id	sid	tid	token	lemma	pos
iajs-87	1	1	microsoft	microsoft	PROPN
iajs-87	1	2	word	word	NOUN
iajs-87	1	3	81	81	NUM
iajs-87	1	4	-	-	SYM
iajs-87	1	5	90	90	NUM
iajs-87	1	6	physics	physic	NOUN
iajs-87	1	7	|	|	ADV
iajs-87	1	8	81	81	NUM
iajs-87	1	9	2016	2016	NUM
iajs-87	1	10	)	)	PUNCT
iajs-87	1	11	عام	عام	ADP
iajs-87	1	12	2العدد	2العدد	NUM
iajs-87	1	13	(	(	PUNCT
iajs-87	1	14	29مجلة	29مجلة	NUM
iajs-87	1	15	إبن	إبن	VERB
iajs-87	1	16	الهيثم	الهيثم	ADJ
iajs-87	1	17	للعلوم	للعلوم	NOUN
iajs-87	1	18	الصرفة	الصرفة	NOUN
iajs-87	2	1	و	و	PRON
iajs-87	2	2	التطبيقية	التطبيقية	ADV
iajs-87	2	3	المجلد	المجلد	VERB
iajs-87	2	4	ibn	ibn	PROPN
iajs-87	2	5	al	al	PROPN
iajs-87	2	6	-	-	PUNCT
iajs-87	2	7	haitham	haitham	PROPN
iajs-87	2	8	j.	j.	PROPN
iajs-87	2	9	for	for	ADP
iajs-87	2	10	pure	pure	PROPN
iajs-87	2	11	&	&	CCONJ
iajs-87	2	12	appl	appl	PROPN
iajs-87	2	13	.	.	PUNCT
iajs-87	3	1	sci	sci	PROPN
iajs-87	3	2	.	.	PUNCT
iajs-87	4	1	vol.29	vol.29	PROPN
iajs-87	4	2	(	(	PUNCT
iajs-87	4	3	2	2	NUM
iajs-87	4	4	)	)	SYM
iajs-87	4	5	2016	2016	NUM
iajs-87	4	6	correction	correction	NOUN
iajs-87	4	7	of	of	ADP
iajs-87	4	8	non	non	ADJ
iajs-87	4	9	-	-	ADJ
iajs-87	4	10	uniform	uniform	ADJ
iajs-87	4	11	illumination	illumination	NOUN
iajs-87	4	12	for	for	ADP
iajs-87	4	13	biological	biological	ADJ
iajs-87	4	14	images	image	NOUN
iajs-87	4	15	using	use	VERB
iajs-87	4	16	morphological	morphological	ADJ
iajs-87	4	17	operation	operation	NOUN
iajs-87	4	18	assessing	assess	VERB
iajs-87	4	19	with	with	ADP
iajs-87	4	20	statistical	statistical	ADJ
iajs-87	4	21	features	feature	NOUN
iajs-87	4	22	quality	quality	NOUN
iajs-87	4	23	.	.	PUNCT
iajs-87	5	1	layla	layla	PROPN
iajs-87	5	2	h.	h.	PROPN
iajs-87	5	3	abaas	abaas	PROPN
iajs-87	5	4	hussain	hussain	PROPN
iajs-87	5	5	dept	dept	PROPN
iajs-87	5	6	.	.	PROPN
iajs-87	6	1	of	of	ADP
iajs-87	6	2	computers/	computers/	NUM
iajs-87	6	3	college	college	NOUN
iajs-87	6	4	of	of	ADP
iajs-87	6	5	science/	science/	NUM
iajs-87	6	6	al	al	PROPN
iajs-87	6	7	-	-	PUNCT
iajs-87	6	8	mustansiriyh	mustansiriyh	PROPN
iajs-87	6	9	university	university	NOUN
iajs-87	6	10	amel	amel	PROPN
iajs-87	6	11	h.abbas	h.abbas	PROPN
iajs-87	6	12	alamry	alamry	PROPN
iajs-87	6	13	dept	dept	PROPN
iajs-87	6	14	.	.	PROPN
iajs-87	7	1	of	of	ADP
iajs-87	7	2	physics/	physics/	NUM
iajs-87	7	3	college	college	NOUN
iajs-87	7	4	of	of	ADP
iajs-87	7	5	science/	science/	NUM
iajs-87	7	6	al	al	PROPN
iajs-87	7	7	-	-	PUNCT
iajs-87	7	8	mustansiriyh	mustansiriyh	PROPN
iajs-87	7	9	university	university	NOUN
iajs-87	7	10	received	receive	VERB
iajs-87	7	11	in	in	ADP
iajs-87	7	12	:	:	PUNCT
iajs-87	7	13	23	23	NUM
iajs-87	7	14	/	/	SYM
iajs-87	7	15	march/2016,accepted	march/2016,accepte	VERB
iajs-87	7	16	in	in	ADP
iajs-87	7	17	:	:	PUNCT
iajs-87	7	18	17	17	NUM
iajs-87	7	19	/	/	SYM
iajs-87	7	20	may/2016	may/2016	ADJ
iajs-87	7	21	abstract	abstract	ADJ
iajs-87	7	22	non	non	ADJ
iajs-87	7	23	uniform	uniform	ADJ
iajs-87	7	24	illumination	illumination	NOUN
iajs-87	7	25	biological	biological	ADJ
iajs-87	7	26	image	image	NOUN
iajs-87	7	27	often	often	ADV
iajs-87	7	28	leads	lead	VERB
iajs-87	7	29	to	to	PART
iajs-87	7	30	diminish	diminish	VERB
iajs-87	7	31	structures	structure	NOUN
iajs-87	7	32	and	and	CCONJ
iajs-87	7	33	inhomogeneous	inhomogeneous	ADJ
iajs-87	7	34	intensities	intensity	NOUN
iajs-87	7	35	of	of	ADP
iajs-87	7	36	the	the	DET
iajs-87	7	37	image	image	NOUN
iajs-87	7	38	.	.	PUNCT
iajs-87	8	1	algorithm	algorithm	PROPN
iajs-87	8	2	has	have	AUX
iajs-87	8	3	been	be	AUX
