id	sid	tid	token	lemma	pos
fcis-17465	1	1	frontiers	frontier	NOUN
fcis-17465	1	2	in	in	ADP
fcis-17465	1	3	computing	computing	NOUN
fcis-17465	1	4	and	and	CCONJ
fcis-17465	1	5	intelligent	intelligent	ADJ
fcis-17465	1	6	systems	system	NOUN
fcis-17465	1	7	issn	issn	VERB
fcis-17465	1	8	:	:	PUNCT
fcis-17465	1	9	2832	2832	NUM
fcis-17465	1	10	-	-	SYM
fcis-17465	1	11	6024	6024	NUM
fcis-17465	1	12	|	|	NOUN
fcis-17465	1	13	vol	vol	NOUN
fcis-17465	1	14	.	.	PROPN
fcis-17465	2	1	7	7	NUM
fcis-17465	2	2	,	,	PUNCT
fcis-17465	2	3	no	no	INTJ
fcis-17465	2	4	.	.	NOUN
fcis-17465	2	5	2	2	NUM
fcis-17465	2	6	,	,	PUNCT
fcis-17465	2	7	2024	2024	NUM
fcis-17465	2	8	6	6	NUM
fcis-17465	2	9	research	research	NOUN
fcis-17465	2	10	and	and	CCONJ
fcis-17465	2	11	analysis	analysis	NOUN
fcis-17465	2	12	of	of	ADP
fcis-17465	2	13	dark	dark	ADJ
fcis-17465	2	14	channel	channel	NOUN
fcis-17465	2	15	priori	priori	ADJ
fcis-17465	2	16	dehazing	dehaze	VERB
fcis-17465	2	17	algorithm	algorithm	NOUN
fcis-17465	2	18	based	base	VERB
fcis-17465	2	19	on	on	ADP
fcis-17465	2	20	guided	guide	VERB
fcis-17465	2	21	filtering	filter	VERB
fcis-17465	2	22	haisheng	haisheng	NOUN
fcis-17465	2	23	song	song	NOUN
fcis-17465	2	24	*	*	PROPN
fcis-17465	2	25	,	,	PUNCT
fcis-17465	2	26	nian	nian	PROPN
fcis-17465	2	27	liu	liu	PROPN
fcis-17465	2	28	college	college	PROPN
fcis-17465	2	29	of	of	ADP
fcis-17465	2	30	physics	physics	PROPN
fcis-17465	2	31	and	and	CCONJ
fcis-17465	2	32	electrical	electrical	ADJ
fcis-17465	2	33	engineering	engineering	NOUN
fcis-17465	2	34	,	,	PUNCT
fcis-17465	2	35	northwest	northwest	PROPN
fcis-17465	2	36	normal	normal	ADJ
fcis-17465	2	37	university	university	NOUN
fcis-17465	2	38	,	,	PUNCT
fcis-17465	2	39	lanzhou	lanzhou	PROPN
fcis-17465	2	40	,	,	PUNCT
fcis-17465	2	41	gansu	gansu	PROPN
fcis-17465	2	42	,	,	PUNCT
fcis-17465	2	43	730070	730070	NUM
fcis-17465	2	44	,	,	PUNCT
fcis-17465	2	45	china	china	PROPN
fcis-17465	2	46	*	*	PUNCT
fcis-17465	2	47	corresponding	correspond	VERB
fcis-17465	2	48	author	author	NOUN
fcis-17465	2	49	:	:	PUNCT
fcis-17465	2	50	haisheng	haisheng	PROPN
fcis-17465	2	51	song	song	NOUN
fcis-17465	2	52	(	(	PUNCT
fcis-17465	2	53	email	email	NOUN
fcis-17465	2	54	:	:	PUNCT
fcis-17465	2	55	songhs@nwnu.edu.cn	songhs@nwnu.edu.cn	ADJ
fcis-17465	2	56	)	)	PUNCT
fcis-17465	2	57	abstract	abstract	NOUN
fcis-17465	2	58	:	:	PUNCT
fcis-17465	2	59	the	the	DET
fcis-17465	2	60	dark	dark	ADJ
fcis-17465	2	61	channel	channel	NOUN
fcis-17465	2	62	priori	priori	ADJ
fcis-17465	2	63	dehaze	dehaze	NOUN
fcis-17465	2	64	algorithm	algorithm	NOUN
fcis-17465	2	65	based	base	VERB
fcis-17465	2	66	on	on	ADP
fcis-17465	2	67	minimum	minimum	ADJ
fcis-17465	2	68	filtering	filtering	NOUN
fcis-17465	2	69	is	be	AUX
fcis-17465	2	70	known	know	VERB
fcis-17465	2	71	to	to	PART
fcis-17465	2	72	consume	consume	VERB
fcis-17465	2	73	a	a	DET
fcis-17465	2	74	significant	significant	ADJ
fcis-17465	2	75	amount	amount	NOUN
fcis-17465	2	76	of	of	ADP
fcis-17465	2	77	computational	computational	ADJ
fcis-17465	2	78	and	and	CCONJ
fcis-17465	2	79	storage	storage	NOUN
fcis-17465	2	80	resources	resource	NOUN
fcis-17465	2	81	for	for	ADP
fcis-17465	2	82	transmittance	transmittance	NOUN
fcis-17465	2	83	optimization	optimization	NOUN
fcis-17465	2	84	,	,	PUNCT
fcis-17465	2	85	resulting	result	VERB
fcis-17465	2	86	in	in	ADP
fcis-17465	2	87	issues	issue	NOUN
fcis-17465	2	88	such	such	ADJ
fcis-17465	2	89	as	as	ADP
fcis-17465	2	90	halo	halo	NOUN
fcis-17465	2	91	phenomena	phenomenon	NOUN
fcis-17465	2	92	in	in	ADP
fcis-17465	2	93	gray	gray	ADJ
fcis-17465	2	94	and	and	CCONJ
fcis-17465	2	95	white	white	ADJ
fcis-17465	2	96	areas	area	NOUN
fcis-17465	2	97	of	of	ADP
fcis-17465	2	98	the	the	DET
fcis-17465	2	99	image	image	NOUN
fcis-17465	2	100	.	.	PUNCT
fcis-17465	3	1	in	in	ADP
fcis-17465	3	2	contrast	contrast	NOUN
fcis-17465	3	3	to	to	ADP
fcis-17465	3	4	this	this	PRON
fcis-17465	3	5	,	,	PUNCT
fcis-17465	3	6	the	the	DET
fcis-17465	3	7	proposed	propose	VERB
fcis-17465	3	8	algorithm	algorithm	NOUN
fcis-17465	3	9	in	in	ADP
fcis-17465	3	10	this	this	DET
fcis-17465	3	11	paper	paper	NOUN
fcis-17465	3	12	offers	offer	VERB
fcis-17465	3	13	a	a	DET
fcis-17465	3	14	novel	novel	ADJ
fcis-17465	3	15	approach	approach	NOUN
fcis-17465	3	16	to	to	ADP
fcis-17465	3	17	dark	dark	ADJ
fcis-17465	3	18	channel	channel	NOUN
fcis-17465	3	19	image	image	NOUN
fcis-17465	3	20	dehazing	dehazing	NOUN
fcis-17465	3	21	.	.	PUNCT
fcis-17465	4	1	by	by	ADP
fcis-17465	4	2	leveraging	leverage	VERB
fcis-17465	4	3	dark	dark	ADJ
fcis-17465	4	4	channel	channel	NOUN
fcis-17465	4	5	a	a	DET
fcis-17465	4	6	priori	priori	ADJ
fcis-17465	4	7	knowledge	knowledge	NOUN
fcis-17465	4	8	,	,	PUNCT
fcis-17465	4	9	the	the	DET
fcis-17465	4	10	algorithm	algorithm	NOUN
fcis-17465	4	11	introduces	introduce	VERB
fcis-17465	4	12	an	an	DET
fcis-17465	4	13	adaptive	adaptive	ADJ
fcis-17465	4	14	adjustment	adjustment	NOUN
fcis-17465	4	15	factor	factor	NOUN
fcis-17465	4	16	to	to	PART
fcis-17465	4	17	enhance	enhance	VERB
fcis-17465	4	18	the	the	DET
fcis-17465	4	19	realism	realism	NOUN
fcis-17465	4	20	of	of	ADP
fcis-17465	4	21	restored	restore	VERB
fcis-17465	4	22	image	image	NOUN
fcis-17465	4	23	details	detail	NOUN
fcis-17465	4	24	.	.	PUNCT
fcis-17465	5	1	furthermore	furthermore	ADV
fcis-17465	5	2	,	,	PUNCT
fcis-17465	5	3	the	the	DET
fcis-17465	5	4	algorithm	algorithm	NOUN
fcis-17465	5	5	employs	employ	VERB
fcis-17465	5	6	guided	guide	VERB
fcis-17465	5	7	filtering	filtering	NOUN
fcis-17465	5	8	for	for	ADP
fcis-17465	5	9	transmittance	transmittance	NOUN
fcis-17465	5	10	map	map	NOUN
fcis-17465	5	11	refinement	refinement	NOUN
fcis-17465	5	12	instead	instead	ADV
fcis-17465	5	13	of	of	ADP
fcis-17465	5	14	traditional	traditional	ADJ
fcis-17465	5	15	image	image	NOUN
fcis-17465	5	16	keying	keying	NOUN
fcis-17465	5	17	.	.	PUNCT
fcis-17465	6	1	subsequently	subsequently	ADV
fcis-17465	6	2	,	,	PUNCT
fcis-17465	6	3	the	the	DET
fcis-17465	6	4	haze	haze	NOUN
fcis-17465	6	5	-	-	PUNCT
fcis-17465	6	6	free	free	ADJ
fcis-17465	6	7	image	image	NOUN
fcis-17465	6	8	is	be	AUX
fcis-17465	6	9	reconstructed	reconstruct	VERB
fcis-17465	6	10	using	use	VERB
fcis-17465	6	11	the	the	DET
fcis-17465	6	12	estimated	estimate	VERB
fcis-17465	6	13	atmospheric	atmospheric	ADJ
fcis-17465	6	14	light	light	NOUN
fcis-17465	6	15	and	and	CCONJ
fcis-17465	6	16	refined	refined	ADJ
fcis-17465	6	17	transmittance	transmittance	NOUN
fcis-17465	6	18	maps	map	NOUN
fcis-17465	6	19	based	base	VERB
fcis-17465	6	20	on	on	ADP
fcis-17465	6	21	the	the	DET
fcis-17465	6	22	atmospheric	atmospheric	ADJ
fcis-17465	6	23	scattering	scattering	NOUN
fcis-17465	6	24	model	model	NOUN
fcis-17465	6	25	.	.	PUNCT
fcis-17465	7	1	post	post	VERB
fcis-17465	7	2	image	image	NOUN
fcis-17465	7	3	restoration	restoration	NOUN
fcis-17465	7	4	,	,	PUNCT
fcis-17465	7	5	brightness	brightness	NOUN
fcis-17465	7	6	and	and	CCONJ
fcis-17465	7	7	contrast	contrast	NOUN
fcis-17465	7	8	are	be	AUX
fcis-17465	7	9	enhanced	enhance	VERB
fcis-17465	7	10	,	,	PUNCT
fcis-17465	7	11	and	and	CCONJ
fcis-17465	7	12	image	image	NOUN
fcis-17465	7	13	optimization	optimization	NOUN
fcis-17465	7	14	is	be	AUX
fcis-17465	7	15	achieved	achieve	VERB
fcis-17465	7	16	through	through	ADP
fcis-17465	7	17	adaptive	adaptive	ADJ
fcis-17465	7	18	contrast	contrast	NOUN
fcis-17465	7	19	histogram	histogram	NOUN
fcis-17465	7	20	equalization	equalization	NOUN
fcis-17465	7	21	to	to	PART
fcis-17465	7	22	improve	improve	VERB
fcis-17465	7	23	visual	visual	ADJ
fcis-17465	7	24	quality	quality	NOUN
fcis-17465	7	25	.	.	PUNCT
fcis-17465	8	1	the	the	DET
fcis-17465	8	2	experimental	experimental	ADJ
fcis-17465	8	3	findings	finding	NOUN
fcis-17465	8	4	reveal	reveal	VERB
fcis-17465	8	5	that	that	SCONJ
fcis-17465	8	6	the	the	DET
fcis-17465	8	7	proposed	propose	VERB
fcis-17465	8	8	algorithm	algorithm	NOUN
fcis-17465	8	9	not	not	PART
fcis-17465	8	10	only	only	ADV
fcis-17465	8	11	accelerates	accelerate	VERB
fcis-17465	8	12	the	the	DET
fcis-17465	8	13	efficiency	efficiency	NOUN
fcis-17465	8	14	of	of	ADP
fcis-17465	8	15	image	image	NOUN
fcis-17465	8	16	dehazing	dehazing	NOUN
fcis-17465	8	17	but	but	CCONJ
fcis-17465	8	18	also	also	ADV
fcis-17465	8	19	sustains	sustain	VERB
fcis-17465	8	20	color	color	NOUN
fcis-17465	8	21	fidelity	fidelity	NOUN
fcis-17465	8	22	in	in	ADP
fcis-17465	8	23	gray	gray	ADJ
fcis-17465	8	24	and	and	CCONJ
fcis-17465	8	25	white	white	ADJ
fcis-17465	8	26	regions	region	NOUN
fcis-17465	8	27	,	,	PUNCT
fcis-17465	8	28	yielding	yield	VERB
fcis-17465	8	29	aesthetically	aesthetically	ADV
fcis-17465	8	30	pleasing	pleasing	ADJ
fcis-17465	8	31	outcomes	outcome	NOUN
fcis-17465	8	32	.	.	PUNCT
fcis-17465	9	1	keywords	keyword	NOUN
fcis-17465	9	2	:	:	PUNCT
fcis-17465	9	3	the	the	DET
fcis-17465	9	4	dark	dark	ADJ
fcis-17465	9	5	channel	channel	NOUN
fcis-17465	9	6	priori	priori	ADJ
fcis-17465	9	7	dehaze	dehaze	NOUN
fcis-17465	9	8	algorithm	algorithm	NOUN
fcis-17465	9	9	;	;	PUNCT
fcis-17465	9	10	guided	guide	VERB
fcis-17465	9	11	filtering	filtering	NOUN
fcis-17465	9	12	;	;	PUNCT
fcis-17465	9	13	minimum	minimum	ADJ
fcis-17465	9	14	filtering	filtering	NOUN
fcis-17465	9	15	.	.	PUNCT
fcis-17465	10	1	1	1	X
fcis-17465	10	2	.	.	X
fcis-17465	10	3	background	background	NOUN
fcis-17465	10	4	as	as	SCONJ
fcis-17465	10	5	society	society	NOUN
fcis-17465	10	6	progresses	progress	VERB
fcis-17465	10	7	,	,	PUNCT
fcis-17465	10	8	environmental	environmental	ADJ
fcis-17465	10	9	pollution	pollution	NOUN
fcis-17465	10	10	is	be	AUX
fcis-17465	10	11	on	on	ADP
fcis-17465	10	12	the	the	DET
fcis-17465	10	13	rise	rise	NOUN
fcis-17465	10	14	,	,	PUNCT
fcis-17465	10	15	leading	lead	VERB
fcis-17465	10	16	to	to	ADP
fcis-17465	10	17	more	more	ADV
fcis-17465	10	18	frequent	frequent	ADJ
fcis-17465	10	19	instances	instance	NOUN
fcis-17465	10	20	of	of	ADP
fcis-17465	10	21	haze	haze	NOUN
fcis-17465	10	22	in	in	ADP
fcis-17465	10	23	cities	city	NOUN
fcis-17465	10	24	.	.	PUNCT
fcis-17465	11	1	this	this	DET
fcis-17465	11	2	haze	haze	NOUN
fcis-17465	11	3	poses	pose	VERB
fcis-17465	11	4	risks	risk	NOUN
fcis-17465	11	5	to	to	ADP
fcis-17465	11	6	public	public	ADJ
fcis-17465	11	7	health	health	NOUN
fcis-17465	11	8	and	and	CCONJ
fcis-17465	11	9	presents	present	VERB
fcis-17465	11	10	challenges	challenge	NOUN
fcis-17465	11	11	for	for	ADP
fcis-17465	11	12	computer	computer	NOUN
fcis-17465	11	13	vision	vision	NOUN
fcis-17465	11	14	systems	system	NOUN
fcis-17465	11	15	that	that	PRON
fcis-17465	11	16	heavily	heavily	ADV
fcis-17465	11	17	rely	rely	VERB
fcis-17465	11	18	on	on	ADP
fcis-17465	11	19	image	image	NOUN
fcis-17465	11	20	data	datum	NOUN
fcis-17465	11	21	.	.	PUNCT
fcis-17465	12	1	images	image	NOUN
fcis-17465	12	2	captured	capture	VERB
fcis-17465	12	3	during	during	ADP
fcis-17465	12	4	hazy	hazy	ADJ
fcis-17465	12	5	conditions	condition	NOUN
fcis-17465	12	6	typically	typically	ADV
fcis-17465	12	7	exhibit	exhibit	VERB
fcis-17465	12	8	characteristics	characteristic	NOUN
fcis-17465	12	9	such	such	ADJ
fcis-17465	12	10	as	as	ADP
fcis-17465	12	11	low	low	ADJ
fcis-17465	12	12	contrast	contrast	NOUN
fcis-17465	12	13	,	,	PUNCT
fcis-17465	12	14	reduced	reduced	ADJ
fcis-17465	12	15	saturation	saturation	NOUN
fcis-17465	12	16	,	,	PUNCT
fcis-17465	12	17	as	as	ADV
fcis-17465	12	18	well	well	ADV
fcis-17465	12	19	as	as	ADP
fcis-17465	12	20	color	color	NOUN
fcis-17465	12	21	distortion	distortion	NOUN
fcis-17465	12	22	and	and	CCONJ
fcis-17465	12	23	offset	offset	NOUN
fcis-17465	12	24	issues	issue	NOUN
fcis-17465	12	25	.	.	PUNCT
fcis-17465	13	1	therefore	therefore	ADV
fcis-17465	13	2	,	,	PUNCT
fcis-17465	13	3	the	the	DET
fcis-17465	13	4	primary	primary	ADJ
fcis-17465	13	5	goal	goal	NOUN
fcis-17465	13	6	of	of	ADP
fcis-17465	13	7	this	this	DET
fcis-17465	13	8	research	research	NOUN
fcis-17465	13	9	project	project	NOUN
fcis-17465	13	10	is	be	AUX
fcis-17465	13	11	to	to	PART
fcis-17465	13	12	develop	develop	VERB
fcis-17465	13	13	a	a	DET
fcis-17465	13	14	straightforward	straightforward	ADJ
fcis-17465	13	15	yet	yet	CCONJ
fcis-17465	13	16	efficient	efficient	ADJ
fcis-17465	13	17	image	image	NOUN
fcis-17465	13	18	dehazing	dehazing	NOUN
fcis-17465	13	19	technique	technique	NOUN
fcis-17465	13	20	to	to	PART
fcis-17465	13	21	enhance	enhance	VERB
fcis-17465	13	22	the	the	DET
fcis-17465	13	23	clarity	clarity	NOUN
fcis-17465	13	24	and	and	CCONJ
fcis-17465	13	25	quality	quality	NOUN
fcis-17465	13	26	of	of	ADP
fcis-17465	13	27	hazy	hazy	ADJ
fcis-17465	13	28	images	image	NOUN
fcis-17465	13	29	.	.	PUNCT
fcis-17465	14	1	2	2	X
fcis-17465	14	2	.	.	X
fcis-17465	14	3	principle	principle	ADJ
fcis-17465	14	4	analysis	analysis	NOUN
fcis-17465	14	5	of	of	ADP
fcis-17465	14	6	the	the	DET
fcis-17465	14	7	dark	dark	ADJ
fcis-17465	14	8	channel	channel	NOUN
fcis-17465	14	9	2.1	2.1	NUM
fcis-17465	14	10	.	.	PUNCT
fcis-17465	15	1	prior	prior	ADJ
fcis-17465	15	2	theory	theory	NOUN
fcis-17465	15	3	this	this	DET
fcis-17465	15	4	paper	paper	NOUN
fcis-17465	15	5	implements	implement	VERB
fcis-17465	15	6	a	a	DET
fcis-17465	15	7	dark	dark	ADJ
fcis-17465	15	8	channel	channel	NOUN
fcis-17465	15	9	dehazing	dehazing	NOUN
fcis-17465	15	10	algorithm	algorithm	NOUN
fcis-17465	15	11	based	base	VERB
fcis-17465	15	12	on	on	ADP
fcis-17465	15	13	guided	guide	VERB
fcis-17465	15	14	filtering	filtering	NOUN
fcis-17465	15	15	,	,	PUNCT
fcis-17465	15	16	and	and	CCONJ
fcis-17465	15	17	the	the	DET
fcis-17465	15	18	theoretical	theoretical	ADJ
fcis-17465	15	19	basis	basis	NOUN
fcis-17465	15	20	is	be	AUX
fcis-17465	15	21	dr	dr	PROPN
fcis-17465	15	22	.	.	PROPN
fcis-17465	15	23	kaiming	kaiming	PROPN
fcis-17465	15	24	.	.	PUNCT
fcis-17465	16	1	he	he	PRON
fcis-17465	16	2	's	be	AUX
fcis-17465	16	3	dark	dark	ADJ
fcis-17465	16	4	channel	channel	NOUN
fcis-17465	16	5	dehazing	dehaze	VERB
fcis-17465	16	6	algorithm	algorithm	NOUN
fcis-17465	17	1	[	[	X
fcis-17465	17	2	1	1	NUM
fcis-17465	17	3	]	]	X
fcis-17465	17	4	(	(	PUNCT
fcis-17465	17	5	cvpr	cvpr	NOUN
fcis-17465	17	6	):	):	PUNCT
fcis-17465	17	7	single	single	ADJ
fcis-17465	17	8	image	image	NOUN
fcis-17465	17	9	haze	haze	NOUN
fcis-17465	17	10	removal	removal	NOUN
fcis-17465	17	11	using	use	VERB
fcis-17465	17	12	dark	dark	ADJ
fcis-17465	17	13	channel	channel	NOUN
fcis-17465	17	14	prior	prior	ADV
fcis-17465	17	15	,	,	PUNCT
fcis-17465	17	16	his	his	PRON
fcis-17465	17	17	paper	paper	NOUN
fcis-17465	17	18	counts	count	VERB
fcis-17465	17	19	the	the	DET
fcis-17465	17	20	features	feature	NOUN
fcis-17465	17	21	of	of	ADP
fcis-17465	17	22	more	more	ADJ
fcis-17465	17	23	than	than	ADP
fcis-17465	17	24	5,000	5,000	NUM
fcis-17465	17	25	images	image	NOUN
fcis-17465	17	26	and	and	CCONJ
fcis-17465	17	27	proves	prove	VERB
fcis-17465	17	28	the	the	DET
fcis-17465	17	29	universality	universality	NOUN
fcis-17465	17	30	of	of	ADP
fcis-17465	17	31	the	the	DET
fcis-17465	17	32	dark	dark	ADJ
fcis-17465	17	33	channel	channel	NOUN
fcis-17465	17	34	prior	prior	ADJ
fcis-17465	17	35	theory	theory	NOUN
fcis-17465	17	36	.	.	PUNCT
fcis-17465	18	1	2.2	2.2	NUM
fcis-17465	18	2	.	.	PUNCT
fcis-17465	18	3	dark	dark	PROPN
fcis-17465	18	4	channel	channel	PROPN
fcis-17465	18	5	a	a	PRON
fcis-17465	18	6	priori	priori	ADV
fcis-17465	18	7	within	within	ADP
fcis-17465	18	8	most	most	ADJ
fcis-17465	18	9	images	image	NOUN
fcis-17465	18	10	in	in	ADP
