12	7	of	of	ADP
fcis-5204	12	8	traditional	traditional	ADJ
fcis-5204	12	9	processing	processing	NOUN
fcis-5204	12	10	methods	method	NOUN
fcis-5204	12	11	for	for	ADP
fcis-5204	12	12	image	image	NOUN
fcis-5204	12	13	dehazing	dehazing	NOUN
fcis-5204	12	14	:	:	PUNCT
fcis-5204	12	15	one	one	NUM
fcis-5204	12	16	is	be	AUX
fcis-5204	12	17	based	base	VERB
fcis-5204	12	18	on	on	ADP
fcis-5204	12	19	image	image	NOUN
fcis-5204	12	20	restoration	restoration	NOUN
fcis-5204	12	21	methods	method	NOUN
fcis-5204	12	22	for	for	ADP
fcis-5204	12	23	image	image	NOUN
fcis-5204	12	24	dehazing	dehazing	NOUN
fcis-5204	12	25	.	.	PUNCT
fcis-5204	13	1	the	the	DET
fcis-5204	13	2	image	image	NOUN
fcis-5204	13	3	restoration	restoration	NOUN
fcis-5204	13	4	approach	approach	NOUN
fcis-5204	13	5	is	be	AUX
fcis-5204	13	6	mainly	mainly	ADV
fcis-5204	13	7	based	base	VERB
fcis-5204	13	8	on	on	ADP
fcis-5204	13	9	an	an	DET
fcis-5204	13	10	atmospheric	atmospheric	ADJ
fcis-5204	13	11	scattering	scattering	NOUN
fcis-5204	13	12	model	model	NOUN
fcis-5204	13	13	and	and	CCONJ
fcis-5204	13	14	performs	perform	VERB
fcis-5204	13	15	dehazing	dehazing	NOUN
fcis-5204	13	16	processes	process	NOUN
fcis-5204	13	17	.	.	PUNCT
fcis-5204	14	1	this	this	DET
fcis-5204	14	2	method	method	NOUN
fcis-5204	14	3	is	be	AUX
fcis-5204	14	4	more	more	ADV
fcis-5204	14	5	targeted	target	VERB
fcis-5204	14	6	and	and	CCONJ
fcis-5204	14	7	achieves	achieve	VERB
fcis-5204	14	8	natural	natural	ADJ
fcis-5204	14	9	results	result	NOUN
fcis-5204	14	10	with	with	ADP
fcis-5204	14	11	little	little	ADJ
fcis-5204	14	12	loss	loss	NOUN
fcis-5204	14	13	of	of	ADP
fcis-5204	14	14	information	information	NOUN
fcis-5204	14	15	,	,	PUNCT
fcis-5204	14	16	but	but	CCONJ
fcis-5204	14	17	estimating	estimate	VERB
fcis-5204	14	18	the	the	DET
fcis-5204	14	19	various	various	ADJ
fcis-5204	14	20	parameters	parameter	NOUN
fcis-5204	14	21	in	in	ADP
fcis-5204	14	22	the	the	DET
fcis-5204	14	23	model	model	NOUN
fcis-5204	14	24	is	be	AUX
fcis-5204	14	25	a	a	DET
fcis-5204	14	26	tricky	tricky	ADJ
fcis-5204	14	27	area	area	NOUN
fcis-5204	14	28	of	of	ADP
fcis-5204	14	29	research	research	NOUN
fcis-5204	14	30	.	.	PUNCT
fcis-5204	15	1	another	another	DET
fcis-5204	15	2	type	type	NOUN
fcis-5204	15	3	of	of	ADP
fcis-5204	15	4	image	image	NOUN
fcis-5204	15	5	-	-	PUNCT
fcis-5204	15	6	dehazing	dehaze	VERB
fcis-5204	15	7	method	method	NOUN
fcis-5204	15	8	is	be	AUX
fcis-5204	15	9	based	base	VERB
fcis-5204	15	10	on	on	ADP
fcis-5204	15	11	image	image	NOUN
fcis-5204	15	12	enhancement	enhancement	NOUN
fcis-5204	15	13	.	.	PUNCT
fcis-5204	16	1	the	the	DET
fcis-5204	16	2	image	image	NOUN
fcis-5204	16	3	enhancement	enhancement	NOUN
fcis-5204	16	4	method	method	NOUN
fcis-5204	16	5	removes	remove	VERB
fcis-5204	16	6	as	as	ADV
fcis-5204	16	7	much	much	ADJ
fcis-5204	16	8	image	image	NOUN
fcis-5204	16	9	noise	noise	NOUN
fcis-5204	16	10	as	as	ADP
fcis-5204	16	11	possible	possible	ADJ
fcis-5204	16	12	,	,	PUNCT
fcis-5204	16	13	increases	increase	VERB
fcis-5204	16	14	the	the	DET
fcis-5204	16	15	image	image	NOUN
fcis-5204	16	16	contrast	contrast	NOUN
fcis-5204	16	17	,	,	PUNCT
fcis-5204	16	18	and	and	CCONJ
fcis-5204	16	19	improves	improve	VERB
fcis-5204	16	20	the	the	DET
fcis-5204	16	21	image	image	NOUN
fcis-5204	16	22	's	's	PART
fcis-5204	16	23	visual	visual	ADJ
fcis-5204	16	24	effect	effect	NOUN
fcis-5204	16	25	.	.	PUNCT
fcis-5204	17	1	still	still	ADV
fcis-5204	17	2	,	,	PUNCT
fcis-5204	17	3	it	it	PRON
fcis-5204	17	4	may	may	AUX
fcis-5204	17	5	cause	cause	VERB
fcis-5204	17	6	some	some	DET
fcis-5204	17	7	loss	loss	NOUN
fcis-5204	17	8	of	of	ADP
fcis-5204	17	9	information	information	NOUN
fcis-5204	17	10	for	for	ADP
fcis-5204	17	11	some	some	PRON
fcis-5204	17	12	of	of	ADP
fcis-5204	17	13	the	the	DET
fcis-5204	17	14	information	information	NOUN
fcis-5204	17	15	.	.	PUNCT
fcis-5204	18	1	this	this	DET
fcis-5204	18	2	paper	paper	NOUN
fcis-5204	18	3	summarizes	summarize	NOUN
fcis-5204	18	4	and	and	CCONJ
fcis-5204	18	5	compares	compare	VERB
fcis-5204	18	6	image	image	NOUN
fcis-5204	18	7	dehazing	dehazing	NOUN
fcis-5204	18	8	in	in	ADP
fcis-5204	18	9	two	two	NUM
fcis-5204	18	10	traditional	traditional	ADJ
fcis-5204	18	11	directions	direction	NOUN
fcis-5204	18	12	:	:	PUNCT
fcis-5204	18	13	image	image	NOUN
fcis-5204	18	14	restoration	restoration	NOUN
fcis-5204	18	15	and	and	CCONJ
fcis-5204	18	16	enhancement	enhancement	NOUN
fcis-5204	18	17	.	.	PUNCT
fcis-5204	19	1	it	it	PRON
fcis-5204	19	2	mainly	mainly	ADV
fcis-5204	19	3	summarizes	summarize	VERB
fcis-5204	19	4	and	and	CCONJ
fcis-5204	19	5	reviews	review	VERB
fcis-5204	19	6	the	the	DET
fcis-5204	19	7	research	research	NOUN
fcis-5204	19	8	results	result	NOUN
fcis-5204	19	9	in	in	ADP
fcis-5204	19	10	these	these	DET
fcis-5204	19	11	two	two	NUM
fcis-5204	19	12	directions	direction	NOUN
fcis-5204	19	13	,	,	PUNCT
fcis-5204	19	14	summarizes	summarize	VERB
fcis-5204	19	15	their	their	PRON
fcis-5204	19	16	dehazing	dehaze	VERB
fcis-5204	19	17	principles	principle	NOUN
fcis-5204	19	18	and	and	CCONJ
fcis-5204	19	19	experimental	experimental	ADJ
fcis-5204	19	20	results	result	NOUN
fcis-5204	19	21	,	,	PUNCT
fcis-5204	19	22	gives	give	VERB
fcis-5204	19	23	a	a	DET
fcis-5204	19	24	brief	brief	ADJ
fcis-5204	19	25	introduction	introduction	NOUN
fcis-5204	19	26	to	to	ADP
fcis-5204	19	27	commonly	commonly	ADV
fcis-5204	19	28	used	use	VERB
fcis-5204	19	29	image	image	NOUN
fcis-5204	19	30	-	-	PUNCT
fcis-5204	19	31	dehazing	dehaze	VERB
fcis-5204	19	32	datasets	dataset	NOUN
fcis-5204	19	33	,	,	PUNCT
fcis-5204	19	34	and	and	CCONJ
fcis-5204	19	35	finally	finally	ADV
fcis-5204	19	36	gives	give	VERB
fcis-5204	19	37	a	a	DET
fcis-5204	19	38	reasonable	reasonable	ADJ
fcis-5204	19	39	prediction	prediction	NOUN
fcis-5204	19	40	of	of	ADP
fcis-5204	19	41	the	the	DET
fcis-5204	19	42	future	future	ADJ
fcis-5204	19	43	development	development	NOUN
fcis-5204	19	44	direction	direction	NOUN
fcis-5204	19	45	in	in	ADP
fcis-5204	19	46	the	the	DET
fcis-5204	19	47	field	field	NOUN
fcis-5204	19	48	of	of	ADP
fcis-5204	19	49	image	image	NOUN
fcis-5204	19	50	-	-	PUNCT
fcis-5204	19	51	dehazing	dehazing	NOUN
fcis-5204	19	52	.	.	PUNCT
fcis-5204	20	1	2	2	X
fcis-5204	20	2	.	.	X
fcis-5204	20	3	traditional	traditional	ADJ
fcis-5204	20	4	image	image	NOUN
fcis-5204	20	5	dehazing	dehazing	NOUN
fcis-5204	20	6	methods	method	NOUN
fcis-5204	20	7	based	base	VERB
fcis-5204	20	8	on	on	ADP
fcis-5204	20	9	image	image	NOUN
fcis-5204	20	10	restoration	restoration	NOUN
fcis-5204	20	11	the	the	DET
fcis-5204	20	12	image	image	NOUN
fcis-5204	20	13	restoration	restoration	NOUN
fcis-5204	20	14	method	method	NOUN
fcis-5204	20	15	is	be	AUX
fcis-5204	20	16	mainly	mainly	ADV
fcis-5204	20	17	based	base	VERB
fcis-5204	20	18	on	on	ADP
fcis-5204	20	19	the	the	DET
fcis-5204	20	20	backpropagation	backpropagation	NOUN
fcis-5204	20	21	formula	formula	NOUN
fcis-5204	20	22	of	of	ADP
fcis-5204	20	23	the	the	DET
fcis-5204	20	24	atmospheric	atmospheric	ADJ
fcis-5204	20	25	scattering	scattering	NOUN
fcis-5204	20	26	model	model	NOUN
fcis-5204	20	27	,	,	PUNCT
fcis-5204	20	28	the	the	DET
fcis-5204	20	29	parameters	parameter	NOUN
fcis-5204	20	30	such	such	ADJ
fcis-5204	20	31	as	as	ADP
fcis-5204	20	32	atmospheric	atmospheric	ADJ
fcis-5204	20	33	light	light	NOUN
fcis-5204	20	34	value	value	NOUN
fcis-5204	20	35	and	and	CCONJ
fcis-5204	20	36	transmittance	transmittance	NOUN
fcis-5204	20	37	map	map	NOUN
fcis-5204	20	38	in	in	ADP
fcis-5204	20	39	the	the	DET
fcis-5204	20	40	atmospheric	atmospheric	ADJ
fcis-5204	20	41	scattering	scattering	NOUN
fcis-5204	20	42	model	model	NOUN
fcis-5204	20	43	are	be	AUX
fcis-5204	20	44	estimated	estimate	VERB
fcis-5204	20	45	based	base	VERB
fcis-5204	20	46	on	on	ADP
fcis-5204	20	47	a	a	DET
fcis-5204	20	48	priori	priori	ADJ
fcis-5204	20	49	information	information	NOUN
fcis-5204	20	50	,	,	PUNCT
fcis-5204	20	51	and	and	CCONJ
fcis-5204	20	52	the	the	DET
fcis-5204	20	53	clear	clear	ADJ
fcis-5204	20	54	fog	fog	PROPN
fcis-5204	20	55	-	-	PUNCT
fcis-5204	20	56	free	free	ADJ
fcis-5204	20	57	image	image	NOUN
fcis-5204	20	58	is	be	AUX
fcis-5204	20	59	restored	restore	VERB
fcis-5204	20	60	by	by	ADP
fcis-5204	20	61	substituting	substitute	VERB
fcis-5204	20	62	the	the	DET
fcis-5204	20	63	backpropagation	backpropagation	NOUN
fcis-5204	20	64	formula	formula	NOUN
fcis-5204	20	65	.	.	PUNCT
fcis-5204	21	1	in	in	ADP
fcis-5204	21	2	general	general	ADJ
fcis-5204	21	3	,	,	PUNCT
fcis-5204	21	4	it	it	PRON
fcis-5204	21	5	has	have	VERB
fcis-5204	21	6	a	a	DET
fcis-5204	21	7	certain	certain	ADJ
fcis-5204	21	8	dehazing	dehazing	NOUN
fcis-5204	21	9	effect	effect	NOUN
fcis-5204	21	10	on	on	ADP
fcis-5204	21	11	the	the	DET
fcis-5204	21	12	image	image	NOUN
fcis-5204	21	13	as	as	ADP
fcis-5204	21	14	a	a	DET
fcis-5204	21	15	whole	whole	NOUN
fcis-5204	21	16	.	.	PUNCT
fcis-5204	22	1	still	still	ADV
fcis-5204	22	2	,	,	PUNCT
fcis-5204	22	3	such	such	ADJ
fcis-5204	22	4	methods	method	NOUN
fcis-5204	22	5	are	be	AUX
fcis-5204	22	6	based	base	VERB
fcis-5204	22	7	on	on	ADP
fcis-5204	22	8	the	the	DET
fcis-5204	22	9	model	model	NOUN
fcis-5204	22	10	's	's	PART
fcis-5204	22	11	parameter	parameter	NOUN
fcis-5204	22	12	estimation	estimation	NOUN
fcis-5204	22	13	and	and	CCONJ
fcis-5204	22	14	a	a	DET
fcis-5204	22	15	priori	priori	ADJ
fcis-5204	22	16	information	information	NOUN
fcis-5204	22	17	and	and	CCONJ
fcis-5204	22	18	tend	tend	VERB
fcis-5204	22	19	to	to	PART
fcis-5204	22	20	be	be	AUX
fcis-5204	22	21	more	more	ADV
fcis-5204	22	22	effective	effective	ADJ
fcis-5204	22	23	for	for	ADP
fcis-5204	22	24	special	special	ADJ
fcis-5204	22	25	scenes	scene	NOUN
fcis-5204	22	26	with	with	ADP
fcis-5204	22	27	a	a	DET
fcis-5204	22	28	relatively	relatively	ADV
fcis-5204	22	29	homogeneous	homogeneous	ADJ
fcis-5204	22	30	environment	environment	NOUN
fcis-5204	22	31	.	.	PUNCT
fcis-5204	23	1	in	in	ADP
fcis-5204	23	2	contrast	contrast	NOUN
fcis-5204	23	3	,	,	PUNCT
fcis-5204	23	4	the	the	DET
fcis-5204	23	5	dehazing	dehazing	NOUN
fcis-5204	23	6	effect	effect	NOUN
fcis-5204	23	7	could	could	AUX
fcis-5204	23	8	be	be	AUX
fcis-5204	23	9	better	well	ADJ
fcis-5204	23	10	in	in	ADP
fcis-5204	23	11	common	common	ADJ
fcis-5204	23	12	complex	complex	ADJ
fcis-5204	23	13	natural	natural	ADJ
fcis-5204	23	14	scenes	scene	NOUN
fcis-5204	23	15	.	.	PUNCT
fcis-5204	24	1	the	the	DET
fcis-5204	24	2	atmospheric	atmospheric	ADJ
fcis-5204	24	3	scattering	scattering	NOUN
fcis-5204	24	4	model	model	NOUN
fcis-5204	24	5	is	be	AUX
fcis-5204	24	6	shown	show	VERB
fcis-5204	24	7	in	in	ADP
fcis-5204	24	8	equation	equation	NOUN
fcis-5204	24	9	(	(	PUNCT
fcis-5204	24	10	1	1	NUM
fcis-5204	24	11	)	)	PUNCT
fcis-5204	24	12	,	,	PUNCT
fcis-5204	24	13	𝐼(𝑥	𝐼(𝑥	PROPN
fcis-5204	24	14	)	)	PUNCT
fcis-5204	24	15	=	=	SYM
fcis-5204	24	16	𝑡(𝑥	𝑡(𝑥	PROPN
fcis-5204	24	17	)	)	PUNCT
fcis-5204	24	18	∙	∙	PROPN
fcis-5204	25	1	𝐽(𝑥	𝐽(𝑥	NUM
fcis-5204	25	2	)	)	PUNCT
fcis-5204	25	3	+	+	NUM
fcis-5204	25	4	𝐴	𝐴	PROPN
fcis-5204	25	5	∙	∙	PROPN
fcis-5204	25	6	(	(	PUNCT
fcis-5204	25	7	1	1	NUM
fcis-5204	25	8	−	−	PROPN
fcis-5204	25	9	𝑡(𝑥	𝑡(𝑥	PROPN
fcis-5204	25	10	)	)	PUNCT
fcis-5204	25	11	)	)	PUNCT
fcis-5204	25	12	(	(	PUNCT
fcis-5204	25	13	1	1	X
fcis-5204	25	14	)	)	PUNCT
fcis-5204	25	15	where	where	SCONJ
fcis-5204	25	16	𝐼(𝑥	𝐼(𝑥	X
fcis-5204	25	17	)	)	PUNCT
fcis-5204	25	18	is	be	AUX
fcis-5204	25	19	the	the	DET
fcis-5204	25	20	foggy	foggy	ADJ
fcis-5204	25	21	sky	sky	NOUN
fcis-5204	25	22	image，𝐽(𝑥	image，𝐽(𝑥	PUNCT
fcis-5204	25	23	)	)	PUNCT
fcis-5204	25	24	is	be	AUX
fcis-5204	25	25	the	the	DET
fcis-5204	25	26	clear	clear	ADJ
fcis-5204	25	27	fogfree	fogfree	NOUN
fcis-5204	25	28	image	image	NOUN
fcis-5204	25	29	,	,	PUNCT
fcis-5204	25	30	a	a	DET
fcis-5204	25	31	denotes	denote	NOUN
fcis-5204	25	32	the	the	DET
fcis-5204	25	33	value	value	NOUN
fcis-5204	25	34	of	of	ADP
fcis-5204	25	35	atmospheric	atmospheric	ADJ
fcis-5204	25	36	light	light	NOUN
fcis-5204	25	37	,	,	PUNCT
fcis-5204	25	38	and	and	CCONJ
fcis-5204	25	39	𝑡(𝑥)denotes	𝑡(𝑥)denote	VERB
fcis-5204	25	40	the	the	DET
fcis-5204	25	41	transmittance	transmittance	NOUN
fcis-5204	25	42	of	of	ADP
fcis-5204	25	43	the	the	DET
fcis-5204	25	44	medium	medium	NOUN
fcis-5204	25	45	,	,	PUNCT
fcis-5204	25	46	so	so	SCONJ
fcis-5204	25	47	the	the	DET
fcis-5204	25	48	goal	goal	NOUN
fcis-5204	25	49	of	of	ADP
fcis-5204	25	50	dehazing	dehazing	NOUN
fcis-5204	25	51	based	base	VERB
fcis-5204	25	52	on	on	ADP
fcis-5204	25	53	this	this	PRON
fcis-5204	25	54	is	be	AUX
fcis-5204	25	55	to	to	PART
fcis-5204	25	56	calculate	calculate	VERB
fcis-5204	25	57	the	the	DET
fcis-5204	25	58	value	value	NOUN
fcis-5204	25	59	of	of	ADP
fcis-5204	25	60	atmospheric	atmospheric	ADJ
fcis-5204	25	61	light	light	NOUN
fcis-5204	25	62	and	and	CCONJ
fcis-5204	25	63	transmittance	transmittance	NOUN
fcis-5204	25	64	based	base	VERB
fcis-5204	25	65	on	on	ADP
fcis-5204	25	66	the	the	DET
fcis-5204	25	67	existing	exist	VERB
fcis-5204	25	68	foggy	foggy	ADJ
fcis-5204	25	69	sky	sky	NOUN
fcis-5204	25	70	image	image	NOUN
fcis-5204	25	71	,	,	PUNCT
fcis-5204	25	72	and	and	CCONJ
fcis-5204	25	73	thus	thus	ADV
fcis-5204	25	74	estimate	estimate	VERB
fcis-5204	25	75	the	the	DET
fcis-5204	25	76	fog−free	fog−free	PROPN
fcis-5204	25	77	image	image	NOUN
fcis-5204	25	78	.	.	PUNCT
fcis-5204	26	1	when	when	SCONJ
fcis-5204	26	2	the	the	DET
fcis-5204	26	3	distribution	distribution	NOUN
fcis-5204	26	4	of	of	ADP
fcis-5204	26	5	particles	particle	NOUN
fcis-5204	26	6	in	in	ADP
fcis-5204	26	7	the	the	DET
fcis-5204	26	8	atmosphere	atmosphere	NOUN
fcis-5204	26	9	is	be	AUX
fcis-5204	26	10	spatially	spatially	ADV
fcis-5204	26	11	uniform	uniform	ADJ
fcis-5204	26	12	,	,	PUNCT
fcis-5204	26	13	the	the	DET
fcis-5204	26	14	transmittance	transmittance	NOUN
fcis-5204	26	15	𝑡(𝑥	𝑡(𝑥	PROPN