iajs-87	8	4	proposed	propose	VERB
iajs-87	8	5	using	use	VERB
iajs-87	8	6	morphological	morphological	ADJ
iajs-87	8	7	operations	operation	NOUN
iajs-87	8	8	different	different	ADJ
iajs-87	8	9	types	type	NOUN
iajs-87	8	10	of	of	ADP
iajs-87	8	11	structuring	structure	VERB
iajs-87	8	12	elements	element	NOUN
iajs-87	8	13	including	include	VERB
iajs-87	8	14	(	(	PUNCT
iajs-87	8	15	dick	dick	PROPN
iajs-87	8	16	,	,	PUNCT
iajs-87	8	17	line	line	NOUN
iajs-87	8	18	,	,	PUNCT
iajs-87	8	19	square	square	NOUN
iajs-87	8	20	and	and	CCONJ
iajs-87	8	21	ball	ball	NOUN
iajs-87	8	22	)	)	PUNCT
iajs-87	8	23	with	with	ADP
iajs-87	8	24	the	the	DET
iajs-87	8	25	same	same	ADJ
iajs-87	8	26	parameters	parameter	NOUN
iajs-87	8	27	of	of	ADP
iajs-87	8	28	(	(	PUNCT
iajs-87	8	29	15).to	15).to	ADV
iajs-87	8	30	correct	correct	VERB
iajs-87	8	31	the	the	DET
iajs-87	8	32	non	non	ADJ
iajs-87	8	33	-	-	ADJ
iajs-87	8	34	uniform	uniform	ADJ
iajs-87	8	35	illumination	illumination	NOUN
iajs-87	8	36	and	and	CCONJ
iajs-87	8	37	enhancement	enhancement	NOUN
iajs-87	8	38	biological	biological	ADJ
iajs-87	8	39	images	image	NOUN
iajs-87	8	40	,	,	PUNCT
iajs-87	8	41	the	the	DET
iajs-87	8	42	non	non	ADJ
iajs-87	8	43	-	-	ADJ
iajs-87	8	44	uniform	uniform	ADJ
iajs-87	8	45	background	background	NOUN
iajs-87	8	46	illumination	illumination	NOUN
iajs-87	8	47	have	have	AUX
iajs-87	8	48	been	be	AUX
iajs-87	8	49	removed	remove	VERB
iajs-87	8	50	from	from	ADP
iajs-87	8	51	image	image	NOUN
iajs-87	8	52	,	,	PUNCT
iajs-87	8	53	using	use	VERB
iajs-87	8	54	(	(	PUNCT
iajs-87	8	55	contrast	contrast	NOUN
iajs-87	8	56	adjustment	adjustment	NOUN
iajs-87	8	57	,	,	PUNCT
iajs-87	8	58	histogram	histogram	NOUN
iajs-87	8	59	equalization	equalization	NOUN
iajs-87	8	60	and	and	CCONJ
iajs-87	8	61	adaptive	adaptive	ADJ
iajs-87	8	62	histogram	histogram	NOUN
iajs-87	8	63	equalization	equalization	NOUN
iajs-87	8	64	)	)	PUNCT
iajs-87	8	65	.	.	PUNCT
iajs-87	9	1	the	the	DET
iajs-87	9	2	used	use	VERB
iajs-87	9	3	basic	basic	ADJ
iajs-87	9	4	approach	approach	NOUN
iajs-87	9	5	to	to	PART
iajs-87	9	6	extract	extract	VERB
iajs-87	9	7	the	the	DET
iajs-87	9	8	statistical	statistical	ADJ
iajs-87	9	9	features	feature	NOUN
iajs-87	9	10	values	value	NOUN
iajs-87	9	11	from	from	ADP
iajs-87	9	12	gray	gray	ADJ
iajs-87	9	13	level	level	NOUN
iajs-87	9	14	of	of	ADP
iajs-87	9	15	co	co	ADJ
iajs-87	9	16	-	-	NOUN
iajs-87	9	17	occurrence	occurrence	ADJ
iajs-87	9	18	matrices	matrix	NOUN
iajs-87	9	19	(	(	PUNCT
iajs-87	9	20	glcm	glcm	PROPN
iajs-87	9	21	)	)	PUNCT
iajs-87	9	22	can	can	AUX
iajs-87	9	23	show	show	VERB
iajs-87	9	24	the	the	DET
iajs-87	9	25	typical	typical	ADJ
iajs-87	9	26	values	value	NOUN
iajs-87	9	27	for	for	ADP
iajs-87	9	28	features	feature	NOUN
iajs-87	9	29	content	content	NOUN
iajs-87	9	30	of	of	ADP
iajs-87	9	31	biological	biological	ADJ
iajs-87	9	32	images	image	NOUN
iajs-87	9	33	that	that	PRON
iajs-87	9	34	can	can	AUX
iajs-87	9	35	be	be	AUX
iajs-87	9	36	in	in	ADP
iajs-87	9	37	form	form	NOUN
iajs-87	9	38	of	of	ADP
iajs-87	9	39	shape	shape	NOUN
iajs-87	9	40	or	or	CCONJ
iajs-87	9	41	specific	specific	ADJ
iajs-87	9	42	features	feature	NOUN
iajs-87	9	43	.	.	PUNCT
iajs-87	10	1	in	in	ADP
iajs-87	10	2	this	this	DET
iajs-87	10	3	research	research	NOUN
iajs-87	10	4	,	,	PUNCT
iajs-87	10	5	the	the	DET
iajs-87	10	6	application	application	NOUN
iajs-87	10	7	of	of	ADP
iajs-87	10	8	gray	gray	ADJ
iajs-87	10	9	level	level	NOUN
iajs-87	10	10	cooccurrence	cooccurrence	NOUN
iajs-87	10	11	matrix	matrix	NOUN