fcis-17465	18	11	the	the	DET
fcis-17465	18	12	local	local	ADJ
fcis-17465	18	13	region	region	NOUN
fcis-17465	18	14	,	,	PUNCT
fcis-17465	18	15	some	some	DET
fcis-17465	18	16	pixels	pixel	NOUN
fcis-17465	18	17	consistently	consistently	ADV
fcis-17465	18	18	have	have	VERB
fcis-17465	18	19	at	at	ADV
fcis-17465	18	20	least	least	ADJ
fcis-17465	18	21	one	one	NUM
fcis-17465	18	22	-	-	PUNCT
fcis-17465	18	23	color	color	NOUN
fcis-17465	18	24	channel	channel	NOUN
fcis-17465	18	25	with	with	ADP
fcis-17465	18	26	a	a	DET
fcis-17465	18	27	very	very	ADV
fcis-17465	18	28	low	low	ADJ
fcis-17465	18	29	value	value	NOUN
fcis-17465	18	30	,	,	PUNCT
fcis-17465	18	31	leading	lead	VERB
fcis-17465	18	32	to	to	ADP
fcis-17465	18	33	a	a	DET
fcis-17465	18	34	minimum	minimum	ADJ
fcis-17465	18	35	light	light	NOUN
fcis-17465	18	36	intensity	intensity	NOUN
fcis-17465	18	37	value	value	NOUN
fcis-17465	18	38	that	that	PRON
fcis-17465	18	39	is	be	AUX
fcis-17465	18	40	very	very	ADV
fcis-17465	18	41	small	small	ADJ
fcis-17465	18	42	[	[	X
fcis-17465	18	43	2	2	NUM
fcis-17465	18	44	]	]	PUNCT
fcis-17465	18	45	.	.	PUNCT
fcis-17465	19	1	the	the	DET
fcis-17465	19	2	dark	dark	ADJ
fcis-17465	19	3	channel	channel	NOUN
fcis-17465	19	4	for	for	ADP
fcis-17465	19	5	any	any	DET
fcis-17465	19	6	input	input	NOUN
fcis-17465	19	7	image	image	NOUN
fcis-17465	19	8	is	be	AUX
fcis-17465	19	9	defined	define	VERB
fcis-17465	19	10	mathematically	mathematically	ADV
fcis-17465	19	11	by	by	ADP
fcis-17465	19	12	the	the	DET
fcis-17465	19	13	following	follow	VERB
fcis-17465	19	14	equation	equation	NOUN
fcis-17465	19	15	:	:	PUNCT
fcis-17465	19	16	min	min	PROPN
fcis-17465	19	17	∈	∈	PROPN
fcis-17465	19	18	min	min	PROPN
fcis-17465	19	19	∈	∈	PROPN
fcis-17465	19	20	,	,	PUNCT
fcis-17465	19	21	,	,	PUNCT
fcis-17465	19	22	(	(	PUNCT
fcis-17465	19	23	1	1	X
fcis-17465	19	24	)	)	PUNCT
fcis-17465	19	25	in	in	ADP
fcis-17465	19	26	this	this	DET
fcis-17465	19	27	equation	equation	NOUN
fcis-17465	19	28	indicates	indicate	VERB
fcis-17465	19	29	each	each	DET
fcis-17465	19	30	channel	channel	NOUN
fcis-17465	19	31	of	of	ADP
fcis-17465	19	32	the	the	DET
fcis-17465	19	33	color	color	NOUN
fcis-17465	19	34	image	image	NOUN
fcis-17465	19	35	,	,	PUNCT
fcis-17465	19	36	and	and	CCONJ
fcis-17465	19	37	indicates	indicate	VERB
fcis-17465	19	38	a	a	DET
fcis-17465	19	39	window	window	NOUN
fcis-17465	19	40	centered	center	VERB
fcis-17465	19	41	on	on	ADP
fcis-17465	19	42	pixel	pixel	PROPN
fcis-17465	19	43	.it	.it	PROPN
fcis-17465	19	44	’s	’s	PART
fcis-17465	19	45	very	very	ADV
fcis-17465	19	46	simple	simple	ADJ
fcis-17465	19	47	to	to	PART
fcis-17465	19	48	achieve	achieve	VERB
fcis-17465	19	49	this	this	DET
fcis-17465	19	50	expression	expression	NOUN
fcis-17465	19	51	.	.	PUNCT
fcis-17465	20	1	initially	initially	ADV
fcis-17465	20	2	,	,	PUNCT
fcis-17465	20	3	we	we	PRON
fcis-17465	20	4	calculate	calculate	VERB
fcis-17465	20	5	the	the	DET
fcis-17465	20	6	minimum	minimum	ADJ
fcis-17465	20	7	value	value	NOUN
fcis-17465	20	8	for	for	ADP
fcis-17465	20	9	each	each	DET
fcis-17465	20	10	channel	channel	NOUN
fcis-17465	20	11	of	of	ADP
fcis-17465	20	12	the	the	DET
fcis-17465	20	13	image	image	NOUN
fcis-17465	20	14	,	,	PUNCT
fcis-17465	20	15	followed	follow	VERB
fcis-17465	20	16	by	by	ADP
fcis-17465	20	17	applying	apply	VERB
fcis-17465	20	18	a	a	DET
fcis-17465	20	19	minimum	minimum	ADJ
fcis-17465	20	20	filtering	filtering	NOUN
fcis-17465	20	21	process	process	NOUN
fcis-17465	20	22	to	to	PART
fcis-17465	20	23	obtain	obtain	VERB
fcis-17465	20	24	a	a	DET
fcis-17465	20	25	grayscale	grayscale	NOUN
fcis-17465	20	26	image.[3	image.[3	NOUN
fcis-17465	20	27	]	]	PUNCT
fcis-17465	20	28	.	.	PUNCT
fcis-17465	21	1	(	(	PUNCT
fcis-17465	21	2	a	a	X
fcis-17465	21	3	)	)	PUNCT
fcis-17465	21	4	(	(	PUNCT
fcis-17465	21	5	b	b	X
fcis-17465	21	6	)	)	PUNCT
fcis-17465	21	7	fig	fig	NOUN
fcis-17465	21	8	1	1	NUM
fcis-17465	21	9	.	.	PUNCT
fcis-17465	22	1	(	(	PUNCT
fcis-17465	22	2	a	a	X
fcis-17465	22	3	)	)	PUNCT
fcis-17465	22	4	the	the	DET
fcis-17465	22	5	original	original	ADJ
fcis-17465	22	6	images	image	NOUN
fcis-17465	22	7	;	;	PUNCT
fcis-17465	22	8	(	(	PUNCT
fcis-17465	22	9	b)the	b)the	NOUN
fcis-17465	22	10	images	image	NOUN
fcis-17465	22	11	after	after	ADP
fcis-17465	22	12	minimum	minimum	ADJ
fcis-17465	22	13	filtering	filter	VERB
fcis-17465	22	14	the	the	DET
fcis-17465	22	15	window	window	NOUN
fcis-17465	22	16	size	size	NOUN
fcis-17465	22	17	used	use	VERB
fcis-17465	22	18	in	in	ADP
fcis-17465	22	19	this	this	DET
fcis-17465	22	20	experiment	experiment	NOUN
fcis-17465	22	21	takes	take	VERB
fcis-17465	22	22	the	the	DET
fcis-17465	22	23	value	value	NOUN
fcis-17465	22	24	of	of	ADP
fcis-17465	22	25	16	16	NUM
fcis-17465	22	26	,	,	PUNCT
fcis-17465	22	27	when	when	SCONJ
fcis-17465	22	28	performing	perform	VERB
fcis-17465	22	29	the	the	DET
fcis-17465	22	30	minimum	minimum	ADJ
fcis-17465	22	31	value	value	NOUN
fcis-17465	22	32	filtering	filtering	NOUN
fcis-17465	22	33	,	,	PUNCT
fcis-17465	22	34	due	due	ADP
fcis-17465	22	35	to	to	ADP
fcis-17465	22	36	the	the	DET
fcis-17465	22	37	algorithm	algorithm	NOUN
fcis-17465	22	38	's	's	PART
fcis-17465	22	39	own	own	ADJ
fcis-17465	22	40	problems	problem	NOUN
fcis-17465	22	41	,	,	PUNCT
fcis-17465	22	42	there	there	PRON
fcis-17465	22	43	will	will	AUX
fcis-17465	22	44	be	be	AUX
fcis-17465	22	45	a	a	DET
fcis-17465	22	46	black	black	ADJ
fcis-17465	22	47	edge	edge	NOUN
fcis-17465	22	48	of	of	ADP
fcis-17465	22	49	the	the	DET
fcis-17465	22	50	pane	pane	NOUN
fcis-17465	22	51	size	size	NOUN
fcis-17465	22	52	,	,	PUNCT
fcis-17465	22	53	so	so	SCONJ
fcis-17465	22	54	it	it	PRON
fcis-17465	22	55	is	be	AUX
fcis-17465	22	56	necessary	necessary	ADJ
fcis-17465	22	57	to	to	PART
fcis-17465	22	58	expand	expand	VERB
fcis-17465	22	59	the	the	DET
fcis-17465	22	60	image	image	NOUN
fcis-17465	22	61	first	first	ADV
fcis-17465	22	62	.	.	PUNCT
fcis-17465	23	1	the	the	DET
fcis-17465	23	2	size	size	NOUN
fcis-17465	23	3	of	of	ADP
fcis-17465	23	4	the	the	DET
fcis-17465	23	5	expansion	expansion	NOUN
fcis-17465	23	6	is	be	AUX
fcis-17465	23	7	the	the	DET
fcis-17465	23	8	size	size	NOUN
fcis-17465	23	9	of	of	ADP
fcis-17465	23	10	the	the	DET
fcis-17465	23	11	window	window	NOUN
fcis-17465	23	12	pane	pane	NOUN
fcis-17465	23	13	,	,	PUNCT
fcis-17465	23	14	and	and	CCONJ
fcis-17465	23	15	the	the	DET
fcis-17465	23	16	expanded	expand	VERB
fcis-17465	23	17	value	value	NOUN
fcis-17465	23	18	is	be	AUX
fcis-17465	23	19	obtained	obtain	VERB
fcis-17465	23	20	by	by	ADP
fcis-17465	23	21	copying	copy	VERB
fcis-17465	23	22	the	the	DET
fcis-17465	23	23	outermost	outermost	ADJ
fcis-17465	23	24	value	value	NOUN
fcis-17465	23	25	of	of	ADP
fcis-17465	23	26	the	the	DET
fcis-17465	23	27	pixel	pixel	PROPN
fcis-17465	23	28	matrix	matrix	NOUN
fcis-17465	23	29	,	,	PUNCT
fcis-17465	23	30	and	and	CCONJ
fcis-17465	23	31	then	then	ADV
fcis-17465	23	32	the	the	DET
fcis-17465	23	33	image	image	NOUN
fcis-17465	23	34	after	after	SCONJ
fcis-17465	23	35	the	the	DET
fcis-17465	23	36	minimax	minimax	NOUN
fcis-17465	23	37	filter	filter	NOUN
fcis-17465	23	38	is	be	AUX
fcis-17465	23	39	obtained	obtain	VERB
fcis-17465	23	40	,	,	PUNCT
fcis-17465	23	41	as	as	SCONJ
fcis-17465	23	42	shown	show	VERB
fcis-17465	23	43	in	in	ADP
fcis-17465	23	44	fig	fig	NOUN
fcis-17465	23	45	.1	.1	NOUN
fcis-17465	23	46	.	.	PUNCT
fcis-17465	24	1	the	the	DET
fcis-17465	24	2	original	original	ADJ
fcis-17465	24	3	images	image	NOUN
fcis-17465	24	4	waiting	wait	VERB
fcis-17465	24	5	to	to	PART
fcis-17465	24	6	be	be	AUX
fcis-17465	24	7	dehazed	dehaze	VERB
fcis-17465	24	8	,	,	PUNCT
fcis-17465	24	9	and	and	CCONJ
fcis-17465	24	10	removed	remove	VERB
fcis-17465	24	11	the	the	DET
fcis-17465	24	12	minimum	minimum	ADJ
fcis-17465	24	13	value	value	NOUN
fcis-17465	24	14	of	of	ADP
fcis-17465	24	15	their	their	PRON
fcis-17465	24	16	rgb	rgb	PROPN
fcis-17465	24	17	,	,	PUNCT
fcis-17465	24	18	the	the	DET
fcis-17465	24	19	right	right	ADJ
fcis-17465	24	20	images	image	NOUN
fcis-17465	24	21	are	be	AUX
fcis-17465	24	22	images	image	NOUN
fcis-17465	24	23	after	after	ADP
fcis-17465	24	24	minimum	minimum	ADJ
fcis-17465	24	25	filtering	filtering	NOUN
fcis-17465	25	1	[	[	X
fcis-17465	25	2	4	4	NUM
fcis-17465	25	3	]	]	PUNCT
fcis-17465	25	4	.	.	PUNCT
fcis-17465	26	1	the	the	DET
fcis-17465	26	2	gray	gray	ADJ
fcis-17465	26	3	square	square	NOUN
fcis-17465	26	4	in	in	ADP
fcis-17465	26	5	the	the	DET
fcis-17465	26	6	right	right	ADJ
fcis-17465	26	7	figure	figure	NOUN
fcis-17465	26	8	is	be	AUX
fcis-17465	26	9	the	the	DET
fcis-17465	26	10	pane	pane	NOUN
fcis-17465	26	11	mentioned	mention	VERB
fcis-17465	26	12	previously	previously	ADV
fcis-17465	26	13	,	,	PUNCT
fcis-17465	26	14	the	the	DET
fcis-17465	26	15	pane	pane	NOUN
fcis-17465	26	16	generally	generally	ADV
fcis-17465	26	17	take	take	VERB
fcis-17465	26	18	the	the	DET
fcis-17465	26	19	7	7	NUM
fcis-17465	26	20	value	value	NOUN
fcis-17465	26	21	of	of	ADP
fcis-17465	26	22	16	16	NUM
fcis-17465	26	23	-	-	SYM
fcis-17465	26	24	30	30	NUM
fcis-17465	26	25	,	,	PUNCT
fcis-17465	26	26	in	in	ADP
fcis-17465	26	27	which	which	DET
fcis-17465	26	28	range	range	NOUN
fcis-17465	26	29	,	,	PUNCT
fcis-17465	26	30	the	the	DET
fcis-17465	26	31	results	result	NOUN
fcis-17465	26	32	of	of	ADP
fcis-17465	26	33	image	image	NOUN
fcis-17465	26	34	minimum	minimum	NOUN
fcis-17465	26	35	filtering	filtering	NOUN
fcis-17465	26	36	is	be	AUX
fcis-17465	26	37	the	the	DET
fcis-17465	26	38	best	good	ADJ
fcis-17465	26	39	.	.	PUNCT
fcis-17465	27	1	every	every	DET
fcis-17465	27	2	color	color	NOUN
fcis-17465	27	3	image	image	NOUN
fcis-17465	27	4	will	will	AUX
fcis-17465	27	5	have	have	VERB
fcis-17465	27	6	such	such	DET
fcis-17465	27	7	a	a	DET
fcis-17465	27	8	dark	dark	ADJ
fcis-17465	27	9	channel	channel	NOUN
fcis-17465	27	10	,	,	PUNCT
fcis-17465	27	11	and	and	CCONJ
fcis-17465	27	12	the	the	DET
fcis-17465	27	13	dark	dark	ADJ
fcis-17465	27	14	channel	channel	NOUN
fcis-17465	27	15	a	a	DET
fcis-17465	27	16	priori	priori	ADJ
fcis-17465	27	17	algorithm	algorithm	NOUN
fcis-17465	27	18	states	state	VERB
fcis-17465	27	19	that	that	SCONJ
fcis-17465	27	20	:	:	PUNCT
fcis-17465	27	21	→	→	SYM
fcis-17465	27	22	0	0	NUM
fcis-17465	27	23	(	(	PUNCT
fcis-17465	27	24	2	2	X
fcis-17465	27	25	)	)	PUNCT
fcis-17465	27	26	there	there	PRON
fcis-17465	27	27	are	be	VERB
fcis-17465	27	28	three	three	NUM
fcis-17465	27	29	main	main	ADJ
fcis-17465	27	30	reasons	reason	NOUN
fcis-17465	27	31	for	for	ADP
fcis-17465	27	32	low	low	ADJ
fcis-17465	27	33	dark	dark	ADJ
fcis-17465	27	34	channel	channel	NOUN
fcis-17465	27	35	values	value	NOUN
fcis-17465	27	36	:	:	PUNCT
fcis-17465	27	37	1	1	X
fcis-17465	27	38	.	.	NUM
fcis-17465	27	39	shadows	shadow	NOUN
fcis-17465	27	40	,	,	PUNCT
fcis-17465	27	41	such	such	ADJ
fcis-17465	27	42	as	as	ADP
fcis-17465	27	43	those	those	DET
fcis-17465	27	44	inside	inside	ADJ
fcis-17465	27	45	vehicles	vehicle	NOUN
fcis-17465	27	46	,	,	PUNCT
fcis-17465	27	47	buildings	building	NOUN
fcis-17465	27	48	,	,	PUNCT
fcis-17465	27	49	and	and	CCONJ
fcis-17465	27	50	windows	window	NOUN
fcis-17465	27	51	in	in	ADP
fcis-17465	27	52	cityscape	cityscape	NOUN
fcis-17465	27	53	images	image	NOUN
fcis-17465	27	54	,	,	PUNCT
fcis-17465	27	55	or	or	CCONJ
fcis-17465	27	56	on	on	ADP
fcis-17465	27	57	foliage	foliage	NOUN
fcis-17465	27	58	,	,	PUNCT
fcis-17465	27	59	trees	tree	NOUN
fcis-17465	27	60	,	,	PUNCT
fcis-17465	27	61	and	and	CCONJ
fcis-17465	27	62	rocks	rock	NOUN
fcis-17465	27	63	in	in	ADP
fcis-17465	27	64	landscape	landscape	NOUN
fcis-17465	27	65	images	image	NOUN
fcis-17465	27	66	;	;	PUNCT
fcis-17465	27	67	2	2	X
fcis-17465	27	68	.	.	X
fcis-17465	27	69	colorful	colorful	ADJ
fcis-17465	27	70	objects	object	NOUN
fcis-17465	27	71	or	or	CCONJ
fcis-17465	27	72	surfaces	surface	NOUN
fcis-17465	27	73	,	,	PUNCT
fcis-17465	27	74	such	such	ADJ
fcis-17465	27	75	as	as	ADP
fcis-17465	27	76	objects	object	NOUN
fcis-17465	27	77	with	with	ADP
fcis-17465	27	78	low	low	ADJ
fcis-17465	27	79	reflectivity	reflectivity	NOUN
fcis-17465	27	80	in	in	ADP
fcis-17465	27	81	any	any	PRON
fcis-17465	27	82	of	of	ADP
fcis-17465	27	83	the	the	DET
fcis-17465	27	84	color	color	NOUN
fcis-17465	27	85	channels	channel	NOUN
fcis-17465	27	86	(	(	PUNCT
fcis-17465	27	87	green	green	ADJ
fcis-17465	27	88	grass	grass	NOUN
fcis-17465	27	89	/	/	SYM
fcis-17465	27	90	trees	tree	NOUN
fcis-17465	27	91	/	/	SYM
fcis-17465	27	92	plants	plant	NOUN
fcis-17465	27	93	,	,	PUNCT
fcis-17465	27	94	red	red	ADJ
fcis-17465	27	95	or	or	CCONJ
fcis-17465	27	96	yellow	yellow	ADJ
fcis-17465	27	97	flowers	flower	NOUN
fcis-17465	27	98	/	/	SYM
fcis-17465	27	99	leaves	leave	NOUN
fcis-17465	27	100	,	,	PUNCT
fcis-17465	27	101	and	and	CCONJ
fcis-17465	27	102	blue	blue	ADJ
fcis-17465	27	103	water	water	NOUN
fcis-17465	27	104	)	)	PUNCT
fcis-17465	27	105	will	will	AUX
fcis-17465	27	106	result	result	VERB
fcis-17465	27	107	in	in	ADP
fcis-17465	27	108	low	low	ADJ
fcis-17465	27	109	values	value	NOUN
fcis-17465	27	110	in	in	ADP
fcis-17465	27	111	the	the	DET
fcis-17465	27	112	dark	dark	ADJ
fcis-17465	27	113	channel	channel	NOUN
fcis-17465	27	114	.	.	PUNCT
fcis-17465	28	1	3	3	X
fcis-17465	28	2	.	.	X
fcis-17465	28	3	dark	dark	ADJ
fcis-17465	28	4	objects	object	NOUN
fcis-17465	28	5	or	or	CCONJ
fcis-17465	28	6	surfaces	surface	NOUN
fcis-17465	28	7	such	such	ADJ
fcis-17465	28	8	as	as	ADP
fcis-17465	28	9	dark	dark	ADJ
fcis-17465	28	10	tree	tree	NOUN
fcis-17465	28	11	trunks	trunk	NOUN
fcis-17465	28	12	and	and	CCONJ
fcis-17465	28	13	rocks	rock	NOUN
fcis-17465	28	14	.	.	PUNCT
fcis-17465	29	1	since	since	SCONJ
fcis-17465	29	2	outdoor	outdoor	ADJ
fcis-17465	29	3	nature	nature	NOUN
fcis-17465	29	4	images	image	NOUN
fcis-17465	29	5	are	be	AUX
fcis-17465	29	6	usually	usually	ADV
fcis-17465	29	7	colorful	colorful	ADJ
fcis-17465	29	8	and	and	CCONJ
fcis-17465	29	9	hazy	hazy	ADJ
fcis-17465	29	10	,	,	PUNCT
fcis-17465	29	11	the	the	DET
fcis-17465	29	12	dark	dark	ADJ
fcis-17465	29	13	channel	channel	NOUN
fcis-17465	29	14	of	of	ADP
fcis-17465	29	15	these	these	DET
fcis-17465	29	16	images	image	NOUN
fcis-17465	29	17	is	be	AUX
fcis-17465	29	18	dark	dark	ADJ
fcis-17465	29	19	;	;	PUNCT
fcis-17465	29	20	2.3	2.3	NUM
fcis-17465	29	21	.	.	PUNCT
fcis-17465	29	22	hazy	hazy	ADJ
fcis-17465	29	23	image	image	NOUN
fcis-17465	29	24	imaging	imaging	NOUN
fcis-17465	29	25	model	model	NOUN
fcis-17465	29	26	a	a	DET
fcis-17465	29	27	model	model	NOUN
fcis-17465	29	28	widely	widely	ADV
fcis-17465	29	29	used	use	VERB
fcis-17465	29	30	in	in	ADP
fcis-17465	29	31	computer	computer	NOUN
fcis-17465	29	32	vision	vision	NOUN
fcis-17465	29	33	and	and	CCONJ
fcis-17465	29	34	computer	computer	NOUN
fcis-17465	29	35	graphics	graphic	NOUN
fcis-17465	29	36	to	to	PART
fcis-17465	29	37	describe	describe	VERB
fcis-17465	29	38	haze	haze	NOUN
fcis-17465	29	39	image	image	NOUN
fcis-17465	29	40	formation	formation	NOUN
fcis-17465	29	41	is	be	AUX
fcis-17465	29	42	shown	show	VERB
fcis-17465	29	43	below	below	ADP
fcis-17465	29	44	:	:	PUNCT
fcis-17465	29	45	1	1	NUM
fcis-17465	29	46	(	(	PUNCT
fcis-17465	29	47	3	3	NUM
fcis-17465	29	48	)	)	PUNCT
fcis-17465	29	49	in	in	ADP
fcis-17465	29	50	the	the	DET
fcis-17465	29	51	equation	equation	NOUN
fcis-17465	29	52	is	be	AUX
fcis-17465	29	53	the	the	DET
fcis-17465	29	54	original	original	ADJ