fcis-5204	26	16	)	)	PUNCT
fcis-5204	26	17	can	can	AUX
fcis-5204	26	18	be	be	AUX
fcis-5204	26	19	obtained	obtain	VERB
fcis-5204	26	20	by	by	ADP
fcis-5204	26	21	calculating	calculate	VERB
fcis-5204	26	22	the	the	DET
fcis-5204	26	23	scattering	scatter	VERB
fcis-5204	26	24	coefficient	coefficient	NOUN
fcis-5204	26	25	𝛽	𝛽	NOUN
fcis-5204	26	26	and	and	CCONJ
fcis-5204	26	27	the	the	DET
fcis-5204	26	28	scene	scene	NOUN
fcis-5204	26	29	depth	depth	NOUN
fcis-5204	26	30	𝑑(𝑥	𝑑(𝑥	PROPN
fcis-5204	26	31	)	)	PUNCT
fcis-5204	26	32	,	,	PUNCT
fcis-5204	26	33	as	as	SCONJ
fcis-5204	26	34	shown	show	VERB
fcis-5204	26	35	in	in	ADP
fcis-5204	26	36	equation	equation	NOUN
fcis-5204	26	37	(	(	PUNCT
fcis-5204	26	38	2	2	NUM
fcis-5204	26	39	)	)	PUNCT
fcis-5204	26	40	.	.	PUNCT
fcis-5204	27	1	𝑡(𝑥	𝑡(𝑥	PROPN
fcis-5204	27	2	)	)	PUNCT
fcis-5204	28	1	=	=	SYM
fcis-5204	28	2	𝑒−𝛽𝑑(𝑥	𝑒−𝛽𝑑(𝑥	X
fcis-5204	28	3	)	)	PUNCT
fcis-5204	28	4	(	(	PUNCT
fcis-5204	28	5	2	2	NUM
fcis-5204	28	6	)	)	PUNCT
fcis-5204	28	7	2.1	2.1	NUM
fcis-5204	28	8	.	.	PUNCT
fcis-5204	29	1	dcp	dcp	NOUN
fcis-5204	29	2	dehazing	dehazing	NOUN
fcis-5204	29	3	method	method	NOUN
fcis-5204	29	4	in	in	ADP
fcis-5204	29	5	2009	2009	NUM
fcis-5204	29	6	,	,	PUNCT
fcis-5204	29	7	he	he	PRON
fcis-5204	29	8	et	et	VERB
fcis-5204	29	9	al	al	PROPN
fcis-5204	29	10	.	.	PUNCT
fcis-5204	30	1	[	[	X
fcis-5204	30	2	1	1	X
fcis-5204	30	3	]	]	PUNCT
fcis-5204	30	4	proposed	propose	VERB
fcis-5204	30	5	the	the	DET
fcis-5204	30	6	dark	dark	ADJ
fcis-5204	30	7	channel	channel	NOUN
fcis-5204	30	8	prior	prior	ADV
fcis-5204	30	9	(	(	PUNCT
fcis-5204	30	10	dcp	dcp	NOUN
fcis-5204	30	11	)	)	PUNCT
fcis-5204	30	12	and	and	CCONJ
fcis-5204	30	13	found	find	VERB
fcis-5204	30	14	,	,	PUNCT
fcis-5204	30	15	based	base	VERB
fcis-5204	30	16	on	on	ADP
fcis-5204	30	17	a	a	DET
fcis-5204	30	18	statistical	statistical	ADJ
fcis-5204	30	19	analysis	analysis	NOUN
fcis-5204	30	20	of	of	ADP
fcis-5204	30	21	data	datum	NOUN
fcis-5204	30	22	from	from	ADP
fcis-5204	30	23	thousands	thousand	NOUN
fcis-5204	30	24	of	of	ADP
fcis-5204	30	25	clear	clear	ADJ
fcis-5204	30	26	fog	fog	ADJ
fcis-5204	30	27	-	-	PUNCT
fcis-5204	30	28	free	free	ADJ
fcis-5204	30	29	images	image	NOUN
fcis-5204	30	30	,	,	PUNCT
fcis-5204	30	31	that	that	SCONJ
fcis-5204	30	32	about	about	ADV
fcis-5204	30	33	75	75	NUM
fcis-5204	30	34	%	%	NOUN
fcis-5204	30	35	of	of	ADP
fcis-5204	30	36	the	the	DET
fcis-5204	30	37	pixels	pixel	NOUN
fcis-5204	30	38	have	have	VERB
fcis-5204	30	39	a	a	DET
fcis-5204	30	40	value	value	NOUN
fcis-5204	30	41	of	of	ADP
fcis-5204	30	42	0	0	NUM
fcis-5204	30	43	and	and	CCONJ
fcis-5204	30	44	90	90	NUM
fcis-5204	30	45	%	%	NOUN
fcis-5204	30	46	of	of	ADP
fcis-5204	30	47	the	the	DET
fcis-5204	30	48	pixel	pixel	PROPN
fcis-5204	30	49	points	point	NOUN
fcis-5204	30	50	have	have	VERB
fcis-5204	30	51	very	very	ADV
fcis-5204	30	52	low	low	ADJ
fcis-5204	30	53	values	value	NOUN
fcis-5204	30	54	.	.	PUNCT
fcis-5204	31	1	therefore	therefore	ADV
fcis-5204	31	2	,	,	PUNCT
fcis-5204	31	3	he	he	PRON
fcis-5204	31	4	et	et	PROPN
fcis-5204	31	5	al	al	PROPN
fcis-5204	31	6	.	.	PROPN
fcis-5204	31	7	proposed	propose	VERB
fcis-5204	31	8	that	that	SCONJ
fcis-5204	31	9	in	in	ADP
fcis-5204	31	10	local	local	ADJ
fcis-5204	31	11	areas	area	NOUN
fcis-5204	31	12	of	of	ADP
fcis-5204	31	13	daytime	daytime	PROPN
fcis-5204	31	14	fog	fog	PROPN
fcis-5204	31	15	-	-	PUNCT
fcis-5204	31	16	free	free	ADJ
fcis-5204	31	17	images	image	NOUN
fcis-5204	31	18	(	(	PUNCT
fcis-5204	31	19	non	non	ADJ
fcis-5204	31	20	-	-	ADJ
fcis-5204	31	21	sky	sky	ADJ
fcis-5204	31	22	areas	area	NOUN
fcis-5204	31	23	)	)	PUNCT
fcis-5204	31	24	,	,	PUNCT
fcis-5204	31	25	pixel	pixel	PROPN
fcis-5204	31	26	points	point	NOUN
fcis-5204	31	27	with	with	ADP
fcis-5204	31	28	pixel	pixel	PROPN
fcis-5204	31	29	values	value	NOUN
fcis-5204	31	30	tending	tend	VERB
fcis-5204	31	31	to	to	ADP
fcis-5204	31	32	0	0	NUM
fcis-5204	31	33	exist	exist	VERB
fcis-5204	31	34	on	on	ADP
fcis-5204	31	35	at	at	ADV
fcis-5204	31	36	least	least	ADJ
fcis-5204	31	37	one	one	NUM
fcis-5204	31	38	of	of	ADP
fcis-5204	31	39	the	the	DET
fcis-5204	31	40	color	color	NOUN
fcis-5204	31	41	channels	channel	NOUN
fcis-5204	31	42	.	.	PUNCT
fcis-5204	32	1	that	that	PRON
fcis-5204	32	2	is	be	AUX
fcis-5204	32	3	,	,	PUNCT
fcis-5204	32	4	for	for	ADP
fcis-5204	32	5	an	an	DET
fcis-5204	32	6	observed	observed	ADJ
fcis-5204	32	7	image	image	NOUN
fcis-5204	32	8	j	j	PROPN
fcis-5204	32	9	is	be	AUX
fcis-5204	32	10	that	that	DET
fcis-5204	32	11	𝐽𝑑𝑎𝑟𝑘	𝐽𝑑𝑎𝑟𝑘	PROPN
fcis-5204	32	12	=	=	PUNCT
fcis-5204	32	13	𝑚𝑖𝑛	𝑚𝑖𝑛	PROPN
fcis-5204	32	14	𝑦∈ω(𝑥	𝑦∈ω(𝑥	NOUN
fcis-5204	32	15	)	)	PUNCT
fcis-5204	32	16	(	(	PUNCT
fcis-5204	32	17	𝑚𝑖𝑛	𝑚𝑖𝑛	NOUN
fcis-5204	32	18	𝑐∈{𝑟,𝑔,𝑏	𝑐∈{𝑟,𝑔,𝑏	PROPN
fcis-5204	32	19	}	}	PUNCT
fcis-5204	32	20	(	(	PUNCT
fcis-5204	32	21	𝐽𝑐(𝑦	𝐽𝑐(𝑦	NOUN
fcis-5204	32	22	)	)	PUNCT
fcis-5204	32	23	)	)	PUNCT
fcis-5204	32	24	)	)	PUNCT
fcis-5204	32	25	,	,	PUNCT
fcis-5204	32	26	𝐽𝑑𝑎𝑟𝑘	𝐽𝑑𝑎𝑟𝑘	PROPN
fcis-5204	32	27	→	→	SYM
fcis-5204	32	28	0	0	NUM
fcis-5204	32	29	(	(	PUNCT
fcis-5204	32	30	3	3	NUM
fcis-5204	32	31	)	)	PUNCT
fcis-5204	32	32	based	base	VERB
fcis-5204	32	33	on	on	ADP
fcis-5204	32	34	this	this	DET
fcis-5204	32	35	prior	prior	ADV
fcis-5204	32	36	it	it	PRON
fcis-5204	32	37	is	be	AUX
fcis-5204	32	38	possible	possible	ADJ
fcis-5204	32	39	to	to	PART
fcis-5204	32	40	approximate	approximate	VERB
fcis-5204	32	41	the	the	DET
fcis-5204	32	42	transmittance	transmittance	NOUN
fcis-5204	32	43	map	map	NOUN
fcis-5204	32	44	𝑡(𝑥	𝑡(𝑥	PROPN
fcis-5204	32	45	)	)	PUNCT
fcis-5204	32	46	and	and	CCONJ
fcis-5204	32	47	the	the	DET
fcis-5204	32	48	atmospheric	atmospheric	ADJ
fcis-5204	32	49	light	light	NOUN
fcis-5204	32	50	value	value	NOUN
fcis-5204	32	51	a.	a.	NOUN
fcis-5204	32	52	the	the	DET
fcis-5204	32	53	formula	formula	NOUN
fcis-5204	32	54	for	for	ADP
fcis-5204	32	55	estimating	estimate	VERB
fcis-5204	32	56	the	the	DET
fcis-5204	32	57	transmittance	transmittance	NOUN
fcis-5204	32	58	map	map	NOUN
fcis-5204	32	59	𝑡(𝑥	𝑡(𝑥	PROPN
fcis-5204	32	60	)	)	PUNCT
fcis-5204	32	61	is	be	AUX
fcis-5204	32	62	shown	show	VERB
fcis-5204	32	63	in	in	ADP
fcis-5204	32	64	(	(	PUNCT
fcis-5204	32	65	4	4	NUM
fcis-5204	32	66	)	)	PUNCT
fcis-5204	32	67	,	,	PUNCT
fcis-5204	32	68	where	where	SCONJ
fcis-5204	32	69	the	the	DET
fcis-5204	32	70	𝜔	𝜔	NOUN
fcis-5204	32	71	takes	take	VERB
fcis-5204	32	72	the	the	DET
fcis-5204	32	73	value	value	NOUN
fcis-5204	32	74	0.95	0.95	NUM
fcis-5204	32	75	,	,	PUNCT
fcis-5204	32	76	and	and	CCONJ
fcis-5204	32	77	the	the	DET
fcis-5204	32	78	a	a	DET
fcis-5204	32	79	23	23	NUM
fcis-5204	32	80	value	value	NOUN
fcis-5204	32	81	is	be	AUX
fcis-5204	32	82	estimated	estimate	VERB
fcis-5204	32	83	by	by	ADP
fcis-5204	32	84	taking	take	VERB
fcis-5204	32	85	the	the	DET
fcis-5204	32	86	top	top	ADJ
fcis-5204	32	87	0.1	0.1	NUM
fcis-5204	32	88	%	%	NOUN
fcis-5204	32	89	brightest	bright	ADJ
fcis-5204	32	90	pixels	pixel	NOUN
fcis-5204	32	91	in	in	ADP
fcis-5204	32	92	the	the	DET
fcis-5204	32	93	dark	dark	ADJ
fcis-5204	32	94	channel	channel	NOUN
fcis-5204	32	95	map	map	NOUN
fcis-5204	32	96	and	and	CCONJ
fcis-5204	32	97	finding	find	VERB
fcis-5204	32	98	the	the	DET
fcis-5204	32	99	highest	high	ADJ
fcis-5204	32	100	brightness	brightness	NOUN
fcis-5204	32	101	point	point	NOUN
fcis-5204	32	102	of	of	ADP
fcis-5204	32	103	these	these	DET
fcis-5204	32	104	pixels	pixel	NOUN
fcis-5204	32	105	in	in	ADP
fcis-5204	32	106	the	the	DET
fcis-5204	32	107	original	original	ADJ
fcis-5204	32	108	foggy	foggy	ADJ
fcis-5204	32	109	sky	sky	NOUN
fcis-5204	32	110	image	image	NOUN
fcis-5204	32	111	value	value	NOUN
fcis-5204	32	112	as	as	ADP
fcis-5204	32	113	the	the	DET
fcis-5204	32	114	atmospheric	atmospheric	ADJ
fcis-5204	32	115	light	light	NOUN
fcis-5204	32	116	value	value	NOUN
fcis-5204	32	117	a.	a.	PROPN
fcis-5204	32	118	�	�	PROPN
fcis-5204	32	119	̃	̃	PROPN
fcis-5204	32	120	�	�	PROPN
fcis-5204	32	121	(𝑥	(𝑥	NOUN
fcis-5204	32	122	)	)	PUNCT
fcis-5204	32	123	=	=	SYM
fcis-5204	32	124	1	1	NUM
fcis-5204	32	125	−	−	NOUN
fcis-5204	32	126	𝜔	𝜔	PRON
fcis-5204	32	127	𝑚𝑖𝑛	𝑚𝑖𝑛	NOUN
fcis-5204	32	128	𝑦∈ω(𝑥	𝑦∈ω(𝑥	NOUN
fcis-5204	32	129	)	)	PUNCT
fcis-5204	32	130	(	(	PUNCT
fcis-5204	32	131	𝑚𝑖𝑛	𝑚𝑖𝑛	NOUN
fcis-5204	32	132	𝑐	𝑐	PROPN
fcis-5204	32	133	𝐼𝑐(𝑦	𝐼𝑐(𝑦	PROPN
fcis-5204	32	134	)	)	PUNCT
fcis-5204	33	1	𝐴𝑐	𝐴𝑐	PROPN
fcis-5204	33	2	)	)	PUNCT
fcis-5204	33	3	(	(	PUNCT
fcis-5204	33	4	4	4	X
fcis-5204	33	5	)	)	PUNCT
fcis-5204	33	6	the	the	DET
fcis-5204	33	7	dehazing	dehaze	VERB
fcis-5204	33	8	image	image	NOUN
fcis-5204	33	9	can	can	AUX
fcis-5204	33	10	be	be	AUX
fcis-5204	33	11	obtained	obtain	VERB
fcis-5204	33	12	based	base	VERB
fcis-5204	33	13	on	on	ADP
fcis-5204	33	14	the	the	DET
fcis-5204	33	15	existing	exist	VERB
fcis-5204	33	16	equation	equation	NOUN
fcis-5204	33	17	(	(	PUNCT
fcis-5204	33	18	1	1	NUM
fcis-5204	33	19	)	)	PUNCT
fcis-5204	33	20	,	,	PUNCT
fcis-5204	33	21	as	as	ADV
fcis-5204	33	22	well	well	ADV
fcis-5204	33	23	as	as	ADP
fcis-5204	33	24	the	the	DET
fcis-5204	33	25	estimated	estimate	VERB
fcis-5204	33	26	transmittance	transmittance	NOUN
fcis-5204	33	27	map	map	NOUN
fcis-5204	33	28	and	and	CCONJ
fcis-5204	33	29	the	the	DET
fcis-5204	33	30	atmospheric	atmospheric	ADJ
fcis-5204	33	31	light	light	NOUN
fcis-5204	33	32	values	value	NOUN
fcis-5204	33	33	.	.	PUNCT
fcis-5204	34	1	j(𝑥	j(𝑥	ADJ
fcis-5204	34	2	)	)	PUNCT
fcis-5204	35	1	=	=	SYM
fcis-5204	35	2	i(𝑥	i(𝑥	PROPN
fcis-5204	35	3	)	)	PUNCT
fcis-5204	35	4	−	−	ADP
fcis-5204	35	5	a	a	DET
fcis-5204	35	6	�	�	PROPN
fcis-5204	35	7	̃	̃	PROPN
fcis-5204	35	8	�	�	NOUN
fcis-5204	35	9	(𝑥	(𝑥	NOUN
fcis-5204	35	10	)	)	PUNCT
fcis-5204	35	11	+	+	CCONJ
fcis-5204	35	12	a	a	DET
fcis-5204	35	13	(	(	PUNCT
fcis-5204	35	14	5	5	NUM
fcis-5204	35	15	)	)	PUNCT
fcis-5204	35	16	although	although	SCONJ
fcis-5204	35	17	the	the	DET
fcis-5204	35	18	overall	overall	ADJ
fcis-5204	35	19	de	de	ADJ
fcis-5204	35	20	-	-	ADJ
fcis-5204	35	21	fogging	fogging	ADJ
fcis-5204	35	22	effect	effect	NOUN
fcis-5204	35	23	of	of	ADP
fcis-5204	35	24	the	the	DET
fcis-5204	35	25	dcp	dcp	NOUN
fcis-5204	35	26	method	method	NOUN
fcis-5204	35	27	is	be	AUX
fcis-5204	35	28	good	good	ADJ
fcis-5204	35	29	,	,	PUNCT
fcis-5204	35	30	it	it	PRON
fcis-5204	35	31	is	be	AUX
fcis-5204	35	32	less	less	ADV
fcis-5204	35	33	satisfactory	satisfactory	ADJ
fcis-5204	35	34	for	for	ADP
fcis-5204	35	35	white	white	ADJ
fcis-5204	35	36	objects	object	NOUN
fcis-5204	35	37	and	and	CCONJ
fcis-5204	35	38	sky	sky	NOUN
fcis-5204	35	39	regions	region	NOUN
fcis-5204	35	40	.	.	PUNCT
fcis-5204	36	1	and	and	CCONJ
fcis-5204	36	2	when	when	SCONJ
fcis-5204	36	3	estimating	estimate	VERB
fcis-5204	36	4	the	the	DET
fcis-5204	36	5	window	window	NOUN
fcis-5204	36	6	transmittance	transmittance	NOUN
fcis-5204	36	7	,	,	PUNCT
fcis-5204	36	8	the	the	DET
fcis-5204	36	9	softmatting	softmatte	VERB
fcis-5204	36	10	algorithm	algorithm	NOUN
fcis-5204	36	11	used	use	VERB
fcis-5204	36	12	at	at	ADP
fcis-5204	36	13	the	the	DET
fcis-5204	36	14	beginning	beginning	NOUN
fcis-5204	36	15	could	could	AUX
fcis-5204	36	16	have	have	AUX
fcis-5204	36	17	been	be	AUX
fcis-5204	36	18	more	more	ADV
fcis-5204	36	19	efficient	efficient	ADJ
fcis-5204	36	20	.	.	PUNCT
fcis-5204	37	1	he	he	PRON
fcis-5204	37	2	et	et	PROPN
fcis-5204	37	3	al	al	PROPN
fcis-5204	37	4	.	.	PROPN
fcis-5204	37	5	subsequently	subsequently	ADV
fcis-5204	37	6	proposed	propose	VERB
fcis-5204	37	7	an	an	DET
fcis-5204	37	8	improvement	improvement	NOUN
fcis-5204	37	9	by	by	ADP
fcis-5204	37	10	proposing	propose	VERB
fcis-5204	37	11	guided	guide	VERB
fcis-5204	37	12	filtering	filtering	NOUN
fcis-5204	37	13	instead	instead	ADV
fcis-5204	37	14	of	of	ADP
fcis-5204	37	15	the	the	DET
fcis-5204	37	16	softmatting	softmatte	VERB
fcis-5204	37	17	algorithm	algorithm	NOUN
fcis-5204	37	18	,	,	PUNCT
fcis-5204	37	19	which	which	PRON
fcis-5204	37	20	improved	improve	VERB
fcis-5204	37	21	the	the	DET
fcis-5204	37	22	estimation	estimation	NOUN
fcis-5204	37	23	of	of	ADP
fcis-5204	37	24	the	the	DET
fcis-5204	37	25	transmittance	transmittance	NOUN
fcis-5204	37	26	map	map	NOUN
fcis-5204	37	27	and	and	CCONJ
fcis-5204	37	28	effectively	effectively	ADV
fcis-5204	37	29	improved	improve	VERB
fcis-5204	37	30	the	the	DET
fcis-5204	37	31	algorithm	algorithm	NOUN
fcis-5204	37	32	's	's	PART
fcis-5204	37	33	efficiency	efficiency	NOUN
fcis-5204	37	34	.	.	PUNCT
fcis-5204	38	1	2.2	2.2	NUM
fcis-5204	38	2	.	.	PUNCT
fcis-5204	38	3	cap	cap	NOUN
fcis-5204	38	4	dehazing	dehazing	NOUN
fcis-5204	38	5	method	method	NOUN
fcis-5204	38	6	in	in	ADP
fcis-5204	38	7	2015	2015	NUM
fcis-5204	38	8	,	,	PUNCT
fcis-5204	38	9	zhu	zhu	PROPN
fcis-5204	38	10	et	et	PROPN
fcis-5204	38	11	al	al	PROPN
fcis-5204	38	12	.	.	PUNCT
fcis-5204	39	1	[	[	X
fcis-5204	39	2	2	2	X
fcis-5204	39	3	]	]	PUNCT
fcis-5204	39	4	proposed	propose	VERB
fcis-5204	39	5	color	color	NOUN
fcis-5204	39	6	attenuation	attenuation	NOUN
fcis-5204	39	7	prior	prior	ADV
fcis-5204	39	8	(	(	PUNCT
fcis-5204	39	9	cap	cap	NOUN
fcis-5204	39	10	)	)	PUNCT
fcis-5204	39	11	by	by	ADP
fcis-5204	39	12	finding	find	VERB
fcis-5204	39	13	that	that	SCONJ
fcis-5204	39	14	as	as	ADP
fcis-5204	39	15	the	the	DET
fcis-5204	39	16	size	size	NOUN
fcis-5204	39	17	of	of	ADP
fcis-5204	39	18	fog	fog	NOUN
fcis-5204	39	19	concentration	concentration	NOUN
fcis-5204	39	20	changes	change	NOUN
fcis-5204	39	21	,	,	PUNCT
fcis-5204	39	22	the	the	DET
fcis-5204	39	23	luminance	luminance	NOUN
fcis-5204	39	24	and	and	CCONJ
fcis-5204	39	25	saturation	saturation	NOUN
fcis-5204	39	26	of	of	ADP
fcis-5204	39	27	foggy	foggy	ADJ
fcis-5204	39	28	sky	sky	NOUN
fcis-5204	39	29	images	image	NOUN
fcis-5204	39	30	also	also	ADV
fcis-5204	39	31	change	change	VERB
fcis-5204	39	32	,	,	PUNCT
fcis-5204	39	33	i.e.	i.e.	X
fcis-5204	39	34	,	,	PUNCT
fcis-5204	39	35	the	the	DET