iajs-87	10	12	(	(	PUNCT
iajs-87	10	13	glcm	glcm	NOUN
iajs-87	10	14	)	)	PUNCT
iajs-87	10	15	statistical	statistical	ADJ
iajs-87	10	16	features	feature	NOUN
iajs-87	10	17	correlation	correlation	NOUN
iajs-87	10	18	,	,	PUNCT
iajs-87	10	19	contras	contra	NOUN
iajs-87	10	20	,	,	PUNCT
iajs-87	10	21	energy	energy	NOUN
iajs-87	10	22	and	and	CCONJ
iajs-87	10	23	homogeneity	homogeneity	NOUN
iajs-87	10	24	have	have	AUX
iajs-87	10	25	presented	present	VERB
iajs-87	10	26	these	these	DET
iajs-87	10	27	features	feature	NOUN
iajs-87	10	28	which	which	PRON
iajs-87	10	29	have	have	VERB
iajs-87	10	30	high	high	ADJ
iajs-87	10	31	accuracy	accuracy	NOUN
iajs-87	10	32	and	and	CCONJ
iajs-87	10	33	efficiently	efficiently	ADV
iajs-87	10	34	.	.	PUNCT
iajs-87	11	1	the	the	DET
iajs-87	11	2	color	color	ADJ
iajs-87	11	3	biological	biological	ADJ
iajs-87	11	4	images	image	NOUN
iajs-87	11	5	had	have	AUX
iajs-87	11	6	been	be	AUX
iajs-87	11	7	used	use	VERB
iajs-87	11	8	taken	take	VERB
iajs-87	11	9	which	which	PRON
iajs-87	11	10	is	be	AUX
iajs-87	11	11	from	from	ADP
iajs-87	11	12	microbiology	microbiology	NOUN
iajs-87	11	13	laboratory	laboratory	NOUN
iajs-87	11	14	at	at	ADP
iajs-87	11	15	the	the	DET
iajs-87	11	16	biological	biological	PROPN
iajs-87	11	17	department	department	PROPN
iajs-87	11	18	college	college	PROPN
iajs-87	11	19	of	of	ADP
iajs-87	11	20	science	science	PROPN
iajs-87	11	21	al	al	PROPN
iajs-87	11	22	-	-	PUNCT
iajs-87	11	23	mustansiriyhuniversity	mustansiriyhuniversity	NOUN
iajs-87	11	24	.	.	PUNCT
iajs-87	12	1	the	the	DET
iajs-87	12	2	algorithms	algorithm	NOUN
iajs-87	12	3	have	have	AUX
iajs-87	12	4	been	be	AUX
iajs-87	12	5	applied	apply	VERB
iajs-87	12	6	on	on	ADP
iajs-87	12	7	ten	ten	NUM
iajs-87	12	8	different	different	ADJ
iajs-87	12	9	biological	biological	ADJ
iajs-87	12	10	color	color	NOUN
iajs-87	12	11	images	image	NOUN
iajs-87	12	12	,	,	PUNCT
iajs-87	12	13	in	in	ADP
iajs-87	12	14	this	this	DET
iajs-87	12	15	work	work	NOUN
iajs-87	12	16	only	only	ADV
iajs-87	12	17	two	two	NUM
iajs-87	12	18	images	image	NOUN
iajs-87	12	19	have	have	AUX
iajs-87	12	20	been	be	AUX
iajs-87	12	21	displayed	display	VERB
iajs-87	12	22	.	.	PUNCT
iajs-87	13	1	keywords	keyword	NOUN
iajs-87	13	2	:	:	PUNCT
iajs-87	13	3	non	non	X
iajs-87	13	4	uniform	uniform	ADJ
iajs-87	13	5	illumination	illumination	NOUN
iajs-87	13	6	,	,	PUNCT
iajs-87	13	7	morphological	morphological	ADJ
iajs-87	13	8	operations	operation	NOUN
iajs-87	13	9	,	,	PUNCT
iajs-87	13	10	histogram	histogram	NOUN
iajs-87	13	11	equalization	equalization	NOUN
iajs-87	13	12	,	,	PUNCT
iajs-87	13	13	(	(	PUNCT
iajs-87	13	14	glcm	glcm	NOUN
iajs-87	13	15	)	)	PUNCT
iajs-87	13	16	statistical	statistical	ADJ
iajs-87	13	17	features	feature	NOUN
iajs-87	13	18	physics	physics	NOUN
iajs-87	13	19	|	|	ADV
iajs-87	13	20	82	82	NUM
iajs-87	13	21	2016	2016	NUM
iajs-87	13	22	)	)	PUNCT
iajs-87	13	23	عام	عام	ADP
iajs-87	13	24	2العدد	2العدد	NUM
iajs-87	13	25	(	(	PUNCT
iajs-87	13	26	29مجلة	29مجلة	NUM
iajs-87	13	27	إبن	إبن	VERB
iajs-87	13	28	الهيثم	الهيثم	ADJ
iajs-87	13	29	للعلوم	للعلوم	NOUN
iajs-87	13	30	الصرفة	الصرفة	NOUN
iajs-87	14	1	و	و	PRON
iajs-87	14	2	التطبيقية	التطبيقية	ADV
iajs-87	14	3	المجلد	المجلد	VERB
iajs-87	14	4	ibn	ibn	PROPN
iajs-87	14	5	al	al	PROPN
iajs-87	14	6	-	-	PUNCT
iajs-87	14	7	haitham	haitham	PROPN
iajs-87	14	8	j.	j.	PROPN
iajs-87	14	9	for	for	ADP
iajs-87	14	10	pure	pure	PROPN
iajs-87	14	11	&	&	CCONJ
iajs-87	14	12	appl	appl	PROPN
iajs-87	14	13	.	.	PUNCT
iajs-87	15	1	sci	sci	PROPN