fcis-17465	29	55	image	image	NOUN
fcis-17465	29	56	,	,	PUNCT
fcis-17465	29	57	is	be	AUX
fcis-17465	29	58	the	the	DET
fcis-17465	29	59	image	image	NOUN
fcis-17465	29	60	processed	process	VERB
fcis-17465	29	61	without	without	ADP
fcis-17465	29	62	haze	haze	NOUN
fcis-17465	29	63	,	,	PUNCT
fcis-17465	29	64	a	a	PRON
fcis-17465	29	65	is	be	AUX
fcis-17465	29	66	the	the	DET
fcis-17465	29	67	global	global	ADJ
fcis-17465	29	68	atmospheric	atmospheric	ADJ
fcis-17465	29	69	light	light	NOUN
fcis-17465	29	70	component	component	NOUN
fcis-17465	29	71	,	,	PUNCT
fcis-17465	29	72	and	and	CCONJ
fcis-17465	29	73	is	be	AUX
fcis-17465	29	74	the	the	DET
fcis-17465	29	75	transmittance	transmittance	NOUN
fcis-17465	29	76	.	.	PUNCT
fcis-17465	30	1	now	now	ADV
fcis-17465	30	2	the	the	DET
fcis-17465	30	3	known	know	VERB
fcis-17465	30	4	condition	condition	NOUN
fcis-17465	30	5	is	be	AUX
fcis-17465	30	6	,	,	PUNCT
fcis-17465	30	7	and	and	CCONJ
fcis-17465	30	8	it	it	PRON
fcis-17465	30	9	is	be	AUX
fcis-17465	30	10	obvious	obvious	ADJ
fcis-17465	30	11	that	that	PRON
fcis-17465	30	12	can	can	AUX
fcis-17465	30	13	not	not	PART
fcis-17465	30	14	be	be	AUX
fcis-17465	30	15	derived	derive	VERB
fcis-17465	30	16	directly	directly	ADV
fcis-17465	30	17	to	to	PART
fcis-17465	30	18	get	get	VERB
fcis-17465	30	19	the	the	DET
fcis-17465	30	20	haze	haze	NOUN
fcis-17465	30	21	-	-	PUNCT
fcis-17465	30	22	less	less	ADJ
fcis-17465	30	23	image	image	NOUN
fcis-17465	30	24	due	due	ADP
fcis-17465	30	25	to	to	ADP
fcis-17465	30	26	the	the	DET
fcis-17465	30	27	presence	presence	NOUN
fcis-17465	30	28	of	of	ADP
fcis-17465	30	29	unknowns	unknown	NOUN
fcis-17465	30	30	.	.	PUNCT
fcis-17465	31	1	there	there	PRON
fcis-17465	31	2	is	be	VERB
fcis-17465	31	3	a	a	DET
fcis-17465	31	4	need	need	NOUN
fcis-17465	31	5	to	to	PART
fcis-17465	31	6	get	get	VERB
fcis-17465	31	7	some	some	DET
fcis-17465	31	8	images	image	NOUN
fcis-17465	31	9	like	like	ADP
fcis-17465	31	10	the	the	DET
fcis-17465	31	11	dark	dark	ADJ
fcis-17465	31	12	channel	channel	NOUN
fcis-17465	31	13	prior	prior	ADV
fcis-17465	31	14	,	,	PUNCT
fcis-17465	31	15	so	so	CCONJ
fcis-17465	31	16	the	the	DET
fcis-17465	31	17	formula	formula	NOUN
fcis-17465	31	18	is	be	AUX
fcis-17465	31	19	deformed	deform	VERB
fcis-17465	31	20	below	below	ADV
fcis-17465	31	21	:	:	PUNCT
fcis-17465	31	22	c	c	PROPN
fcis-17465	31	23	denotes	denote	VERB
fcis-17465	31	24	three	three	NUM
fcis-17465	31	25	channels	channel	NOUN
fcis-17465	31	26	1	1	NUM
fcis-17465	31	27	(	(	PUNCT
fcis-17465	31	28	4	4	NUM
fcis-17465	31	29	)	)	PUNCT
fcis-17465	31	30	first	first	ADV
fcis-17465	31	31	assuming	assume	VERB
fcis-17465	31	32	that	that	SCONJ
fcis-17465	31	33	the	the	DET
fcis-17465	31	34	transmittance	transmittance	NOUN
fcis-17465	31	35	is	be	AUX
fcis-17465	31	36	constant	constant	ADJ
fcis-17465	31	37	within	within	ADP
fcis-17465	31	38	each	each	DET
fcis-17465	31	39	window	window	NOUN
fcis-17465	31	40	,	,	PUNCT
fcis-17465	31	41	defining	define	VERB
fcis-17465	31	42	it	it	PRON
fcis-17465	31	43	as	as	ADP
fcis-17465	31	44	̃	̃	PROPN
fcis-17465	31	45	,	,	PUNCT
fcis-17465	31	46	and	and	CCONJ
fcis-17465	31	47	the	the	DET
fcis-17465	31	48	value	value	NOUN
fcis-17465	31	49	of	of	ADP
fcis-17465	31	50	has	have	AUX
fcis-17465	31	51	been	be	AUX
fcis-17465	31	52	given	give	VERB
fcis-17465	31	53	,	,	PUNCT
fcis-17465	31	54	and	and	CCONJ
fcis-17465	31	55	then	then	ADV
fcis-17465	31	56	solving	solve	VERB
fcis-17465	31	57	the	the	DET
fcis-17465	31	58	minimization	minimization	NOUN
fcis-17465	31	59	operation	operation	NOUN
fcis-17465	31	60	twice	twice	ADV
fcis-17465	31	61	on	on	ADP
fcis-17465	31	62	both	both	DET
fcis-17465	31	63	sides	side	NOUN
fcis-17465	31	64	to	to	PART
fcis-17465	31	65	obtain	obtain	VERB
fcis-17465	31	66	the	the	DET
fcis-17465	31	67	following	follow	VERB
fcis-17465	31	68	equation	equation	NOUN
fcis-17465	31	69	:	:	PUNCT
fcis-17465	31	70	min	min	PROPN
fcis-17465	31	71	∈	∈	PROPN
fcis-17465	31	72	min	min	PROPN
fcis-17465	31	73	∈	∈	PROPN
fcis-17465	31	74	,	,	PUNCT
fcis-17465	31	75	,	,	PUNCT
fcis-17465	31	76	̃	̃	NOUN
fcis-17465	31	77	min	min	PROPN
fcis-17465	31	78	∈	∈	PROPN
fcis-17465	31	79	min	min	PROPN
fcis-17465	31	80	∈	∈	PROPN
fcis-17465	31	81	,	,	PUNCT
fcis-17465	31	82	,	,	PUNCT
fcis-17465	31	83	1	1	NUM
fcis-17465	31	84	̃	̃	PROPN
fcis-17465	31	85	(	(	PUNCT
fcis-17465	31	86	5	5	NUM
fcis-17465	31	87	)	)	PUNCT
fcis-17465	31	88	according	accord	VERB
fcis-17465	31	89	to	to	ADP
fcis-17465	31	90	the	the	DET
fcis-17465	31	91	previous	previous	ADJ
fcis-17465	31	92	priori	priori	ADJ
fcis-17465	31	93	theory	theory	NOUN
fcis-17465	31	94	of	of	ADP
fcis-17465	31	95	dark	dark	ADJ
fcis-17465	31	96	channels	channel	NOUN
fcis-17465	31	97	,	,	PUNCT
fcis-17465	31	98	there	there	PRON
fcis-17465	31	99	is	be	VERB
fcis-17465	31	100	the	the	DET
fcis-17465	31	101	following	follow	VERB
fcis-17465	31	102	equation	equation	NOUN
fcis-17465	31	103	:	:	PUNCT
fcis-17465	31	104	min	min	PROPN
fcis-17465	31	105	∈	∈	PROPN
fcis-17465	31	106	min	min	PROPN
fcis-17465	31	107	∈	∈	PROPN
fcis-17465	31	108	,	,	PUNCT
fcis-17465	31	109	,	,	PUNCT
fcis-17465	31	110	0	0	NUM
fcis-17465	31	111	(	(	PUNCT
fcis-17465	31	112	6	6	NUM
fcis-17465	31	113	)	)	PUNCT
fcis-17465	31	114	then	then	ADV
fcis-17465	31	115	the	the	DET
fcis-17465	31	116	estimate	estimate	NOUN
fcis-17465	31	117	of	of	ADP
fcis-17465	31	118	the	the	DET
fcis-17465	31	119	transmittance	transmittance	NOUN
fcis-17465	31	120	is	be	AUX
fcis-17465	31	121	:	:	PUNCT
fcis-17465	31	122	̃	̃	ADJ
fcis-17465	31	123	1	1	NUM
fcis-17465	31	124	min	min	NOUN
fcis-17465	31	125	∈	∈	PROPN
fcis-17465	31	126	min	min	PROPN
fcis-17465	31	127	∈	∈	PROPN
fcis-17465	31	128	,	,	PUNCT
fcis-17465	31	129	,	,	PUNCT
fcis-17465	31	130	(	(	PUNCT
fcis-17465	31	131	7	7	X
fcis-17465	31	132	)	)	PUNCT
fcis-17465	31	133	in	in	ADP
fcis-17465	31	134	real	real	ADJ
fcis-17465	31	135	life	life	NOUN
fcis-17465	31	136	,	,	PUNCT
fcis-17465	31	137	there	there	PRON
fcis-17465	31	138	will	will	AUX
fcis-17465	31	139	be	be	AUX
fcis-17465	31	140	some	some	DET
fcis-17465	31	141	particles	particle	NOUN
fcis-17465	31	142	in	in	ADP
fcis-17465	31	143	the	the	DET
fcis-17465	31	144	air	air	NOUN
fcis-17465	31	145	,	,	PUNCT
fcis-17465	31	146	causing	cause	VERB
fcis-17465	31	147	us	we	PRON
fcis-17465	31	148	to	to	PART
fcis-17465	31	149	feel	feel	VERB
fcis-17465	31	150	the	the	DET
fcis-17465	31	151	effect	effect	NOUN
fcis-17465	31	152	of	of	ADP
fcis-17465	31	153	haze	haze	NOUN
fcis-17465	31	154	when	when	SCONJ
fcis-17465	31	155	looking	look	VERB
fcis-17465	31	156	at	at	ADP
fcis-17465	31	157	distant	distant	ADJ
fcis-17465	31	158	objects[5	objects[5	NOUN
fcis-17465	31	159	]	]	PUNCT
fcis-17465	31	160	.	.	PUNCT
fcis-17465	32	1	if	if	SCONJ
fcis-17465	32	2	remove	remove	VERB
fcis-17465	32	3	it	it	PRON
fcis-17465	32	4	cleanly	cleanly	ADV
fcis-17465	32	5	,	,	PUNCT
fcis-17465	32	6	it	it	PRON
fcis-17465	32	7	will	will	AUX
fcis-17465	32	8	make	make	VERB
fcis-17465	32	9	the	the	DET
fcis-17465	32	10	image	image	NOUN
fcis-17465	32	11	look	look	VERB
fcis-17465	32	12	abnormal	abnormal	ADJ
fcis-17465	32	13	and	and	CCONJ
fcis-17465	32	14	lack	lack	NOUN
fcis-17465	32	15	of	of	ADP
fcis-17465	32	16	realism	realism	NOUN
fcis-17465	32	17	,	,	PUNCT
fcis-17465	32	18	it	it	PRON
fcis-17465	32	19	is	be	AUX
fcis-17465	32	20	necessary	necessary	ADJ
fcis-17465	32	21	to	to	PART
fcis-17465	32	22	save	save	VERB
fcis-17465	32	23	a	a	DET
fcis-17465	32	24	part	part	NOUN
fcis-17465	32	25	of	of	ADP
fcis-17465	32	26	the	the	DET
fcis-17465	32	27	haze	haze	NOUN
fcis-17465	32	28	when	when	SCONJ
fcis-17465	32	29	removing	remove	VERB
fcis-17465	32	30	the	the	DET
fcis-17465	32	31	haze	haze	NOUN
fcis-17465	32	32	.	.	PUNCT
fcis-17465	33	1	this	this	DET
fcis-17465	33	2	design	design	NOUN
fcis-17465	33	3	uses	use	VERB
fcis-17465	33	4	a	a	DET
fcis-17465	33	5	factor	factor	NOUN
fcis-17465	33	6	of	of	ADP
fcis-17465	33	7	[	[	X
fcis-17465	33	8	0	0	NUM
fcis-17465	33	9	,	,	PUNCT
fcis-17465	33	10	1	1	NUM
fcis-17465	33	11	]	]	PUNCT
fcis-17465	33	12	to	to	PART
fcis-17465	33	13	correct	correct	VERB
fcis-17465	33	14	the	the	DET
fcis-17465	33	15	transmittance	transmittance	NOUN
fcis-17465	33	16	,	,	PUNCT
fcis-17465	33	17	the	the	DET
fcis-17465	33	18	correction	correction	NOUN
fcis-17465	33	19	is	be	AUX
fcis-17465	33	20	:	:	PUNCT
fcis-17465	33	21	̃	̃	ADJ
fcis-17465	33	22	1	1	NUM
fcis-17465	33	23	min	min	NOUN
fcis-17465	33	24	∈	∈	PROPN
fcis-17465	33	25	min	min	PROPN
fcis-17465	33	26	∈	∈	PROPN
fcis-17465	33	27	,	,	PUNCT
fcis-17465	33	28	,	,	PUNCT
fcis-17465	33	29	(	(	PUNCT
fcis-17465	33	30	8)	8)	NUM
fcis-17465	33	31	in	in	ADP
fcis-17465	33	32	this	this	DET
fcis-17465	33	33	experiment	experiment	NOUN
fcis-17465	33	34	,	,	PUNCT
fcis-17465	33	35	the	the	DET
fcis-17465	33	36	value	value	NOUN
fcis-17465	33	37	of	of	ADP
fcis-17465	33	38	is	be	AUX
fcis-17465	33	39	0.95	0.95	NUM
fcis-17465	33	40	,	,	PUNCT
fcis-17465	33	41	which	which	PRON
fcis-17465	33	42	is	be	AUX
fcis-17465	33	43	theoretically	theoretically	ADV
fcis-17465	33	44	the	the	DET
fcis-17465	33	45	most	most	ADV
fcis-17465	33	46	consistent	consistent	ADJ
fcis-17465	33	47	with	with	ADP
fcis-17465	33	48	the	the	DET
fcis-17465	33	49	human	human	ADJ
fcis-17465	33	50	visual	visual	ADJ
fcis-17465	33	51	effect	effect	NOUN
fcis-17465	33	52	.	.	PUNCT
fcis-17465	34	1	fig	fig	NOUN
fcis-17465	34	2	.	.	PUNCT
fcis-17465	35	1	2	2	X
fcis-17465	35	2	.	.	X
fcis-17465	35	3	shows	show	VERB
fcis-17465	35	4	the	the	DET
fcis-17465	35	5	original	original	ADJ
fcis-17465	35	6	image	image	NOUN
fcis-17465	35	7	and	and	CCONJ
fcis-17465	35	8	the	the	DET
fcis-17465	35	9	transmittance	transmittance	NOUN
fcis-17465	35	10	image	image	NOUN
fcis-17465	35	11	,	,	PUNCT
fcis-17465	35	12	where	where	SCONJ
fcis-17465	35	13	the	the	DET
fcis-17465	35	14	left	left	ADJ
fcis-17465	35	15	image	image	NOUN
fcis-17465	35	16	is	be	AUX
fcis-17465	35	17	the	the	DET
fcis-17465	35	18	original	original	ADJ
fcis-17465	35	19	image	image	NOUN
fcis-17465	35	20	and	and	CCONJ
fcis-17465	35	21	the	the	DET
fcis-17465	35	22	right	right	ADJ
fcis-17465	35	23	image	image	NOUN
fcis-17465	35	24	is	be	AUX
fcis-17465	35	25	the	the	DET
fcis-17465	35	26	valuation	valuation	NOUN
fcis-17465	35	27	image	image	NOUN
fcis-17465	35	28	of	of	ADP
fcis-17465	35	29	the	the	DET
fcis-17465	35	30	transmittance	transmittance	NOUN
fcis-17465	35	31	.	.	PUNCT
fcis-17465	36	1	(	(	PUNCT
fcis-17465	36	2	a	a	X
fcis-17465	36	3	)	)	PUNCT
fcis-17465	36	4	(	(	PUNCT
fcis-17465	36	5	b	b	X
fcis-17465	36	6	)	)	PUNCT
fcis-17465	36	7	fig	fig	NOUN
fcis-17465	36	8	2	2	NUM
fcis-17465	36	9	.	.	PUNCT
fcis-17465	37	1	(	(	PUNCT
fcis-17465	37	2	a	a	X
fcis-17465	37	3	)	)	PUNCT
fcis-17465	37	4	the	the	DET
fcis-17465	37	5	original	original	ADJ
fcis-17465	37	6	images	image	NOUN
fcis-17465	37	7	;	;	PUNCT
fcis-17465	37	8	(	(	PUNCT
fcis-17465	37	9	b)the	b)the	DET
fcis-17465	37	10	images	image	NOUN
fcis-17465	37	11	of	of	ADP
fcis-17465	37	12	the	the	DET
fcis-17465	37	13	valuation	valuation	NOUN
fcis-17465	37	14	of	of	ADP
fcis-17465	37	15	the	the	DET
fcis-17465	37	16	transmittance	transmittance	NOUN
fcis-17465	37	17	.	.	PUNCT
fcis-17465	38	1	it	it	PRON
fcis-17465	38	2	can	can	AUX
fcis-17465	38	3	be	be	AUX
fcis-17465	38	4	found	find	VERB
fcis-17465	38	5	that	that	SCONJ
fcis-17465	38	6	this	this	DET
fcis-17465	38	7	algorithm	algorithm	NOUN
fcis-17465	38	8	estimates	estimate	VERB
fcis-17465	38	9	the	the	DET
fcis-17465	38	10	transmittance	transmittance	NOUN
fcis-17465	38	11	of	of	ADP
fcis-17465	38	12	the	the	DET
fcis-17465	38	13	picture	picture	NOUN
fcis-17465	38	14	is	be	AUX
fcis-17465	38	15	obvious	obvious	ADJ
fcis-17465	38	16	to	to	PART
fcis-17465	38	17	see	see	VERB
fcis-17465	38	18	a	a	DET
fcis-17465	38	19	gray	gray	ADJ
fcis-17465	38	20	square	square	NOUN
fcis-17465	38	21	,	,	PUNCT
fcis-17465	38	22	the	the	DET
fcis-17465	38	23	original	original	ADJ
fcis-17465	38	24	image	image	NOUN
fcis-17465	38	25	can	can	AUX
fcis-17465	38	26	be	be	AUX
fcis-17465	38	27	roughly	roughly	ADV
fcis-17465	38	28	reflected	reflect	VERB
fcis-17465	38	29	in	in	ADP
fcis-17465	38	30	the	the	DET
fcis-17465	38	31	edge	edge	NOUN
fcis-17465	38	32	information	information	NOUN
fcis-17465	38	33	.	.	PUNCT
fcis-17465	39	1	2.4	2.4	NUM
fcis-17465	39	2	.	.	PUNCT
fcis-17465	40	1	the	the	DET
fcis-17465	40	2	algorithm	algorithm	NOUN
fcis-17465	40	3	of	of	ADP
fcis-17465	40	4	dark	dark	ADJ
fcis-17465	40	5	channel	channel	NOUN
fcis-17465	40	6	image	image	NOUN
fcis-17465	40	7	dehazing	dehaze	VERB
fcis-17465	40	8	algorithm	algorithm	NOUN
fcis-17465	40	9	based	base	VERB
fcis-17465	40	10	on	on	ADP
fcis-17465	40	11	minimum	minimum	ADJ
fcis-17465	40	12	filtering	filtering	NOUN
fcis-17465	40	13	in	in	ADP
fcis-17465	40	14	this	this	DET
fcis-17465	40	15	algorithm	algorithm	NOUN
fcis-17465	40	16	,	,	PUNCT
fcis-17465	40	17	the	the	DET
fcis-17465	40	18	valuation	valuation	NOUN
fcis-17465	40	19	of	of	ADP
fcis-17465	40	20	the	the	DET
fcis-17465	40	21	brightest	bright	ADJ
fcis-17465	40	22	point	point	NOUN
fcis-17465	40	23	in	in	ADP
fcis-17465	40	24	the	the	DET
fcis-17465	40	25	original	original	ADJ
fcis-17465	40	26	hazy	hazy	ADJ
fcis-17465	40	27	image	image	NOUN
fcis-17465	40	28	as	as	SCONJ
fcis-17465	40	29	the	the	DET
fcis-17465	40	30	global	global	ADJ
fcis-17465	40	31	atmospheric	atmospheric	ADJ
fcis-17465	40	32	light	light	NOUN
fcis-17465	40	33	component	component	NOUN
fcis-17465	40	34	is	be	AUX
fcis-17465	40	35	represented	represent	VERB
fcis-17465	40	36	by	by	ADP
fcis-17465	40	37	a	a	PRON
fcis-17465	40	38	,	,	PUNCT
fcis-17465	40	39	ensuring	ensure	VERB
fcis-17465	40	40	a	a	DET
fcis-17465	40	41	minimum	minimum	ADJ
fcis-17465	40	42	valuation	valuation	NOUN
fcis-17465	40	43	of	of	ADP
fcis-17465	40	44	240	240	NUM
fcis-17465	40	45	to	to	PART
fcis-17465	40	46	prevent	prevent	VERB
fcis-17465	40	47	the	the	DET
fcis-17465	40	48	original	original	ADJ
fcis-17465	40	49	image	image	NOUN
fcis-17465	40	50	from	from	ADP
fcis-17465	40	51	being	be	AUX
fcis-17465	40	52	excessively	excessively	ADV
fcis-17465	40	53	dark	dark	ADJ
fcis-17465	40	54	.	.	PUNCT
fcis-17465	41	1	to	to	PART
fcis-17465	41	2	achieve	achieve	VERB
fcis-17465	41	3	a	a	DET
fcis-17465	41	4	good	good	ADJ
fcis-17465	41	5	dehazed	dehaze	VERB
fcis-17465	41	6	high	high	ADJ
fcis-17465	41	7	contrast	contrast	NOUN
fcis-17465	41	8	map	map	NOUN
fcis-17465	41	9	,	,	PUNCT
fcis-17465	41	10	the	the	DET
fcis-17465	41	11	transmittance	transmittance	NOUN
fcis-17465	41	12	valuation	valuation	NOUN
fcis-17465	41	13	of	of	ADP
fcis-17465	41	14	the	the	DET
fcis-17465	41	15	image	image	NOUN
fcis-17465	41	16	must	must	AUX
fcis-17465	41	17	be	be	AUX
fcis-17465	41	18	normalized	normalize	VERB
fcis-17465	41	19	.	.	PUNCT
fcis-17465	42	1	this	this	DET
fcis-17465	42	2	normalization	normalization	NOUN
fcis-17465	42	3	process	process	NOUN
fcis-17465	42	4	allows	allow	VERB
fcis-17465	42	5	for	for	ADP
fcis-17465	42	6	the	the	DET
fcis-17465	42	7	enhancement	enhancement	NOUN
fcis-17465	42	8	of	of	ADP
fcis-17465	42	9	image	image	NOUN
fcis-17465	42	10	contrast	contrast	NOUN
fcis-17465	42	11	,	,	PUNCT
fcis-17465	42	12	even	even	ADV
fcis-17465	42	13	in	in	ADP
fcis-17465	42	14	situations	situation	NOUN
fcis-17465	42	15	where	where	SCONJ
fcis-17465	42	16	the	the	DET