fcis-5204	39	36	scene	scene	NOUN
fcis-5204	39	37	saturation	saturation	NOUN
fcis-5204	39	38	value	value	NOUN
fcis-5204	39	39	is	be	AUX
fcis-5204	39	40	relatively	relatively	ADV
fcis-5204	39	41	large	large	ADJ
fcis-5204	39	42	in	in	ADP
fcis-5204	39	43	the	the	DET
fcis-5204	39	44	region	region	NOUN
fcis-5204	39	45	without	without	ADP
fcis-5204	39	46	fog	fog	PROPN
fcis-5204	39	47	,	,	PUNCT
fcis-5204	39	48	and	and	CCONJ
fcis-5204	39	49	the	the	DET
fcis-5204	39	50	difference	difference	NOUN
fcis-5204	39	51	between	between	ADP
fcis-5204	39	52	luminance	luminance	NOUN
fcis-5204	39	53	and	and	CCONJ
fcis-5204	39	54	saturation	saturation	NOUN
fcis-5204	39	55	is	be	AUX
fcis-5204	39	56	slight	slight	ADJ
fcis-5204	39	57	;	;	PUNCT
fcis-5204	39	58	the	the	DET
fcis-5204	39	59	difference	difference	NOUN
fcis-5204	39	60	between	between	ADP
fcis-5204	39	61	scene	scene	NOUN
fcis-5204	39	62	luminance	luminance	NOUN
fcis-5204	39	63	and	and	CCONJ
fcis-5204	39	64	saturation	saturation	NOUN
fcis-5204	39	65	is	be	AUX
fcis-5204	39	66	significant	significant	ADJ
fcis-5204	39	67	in	in	ADP
fcis-5204	39	68	the	the	DET
fcis-5204	39	69	region	region	NOUN
fcis-5204	39	70	with	with	ADP
fcis-5204	39	71	thin	thin	PROPN
fcis-5204	39	72	fog	fog	PROPN
fcis-5204	39	73	;	;	PUNCT
fcis-5204	39	74	and	and	CCONJ
fcis-5204	39	75	the	the	DET
fcis-5204	39	76	difference	difference	NOUN
fcis-5204	39	77	between	between	ADP
fcis-5204	39	78	scene	scene	NOUN
fcis-5204	39	79	luminance	luminance	NOUN
fcis-5204	39	80	and	and	CCONJ
fcis-5204	39	81	saturation	saturation	NOUN
fcis-5204	39	82	is	be	AUX
fcis-5204	39	83	most	most	ADV
fcis-5204	39	84	prominent	prominent	ADJ
fcis-5204	39	85	in	in	ADP
fcis-5204	39	86	the	the	DET
fcis-5204	39	87	region	region	NOUN
fcis-5204	39	88	with	with	ADP
fcis-5204	39	89	thick	thick	PROPN
fcis-5204	39	90	fog	fog	PROPN
fcis-5204	39	91	.	.	PUNCT
fcis-5204	40	1	thus	thus	ADV
fcis-5204	40	2	,	,	PUNCT
fcis-5204	40	3	based	base	VERB
fcis-5204	40	4	on	on	ADP
fcis-5204	40	5	this	this	DET
fcis-5204	40	6	characteristic	characteristic	NOUN
fcis-5204	40	7	that	that	SCONJ
fcis-5204	40	8	the	the	DET
fcis-5204	40	9	scene	scene	NOUN
fcis-5204	40	10	depth	depth	NOUN
fcis-5204	40	11	has	have	VERB
fcis-5204	40	12	a	a	DET
fcis-5204	40	13	proportional	proportional	ADJ
fcis-5204	40	14	relationship	relationship	NOUN
fcis-5204	40	15	with	with	ADP
fcis-5204	40	16	the	the	DET
fcis-5204	40	17	difference	difference	NOUN
fcis-5204	40	18	between	between	ADP
fcis-5204	40	19	luminance	luminance	NOUN
fcis-5204	40	20	and	and	CCONJ
fcis-5204	40	21	saturation	saturation	NOUN
fcis-5204	40	22	,	,	PUNCT
fcis-5204	40	23	zhu	zhu	PROPN
fcis-5204	41	1	[	[	X
fcis-5204	41	2	2	2	NUM
fcis-5204	41	3	]	]	PUNCT
fcis-5204	41	4	et	et	PROPN
fcis-5204	41	5	al	al	PROPN
fcis-5204	41	6	.	.	PROPN
fcis-5204	41	7	proposed	propose	VERB
fcis-5204	41	8	to	to	PART
fcis-5204	41	9	use	use	VERB
fcis-5204	41	10	a	a	DET
fcis-5204	41	11	linear	linear	ADJ
fcis-5204	41	12	regression	regression	NOUN
fcis-5204	41	13	model	model	NOUN
fcis-5204	41	14	to	to	PART
fcis-5204	41	15	estimate	estimate	VERB
fcis-5204	41	16	the	the	DET
fcis-5204	41	17	scene	scene	NOUN
fcis-5204	41	18	depth	depth	NOUN
fcis-5204	41	19	𝑑(𝑥	𝑑(𝑥	PROPN
fcis-5204	41	20	)	)	PUNCT
fcis-5204	42	1	，	，	PUNCT
fcis-5204	42	2	as	as	SCONJ
fcis-5204	42	3	shown	show	VERB
fcis-5204	42	4	in	in	ADP
fcis-5204	42	5	equation	equation	NOUN
fcis-5204	42	6	(	(	PUNCT
fcis-5204	42	7	6	6	NUM
fcis-5204	42	8	)	)	PUNCT
fcis-5204	42	9	.	.	PUNCT
fcis-5204	43	1	𝑑(𝑥	𝑑(𝑥	X
fcis-5204	43	2	)	)	PUNCT
fcis-5204	44	1	=	=	PUNCT
fcis-5204	44	2	𝜃0	𝜃0	ADP
fcis-5204	44	3	+	+	CCONJ
fcis-5204	44	4	𝜃1𝑣(𝑥	𝜃1𝑣(𝑥	PROPN
fcis-5204	44	5	)	)	PUNCT
fcis-5204	45	1	+	+	CCONJ
fcis-5204	45	2	𝜃2𝑠(𝑥	𝜃2𝑠(𝑥	NOUN
fcis-5204	45	3	)	)	PUNCT
fcis-5204	46	1	+	+	NUM
fcis-5204	46	2	𝜀(𝑥	𝜀(𝑥	NOUN
fcis-5204	46	3	)	)	PUNCT
fcis-5204	46	4	(	(	PUNCT
fcis-5204	46	5	6	6	NUM
fcis-5204	46	6	)	)	PUNCT
fcis-5204	46	7	where	where	SCONJ
fcis-5204	46	8	𝜃0、𝜃1、𝜃2	𝜃0、𝜃1、𝜃2	NOUN
fcis-5204	46	9	are	be	AUX
fcis-5204	46	10	unknown	unknown	ADJ
fcis-5204	46	11	parameters	parameter	NOUN
fcis-5204	46	12	,	,	PUNCT
fcis-5204	46	13	𝜀(𝑥	𝜀(𝑥	PROPN
fcis-5204	46	14	)	)	PUNCT
fcis-5204	46	15	is	be	AUX
fcis-5204	46	16	the	the	DET
fcis-5204	46	17	error	error	NOUN
fcis-5204	46	18	term	term	NOUN
fcis-5204	46	19	,	,	PUNCT
fcis-5204	46	20	𝑣(𝑥	𝑣(𝑥	PROPN
fcis-5204	46	21	)	)	PUNCT
fcis-5204	46	22	is	be	AUX
fcis-5204	46	23	the	the	DET
fcis-5204	46	24	scene	scene	NOUN
fcis-5204	46	25	brightness	brightness	NOUN
fcis-5204	46	26	,	,	PUNCT
fcis-5204	46	27	and	and	CCONJ
fcis-5204	46	28	𝑠(𝑥	𝑠(𝑥	NUM
fcis-5204	46	29	)	)	PUNCT
fcis-5204	46	30	is	be	AUX
fcis-5204	46	31	the	the	DET
fcis-5204	46	32	scene	scene	NOUN
fcis-5204	46	33	depth	depth	NOUN
fcis-5204	46	34	.	.	PUNCT
fcis-5204	47	1	zhu	zhu	PROPN
fcis-5204	47	2	et	et	PROPN
fcis-5204	48	1	al	al	PROPN
fcis-5204	49	1	[	[	X
fcis-5204	49	2	2	2	NUM
fcis-5204	49	3	]	]	PUNCT
fcis-5204	49	4	obtained	obtain	VERB
fcis-5204	49	5	the	the	DET
fcis-5204	49	6	values	value	NOUN
fcis-5204	49	7	of	of	ADP
fcis-5204	49	8	each	each	DET
fcis-5204	49	9	parameter	parameter	NOUN
fcis-5204	49	10	by	by	ADP
fcis-5204	49	11	supervised	supervised	ADJ
fcis-5204	49	12	learning	learning	NOUN
fcis-5204	49	13	method	method	NOUN
fcis-5204	49	14	for	for	ADP
fcis-5204	49	15	learning	learn	VERB
fcis-5204	49	16	training	training	NOUN
fcis-5204	49	17	.	.	PUNCT
fcis-5204	50	1	in	in	ADP
fcis-5204	50	2	order	order	NOUN
fcis-5204	50	3	to	to	PART
fcis-5204	50	4	prevent	prevent	VERB
fcis-5204	50	5	the	the	DET
fcis-5204	50	6	influence	influence	NOUN
fcis-5204	50	7	of	of	ADP
fcis-5204	50	8	white	white	ADJ
fcis-5204	50	9	objects	object	NOUN
fcis-5204	50	10	,	,	PUNCT
fcis-5204	50	11	a	a	DET
fcis-5204	50	12	minimum	minimum	ADJ
fcis-5204	50	13	operation	operation	NOUN
fcis-5204	50	14	is	be	AUX
fcis-5204	50	15	required	require	VERB
fcis-5204	50	16	,	,	PUNCT
fcis-5204	50	17	so	so	CCONJ
fcis-5204	50	18	the	the	DET
fcis-5204	50	19	estimated	estimate	VERB
fcis-5204	50	20	scene	scene	NOUN
fcis-5204	50	21	depth	depth	NOUN
fcis-5204	50	22	is	be	AUX
fcis-5204	50	23	finally	finally	ADV
fcis-5204	50	24	obtained	obtain	VERB
fcis-5204	50	25	.	.	PUNCT
fcis-5204	51	1	therefore	therefore	ADV
fcis-5204	51	2	,	,	PUNCT
fcis-5204	51	3	the	the	DET
fcis-5204	51	4	deformation	deformation	NOUN
fcis-5204	51	5	according	accord	VERB
fcis-5204	51	6	to	to	ADP
fcis-5204	51	7	equation	equation	NOUN
fcis-5204	51	8	(	(	PUNCT
fcis-5204	51	9	1	1	X
fcis-5204	51	10	)	)	PUNCT
fcis-5204	51	11	can	can	AUX
fcis-5204	51	12	be	be	AUX
fcis-5204	51	13	obtained	obtain	VERB
fcis-5204	51	14	for	for	ADP
fcis-5204	51	15	the	the	DET
fcis-5204	51	16	dehazed	dehaze	VERB
fcis-5204	51	17	image	image	NOUN
fcis-5204	51	18	.	.	PUNCT
fcis-5204	52	1	j(𝑥	j(𝑥	ADJ
fcis-5204	52	2	)	)	PUNCT
fcis-5204	53	1	=	=	SYM
fcis-5204	53	2	i(𝑥	i(𝑥	PROPN
fcis-5204	53	3	)	)	PUNCT
fcis-5204	53	4	−	−	ADP
fcis-5204	53	5	a	a	DET
fcis-5204	53	6	𝑚𝑖𝑛{𝑚𝑎𝑥{𝑒−𝛽𝑑(𝑥	𝑚𝑖𝑛{𝑚𝑎𝑥{𝑒−𝛽𝑑(𝑥	NOUN
fcis-5204	53	7	)	)	PUNCT
fcis-5204	53	8	,	,	PUNCT
fcis-5204	53	9	0.1	0.1	NUM
fcis-5204	53	10	}	}	PUNCT
fcis-5204	53	11	,	,	PUNCT
fcis-5204	53	12	0.9	0.9	NUM
fcis-5204	53	13	}	}	PUNCT
fcis-5204	53	14	+	+	CCONJ
fcis-5204	53	15	a	a	DET
fcis-5204	53	16	(	(	PUNCT
fcis-5204	53	17	𝟕	𝟕	NOUN
fcis-5204	53	18	)	)	PUNCT
fcis-5204	53	19	2.3	2.3	NUM
fcis-5204	53	20	.	.	PUNCT
fcis-5204	54	1	ide	ide	ADJ
fcis-5204	54	2	dehazing	dehazing	NOUN
fcis-5204	54	3	method	method	NOUN
fcis-5204	54	4	in	in	ADP
fcis-5204	54	5	2021	2021	NUM
fcis-5204	54	6	,	,	PUNCT
fcis-5204	54	7	ju	ju	PROPN
fcis-5204	54	8	et	et	PROPN
fcis-5204	54	9	al	al	PROPN
fcis-5204	54	10	.	.	PUNCT
fcis-5204	55	1	[	[	X
fcis-5204	55	2	3	3	X
fcis-5204	55	3	]	]	PUNCT
fcis-5204	55	4	proposed	propose	VERB
fcis-5204	55	5	that	that	SCONJ
fcis-5204	55	6	the	the	DET
fcis-5204	55	7	traditional	traditional	ADJ
fcis-5204	55	8	atmospheric	atmospheric	ADJ
fcis-5204	55	9	scattering	scattering	NOUN
fcis-5204	55	10	model	model	NOUN
fcis-5204	55	11	has	have	VERB
fcis-5204	55	12	inherent	inherent	ADJ
fcis-5204	55	13	limitations	limitation	NOUN
fcis-5204	55	14	:	:	PUNCT
fcis-5204	55	15	since	since	SCONJ
fcis-5204	55	16	the	the	DET
fcis-5204	55	17	texture	texture	NOUN
fcis-5204	55	18	features	feature	NOUN
fcis-5204	55	19	will	will	AUX
fcis-5204	55	20	absorb	absorb	VERB
fcis-5204	55	21	the	the	DET
fcis-5204	55	22	atmospheric	atmospheric	ADJ
fcis-5204	55	23	incident	incident	NOUN
fcis-5204	55	24	light	light	NOUN
fcis-5204	55	25	,	,	PUNCT
fcis-5204	55	26	and	and	CCONJ
fcis-5204	55	27	the	the	DET
fcis-5204	55	28	absorption	absorption	NOUN
fcis-5204	55	29	rate	rate	NOUN
fcis-5204	55	30	of	of	ADP
fcis-5204	55	31	light	light	NOUN
fcis-5204	55	32	varies	vary	VERB
fcis-5204	55	33	continuously	continuously	ADV
fcis-5204	55	34	with	with	ADP
fcis-5204	55	35	the	the	DET
fcis-5204	55	36	density	density	NOUN
fcis-5204	55	37	of	of	ADP
fcis-5204	55	38	texture	texture	NOUN
fcis-5204	55	39	features	feature	NOUN
fcis-5204	55	40	that	that	SCONJ
fcis-5204	55	41	it	it	PRON
fcis-5204	55	42	will	will	AUX
fcis-5204	55	43	have	have	VERB
fcis-5204	55	44	different	different	ADJ
fcis-5204	55	45	lighting	lighting	NOUN
fcis-5204	55	46	effects	effect	NOUN
fcis-5204	55	47	for	for	ADP
fcis-5204	55	48	different	different	ADJ
fcis-5204	55	49	scenes	scene	NOUN
fcis-5204	55	50	,	,	PUNCT
fcis-5204	55	51	and	and	CCONJ
fcis-5204	55	52	the	the	DET
fcis-5204	55	53	traditional	traditional	ADJ
fcis-5204	55	54	atmospheric	atmospheric	ADJ
fcis-5204	55	55	scattering	scattering	NOUN
fcis-5204	55	56	model	model	NOUN
fcis-5204	55	57	does	do	AUX
fcis-5204	55	58	not	not	PART
fcis-5204	55	59	consider	consider	VERB
fcis-5204	55	60	this	this	DET
fcis-5204	55	61	practical	practical	ADJ
fcis-5204	55	62	point	point	NOUN
fcis-5204	55	63	,	,	PUNCT
fcis-5204	55	64	thus	thus	ADV
fcis-5204	55	65	leading	lead	VERB
fcis-5204	55	66	to	to	ADP
fcis-5204	55	67	poor	poor	ADJ
fcis-5204	55	68	dehazing	dehazing	NOUN
fcis-5204	55	69	effects	effect	NOUN
fcis-5204	55	70	.	.	PUNCT
fcis-5204	56	1	ju	ju	NOUN
fcis-5204	56	2	et	et	PROPN
fcis-5204	56	3	al	al	PROPN
fcis-5204	56	4	.	.	PUNCT
fcis-5204	57	1	[	[	X
fcis-5204	57	2	3	3	NUM
fcis-5204	57	3	]	]	PUNCT
fcis-5204	57	4	,	,	PUNCT
fcis-5204	57	5	on	on	ADP
fcis-5204	57	6	the	the	DET
fcis-5204	57	7	atmospheric	atmospheric	ADJ
fcis-5204	57	8	scattering	scattering	NOUN
fcis-5204	57	9	model	model	NOUN
fcis-5204	57	10	,	,	PUNCT
fcis-5204	57	11	introduced	introduce	VERB
fcis-5204	57	12	a	a	DET
fcis-5204	57	13	new	new	ADJ
fcis-5204	57	14	parameter	parameter	NOUN
fcis-5204	57	15	,	,	PUNCT
fcis-5204	57	16	light	light	ADJ
fcis-5204	57	17	absorption	absorption	NOUN
fcis-5204	57	18	coefficient	coefficient	NOUN
fcis-5204	57	19	𝛼(𝑥	𝛼(𝑥	PROPN
fcis-5204	57	20	,	,	PUNCT
fcis-5204	57	21	𝑦	𝑦	NOUN
fcis-5204	57	22	)	)	PUNCT
fcis-5204	57	23	,	,	PUNCT
fcis-5204	57	24	to	to	PART
fcis-5204	57	25	establish	establish	VERB
fcis-5204	57	26	an	an	DET
fcis-5204	57	27	enhanced	enhanced	ADJ
fcis-5204	57	28	atmospheric	atmospheric	ADJ
fcis-5204	57	29	scattering	scattering	NOUN
fcis-5204	57	30	model	model	NOUN
fcis-5204	57	31	(	(	PUNCT
fcis-5204	57	32	easm	easm	PROPN
fcis-5204	57	33	)	)	PUNCT
fcis-5204	57	34	,	,	PUNCT
fcis-5204	57	35	as	as	SCONJ
fcis-5204	57	36	shown	show	VERB
fcis-5204	57	37	in	in	ADP
fcis-5204	57	38	equation	equation	NOUN
fcis-5204	57	39	(	(	PUNCT
fcis-5204	57	40	8)	8)	NUM
fcis-5204	57	41	.	.	PUNCT
fcis-5204	58	1	𝐼(𝑥	𝐼(𝑥	NUM
fcis-5204	58	2	,	,	PUNCT
fcis-5204	58	3	𝑦	𝑦	NOUN
fcis-5204	59	1	)	)	PUNCT
fcis-5204	59	2	=	=	SYM
fcis-5204	59	3	𝐴	𝐴	PROPN
fcis-5204	59	4	∙	∙	PROPN
fcis-5204	59	5	(	(	PUNCT
fcis-5204	59	6	1	1	NUM
fcis-5204	59	7	−	−	PROPN
fcis-5204	59	8	𝛼(𝑥	𝛼(𝑥	PROPN
fcis-5204	59	9	,	,	PUNCT
fcis-5204	59	10	𝑦	𝑦	NOUN
fcis-5204	59	11	)	)	PUNCT
fcis-5204	59	12	)	)	PUNCT
fcis-5204	59	13	∙	∙	PROPN
fcis-5204	59	14	𝜌(𝑥	𝜌(𝑥	PROPN
fcis-5204	59	15	,	,	PUNCT
fcis-5204	59	16	𝑦	𝑦	NOUN
fcis-5204	59	17	)	)	PUNCT
fcis-5204	59	18	∙	∙	PROPN
fcis-5204	59	19	𝑡(𝑥	𝑡(𝑥	PROPN
fcis-5204	59	20	,	,	PUNCT
fcis-5204	59	21	𝑦	𝑦	NOUN
fcis-5204	59	22	)	)	PUNCT
fcis-5204	59	23	+	+	ADP
fcis-5204	59	24	𝐴	𝐴	NOUN
fcis-5204	59	25	∙	∙	PROPN
fcis-5204	59	26	(	(	PUNCT
fcis-5204	59	27	1	1	NUM
fcis-5204	59	28	−	−	PROPN
fcis-5204	59	29	𝑡(𝑥	𝑡(𝑥	PROPN
fcis-5204	59	30	,	,	PUNCT
fcis-5204	59	31	𝑦	𝑦	NOUN
fcis-5204	59	32	)	)	PUNCT
fcis-5204	59	33	)	)	PUNCT
fcis-5204	59	34	(	(	PUNCT
fcis-5204	59	35	8)	8)	NUM
fcis-5204	59	36	where	where	SCONJ
fcis-5204	59	37	the	the	DET
fcis-5204	59	38	dim	dim	ADJ
fcis-5204	59	39	effect	effect	NOUN
fcis-5204	59	40	and	and	CCONJ
fcis-5204	59	41	light	light	ADJ
fcis-5204	59	42	absorption	absorption	NOUN
fcis-5204	59	43	intensity	intensity	NOUN
fcis-5204	59	44	are	be	AUX
fcis-5204	59	45	enhanced	enhance	VERB
fcis-5204	59	46	as	as	ADP
fcis-5204	59	47	the	the	DET
fcis-5204	59	48	light	light	ADJ
fcis-5204	59	49	absorption	absorption	NOUN
fcis-5204	59	50	coefficient	coefficient	NOUN
fcis-5204	59	51	𝛼(𝑥	𝛼(𝑥	PROPN
fcis-5204	59	52	,	,	PUNCT
fcis-5204	59	53	𝑦	𝑦	NOUN
fcis-5204	59	54	)	)	PUNCT
fcis-5204	59	55	becomes	become	VERB
fcis-5204	59	56	larger	large	ADJ
fcis-5204	59	57	when	when	SCONJ
fcis-5204	59	58	the	the	DET
fcis-5204	59	59	scene	scene	NOUN
fcis-5204	59	60	depth	depth	NOUN
fcis-5204	59	61	𝑑(𝑥	𝑑(𝑥	PROPN
fcis-5204	59	62	)	)	PUNCT
fcis-5204	59	63	decreases	decrease	VERB
fcis-5204	59	64	,	,	PUNCT
fcis-5204	59	65	so	so	CCONJ
fcis-5204	59	66	the	the	DET
fcis-5204	59	67	light	light	ADJ
fcis-5204	59	68	absorption	absorption	NOUN
fcis-5204	59	69	coefficient	coefficient	NOUN
fcis-5204	59	70	𝛼(𝑥	𝛼(𝑥	PROPN
fcis-5204	59	71	,	,	PUNCT
fcis-5204	59	72	𝑦	𝑦	NOUN
fcis-5204	59	73	)	)	PUNCT
fcis-5204	59	74	is	be	AUX
fcis-5204	59	75	defined	define	VERB
fcis-5204	59	76	as	as	ADP
fcis-5204	59	77	𝛼(𝑥	𝛼(𝑥	PROPN