iajs-87	15	2	.	.	PUNCT
iajs-87	16	1	vol.29	vol.29	PROPN
iajs-87	16	2	(	(	PUNCT
iajs-87	16	3	2	2	NUM
iajs-87	16	4	)	)	SYM
iajs-87	16	5	2016	2016	NUM
iajs-87	16	6	introduction	introduction	NOUN
iajs-87	16	7	images	image	NOUN
iajs-87	16	8	play	play	VERB
iajs-87	16	9	an	an	DET
iajs-87	16	10	increasingly	increasingly	ADV
iajs-87	16	11	important	important	ADJ
iajs-87	16	12	role	role	NOUN
iajs-87	16	13	in	in	ADP
iajs-87	16	14	many	many	ADJ
iajs-87	16	15	fields	field	NOUN
iajs-87	16	16	of	of	ADP
iajs-87	16	17	science	science	NOUN
iajs-87	16	18	and	and	CCONJ
iajs-87	16	19	its	its	PRON
iajs-87	16	20	countless	countless	ADJ
iajs-87	16	21	applications	application	NOUN
iajs-87	16	22	.	.	PUNCT
iajs-87	17	1	biology	biology	NOUN
iajs-87	17	2	is	be	AUX
iajs-87	17	3	one	one	NUM
iajs-87	17	4	of	of	ADP
iajs-87	17	5	the	the	DET
iajs-87	17	6	best	good	ADJ
iajs-87	17	7	examples	example	NOUN
iajs-87	17	8	of	of	ADP
iajs-87	17	9	fields	field	NOUN
iajs-87	17	10	that	that	PRON
iajs-87	17	11	have	have	AUX
iajs-87	17	12	come	come	VERB
iajs-87	17	13	to	to	PART
iajs-87	17	14	depend	depend	VERB
iajs-87	17	15	heavily	heavily	ADV
iajs-87	17	16	upon	upon	SCONJ
iajs-87	17	17	images	image	NOUN
iajs-87	17	18	for	for	ADP
iajs-87	17	19	progress	progress	NOUN
iajs-87	17	20	.	.	PUNCT
iajs-87	18	1	as	as	ADP
iajs-87	18	2	a	a	DET
iajs-87	18	3	consequence	consequence	NOUN
iajs-87	18	4	of	of	ADP
iajs-87	18	5	the	the	DET
iajs-87	18	6	ever	ever	ADV
iajs-87	18	7	increasing	increase	VERB
iajs-87	18	8	resolving	resolve	VERB
iajs-87	18	9	power	power	NOUN
iajs-87	18	10	and	and	CCONJ
iajs-87	18	11	efficiency	efficiency	NOUN
iajs-87	18	12	of	of	ADP
iajs-87	18	13	microscopic	microscopic	ADJ
iajs-87	18	14	image	image	NOUN
iajs-87	18	15	acquisition	acquisition	NOUN
iajs-87	18	16	hardware	hardware	NOUN
iajs-87	18	17	and	and	CCONJ
iajs-87	18	18	the	the	DET
iajs-87	18	19	rapidly	rapidly	ADV
iajs-87	18	20	decreasing	decrease	VERB
iajs-87	18	21	cost	cost	NOUN
iajs-87	18	22	of	of	ADP
iajs-87	18	23	mass	mass	ADJ
iajs-87	18	24	storage	storage	NOUN
iajs-87	18	25	and	and	CCONJ
iajs-87	18	26	communication	communication	NOUN
iajs-87	18	27	media	medium	NOUN
iajs-87	18	28	,	,	PUNCT
iajs-87	18	29	biological	biological	ADJ
iajs-87	18	30	image	image	NOUN
iajs-87	18	31	data	datum	NOUN
iajs-87	18	32	sets	set	NOUN
iajs-87	18	33	grow	grow	VERB
iajs-87	18	34	exponentially	exponentially	ADV
iajs-87	18	35	in	in	ADP
iajs-87	18	36	size	size	NOUN
iajs-87	18	37	and	and	CCONJ
iajs-87	18	38	carry	carry	VERB
iajs-87	18	39	more	more	ADJ
iajs-87	18	40	and	and	CCONJ
iajs-87	18	41	more	more	ADJ
iajs-87	18	42	information	information	NOUN
iajs-87	18	43	.	.	PUNCT
iajs-87	19	1	extracting	extract	VERB
iajs-87	19	2	this	this	DET
iajs-87	19	3	information	information	NOUN
iajs-87	19	4	by	by	ADP
iajs-87	19	5	visual	visual	ADJ
iajs-87	19	6	inspection	inspection	NOUN
iajs-87	19	7	and	and	CCONJ
iajs-87	19	8	manual	manual	ADJ
iajs-87	19	9	measurement	measurement	NOUN
iajs-87	19	10	is	be	AUX
iajs-87	19	11	labor	labor	NOUN
iajs-87	19	12	intensive	intensive	ADJ
iajs-87	19	13	,	,	PUNCT
iajs-87	19	14	and	and	CCONJ
iajs-87	19	15	the	the	DET
iajs-87	19	16	results	result	NOUN
iajs-87	19	17	are	be	AUX
iajs-87	19	18	potentially	potentially	ADV
iajs-87	19	19	inaccurate	inaccurate	ADJ
iajs-87	19	20	and	and	CCONJ
iajs-87	19	21	poorly	poorly	ADV
iajs-87	19	22	reproducible	reproducible	ADJ
iajs-87	19	23	.	.	PUNCT
iajs-87	20	1	hence	hence	ADV
iajs-87	20	2	there	there	PRON
iajs-87	20	3	is	be	VERB
iajs-87	20	4	a	a	DET