fcis-17465	42	17	original	original	ADJ
fcis-17465	42	18	image	image	NOUN
fcis-17465	42	19	exhibits	exhibit	VERB
fcis-17465	42	20	low	low	ADJ
fcis-17465	42	21	contrast	contrast	NOUN
fcis-17465	42	22	characteristics.[6	characteristics.[6	X
fcis-17465	42	23	]	]	PUNCT
fcis-17465	42	24	.	.	PUNCT
fcis-17465	43	1	when	when	SCONJ
fcis-17465	43	2	the	the	DET
fcis-17465	43	3	value	value	NOUN
fcis-17465	43	4	of	of	ADP
fcis-17465	43	5	transmittance	transmittance	NOUN
fcis-17465	43	6	t	t	PROPN
fcis-17465	43	7	is	be	AUX
fcis-17465	43	8	very	very	ADV
fcis-17465	43	9	small	small	ADJ
fcis-17465	43	10	,	,	PUNCT
fcis-17465	43	11	it	it	PRON
fcis-17465	43	12	will	will	AUX
fcis-17465	43	13	result	result	VERB
fcis-17465	43	14	in	in	ADP
fcis-17465	43	15	a	a	DET
fcis-17465	43	16	large	large	ADJ
fcis-17465	43	17	value	value	NOUN
fcis-17465	43	18	of	of	ADP
fcis-17465	43	19	j	j	PROPN
fcis-17465	43	20	,	,	PUNCT
fcis-17465	43	21	which	which	PRON
fcis-17465	43	22	will	will	AUX
fcis-17465	43	23	cause	cause	VERB
fcis-17465	43	24	the	the	DET
fcis-17465	43	25	entire	entire	ADJ
fcis-17465	43	26	preserved	preserve	VERB
fcis-17465	43	27	image	image	NOUN
fcis-17465	43	28	to	to	ADP
fcis-17465	43	29	overshoot	overshoot	NOUN
fcis-17465	43	30	towards	towards	ADP
fcis-17465	43	31	the	the	DET
fcis-17465	43	32	white	white	ADJ
fcis-17465	43	33	field	field	NOUN
fcis-17465	43	34	.	.	PUNCT
fcis-17465	44	1	therefore	therefore	ADV
fcis-17465	44	2	,	,	PUNCT
fcis-17465	44	3	a	a	DET
fcis-17465	44	4	threshold	threshold	NOUN
fcis-17465	44	5	can	can	AUX
fcis-17465	44	6	be	be	AUX
fcis-17465	44	7	set	set	VERB
fcis-17465	44	8	in	in	ADP
fcis-17465	44	9	general	general	ADJ
fcis-17465	44	10	,	,	PUNCT
fcis-17465	44	11	so	so	SCONJ
fcis-17465	44	12	that	that	PRON
fcis-17465	44	13	make	make	VERB
fcis-17465	44	14	when	when	SCONJ
fcis-17465	44	15	the	the	DET
fcis-17465	44	16	value	value	NOUN
fcis-17465	44	17	of	of	ADP
fcis-17465	44	18	is	be	AUX
fcis-17465	44	19	less	less	ADJ
fcis-17465	44	20	than	than	ADP
fcis-17465	44	21	,	,	PUNCT
fcis-17465	44	22	and	and	CCONJ
fcis-17465	44	23	all	all	DET
fcis-17465	44	24	the	the	DET
fcis-17465	44	25	calculations	calculation	NOUN
fcis-17465	44	26	of	of	ADP
fcis-17465	44	27	the	the	DET
fcis-17465	44	28	effect	effect	NOUN
fcis-17465	44	29	image	image	NOUN
fcis-17465	44	30	in	in	ADP
fcis-17465	44	31	this	this	DET
fcis-17465	44	32	paper	paper	NOUN
fcis-17465	44	33	are	be	AUX
fcis-17465	44	34	based	base	VERB
fcis-17465	44	35	on	on	ADP
fcis-17465	44	36	=	=	NOUN
fcis-17465	44	37	0.1	0.1	NUM
fcis-17465	44	38	as	as	ADP
fcis-17465	44	39	the	the	DET
fcis-17465	44	40	standard	standard	NOUN
fcis-17465	44	41	.	.	PUNCT
fcis-17465	45	1	therefore	therefore	ADV
fcis-17465	45	2	,	,	PUNCT
fcis-17465	45	3	the	the	DET
fcis-17465	45	4	final	final	ADJ
fcis-17465	45	5	dehazing	dehazing	NOUN
fcis-17465	45	6	formula	formula	NOUN
fcis-17465	45	7	is	be	AUX
fcis-17465	45	8	:	:	PUNCT
fcis-17465	45	9	,	,	PUNCT
fcis-17465	45	10	(	(	PUNCT
fcis-17465	45	11	9	9	X
fcis-17465	45	12	)	)	PUNCT
fcis-17465	45	13	the	the	DET
fcis-17465	45	14	effect	effect	NOUN
fcis-17465	45	15	of	of	ADP
fcis-17465	45	16	the	the	DET
fcis-17465	45	17	dehazed	dehaze	VERB
fcis-17465	45	18	image	image	NOUN
fcis-17465	45	19	obtained	obtain	VERB
fcis-17465	45	20	according	accord	VERB
fcis-17465	45	21	to	to	ADP
fcis-17465	45	22	the	the	DET
fcis-17465	45	23	above	above	ADJ
fcis-17465	45	24	process	process	NOUN
fcis-17465	45	25	is	be	AUX
fcis-17465	45	26	shown	show	VERB
fcis-17465	45	27	in	in	ADP
fcis-17465	45	28	fig	fig	NOUN
fcis-17465	45	29	.	.	PUNCT
fcis-17465	46	1	3	3	X
fcis-17465	46	2	.	.	X
fcis-17465	46	3	in	in	ADP
fcis-17465	46	4	this	this	DET
fcis-17465	46	5	study	study	NOUN
fcis-17465	46	6	,	,	PUNCT
fcis-17465	46	7	it	it	PRON
fcis-17465	46	8	was	be	AUX
fcis-17465	46	9	observed	observe	VERB
fcis-17465	46	10	that	that	SCONJ
fcis-17465	46	11	the	the	DET
fcis-17465	46	12	size	size	NOUN
fcis-17465	46	13	of	of	ADP
fcis-17465	46	14	the	the	DET
fcis-17465	46	15	filter	filter	NOUN
fcis-17465	46	16	pane	pane	NOUN
fcis-17465	46	17	directly	directly	ADV
fcis-17465	46	18	correlates	correlate	VERB
fcis-17465	46	19	with	with	ADP
fcis-17465	46	20	the	the	DET
fcis-17465	46	21	likelihood	likelihood	NOUN
fcis-17465	46	22	of	of	ADP
fcis-17465	46	23	containing	contain	VERB
fcis-17465	46	24	a	a	DET
fcis-17465	46	25	dark	dark	ADJ
fcis-17465	46	26	channel	channel	NOUN
fcis-17465	46	27	in	in	ADP
fcis-17465	46	28	the	the	DET
fcis-17465	46	29	images	image	NOUN
fcis-17465	46	30	.	.	PUNCT
fcis-17465	47	1	furthermore	furthermore	ADV
fcis-17465	47	2	,	,	PUNCT
fcis-17465	47	3	a	a	DET
fcis-17465	47	4	darker	dark	ADJ
fcis-17465	47	5	dark	dark	ADJ
fcis-17465	47	6	channel	channel	NOUN
fcis-17465	47	7	is	be	AUX
fcis-17465	47	8	associated	associate	VERB
fcis-17465	47	9	with	with	ADP
fcis-17465	47	10	larger	large	ADJ
fcis-17465	47	11	filter	filter	NOUN
fcis-17465	47	12	panes	pane	NOUN
fcis-17465	47	13	.	.	PUNCT
fcis-17465	48	1	the	the	DET
fcis-17465	48	2	parameter	parameter	NOUN
fcis-17465	48	3	has	have	AUX
fcis-17465	48	4	shown	show	VERB
fcis-17465	48	5	to	to	PART
fcis-17465	48	6	significantly	significantly	ADV
fcis-17465	48	7	impact	impact	VERB
fcis-17465	48	8	the	the	DET
fcis-17465	48	9	effectiveness	effectiveness	NOUN
fcis-17465	48	10	of	of	ADP
fcis-17465	48	11	haze	haze	NOUN
fcis-17465	48	12	removal	removal	NOUN
fcis-17465	48	13	,	,	PUNCT
fcis-17465	48	14	with	with	ADP
fcis-17465	48	15	smaller	small	ADJ
fcis-17465	48	16	values	value	NOUN
fcis-17465	48	17	of	of	ADP
fcis-17465	48	18	resulting	result	VERB
fcis-17465	48	19	in	in	ADP
fcis-17465	48	20	weaker	weak	ADJ
fcis-17465	48	21	haze	haze	NOUN
fcis-17465	48	22	removal	removal	NOUN
fcis-17465	48	23	effects	effect	NOUN
fcis-17465	48	24	.	.	PUNCT
fcis-17465	49	1	subsequently	subsequently	ADV
fcis-17465	49	2	,	,	PUNCT
fcis-17465	49	3	the	the	DET
fcis-17465	49	4	focus	focus	NOUN
fcis-17465	49	5	is	be	AUX
fcis-17465	49	6	now	now	ADV
fcis-17465	49	7	on	on	ADP
fcis-17465	49	8	achieving	achieve	VERB
fcis-17465	49	9	a	a	DET
fcis-17465	49	10	more	more	ADV
fcis-17465	49	11	precise	precise	ADJ
fcis-17465	49	12	transmittance	transmittance	NOUN
fcis-17465	49	13	estimation	estimation	NOUN
fcis-17465	49	14	map	map	NOUN
fcis-17465	49	15	.	.	PUNCT
fcis-17465	50	1	to	to	PART
fcis-17465	50	2	accomplish	accomplish	VERB
fcis-17465	50	3	this	this	PRON
fcis-17465	50	4	,	,	PUNCT
fcis-17465	50	5	the	the	DET
fcis-17465	50	6	proposed	propose	VERB
fcis-17465	50	7	method	method	NOUN
fcis-17465	50	8	in	in	ADP
fcis-17465	50	9	this	this	DET
fcis-17465	50	10	research	research	NOUN
fcis-17465	50	11	involves	involve	VERB
fcis-17465	50	12	utilizing	utilize	VERB
fcis-17465	50	13	8	8	NUM
fcis-17465	50	14	guided	guide	VERB
fcis-17465	50	15	image	image	NOUN
fcis-17465	50	16	filtering	filter	VERB
fcis-17465	50	17	to	to	PART
fcis-17465	50	18	enhance	enhance	VERB
fcis-17465	50	19	the	the	DET
fcis-17465	50	20	original	original	ADJ
fcis-17465	50	21	map	map	NOUN
fcis-17465	50	22	and	and	CCONJ
fcis-17465	50	23	obtain	obtain	VERB
fcis-17465	50	24	the	the	DET
fcis-17465	50	25	transmittance	transmittance	NOUN
fcis-17465	50	26	image	image	NOUN
fcis-17465	50	27	.	.	PUNCT
fcis-17465	51	1	notably	notably	ADV
fcis-17465	51	2	,	,	PUNCT
fcis-17465	51	3	guided	guide	VERB
fcis-17465	51	4	image	image	NOUN
fcis-17465	51	5	filtering	filtering	NOUN
fcis-17465	51	6	preserves	preserve	VERB
fcis-17465	51	7	the	the	DET
fcis-17465	51	8	edges	edge	NOUN
fcis-17465	51	9	of	of	ADP
fcis-17465	51	10	the	the	DET
fcis-17465	51	11	transmittance	transmittance	NOUN
fcis-17465	51	12	image	image	NOUN
fcis-17465	51	13	,	,	PUNCT
fcis-17465	51	14	thereby	thereby	ADV
fcis-17465	51	15	enhancing	enhance	VERB
fcis-17465	51	16	its	its	PRON
fcis-17465	51	17	clarity	clarity	NOUN
fcis-17465	51	18	and	and	CCONJ
fcis-17465	51	19	ultimately	ultimately	ADV
fcis-17465	51	20	facilitating	facilitate	VERB
fcis-17465	51	21	the	the	DET
fcis-17465	51	22	generation	generation	NOUN
fcis-17465	51	23	of	of	ADP
fcis-17465	51	24	high	high	ADJ
fcis-17465	51	25	-	-	PUNCT
fcis-17465	51	26	quality	quality	NOUN
fcis-17465	51	27	dehazed	dehaze	VERB
fcis-17465	51	28	images.[7][8	images.[7][8	NOUN
fcis-17465	51	29	]	]	PUNCT
fcis-17465	51	30	.	.	PUNCT
fcis-17465	52	1	(	(	PUNCT
fcis-17465	52	2	a	a	X
fcis-17465	52	3	)	)	PUNCT
fcis-17465	52	4	(	(	PUNCT
fcis-17465	52	5	b	b	X
fcis-17465	52	6	)	)	PUNCT
fcis-17465	52	7	fig	fig	NOUN
fcis-17465	52	8	3	3	NUM
fcis-17465	52	9	.	.	PUNCT
fcis-17465	53	1	(	(	PUNCT
fcis-17465	53	2	a	a	X
fcis-17465	53	3	)	)	PUNCT
fcis-17465	53	4	the	the	DET
fcis-17465	53	5	original	original	ADJ
fcis-17465	53	6	images	image	NOUN
fcis-17465	53	7	;	;	PUNCT
fcis-17465	53	8	(	(	PUNCT
fcis-17465	53	9	b)the	b)the	NOUN
fcis-17465	53	10	images	image	NOUN
fcis-17465	53	11	after	after	ADP
fcis-17465	53	12	dehazing	dehaze	VERB
fcis-17465	53	13	.	.	PUNCT
fcis-17465	54	1	3	3	X
fcis-17465	54	2	.	.	X
fcis-17465	54	3	principle	principle	ADJ
fcis-17465	54	4	analysis	analysis	NOUN
fcis-17465	54	5	of	of	ADP
fcis-17465	54	6	the	the	DET
fcis-17465	54	7	guided	guide	VERB
fcis-17465	54	8	image	image	NOUN
fcis-17465	54	9	3.1	3.1	NUM
fcis-17465	54	10	.	.	PUNCT
fcis-17465	55	1	filtering	filter	VERB
fcis-17465	55	2	3.2	3.2	NUM
fcis-17465	55	3	.	.	PUNCT
fcis-17465	56	1	the	the	DET
fcis-17465	56	2	guided	guide	VERB
fcis-17465	56	3	image	image	NOUN
fcis-17465	56	4	filtering	filtering	NOUN
fcis-17465	56	5	theory	theory	NOUN
fcis-17465	56	6	for	for	ADP
fcis-17465	56	7	an	an	DET
fcis-17465	56	8	input	input	NOUN
fcis-17465	56	9	image	image	NOUN
fcis-17465	56	10	,	,	PUNCT
fcis-17465	56	11	which	which	PRON
fcis-17465	56	12	has	have	VERB
fcis-17465	56	13	a	a	DET
fcis-17465	56	14	guided	guide	VERB
fcis-17465	56	15	image	image	NOUN
fcis-17465	56	16	,	,	PUNCT
fcis-17465	56	17	the	the	DET
fcis-17465	56	18	output	output	NOUN
fcis-17465	56	19	image	image	NOUN
fcis-17465	56	20	is	be	AUX
fcis-17465	56	21	obtained	obtain	VERB
fcis-17465	56	22	after	after	ADP
fcis-17465	56	23	filtering	filter	VERB
fcis-17465	56	24	,	,	PUNCT
fcis-17465	56	25	where	where	SCONJ
fcis-17465	56	26	both	both	PRON
fcis-17465	56	27	and	and	CCONJ
fcis-17465	56	28	are	be	AUX
fcis-17465	56	29	inputs	input	NOUN
fcis-17465	56	30	to	to	ADP
fcis-17465	56	31	the	the	DET
fcis-17465	56	32	algorithm	algorithm	NOUN
fcis-17465	56	33	.	.	PUNCT
fcis-17465	57	1	the	the	DET
fcis-17465	57	2	guided	guide	VERB
fcis-17465	57	3	filtering	filtering	NOUN
fcis-17465	57	4	defines	define	VERB
fcis-17465	57	5	a	a	DET
fcis-17465	57	6	linear	linear	ADJ
fcis-17465	57	7	filtering	filtering	NOUN
fcis-17465	57	8	process	process	NOUN
fcis-17465	57	9	as	as	SCONJ
fcis-17465	57	10	shown	show	VERB
fcis-17465	57	11	below	below	ADP
fcis-17465	57	12	,	,	PUNCT
fcis-17465	57	13	where	where	SCONJ
fcis-17465	57	14	the	the	DET
fcis-17465	57	15	filtered	filter	VERB
fcis-17465	57	16	output	output	NOUN
fcis-17465	57	17	obtained	obtain	VERB
fcis-17465	57	18	for	for	ADP
fcis-17465	57	19	a	a	DET
fcis-17465	57	20	pixel	pixel	NOUN
fcis-17465	57	21	point	point	NOUN
fcis-17465	57	22	at	at	ADP
fcis-17465	57	23	position	position	NOUN
fcis-17465	57	24	is	be	AUX
fcis-17465	57	25	a	a	DET
fcis-17465	57	26	weighted	weighted	ADJ
fcis-17465	57	27	average	average	NOUN
fcis-17465	57	28	:	:	PUNCT
fcis-17465	57	29	∑	∑	PROPN
fcis-17465	57	30	(	(	PUNCT
fcis-17465	57	31	10	10	NUM
fcis-17465	57	32	)	)	PUNCT
fcis-17465	57	33	and	and	CCONJ
fcis-17465	57	34	denote	denote	VERB
fcis-17465	57	35	pixel	pixel	PROPN
fcis-17465	57	36	subscripts	subscript	NOUN
fcis-17465	57	37	,	,	PUNCT
fcis-17465	57	38	respectively	respectively	ADV
fcis-17465	57	39	,	,	PUNCT
fcis-17465	57	40	related	relate	VERB
fcis-17465	57	41	only	only	ADV
fcis-17465	57	42	to	to	ADP
fcis-17465	57	43	the	the	DET
fcis-17465	57	44	guided	guide	VERB
fcis-17465	57	45	image	image	NOUN
fcis-17465	57	46	.	.	PUNCT
fcis-17465	58	1	this	this	DET
fcis-17465	58	2	filter	filter	NOUN
fcis-17465	58	3	is	be	AUX
fcis-17465	58	4	linear	linear	ADJ
fcis-17465	58	5	with	with	ADP
fcis-17465	58	6	respect	respect	NOUN
fcis-17465	58	7	to	to	ADP
fcis-17465	58	8	.	.	PUNCT
fcis-17465	59	1	an	an	DET
fcis-17465	59	2	important	important	ADJ
fcis-17465	59	3	assumption	assumption	NOUN
fcis-17465	59	4	of	of	ADP
fcis-17465	59	5	guided	guide	VERB
fcis-17465	59	6	filtering	filtering	NOUN
fcis-17465	59	7	is	be	AUX
fcis-17465	59	8	that	that	SCONJ
fcis-17465	59	9	there	there	PRON
fcis-17465	59	10	is	be	VERB
fcis-17465	59	11	a	a	DET
fcis-17465	59	12	local	local	ADJ
fcis-17465	59	13	linear	linear	NOUN
fcis-17465	59	14	relationship	relationship	NOUN
fcis-17465	59	15	between	between	ADP
fcis-17465	59	16	the	the	DET
fcis-17465	59	17	output	output	NOUN
fcis-17465	59	18	image	image	NOUN
fcis-17465	59	19	and	and	CCONJ
fcis-17465	59	20	the	the	DET
fcis-17465	59	21	guided	guide	VERB
fcis-17465	59	22	image	image	NOUN
fcis-17465	59	23	over	over	ADP
fcis-17465	59	24	the	the	DET
fcis-17465	59	25	filter	filter	NOUN
fcis-17465	59	26	window	window	NOUN
fcis-17465	59	27	:	:	PUNCT
fcis-17465	59	28	,	,	PUNCT
fcis-17465	59	29	∀	∀	PUNCT
fcis-17465	59	30	∈	∈	NOUN
fcis-17465	59	31	(	(	PUNCT
fcis-17465	59	32	11	11	NUM
fcis-17465	59	33	)	)	PUNCT
fcis-17465	59	34	for	for	ADP
fcis-17465	59	35	a	a	DET
fcis-17465	59	36	deterministic	deterministic	ADJ
fcis-17465	59	37	window	window	NOUN
fcis-17465	59	38	with	with	ADP
fcis-17465	59	39	radius	radius	NOUN
fcis-17465	59	40	r	r	NOUN
fcis-17465	59	41	,	,	PUNCT
fcis-17465	59	42	,	,	PUNCT
fcis-17465	59	43	,	,	PUNCT
fcis-17465	59	44	is	be	AUX
fcis-17465	59	45	the	the	DET
fcis-17465	59	46	only	only	ADJ
fcis-17465	59	47	deterministic	deterministic	ADJ
fcis-17465	59	48	constant	constant	ADJ
fcis-17465	59	49	coefficient	coefficient	NOUN
fcis-17465	59	50	.	.	PUNCT
fcis-17465	60	1	this	this	PRON
fcis-17465	60	2	ensures	ensure	VERB
fcis-17465	60	3	that	that	SCONJ
fcis-17465	60	4	in	in	ADP
fcis-17465	60	5	a	a	DET
fcis-17465	60	6	local	local	ADJ
fcis-17465	60	7	region	region	NOUN
fcis-17465	60	8	,	,	PUNCT
fcis-17465	60	9	if	if	SCONJ
fcis-17465	60	10	the	the	DET
fcis-17465	60	11	guided	guide	VERB
fcis-17465	60	12	image	image	NOUN
fcis-17465	60	13	has	have	VERB
fcis-17465	60	14	an	an	DET
fcis-17465	60	15	edge	edge	NOUN
fcis-17465	60	16	,	,	PUNCT
fcis-17465	60	17	the	the	DET
fcis-17465	60	18	output	output	NOUN
fcis-17465	60	19	image	image	NOUN
fcis-17465	60	20	also	also	ADV
fcis-17465	60	21	remains	remain	VERB
fcis-17465	60	22	edge	edge	ADJ
fcis-17465	60	23	invariant	invariant	ADJ
fcis-17465	60	24	because	because	SCONJ
fcis-17465	60	25	for	for	ADP
fcis-17465	60	26	adjacent	adjacent	ADJ
fcis-17465	60	27	pixel	pixel	PROPN
fcis-17465	60	28	points	point	NOUN
fcis-17465	60	29	,	,	PUNCT
fcis-17465	60	30	there	there	PRON
fcis-17465	60	31	exists	exist	VERB
fcis-17465	60	32	,	,	PUNCT
fcis-17465	60	33	and	and	CCONJ
fcis-17465	60	34	thus	thus	ADV
fcis-17465	60	35	as	as	ADV
fcis-17465	60	36	soon	soon	ADV
fcis-17465	60	37	as	as	SCONJ
fcis-17465	60	38	the	the	DET
fcis-17465	60	39	coefficients	coefficient	NOUN
fcis-17465	60	40	,	,	PUNCT
fcis-17465	60	41	are	be	AUX
fcis-17465	60	42	solved	solve	VERB
fcis-17465	60	43	for	for	ADP
fcis-17465	60	44	obtaining	obtain	VERB
fcis-17465	60	45	the	the	DET
fcis-17465	60	46	output	output	NOUN
fcis-17465	60	47	.	.	PUNCT
fcis-17465	61	1	the	the	DET
fcis-17465	61	2	non	non	ADJ