fcis-5204	59	78	,	,	PUNCT
fcis-5204	59	79	𝑦	𝑦	NOUN
fcis-5204	59	80	)	)	PUNCT
fcis-5204	59	81	=	=	SYM
fcis-5204	60	1	1	1	NUM
fcis-5204	60	2	−	−	PROPN
fcis-5204	60	3	𝑑(𝑥	𝑑(𝑥	PROPN
fcis-5204	60	4	,	,	PUNCT
fcis-5204	60	5	𝑦	𝑦	NOUN
fcis-5204	60	6	)	)	PUNCT
fcis-5204	60	7	𝑚𝑎𝑥(𝑑	𝑚𝑎𝑥(𝑑	NUM
fcis-5204	60	8	)	)	PUNCT
fcis-5204	60	9	(	(	PUNCT
fcis-5204	60	10	9	9	NUM
fcis-5204	60	11	)	)	PUNCT
fcis-5204	60	12	therefore	therefore	ADV
fcis-5204	60	13	,	,	PUNCT
fcis-5204	60	14	bringing	bring	VERB
fcis-5204	60	15	equation	equation	NOUN
fcis-5204	60	16	(	(	PUNCT
fcis-5204	60	17	2	2	NUM
fcis-5204	60	18	)	)	PUNCT
fcis-5204	60	19	and	and	CCONJ
fcis-5204	60	20	equation	equation	NOUN
fcis-5204	60	21	(	(	PUNCT
fcis-5204	60	22	9	9	NUM
fcis-5204	60	23	)	)	PUNCT
fcis-5204	60	24	into	into	ADP
fcis-5204	60	25	equation	equation	NOUN
fcis-5204	60	26	(	(	PUNCT
fcis-5204	60	27	8)	8)	NUM
fcis-5204	60	28	yields	yield	NOUN
fcis-5204	60	29	that	that	PRON
fcis-5204	60	30	𝐼(𝑥	𝐼(𝑥	PROPN
fcis-5204	60	31	,	,	PUNCT
fcis-5204	60	32	𝑦	𝑦	NOUN
fcis-5204	60	33	)	)	PUNCT
fcis-5204	60	34	=	=	SYM
fcis-5204	60	35	𝐴	𝐴	PROPN
fcis-5204	60	36	∙	∙	PROPN
fcis-5204	60	37	𝑙𝑛(𝑡(𝑥	𝑙𝑛(𝑡(𝑥	PROPN
fcis-5204	60	38	,	,	PUNCT
fcis-5204	60	39	𝑦	𝑦	NOUN
fcis-5204	60	40	)	)	PUNCT
fcis-5204	60	41	)	)	PUNCT
fcis-5204	61	1	𝑙𝑛(𝑡𝑚𝑖𝑛	𝑙𝑛(𝑡𝑚𝑖𝑛	NUM
fcis-5204	61	2	)	)	PUNCT
fcis-5204	61	3	∙	∙	PROPN
fcis-5204	61	4	𝜌(𝑥	𝜌(𝑥	PROPN
fcis-5204	61	5	,	,	PUNCT
fcis-5204	61	6	𝑦	𝑦	NOUN
fcis-5204	61	7	)	)	PUNCT
fcis-5204	61	8	∙	∙	PROPN
fcis-5204	61	9	𝑡(𝑥	𝑡(𝑥	PROPN
fcis-5204	61	10	,	,	PUNCT
fcis-5204	61	11	𝑦	𝑦	NOUN
fcis-5204	61	12	)	)	PUNCT
fcis-5204	61	13	+	+	ADP
fcis-5204	61	14	𝐴	𝐴	NOUN
fcis-5204	61	15	∙	∙	PROPN
fcis-5204	61	16	(	(	PUNCT
fcis-5204	61	17	1	1	NUM
fcis-5204	61	18	−	−	PROPN
fcis-5204	61	19	𝑡(𝑥	𝑡(𝑥	PROPN
fcis-5204	61	20	,	,	PUNCT
fcis-5204	61	21	𝑦	𝑦	NOUN
fcis-5204	61	22	)	)	PUNCT
fcis-5204	61	23	)	)	PUNCT
fcis-5204	61	24	(	(	PUNCT
fcis-5204	61	25	10	10	X
fcis-5204	61	26	)	)	PUNCT
fcis-5204	61	27	ju	ju	NOUN
fcis-5204	61	28	et	et	PROPN
fcis-5204	61	29	al	al	PROPN
fcis-5204	61	30	.	.	PUNCT
fcis-5204	62	1	[	[	X
fcis-5204	62	2	3	3	X
fcis-5204	62	3	]	]	PUNCT
fcis-5204	62	4	proposed	propose	VERB
fcis-5204	62	5	the	the	DET
fcis-5204	62	6	ide	ide	NOUN
fcis-5204	62	7	image	image	NOUN
fcis-5204	62	8	-	-	PUNCT
fcis-5204	62	9	dehazing	dehaze	VERB
fcis-5204	62	10	method	method	NOUN
fcis-5204	62	11	based	base	VERB
fcis-5204	62	12	on	on	ADP
fcis-5204	62	13	the	the	DET
fcis-5204	62	14	gray	gray	ADJ
fcis-5204	62	15	world	world	NOUN
fcis-5204	62	16	assumption	assumption	NOUN
fcis-5204	62	17	(	(	PUNCT
fcis-5204	62	18	gwa	gwa	NOUN
fcis-5204	62	19	)	)	PUNCT
fcis-5204	62	20	and	and	CCONJ
fcis-5204	62	21	the	the	DET
fcis-5204	62	22	improved	improved	ADJ
fcis-5204	62	23	atmospheric	atmospheric	ADJ
fcis-5204	62	24	scattering	scattering	NOUN
fcis-5204	62	25	model	model	NOUN
fcis-5204	62	26	,	,	PUNCT
fcis-5204	62	27	which	which	PRON
fcis-5204	62	28	efficiently	efficiently	ADV
fcis-5204	62	29	implements	implement	VERB
fcis-5204	62	30	image	image	NOUN
fcis-5204	62	31	-	-	PUNCT
fcis-5204	62	32	dehazing	dehazing	NOUN
fcis-5204	62	33	by	by	ADP
fcis-5204	62	34	estimating	estimate	VERB
fcis-5204	62	35	the	the	DET
fcis-5204	62	36	values	value	NOUN
fcis-5204	62	37	of	of	ADP
fcis-5204	62	38	each	each	DET
fcis-5204	62	39	parameter	parameter	NOUN
fcis-5204	62	40	term	term	NOUN
fcis-5204	62	41	through	through	ADP
fcis-5204	62	42	a	a	DET
fcis-5204	62	43	priori	priori	ADJ
fcis-5204	62	44	constraints	constraint	NOUN
fcis-5204	62	45	and	and	CCONJ
fcis-5204	62	46	formula	formula	NOUN
fcis-5204	62	47	derivation	derivation	NOUN
fcis-5204	62	48	with	with	ADP
fcis-5204	62	49	good	good	ADJ
fcis-5204	62	50	robustness	robustness	NOUN
fcis-5204	62	51	on	on	ADP
fcis-5204	62	52	foggy	foggy	ADJ
fcis-5204	62	53	sky	sky	NOUN
fcis-5204	62	54	images	image	NOUN
fcis-5204	62	55	of	of	ADP
fcis-5204	62	56	different	different	ADJ
fcis-5204	62	57	resolutions	resolution	NOUN
fcis-5204	62	58	and	and	CCONJ
fcis-5204	62	59	better	well	ADJ
fcis-5204	62	60	color	color	NOUN
fcis-5204	62	61	recovery	recovery	NOUN
fcis-5204	62	62	for	for	ADP
fcis-5204	62	63	dim	dim	ADJ
fcis-5204	62	64	,	,	PUNCT
fcis-5204	62	65	foggy	foggy	ADJ
fcis-5204	62	66	sky	sky	NOUN
fcis-5204	62	67	images	image	NOUN
fcis-5204	62	68	.	.	PUNCT
fcis-5204	63	1	the	the	DET
fcis-5204	63	2	ide	ide	NOUN
fcis-5204	63	3	dehazing	dehazing	NOUN
fcis-5204	63	4	method	method	NOUN
fcis-5204	63	5	takes	take	VERB
fcis-5204	63	6	into	into	ADP
fcis-5204	63	7	account	account	NOUN
fcis-5204	63	8	the	the	DET
fcis-5204	63	9	traditional	traditional	ADJ
fcis-5204	63	10	atmospheric	atmospheric	ADJ
fcis-5204	63	11	scattering	scattering	NOUN
fcis-5204	63	12	.	.	PUNCT
fcis-5204	64	1	the	the	DET
fcis-5204	64	2	ide	ide	NOUN
fcis-5204	64	3	dehazing	dehazing	NOUN
fcis-5204	64	4	method	method	NOUN
fcis-5204	64	5	considers	consider	VERB
fcis-5204	64	6	the	the	DET
fcis-5204	64	7	limitations	limitation	NOUN
fcis-5204	64	8	of	of	ADP
fcis-5204	64	9	the	the	DET
fcis-5204	64	10	traditional	traditional	ADJ
fcis-5204	64	11	atmospheric	atmospheric	ADJ
fcis-5204	64	12	scattering	scattering	NOUN
fcis-5204	64	13	model	model	NOUN
fcis-5204	64	14	and	and	CCONJ
fcis-5204	64	15	proposes	propose	VERB
fcis-5204	64	16	an	an	DET
fcis-5204	64	17	enhanced	enhanced	ADJ
fcis-5204	64	18	model	model	NOUN
fcis-5204	64	19	worthy	worthy	ADJ
fcis-5204	64	20	of	of	ADP
fcis-5204	64	21	further	further	ADJ
fcis-5204	64	22	research	research	NOUN
fcis-5204	64	23	and	and	CCONJ
fcis-5204	64	24	application	application	NOUN
fcis-5204	64	25	.	.	PUNCT
fcis-5204	65	1	3	3	X
fcis-5204	65	2	.	.	X
fcis-5204	65	3	traditional	traditional	ADJ
fcis-5204	65	4	image	image	NOUN
fcis-5204	65	5	dehazing	dehazing	NOUN
fcis-5204	65	6	method	method	NOUN
fcis-5204	65	7	based	base	VERB
fcis-5204	65	8	on	on	ADP
fcis-5204	65	9	image	image	NOUN
fcis-5204	65	10	enhancement	enhancement	NOUN
fcis-5204	65	11	image	image	NOUN
fcis-5204	65	12	enhancement	enhancement	NOUN
fcis-5204	65	13	-	-	PUNCT
fcis-5204	65	14	based	base	VERB
fcis-5204	65	15	dehazing	dehazing	NOUN
fcis-5204	65	16	methods	method	NOUN
fcis-5204	65	17	do	do	AUX
fcis-5204	65	18	not	not	PART
fcis-5204	65	19	consider	consider	VERB
fcis-5204	65	20	the	the	DET
fcis-5204	65	21	formation	formation	NOUN
fcis-5204	65	22	mechanism	mechanism	NOUN
fcis-5204	65	23	of	of	ADP
fcis-5204	65	24	fog	fog	PROPN
fcis-5204	65	25	,	,	PUNCT
fcis-5204	65	26	and	and	CCONJ
fcis-5204	65	27	improve	improve	VERB
fcis-5204	65	28	the	the	DET
fcis-5204	65	29	visual	visual	ADJ
fcis-5204	65	30	effect	effect	NOUN
fcis-5204	65	31	of	of	ADP
fcis-5204	65	32	the	the	DET
fcis-5204	65	33	image	image	NOUN
fcis-5204	65	34	by	by	ADP
fcis-5204	65	35	increasing	increase	VERB
fcis-5204	65	36	the	the	DET
fcis-5204	65	37	image	image	NOUN
fcis-5204	65	38	contrast	contrast	NOUN
fcis-5204	65	39	and	and	CCONJ
fcis-5204	65	40	saturation	saturation	NOUN
fcis-5204	65	41	,	,	PUNCT
fcis-5204	65	42	but	but	CCONJ
fcis-5204	65	43	will	will	AUX
fcis-5204	65	44	cause	cause	VERB
fcis-5204	65	45	a	a	DET
fcis-5204	65	46	certain	certain	ADJ
fcis-5204	65	47	loss	loss	NOUN
fcis-5204	65	48	of	of	ADP
fcis-5204	65	49	detail	detail	NOUN
fcis-5204	65	50	information	information	NOUN
fcis-5204	65	51	of	of	ADP
fcis-5204	65	52	the	the	DET
fcis-5204	65	53	image	image	NOUN
fcis-5204	65	54	.	.	PUNCT
fcis-5204	66	1	at	at	ADP
fcis-5204	66	2	present	present	ADJ
fcis-5204	66	3	,	,	PUNCT
fcis-5204	66	4	the	the	DET
fcis-5204	66	5	more	more	ADV
fcis-5204	66	6	common	common	ADJ
fcis-5204	66	7	methods	method	NOUN
fcis-5204	66	8	are	be	AUX
fcis-5204	66	9	histogram	histogram	NOUN
fcis-5204	66	10	equalization	equalization	NOUN
fcis-5204	66	11	-	-	PUNCT
fcis-5204	66	12	based	base	VERB
fcis-5204	66	13	dehazing	dehazing	NOUN
fcis-5204	66	14	,	,	PUNCT
fcis-5204	66	15	retinex	retinex	ADJ
fcis-5204	66	16	image	image	NOUN
fcis-5204	66	17	enhancement	enhancement	NOUN
fcis-5204	66	18	dehazing	dehazing	NOUN
fcis-5204	66	19	and	and	CCONJ
fcis-5204	66	20	image	image	NOUN
fcis-5204	66	21	fusion	fusion	NOUN
fcis-5204	66	22	technology	technology	NOUN
fcis-5204	66	23	-	-	PUNCT
fcis-5204	66	24	based	base	VERB
fcis-5204	66	25	dehazing	dehazing	NOUN
fcis-5204	66	26	,	,	PUNCT
fcis-5204	66	27	among	among	ADP
fcis-5204	66	28	which	which	PRON
fcis-5204	66	29	the	the	DET
fcis-5204	66	30	histogram	histogram	NOUN
fcis-5204	66	31	equalization	equalization	NOUN
fcis-5204	66	32	method	method	NOUN
fcis-5204	66	33	can	can	AUX
fcis-5204	66	34	better	well	ADV
fcis-5204	66	35	improve	improve	VERB
fcis-5204	66	36	the	the	DET
fcis-5204	66	37	image	image	NOUN
fcis-5204	66	38	contrast	contrast	NOUN
fcis-5204	66	39	and	and	CCONJ
fcis-5204	66	40	achieve	achieve	VERB
fcis-5204	66	41	good	good	ADJ
fcis-5204	66	42	visual	visual	ADJ
fcis-5204	66	43	effects	effect	NOUN
fcis-5204	66	44	,	,	PUNCT
fcis-5204	66	45	retinex	retinex	ADJ
fcis-5204	66	46	image	image	NOUN
fcis-5204	66	47	enhancement	enhancement	NOUN
fcis-5204	66	48	method	method	NOUN
fcis-5204	66	49	is	be	AUX
fcis-5204	66	50	more	more	ADV
fcis-5204	66	51	effective	effective	ADJ
fcis-5204	66	52	for	for	ADP
fcis-5204	66	53	low	low	ADJ
fcis-5204	66	54	-	-	PUNCT
fcis-5204	66	55	light	light	ADJ
fcis-5204	66	56	foggy	foggy	ADJ
fcis-5204	66	57	day	day	NOUN
fcis-5204	66	58	images	image	NOUN
fcis-5204	66	59	,	,	PUNCT
fcis-5204	66	60	image	image	NOUN
fcis-5204	66	61	fusion	fusion	NOUN
fcis-5204	66	62	technology	technology	NOUN
fcis-5204	66	63	applied	apply	VERB
fcis-5204	66	64	to	to	ADP
fcis-5204	66	65	image	image	NOUN
fcis-5204	66	66	dehazing	dehazing	NOUN
fcis-5204	66	67	can	can	AUX
fcis-5204	66	68	the	the	DET
fcis-5204	66	69	image	image	NOUN
fcis-5204	66	70	fusion	fusion	NOUN
fcis-5204	66	71	technique	technique	NOUN
fcis-5204	66	72	applied	apply	VERB
fcis-5204	66	73	to	to	ADP
fcis-5204	66	74	image	image	NOUN
fcis-5204	66	75	dehazing	dehazing	NOUN
fcis-5204	66	76	can	can	AUX
fcis-5204	66	77	remove	remove	VERB
fcis-5204	66	78	the	the	DET
fcis-5204	66	79	slight	slight	ADJ
fcis-5204	66	80	fog	fog	NOUN
fcis-5204	66	81	while	while	SCONJ
fcis-5204	66	82	retaining	retain	VERB
fcis-5204	66	83	the	the	DET
fcis-5204	66	84	detail	detail	NOUN
fcis-5204	66	85	information	information	NOUN
fcis-5204	66	86	of	of	ADP
fcis-5204	66	87	the	the	DET
fcis-5204	66	88	image	image	NOUN
fcis-5204	66	89	.	.	PUNCT
fcis-5204	67	1	3.1	3.1	NUM
fcis-5204	67	2	.	.	PUNCT
fcis-5204	67	3	histogram	histogram	NOUN
fcis-5204	67	4	equalization	equalization	NOUN
fcis-5204	67	5	dehazing	dehazing	NOUN
fcis-5204	67	6	histogram	histogram	NOUN
fcis-5204	67	7	equalization	equalization	NOUN
fcis-5204	67	8	is	be	AUX
fcis-5204	67	9	global	global	ADJ
fcis-5204	67	10	histogram	histogram	NOUN
fcis-5204	67	11	equalization	equalization	NOUN
fcis-5204	67	12	.	.	PUNCT
fcis-5204	68	1	global	global	ADJ
fcis-5204	68	2	histogram	histogram	PROPN
fcis-5204	68	3	equalization	equalization	NOUN
fcis-5204	68	4	is	be	AUX
fcis-5204	68	5	a	a	DET
fcis-5204	68	6	process	process	NOUN
fcis-5204	68	7	that	that	PRON
fcis-5204	68	8	changes	change	VERB
fcis-5204	68	9	the	the	DET
fcis-5204	68	10	grayscale	grayscale	NOUN
fcis-5204	68	11	histogram	histogram	NOUN
fcis-5204	68	12	of	of	ADP
fcis-5204	68	13	the	the	DET
fcis-5204	68	14	original	original	ADJ
fcis-5204	68	15	image	image	NOUN
fcis-5204	68	16	from	from	ADP
fcis-5204	68	17	a	a	DET
fcis-5204	68	18	relatively	relatively	ADV
fcis-5204	68	19	concentrated	concentrated	ADJ
fcis-5204	68	20	portion	portion	NOUN
fcis-5204	68	21	of	of	ADP
fcis-5204	68	22	grayscale	grayscale	NOUN
fcis-5204	68	23	to	to	ADP
fcis-5204	68	24	a	a	DET
fcis-5204	68	25	uniform	uniform	ADJ
fcis-5204	68	26	distribution	distribution	NOUN
fcis-5204	68	27	of	of	ADP
fcis-5204	68	28	grayscale	grayscale	NOUN
fcis-5204	68	29	throughout	throughout	ADV
fcis-5204	68	30	,	,	PUNCT
fcis-5204	68	31	as	as	SCONJ
fcis-5204	68	32	shown	show	VERB
fcis-5204	68	33	in	in	ADP
fcis-5204	68	34	figure	figure	NOUN
fcis-5204	68	35	1	1	NUM
fcis-5204	68	36	.	.	PUNCT
fcis-5204	69	1	global	global	ADJ
fcis-5204	69	2	histogram	histogram	PROPN
fcis-5204	69	3	equalization	equalization	NOUN
fcis-5204	69	4	redistributes	redistribute	VERB
fcis-5204	69	5	the	the	DET
fcis-5204	69	6	pixel	pixel	PROPN
fcis-5204	69	7	values	value	NOUN
fcis-5204	69	8	of	of	ADP
fcis-5204	69	9	an	an	DET
fcis-5204	69	10	image	image	NOUN
fcis-5204	69	11	by	by	ADP
fcis-5204	69	12	nonlinearly	nonlinearly	ADV
fcis-5204	69	13	stretching	stretch	VERB
fcis-5204	69	14	the	the	DET
fcis-5204	69	15	image	image	NOUN
fcis-5204	69	16	so	so	SCONJ
fcis-5204	69	17	that	that	SCONJ
fcis-5204	69	18	the	the	DET
fcis-5204	69	19	number	number	NOUN
fcis-5204	69	20	of	of	ADP
fcis-5204	69	21	pixels	pixel	NOUN
fcis-5204	69	22	in	in	ADP
fcis-5204	69	23	a	a	DET
fcis-5204	69	24	given	give	VERB
fcis-5204	69	25	grayscale	grayscale	NOUN
fcis-5204	69	26	is	be	AUX
fcis-5204	69	27	approximately	approximately	ADV
fcis-5204	69	28	equal	equal	ADJ
fcis-5204	69	29	.	.	PUNCT
fcis-5204	70	1	24	24	NUM
fcis-5204	70	2	figure	figure	NOUN
fcis-5204	70	3	1	1	NUM
fcis-5204	70	4	.	.	PUNCT
fcis-5204	70	5	global	global	ADJ
fcis-5204	70	6	histogram	histogram	PROPN
fcis-5204	70	7	equalization	equalization	NOUN
fcis-5204	70	8	process	process	NOUN
fcis-5204	70	9	usually	usually	ADV
fcis-5204	70	10	,	,	PUNCT
fcis-5204	70	11	foggy	foggy	ADJ
fcis-5204	70	12	images	image	NOUN
fcis-5204	70	13	are	be	AUX
fcis-5204	70	14	whiter	white	ADJ
fcis-5204	70	15	than	than	ADP
fcis-5204	70	16	clear	clear	ADJ
fcis-5204	70	17	images	image	NOUN
fcis-5204	70	18	,	,	PUNCT
fcis-5204	70	19	with	with	ADP
fcis-5204	70	20	lower	low	ADJ
fcis-5204	70	21	contrast	contrast	NOUN
fcis-5204	70	22	and	and	CCONJ
fcis-5204	70	23	more	more	ADV
fcis-5204	70	24	concentrated	concentrated	ADJ
fcis-5204	70	25	luminance	luminance	NOUN