iajs-87	20	5	growing	grow	VERB
iajs-87	20	6	need	need	NOUN
iajs-87	20	7	for	for	ADP
iajs-87	20	8	computerized	computerized	ADJ
iajs-87	20	9	image	image	NOUN
iajs-87	20	10	processing	processing	NOUN
iajs-87	20	11	and	and	CCONJ
iajs-87	20	12	analysis	analysis	NOUN
iajs-87	20	13	,	,	PUNCT
iajs-87	20	14	not	not	PART
iajs-87	20	15	only	only	ADV
iajs-87	20	16	to	to	PART
iajs-87	20	17	cope	cope	VERB
iajs-87	20	18	with	with	ADP
iajs-87	20	19	the	the	DET
iajs-87	20	20	rising	rise	VERB
iajs-87	20	21	rate	rate	NOUN
iajs-87	20	22	at	at	ADP
iajs-87	20	23	which	which	PRON
iajs-87	20	24	images	image	NOUN
iajs-87	20	25	are	be	AUX
iajs-87	20	26	acquired	acquire	VERB
iajs-87	20	27	,	,	PUNCT
iajs-87	20	28	but	but	CCONJ
iajs-87	20	29	also	also	ADV
iajs-87	20	30	to	to	PART
iajs-87	20	31	reach	reach	VERB
iajs-87	20	32	a	a	DET
iajs-87	20	33	higher	high	ADJ
iajs-87	20	34	level	level	NOUN
iajs-87	20	35	of	of	ADP
iajs-87	20	36	sensitivity	sensitivity	NOUN
iajs-87	20	37	,	,	PUNCT
iajs-87	20	38	accuracy	accuracy	NOUN
iajs-87	20	39	,	,	PUNCT
iajs-87	20	40	and	and	CCONJ
iajs-87	20	41	objectivity	objectivity	NOUN
iajs-87	20	42	than	than	SCONJ
iajs-87	20	43	can	can	AUX
iajs-87	20	44	be	be	AUX
iajs-87	20	45	attained	attain	VERB
iajs-87	20	46	by	by	ADP
iajs-87	20	47	human	human	ADJ
iajs-87	20	48	observers	observer	NOUN
iajs-87	20	49	.	.	PUNCT
iajs-87	21	1	the	the	DET
iajs-87	21	2	future	future	ADJ
iajs-87	21	3	biologists	biologist	NOUN
iajs-87	21	4	will	will	AUX
iajs-87	21	5	increasingly	increasingly	ADV
iajs-87	21	6	resort	resort	VERB
iajs-87	21	7	to	to	ADP
iajs-87	21	8	automated	automate	VERB
iajs-87	21	9	image	image	NOUN
iajs-87	21	10	processing	processing	NOUN
iajs-87	21	11	and	and	CCONJ
iajs-87	21	12	analysis	analysis	NOUN
iajs-87	21	13	technology	technology	NOUN
iajs-87	21	14	in	in	ADP
iajs-87	21	15	exploiting	exploit	VERB
iajs-87	21	16	their	their	PRON
iajs-87	21	17	precious	precious	ADJ
iajs-87	21	18	data	datum	NOUN
iajs-87	21	19	.	.	PUNCT
iajs-87	22	1	in	in	ADP
iajs-87	22	2	order	order	NOUN
iajs-87	22	3	to	to	PART
iajs-87	22	4	benefit	benefit	VERB
iajs-87	22	5	from	from	ADP
iajs-87	22	6	this	this	DET
iajs-87	22	7	technology	technology	NOUN
iajs-87	22	8	,	,	PUNCT
iajs-87	22	9	it	it	PRON
iajs-87	22	10	is	be	AUX
iajs-87	22	11	importance	importance	NOUN
iajs-87	22	12	to	to	PART
iajs-87	22	13	have	have	VERB
iajs-87	22	14	at	at	ADP
iajs-87	22	15	least	least	ADJ
iajs-87	22	16	a	a	DET
iajs-87	22	17	basic	basic	ADJ
iajs-87	22	18	understanding	understanding	NOUN
iajs-87	22	19	of	of	ADP
iajs-87	22	20	its	its	PRON
iajs-87	22	21	underlying	underlie	VERB
iajs-87	22	22	principles	principle	NOUN
iajs-87	22	23	:	:	PUNCT
iajs-87	22	24	biologically	biologically	ADV
iajs-87	22	25	highly	highly	ADV
iajs-87	22	26	relevant	relevant	ADJ
iajs-87	22	27	information	information	NOUN
iajs-87	22	28	and	and	CCONJ
iajs-87	22	29	improper	improper	ADJ
iajs-87	22	30	use	use	NOUN
iajs-87	22	31	of	of	ADP
iajs-87	22	32	image	image	NOUN
iajs-87	22	33	processing	processing	NOUN
iajs-87	22	34	and	and	CCONJ
iajs-87	22	35	analysis	analysis	NOUN
iajs-87	22	36	tools	tool	NOUN
iajs-87	22	37	[	[	X
iajs-87	22	38	1	1	NUM
iajs-87	22	39	,	,	PUNCT
iajs-87	22	40	2	2	NUM
iajs-87	22	41	and].the	and].the	DET
iajs-87	22	42	image	image	NOUN
iajs-87	22	43	acquires	acquire	VERB
iajs-87	22	44	phase	phase	NOUN
iajs-87	22	45	which	which	PRON
iajs-87	22	46	converts	convert	VERB
iajs-87	22	47	the	the	DET
iajs-87	22	48	differences	difference	NOUN
iajs-87	22	49	in	in	ADP