fcis-17465	61	3	-	-	ADJ
fcis-17465	61	4	edge	edge	ADJ
fcis-17465	61	5	regions	region	NOUN
fcis-17465	61	6	in	in	ADP
fcis-17465	61	7	the	the	DET
fcis-17465	61	8	input	input	NOUN
fcis-17465	61	9	image	image	NOUN
fcis-17465	61	10	are	be	AUX
fcis-17465	61	11	also	also	ADV
fcis-17465	61	12	considered	consider	VERB
fcis-17465	61	13	that	that	PRON
fcis-17465	61	14	are	be	AUX
fcis-17465	61	15	not	not	PART
fcis-17465	61	16	smooth	smooth	ADJ
fcis-17465	61	17	as	as	ADP
fcis-17465	61	18	noise	noise	NOUN
fcis-17465	61	19	,	,	PUNCT
fcis-17465	61	20	which	which	PRON
fcis-17465	61	21	satisfies	satisfy	VERB
fcis-17465	61	22	.the	.the	DET
fcis-17465	61	23	final	final	ADJ
fcis-17465	61	24	goal	goal	NOUN
fcis-17465	61	25	is	be	AUX
fcis-17465	61	26	to	to	PART
fcis-17465	61	27	minimize	minimize	VERB
fcis-17465	61	28	this	this	DET
fcis-17465	61	29	noise	noise	NOUN
fcis-17465	61	30	.	.	PUNCT
fcis-17465	62	1	for	for	ADP
fcis-17465	62	2	each	each	DET
fcis-17465	62	3	filtering	filtering	NOUN
fcis-17465	62	4	window	window	NOUN
fcis-17465	62	5	,	,	PUNCT
fcis-17465	62	6	the	the	DET
fcis-17465	62	7	optimization	optimization	NOUN
fcis-17465	62	8	of	of	ADP
fcis-17465	62	9	the	the	DET
fcis-17465	62	10	algorithm	algorithm	NOUN
fcis-17465	62	11	in	in	ADP
fcis-17465	62	12	the	the	DET
fcis-17465	62	13	least	least	ADJ
fcis-17465	62	14	squares	square	NOUN
fcis-17465	62	15	sense	sense	NOUN
fcis-17465	62	16	can	can	AUX
fcis-17465	62	17	be	be	AUX
fcis-17465	62	18	expressed	express	VERB
fcis-17465	62	19	as	as	ADP
fcis-17465	62	20	:	:	PUNCT
fcis-17465	62	21	∑	∑	PUNCT
fcis-17465	62	22	∈	∈	PROPN
fcis-17465	62	23	(	(	PUNCT
fcis-17465	62	24	12	12	NUM
fcis-17465	62	25	)	)	PUNCT
fcis-17465	62	26	∑	∑	PUNCT
fcis-17465	62	27	∈	∈	PROPN
fcis-17465	62	28	(	(	PUNCT
fcis-17465	62	29	13	13	NUM
fcis-17465	62	30	)	)	PUNCT
fcis-17465	62	31	finally	finally	ADV
fcis-17465	62	32	,	,	PUNCT
fcis-17465	62	33	a	a	DET
fcis-17465	62	34	regularization	regularization	NOUN
fcis-17465	62	35	parameter	parameter	NOUN
fcis-17465	62	36	ε	ε	PROPN
fcis-17465	62	37	is	be	AUX
fcis-17465	62	38	employed	employ	VERB
fcis-17465	62	39	to	to	PART
fcis-17465	62	40	make	make	VERB
fcis-17465	62	41	a	a	DET
fcis-17465	62	42	avoid	avoid	NOUN
fcis-17465	62	43	being	be	AUX
fcis-17465	62	44	too	too	ADV
fcis-17465	62	45	large	large	ADJ
fcis-17465	62	46	,	,	PUNCT
fcis-17465	62	47	and	and	CCONJ
fcis-17465	62	48	the	the	DET
fcis-17465	62	49	loss	loss	NOUN
fcis-17465	62	50	function	function	NOUN
fcis-17465	62	51	within	within	ADP
fcis-17465	62	52	the	the	DET
fcis-17465	62	53	filtering	filter	VERB
fcis-17465	62	54	window	window	NOUN
fcis-17465	62	55	can	can	AUX
fcis-17465	62	56	be	be	AUX
fcis-17465	62	57	obtained	obtain	VERB
fcis-17465	62	58	:	:	PUNCT
fcis-17465	62	59	,	,	PUNCT
fcis-17465	62	60	∑	∑	PUNCT
fcis-17465	62	61	∈	∈	PROPN
fcis-17465	62	62	(	(	PUNCT
fcis-17465	62	63	14	14	NUM
fcis-17465	62	64	)	)	PUNCT
fcis-17465	62	65	solve	solve	VERB
fcis-17465	62	66	the	the	DET
fcis-17465	62	67	optimization	optimization	NOUN
fcis-17465	62	68	process	process	NOUN
fcis-17465	62	69	,	,	PUNCT
fcis-17465	62	70	taking	take	VERB
fcis-17465	62	71	partial	partial	ADJ
fcis-17465	62	72	derivatives	derivative	NOUN
fcis-17465	62	73	of	of	ADP
fcis-17465	62	74	the	the	DET
fcis-17465	62	75	function	function	NOUN
fcis-17465	62	76	:	:	PUNCT
fcis-17465	62	77	|	|	ADV
fcis-17465	62	78	|	|	ADV
fcis-17465	62	79	∑	∑	ADV
fcis-17465	62	80	∈	∈	PROPN
fcis-17465	62	81	∑	∑	PUNCT
fcis-17465	62	82	∈	∈	PROPN
fcis-17465	62	83	15	15	NUM
fcis-17465	62	84	)	)	PUNCT
fcis-17465	62	85	if	if	SCONJ
fcis-17465	62	86	|	|	ADV
fcis-17465	62	87	|	|	ADV
fcis-17465	62	88	∑	∑	ADV
fcis-17465	62	89	∈	∈	PROPN
fcis-17465	62	90	,	,	PUNCT
fcis-17465	62	91	|	|	CCONJ
fcis-17465	62	92	|	|	ADV
fcis-17465	62	93	∑	∑	ADV
fcis-17465	62	94	∈	∈	PROPN
fcis-17465	62	95	,	,	PUNCT
fcis-17465	62	96	then	then	ADV
fcis-17465	62	97	the	the	DET
fcis-17465	62	98	following	follow	VERB
fcis-17465	62	99	equation	equation	NOUN
fcis-17465	62	100	can	can	AUX
fcis-17465	62	101	then	then	ADV
fcis-17465	62	102	be	be	AUX
fcis-17465	62	103	obtained	obtain	VERB
fcis-17465	62	104	:	:	PUNCT
fcis-17465	62	105	(	(	PUNCT
fcis-17465	62	106	16	16	X
fcis-17465	62	107	)	)	PUNCT
fcis-17465	62	108	organizing	organize	VERB
fcis-17465	62	109	the	the	DET
fcis-17465	62	110	previous	previous	ADJ
fcis-17465	62	111	formulas	formula	NOUN
fcis-17465	62	112	yields	yield	VERB
fcis-17465	62	113	the	the	DET
fcis-17465	62	114	following	follow	VERB
fcis-17465	62	115	formula	formula	NOUN
fcis-17465	62	116	:	:	PUNCT
fcis-17465	62	117	∑	∑	PUNCT
fcis-17465	62	118	∈	∈	NOUN
fcis-17465	62	119	0	0	NUM
fcis-17465	62	120	(	(	PUNCT
fcis-17465	62	121	17	17	NUM
fcis-17465	62	122	)	)	PUNCT
fcis-17465	62	123	after	after	ADP
fcis-17465	62	124	simplifying	simplify	VERB
fcis-17465	62	125	the	the	DET
fcis-17465	62	126	expression	expression	NOUN
fcis-17465	62	127	,	,	PUNCT
fcis-17465	62	128	∑	∑	PUNCT
fcis-17465	62	129	∈	∈	NOUN
fcis-17465	62	130	0	0	NUM
fcis-17465	62	131	∑	∑	PUNCT
fcis-17465	62	132	∈	∈	PROPN
fcis-17465	62	133	0	0	NUM
fcis-17465	62	134	∑	∑	PUNCT
fcis-17465	62	135	∑	∑	PUNCT
fcis-17465	62	136	∈∈	∈∈	ADV
fcis-17465	62	137	∑	∑	PUNCT
fcis-17465	62	138	∈	∈	PROPN
fcis-17465	62	139	∑	∑	PUNCT
fcis-17465	62	140	∈	∈	PROPN
fcis-17465	62	141	∑	∑	PUNCT
fcis-17465	62	142	∈	∈	PROPN
fcis-17465	62	143	∑	∑	PUNCT
fcis-17465	62	144	∈	∈	PROPN
fcis-17465	62	145	∑	∑	PUNCT
fcis-17465	62	146	∈	∈	PROPN
fcis-17465	62	147	(	(	PUNCT
fcis-17465	62	148	18	18	NUM
fcis-17465	62	149	)	)	PUNCT
fcis-17465	62	150	for	for	ADP
fcis-17465	62	151	further	further	ADJ
fcis-17465	62	152	simplicity	simplicity	NOUN
fcis-17465	62	153	,	,	PUNCT
fcis-17465	62	154	the	the	DET
fcis-17465	62	155	p	p	NOUN
fcis-17465	62	156	,	,	PUNCT
fcis-17465	62	157	i	i	PRON
fcis-17465	62	158	are	be	AUX
fcis-17465	62	159	substituted	substitute	VERB
fcis-17465	62	160	into	into	ADP
fcis-17465	62	161	the	the	DET
fcis-17465	62	162	above	above	ADJ
fcis-17465	62	163	equation	equation	NOUN
fcis-17465	62	164	after	after	ADP
fcis-17465	62	165	dividing	divide	VERB
fcis-17465	62	166	|ω|	|ω|	NUM
fcis-17465	62	167	by	by	ADP
fcis-17465	62	168	both	both	DET
fcis-17465	62	169	sides	side	NOUN
fcis-17465	62	170	.	.	PUNCT
fcis-17465	63	1	make	make	VERB
fcis-17465	63	2	i	i	PRON
fcis-17465	63	3	|	|	ADV
fcis-17465	63	4	|	|	ADV
fcis-17465	63	5	∑	∑	PUNCT
fcis-17465	63	6	i∈	i∈	ADP
fcis-17465	63	7	，	，	PROPN
fcis-17465	63	8	p	p	NOUN
fcis-17465	64	1	i	i	PRON
fcis-17465	64	2	|	|	ADV
fcis-17465	64	3	|	|	ADV
fcis-17465	64	4	∑	∑	VERB
fcis-17465	64	5	p	p	NOUN
fcis-17465	64	6	i∈	i∈	ADP
fcis-17465	64	7	:	:	PUNCT
fcis-17465	64	8	(	(	PUNCT
fcis-17465	64	9	19	19	NUM
fcis-17465	64	10	)	)	PUNCT
fcis-17465	64	11	the	the	DET
fcis-17465	64	12	left	left	ADJ
fcis-17465	64	13	hand	hand	NOUN
fcis-17465	64	14	side	side	NOUN
fcis-17465	64	15	of	of	ADP
fcis-17465	64	16	the	the	DET
fcis-17465	64	17	formula	formula	NOUN
fcis-17465	64	18	are	be	AUX
fcis-17465	64	19	all	all	DET
fcis-17465	64	20	the	the	DET
fcis-17465	64	21	mean	mean	ADJ
fcis-17465	64	22	values	value	NOUN
fcis-17465	64	23	in	in	ADP
fcis-17465	64	24	the	the	DET
fcis-17465	64	25	domain	domain	NOUN
fcis-17465	64	26	ω	ω	NUM
fcis-17465	64	27	associated	associate	VERB
fcis-17465	64	28	with	with	ADP
fcis-17465	64	29	the	the	DET
fcis-17465	64	30	image	image	NOUN
fcis-17465	64	31	i	i	PRON
fcis-17465	64	32	,	,	PUNCT
fcis-17465	64	33	which	which	PRON
fcis-17465	64	34	are	be	AUX
fcis-17465	64	35	obtained	obtain	VERB
fcis-17465	64	36	according	accord	VERB
fcis-17465	64	37	to	to	ADP
fcis-17465	64	38	the	the	DET
fcis-17465	64	39	formula	formula	NOUN
fcis-17465	64	40	for	for	ADP
fcis-17465	64	41	the	the	DET
fcis-17465	64	42	derivation	derivation	NOUN
fcis-17465	64	43	of	of	ADP
fcis-17465	64	44	the	the	DET
fcis-17465	64	45	variance	variance	NOUN
fcis-17465	64	46	and	and	CCONJ
fcis-17465	64	47	expectation	expectation	NOUN
fcis-17465	64	48	:	:	PUNCT
fcis-17465	64	49	(	(	PUNCT
fcis-17465	64	50	20	20	NUM
fcis-17465	64	51	)	)	PUNCT
fcis-17465	64	52	next	next	ADV
fcis-17465	64	53	just	just	ADV
fcis-17465	64	54	apply	apply	VERB
fcis-17465	64	55	the	the	DET
fcis-17465	64	56	above	above	ADJ
fcis-17465	64	57	linear	linear	PROPN
fcis-17465	64	58	model	model	NOUN
fcis-17465	64	59	to	to	ADP
fcis-17465	64	60	the	the	DET
fcis-17465	64	61	entire	entire	ADJ
fcis-17465	64	62	filter	filter	NOUN
fcis-17465	64	63	window	window	NOUN
fcis-17465	64	64	of	of	ADP
fcis-17465	64	65	the	the	DET
fcis-17465	64	66	image	image	NOUN
fcis-17465	64	67	.	.	PUNCT
fcis-17465	65	1	but	but	CCONJ
fcis-17465	65	2	as	as	SCONJ
fcis-17465	65	3	can	can	AUX
fcis-17465	65	4	be	be	AUX
fcis-17465	65	5	seen	see	VERB
fcis-17465	65	6	,	,	PUNCT
fcis-17465	65	7	each	each	DET
fcis-17465	65	8	pixel	pixel	NOUN
fcis-17465	65	9	point	point	NOUN
fcis-17465	65	10	will	will	AUX
fcis-17465	65	11	be	be	AUX
fcis-17465	65	12	contained	contain	VERB
fcis-17465	65	13	in	in	ADP
fcis-17465	65	14	multiple	multiple	ADJ
fcis-17465	65	15	windows	window	NOUN
fcis-17465	65	16	.	.	PUNCT
fcis-17465	66	1	for	for	ADP
fcis-17465	66	2	example	example	NOUN
fcis-17465	66	3	,	,	PUNCT
fcis-17465	66	4	if	if	SCONJ
fcis-17465	66	5	a	a	DET
fcis-17465	66	6	3×3	3×3	NUM
fcis-17465	66	7	window	window	NOUN
fcis-17465	66	8	is	be	AUX
fcis-17465	66	9	used	use	VERB
fcis-17465	66	10	for	for	ADP
fcis-17465	66	11	filtering	filter	VERB
fcis-17465	66	12	,	,	PUNCT
fcis-17465	66	13	then	then	ADV
fcis-17465	66	14	every	every	DET
fcis-17465	66	15	point	point	NOUN
fcis-17465	66	16	except	except	SCONJ
fcis-17465	66	17	the	the	DET
fcis-17465	66	18	edge	edge	NOUN
fcis-17465	66	19	region	region	NOUN
fcis-17465	66	20	will	will	AUX
fcis-17465	66	21	be	be	AUX
fcis-17465	66	22	contained	contain	VERB
fcis-17465	66	23	in	in	ADP
fcis-17465	66	24	9	9	NUM
fcis-17465	66	25	windows	window	NOUN
fcis-17465	66	26	.	.	PUNCT
fcis-17465	67	1	therefore	therefore	ADV
fcis-17465	67	2	,	,	PUNCT
fcis-17465	67	3	for	for	ADP
fcis-17465	67	4	different	different	ADJ
fcis-17465	67	5	windows	window	NOUN
fcis-17465	67	6	,	,	PUNCT
fcis-17465	67	7	we	we	PRON
fcis-17465	67	8	will	will	AUX
fcis-17465	67	9	get	get	VERB
fcis-17465	67	10	|ω|	|ω|	ADP
fcis-17465	67	11	values	value	NOUN
fcis-17465	67	12	of	of	ADP
fcis-17465	67	13	q	q	NOUN
fcis-17465	67	14	.	.	PUNCT
fcis-17465	68	1	just	just	ADV
fcis-17465	68	2	average	average	VERB
fcis-17465	68	3	all	all	DET
fcis-17465	68	4	the	the	DET
fcis-17465	68	5	values	value	NOUN
fcis-17465	68	6	to	to	PART
fcis-17465	68	7	get	get	VERB
fcis-17465	68	8	the	the	DET
fcis-17465	68	9	final	final	ADJ
fcis-17465	68	10	result	result	NOUN
fcis-17465	68	11	:	:	PUNCT
fcis-17465	68	12	|	|	ADV
fcis-17465	68	13	|	|	ADV
fcis-17465	68	14	∑	∑	NOUN
fcis-17465	68	15	:	:	PUNCT
fcis-17465	68	16	(	(	PUNCT
fcis-17465	68	17	21	21	NUM
fcis-17465	68	18	)	)	PUNCT
fcis-17465	69	1	|	|	ADV
fcis-17465	69	2	|	|	ADV
fcis-17465	69	3	∑	∑	ADP
fcis-17465	69	4	:	:	PUNCT
fcis-17465	69	5	,	,	PUNCT
fcis-17465	69	6	|	|	ADV
fcis-17465	69	7	|	|	ADV
fcis-17465	69	8	∑	∑	ADP
fcis-17465	69	9	:	:	PUNCT
fcis-17465	69	10	,	,	PUNCT
fcis-17465	69	11	this	this	PRON
fcis-17465	69	12	creates	create	VERB
fcis-17465	69	13	a	a	DET
fcis-17465	69	14	mapping	mapping	NOUN
fcis-17465	69	15	from	from	ADP
fcis-17465	69	16	i	i	PRON
fcis-17465	69	17	to	to	ADP
fcis-17465	69	18	q	q	NOUN
fcis-17465	69	19	for	for	ADP
fcis-17465	69	20	each	each	DET
fcis-17465	69	21	pixel	pixel	PROPN
fcis-17465	69	22	point	point	NOUN
fcis-17465	69	23	.	.	PUNCT
fcis-17465	70	1	3.3	3.3	NUM
fcis-17465	70	2	.	.	PUNCT
fcis-17465	71	1	the	the	DET
fcis-17465	71	2	algorithm	algorithm	NOUN
fcis-17465	71	3	of	of	ADP
fcis-17465	71	4	dark	dark	ADJ
fcis-17465	71	5	channel	channel	NOUN
fcis-17465	71	6	image	image	NOUN
fcis-17465	71	7	dehazing	dehaze	VERB
fcis-17465	71	8	algorithm	algorithm	NOUN
fcis-17465	71	9	based	base	VERB
fcis-17465	71	10	on	on	ADP
fcis-17465	71	11	guided	guide	VERB
fcis-17465	71	12	filtering	filtering	NOUN
fcis-17465	71	13	in	in	ADP
fcis-17465	71	14	this	this	DET
fcis-17465	71	15	paper	paper	NOUN
fcis-17465	71	16	's	's	PART
fcis-17465	71	17	algorithm	algorithm	NOUN
fcis-17465	71	18	,	,	PUNCT
fcis-17465	71	19	the	the	DET
fcis-17465	71	20	guided	guide	VERB
fcis-17465	71	21	image	image	NOUN
fcis-17465	71	22	is	be	AUX
fcis-17465	71	23	the	the	DET
fcis-17465	71	24	grayscale	grayscale	NOUN
fcis-17465	71	25	image	image	NOUN
fcis-17465	71	26	to	to	PART
fcis-17465	71	27	be	be	AUX
fcis-17465	71	28	dehazed	dehaze	VERB
fcis-17465	71	29	.	.	PUNCT
fcis-17465	72	1	the	the	DET
fcis-17465	72	2	pane	pane	NOUN
fcis-17465	72	3	size	size	NOUN
fcis-17465	72	4	of	of	ADP
fcis-17465	72	5	the	the	DET
fcis-17465	72	6	guided	guide	VERB
fcis-17465	72	7	filter	filter	NOUN
fcis-17465	72	8	is	be	AUX
fcis-17465	72	9	four	four	NUM
fcis-17465	72	10	times	time	NOUN
fcis-17465	72	11	that	that	PRON
fcis-17465	72	12	of	of	ADP
fcis-17465	72	13	the	the	DET
fcis-17465	72	14	pane	pane	NOUN
fcis-17465	72	15	size	size	NOUN
fcis-17465	72	16	of	of	ADP
fcis-17465	72	17	the	the	DET
fcis-17465	72	18	minimum	minimum	ADJ
fcis-17465	72	19	filter	filter	NOUN
fcis-17465	72	20	.	.	PUNCT
fcis-17465	73	1	the	the	DET
fcis-17465	73	2	quoted	quote	VERB
fcis-17465	73	3	regularization	regularization	NOUN
fcis-17465	73	4	factor	factor	NOUN
fcis-17465	73	5	is	be	AUX
fcis-17465	73	6	set	set	VERB
fcis-17465	73	7	at	at	ADP
fcis-17465	73	8	10	10	NUM
fcis-17465	73	9	.	.	PUNCT
fcis-17465	74	1	as	as	ADP
fcis-17465	74	2	a	a	DET
fcis-17465	74	3	result	result	NOUN
fcis-17465	74	4	of	of	ADP
fcis-17465	74	5	the	the	DET
fcis-17465	74	6	algorithm	algorithm	NOUN
fcis-17465	74	7	,	,	PUNCT
fcis-17465	74	8	the	the	DET
fcis-17465	74	9	transmittance	transmittance	NOUN
fcis-17465	74	10	image	image	NOUN
fcis-17465	74	11	of	of	ADP
fcis-17465	74	12	the	the	DET
fcis-17465	74	13	dehazed	dehaze	VERB
fcis-17465	74	14	image	image	NOUN
fcis-17465	74	15	is	be	AUX
fcis-17465	74	16	more	more	ADV
fcis-17465	74	17	refined	refine	VERB
fcis-17465	74	18	,	,	PUNCT
fcis-17465	74	19	as	as	SCONJ
fcis-17465	74	20	illustrated	illustrate	VERB
fcis-17465	74	21	in	in	ADP
fcis-17465	74	22	fig	fig	NOUN
fcis-17465	74	23	.	.	PUNCT
fcis-17465	75	1	4	4	X
fcis-17465	75	2	.	.	X
fcis-17465	75	3	after	after	ADP
fcis-17465	75	4	applying	apply	VERB
fcis-17465	75	5	guided	guide	VERB
fcis-17465	75	6	filtering	filtering	NOUN
fcis-17465	75	7	to	to	ADP
fcis-17465	75	8	the	the	DET
fcis-17465	75	9	original	original	ADJ
fcis-17465	75	10	image	image	NOUN
fcis-17465	75	11	,	,	PUNCT
fcis-17465	75	12	it	it	PRON
fcis-17465	75	13	becomes	become	VERB
fcis-17465	75	14	apparent	apparent	ADJ
fcis-17465	75	15	that	that	SCONJ
fcis-17465	75	16	the	the	DET
fcis-17465	75	17	transmittance	transmittance	NOUN
fcis-17465	75	18	image	image	NOUN
fcis-17465	75	19	preserves	preserve	VERB
fcis-17465	75	20	a	a	DET
fcis-17465	75	21	wealth	wealth	NOUN
fcis-17465	75	22	of	of	ADP
fcis-17465	75	23	edge	edge	NOUN
fcis-17465	75	24	information	information	NOUN
fcis-17465	75	25	while	while	SCONJ
fcis-17465	75	26	efficiently	efficiently	ADV
fcis-17465	75	27	reducing	reduce	VERB
fcis-17465	75	28	white	white	ADJ
fcis-17465	75	29	edges	edge	NOUN
fcis-17465	75	30	.	.	PUNCT
fcis-17465	76	1	this	this	DET
fcis-17465	76	2	enhancement	enhancement	NOUN
fcis-17465	76	3	in	in	ADP
fcis-17465	76	4	image	image	NOUN