fcis-5204	70	26	values	value	NOUN
fcis-5204	70	27	,	,	PUNCT
fcis-5204	70	28	expressed	express	VERB
fcis-5204	70	29	in	in	ADP
fcis-5204	70	30	the	the	DET
fcis-5204	70	31	form	form	NOUN
fcis-5204	70	32	of	of	ADP
fcis-5204	70	33	single	single	ADJ
fcis-5204	70	34	or	or	CCONJ
fcis-5204	70	35	multiple	multiple	ADJ
fcis-5204	70	36	peaks	peak	NOUN
fcis-5204	70	37	in	in	ADP
fcis-5204	70	38	the	the	DET
fcis-5204	70	39	histogram	histogram	NOUN
fcis-5204	70	40	and	and	CCONJ
fcis-5204	70	41	concentrated	concentrated	ADJ
fcis-5204	70	42	gray	gray	ADJ
fcis-5204	70	43	areas	area	NOUN
fcis-5204	70	44	in	in	ADP
fcis-5204	70	45	the	the	DET
fcis-5204	70	46	grayscale	grayscale	NOUN
fcis-5204	70	47	histogram	histogram	NOUN
fcis-5204	70	48	.	.	PUNCT
fcis-5204	71	1	after	after	ADP
fcis-5204	71	2	equalization	equalization	NOUN
fcis-5204	71	3	,	,	PUNCT
fcis-5204	71	4	the	the	DET
fcis-5204	71	5	grayscale	grayscale	NOUN
fcis-5204	71	6	range	range	NOUN
fcis-5204	71	7	of	of	ADP
fcis-5204	71	8	the	the	DET
fcis-5204	71	9	foggy	foggy	ADJ
fcis-5204	71	10	image	image	NOUN
fcis-5204	71	11	is	be	AUX
fcis-5204	71	12	expanded	expand	VERB
fcis-5204	71	13	so	so	SCONJ
fcis-5204	71	14	that	that	SCONJ
fcis-5204	71	15	the	the	DET
fcis-5204	71	16	brightness	brightness	NOUN
fcis-5204	71	17	of	of	ADP
fcis-5204	71	18	each	each	DET
fcis-5204	71	19	pixel	pixel	NOUN
fcis-5204	71	20	is	be	AUX
fcis-5204	71	21	more	more	ADV
fcis-5204	71	22	evenly	evenly	ADV
fcis-5204	71	23	distributed	distribute	VERB
fcis-5204	71	24	in	in	ADP
fcis-5204	71	25	the	the	DET
fcis-5204	71	26	grayscale	grayscale	NOUN
fcis-5204	71	27	level	level	NOUN
fcis-5204	71	28	,	,	PUNCT
fcis-5204	71	29	and	and	CCONJ
fcis-5204	71	30	the	the	DET
fcis-5204	71	31	contrast	contrast	NOUN
fcis-5204	71	32	and	and	CCONJ
fcis-5204	71	33	clarity	clarity	NOUN
fcis-5204	71	34	of	of	ADP
fcis-5204	71	35	the	the	DET
fcis-5204	71	36	image	image	NOUN
fcis-5204	71	37	are	be	AUX
fcis-5204	71	38	enhanced	enhance	VERB
fcis-5204	71	39	after	after	ADP
fcis-5204	71	40	global	global	ADJ
fcis-5204	71	41	histogram	histogram	PROPN
fcis-5204	71	42	equalization	equalization	NOUN
fcis-5204	71	43	,	,	PUNCT
fcis-5204	71	44	which	which	PRON
fcis-5204	71	45	can	can	AUX
fcis-5204	71	46	achieve	achieve	VERB
fcis-5204	71	47	a	a	DET
fcis-5204	71	48	certain	certain	ADJ
fcis-5204	71	49	dehazing	dehazing	NOUN
fcis-5204	71	50	effect	effect	NOUN
fcis-5204	71	51	.	.	PUNCT
fcis-5204	72	1	the	the	DET
fcis-5204	72	2	global	global	ADJ
fcis-5204	72	3	histogram	histogram	PROPN
fcis-5204	72	4	equalization	equalization	NOUN
fcis-5204	72	5	algorithm	algorithm	NOUN
fcis-5204	72	6	usually	usually	ADV
fcis-5204	72	7	directly	directly	ADV
fcis-5204	72	8	processes	process	VERB
fcis-5204	72	9	the	the	DET
fcis-5204	72	10	overall	overall	ADJ
fcis-5204	72	11	foggy	foggy	ADJ
fcis-5204	72	12	image	image	NOUN
fcis-5204	72	13	,	,	PUNCT
fcis-5204	72	14	which	which	PRON
fcis-5204	72	15	is	be	AUX
fcis-5204	72	16	suitable	suitable	ADJ
fcis-5204	72	17	for	for	ADP
fcis-5204	72	18	the	the	DET
fcis-5204	72	19	overall	overall	ADJ
fcis-5204	72	20	brighter	bright	ADJ
fcis-5204	72	21	or	or	CCONJ
fcis-5204	72	22	darker	dark	ADJ
fcis-5204	72	23	image	image	NOUN
fcis-5204	72	24	and	and	CCONJ
fcis-5204	72	25	can	can	AUX
fcis-5204	72	26	effectively	effectively	ADV
fcis-5204	72	27	improve	improve	VERB
fcis-5204	72	28	the	the	DET
fcis-5204	72	29	image	image	NOUN
fcis-5204	72	30	's	's	PART
fcis-5204	72	31	contrast	contrast	NOUN
fcis-5204	72	32	.	.	PUNCT
fcis-5204	73	1	still	still	ADV
fcis-5204	73	2	,	,	PUNCT
fcis-5204	73	3	in	in	ADP
fcis-5204	73	4	most	most	ADJ
fcis-5204	73	5	cases	case	NOUN
fcis-5204	73	6	,	,	PUNCT
fcis-5204	73	7	the	the	DET
fcis-5204	73	8	global	global	ADJ
fcis-5204	73	9	operation	operation	NOUN
fcis-5204	73	10	tends	tend	VERB
fcis-5204	73	11	to	to	PART
fcis-5204	73	12	ignore	ignore	VERB
fcis-5204	73	13	local	local	ADJ
fcis-5204	73	14	enhancement	enhancement	NOUN
fcis-5204	73	15	,	,	PUNCT
fcis-5204	73	16	resulting	result	VERB
fcis-5204	73	17	in	in	ADP
fcis-5204	73	18	the	the	DET
fcis-5204	73	19	loss	loss	NOUN
fcis-5204	73	20	of	of	ADP
fcis-5204	73	21	local	local	ADJ
fcis-5204	73	22	information	information	NOUN
fcis-5204	73	23	and	and	CCONJ
fcis-5204	73	24	noticeable	noticeable	ADJ
fcis-5204	73	25	visual	visual	ADJ
fcis-5204	73	26	differences	difference	NOUN
fcis-5204	73	27	in	in	ADP
fcis-5204	73	28	local	local	ADJ
fcis-5204	73	29	areas	area	NOUN
fcis-5204	73	30	.	.	PUNCT
fcis-5204	74	1	the	the	DET
fcis-5204	74	2	actual	actual	ADJ
fcis-5204	74	3	effect	effect	NOUN
fcis-5204	74	4	could	could	AUX
fcis-5204	74	5	be	be	AUX
fcis-5204	74	6	better	well	ADJ
fcis-5204	74	7	.	.	PUNCT
fcis-5204	75	1	to	to	PART
fcis-5204	75	2	solve	solve	VERB
fcis-5204	75	3	this	this	DET
fcis-5204	75	4	problem	problem	NOUN
fcis-5204	75	5	,	,	PUNCT
fcis-5204	75	6	kim	kim	PROPN
fcis-5204	75	7	et	et	PROPN
fcis-5204	75	8	al	al	PROPN
fcis-5204	75	9	.	.	PUNCT
fcis-5204	76	1	[	[	X
fcis-5204	76	2	4	4	X
fcis-5204	76	3	]	]	PUNCT
fcis-5204	76	4	proposed	propose	VERB
fcis-5204	76	5	a	a	DET
fcis-5204	76	6	histogram	histogram	NOUN
fcis-5204	76	7	equalization	equalization	NOUN
fcis-5204	76	8	algorithm	algorithm	NOUN
fcis-5204	76	9	for	for	ADP
fcis-5204	76	10	localization	localization	NOUN
fcis-5204	76	11	,	,	PUNCT
fcis-5204	76	12	dividing	divide	VERB
fcis-5204	76	13	the	the	DET
fcis-5204	76	14	image	image	NOUN
fcis-5204	76	15	into	into	ADP
fcis-5204	76	16	partially	partially	ADV
fcis-5204	76	17	or	or	CCONJ
fcis-5204	76	18	non	non	ADJ
fcis-5204	76	19	-	-	ADJ
fcis-5204	76	20	overlapping	overlapping	ADJ
fcis-5204	76	21	local	local	ADJ
fcis-5204	76	22	blocks	block	NOUN
fcis-5204	76	23	and	and	CCONJ
fcis-5204	76	24	then	then	ADV
fcis-5204	76	25	performing	perform	VERB
fcis-5204	76	26	histogram	histogram	NOUN
fcis-5204	76	27	equalization	equalization	NOUN
fcis-5204	76	28	separately	separately	ADV
fcis-5204	76	29	to	to	PART
fcis-5204	76	30	enhance	enhance	VERB
fcis-5204	76	31	local	local	ADJ
fcis-5204	76	32	details	detail	NOUN
fcis-5204	76	33	.	.	PUNCT
fcis-5204	77	1	3.2	3.2	NUM
fcis-5204	77	2	.	.	PUNCT
fcis-5204	78	1	retinex	retinex	ADJ
fcis-5204	78	2	image	image	NOUN
fcis-5204	78	3	enhancement	enhancement	NOUN
fcis-5204	78	4	dehazing	dehaze	VERB
fcis-5204	78	5	retinex	retinex	ADJ
fcis-5204	78	6	theory	theory	NOUN
fcis-5204	78	7	suggests	suggest	VERB
fcis-5204	78	8	that	that	SCONJ
fcis-5204	78	9	the	the	DET
fcis-5204	78	10	color	color	NOUN
fcis-5204	78	11	and	and	CCONJ
fcis-5204	78	12	brightness	brightness	NOUN
fcis-5204	78	13	of	of	ADP
fcis-5204	78	14	a	a	DET
fcis-5204	78	15	point	point	NOUN
fcis-5204	78	16	that	that	SCONJ
fcis-5204	78	17	a	a	DET
fcis-5204	78	18	person	person	NOUN
fcis-5204	78	19	can	can	AUX
fcis-5204	78	20	perceive	perceive	VERB
fcis-5204	78	21	is	be	AUX
fcis-5204	78	22	not	not	PART
fcis-5204	78	23	determined	determine	VERB
fcis-5204	78	24	by	by	ADP
fcis-5204	78	25	the	the	DET
fcis-5204	78	26	absolute	absolute	ADJ
fcis-5204	78	27	light	light	NOUN
fcis-5204	78	28	entering	enter	VERB
fcis-5204	78	29	the	the	DET
fcis-5204	78	30	human	human	ADJ
fcis-5204	78	31	eye	eye	NOUN
fcis-5204	78	32	at	at	ADP
fcis-5204	78	33	that	that	DET
fcis-5204	78	34	point	point	NOUN
fcis-5204	78	35	alone	alone	ADV
fcis-5204	78	36	but	but	CCONJ
fcis-5204	78	37	is	be	AUX
fcis-5204	78	38	also	also	ADV
fcis-5204	78	39	influenced	influence	VERB
fcis-5204	78	40	by	by	ADP
fcis-5204	78	41	the	the	DET
fcis-5204	78	42	color	color	NOUN
fcis-5204	78	43	and	and	CCONJ
fcis-5204	78	44	brightness	brightness	NOUN
fcis-5204	78	45	of	of	ADP
fcis-5204	78	46	its	its	PRON
fcis-5204	78	47	surroundings	surrounding	NOUN
fcis-5204	78	48	.	.	PUNCT
fcis-5204	79	1	in	in	ADP
fcis-5204	79	2	other	other	ADJ
fcis-5204	79	3	words	word	NOUN
fcis-5204	79	4	,	,	PUNCT
fcis-5204	79	5	the	the	DET
fcis-5204	79	6	image	image	NOUN
fcis-5204	79	7	that	that	PRON
fcis-5204	79	8	people	people	NOUN
fcis-5204	79	9	can	can	AUX
fcis-5204	79	10	see	see	VERB
fcis-5204	79	11	is	be	AUX
fcis-5204	79	12	the	the	DET
fcis-5204	79	13	result	result	NOUN
fcis-5204	79	14	of	of	ADP
fcis-5204	79	15	the	the	DET
fcis-5204	79	16	combined	combine	VERB
fcis-5204	79	17	effect	effect	NOUN
fcis-5204	79	18	of	of	ADP
fcis-5204	79	19	the	the	DET
fcis-5204	79	20	reflected	reflect	VERB
fcis-5204	79	21	component	component	NOUN
fcis-5204	79	22	of	of	ADP
fcis-5204	79	23	the	the	DET
fcis-5204	79	24	object	object	NOUN
fcis-5204	79	25	and	and	CCONJ
fcis-5204	79	26	the	the	DET
fcis-5204	79	27	irradiated	irradiate	VERB
fcis-5204	79	28	component	component	NOUN
fcis-5204	79	29	of	of	ADP
fcis-5204	79	30	the	the	DET
fcis-5204	79	31	light	light	NOUN
fcis-5204	79	32	.	.	PUNCT
fcis-5204	80	1	therefore	therefore	ADV
fcis-5204	80	2	,	,	PUNCT
fcis-5204	80	3	dehazing	dehazing	NOUN
fcis-5204	80	4	can	can	AUX
fcis-5204	80	5	be	be	AUX
fcis-5204	80	6	achieved	achieve	VERB
fcis-5204	80	7	by	by	ADP
fcis-5204	80	8	separating	separate	VERB
fcis-5204	80	9	the	the	DET
fcis-5204	80	10	irradiated	irradiate	VERB
fcis-5204	80	11	component	component	NOUN
fcis-5204	80	12	and	and	CCONJ
fcis-5204	80	13	the	the	DET
fcis-5204	80	14	reflected	reflect	VERB
fcis-5204	80	15	component	component	NOUN
fcis-5204	80	16	in	in	ADP
fcis-5204	80	17	the	the	DET
fcis-5204	80	18	foggy	foggy	ADJ
fcis-5204	80	19	image	image	NOUN
fcis-5204	80	20	and	and	CCONJ
fcis-5204	80	21	suppressing	suppress	VERB
fcis-5204	80	22	the	the	DET
fcis-5204	80	23	effect	effect	NOUN
fcis-5204	80	24	of	of	ADP
fcis-5204	80	25	the	the	DET
fcis-5204	80	26	irradiated	irradiated	ADJ
fcis-5204	80	27	component	component	NOUN
fcis-5204	80	28	.	.	PUNCT
fcis-5204	81	1	using	use	VERB
fcis-5204	81	2	the	the	DET
fcis-5204	81	3	single	single	ADJ
fcis-5204	81	4	-	-	PUNCT
fcis-5204	81	5	scale	scale	NOUN
fcis-5204	81	6	retinex	retinex	ADJ
fcis-5204	81	7	enhancement	enhancement	NOUN
fcis-5204	81	8	method	method	NOUN
fcis-5204	81	9	alone	alone	ADV
fcis-5204	81	10	to	to	PART
fcis-5204	81	11	enhance	enhance	VERB
fcis-5204	81	12	foggy	foggy	ADJ
fcis-5204	81	13	sky	sky	NOUN
fcis-5204	81	14	images	image	NOUN
fcis-5204	81	15	has	have	VERB
fcis-5204	81	16	limited	limit	VERB
fcis-5204	81	17	effect	effect	NOUN
fcis-5204	81	18	,	,	PUNCT
fcis-5204	81	19	and	and	CCONJ
fcis-5204	81	20	the	the	DET
fcis-5204	81	21	results	result	NOUN
fcis-5204	81	22	of	of	ADP
fcis-5204	81	23	dehazing	dehazing	NOUN
fcis-5204	81	24	are	be	AUX
fcis-5204	81	25	sensitive	sensitive	ADJ
fcis-5204	81	26	to	to	ADP
fcis-5204	81	27	the	the	DET
fcis-5204	81	28	scale	scale	NOUN
fcis-5204	81	29	selection	selection	NOUN
fcis-5204	81	30	of	of	ADP
fcis-5204	81	31	the	the	DET
fcis-5204	81	32	surrounding	surround	VERB
fcis-5204	81	33	function	function	NOUN
fcis-5204	81	34	.	.	PUNCT
fcis-5204	82	1	to	to	PART
fcis-5204	82	2	avoid	avoid	VERB
fcis-5204	82	3	the	the	DET
fcis-5204	82	4	drawbacks	drawback	NOUN
fcis-5204	82	5	of	of	ADP
fcis-5204	82	6	the	the	DET
fcis-5204	82	7	singlescale	singlescale	ADJ
fcis-5204	82	8	retinex	retinex	ADJ
fcis-5204	82	9	method	method	NOUN
fcis-5204	82	10	,	,	PUNCT
fcis-5204	82	11	xue	xue	PROPN
fcis-5204	82	12	et	et	PROPN
fcis-5204	82	13	al	al	PROPN
fcis-5204	82	14	.	.	PUNCT
fcis-5204	83	1	[	[	X
fcis-5204	83	2	5	5	NUM
fcis-5204	83	3	]	]	PUNCT
fcis-5204	83	4	proposed	propose	VERB
fcis-5204	83	5	a	a	DET
fcis-5204	83	6	multi	multi	ADJ
fcis-5204	83	7	-	-	ADJ
fcis-5204	83	8	scale	scale	ADJ
fcis-5204	83	9	retinex	retinex	ADJ
fcis-5204	83	10	method	method	NOUN
fcis-5204	83	11	to	to	PART
fcis-5204	83	12	enhance	enhance	VERB
fcis-5204	83	13	the	the	DET
fcis-5204	83	14	visibility	visibility	NOUN
fcis-5204	83	15	of	of	ADP
fcis-5204	83	16	the	the	DET
fcis-5204	83	17	image	image	NOUN
fcis-5204	83	18	.	.	PUNCT
fcis-5204	84	1	compared	compare	VERB
fcis-5204	84	2	with	with	ADP
fcis-5204	84	3	the	the	DET
fcis-5204	84	4	traditional	traditional	ADJ
fcis-5204	84	5	retinex	retinex	ADJ
fcis-5204	84	6	enhancement	enhancement	NOUN
fcis-5204	84	7	method	method	NOUN
fcis-5204	84	8	,	,	PUNCT
fcis-5204	84	9	this	this	DET
fcis-5204	84	10	method	method	NOUN
fcis-5204	84	11	has	have	VERB
fcis-5204	84	12	better	well	ADJ
fcis-5204	84	13	results	result	NOUN
fcis-5204	84	14	in	in	ADP
fcis-5204	84	15	image	image	NOUN
fcis-5204	84	16	enhancement	enhancement	NOUN
fcis-5204	84	17	detail	detail	NOUN
fcis-5204	84	18	processing	processing	NOUN
fcis-5204	84	19	,	,	PUNCT
fcis-5204	84	20	color	color	NOUN
fcis-5204	84	21	fidelity	fidelity	NOUN
fcis-5204	84	22	,	,	PUNCT
fcis-5204	84	23	and	and	CCONJ
fcis-5204	84	24	image	image	NOUN
fcis-5204	84	25	distortion	distortion	NOUN
fcis-5204	84	26	.	.	PUNCT
fcis-5204	85	1	however	however	ADV
fcis-5204	85	2	,	,	PUNCT
fcis-5204	85	3	the	the	DET
fcis-5204	85	4	method	method	NOUN
fcis-5204	85	5	has	have	VERB
fcis-5204	85	6	limitations	limitation	NOUN
fcis-5204	85	7	regarding	regard	VERB
fcis-5204	85	8	causing	cause	VERB
fcis-5204	85	9	halos	halo	NOUN
fcis-5204	85	10	in	in	ADP
fcis-5204	85	11	the	the	DET
fcis-5204	85	12	dehazed	dehaze	VERB
fcis-5204	85	13	images	image	NOUN
fcis-5204	85	14	.	.	PUNCT
fcis-5204	86	1	the	the	DET
fcis-5204	86	2	method	method	NOUN
fcis-5204	86	3	also	also	ADV
fcis-5204	86	4	requires	require	VERB
fcis-5204	86	5	artificial	artificial	ADJ
fcis-5204	86	6	selection	selection	NOUN
fcis-5204	86	7	of	of	ADP
fcis-5204	86	8	the	the	DET
fcis-5204	86	9	surround	surround	NOUN
fcis-5204	86	10	function	function	NOUN
fcis-5204	86	11	and	and	CCONJ
fcis-5204	86	12	its	its	PRON
fcis-5204	86	13	corresponding	corresponding	ADJ
fcis-5204	86	14	size	size	NOUN
fcis-5204	86	15	.	.	PUNCT
fcis-5204	87	1	galdran	galdran	PROPN
fcis-5204	87	2	et	et	PROPN
fcis-5204	87	3	al	al	PROPN
fcis-5204	87	4	.	.	PUNCT
fcis-5204	88	1	[	[	X
fcis-5204	88	2	6	6	NUM
fcis-5204	88	3	]	]	PUNCT
fcis-5204	88	4	provided	provide	VERB