iajs-87	22	50	coloring	coloring	NOUN
iajs-87	22	51	and	and	CCONJ
iajs-87	22	52	shading	shading	NOUN
iajs-87	22	53	in	in	ADP
iajs-87	22	54	the	the	DET
iajs-87	22	55	picture	picture	NOUN
iajs-87	22	56	into	into	ADP
iajs-87	22	57	binary	binary	ADJ
iajs-87	22	58	values	value	NOUN
iajs-87	22	59	that	that	PRON
iajs-87	22	60	a	a	DET
iajs-87	22	61	computer	computer	NOUN
iajs-87	22	62	can	can	AUX
iajs-87	22	63	process	process	VERB
iajs-87	22	64	.	.	PUNCT
iajs-87	23	1	the	the	DET
iajs-87	23	2	enhancement	enhancement	NOUN
iajs-87	23	3	phase	phase	NOUN
iajs-87	23	4	includes	include	VERB
iajs-87	23	5	image	image	NOUN
iajs-87	23	6	enhancement	enhancement	NOUN
iajs-87	23	7	image	image	NOUN
iajs-87	23	8	.	.	PUNCT
iajs-87	24	1	morphology	morphology	NOUN
iajs-87	24	2	means	mean	VERB
iajs-87	24	3	form	form	NOUN
iajs-87	24	4	and	and	CCONJ
iajs-87	24	5	structure	structure	NOUN
iajs-87	24	6	of	of	ADP
iajs-87	24	7	an	an	DET
iajs-87	24	8	object	object	NOUN
iajs-87	24	9	.	.	PUNCT
iajs-87	25	1	sometimes	sometimes	ADV
iajs-87	25	2	it	it	PRON
iajs-87	25	3	refers	refer	VERB
iajs-87	25	4	to	to	ADP
iajs-87	25	5	the	the	DET
iajs-87	25	6	arrangements	arrangement	NOUN
iajs-87	25	7	and	and	CCONJ
iajs-87	25	8	inter	inter	NOUN
iajs-87	25	9	-	-	NOUN
iajs-87	25	10	relationships	relationship	NOUN
iajs-87	25	11	between	between	ADP
iajs-87	25	12	the	the	DET
iajs-87	25	13	parts	part	NOUN
iajs-87	25	14	of	of	ADP
iajs-87	25	15	an	an	DET
iajs-87	25	16	object	object	NOUN
iajs-87	25	17	.	.	PUNCT
iajs-87	26	1	morphology	morphology	NOUN
iajs-87	26	2	is	be	AUX
iajs-87	26	3	related	relate	VERB
iajs-87	26	4	to	to	ADP
iajs-87	26	5	the	the	DET
iajs-87	26	6	shapes	shape	NOUN
iajs-87	26	7	and	and	CCONJ
iajs-87	26	8	digital	digital	ADJ
iajs-87	26	9	morphology	morphology	NOUN
iajs-87	26	10	is	be	AUX
iajs-87	26	11	a	a	DET
iajs-87	26	12	way	way	NOUN
iajs-87	26	13	to	to	PART
iajs-87	26	14	describe	describe	VERB
iajs-87	26	15	and	and	CCONJ
iajs-87	26	16	analyze	analyze	VERB
iajs-87	26	17	the	the	DET
iajs-87	26	18	shape	shape	NOUN
iajs-87	26	19	of	of	ADP
iajs-87	26	20	a	a	DET
iajs-87	26	21	digital	digital	ADJ
iajs-87	26	22	object	object	NOUN
iajs-87	26	23	.	.	PUNCT
iajs-87	27	1	in	in	ADP
iajs-87	27	2	biology	biology	NOUN
iajs-87	27	3	,	,	PUNCT
iajs-87	27	4	morphology	morphology	NOUN
iajs-87	27	5	relates	relate	VERB
iajs-87	27	6	more	more	ADV
iajs-87	27	7	directly	directly	ADV
iajs-87	27	8	to	to	PART
iajs-87	27	9	shape	shape	NOUN
iajs-87	27	10	of	of	ADP
iajs-87	27	11	an	an	DET
iajs-87	27	12	organism	organism	NOUN
iajs-87	27	13	such	such	ADJ
iajs-87	27	14	as	as	ADP
iajs-87	27	15	bacteria	bacteria	NOUN
iajs-87	27	16	.	.	PUNCT
iajs-87	28	1	morphological	morphological	ADJ
iajs-87	28	2	opening	opening	NOUN
iajs-87	28	3	is	be	AUX
iajs-87	28	4	a	a	DET
iajs-87	28	5	name	name	NOUN
iajs-87	28	6	of	of	ADP
iajs-87	28	7	specific	specific	ADJ
iajs-87	28	8	technology	technology	NOUN
iajs-87	28	9	that	that	PRON
iajs-87	28	10	creates	create	VERB
iajs-87	28	11	an	an	DET
iajs-87	28	12	output	output	NOUN
iajs-87	28	13	image	image	NOUN
iajs-87	28	14	such	such	DET
iajs-87	28	15	that	that	DET
iajs-87	28	16	value	value	NOUN
iajs-87	28	17	of	of	ADP
iajs-87	28	18	each	each	DET
iajs-87	28	19	pixel	pixel	NOUN
iajs-87	28	20	in	in	ADP
iajs-87	28	21	the	the	DET
iajs-87	28	22	output	output	NOUN
iajs-87	28	23	image	image	NOUN
iajs-87	28	24	is	be	AUX
iajs-87	28	25	based	base	VERB
iajs-87	28	26	on	on	ADP
iajs-87	28	27	a	a	DET
iajs-87	28	28	comparison	comparison	NOUN
iajs-87	28	29	of	of	ADP