fcis-17465	76	5	quality	quality	NOUN
fcis-17465	76	6	surpasses	surpass	VERB
fcis-17465	76	7	the	the	DET
fcis-17465	76	8	performance	performance	NOUN
fcis-17465	76	9	achieved	achieve	VERB
fcis-17465	76	10	by	by	ADP
fcis-17465	76	11	applying	apply	VERB
fcis-17465	76	12	minimum	minimum	ADJ
fcis-17465	76	13	filtering	filtering	NOUN
fcis-17465	76	14	alone	alone	ADV
fcis-17465	76	15	.	.	PUNCT
fcis-17465	77	1	9	9	NUM
fcis-17465	77	2	subsequently	subsequently	ADV
fcis-17465	77	3	,	,	PUNCT
fcis-17465	77	4	by	by	ADP
fcis-17465	77	5	incorporating	incorporate	VERB
fcis-17465	77	6	this	this	DET
fcis-17465	77	7	transmittance	transmittance	NOUN
fcis-17465	77	8	image	image	NOUN
fcis-17465	77	9	into	into	ADP
fcis-17465	77	10	formula	formula	NOUN
fcis-17465	77	11	(	(	PUNCT
fcis-17465	77	12	9	9	NUM
fcis-17465	77	13	)	)	PUNCT
fcis-17465	77	14	,	,	PUNCT
fcis-17465	77	15	the	the	DET
fcis-17465	77	16	resulting	result	VERB
fcis-17465	77	17	output	output	NOUN
fcis-17465	77	18	can	can	AUX
fcis-17465	77	19	be	be	AUX
fcis-17465	77	20	visualized	visualize	VERB
fcis-17465	77	21	in	in	ADP
fcis-17465	77	22	fig	fig	NOUN
fcis-17465	77	23	.	.	PUNCT
fcis-17465	78	1	5	5	NUM
fcis-17465	78	2	.	.	X
fcis-17465	78	3	(	(	PUNCT
fcis-17465	78	4	a	a	X
fcis-17465	78	5	)	)	PUNCT
fcis-17465	78	6	(	(	PUNCT
fcis-17465	78	7	b	b	X
fcis-17465	78	8	)	)	PUNCT
fcis-17465	78	9	fig	fig	NOUN
fcis-17465	78	10	4	4	NUM
fcis-17465	78	11	.	.	PUNCT
fcis-17465	79	1	(	(	PUNCT
fcis-17465	79	2	a)transmittance	a)transmittance	NOUN
fcis-17465	79	3	image	image	NOUN
fcis-17465	79	4	obtained	obtain	VERB
fcis-17465	79	5	by	by	ADP
fcis-17465	79	6	guided	guide	VERB
fcis-17465	79	7	filtering	filtering	NOUN
fcis-17465	79	8	;	;	PUNCT
fcis-17465	79	9	(	(	PUNCT
fcis-17465	79	10	b)transmittance	b)transmittance	NUM
fcis-17465	79	11	image	image	NOUN
fcis-17465	79	12	obtained	obtain	VERB
fcis-17465	79	13	by	by	ADP
fcis-17465	79	14	minimum	minimum	ADJ
fcis-17465	79	15	filtering	filtering	NOUN
fcis-17465	79	16	.	.	PUNCT
fcis-17465	80	1	(	(	PUNCT
fcis-17465	80	2	a	a	X
fcis-17465	80	3	)	)	PUNCT
fcis-17465	80	4	(	(	PUNCT
fcis-17465	80	5	b	b	X
fcis-17465	80	6	)	)	PUNCT
fcis-17465	80	7	fig	fig	NOUN
fcis-17465	80	8	5	5	NUM
fcis-17465	80	9	.	.	PUNCT
fcis-17465	81	1	(	(	PUNCT
fcis-17465	81	2	a	a	X
fcis-17465	81	3	)	)	PUNCT
fcis-17465	81	4	the	the	DET
fcis-17465	81	5	original	original	ADJ
fcis-17465	81	6	images	image	NOUN
fcis-17465	81	7	;	;	PUNCT
fcis-17465	81	8	(	(	PUNCT
fcis-17465	81	9	b)the	b)the	NOUN
fcis-17465	81	10	images	image	NOUN
fcis-17465	81	11	after	after	ADP
fcis-17465	81	12	dehazing	dehaze	VERB
fcis-17465	81	13	.	.	PUNCT
fcis-17465	82	1	3.4	3.4	NUM
fcis-17465	82	2	.	.	PUNCT
fcis-17465	82	3	analysis	analysis	NOUN
fcis-17465	82	4	and	and	CCONJ
fcis-17465	82	5	optimization	optimization	NOUN
fcis-17465	82	6	of	of	ADP
fcis-17465	82	7	results	result	NOUN
fcis-17465	82	8	this	this	DET
fcis-17465	82	9	paper	paper	NOUN
fcis-17465	82	10	performs	perform	VERB
fcis-17465	82	11	brightness	brightness	NOUN
fcis-17465	82	12	enhancement	enhancement	NOUN
fcis-17465	82	13	and	and	CCONJ
fcis-17465	82	14	contrast	contrast	VERB
fcis-17465	82	15	enhancement	enhancement	NOUN
fcis-17465	82	16	processing	processing	NOUN
fcis-17465	82	17	of	of	ADP
fcis-17465	82	18	images	image	NOUN
fcis-17465	82	19	in	in	ADP
fcis-17465	82	20	addition	addition	NOUN
fcis-17465	82	21	to	to	ADP
fcis-17465	82	22	implementing	implement	VERB
fcis-17465	82	23	a	a	DET
fcis-17465	82	24	dehazing	dehaze	VERB
fcis-17465	82	25	algorithm	algorithm	NOUN
fcis-17465	82	26	for	for	ADP
fcis-17465	82	27	improved	improved	ADJ
fcis-17465	82	28	dehazing	dehazing	NOUN
fcis-17465	82	29	effects	effect	NOUN
fcis-17465	82	30	.	.	PUNCT
fcis-17465	83	1	the	the	DET
fcis-17465	83	2	decision	decision	NOUN
fcis-17465	83	3	to	to	PART
fcis-17465	83	4	use	use	VERB
fcis-17465	83	5	these	these	DET
fcis-17465	83	6	enhancements	enhancement	NOUN
fcis-17465	83	7	can	can	AUX
fcis-17465	83	8	be	be	AUX
fcis-17465	83	9	based	base	VERB
fcis-17465	83	10	on	on	ADP
fcis-17465	83	11	the	the	DET
fcis-17465	83	12	specific	specific	ADJ
fcis-17465	83	13	requirements	requirement	NOUN
fcis-17465	83	14	of	of	ADP
fcis-17465	83	15	the	the	DET
fcis-17465	83	16	scene	scene	NOUN
fcis-17465	83	17	being	be	AUX
fcis-17465	83	18	analyzed	analyze	VERB
fcis-17465	83	19	.	.	PUNCT
fcis-17465	84	1	brightness	brightness	NOUN
fcis-17465	84	2	enhancement	enhancement	NOUN
fcis-17465	84	3	involves	involve	VERB
fcis-17465	84	4	direct	direct	ADJ
fcis-17465	84	5	adjustment	adjustment	NOUN
fcis-17465	84	6	of	of	ADP
fcis-17465	84	7	the	the	DET
fcis-17465	84	8	rgb	rgb	PROPN
fcis-17465	84	9	values	value	NOUN
fcis-17465	84	10	of	of	ADP
fcis-17465	84	11	the	the	DET
fcis-17465	84	12	image	image	NOUN
fcis-17465	84	13	,	,	PUNCT
fcis-17465	84	14	while	while	SCONJ
fcis-17465	84	15	contrast	contrast	NOUN
fcis-17465	84	16	enhancement	enhancement	NOUN
fcis-17465	84	17	is	be	AUX
fcis-17465	84	18	accomplished	accomplish	VERB
fcis-17465	84	19	through	through	ADP
fcis-17465	84	20	adaptive	adaptive	ADJ
fcis-17465	84	21	histogram	histogram	NOUN
fcis-17465	84	22	equalization	equalization	NOUN
fcis-17465	84	23	(	(	PUNCT
fcis-17465	84	24	ahe).[9	ahe).[9	PROPN
fcis-17465	84	25	]	]	PUNCT
fcis-17465	84	26	.	.	PUNCT
fcis-17465	85	1	by	by	ADP
fcis-17465	85	2	processing	process	VERB
fcis-17465	85	3	the	the	DET
fcis-17465	85	4	picture	picture	NOUN
fcis-17465	85	5	in	in	ADP
fcis-17465	85	6	those	those	DET
fcis-17465	85	7	way	way	NOUN
fcis-17465	85	8	,	,	PUNCT
fcis-17465	85	9	the	the	DET
fcis-17465	85	10	details	detail	NOUN
fcis-17465	85	11	of	of	ADP
fcis-17465	85	12	the	the	DET
fcis-17465	85	13	picture	picture	NOUN
fcis-17465	85	14	can	can	AUX
fcis-17465	85	15	be	be	AUX
fcis-17465	85	16	enlarged	enlarge	VERB
fcis-17465	85	17	,	,	PUNCT
fcis-17465	85	18	which	which	PRON
fcis-17465	85	19	provides	provide	VERB
fcis-17465	85	20	a	a	DET
fcis-17465	85	21	convenient	convenient	ADJ
fcis-17465	85	22	way	way	NOUN
fcis-17465	85	23	for	for	ADP
fcis-17465	85	24	subsequent	subsequent	ADJ
fcis-17465	85	25	picture	picture	NOUN
fcis-17465	85	26	processing	processing	NOUN
fcis-17465	85	27	.	.	PUNCT
fcis-17465	86	1	the	the	DET
fcis-17465	86	2	graphical	graphical	ADJ
fcis-17465	86	3	effects	effect	NOUN
fcis-17465	86	4	are	be	AUX
fcis-17465	86	5	analyzed	analyze	VERB
fcis-17465	86	6	by	by	ADP
fcis-17465	86	7	calculating	calculate	VERB
fcis-17465	86	8	the	the	DET
fcis-17465	86	9	peak	peak	NOUN
fcis-17465	86	10	signal	signal	NOUN
fcis-17465	86	11	-	-	PUNCT
fcis-17465	86	12	to	to	ADP
fcis-17465	86	13	-	-	PUNCT
fcis-17465	86	14	noise	noise	NOUN
fcis-17465	86	15	ratio	ratio	NOUN
fcis-17465	86	16	,	,	PUNCT
fcis-17465	86	17	structural	structural	ADJ
fcis-17465	86	18	similarity	similarity	NOUN
fcis-17465	86	19	[	[	X
fcis-17465	86	20	10	10	NUM
fcis-17465	86	21	]	]	PUNCT
fcis-17465	86	22	,	,	PUNCT
fcis-17465	86	23	and	and	CCONJ
fcis-17465	86	24	the	the	DET
fcis-17465	86	25	image	image	NOUN
fcis-17465	86	26	mean	mean	NOUN
fcis-17465	86	27	.	.	PUNCT
fcis-17465	87	1	peak	peak	NOUN
fcis-17465	87	2	signal	signal	VERB
fcis-17465	87	3	to	to	PART
fcis-17465	87	4	noise	noise	VERB
fcis-17465	87	5	ratio	ratio	NOUN
fcis-17465	87	6	(	(	PUNCT
fcis-17465	87	7	psnr	psnr	NOUN
fcis-17465	87	8	)	)	PUNCT
fcis-17465	87	9	is	be	AUX
fcis-17465	87	10	the	the	DET
fcis-17465	87	11	most	most	ADV
fcis-17465	87	12	widely	widely	ADV
fcis-17465	87	13	used	use	VERB
fcis-17465	87	14	objective	objective	ADJ
fcis-17465	87	15	evaluation	evaluation	NOUN
fcis-17465	87	16	criterion	criterion	NOUN
fcis-17465	87	17	for	for	ADP
fcis-17465	87	18	images	image	NOUN
fcis-17465	87	19	,	,	PUNCT
fcis-17465	87	20	and	and	CCONJ
fcis-17465	87	21	its	its	PRON
fcis-17465	87	22	value	value	NOUN
fcis-17465	87	23	depends	depend	VERB
fcis-17465	87	24	on	on	ADP
fcis-17465	87	25	the	the	DET
fcis-17465	87	26	error	error	NOUN
fcis-17465	87	27	between	between	ADP
fcis-17465	87	28	the	the	DET
fcis-17465	87	29	original	original	ADJ
fcis-17465	87	30	haze	haze	NOUN
fcis-17465	87	31	map	map	NOUN
fcis-17465	87	32	and	and	CCONJ
fcis-17465	87	33	the	the	DET
fcis-17465	87	34	corresponding	corresponding	ADJ
fcis-17465	87	35	pixels	pixel	NOUN
fcis-17465	87	36	of	of	ADP
fcis-17465	87	37	the	the	DET
fcis-17465	87	38	recovered	recover	VERB
fcis-17465	87	39	image	image	NOUN
fcis-17465	87	40	.	.	PUNCT
fcis-17465	88	1	in	in	ADP
fcis-17465	88	2	other	other	ADJ
fcis-17465	88	3	words	word	NOUN
fcis-17465	88	4	,	,	PUNCT
fcis-17465	88	5	psnris	psnris	NOUN
fcis-17465	88	6	sensitive	sensitive	ADJ
fcis-17465	88	7	to	to	ADP
fcis-17465	88	8	the	the	DET
fcis-17465	88	9	error	error	NOUN
fcis-17465	88	10	,	,	PUNCT
fcis-17465	88	11	and	and	CCONJ
fcis-17465	88	12	a	a	DET
fcis-17465	88	13	larger	large	ADJ
fcis-17465	88	14	value	value	NOUN
fcis-17465	88	15	indicates	indicate	VERB
fcis-17465	88	16	less	less	ADJ
fcis-17465	88	17	image	image	NOUN
fcis-17465	88	18	distortion.psnr	distortion.psnr	PROPN
fcis-17465	88	19	is	be	AUX
fcis-17465	88	20	defined	define	VERB
fcis-17465	88	21	as	as	SCONJ
fcis-17465	88	22	follows	follow	VERB
fcis-17465	88	23	:	:	PUNCT
fcis-17465	88	24	10	10	NUM
fcis-17465	88	25	(	(	PUNCT
fcis-17465	88	26	22	22	NUM
fcis-17465	88	27	)	)	PUNCT
fcis-17465	88	28	n	n	PRON
fcis-17465	88	29	is	be	AUX
fcis-17465	88	30	the	the	DET
fcis-17465	88	31	number	number	NOUN
fcis-17465	88	32	of	of	ADP
fcis-17465	88	33	bits	bit	NOUN
fcis-17465	88	34	per	per	ADP
fcis-17465	88	35	pixel	pixel	NOUN
fcis-17465	88	36	,	,	PUNCT
fcis-17465	88	37	a	a	DET
fcis-17465	88	38	typical	typical	ADJ
fcis-17465	88	39	grayscale	grayscale	NOUN
fcis-17465	88	40	image	image	NOUN
fcis-17465	88	41	n	n	NOUN
fcis-17465	88	42	is	be	AUX
fcis-17465	88	43	taken	take	VERB
fcis-17465	88	44	to	to	PART
fcis-17465	88	45	be	be	AUX
fcis-17465	88	46	8	8	NUM
fcis-17465	88	47	and	and	CCONJ
fcis-17465	88	48	the	the	DET
fcis-17465	88	49	gray	gray	ADJ
fcis-17465	88	50	scale	scale	NOUN
fcis-17465	88	51	order	order	NOUN
fcis-17465	88	52	is	be	AUX
fcis-17465	88	53	256	256	NUM
fcis-17465	88	54	.	.	PUNCT
fcis-17465	89	1	mse	mse	PROPN
fcis-17465	89	2	is	be	AUX
fcis-17465	89	3	defined	define	VERB
fcis-17465	89	4	as	as	SCONJ
fcis-17465	89	5	follows	follow	VERB
fcis-17465	89	6	:	:	PUNCT
fcis-17465	89	7	∑	∑	INTJ
fcis-17465	89	8	∑	∑	INTJ
fcis-17465	89	9	,	,	PUNCT
fcis-17465	89	10	,	,	PUNCT
fcis-17465	89	11	(	(	PUNCT
fcis-17465	89	12	23	23	NUM
fcis-17465	89	13	)	)	PUNCT
fcis-17465	89	14	is	be	AUX
fcis-17465	89	15	the	the	DET
fcis-17465	89	16	height	height	NOUN
fcis-17465	89	17	of	of	ADP
fcis-17465	89	18	the	the	DET
fcis-17465	89	19	image	image	NOUN
fcis-17465	89	20	,	,	PUNCT
fcis-17465	89	21	w	w	PROPN
fcis-17465	89	22	is	be	AUX
fcis-17465	89	23	the	the	DET
fcis-17465	89	24	width	width	NOUN
fcis-17465	89	25	of	of	ADP
fcis-17465	89	26	the	the	DET
fcis-17465	89	27	image	image	NOUN
fcis-17465	89	28	,	,	PUNCT
fcis-17465	89	29	,	,	PUNCT
fcis-17465	89	30	are	be	AUX
fcis-17465	89	31	the	the	DET
fcis-17465	89	32	pixel	pixel	PROPN
fcis-17465	89	33	coordinates	coordinate	NOUN
fcis-17465	89	34	,	,	PUNCT
fcis-17465	89	35	,	,	PUNCT
fcis-17465	89	36	is	be	AUX
fcis-17465	89	37	the	the	DET
fcis-17465	89	38	initial	initial	ADJ
fcis-17465	89	39	hazy	hazy	ADJ
fcis-17465	89	40	image	image	NOUN
fcis-17465	89	41	and	and	CCONJ
fcis-17465	89	42	,	,	PUNCT
fcis-17465	89	43	is	be	AUX
fcis-17465	89	44	the	the	DET
fcis-17465	89	45	recovered	recover	VERB
fcis-17465	89	46	haze	haze	NOUN
fcis-17465	89	47	-	-	PUNCT
fcis-17465	89	48	free	free	ADJ
fcis-17465	89	49	image	image	NOUN
fcis-17465	89	50	.	.	PUNCT
fcis-17465	90	1	denotes	denote	VERB
fcis-17465	90	2	the	the	DET
fcis-17465	90	3	mean	mean	ADJ
fcis-17465	90	4	square	square	ADJ
fcis-17465	90	5	error	error	NOUN
fcis-17465	90	6	between	between	ADP
fcis-17465	90	7	the	the	DET
fcis-17465	90	8	original	original	ADJ
fcis-17465	90	9	hazy	hazy	ADJ
fcis-17465	90	10	image	image	NOUN
fcis-17465	90	11	and	and	CCONJ
fcis-17465	90	12	the	the	DET
fcis-17465	90	13	recovered	recover	VERB
fcis-17465	90	14	haze	haze	NOUN
fcis-17465	90	15	-	-	PUNCT
fcis-17465	90	16	free	free	ADJ
fcis-17465	90	17	image	image	NOUN
fcis-17465	90	18	,	,	PUNCT
fcis-17465	90	19	and	and	CCONJ
fcis-17465	90	20	the	the	PRON
fcis-17465	90	21	smaller	small	ADJ
fcis-17465	90	22	the	the	DET
fcis-17465	90	23	value	value	NOUN
fcis-17465	90	24	is	be	AUX
fcis-17465	90	25	,	,	PUNCT
fcis-17465	90	26	the	the	PRON
fcis-17465	90	27	clearer	clear	ADJ
fcis-17465	90	28	the	the	DET
fcis-17465	90	29	recovered	recovered	ADJ
fcis-17465	90	30	haze	haze	NOUN
fcis-17465	90	31	-	-	PUNCT
fcis-17465	90	32	free	free	ADJ
fcis-17465	90	33	image	image	NOUN
fcis-17465	90	34	is	be	AUX
fcis-17465	90	35	.	.	PUNCT
fcis-17465	91	1	ssim	ssim	NOUN
fcis-17465	91	2	is	be	AUX
fcis-17465	91	3	based	base	VERB
fcis-17465	91	4	on	on	ADP
fcis-17465	91	5	a	a	DET
fcis-17465	91	6	perceptual	perceptual	ADJ
fcis-17465	91	7	model	model	NOUN
fcis-17465	91	8	that	that	PRON
fcis-17465	91	9	evaluates	evaluate	VERB
fcis-17465	91	10	image	image	NOUN
fcis-17465	91	11	similarity	similarity	NOUN
fcis-17465	91	12	in	in	ADP
fcis-17465	91	13	terms	term	NOUN
fcis-17465	91	14	of	of	ADP
fcis-17465	91	15	3	3	NUM
fcis-17465	91	16	dimensions	dimension	NOUN
fcis-17465	91	17	:	:	PUNCT
fcis-17465	91	18	luminance	luminance	NOUN
fcis-17465	91	19	,	,	PUNCT
fcis-17465	91	20	contrast	contrast	NOUN
fcis-17465	91	21	,	,	PUNCT
fcis-17465	91	22	and	and	CCONJ
fcis-17465	91	23	structure	structure	NOUN
fcis-17465	91	24	.	.	PUNCT
fcis-17465	92	1	ssim	ssim	NOUN
fcis-17465	92	2	is	be	AUX
fcis-17465	92	3	defined	define	VERB
fcis-17465	92	4	as	as	ADP
fcis-17465	92	5	:	:	PUNCT
fcis-17465	92	6	,	,	PUNCT
fcis-17465	92	7	,	,	PUNCT
fcis-17465	92	8	,	,	PUNCT
fcis-17465	92	9	,	,	PUNCT
fcis-17465	92	10	,	,	PUNCT
fcis-17465	92	11	(	(	PUNCT
fcis-17465	92	12	24	24	NUM
fcis-17465	92	13	)	)	PUNCT
fcis-17465	92	14	generally	generally	ADV
fcis-17465	92	15	make	make	VERB
fcis-17465	92	16	c	c	NOUN
fcis-17465	92	17	c	c	NOUN
fcis-17465	92	18	2	2	NUM
fcis-17465	92	19	.	.	PUNCT
fcis-17465	92	20	μ	μ	PROPN
fcis-17465	92	21	is	be	AUX
fcis-17465	92	22	the	the	DET
fcis-17465	92	23	mean	mean	NOUN
fcis-17465	92	24	of	of	ADP
fcis-17465	92	25	,	,	PUNCT
fcis-17465	92	26	is	be	AUX
fcis-17465	92	27	the	the	DET
fcis-17465	92	28	mean	mean	NOUN
fcis-17465	92	29	of	of	ADP
fcis-17465	92	30	,	,	PUNCT
fcis-17465	92	31	is	be	AUX
fcis-17465	92	32	the	the	DET
fcis-17465	92	33	variance	variance	NOUN
fcis-17465	92	34	of	of	ADP
fcis-17465	92	35	,	,	PUNCT
fcis-17465	92	36	is	be	AUX
fcis-17465	92	37	the	the	DET
fcis-17465	92	38	variance	variance	NOUN
fcis-17465	92	39	of	of	ADP
fcis-17465	92	40	,	,	PUNCT
fcis-17465	92	41	and	and	CCONJ
fcis-17465	92	42	is	be	AUX
fcis-17465	92	43	the	the	DET
fcis-17465	92	44	covariance	covariance	NOUN
fcis-17465	92	45	of	of	ADP
fcis-17465	92	46	and	and	CCONJ
fcis-17465	92	47	,	,	PUNCT
fcis-17465	92	48	c	c	PROPN
fcis-17465	92	49	k	k	PROPN
fcis-17465	92	50	l	l	PROPN
fcis-17465	92	51	,	,	PUNCT
fcis-17465	92	52	c	c	PROPN
fcis-17465	92	53	k	k	PROPN
fcis-17465	92	54	l	l	PROPN
fcis-17465	92	55	,	,	PUNCT
fcis-17465	92	56	is	be	AUX
fcis-17465	92	57	the	the	DET
fcis-17465	92	58	range	range	NOUN
fcis-17465	92	59	of	of	ADP
fcis-17465	92	60	pixel	pixel	PROPN
fcis-17465	92	61	values	value	NOUN
fcis-17465	92	62	,	,	PUNCT
fcis-17465	92	63	and	and	CCONJ