fcis-5204	88	5	a	a	DET
fcis-5204	88	6	mathematical	mathematical	ADJ
fcis-5204	88	7	proof	proof	NOUN
fcis-5204	88	8	of	of	ADP
fcis-5204	88	9	the	the	DET
fcis-5204	88	10	dual	dual	ADJ
fcis-5204	88	11	relationship	relationship	NOUN
fcis-5204	88	12	between	between	ADP
fcis-5204	88	13	image	image	NOUN
fcis-5204	88	14	dehazing	dehazing	NOUN
fcis-5204	88	15	and	and	CCONJ
fcis-5204	88	16	retinex	retinex	ADJ
fcis-5204	88	17	theory	theory	NOUN
fcis-5204	88	18	,	,	PUNCT
fcis-5204	88	19	which	which	PRON
fcis-5204	88	20	theoretically	theoretically	ADV
fcis-5204	88	21	connects	connect	VERB
fcis-5204	88	22	image	image	NOUN
fcis-5204	88	23	dehazing	dehazing	NOUN
fcis-5204	88	24	and	and	CCONJ
fcis-5204	88	25	retinex	retinex	ADJ
fcis-5204	88	26	enhancement	enhancement	NOUN
fcis-5204	88	27	through	through	ADP
fcis-5204	88	28	a	a	DET
fcis-5204	88	29	linear	linear	ADJ
fcis-5204	88	30	relationship	relationship	NOUN
fcis-5204	88	31	,	,	PUNCT
fcis-5204	88	32	i.e.	i.e.	X
fcis-5204	88	33	,	,	PUNCT
fcis-5204	88	34	after	after	ADP
fcis-5204	88	35	pixel	pixel	PROPN
fcis-5204	88	36	intensity	intensity	NOUN
fcis-5204	88	37	,	,	PUNCT
fcis-5204	88	38	retinex	retinex	ADJ
fcis-5204	88	39	enhancement	enhancement	NOUN
fcis-5204	88	40	is	be	AUX
fcis-5204	88	41	used	use	VERB
fcis-5204	88	42	after	after	ADP
fcis-5204	88	43	inversion	inversion	NOUN
fcis-5204	88	44	,	,	PUNCT
fcis-5204	88	45	and	and	CCONJ
fcis-5204	88	46	then	then	ADV
fcis-5204	88	47	intensity	intensity	NOUN
fcis-5204	88	48	inversion	inversion	NOUN
fcis-5204	88	49	.	.	PUNCT
fcis-5204	89	1	this	this	DET
fcis-5204	89	2	method	method	NOUN
fcis-5204	89	3	can	can	AUX
fcis-5204	89	4	be	be	AUX
fcis-5204	89	5	replaced	replace	VERB
fcis-5204	89	6	using	use	VERB
fcis-5204	89	7	different	different	ADJ
fcis-5204	89	8	retinex	retinex	ADJ
fcis-5204	89	9	enhancement	enhancement	NOUN
fcis-5204	89	10	algorithms	algorithm	NOUN
fcis-5204	89	11	,	,	PUNCT
fcis-5204	89	12	and	and	CCONJ
fcis-5204	89	13	advanced	advanced	ADJ
fcis-5204	89	14	dehazing	dehazing	NOUN
fcis-5204	89	15	methods	method	NOUN
fcis-5204	89	16	can	can	AUX
fcis-5204	89	17	be	be	AUX
fcis-5204	89	18	tried	try	VERB
fcis-5204	89	19	instead	instead	ADV
fcis-5204	89	20	.	.	PUNCT
fcis-5204	90	1	3.3	3.3	NUM
fcis-5204	90	2	.	.	PUNCT
fcis-5204	91	1	application	application	NOUN
fcis-5204	91	2	of	of	ADP
fcis-5204	91	3	image	image	NOUN
fcis-5204	91	4	fusion	fusion	NOUN
fcis-5204	91	5	technique	technique	NOUN
fcis-5204	91	6	to	to	ADP
fcis-5204	91	7	image	image	NOUN
fcis-5204	91	8	dehazing	dehaze	VERB
fcis-5204	91	9	image	image	NOUN
fcis-5204	91	10	fusion	fusion	NOUN
fcis-5204	91	11	uses	use	VERB
fcis-5204	91	12	image	image	NOUN
fcis-5204	91	13	processing	processing	NOUN
fcis-5204	91	14	methods	method	NOUN
fcis-5204	91	15	to	to	PART
fcis-5204	91	16	fuse	fuse	VERB
fcis-5204	91	17	multiple	multiple	ADJ
fcis-5204	91	18	images	image	NOUN
fcis-5204	91	19	to	to	PART
fcis-5204	91	20	reconstruct	reconstruct	VERB
fcis-5204	91	21	an	an	DET
fcis-5204	91	22	image	image	NOUN
fcis-5204	91	23	with	with	ADP
fcis-5204	91	24	better	well	ADJ
fcis-5204	91	25	visual	visual	ADJ
fcis-5204	91	26	performance	performance	NOUN
fcis-5204	91	27	and	and	CCONJ
fcis-5204	91	28	complete	complete	ADJ
fcis-5204	91	29	preservation	preservation	NOUN
fcis-5204	91	30	of	of	ADP
fcis-5204	91	31	detailed	detailed	ADJ
fcis-5204	91	32	information	information	NOUN
fcis-5204	91	33	.	.	PUNCT
fcis-5204	92	1	therefore	therefore	ADV
fcis-5204	92	2	,	,	PUNCT
fcis-5204	92	3	after	after	ADP
fcis-5204	92	4	fully	fully	ADV
fcis-5204	92	5	exploiting	exploit	VERB
fcis-5204	92	6	the	the	DET
fcis-5204	92	7	information	information	NOUN
fcis-5204	92	8	of	of	ADP
fcis-5204	92	9	the	the	DET
fcis-5204	92	10	original	original	ADJ
fcis-5204	92	11	image	image	NOUN
fcis-5204	92	12	and	and	CCONJ
fcis-5204	92	13	obtaining	obtain	VERB
fcis-5204	92	14	multiple	multiple	ADJ
fcis-5204	92	15	exposure	exposure	NOUN
fcis-5204	92	16	images	image	NOUN
fcis-5204	92	17	through	through	ADP
fcis-5204	92	18	the	the	DET
fcis-5204	92	19	original	original	ADJ
fcis-5204	92	20	fog	fog	NOUN
fcis-5204	92	21	map	map	NOUN
fcis-5204	92	22	,	,	PUNCT
fcis-5204	92	23	image	image	NOUN
fcis-5204	92	24	fusion	fusion	NOUN
fcis-5204	92	25	techniques	technique	NOUN
fcis-5204	92	26	can	can	AUX
fcis-5204	92	27	achieve	achieve	VERB
fcis-5204	92	28	specific	specific	ADJ
fcis-5204	92	29	dehazing	dehazing	NOUN
fcis-5204	92	30	effects	effect	NOUN
fcis-5204	92	31	.	.	PUNCT
fcis-5204	93	1	galdran	galdran	PROPN
fcis-5204	93	2	et	et	PROPN
fcis-5204	93	3	al	al	PROPN
fcis-5204	93	4	.	.	PUNCT
fcis-5204	94	1	[	[	X
fcis-5204	94	2	7	7	NUM
fcis-5204	94	3	]	]	PUNCT
fcis-5204	94	4	first	first	ADV
fcis-5204	94	5	introduced	introduce	VERB
fcis-5204	94	6	multiple	multiple	ADJ
fcis-5204	94	7	exposure	exposure	NOUN
fcis-5204	94	8	fusion	fusion	NOUN
fcis-5204	94	9	based	base	VERB
fcis-5204	94	10	on	on	ADP
fcis-5204	94	11	the	the	DET
fcis-5204	94	12	laplace	laplace	NOUN
fcis-5204	94	13	pyramid	pyramid	NOUN
fcis-5204	94	14	to	to	PART
fcis-5204	94	15	image	image	VERB
fcis-5204	94	16	dehazing	dehazing	NOUN
fcis-5204	94	17	.	.	PUNCT
fcis-5204	95	1	still	still	ADV
fcis-5204	95	2	,	,	PUNCT
fcis-5204	95	3	the	the	DET
fcis-5204	95	4	laplace	laplace	NOUN
fcis-5204	95	5	pyramid	pyramid	NOUN
fcis-5204	95	6	fusion	fusion	NOUN
fcis-5204	95	7	technique	technique	NOUN
fcis-5204	95	8	is	be	AUX
fcis-5204	95	9	a	a	DET
fcis-5204	95	10	basic	basic	ADJ
fcis-5204	95	11	image	image	NOUN
fcis-5204	95	12	fusion	fusion	NOUN
fcis-5204	95	13	technique	technique	NOUN
fcis-5204	95	14	with	with	ADP
fcis-5204	95	15	a	a	DET
fcis-5204	95	16	limited	limited	ADJ
fcis-5204	95	17	fusion	fusion	NOUN
fcis-5204	95	18	effect	effect	NOUN
fcis-5204	95	19	and	and	CCONJ
fcis-5204	95	20	easy	easy	ADJ
fcis-5204	95	21	to	to	PART
fcis-5204	95	22	causes	cause	VERB
fcis-5204	95	23	the	the	DET
fcis-5204	95	24	loss	loss	NOUN
fcis-5204	95	25	of	of	ADP
fcis-5204	95	26	boundary	boundary	ADJ
fcis-5204	95	27	information	information	NOUN
fcis-5204	95	28	.	.	PUNCT
fcis-5204	96	1	zheng	zheng	PROPN
fcis-5204	96	2	et	et	PROPN
fcis-5204	96	3	al	al	PROPN
fcis-5204	96	4	.	.	PUNCT
fcis-5204	97	1	[	[	X
fcis-5204	97	2	8	8	NUM
fcis-5204	97	3	]	]	PUNCT
fcis-5204	97	4	proposed	propose	VERB
fcis-5204	97	5	to	to	PART
fcis-5204	97	6	obtain	obtain	VERB
fcis-5204	97	7	the	the	DET
fcis-5204	97	8	entropy	entropy	NOUN
fcis-5204	97	9	value	value	NOUN
fcis-5204	97	10	of	of	ADP
fcis-5204	97	11	image	image	NOUN
fcis-5204	97	12	texture	texture	NOUN
fcis-5204	97	13	using	use	VERB
fcis-5204	97	14	the	the	DET
fcis-5204	97	15	grayscale	grayscale	NOUN
fcis-5204	97	16	difference	difference	NOUN
fcis-5204	97	17	method	method	NOUN
fcis-5204	97	18	after	after	ADP
fcis-5204	97	19	obtaining	obtain	VERB
fcis-5204	97	20	multiple	multiple	ADJ
fcis-5204	97	21	exposure	exposure	NOUN
fcis-5204	97	22	images	image	NOUN
fcis-5204	97	23	using	use	VERB
fcis-5204	97	24	gamma	gamma	NOUN
fcis-5204	97	25	correction	correction	NOUN
fcis-5204	97	26	.	.	PUNCT
fcis-5204	98	1	the	the	DET
fcis-5204	98	2	decomposition	decomposition	NOUN
fcis-5204	98	3	of	of	ADP
fcis-5204	98	4	the	the	DET
fcis-5204	98	5	image	image	NOUN
fcis-5204	98	6	block	block	NOUN
fcis-5204	98	7	into	into	ADP
fcis-5204	98	8	three	three	NUM
fcis-5204	98	9	independent	independent	ADJ
fcis-5204	98	10	components	component	NOUN
fcis-5204	98	11	is	be	AUX
fcis-5204	98	12	performed	perform	VERB
fcis-5204	98	13	to	to	PART
fcis-5204	98	14	decompose	decompose	VERB
fcis-5204	98	15	the	the	DET
fcis-5204	98	16	image	image	NOUN
fcis-5204	98	17	block	block	NOUN
fcis-5204	98	18	into	into	ADP
fcis-5204	98	19	three	three	NUM
fcis-5204	98	20	independent	independent	ADJ
fcis-5204	98	21	components	component	NOUN
fcis-5204	98	22	,	,	PUNCT
fcis-5204	98	23	then	then	ADV
fcis-5204	98	24	processed	process	VERB
fcis-5204	98	25	separately	separately	ADV
fcis-5204	98	26	and	and	CCONJ
fcis-5204	98	27	fused	fuse	VERB
fcis-5204	98	28	to	to	PART
fcis-5204	98	29	obtain	obtain	VERB
fcis-5204	98	30	the	the	DET
fcis-5204	98	31	final	final	ADJ
fcis-5204	98	32	result	result	NOUN
fcis-5204	98	33	.	.	PUNCT
fcis-5204	99	1	liu	liu	PROPN
fcis-5204	99	2	et	et	PROPN
fcis-5204	99	3	al	al	PROPN
fcis-5204	99	4	.	.	PUNCT
fcis-5204	100	1	[	[	X
fcis-5204	100	2	9	9	NUM
fcis-5204	100	3	]	]	PUNCT
fcis-5204	100	4	proposed	propose	VERB
fcis-5204	100	5	a	a	DET
fcis-5204	100	6	joint	joint	ADJ
fcis-5204	100	7	contrast	contrast	NOUN
fcis-5204	100	8	enhancement	enhancement	NOUN
fcis-5204	100	9	and	and	CCONJ
fcis-5204	100	10	exposure	exposure	NOUN
fcis-5204	100	11	fusion	fusion	NOUN
fcis-5204	100	12	framework	framework	NOUN
fcis-5204	100	13	that	that	PRON
fcis-5204	100	14	treats	treat	VERB
fcis-5204	100	15	image	image	NOUN
fcis-5204	100	16	dehazing	dehazing	NOUN
fcis-5204	100	17	as	as	ADP
fcis-5204	100	18	a	a	DET
fcis-5204	100	19	local	local	ADJ
fcis-5204	100	20	visibility	visibility	NOUN
fcis-5204	100	21	and	and	CCONJ
fcis-5204	100	22	global	global	ADJ
fcis-5204	100	23	contrast	contrast	NOUN
fcis-5204	100	24	enhancement	enhancement	NOUN
fcis-5204	100	25	problem	problem	NOUN
fcis-5204	100	26	and	and	CCONJ
fcis-5204	100	27	then	then	ADV
fcis-5204	100	28	processed	process	VERB
fcis-5204	100	29	separately	separately	ADV
fcis-5204	100	30	on	on	ADP
fcis-5204	100	31	three	three	NUM
fcis-5204	100	32	independent	independent	ADJ
fcis-5204	100	33	components	component	NOUN
fcis-5204	100	34	.	.	PUNCT
fcis-5204	101	1	liu	liu	PROPN
fcis-5204	101	2	et	et	PROPN
fcis-5204	101	3	al	al	PROPN
fcis-5204	101	4	.	.	PUNCT
fcis-5204	102	1	[	[	X
fcis-5204	102	2	10	10	NUM
fcis-5204	102	3	]	]	PUNCT
fcis-5204	102	4	used	use	VERB
fcis-5204	102	5	the	the	DET
fcis-5204	102	6	gamma	gamma	NOUN
fcis-5204	102	7	transform	transform	NOUN
fcis-5204	102	8	and	and	CCONJ
fcis-5204	102	9	saturation	saturation	NOUN
fcis-5204	102	10	adjustment	adjustment	NOUN
fcis-5204	102	11	to	to	PART
fcis-5204	102	12	produce	produce	VERB
fcis-5204	102	13	a	a	DET
fcis-5204	102	14	series	series	NOUN
fcis-5204	102	15	of	of	ADP
fcis-5204	102	16	exposure	exposure	NOUN
fcis-5204	102	17	images	image	NOUN
fcis-5204	102	18	,	,	PUNCT
fcis-5204	102	19	image	image	NOUN
fcis-5204	102	20	layer	layer	NOUN
fcis-5204	102	21	decomposition	decomposition	NOUN
fcis-5204	102	22	by	by	ADP
fcis-5204	102	23	bootstrap	bootstrap	NOUN
fcis-5204	102	24	filtering	filtering	NOUN
fcis-5204	102	25	,	,	PUNCT
fcis-5204	102	26	and	and	CCONJ
fcis-5204	102	27	then	then	ADV
fcis-5204	102	28	the	the	DET
fcis-5204	102	29	construction	construction	NOUN
fcis-5204	102	30	of	of	ADP
fcis-5204	102	31	fusion	fusion	NOUN
fcis-5204	102	32	weights	weight	NOUN
fcis-5204	102	33	and	and	CCONJ
fcis-5204	102	34	extraction	extraction	NOUN
fcis-5204	102	35	of	of	ADP
fcis-5204	102	36	exposure	exposure	NOUN
fcis-5204	102	37	features	feature	NOUN
fcis-5204	102	38	,	,	PUNCT
fcis-5204	102	39	respectively	respectively	ADV
fcis-5204	102	40	,	,	PUNCT
fcis-5204	102	41	and	and	CCONJ
fcis-5204	102	42	finally	finally	ADV
fcis-5204	102	43	,	,	PUNCT
fcis-5204	102	44	the	the	DET
fcis-5204	102	45	two	two	NUM
fcis-5204	102	46	layers	layer	NOUN
fcis-5204	102	47	of	of	ADP
fcis-5204	102	48	information	information	NOUN
fcis-5204	102	49	are	be	AUX
fcis-5204	102	50	fused	fuse	VERB
fcis-5204	102	51	to	to	PART
fcis-5204	102	52	obtain	obtain	VERB
fcis-5204	102	53	a	a	DET
fcis-5204	102	54	dehazed	dehaze	VERB
fcis-5204	102	55	image	image	NOUN
fcis-5204	102	56	.	.	PUNCT
fcis-5204	103	1	the	the	DET
fcis-5204	103	2	dehazing	dehazing	NOUN
fcis-5204	103	3	method	method	NOUN
fcis-5204	103	4	based	base	VERB
fcis-5204	103	5	on	on	ADP
fcis-5204	103	6	the	the	DET
fcis-5204	103	7	image	image	NOUN
fcis-5204	103	8	fusion	fusion	NOUN
fcis-5204	103	9	technique	technique	NOUN
fcis-5204	103	10	focuses	focus	VERB
fcis-5204	103	11	on	on	ADP
fcis-5204	103	12	the	the	DET
fcis-5204	103	13	preservation	preservation	NOUN
fcis-5204	103	14	of	of	ADP
fcis-5204	103	15	local	local	ADJ
fcis-5204	103	16	details	detail	NOUN
fcis-5204	103	17	and	and	CCONJ
fcis-5204	103	18	contrast	contrast	VERB
fcis-5204	103	19	improvement	improvement	NOUN
fcis-5204	103	20	of	of	ADP
fcis-5204	103	21	the	the	DET
fcis-5204	103	22	image	image	NOUN
fcis-5204	103	23	,	,	PUNCT
fcis-5204	103	24	which	which	PRON
fcis-5204	103	25	can	can	AUX
fcis-5204	103	26	effectively	effectively	ADV
fcis-5204	103	27	improve	improve	VERB
fcis-5204	103	28	the	the	DET
fcis-5204	103	29	performance	performance	NOUN
fcis-5204	103	30	and	and	CCONJ
fcis-5204	103	31	robustness	robustness	NOUN
fcis-5204	103	32	of	of	ADP
fcis-5204	103	33	image	image	NOUN
fcis-5204	103	34	dehazing	dehazing	NOUN
fcis-5204	103	35	.	.	PUNCT
fcis-5204	104	1	however	however	ADV
fcis-5204	104	2	,	,	PUNCT
fcis-5204	104	3	the	the	DET
fcis-5204	104	4	fusion	fusion	NOUN
fcis-5204	104	5	-	-	PUNCT
fcis-5204	104	6	based	base	VERB
fcis-5204	104	7	dehazing	dehazing	NOUN
fcis-5204	104	8	method	method	NOUN
fcis-5204	104	9	is	be	AUX
fcis-5204	104	10	prone	prone	ADJ
fcis-5204	104	11	to	to	ADP
fcis-5204	104	12	the	the	DET
fcis-5204	104	13	problem	problem	NOUN
fcis-5204	104	14	of	of	ADP
fcis-5204	104	15	excessive	excessive	ADJ
fcis-5204	104	16	contrast	contrast	NOUN
fcis-5204	104	17	amplification	amplification	NOUN
fcis-5204	104	18	and	and	CCONJ
fcis-5204	104	19	color	color	NOUN
fcis-5204	104	20	distortion	distortion	NOUN
fcis-5204	104	21	in	in	ADP
fcis-5204	104	22	local	local	ADJ
fcis-5204	104	23	areas	area	NOUN
fcis-5204	104	24	.	.	PUNCT
fcis-5204	105	1	4	4	X
fcis-5204	105	2	.	.	X
fcis-5204	105	3	dataset	dataset	NOUN
fcis-5204	105	4	and	and	CCONJ
fcis-5204	105	5	evaluation	evaluation	NOUN
fcis-5204	105	6	index	index	NOUN
fcis-5204	105	7	in	in	ADP
fcis-5204	105	8	conventional	conventional	ADJ
fcis-5204	105	9	dehazing	dehazing	NOUN