iajs-87	28	30	the	the	DET
iajs-87	28	31	corresponding	corresponding	ADJ
iajs-87	28	32	pixel	pixel	NOUN
iajs-87	28	33	in	in	ADP
iajs-87	28	34	the	the	DET
iajs-87	28	35	input	input	NOUN
iajs-87	28	36	image	image	NOUN
iajs-87	28	37	with	with	ADP
iajs-87	28	38	its	its	PRON
iajs-87	28	39	neighbors	neighbor	NOUN
iajs-87	28	40	.	.	PUNCT
iajs-87	29	1	by	by	ADP
iajs-87	29	2	choosing	choose	VERB
iajs-87	29	3	the	the	DET
iajs-87	29	4	size	size	NOUN
iajs-87	29	5	and	and	CCONJ
iajs-87	29	6	shape	shape	NOUN
iajs-87	29	7	of	of	ADP
iajs-87	29	8	the	the	DET
iajs-87	29	9	neighborhood	neighborhood	NOUN
iajs-87	29	10	,	,	PUNCT
iajs-87	29	11	one	one	PRON
iajs-87	29	12	can	can	AUX
iajs-87	29	13	construct	construct	VERB
iajs-87	29	14	a	a	DET
iajs-87	29	15	morphological	morphological	ADJ
iajs-87	29	16	operation	operation	NOUN
iajs-87	29	17	that	that	PRON
iajs-87	29	18	is	be	AUX
iajs-87	29	19	sensitive	sensitive	ADJ
iajs-87	29	20	to	to	ADP
iajs-87	29	21	specific	specific	ADJ
iajs-87	29	22	shapes	shape	NOUN
iajs-87	29	23	in	in	ADP
iajs-87	29	24	the	the	DET
iajs-87	29	25	input	input	NOUN
iajs-87	29	26	image	image	NOUN
iajs-87	29	27	.	.	PUNCT
iajs-87	30	1	morphological	morphological	ADJ
iajs-87	30	2	functions	function	NOUN
iajs-87	30	3	could	could	AUX
iajs-87	30	4	be	be	AUX
iajs-87	30	5	used	use	VERB
iajs-87	30	6	to	to	PART
iajs-87	30	7	perform	perform	VERB
iajs-87	30	8	common	common	ADJ
iajs-87	30	9	image	image	NOUN
iajs-87	30	10	processing	processing	NOUN
iajs-87	30	11	tasks	task	NOUN
iajs-87	30	12	such	such	ADJ
iajs-87	30	13	as	as	ADP
iajs-87	30	14	contrast	contrast	NOUN
iajs-87	30	15	enhancement	enhancement	NOUN
iajs-87	30	16	[	[	X
iajs-87	30	17	4	4	NUM
iajs-87	30	18	]	]	PUNCT
iajs-87	30	19	.	.	PUNCT
iajs-87	31	1	non	non	ADJ
iajs-87	31	2	-	-	ADJ
iajs-87	31	3	uniform	uniform	ADJ
iajs-87	31	4	illumination	illumination	NOUN
iajs-87	31	5	background	background	NOUN
iajs-87	31	6	problems	problem	NOUN
iajs-87	31	7	due	due	ADJ
iajs-87	31	8	to	to	ADP
iajs-87	31	9	non	non	ADJ
iajs-87	31	10	-	-	ADJ
iajs-87	31	11	uniform	uniform	ADJ
iajs-87	31	12	illumination	illumination	NOUN
iajs-87	31	13	can	can	AUX
iajs-87	31	14	have	have	VERB
iajs-87	31	15	many	many	ADJ
iajs-87	31	16	sources	source	NOUN
iajs-87	31	17	:	:	PUNCT
iajs-87	31	18	aging	age	VERB
iajs-87	31	19	filaments	filament	NOUN
iajs-87	31	20	,	,	PUNCT
iajs-87	31	21	faulty	faulty	ADJ
iajs-87	31	22	reference	reference	NOUN
iajs-87	31	23	voltages	voltage	NOUN
iajs-87	31	24	,	,	PUNCT
iajs-87	31	25	contaminated	contaminate	VERB
iajs-87	31	26	apertures	aperture	NOUN
iajs-87	31	27	,	,	PUNCT
iajs-87	31	28	or	or	CCONJ
iajs-87	31	29	non	non	ADJ
iajs-87	31	30	-	-	ADJ
iajs-87	31	31	uniform	uniform	ADJ
iajs-87	31	32	support	support	NOUN
iajs-87	31	33	film	film	NOUN
iajs-87	31	34	fabrication	fabrication	NOUN
iajs-87	31	35	.	.	PUNCT
iajs-87	32	1	subtle	subtle	ADJ
iajs-87	32	2	electron	electron	NOUN
iajs-87	32	3	illumination	illumination	NOUN
iajs-87	32	4	asymmetries	asymmetry	NOUN
iajs-87	32	5	are	be	AUX
iajs-87	32	6	more	more	ADV
iajs-87	32	7	evident	evident	ADJ
iajs-87	32	8	at	at	ADP
iajs-87	32	9	moderate	moderate	ADJ
iajs-87	32	10	-	-	PUNCT
iajs-87	32	11	to	to	ADP
iajs-87	32	12	-	-	PUNCT
iajs-87	32	13	low	low	ADJ
iajs-87	32	14	magnifications	magnification	NOUN
iajs-87	32	15	and	and	CCONJ
iajs-87	32	16	are	be	AUX
iajs-87	32	17	often	often	ADV
iajs-87	32	18	inadvertently	inadvertently	ADV
iajs-87	32	19	enhanced	enhance	VERB
iajs-87	32	20	by	by	ADP
iajs-87	32	21	digital	digital	ADJ