fcis-17465	92	64	the	the	DET
fcis-17465	92	65	default	default	NOUN
fcis-17465	92	66	valuek	valuek	NOUN
fcis-17465	92	67	0.01，k	0.01，k	PROPN
fcis-17465	92	68	0.03	0.03	NUM
fcis-17465	92	69	,	,	PUNCT
fcis-17465	92	70	then	then	ADV
fcis-17465	92	71	there	there	PRON
fcis-17465	92	72	is	be	VERB
fcis-17465	92	73	:	:	PUNCT
fcis-17465	92	74	,	,	PUNCT
fcis-17465	92	75	,	,	PUNCT
fcis-17465	92	76	∙	∙	PROPN
fcis-17465	92	77	,	,	PUNCT
fcis-17465	92	78	∙	∙	PROPN
fcis-17465	92	79	,	,	PUNCT
fcis-17465	92	80	(	(	PUNCT
fcis-17465	92	81	25	25	NUM
fcis-17465	92	82	)	)	PUNCT
fcis-17465	92	83	set	set	VERB
fcis-17465	92	84	α	α	NOUN
fcis-17465	92	85	,	,	PUNCT
fcis-17465	92	86	β	β	X
fcis-17465	92	87	,	,	PUNCT
fcis-17465	92	88	γ	γ	X
fcis-17465	92	89	to	to	ADP
fcis-17465	92	90	1	1	NUM
fcis-17465	92	91	,	,	PUNCT
fcis-17465	92	92	then	then	ADV
fcis-17465	92	93	:	:	PUNCT
fcis-17465	92	94	,	,	PUNCT
fcis-17465	92	95	(	(	PUNCT
fcis-17465	92	96	26	26	NUM
fcis-17465	92	97	)	)	PUNCT
fcis-17465	92	98	is	be	AUX
fcis-17465	92	99	a	a	DET
fcis-17465	92	100	value	value	NOUN
fcis-17465	92	101	in	in	ADP
fcis-17465	92	102	the	the	DET
fcis-17465	92	103	range	range	NOUN
fcis-17465	92	104	of	of	ADP
fcis-17465	92	105	[	[	X
fcis-17465	92	106	0,1	0,1	NUM
fcis-17465	92	107	]	]	PUNCT
fcis-17465	92	108	,	,	PUNCT
fcis-17465	92	109	the	the	PRON
fcis-17465	92	110	larger	large	ADJ
fcis-17465	92	111	the	the	DET
fcis-17465	92	112	value	value	NOUN
fcis-17465	92	113	,	,	PUNCT
fcis-17465	92	114	the	the	PRON
fcis-17465	92	115	smaller	small	ADJ
fcis-17465	92	116	the	the	DET
fcis-17465	92	117	distortion	distortion	NOUN
fcis-17465	92	118	.	.	PUNCT
fcis-17465	93	1	the	the	PRON
fcis-17465	93	2	larger	large	ADJ
fcis-17465	93	3	the	the	DET
fcis-17465	93	4	image	image	NOUN
fcis-17465	93	5	mean	mean	NOUN
fcis-17465	93	6	value	value	NOUN
fcis-17465	93	7	,	,	PUNCT
fcis-17465	93	8	the	the	PRON
fcis-17465	93	9	brighter	bright	ADJ
fcis-17465	93	10	the	the	DET
fcis-17465	93	11	overall	overall	ADJ
fcis-17465	93	12	brightness	brightness	NOUN
fcis-17465	93	13	,	,	PUNCT
fcis-17465	93	14	the	the	PRON
fcis-17465	93	15	clearer	clear	ADJ
fcis-17465	93	16	the	the	DET
fcis-17465	93	17	image	image	NOUN
fcis-17465	93	18	,	,	PUNCT
fcis-17465	93	19	and	and	CCONJ
fcis-17465	93	20	the	the	PRON
fcis-17465	93	21	better	well	ADJ
fcis-17465	93	22	the	the	DET
fcis-17465	93	23	quality	quality	NOUN
fcis-17465	93	24	of	of	ADP
fcis-17465	93	25	dehazing	dehazing	NOUN
fcis-17465	93	26	.	.	PUNCT
fcis-17465	94	1	the	the	DET
fcis-17465	94	2	mean	mean	ADJ
fcis-17465	94	3	value	value	NOUN
fcis-17465	94	4	is	be	AUX
fcis-17465	94	5	defined	define	VERB
fcis-17465	94	6	as	as	SCONJ
fcis-17465	94	7	follows	follow	VERB
fcis-17465	94	8	:	:	PUNCT
fcis-17465	94	9	∑	∑	INTJ
fcis-17465	94	10	∑	∑	INTJ
fcis-17465	94	11	,	,	PUNCT
fcis-17465	94	12	(	(	PUNCT
fcis-17465	94	13	27	27	NUM
fcis-17465	94	14	)	)	PUNCT
fcis-17465	94	15	according	accord	VERB
fcis-17465	94	16	to	to	ADP
fcis-17465	94	17	the	the	DET
fcis-17465	94	18	above	above	ADJ
fcis-17465	94	19	formula	formula	NOUN
fcis-17465	94	20	for	for	ADP
fcis-17465	94	21	the	the	DET
fcis-17465	94	22	image	image	NOUN
fcis-17465	94	23	changes	change	NOUN
fcis-17465	94	24	in	in	ADP
fcis-17465	94	25	the	the	DET
fcis-17465	94	26	calculation	calculation	NOUN
fcis-17465	94	27	of	of	ADP
fcis-17465	94	28	the	the	DET
fcis-17465	94	29	relevant	relevant	ADJ
fcis-17465	94	30	parameters	parameter	NOUN
fcis-17465	94	31	,	,	PUNCT
fcis-17465	94	32	the	the	DET
fcis-17465	94	33	comparison	comparison	NOUN
fcis-17465	94	34	is	be	AUX
fcis-17465	94	35	shown	show	VERB
fcis-17465	94	36	in	in	ADP
fcis-17465	94	37	fig	fig	NOUN
fcis-17465	94	38	.	.	PUNCT
fcis-17465	95	1	6	6	NUM
fcis-17465	95	2	and	and	CCONJ
fcis-17465	95	3	the	the	DET
fcis-17465	95	4	specific	specific	ADJ
fcis-17465	95	5	values	value	NOUN
fcis-17465	95	6	of	of	ADP
fcis-17465	95	7	each	each	DET
fcis-17465	95	8	parameter	parameter	NOUN
fcis-17465	95	9	of	of	ADP
fcis-17465	95	10	the	the	DET
fcis-17465	95	11	test	test	NOUN
fcis-17465	95	12	image	image	NOUN
fcis-17465	95	13	are	be	AUX
fcis-17465	95	14	obtained	obtain	VERB
fcis-17465	95	15	as	as	SCONJ
fcis-17465	95	16	shown	show	VERB
fcis-17465	95	17	in	in	ADP
fcis-17465	95	18	table	table	NOUN
fcis-17465	95	19	1	1	NUM
fcis-17465	95	20	.	.	PUNCT
fcis-17465	96	1	based	base	VERB
fcis-17465	96	2	on	on	ADP
fcis-17465	96	3	the	the	DET
fcis-17465	96	4	comparison	comparison	NOUN
fcis-17465	96	5	of	of	ADP
fcis-17465	96	6	the	the	DET
fcis-17465	96	7	data	datum	NOUN
fcis-17465	96	8	,	,	PUNCT
fcis-17465	96	9	it	it	PRON
fcis-17465	96	10	is	be	AUX
fcis-17465	96	11	evident	evident	ADJ
fcis-17465	96	12	that	that	SCONJ
fcis-17465	96	13	the	the	DET
fcis-17465	96	14	guided	guide	VERB
fcis-17465	96	15	filtering	filtering	NOUN
fcis-17465	96	16	process	process	NOUN
fcis-17465	96	17	outperforms	outperform	VERB
fcis-17465	96	18	the	the	DET
fcis-17465	96	19	minimum	minimum	ADJ
fcis-17465	96	20	filtering	filtering	NOUN
fcis-17465	96	21	process	process	NOUN
fcis-17465	96	22	in	in	ADP
fcis-17465	96	23	terms	term	NOUN
fcis-17465	96	24	of	of	ADP
fcis-17465	96	25	various	various	ADJ
fcis-17465	96	26	indexes	index	NOUN
fcis-17465	96	27	.	.	PUNCT
fcis-17465	97	1	specifically	specifically	ADV
fcis-17465	97	2	,	,	PUNCT
fcis-17465	97	3	the	the	PRON
fcis-17465	97	4	and	and	CCONJ
fcis-17465	97	5	values	value	NOUN
fcis-17465	97	6	have	have	AUX
fcis-17465	97	7	shown	show	VERB
fcis-17465	97	8	improvement	improvement	NOUN
fcis-17465	97	9	,	,	PUNCT
fcis-17465	97	10	indicating	indicate	VERB
fcis-17465	97	11	enhanced	enhanced	ADJ
fcis-17465	97	12	image	image	NOUN
fcis-17465	97	13	clarity	clarity	NOUN
fcis-17465	97	14	and	and	CCONJ
fcis-17465	97	15	reduced	reduced	ADJ
fcis-17465	97	16	distortion	distortion	NOUN
fcis-17465	97	17	.	.	PUNCT
fcis-17465	98	1	this	this	DET
fcis-17465	98	2	enhancement	enhancement	NOUN
fcis-17465	98	3	is	be	AUX
fcis-17465	98	4	visually	visually	ADV
fcis-17465	98	5	manifested	manifest	VERB
fcis-17465	98	6	as	as	ADP
fcis-17465	98	7	a	a	DET
fcis-17465	98	8	significantly	significantly	ADV
fcis-17465	98	9	superior	superior	ADJ
fcis-17465	98	10	dehazing	dehazing	NOUN
fcis-17465	98	11	effect	effect	NOUN
fcis-17465	98	12	in	in	ADP
fcis-17465	98	13	the	the	DET
fcis-17465	98	14	images	image	NOUN
fcis-17465	98	15	processed	process	VERB
fcis-17465	98	16	through	through	ADP
fcis-17465	98	17	guided	guide	VERB
fcis-17465	98	18	filtering	filtering	NOUN
fcis-17465	98	19	.	.	PUNCT
fcis-17465	99	1	furthermore	furthermore	ADV
fcis-17465	99	2	,	,	PUNCT
fcis-17465	99	3	the	the	DET
fcis-17465	99	4	mean	mean	ADJ
fcis-17465	99	5	value	value	NOUN
fcis-17465	99	6	represented	represent	VERB
fcis-17465	99	7	by	by	ADP
fcis-17465	99	8	serves	serve	NOUN
fcis-17465	99	9	as	as	ADP
fcis-17465	99	10	an	an	DET
fcis-17465	99	11	indicator	indicator	NOUN
fcis-17465	99	12	of	of	ADP
fcis-17465	99	13	image	image	NOUN
fcis-17465	99	14	brightness	brightness	NOUN
fcis-17465	99	15	,	,	PUNCT
fcis-17465	99	16	with	with	ADP
fcis-17465	99	17	the	the	DET
fcis-17465	99	18	guided	guide	VERB
fcis-17465	99	19	10	10	NUM
fcis-17465	99	20	filtering	filtering	NOUN
fcis-17465	99	21	process	process	NOUN
fcis-17465	99	22	yielding	yield	VERB
fcis-17465	99	23	a	a	DET
fcis-17465	99	24	smaller	small	ADJ
fcis-17465	99	25	value	value	NOUN
fcis-17465	99	26	compared	compare	VERB
fcis-17465	99	27	to	to	ADP
fcis-17465	99	28	the	the	DET
fcis-17465	99	29	minimum	minimum	ADJ
fcis-17465	99	30	filtering	filtering	NOUN
fcis-17465	99	31	process	process	NOUN
fcis-17465	99	32	.	.	PUNCT
fcis-17465	100	1	moreover	moreover	ADV
fcis-17465	100	2	,	,	PUNCT
fcis-17465	100	3	the	the	DET
fcis-17465	100	4	image	image	NOUN
fcis-17465	100	5	brightness	brightness	NOUN
fcis-17465	100	6	resulting	result	VERB
fcis-17465	100	7	from	from	ADP
fcis-17465	100	8	the	the	DET
fcis-17465	100	9	bootstrap	bootstrap	NOUN
fcis-17465	100	10	filtering	filtering	NOUN
fcis-17465	100	11	process	process	NOUN
fcis-17465	100	12	is	be	AUX
fcis-17465	100	13	lower	low	ADJ
fcis-17465	100	14	than	than	ADP
fcis-17465	100	15	that	that	PRON
fcis-17465	100	16	of	of	ADP
fcis-17465	100	17	the	the	DET
fcis-17465	100	18	minimum	minimum	ADJ
fcis-17465	100	19	value	value	NOUN
fcis-17465	100	20	filtering	filtering	NOUN
fcis-17465	100	21	,	,	PUNCT
fcis-17465	100	22	resulting	result	VERB
fcis-17465	100	23	in	in	ADP
fcis-17465	100	24	an	an	DET
fcis-17465	100	25	overall	overall	ADJ
fcis-17465	100	26	darker	dark	ADJ
fcis-17465	100	27	image	image	NOUN
fcis-17465	100	28	appearance	appearance	NOUN
fcis-17465	100	29	.	.	PUNCT
fcis-17465	101	1	(	(	PUNCT
fcis-17465	101	2	a	a	X
fcis-17465	101	3	)	)	PUNCT
fcis-17465	101	4	(	(	PUNCT
fcis-17465	101	5	b	b	X
fcis-17465	101	6	)	)	PUNCT
fcis-17465	101	7	(	(	PUNCT
fcis-17465	101	8	c	c	X
fcis-17465	101	9	)	)	PUNCT
fcis-17465	101	10	(	(	PUNCT
fcis-17465	101	11	d	d	X
fcis-17465	101	12	)	)	PUNCT
fcis-17465	101	13	(	(	PUNCT
fcis-17465	101	14	e	e	NOUN
fcis-17465	101	15	)	)	PUNCT
fcis-17465	101	16	fig	fig	NOUN
fcis-17465	101	17	6	6	NUM
fcis-17465	101	18	.	.	PUNCT
fcis-17465	102	1	(	(	PUNCT
fcis-17465	102	2	a	a	X
fcis-17465	102	3	)	)	PUNCT
fcis-17465	102	4	the	the	DET
fcis-17465	102	5	original	original	ADJ
fcis-17465	102	6	images	image	NOUN
fcis-17465	102	7	;	;	PUNCT
fcis-17465	102	8	(	(	PUNCT
fcis-17465	102	9	b	b	X
fcis-17465	102	10	)	)	PUNCT
fcis-17465	102	11	images	image	NOUN
fcis-17465	102	12	processed	process	VERB
fcis-17465	102	13	by	by	ADP
fcis-17465	102	14	guided	guide	VERB
fcis-17465	102	15	filtering	filtering	NOUN
fcis-17465	102	16	;	;	PUNCT
fcis-17465	102	17	(	(	PUNCT
fcis-17465	102	18	c	c	X
fcis-17465	102	19	)	)	PUNCT
fcis-17465	102	20	images	image	NOUN
fcis-17465	102	21	processed	process	VERB
fcis-17465	102	22	by	by	ADP
fcis-17465	102	23	minimum	minimum	ADJ
fcis-17465	102	24	filtering	filtering	NOUN
fcis-17465	102	25	;	;	PUNCT
fcis-17465	102	26	(	(	PUNCT
fcis-17465	102	27	d	d	X
fcis-17465	102	28	)	)	PUNCT
fcis-17465	102	29	images	image	NOUN
fcis-17465	102	30	after	after	ADP
fcis-17465	102	31	brightness	brightness	NOUN
fcis-17465	102	32	enhancement	enhancement	NOUN
fcis-17465	102	33	;	;	PUNCT
fcis-17465	102	34	(	(	PUNCT
fcis-17465	102	35	e	e	NOUN
fcis-17465	102	36	)	)	PUNCT
fcis-17465	102	37	image	image	NOUN
fcis-17465	102	38	enhanced	enhance	VERB
fcis-17465	102	39	by	by	ADP
fcis-17465	102	40	ahe	ahe	PROPN
fcis-17465	102	41	.	.	PROPN
fcis-17465	102	42	table	table	PROPN
fcis-17465	103	1	1	1	NUM
fcis-17465	103	2	.	.	PUNCT
fcis-17465	103	3	comparison	comparison	NOUN
fcis-17465	103	4	of	of	ADP
fcis-17465	103	5	parameters	parameter	NOUN
fcis-17465	103	6	after	after	ADP
fcis-17465	103	7	image	image	NOUN
fcis-17465	103	8	processing	processing	NOUN
fcis-17465	103	9	to	to	PART
fcis-17465	103	10	address	address	VERB
fcis-17465	103	11	this	this	PRON
fcis-17465	103	12	,	,	PUNCT
fcis-17465	103	13	brightness	brightness	NOUN
fcis-17465	103	14	enhancement	enhancement	NOUN
fcis-17465	103	15	and	and	CCONJ
fcis-17465	103	16	histogram	histogram	NOUN
fcis-17465	103	17	equalization	equalization	NOUN
fcis-17465	103	18	are	be	AUX
fcis-17465	103	19	applied	apply	VERB
fcis-17465	103	20	following	follow	VERB
fcis-17465	103	21	the	the	DET
fcis-17465	103	22	guided	guide	VERB
fcis-17465	103	23	filtering	filtering	NOUN
fcis-17465	103	24	operation	operation	NOUN
fcis-17465	103	25	.	.	PUNCT
fcis-17465	104	1	subsequent	subsequent	ADJ
fcis-17465	104	2	examination	examination	NOUN
fcis-17465	104	3	reveals	reveal	VERB
fcis-17465	104	4	that	that	SCONJ
fcis-17465	104	5	all	all	DET
fcis-17465	104	6	performance	performance	NOUN
fcis-17465	104	7	indicators	indicator	NOUN
fcis-17465	104	8	post	post	ADJ
fcis-17465	104	9	-	-	ADJ
fcis-17465	104	10	enhancement	enhancement	NOUN
fcis-17465	104	11	surpasses	surpasse	NOUN
fcis-17465	104	12	those	those	PRON
fcis-17465	104	13	attained	attain	VERB
fcis-17465	104	14	through	through	ADP
fcis-17465	104	15	the	the	DET
fcis-17465	104	16	minimum	minimum	ADJ
fcis-17465	104	17	filtering	filtering	NOUN
fcis-17465	104	18	process	process	NOUN
fcis-17465	104	19	.	.	PUNCT
fcis-17465	105	1	therefore	therefore	ADV
fcis-17465	105	2	,	,	PUNCT
fcis-17465	105	3	it	it	PRON
fcis-17465	105	4	is	be	AUX
fcis-17465	105	5	apparent	apparent	ADJ
fcis-17465	105	6	that	that	SCONJ
fcis-17465	105	7	leveraging	leverage	VERB
fcis-17465	105	8	guided	guide	VERB
fcis-17465	105	9	filtering	filtering	NOUN
fcis-17465	105	10	within	within	ADP
fcis-17465	105	11	the	the	DET
fcis-17465	105	12	dark	dark	ADJ
fcis-17465	105	13	channel	channel	NOUN
fcis-17465	105	14	dehazing	dehazing	NOUN
fcis-17465	105	15	framework	framework	NOUN
fcis-17465	105	16	effectively	effectively	ADV
fcis-17465	105	17	reduces	reduce	VERB
fcis-17465	105	18	haze	haze	NOUN
fcis-17465	105	19	presence	presence	NOUN
fcis-17465	105	20	in	in	ADP
fcis-17465	105	21	images	image	NOUN
fcis-17465	105	22	and	and	CCONJ
fcis-17465	105	23	significantly	significantly	ADV
fcis-17465	105	24	enhances	enhance	VERB
fcis-17465	105	25	their	their	PRON
fcis-17465	105	26	quality	quality	NOUN
fcis-17465	105	27	.	.	PUNCT
fcis-17465	106	1	this	this	DET
fcis-17465	106	2	approach	approach	NOUN
fcis-17465	106	3	demonstrates	demonstrate	VERB
fcis-17465	106	4	promising	promise	VERB
fcis-17465	106	5	practical	practical	ADJ
fcis-17465	106	6	implications	implication	NOUN
fcis-17465	106	7	.	.	PUNCT
fcis-17465	107	1	4	4	X
fcis-17465	107	2	.	.	X
fcis-17465	107	3	conclusion	conclusion	NOUN
fcis-17465	107	4	overall	overall	ADV
fcis-17465	107	5	,	,	PUNCT
fcis-17465	107	6	the	the	DET
fcis-17465	107	7	guided	guide	VERB
fcis-17465	107	8	filtering	filtering	NOUN
fcis-17465	107	9	based	base	VERB
fcis-17465	107	10	image	image	NOUN
fcis-17465	107	11	dehazing	dehazing	NOUN
fcis-17465	107	12	algorithm	algorithm	NOUN
fcis-17465	107	13	is	be	AUX
fcis-17465	107	14	effective	effective	ADJ
fcis-17465	107	15	in	in	ADP
fcis-17465	107	16	removing	remove	VERB
fcis-17465	107	17	haze	haze	NOUN
fcis-17465	107	18	from	from	ADP
fcis-17465	107	19	images	image	NOUN
fcis-17465	107	20	,	,	PUNCT
fcis-17465	107	21	except	except	SCONJ
fcis-17465	107	22	for	for	ADP
fcis-17465	107	23	bright	bright	ADJ
fcis-17465	107	24	areas	area	NOUN
fcis-17465	107	25	such	such	ADJ
fcis-17465	107	26	as	as	ADP
fcis-17465	107	27	the	the	DET
fcis-17465	107	28	sky	sky	NOUN
fcis-17465	107	29	,	,	PUNCT
fcis-17465	107	30	where	where	SCONJ
fcis-17465	107	31	the	the	DET
fcis-17465	107	32	dark	dark	ADJ
fcis-17465	107	33	channel	channel	NOUN
fcis-17465	107	34	a	a	DET
fcis-17465	107	35	priori	priori	ADJ
fcis-17465	107	36	algorithm	algorithm	NOUN
fcis-17465	107	37	may	may	AUX
fcis-17465	107	38	falter	falter	VERB
fcis-17465	107	39	.	.	PUNCT
fcis-17465	108	1	this	this	PRON
fcis-17465	108	2	can	can	AUX
fcis-17465	108	3	result	result	VERB
fcis-17465	108	4	in	in	ADP
fcis-17465	108	5	inaccurate	inaccurate	ADJ
fcis-17465	108	6	estimations	estimation	NOUN
fcis-17465	108	7	of	of	ADP
fcis-17465	108	8	atmospheric	atmospheric	ADJ
fcis-17465	108	9	light	light	NOUN
fcis-17465	108	10	and	and	CCONJ
fcis-17465	108	11	transmittance	transmittance	NOUN
fcis-17465	108	12	in	in	ADP
fcis-17465	108	13	these	these	DET
fcis-17465	108	14	regions	region	NOUN
fcis-17465	108	15	,	,	PUNCT
fcis-17465	108	16	leading	lead	VERB
fcis-17465	108	17	to	to	ADP
fcis-17465	108	18	color	color	NOUN