fcis-5204	105	10	,	,	PUNCT
fcis-5204	105	11	the	the	DET
fcis-5204	105	12	data	data	NOUN
fcis-5204	105	13	sources	source	NOUN
fcis-5204	105	14	relied	rely	VERB
fcis-5204	105	15	on	on	ADP
fcis-5204	105	16	are	be	AUX
fcis-5204	105	17	extensive	extensive	ADJ
fcis-5204	105	18	.	.	PUNCT
fcis-5204	106	1	almost	almost	ADV
fcis-5204	106	2	all	all	PRON
fcis-5204	106	3	foggy	foggy	ADJ
fcis-5204	106	4	sky	sky	NOUN
fcis-5204	106	5	images	image	NOUN
fcis-5204	106	6	under	under	ADP
fcis-5204	106	7	real	real	ADJ
fcis-5204	106	8	-	-	PUNCT
fcis-5204	106	9	world	world	NOUN
fcis-5204	106	10	conditions	condition	NOUN
fcis-5204	106	11	can	can	AUX
fcis-5204	106	12	be	be	AUX
fcis-5204	106	13	directly	directly	ADV
fcis-5204	106	14	used	use	VERB
fcis-5204	106	15	as	as	ADP
fcis-5204	106	16	image	image	NOUN
fcis-5204	106	17	-	-	PUNCT
fcis-5204	106	18	dehazing	dehaze	VERB
fcis-5204	106	19	processing	processing	NOUN
fcis-5204	106	20	objects	object	NOUN
fcis-5204	106	21	,	,	PUNCT
fcis-5204	106	22	so	so	CCONJ
fcis-5204	106	23	different	different	ADJ
fcis-5204	106	24	researchers	researcher	NOUN
fcis-5204	106	25	collect	collect	VERB
fcis-5204	106	26	real	real	ADV
fcis-5204	106	27	foggy	foggy	ADJ
fcis-5204	106	28	sky	sky	NOUN
fcis-5204	106	29	images	image	NOUN
fcis-5204	106	30	from	from	ADP
fcis-5204	106	31	different	different	ADJ
fcis-5204	106	32	sources	source	NOUN
fcis-5204	106	33	.	.	PUNCT
fcis-5204	107	1	the	the	DET
fcis-5204	107	2	more	more	ADV
fcis-5204	107	3	commonly	commonly	ADV
fcis-5204	107	4	used	use	VERB
fcis-5204	107	5	classical	classical	ADJ
fcis-5204	107	6	datasets	dataset	NOUN
fcis-5204	107	7	are	be	AUX
fcis-5204	107	8	the	the	DET
fcis-5204	107	9	32	32	NUM
fcis-5204	107	10	real	real	ADJ
fcis-5204	107	11	fog	fog	NOUN
fcis-5204	107	12	sky	sky	NOUN
fcis-5204	107	13	images	image	NOUN
fcis-5204	107	14	with	with	ADP
fcis-5204	107	15	different	different	ADJ
fcis-5204	107	16	resolutions	resolution	NOUN
fcis-5204	107	17	and	and	CCONJ
fcis-5204	107	18	scenes	scene	NOUN
fcis-5204	107	19	used	use	VERB
fcis-5204	107	20	in	in	ADP
fcis-5204	107	21	the	the	DET
fcis-5204	107	22	experiments	experiment	NOUN
fcis-5204	107	23	of	of	ADP
fcis-5204	107	24	zhu	zhu	PROPN
fcis-5204	107	25	et	et	PROPN
fcis-5204	107	26	al	al	PROPN
fcis-5204	107	27	.	.	PUNCT
fcis-5204	108	1	[	[	X
fcis-5204	108	2	2	2	X
fcis-5204	108	3	]	]	PUNCT
fcis-5204	108	4	and	and	CCONJ
fcis-5204	108	5	the	the	DET
fcis-5204	108	6	rtts	rtt	NOUN
fcis-5204	108	7	dataset	dataset	VERB
fcis-5204	108	8	with	with	ADP
fcis-5204	108	9	more	more	ADJ
fcis-5204	108	10	than	than	ADP
fcis-5204	108	11	4000	4000	NUM
fcis-5204	108	12	real	real	ADJ
fcis-5204	108	13	fog	fog	NOUN
fcis-5204	108	14	sky	sky	NOUN
fcis-5204	108	15	images	image	NOUN
fcis-5204	108	16	collected	collect	VERB
fcis-5204	108	17	from	from	ADP
fcis-5204	108	18	the	the	DET
fcis-5204	108	19	web	web	NOUN
fcis-5204	108	20	.	.	PUNCT
fcis-5204	108	21	currently	currently	ADV
fcis-5204	108	22	,	,	PUNCT
fcis-5204	108	23	there	there	PRON
fcis-5204	108	24	are	be	VERB
fcis-5204	108	25	two	two	NUM
fcis-5204	108	26	leading	lead	VERB
fcis-5204	108	27	evaluation	evaluation	NOUN
fcis-5204	108	28	indicators	indicator	NOUN
fcis-5204	108	29	commonly	commonly	ADV
fcis-5204	108	30	used	use	VERB
fcis-5204	108	31	in	in	ADP
fcis-5204	108	32	the	the	DET
fcis-5204	108	33	field	field	NOUN
fcis-5204	108	34	of	of	ADP
fcis-5204	108	35	traditional	traditional	ADJ
fcis-5204	108	36	image	image	NOUN
fcis-5204	108	37	dehazing	dehazing	NOUN
fcis-5204	108	38	:	:	PUNCT
fcis-5204	108	39	first	first	ADV
fcis-5204	108	40	,	,	PUNCT
fcis-5204	108	41	image	image	NOUN
fcis-5204	108	42	quality	quality	NOUN
fcis-5204	108	43	indicators	indicator	NOUN
fcis-5204	108	44	,	,	PUNCT
fcis-5204	108	45	such	such	ADJ
fcis-5204	108	46	as	as	ADP
fcis-5204	108	47	information	information	NOUN
fcis-5204	108	48	entropy	entropy	NOUN
fcis-5204	108	49	entropy	entropy	PROPN
fcis-5204	108	50	,	,	PUNCT
fcis-5204	108	51	brisque	brisque	NOUN
fcis-5204	108	52	,	,	PUNCT
fcis-5204	108	53	niqe	niqe	NOUN
fcis-5204	108	54	,	,	PUNCT
fcis-5204	108	55	biqi	biqi	NOUN
fcis-5204	108	56	,	,	PUNCT
fcis-5204	108	57	etc	etc	X
fcis-5204	108	58	.	.	X
fcis-5204	108	59	;	;	PUNCT
fcis-5204	108	60	second	second	X
fcis-5204	108	61	,	,	PUNCT
fcis-5204	108	62	fog	fog	NOUN
fcis-5204	108	63	concentration	concentration	NOUN
fcis-5204	108	64	evaluation	evaluation	NOUN
fcis-5204	108	65	indicators	indicator	NOUN
fcis-5204	108	66	,	,	PUNCT
fcis-5204	108	67	such	such	ADJ
fcis-5204	108	68	as	as	ADP
fcis-5204	108	69	fade	fade	NOUN
fcis-5204	108	70	indicator	indicator	NOUN
fcis-5204	108	71	,	,	PUNCT
fcis-5204	108	72	frfsim	frfsim	PROPN
fcis-5204	108	73	indicator	indicator	NOUN
fcis-5204	108	74	,	,	PUNCT
fcis-5204	108	75	etc	etc	X
fcis-5204	108	76	.	.	X
fcis-5204	109	1	in	in	ADP
fcis-5204	109	2	addition	addition	NOUN
fcis-5204	109	3	,	,	PUNCT
fcis-5204	109	4	the	the	DET
fcis-5204	109	5	algorithm	algorithm	NOUN
fcis-5204	109	6	's	's	PART
fcis-5204	109	7	complexity	complexity	NOUN
fcis-5204	109	8	needs	need	VERB
fcis-5204	109	9	to	to	PART
fcis-5204	109	10	be	be	AUX
fcis-5204	109	11	explored	explore	VERB
fcis-5204	109	12	and	and	CCONJ
fcis-5204	109	13	analyzed	analyze	VERB
fcis-5204	109	14	in	in	ADP
fcis-5204	109	15	the	the	DET
fcis-5204	109	16	imagedehazing	imagedehaze	VERB
fcis-5204	109	17	process	process	NOUN
fcis-5204	109	18	.	.	PUNCT
fcis-5204	110	1	only	only	ADV
fcis-5204	110	2	by	by	ADP
fcis-5204	110	3	continuously	continuously	ADV
fcis-5204	110	4	optimizing	optimize	VERB
fcis-5204	110	5	the	the	DET
fcis-5204	110	6	algorithm	algorithm	NOUN
fcis-5204	110	7	running	running	NOUN
fcis-5204	110	8	time	time	NOUN
fcis-5204	110	9	can	can	AUX
fcis-5204	110	10	it	it	PRON
fcis-5204	110	11	be	be	AUX
fcis-5204	110	12	better	well	ADV
fcis-5204	110	13	applied	apply	VERB
fcis-5204	110	14	to	to	ADP
fcis-5204	110	15	the	the	DET
fcis-5204	110	16	actual	actual	ADJ
fcis-5204	110	17	25	25	NUM
fcis-5204	110	18	production	production	NOUN
fcis-5204	110	19	life	life	NOUN
fcis-5204	110	20	.	.	PUNCT
fcis-5204	111	1	5	5	X
fcis-5204	111	2	.	.	X
fcis-5204	111	3	conclusion	conclusion	NOUN
fcis-5204	111	4	in	in	ADP
fcis-5204	111	5	this	this	DET
fcis-5204	111	6	paper	paper	NOUN
fcis-5204	111	7	,	,	PUNCT
fcis-5204	111	8	we	we	PRON
fcis-5204	111	9	review	review	VERB
fcis-5204	111	10	traditional	traditional	ADJ
fcis-5204	111	11	advanced	advanced	ADJ
fcis-5204	111	12	dehazing	dehazing	NOUN
fcis-5204	111	13	methods	method	NOUN
fcis-5204	111	14	in	in	ADP
fcis-5204	111	15	image	image	NOUN
fcis-5204	111	16	dehazing	dehazing	NOUN
fcis-5204	111	17	,	,	PUNCT
fcis-5204	111	18	classifying	classify	VERB
fcis-5204	111	19	and	and	CCONJ
fcis-5204	111	20	summarizing	summarize	VERB
fcis-5204	111	21	them	they	PRON
fcis-5204	111	22	from	from	ADP
fcis-5204	111	23	both	both	DET
fcis-5204	111	24	image	image	NOUN
fcis-5204	111	25	restoration	restoration	NOUN
fcis-5204	111	26	and	and	CCONJ
fcis-5204	111	27	image	image	NOUN
fcis-5204	111	28	perspectives	perspective	NOUN
fcis-5204	111	29	.	.	PUNCT
fcis-5204	112	1	image	image	NOUN
fcis-5204	112	2	dehazing	dehazing	NOUN
fcis-5204	112	3	is	be	AUX
fcis-5204	112	4	a	a	DET
fcis-5204	112	5	low	low	ADJ
fcis-5204	112	6	-	-	PUNCT
fcis-5204	112	7	level	level	NOUN
fcis-5204	112	8	vision	vision	NOUN
fcis-5204	112	9	task	task	NOUN
fcis-5204	112	10	,	,	PUNCT
fcis-5204	112	11	and	and	CCONJ
fcis-5204	112	12	restoring	restore	VERB
fcis-5204	112	13	a	a	DET
fcis-5204	112	14	foggy	foggy	ADJ
fcis-5204	112	15	image	image	NOUN
fcis-5204	112	16	to	to	ADP
fcis-5204	112	17	a	a	DET
fcis-5204	112	18	fog	fog	ADJ
fcis-5204	112	19	-	-	PUNCT
fcis-5204	112	20	free	free	ADJ
fcis-5204	112	21	image	image	NOUN
fcis-5204	112	22	is	be	AUX
fcis-5204	112	23	beneficial	beneficial	ADJ
fcis-5204	112	24	for	for	ADP
fcis-5204	112	25	subsequent	subsequent	ADJ
fcis-5204	112	26	high	high	ADJ
fcis-5204	112	27	-	-	PUNCT
fcis-5204	112	28	level	level	NOUN
fcis-5204	112	29	vision	vision	NOUN
fcis-5204	112	30	tasks	task	NOUN
fcis-5204	112	31	.	.	PUNCT
fcis-5204	113	1	however	however	ADV
fcis-5204	113	2	,	,	PUNCT
fcis-5204	113	3	image	image	NOUN
fcis-5204	113	4	dehazing	dehazing	NOUN
fcis-5204	113	5	faces	face	NOUN
fcis-5204	113	6	complex	complex	ADJ
fcis-5204	113	7	and	and	CCONJ
fcis-5204	113	8	diverse	diverse	ADJ
fcis-5204	113	9	image	image	NOUN
fcis-5204	113	10	scenes	scene	NOUN
fcis-5204	113	11	,	,	PUNCT
fcis-5204	113	12	the	the	DET
fcis-5204	113	13	limitations	limitation	NOUN
fcis-5204	113	14	of	of	ADP
fcis-5204	113	15	dehazing	dehazing	NOUN
fcis-5204	113	16	models	model	NOUN
fcis-5204	113	17	are	be	AUX
fcis-5204	113	18	apparent	apparent	ADJ
fcis-5204	113	19	,	,	PUNCT
fcis-5204	113	20	and	and	CCONJ
fcis-5204	113	21	the	the	DET
fcis-5204	113	22	dehazing	dehazing	NOUN
fcis-5204	113	23	work	work	NOUN
fcis-5204	113	24	is	be	AUX
fcis-5204	113	25	very	very	ADV
fcis-5204	113	26	challenging	challenging	ADJ
fcis-5204	113	27	.	.	PUNCT
fcis-5204	114	1	the	the	DET
fcis-5204	114	2	traditional	traditional	ADJ
fcis-5204	114	3	image	image	NOUN
fcis-5204	114	4	dehazing	dehazing	NOUN
fcis-5204	114	5	field	field	NOUN
fcis-5204	114	6	can	can	AUX
fcis-5204	114	7	build	build	VERB
fcis-5204	114	8	dehazing	dehazing	NOUN
fcis-5204	114	9	methods	method	NOUN
fcis-5204	114	10	from	from	ADP
fcis-5204	114	11	these	these	DET
fcis-5204	114	12	perspectives	perspective	NOUN
fcis-5204	114	13	:	:	PUNCT
fcis-5204	114	14	more	more	ADV
fcis-5204	114	15	reasonable	reasonable	ADJ
fcis-5204	114	16	dehazing	dehazing	NOUN
fcis-5204	114	17	models	model	NOUN
fcis-5204	114	18	,	,	PUNCT
fcis-5204	114	19	dehazing	dehaze	VERB
fcis-5204	114	20	methods	method	NOUN
fcis-5204	114	21	with	with	ADP
fcis-5204	114	22	more	more	ADJ
fcis-5204	114	23	vital	vital	ADJ
fcis-5204	114	24	generalization	generalization	NOUN
fcis-5204	114	25	ability	ability	NOUN
fcis-5204	114	26	,	,	PUNCT
fcis-5204	114	27	and	and	CCONJ
fcis-5204	114	28	more	more	ADV
fcis-5204	114	29	comprehensive	comprehensive	ADJ
fcis-5204	114	30	evaluation	evaluation	NOUN
fcis-5204	114	31	metrics	metric	NOUN
fcis-5204	114	32	.	.	PUNCT
fcis-5204	115	1	references	reference	NOUN
fcis-5204	115	2	[	[	X
fcis-5204	115	3	1	1	NUM
fcis-5204	115	4	]	]	PUNCT
fcis-5204	115	5	kaiming	kaime	VERB
fcis-5204	115	6	he	he	PRON
fcis-5204	115	7	,	,	PUNCT
fcis-5204	115	8	jian	jian	PROPN
fcis-5204	115	9	sun	sun	PROPN
fcis-5204	115	10	and	and	CCONJ
fcis-5204	115	11	xiaoou	xiaoou	PROPN
fcis-5204	115	12	tang	tang	PROPN
fcis-5204	115	13	,	,	PUNCT
fcis-5204	115	14	"	"	PUNCT
fcis-5204	115	15	single	single	ADJ
fcis-5204	115	16	image	image	NOUN
fcis-5204	115	17	haze	haze	NOUN
fcis-5204	115	18	removal	removal	NOUN
fcis-5204	115	19	using	use	VERB
fcis-5204	115	20	dark	dark	ADJ
fcis-5204	115	21	channel	channel	NOUN
fcis-5204	115	22	prior	prior	ADV
fcis-5204	115	23	,	,	PUNCT
fcis-5204	115	24	"	"	PUNCT
fcis-5204	115	25	2009	2009	NUM
fcis-5204	115	26	ieee	ieee	NOUN
fcis-5204	115	27	conference	conference	NOUN
fcis-5204	115	28	on	on	ADP
fcis-5204	115	29	computer	computer	NOUN
fcis-5204	115	30	vision	vision	NOUN
fcis-5204	115	31	and	and	CCONJ
fcis-5204	115	32	pattern	pattern	NOUN
fcis-5204	115	33	recognition	recognition	NOUN
fcis-5204	115	34	,	,	PUNCT
fcis-5204	115	35	miami	miami	PROPN
fcis-5204	115	36	,	,	PUNCT
fcis-5204	115	37	fl	fl	PROPN
fcis-5204	115	38	,	,	PUNCT
fcis-5204	115	39	2009	2009	NUM
fcis-5204	115	40	,	,	PUNCT
fcis-5204	115	41	pp	pp	ADP
fcis-5204	115	42	.	.	PUNCT
fcis-5204	116	1	1956	1956	NUM
fcis-5204	116	2	-	-	SYM
fcis-5204	116	3	1963	1963	NUM
fcis-5204	116	4	,	,	PUNCT
fcis-5204	116	5	doi	doi	NOUN
fcis-5204	116	6	:	:	PUNCT
fcis-5204	116	7	10.1109	10.1109	NUM
fcis-5204	116	8	/	/	SYM
fcis-5204	116	9	cvpr.2009.5206515	cvpr.2009.5206515	NOUN
fcis-5204	116	10	.	.	PUNCT
fcis-5204	117	1	[	[	X
fcis-5204	117	2	2	2	NUM
fcis-5204	117	3	]	]	PUNCT
fcis-5204	117	4	q.	q.	PROPN
fcis-5204	117	5	zhu	zhu	PROPN
fcis-5204	117	6	,	,	PUNCT
fcis-5204	117	7	j.	j.	PROPN
fcis-5204	117	8	mai	mai	PROPN
fcis-5204	117	9	and	and	CCONJ
fcis-5204	117	10	l.	l.	PROPN
fcis-5204	117	11	shao	shao	PROPN
fcis-5204	117	12	,	,	PUNCT
fcis-5204	117	13	"	"	PUNCT
fcis-5204	117	14	a	a	DET
fcis-5204	117	15	fast	fast	ADJ
fcis-5204	117	16	single	single	ADJ
fcis-5204	117	17	image	image	NOUN
fcis-5204	117	18	haze	haze	NOUN
fcis-5204	117	19	removal	removal	NOUN
fcis-5204	117	20	algorithm	algorithm	NOUN
fcis-5204	117	21	using	use	VERB
fcis-5204	117	22	color	color	NOUN
fcis-5204	117	23	attenuation	attenuation	NOUN
fcis-5204	117	24	prior	prior	ADV
fcis-5204	117	25	,	,	PUNCT
fcis-5204	117	26	"	"	PUNCT
fcis-5204	117	27	in	in	ADP
fcis-5204	117	28	ieee	ieee	NOUN
fcis-5204	117	29	transactions	transaction	NOUN
fcis-5204	117	30	on	on	ADP
fcis-5204	117	31	image	image	NOUN
fcis-5204	117	32	processing	processing	NOUN
fcis-5204	117	33	,	,	PUNCT
fcis-5204	117	34	vol	vol	NOUN
fcis-5204	117	35	.	.	PROPN
fcis-5204	117	36	24	24	NUM
fcis-5204	117	37	,	,	PUNCT
fcis-5204	117	38	no	no	INTJ
fcis-5204	117	39	.	.	NOUN
fcis-5204	117	40	11	11	NUM
fcis-5204	117	41	,	,	PUNCT
fcis-5204	117	42	pp	pp	ADJ
fcis-5204	117	43	.	.	PUNCT
fcis-5204	117	44	35223533	35223533	NUM
fcis-5204	117	45	,	,	PUNCT
fcis-5204	117	46	nov	nov	PROPN
fcis-5204	117	47	.	.	PROPN
fcis-5204	117	48	2015	2015	NUM
fcis-5204	117	49	,	,	PUNCT
fcis-5204	117	50	doi	doi	NOUN
fcis-5204	117	51	:	:	PUNCT
fcis-5204	117	52	10.1109	10.1109	NUM
fcis-5204	117	53	/	/	SYM
fcis-5204	117	54	tip.2015.2446191	tip.2015.2446191	NOUN
fcis-5204	117	55	.	.	PUNCT
fcis-5204	118	1	[	[	X
fcis-5204	118	2	3	3	NUM
fcis-5204	118	3	]	]	X
fcis-5204	118	4	m.	m.	NOUN
fcis-5204	118	5	ju	ju	PROPN
fcis-5204	118	6	,	,	PUNCT
fcis-5204	118	7	c.	c.	PROPN
fcis-5204	118	8	ding	ding	PROPN
fcis-5204	118	9	,	,	PUNCT
fcis-5204	118	10	w.	w.	PROPN
fcis-5204	118	11	ren	ren	PROPN
fcis-5204	118	12	,	,	PUNCT
fcis-5204	118	13	y.	y.	PROPN
fcis-5204	118	14	yang	yang	PROPN
fcis-5204	118	15	,	,	PUNCT
fcis-5204	118	16	d.	d.	PROPN
fcis-5204	118	17	zhang	zhang	PROPN
fcis-5204	118	18	and	and	CCONJ
fcis-5204	118	19	y.	y.	PROPN
fcis-5204	118	20	j.	j.	PROPN
fcis-5204	118	21	guo	guo	PROPN
fcis-5204	118	22	,	,	PUNCT
fcis-5204	118	23	"	"	PUNCT
fcis-5204	118	24	ide	ide	ADJ
fcis-5204	118	25	:	:	PUNCT
fcis-5204	118	26	image	image	NOUN
fcis-5204	118	27	dehazing	dehazing	NOUN
fcis-5204	118	28	and	and	CCONJ
fcis-5204	118	29	exposure	exposure	NOUN
fcis-5204	118	30	using	use	VERB
fcis-5204	118	31	an	an	DET
fcis-5204	118	32	enhanced	enhanced	ADJ
fcis-5204	118	33	atmospheric	atmospheric	ADJ
fcis-5204	118	34	scattering	scattering	NOUN
fcis-5204	118	35	model	model	NOUN
fcis-5204	118	36	,	,	PUNCT
fcis-5204	118	37	"	"	PUNCT
fcis-5204	118	38	in	in	ADP
fcis-5204	118	39	ieee	ieee	NOUN
fcis-5204	118	40	transactions	transaction	NOUN
fcis-5204	118	41	on	on	ADP
fcis-5204	118	42	image	image	NOUN
fcis-5204	118	43	processing	processing	NOUN
fcis-5204	118	44	,	,	PUNCT
fcis-5204	118	45	vol	vol	NOUN
fcis-5204	118	46	.	.	PROPN
fcis-5204	118	47	30	30	NUM
fcis-5204	118	48	,	,	PUNCT
fcis-5204	118	49	pp	pp	ADJ
fcis-5204	118	50	.	.	PUNCT
fcis-5204	119	1	2180	2180	NUM
fcis-5204	119	2	-	-	SYM
fcis-5204	119	3	2192	2192	NUM
fcis-5204	119	4	,	,	PUNCT
fcis-5204	119	5	2021	2021	NUM
fcis-5204	119	6	,	,	PUNCT
fcis-5204	119	7	doi	doi	NOUN
fcis-5204	119	8	:	:	PUNCT
fcis-5204	119	9	10.1109	10.1109	NUM
fcis-5204	119	10	/	/	SYM
fcis-5204	119	11	tip.2021.3050643	tip.2021.3050643	PROPN
fcis-5204	119	12	.	.	PUNCT
fcis-5204	120	1	[	[	X
fcis-5204	120	2	4	4	NUM
fcis-5204	120	3	]	]	X
fcis-5204	120	4	joung	joung	PROPN
fcis-5204	120	5	-	-	PUNCT
fcis-5204	120	6	youn	youn	PROPN
fcis-5204	120	7	kim	kim	PROPN
fcis-5204	120	8	,	,	PUNCT
fcis-5204	120	9	lee	lee	PROPN
fcis-5204	120	10	-	-	PUNCT
fcis-5204	120	11	sup	sup	PROPN
fcis-5204	120	12	kim	kim	PROPN
fcis-5204	120	13	and	and	CCONJ
fcis-5204	120	14	seung	seung	PROPN
fcis-5204	120	15	-	-	PUNCT
fcis-5204	120	16	ho	ho	PROPN
fcis-5204	120	17	hwang	hwang	PROPN
fcis-5204	120	18	,	,	PUNCT
fcis-5204	120	19	"	"	PUNCT
fcis-5204	120	20	an	an	DET
fcis-5204	120	21	advanced	advanced	ADJ
fcis-5204	120	22	contrast	contrast	NOUN
fcis-5204	120	23	enhancement	enhancement	NOUN
fcis-5204	120	24	using	use	VERB
fcis-5204	120	25	partially	partially	ADV
fcis-5204	120	26	overlapped	overlap	VERB
fcis-5204	120	27	subblock	subblock	PROPN
fcis-5204	120	28	histogram	histogram	PROPN
fcis-5204	120	29	equalization	equalization	NOUN
fcis-5204	120	30	,	,	PUNCT
fcis-5204	120	31	"	"	PUNCT
fcis-5204	120	32	in	in	ADP
fcis-5204	120	33	ieee	ieee	NOUN
fcis-5204	120	34	transactions	transaction	NOUN
fcis-5204	120	35	on	on	ADP
fcis-5204	120	36	circuits	circuit	NOUN
fcis-5204	120	37	and	and	CCONJ
fcis-5204	120	38	systems	system	NOUN
fcis-5204	120	39	for	for	ADP
fcis-5204	120	40	video	video	NOUN
fcis-5204	120	41	technology	technology	NOUN
fcis-5204	120	42	,	,	PUNCT
fcis-5204	120	43	vol	vol	NOUN
fcis-5204	120	44	.	.	PROPN
fcis-5204	120	45	11	11	NUM
fcis-5204	120	46	,	,	PUNCT
fcis-5204	120	47	no	no	INTJ
fcis-5204	120	48	.	.	NOUN
fcis-5204	120	49	4	4	NUM
fcis-5204	120	50	,	,	PUNCT
fcis-5204	120	51	pp	pp	ADJ
fcis-5204	120	52	.	.	PUNCT
fcis-5204	121	1	475	475	NUM
fcis-5204	121	2	-	-	SYM
fcis-5204	121	3	484	484	NUM
fcis-5204	121	4	,	,	PUNCT
fcis-5204	121	5	april	april	PROPN
fcis-5204	121	6	2001	2001	NUM
fcis-5204	121	7	,	,	PUNCT
fcis-5204	121	8	doi	doi	NOUN
fcis-5204	121	9	:	:	PUNCT
fcis-5204	121	10	10.1109/76.915354	10.1109/76.915354	NUM
fcis-5204	121	11	.	.	PUNCT
fcis-5204	122	1	[	[	X
fcis-5204	122	2	5	5	NUM
fcis-5204	122	3	]	]	PUNCT
fcis-5204	122	4	m.	m.	NOUN
fcis-5204	122	5	xue	xue	PROPN
fcis-5204	122	6	,	,	PUNCT
fcis-5204	122	7	y.	y.	PROPN
fcis-5204	122	8	ji	ji	PROPN
fcis-5204	122	9	,	,	PUNCT
fcis-5204	122	10	z.	z.	PROPN
fcis-5204	122	11	yuyan	yuyan	PROPN
fcis-5204	122	12	,	,	PUNCT
fcis-5204	122	13	l.	l.	PROPN
fcis-5204	122	14	weiwei	weiwei	PROPN
fcis-5204	122	15	and	and	CCONJ
fcis-5204	122	16	z.	z.	PROPN
fcis-5204	122	17	jiugen	jiugen	PROPN
fcis-5204	122	18	,	,	PUNCT
fcis-5204	122	19	"	"	PUNCT
fcis-5204	122	20	video	video	NOUN
fcis-5204	122	21	image	image	NOUN
fcis-5204	122	22	dehazing	dehazing	NOUN
fcis-5204	122	23	algorithm	algorithm	NOUN
fcis-5204	122	24	based	base	VERB
fcis-5204	122	25	on	on	ADP
fcis-5204	122	26	multi	multi	ADJ
fcis-5204	122	27	-	-	ADJ
fcis-5204	122	28	scale	scale	ADJ
fcis-5204	122	29	retinex	retinex	NOUN
fcis-5204	122	30	with	with	ADP
fcis-5204	122	31	color	color	NOUN
fcis-5204	122	32	restoration	restoration	NOUN
fcis-5204	122	33	,	,	PUNCT
fcis-5204	122	34	"	"	PUNCT
fcis-5204	122	35	2016	2016	NUM
fcis-5204	122	36	international	international	ADJ
fcis-5204	122	37	conference	conference	NOUN
fcis-5204	122	38	on	on	ADP
fcis-5204	122	39	smart	smart	ADJ
fcis-5204	122	40	grid	grid	NOUN
fcis-5204	122	41	and	and	CCONJ
fcis-5204	122	42	electrical	electrical	ADJ
fcis-5204	122	43	automation	automation	NOUN
fcis-5204	122	44	(	(	PUNCT
fcis-5204	122	45	icsgea	icsgea	NOUN
fcis-5204	122	46	)	)	PUNCT
fcis-5204	122	47	,	,	PUNCT
fcis-5204	122	48	zhangjiajie	zhangjiajie	PROPN
fcis-5204	122	49	,	,	PUNCT
fcis-5204	122	50	china	china	PROPN
fcis-5204	122	51	,	,	PUNCT
fcis-5204	122	52	2016	2016	NUM
fcis-5204	122	53	,	,	PUNCT
fcis-5204	122	54	pp	pp	ADJ
fcis-5204	122	55	.	.	PUNCT
fcis-5204	123	1	195	195	NUM
fcis-5204	123	2	-	-	SYM
fcis-5204	123	3	200	200	NUM
fcis-5204	123	4	,	,	PUNCT
fcis-5204	123	5	doi	doi	NOUN
fcis-5204	123	6	:	:	PUNCT
fcis-5204	123	7	10.1109	10.1109	NUM
fcis-5204	123	8	/	/	SYM
fcis-5204	123	9	icsgea.2016.42	icsgea.2016.42	NOUN
fcis-5204	123	10	.	.	PUNCT
fcis-5204	124	1	[	[	X
fcis-5204	124	2	6	6	NUM
fcis-5204	124	3	]	]	PUNCT
fcis-5204	124	4	a.	a.	NOUN
fcis-5204	124	5	galdran	galdran	PROPN
fcis-5204	124	6	,	,	PUNCT
fcis-5204	124	7	a.	a.	NOUN
fcis-5204	124	8	bria	bria	PROPN
fcis-5204	124	9	,	,	PUNCT
fcis-5204	124	10	a.	a.	PROPN
fcis-5204	124	11	alvarez	alvarez	PROPN
fcis-5204	124	12	-	-	PUNCT
fcis-5204	124	13	gila	gila	PROPN
fcis-5204	124	14	,	,	PUNCT
fcis-5204	124	15	j.	j.	PROPN
fcis-5204	124	16	vazquez	vazquez	PROPN
fcis-5204	124	17	-	-	PUNCT
fcis-5204	124	18	corral	corral	PROPN
fcis-5204	124	19	and	and	CCONJ
fcis-5204	124	20	m.	m.	NOUN
fcis-5204	124	21	bertalmío	bertalmío	PROPN
fcis-5204	124	22	,	,	PUNCT
fcis-5204	124	23	"	"	PUNCT
fcis-5204	124	24	on	on	ADP
fcis-5204	124	25	the	the	DET
fcis-5204	124	26	duality	duality	NOUN
fcis-5204	124	27	between	between	ADP
fcis-5204	124	28	retinex	retinex	ADJ
fcis-5204	124	29	and	and	CCONJ
fcis-5204	124	30	image	image	NOUN
fcis-5204	124	31	dehazing	dehazing	NOUN
fcis-5204	124	32	,	,	PUNCT
fcis-5204	124	33	"	"	PUNCT
fcis-5204	124	34	2018	2018	NUM
fcis-5204	124	35	ieee	ieee	NOUN
fcis-5204	124	36	/	/	SYM
fcis-5204	124	37	cvf	cvf	NOUN
fcis-5204	124	38	conference	conference	NOUN
fcis-5204	124	39	on	on	ADP
fcis-5204	124	40	computer	computer	NOUN
fcis-5204	124	41	vision	vision	NOUN
fcis-5204	124	42	and	and	CCONJ
fcis-5204	124	43	pattern	pattern	NOUN
fcis-5204	124	44	recognition	recognition	NOUN
fcis-5204	124	45	,	,	PUNCT
fcis-5204	124	46	salt	salt	NOUN
fcis-5204	124	47	lake	lake	PROPN
fcis-5204	124	48	city	city	PROPN
fcis-5204	124	49	,	,	PUNCT
fcis-5204	124	50	ut	ut	PROPN
fcis-5204	124	51	,	,	PUNCT
fcis-5204	124	52	usa	usa	PROPN
fcis-5204	124	53	,	,	PUNCT
fcis-5204	124	54	2018	2018	NUM
fcis-5204	124	55	,	,	PUNCT
fcis-5204	124	56	pp	pp	ADJ
fcis-5204	124	57	.	.	PUNCT
fcis-5204	125	1	8212	8212	NUM
fcis-5204	125	2	-	-	SYM
fcis-5204	125	3	8221	8221	NUM
fcis-5204	125	4	,	,	PUNCT
fcis-5204	125	5	doi	doi	NOUN
fcis-5204	125	6	:	:	PUNCT
fcis-5204	125	7	10.1109	10.1109	NUM
fcis-5204	125	8	/	/	SYM
fcis-5204	125	9	cvpr.2018.00857	cvpr.2018.00857	NOUN
fcis-5204	125	10	.	.	PUNCT
fcis-5204	126	1	[	[	X
fcis-5204	126	2	7	7	NUM
fcis-5204	126	3	]	]	PUNCT
fcis-5204	126	4	a.galdran	a.galdran	VERB
fcis-5204	126	5	,	,	PUNCT
fcis-5204	126	6	"	"	PUNCT
fcis-5204	126	7	image	image	NOUN
fcis-5204	126	8	dehazing	dehazing	NOUN
fcis-5204	126	9	by	by	ADP
fcis-5204	126	10	artificial	artificial	ADJ
fcis-5204	126	11	multiple	multiple	ADJ
fcis-5204	126	12	-	-	PUNCT
fcis-5204	126	13	exposure	exposure	NOUN
fcis-5204	126	14	image	image	NOUN
fcis-5204	126	15	fusion	fusion	NOUN
fcis-5204	126	16	,	,	PUNCT
fcis-5204	126	17	"	"	PUNCT
fcis-5204	126	18	signal	signal	NOUN
fcis-5204	126	19	process	process	NOUN
fcis-5204	126	20	,	,	PUNCT
fcis-5204	126	21	2018	2018	NUM
fcis-5204	126	22	vol	vol	NOUN
fcis-5204	126	23	.	.	NOUN
fcis-5204	126	24	149	149	NUM
fcis-5204	126	25	,	,	PUNCT
fcis-5204	126	26	pp	pp	ADJ
fcis-5204	126	27	.	.	PUNCT
fcis-5204	127	1	135	135	NUM
fcis-5204	127	2	-	-	SYM
fcis-5204	127	3	147	147	NUM
fcis-5204	127	4	.	.	PUNCT
fcis-5204	128	1	[	[	X
fcis-5204	128	2	8	8	NUM
fcis-5204	128	3	]	]	PUNCT
fcis-5204	128	4	m.	m.	NOUN
fcis-5204	128	5	zheng	zheng	PROPN
fcis-5204	128	6	,	,	PUNCT
fcis-5204	128	7	g.	g.	PROPN
fcis-5204	128	8	qi	qi	PROPN
fcis-5204	128	9	,	,	PUNCT
fcis-5204	128	10	z.	z.	PROPN
fcis-5204	128	11	zhu	zhu	PROPN
fcis-5204	128	12	,	,	PUNCT
fcis-5204	128	13	y.	y.	PROPN
fcis-5204	128	14	li	li	PROPN
fcis-5204	128	15	,	,	PUNCT
fcis-5204	128	16	h.	h.	PROPN
fcis-5204	128	17	wei	wei	PROPN
fcis-5204	128	18	and	and	CCONJ
fcis-5204	128	19	y.	y.	PROPN
fcis-5204	128	20	liu	liu	PROPN
fcis-5204	128	21	,	,	PUNCT
fcis-5204	128	22	"	"	PUNCT
fcis-5204	128	23	image	image	NOUN
fcis-5204	128	24	dehazing	dehazing	NOUN
fcis-5204	128	25	by	by	ADP
fcis-5204	128	26	an	an	DET
fcis-5204	128	27	artificial	artificial	ADJ
fcis-5204	128	28	image	image	NOUN
fcis-5204	128	29	fusion	fusion	NOUN
fcis-5204	128	30	method	method	NOUN
fcis-5204	128	31	based	base	VERB
fcis-5204	128	32	on	on	ADP
fcis-5204	128	33	adaptive	adaptive	ADJ
fcis-5204	128	34	structure	structure	NOUN
fcis-5204	128	35	decomposition	decomposition	NOUN
fcis-5204	128	36	,	,	PUNCT
fcis-5204	128	37	"	"	PUNCT
fcis-5204	128	38	in	in	ADP
fcis-5204	128	39	ieee	ieee	NOUN
fcis-5204	128	40	sensors	sensor	NOUN
fcis-5204	128	41	journal	journal	PROPN
fcis-5204	128	42	,	,	PUNCT
fcis-5204	128	43	vol	vol	NOUN
fcis-5204	128	44	.	.	PROPN
fcis-5204	128	45	20	20	NUM
fcis-5204	128	46	,	,	PUNCT
fcis-5204	128	47	no	no	INTJ
fcis-5204	128	48	.	.	NOUN
fcis-5204	128	49	14	14	NUM
fcis-5204	128	50	,	,	PUNCT
fcis-5204	128	51	pp	pp	ADJ
fcis-5204	128	52	.	.	PUNCT
fcis-5204	128	53	8062	8062	NUM
fcis-5204	128	54	-	-	SYM
fcis-5204	128	55	8072	8072	NUM
fcis-5204	128	56	,	,	PUNCT
fcis-5204	128	57	15	15	NUM
fcis-5204	128	58	july15	july15	NOUN
fcis-5204	128	59	,	,	PUNCT
fcis-5204	128	60	2020	2020	NUM
fcis-5204	128	61	,	,	PUNCT
fcis-5204	128	62	doi	doi	NOUN
fcis-5204	128	63	:	:	PUNCT
fcis-5204	128	64	10.1109	10.1109	NUM
fcis-5204	128	65	/	/	SYM
fcis-5204	128	66	jsen.2020.2981719	jsen.2020.2981719	PROPN
fcis-5204	128	67	.	.	PUNCT
fcis-5204	129	1	[	[	X
fcis-5204	129	2	9	9	NUM
fcis-5204	129	3	]	]	PUNCT
fcis-5204	129	4	x.	x.	NOUN
fcis-5204	129	5	liu	liu	PROPN
fcis-5204	129	6	,	,	PUNCT
fcis-5204	129	7	h.	h.	PROPN
fcis-5204	129	8	li	li	PROPN
fcis-5204	129	9	and	and	CCONJ
fcis-5204	129	10	c.	c.	PROPN
fcis-5204	129	11	zhu	zhu	PROPN
fcis-5204	129	12	,	,	PUNCT
fcis-5204	129	13	"	"	PUNCT
fcis-5204	129	14	joint	joint	ADJ
fcis-5204	129	15	contrast	contrast	NOUN
fcis-5204	129	16	enhancement	enhancement	NOUN
fcis-5204	129	17	and	and	CCONJ
fcis-5204	129	18	exposure	exposure	NOUN
fcis-5204	129	19	fusion	fusion	NOUN
fcis-5204	129	20	for	for	ADP
fcis-5204	129	21	real	real	ADJ
fcis-5204	129	22	-	-	PUNCT
fcis-5204	129	23	world	world	NOUN
fcis-5204	129	24	image	image	NOUN
fcis-5204	129	25	dehazing	dehazing	NOUN
fcis-5204	129	26	,	,	PUNCT
fcis-5204	129	27	"	"	PUNCT
fcis-5204	129	28	in	in	ADP
fcis-5204	129	29	ieee	ieee	NOUN
fcis-5204	129	30	transactions	transaction	NOUN
fcis-5204	129	31	on	on	ADP
fcis-5204	129	32	multimedia	multimedia	NOUN
fcis-5204	129	33	,	,	PUNCT
fcis-5204	129	34	vol	vol	NOUN
fcis-5204	129	35	.	.	PROPN
fcis-5204	129	36	24	24	NUM
fcis-5204	129	37	,	,	PUNCT
fcis-5204	129	38	pp	pp	ADJ
fcis-5204	129	39	.	.	PUNCT
fcis-5204	129	40	3934	3934	NUM
fcis-5204	129	41	-	-	SYM
fcis-5204	129	42	3946	3946	NUM
fcis-5204	129	43	,	,	PUNCT
fcis-5204	129	44	2022	2022	NUM
fcis-5204	129	45	,	,	PUNCT
fcis-5204	129	46	doi	doi	NOUN
fcis-5204	129	47	:	:	PUNCT
fcis-5204	129	48	10.1109	10.1109	NUM
fcis-5204	129	49	/	/	SYM
fcis-5204	129	50	tmm.2021.3110483	tmm.2021.3110483	NOUN
fcis-5204	129	51	.	.	PUNCT
fcis-5204	130	1	[	[	X
fcis-5204	130	2	10	10	NUM
fcis-5204	130	3	]	]	X
fcis-5204	130	4	qz	qz	PROPN
fcis-5204	130	5	liu	liu	PROPN
fcis-5204	130	6	,	,	PUNCT
fcis-5204	130	7	yq	yq	PROPN
fcis-5204	130	8	luo	luo	PROPN
fcis-5204	130	9	,	,	PUNCT
fcis-5204	130	10	k	k	PROPN
fcis-5204	130	11	li	li	PROPN
fcis-5204	130	12	,	,	PUNCT
fcis-5204	130	13	"	"	PUNCT
fcis-5204	130	14	single	single	ADJ
fcis-5204	130	15	image	image	NOUN
fcis-5204	130	16	defogging	defogging	NOUN
fcis-5204	130	17	method	method	NOUN
fcis-5204	130	18	based	base	VERB
fcis-5204	130	19	on	on	ADP
fcis-5204	130	20	image	image	NOUN
fcis-5204	130	21	patch	patch	NOUN
fcis-5204	130	22	decomposition	decomposition	NOUN
fcis-5204	130	23	and	and	CCONJ
fcis-5204	130	24	multi	multi	ADJ
fcis-5204	130	25	-	-	ADJ
fcis-5204	130	26	exposure	exposure	ADJ
fcis-5204	130	27	image	image	NOUN
fcis-5204	130	28	fusion	fusion	NOUN
fcis-5204	130	29	,	,	PUNCT
fcis-5204	130	30	"	"	PUNCT
fcis-5204	130	31	frontiers	frontier	NOUN
fcis-5204	130	32	in	in	ADP
fcis-5204	130	33	neurorobotics	neurorobotic	NOUN
fcis-5204	130	34	,	,	PUNCT
fcis-5204	130	35	7	7	NUM
fcis-5204	130	36	jul	jul	PROPN
fcis-5204	130	37	.	.	PUNCT
fcis-5204	131	1	2021vol	2021vol	NUM
fcis-5204	131	2	.	.	NOUN
fcis-5204	131	3	15	15	NUM
fcis-5204	131	4	700483	700483	NUM
fcis-5204	131	5	.	.	PUNCT