fcis-17465	108	19	distortions	distortion	NOUN
fcis-17465	108	20	,	,	PUNCT
fcis-17465	108	21	offsets	offset	NOUN
fcis-17465	108	22	,	,	PUNCT
fcis-17465	108	23	or	or	CCONJ
fcis-17465	108	24	incomplete	incomplete	ADJ
fcis-17465	108	25	dehazing	dehazing	NOUN
fcis-17465	108	26	,	,	PUNCT
fcis-17465	108	27	resulting	result	VERB
fcis-17465	108	28	in	in	ADP
fcis-17465	108	29	an	an	DET
fcis-17465	108	30	overall	overall	ADJ
fcis-17465	108	31	dark	dark	ADJ
fcis-17465	108	32	appearance	appearance	NOUN
fcis-17465	108	33	.	.	PUNCT
fcis-17465	109	1	to	to	PART
fcis-17465	109	2	address	address	VERB
fcis-17465	109	3	this	this	DET
fcis-17465	109	4	limitation	limitation	NOUN
fcis-17465	109	5	,	,	PUNCT
fcis-17465	109	6	a	a	DET
fcis-17465	109	7	new	new	ADJ
fcis-17465	109	8	model	model	NOUN
fcis-17465	109	9	is	be	AUX
fcis-17465	109	10	necessary	necessary	ADJ
fcis-17465	109	11	to	to	PART
fcis-17465	109	12	recalibrate	recalibrate	VERB
fcis-17465	109	13	the	the	DET
fcis-17465	109	14	transmittance	transmittance	NOUN
fcis-17465	109	15	values	value	NOUN
fcis-17465	109	16	specifically	specifically	ADV
fcis-17465	109	17	for	for	ADP
fcis-17465	109	18	bright	bright	ADJ
fcis-17465	109	19	areas	area	NOUN
fcis-17465	109	20	.	.	PUNCT
fcis-17465	110	1	despite	despite	SCONJ
fcis-17465	110	2	the	the	DET
fcis-17465	110	3	potential	potential	ADJ
fcis-17465	110	4	darkness	darkness	NOUN
fcis-17465	110	5	of	of	ADP
fcis-17465	110	6	the	the	DET
fcis-17465	110	7	processed	process	VERB
fcis-17465	110	8	image	image	NOUN
fcis-17465	110	9	,	,	PUNCT
fcis-17465	110	10	enhancements	enhancement	NOUN
fcis-17465	110	11	such	such	ADJ
fcis-17465	110	12	as	as	ADP
fcis-17465	110	13	increasing	increase	VERB
fcis-17465	110	14	brightness	brightness	NOUN
fcis-17465	110	15	,	,	PUNCT
fcis-17465	110	16	contrast	contrast	NOUN
fcis-17465	110	17	adjustments	adjustment	NOUN
fcis-17465	110	18	,	,	PUNCT
fcis-17465	110	19	and	and	CCONJ
fcis-17465	110	20	histogram	histogram	NOUN
fcis-17465	110	21	equalization	equalization	NOUN
fcis-17465	110	22	can	can	AUX
fcis-17465	110	23	alleviate	alleviate	VERB
fcis-17465	110	24	this	this	DET
fcis-17465	110	25	issue	issue	NOUN
fcis-17465	110	26	.	.	PUNCT
fcis-17465	111	1	guided	guide	VERB
fcis-17465	111	2	filtering	filtering	NOUN
fcis-17465	111	3	operates	operate	NOUN
fcis-17465	111	4	on	on	ADP
fcis-17465	111	5	the	the	DET
fcis-17465	111	6	principle	principle	NOUN
fcis-17465	111	7	of	of	ADP
fcis-17465	111	8	box	box	PROPN
fcis-17465	111	9	filtering	filtering	NOUN
fcis-17465	111	10	,	,	PUNCT
fcis-17465	111	11	enabling	enable	VERB
fcis-17465	111	12	swift	swift	ADJ
fcis-17465	111	13	processing	processing	NOUN
fcis-17465	111	14	with	with	ADP
fcis-17465	111	15	a	a	DET
fcis-17465	111	16	relatively	relatively	ADV
fcis-17465	111	17	short	short	ADJ
fcis-17465	111	18	runtime	runtime	NOUN
fcis-17465	111	19	of	of	ADP
fcis-17465	111	20	approximately	approximately	ADV
fcis-17465	111	21	four	four	NUM
fcis-17465	111	22	to	to	PART
fcis-17465	111	23	five	five	NUM
fcis-17465	111	24	seconds	second	NOUN
fcis-17465	111	25	on	on	ADP
fcis-17465	111	26	high	high	ADJ
fcis-17465	111	27	-	-	PUNCT
fcis-17465	111	28	speed	speed	NOUN
fcis-17465	111	29	computational	computational	ADJ
fcis-17465	111	30	platforms	platform	NOUN
fcis-17465	111	31	.	.	PUNCT
fcis-17465	112	1	references	reference	NOUN
fcis-17465	112	2	[	[	X
fcis-17465	112	3	1	1	X
fcis-17465	112	4	]	]	PUNCT
fcis-17465	112	5	he	he	PRON
fcis-17465	112	6	,	,	PUNCT
fcis-17465	112	7	kaiming	kaiming	NOUN
fcis-17465	112	8	,	,	PUNCT
fcis-17465	112	9	jian	jian	PROPN
fcis-17465	112	10	sun	sun	PROPN
fcis-17465	112	11	,	,	PUNCT
fcis-17465	112	12	and	and	CCONJ
fcis-17465	112	13	xiaoou	xiaoou	PROPN
fcis-17465	112	14	tang	tang	PROPN
fcis-17465	112	15	.	.	PUNCT
fcis-17465	113	1	"	"	PUNCT
fcis-17465	113	2	single	single	ADJ
fcis-17465	113	3	image	image	NOUN
fcis-17465	113	4	haze	haze	NOUN
fcis-17465	113	5	removal	removal	NOUN
fcis-17465	113	6	using	use	VERB
fcis-17465	113	7	dark	dark	ADJ
fcis-17465	113	8	channel	channel	NOUN
fcis-17465	113	9	prior	prior	ADV
fcis-17465	113	10	.	.	PUNCT
fcis-17465	113	11	"	"	PUNCT
fcis-17465	114	1	ieee	ieee	NOUN
fcis-17465	114	2	transactions	transaction	NOUN
fcis-17465	114	3	on	on	ADP
fcis-17465	114	4	pattern	pattern	NOUN
fcis-17465	114	5	analysis	analysis	NOUN
fcis-17465	114	6	and	and	CCONJ
fcis-17465	114	7	machine	machine	NOUN
fcis-17465	114	8	intelligence	intelligence	NOUN
fcis-17465	114	9	33.12	33.12	NUM
fcis-17465	114	10	(	(	PUNCT
fcis-17465	114	11	2010	2010	NUM
fcis-17465	114	12	):	):	PUNCT
fcis-17465	114	13	23412353	23412353	NUM
fcis-17465	114	14	.	.	PUNCT
fcis-17465	115	1	[	[	X
fcis-17465	115	2	2	2	NUM
fcis-17465	115	3	]	]	X
fcis-17465	115	4	chen	chen	PROPN
fcis-17465	115	5	,	,	PUNCT
fcis-17465	115	6	zihong	zihong	PROPN
fcis-17465	115	7	,	,	PUNCT
fcis-17465	115	8	et	et	PROPN
fcis-17465	115	9	al	al	PROPN
fcis-17465	115	10	.	.	PUNCT
fcis-17465	115	11	"	"	PUNCT
fcis-17465	115	12	research	research	NOUN
fcis-17465	115	13	of	of	ADP
fcis-17465	115	14	polarized	polarize	VERB
fcis-17465	115	15	image	image	NOUN
fcis-17465	115	16	defogging	defogging	NOUN
fcis-17465	115	17	technique	technique	NOUN
fcis-17465	115	18	based	base	VERB
fcis-17465	115	19	on	on	ADP
fcis-17465	115	20	dark	dark	ADJ
fcis-17465	115	21	channel	channel	NOUN
fcis-17465	115	22	priori	priori	ADV
fcis-17465	115	23	and	and	CCONJ
fcis-17465	115	24	guided	guide	VERB
fcis-17465	115	25	filtering	filtering	NOUN
fcis-17465	115	26	.	.	PUNCT
fcis-17465	115	27	"	"	PUNCT
fcis-17465	116	1	procedia	procedia	NOUN
fcis-17465	116	2	computer	computer	NOUN
fcis-17465	116	3	science	science	NOUN
fcis-17465	116	4	131	131	NUM
fcis-17465	116	5	(	(	PUNCT
fcis-17465	116	6	2018	2018	NUM
fcis-17465	116	7	):	):	PUNCT
fcis-17465	116	8	289	289	NUM
fcis-17465	116	9	-	-	SYM
fcis-17465	116	10	294	294	NUM
fcis-17465	116	11	.	.	PUNCT
fcis-17465	117	1	[	[	X
fcis-17465	117	2	3	3	NUM
fcis-17465	117	3	]	]	SYM
fcis-17465	117	4	wu	wu	PROPN
fcis-17465	117	5	,	,	PUNCT
fcis-17465	117	6	miao	miao	NOUN
fcis-17465	117	7	,	,	PUNCT
fcis-17465	117	8	et	et	PROPN
fcis-17465	117	9	al	al	PROPN
fcis-17465	117	10	.	.	PUNCT
fcis-17465	118	1	"	"	PUNCT
fcis-17465	118	2	improvement	improvement	NOUN
fcis-17465	118	3	of	of	ADP
fcis-17465	118	4	dehazing	dehaze	VERB
fcis-17465	118	5	algorithm	algorithm	NOUN
fcis-17465	118	6	based	base	VERB
fcis-17465	118	7	on	on	ADP
fcis-17465	118	8	dark	dark	ADJ
fcis-17465	118	9	channel	channel	NOUN
fcis-17465	118	10	priori	priori	ADJ
fcis-17465	118	11	theory	theory	NOUN
fcis-17465	118	12	.	.	PUNCT
fcis-17465	118	13	"	"	PUNCT
fcis-17465	119	1	optik	optik	PROPN
fcis-17465	119	2	206	206	NUM
fcis-17465	119	3	(	(	PUNCT
fcis-17465	119	4	2020	2020	NUM
fcis-17465	119	5	):	):	PUNCT
fcis-17465	119	6	164174	164174	NUM
fcis-17465	119	7	.	.	PUNCT
fcis-17465	120	1	[	[	X
fcis-17465	120	2	4	4	NUM
fcis-17465	120	3	]	]	X
fcis-17465	120	4	wei	wei	PROPN
fcis-17465	120	5	,	,	PUNCT
fcis-17465	120	6	zhongliang	zhongliang	PROPN
fcis-17465	120	7	,	,	PUNCT
fcis-17465	120	8	et	et	PROPN
fcis-17465	120	9	al	al	PROPN
fcis-17465	120	10	.	.	PUNCT
fcis-17465	121	1	"	"	PUNCT
fcis-17465	121	2	an	an	DET
fcis-17465	121	3	image	image	NOUN
fcis-17465	121	4	fusion	fusion	NOUN
fcis-17465	121	5	dehazing	dehazing	NOUN
fcis-17465	121	6	algorithm	algorithm	NOUN
fcis-17465	121	7	based	base	VERB
fcis-17465	121	8	on	on	ADP
fcis-17465	121	9	dark	dark	ADJ
fcis-17465	121	10	channel	channel	NOUN
fcis-17465	121	11	prior	prior	ADV
fcis-17465	121	12	and	and	CCONJ
fcis-17465	121	13	retinex	retinex	ADJ
fcis-17465	121	14	.	.	PUNCT
fcis-17465	121	15	"	"	PUNCT
fcis-17465	122	1	international	international	ADJ
fcis-17465	122	2	journal	journal	NOUN
fcis-17465	122	3	of	of	ADP
fcis-17465	122	4	computational	computational	ADJ
fcis-17465	122	5	science	science	NOUN
fcis-17465	122	6	and	and	CCONJ
fcis-17465	122	7	engineering	engineering	NOUN
fcis-17465	122	8	23.2	23.2	NUM
fcis-17465	122	9	(	(	PUNCT
fcis-17465	122	10	2020	2020	NUM
fcis-17465	122	11	):	):	PUNCT
fcis-17465	122	12	115123	115123	NUM
fcis-17465	122	13	.	.	PUNCT
fcis-17465	123	1	[	[	X
fcis-17465	123	2	5	5	NUM
fcis-17465	123	3	]	]	SYM
fcis-17465	123	4	pan	pan	PROPN
fcis-17465	123	5	,	,	PUNCT
fcis-17465	123	6	xiaoxi	xiaoxi	PROPN
fcis-17465	123	7	,	,	PUNCT
fcis-17465	123	8	et	et	PROPN
fcis-17465	123	9	al	al	PROPN
fcis-17465	123	10	.	.	PUNCT
fcis-17465	123	11	"	"	PUNCT
fcis-17465	123	12	haze	haze	NOUN
fcis-17465	123	13	removal	removal	NOUN
fcis-17465	123	14	for	for	ADP
fcis-17465	123	15	a	a	DET
fcis-17465	123	16	single	single	ADJ
fcis-17465	123	17	remote	remote	ADJ
fcis-17465	123	18	sensing	sense	VERB
fcis-17465	123	19	image	image	NOUN
fcis-17465	123	20	based	base	VERB
fcis-17465	123	21	on	on	ADP
fcis-17465	123	22	deformed	deformed	ADJ
fcis-17465	123	23	haze	haze	NOUN
fcis-17465	123	24	imaging	imaging	NOUN
fcis-17465	123	25	model	model	NOUN
fcis-17465	123	26	.	.	PUNCT
fcis-17465	123	27	"	"	PUNCT
fcis-17465	123	28	ieee	ieee	NOUN
fcis-17465	123	29	signal	signal	NOUN
fcis-17465	123	30	processing	processing	NOUN
fcis-17465	123	31	letters	letter	NOUN
fcis-17465	123	32	22.10	22.10	NUM
fcis-17465	123	33	(	(	PUNCT
fcis-17465	123	34	2015	2015	NUM
fcis-17465	123	35	):	):	PUNCT
fcis-17465	123	36	1806	1806	NUM
fcis-17465	123	37	-	-	SYM
fcis-17465	123	38	1810	1810	NUM
fcis-17465	123	39	.	.	PUNCT
fcis-17465	124	1	[	[	X
fcis-17465	124	2	6	6	NUM
fcis-17465	124	3	]	]	X
fcis-17465	124	4	kim	kim	PROPN
fcis-17465	124	5	,	,	PUNCT
fcis-17465	124	6	se	se	PROPN
fcis-17465	124	7	eun	eun	PROPN
fcis-17465	124	8	,	,	PUNCT
fcis-17465	124	9	tae	tae	PROPN
fcis-17465	124	10	hee	hee	PROPN
fcis-17465	124	11	park	park	NOUN
fcis-17465	124	12	,	,	PUNCT
fcis-17465	124	13	and	and	CCONJ
fcis-17465	124	14	il	il	PROPN
fcis-17465	124	15	kyu	kyu	PROPN
fcis-17465	124	16	eom	eom	PROPN
fcis-17465	124	17	.	.	PUNCT
fcis-17465	125	1	"	"	PUNCT
fcis-17465	125	2	fast	fast	ADJ
fcis-17465	125	3	single	single	ADJ
fcis-17465	125	4	image	image	NOUN
fcis-17465	125	5	dehazing	dehazing	NOUN
fcis-17465	125	6	using	use	VERB
fcis-17465	125	7	saturation	saturation	NOUN
fcis-17465	125	8	based	base	VERB
fcis-17465	125	9	transmission	transmission	NOUN
fcis-17465	125	10	map	map	NOUN
fcis-17465	125	11	estimation	estimation	NOUN
fcis-17465	125	12	.	.	PUNCT
fcis-17465	125	13	"	"	PUNCT
fcis-17465	126	1	ieee	ieee	NOUN
fcis-17465	126	2	transactions	transaction	NOUN
fcis-17465	126	3	on	on	ADP
fcis-17465	126	4	image	image	NOUN
fcis-17465	126	5	processing	process	VERB
fcis-17465	126	6	29	29	NUM
fcis-17465	126	7	(	(	PUNCT
fcis-17465	126	8	2019	2019	NUM
fcis-17465	126	9	):	):	PUNCT
fcis-17465	126	10	1985	1985	NUM
fcis-17465	126	11	-	-	SYM
fcis-17465	126	12	1998	1998	NUM
fcis-17465	126	13	.	.	PUNCT
fcis-17465	127	1	[	[	X
fcis-17465	127	2	7	7	X
fcis-17465	127	3	]	]	X
fcis-17465	127	4	lu	lu	PROPN
fcis-17465	127	5	,	,	PUNCT
fcis-17465	127	6	zongwei	zongwei	NOUN
fcis-17465	127	7	,	,	PUNCT
fcis-17465	127	8	et	et	PROPN
fcis-17465	127	9	al	al	PROPN
fcis-17465	127	10	.	.	PUNCT
fcis-17465	127	11	"	"	PUNCT
fcis-17465	127	12	effective	effective	ADJ
fcis-17465	127	13	guided	guide	VERB
fcis-17465	127	14	image	image	NOUN
fcis-17465	127	15	filtering	filter	VERB
fcis-17465	127	16	for	for	ADP
fcis-17465	127	17	contrast	contrast	NOUN
fcis-17465	127	18	enhancement	enhancement	NOUN
fcis-17465	127	19	.	.	PUNCT
fcis-17465	127	20	"	"	PUNCT
fcis-17465	128	1	ieee	ieee	NOUN
fcis-17465	128	2	signal	signal	NOUN
fcis-17465	128	3	processing	processing	NOUN
fcis-17465	128	4	letters	letter	NOUN
fcis-17465	128	5	25.10	25.10	NUM
fcis-17465	128	6	(	(	PUNCT
fcis-17465	128	7	2018	2018	NUM
fcis-17465	128	8	):	):	PUNCT
fcis-17465	128	9	1585	1585	NUM
fcis-17465	128	10	-	-	SYM
fcis-17465	128	11	1589	1589	NUM
fcis-17465	128	12	.	.	PUNCT
fcis-17465	129	1	[	[	X
fcis-17465	129	2	8	8	NUM
fcis-17465	129	3	]	]	SYM
fcis-17465	129	4	li	li	PROPN
fcis-17465	129	5	,	,	PUNCT
fcis-17465	129	6	shutao	shutao	PROPN
fcis-17465	129	7	,	,	PUNCT
fcis-17465	129	8	xudong	xudong	PROPN
fcis-17465	129	9	kang	kang	PROPN
fcis-17465	129	10	,	,	PUNCT
fcis-17465	129	11	and	and	CCONJ
fcis-17465	129	12	jianwen	jianwen	PROPN
fcis-17465	129	13	hu	hu	PROPN
fcis-17465	129	14	.	.	PUNCT
fcis-17465	130	1	"	"	PUNCT
fcis-17465	130	2	image	image	NOUN
fcis-17465	130	3	fusion	fusion	NOUN
fcis-17465	130	4	with	with	ADP
fcis-17465	130	5	guided	guide	VERB
fcis-17465	130	6	filtering	filtering	NOUN
fcis-17465	130	7	.	.	PUNCT
fcis-17465	130	8	"	"	PUNCT
fcis-17465	131	1	ieee	ieee	NOUN
fcis-17465	131	2	transactions	transaction	NOUN
fcis-17465	131	3	on	on	ADP
fcis-17465	131	4	image	image	NOUN
fcis-17465	131	5	processing	process	VERB
fcis-17465	131	6	22.7	22.7	NUM
fcis-17465	131	7	(	(	PUNCT
fcis-17465	131	8	2013	2013	NUM
fcis-17465	131	9	):	):	PUNCT
fcis-17465	131	10	2864	2864	NUM
fcis-17465	131	11	-	-	SYM
fcis-17465	131	12	2875	2875	NUM
fcis-17465	131	13	.	.	PUNCT
fcis-17465	132	1	[	[	X
fcis-17465	132	2	9	9	NUM
fcis-17465	132	3	]	]	X
fcis-17465	132	4	zimmerman	zimmerman	NOUN
fcis-17465	132	5	,	,	PUNCT
fcis-17465	132	6	john	john	PROPN
fcis-17465	132	7	b.	b.	PROPN
fcis-17465	132	8	,	,	PUNCT
fcis-17465	132	9	et	et	PROPN
fcis-17465	132	10	al	al	PROPN
fcis-17465	132	11	.	.	PUNCT
fcis-17465	133	1	"	"	PUNCT
fcis-17465	133	2	an	an	DET
fcis-17465	133	3	evaluation	evaluation	NOUN
fcis-17465	133	4	of	of	ADP
fcis-17465	133	5	the	the	DET
fcis-17465	133	6	effectiveness	effectiveness	NOUN
fcis-17465	133	7	of	of	ADP
fcis-17465	133	8	adaptive	adaptive	ADJ
fcis-17465	133	9	histogram	histogram	NOUN
fcis-17465	133	10	equalization	equalization	NOUN
fcis-17465	133	11	for	for	ADP
fcis-17465	133	12	contrast	contrast	NOUN
fcis-17465	133	13	enhancement	enhancement	NOUN
fcis-17465	133	14	.	.	PUNCT
fcis-17465	133	15	"	"	PUNCT
fcis-17465	134	1	ieee	ieee	NOUN
fcis-17465	134	2	transactions	transaction	NOUN
fcis-17465	134	3	on	on	ADP
fcis-17465	134	4	medical	medical	ADJ
fcis-17465	134	5	imaging	imaging	NOUN
fcis-17465	134	6	7.4	7.4	NUM
fcis-17465	134	7	(	(	PUNCT
fcis-17465	134	8	1988	1988	NUM
fcis-17465	134	9	):	):	PUNCT
fcis-17465	134	10	304	304	NUM
fcis-17465	134	11	-	-	SYM
fcis-17465	134	12	312	312	NUM
fcis-17465	134	13	.	.	PUNCT
fcis-17465	135	1	[	[	X
fcis-17465	135	2	10	10	NUM
fcis-17465	135	3	]	]	X
fcis-17465	135	4	setiadi	setiadi	NOUN
fcis-17465	135	5	,	,	PUNCT
fcis-17465	135	6	de	de	PROPN
fcis-17465	135	7	rosal	rosal	PROPN
fcis-17465	135	8	igantius	igantius	PROPN
fcis-17465	135	9	moses	moses	PROPN
fcis-17465	135	10	.	.	PUNCT
fcis-17465	136	1	"	"	PUNCT
fcis-17465	136	2	psnr	psnr	NOUN
fcis-17465	136	3	vs	vs	ADP
fcis-17465	136	4	ssim	ssim	NOUN
fcis-17465	136	5	:	:	PUNCT
fcis-17465	136	6	imperceptibility	imperceptibility	NOUN
fcis-17465	136	7	quality	quality	NOUN
fcis-17465	136	8	assessment	assessment	NOUN
fcis-17465	136	9	for	for	ADP
fcis-17465	136	10	image	image	NOUN
fcis-17465	136	11	steganography	steganography	NOUN
fcis-17465	136	12	.	.	PUNCT
fcis-17465	137	1	"	"	PUNCT
fcis-17465	137	2	multimedia	multimedia	NOUN
fcis-17465	137	3	tools	tool	NOUN
fcis-17465	137	4	and	and	CCONJ
fcis-17465	137	5	applications	application	NOUN
fcis-17465	137	6	80.6	80.6	NUM
fcis-17465	137	7	(	(	PUNCT
fcis-17465	137	8	2021	2021	NUM
fcis-17465	137	9	):	):	PUNCT
fcis-17465	137	10	8423	8423	NUM
fcis-17465	137	11	-	-	SYM
fcis-17465	137	12	8444	8444	NUM
fcis-17465	137	13	.	.	PUNCT