iajs-87	32	22	contrast	contrast	NOUN
iajs-87	32	23	adjustment	adjustment	NOUN
iajs-87	32	24	.	.	PUNCT
iajs-87	33	1	the	the	DET
iajs-87	33	2	observed	observed	ADJ
iajs-87	33	3	image	image	NOUN
iajs-87	33	4	is	be	AUX
iajs-87	33	5	given	give	VERB
iajs-87	33	6	as	as	ADP
iajs-87	33	7	the	the	DET
iajs-87	33	8	following	follow	VERB
iajs-87	33	9	equation	equation	NOUN
iajs-87	33	10	[	[	X
iajs-87	33	11	5	5	NUM
iajs-87	33	12	]	]	PUNCT
iajs-87	33	13	.	.	PUNCT
iajs-87	34	1	f(x	f(x	PROPN
iajs-87	34	2	;	;	PUNCT
iajs-87	34	3	y	y	X
iajs-87	34	4	)	)	PUNCT
iajs-87	34	5	=	=	PUNCT
iajs-87	35	1	[	[	X
iajs-87	35	2	s(x	s(x	PROPN
iajs-87	35	3	;	;	PUNCT
iajs-87	35	4	y	y	X
iajs-87	35	5	)	)	PUNCT
iajs-87	35	6	i(x	i(x	NOUN
iajs-87	35	7	;	;	PUNCT
iajs-87	35	8	y	y	X
iajs-87	35	9	)	)	PUNCT
iajs-87	35	10	]	]	PUNCT
iajs-87	36	1	+	+	CCONJ
iajs-87	36	2	n(x	n(x	PROPN
iajs-87	36	3	;	;	PUNCT
iajs-87	36	4	y)----------------------------------------------------(1	y)----------------------------------------------------(1	X
iajs-87	36	5	)	)	PUNCT
iajs-87	36	6	where	where	SCONJ
iajs-87	36	7	s	s	NOUN
iajs-87	36	8	is	be	AUX
iajs-87	36	9	the	the	DET
iajs-87	36	10	true	true	ADJ
iajs-87	36	11	signal	signal	NOUN
iajs-87	36	12	,	,	PUNCT
iajs-87	36	13	i	i	PRON
iajs-87	36	14	is	be	AUX
iajs-87	36	15	the	the	DET
iajs-87	36	16	non	non	ADJ
iajs-87	36	17	-	-	ADJ
iajs-87	36	18	uniform	uniform	ADJ
iajs-87	36	19	illumination	illumination	NOUN
iajs-87	36	20	field	field	NOUN
iajs-87	36	21	and	and	CCONJ
iajs-87	36	22	n	n	NUM
iajs-87	36	23	is	be	AUX
iajs-87	36	24	additive	additive	ADJ
iajs-87	36	25	noise	noise	NOUN
iajs-87	36	26	.	.	PUNCT
iajs-87	37	1	the	the	DET
iajs-87	37	2	i	i	NOUN
iajs-87	37	3	-	-	PUNCT
iajs-87	37	4	field	field	NOUN
iajs-87	37	5	varies	vary	VERB
iajs-87	37	6	slowly	slowly	ADV
iajs-87	37	7	over	over	ADP
iajs-87	37	8	the	the	DET
iajs-87	37	9	image	image	NOUN
iajs-87	37	10	;	;	PUNCT
iajs-87	37	11	in	in	ADP
iajs-87	37	12	other	other	ADJ
iajs-87	37	13	words	word	NOUN
iajs-87	37	14	,	,	PUNCT
iajs-87	37	15	it	it	PRON
iajs-87	37	16	does	do	AUX
iajs-87	37	17	not	not	PART
iajs-87	37	18	have	have	VERB
iajs-87	37	19	any	any	DET
iajs-87	37	20	high	high	ADJ
iajs-87	37	21	frequency	frequency	NOUN
iajs-87	37	22	content	content	NOUN
iajs-87	37	23	.	.	PUNCT
iajs-87	38	1	removal	removal	NOUN
iajs-87	38	2	of	of	ADP
iajs-87	38	3	non	non	ADJ
iajs-87	38	4	-	-	ADJ
iajs-87	38	5	uniform	uniform	ADJ
iajs-87	38	6	illumination	illumination	NOUN
iajs-87	38	7	effects	effect	NOUN
iajs-87	38	8	is	be	AUX
iajs-87	38	9	important	important	ADJ
iajs-87	38	10	for	for	ADP
iajs-87	38	11	processing	process	VERB
iajs-87	38	12	image	image	NOUN
iajs-87	38	13	registration	registration	NOUN
iajs-87	38	14	based	base	VERB
iajs-87	38	15	on	on	ADP
iajs-87	38	16	correlation	correlation	NOUN
iajs-87	38	17	metrics	metric	NOUN
iajs-87	38	18	.	.	PUNCT
iajs-87	39	1	for	for	ADP
iajs-87	39	2	example	example	NOUN
iajs-87	39	3	,	,	PUNCT
iajs-87	39	4	an	an	DET
iajs-87	39	5	image	image	NOUN
iajs-87	39	6	might	might	AUX
iajs-87	39	7	be	be	AUX
iajs-87	39	8	taken	take	VERB
iajs-87	39	9	of	of	ADP
iajs-87	39	10	an	an	DET
iajs-87	39	11	endothelial	endothelial	ADJ
iajs-87	39	12	cell	cell	NOUN
iajs-87	39	13	,	,	PUNCT
iajs-87	39	14	which	which	PRON
iajs-87	39	15	might	might	AUX
iajs-87	39	16	be	be	AUX
iajs-87	39	17	of	of	ADP
iajs-87	39	18	low	low	ADJ
iajs-87	39	19	contrast	contrast	NOUN
iajs-87	39	20	and	and	CCONJ
iajs-87	39	21	somewhat	somewhat	ADV
iajs-87	39	22	blurred	blurred	ADJ
iajs-87	39	23	.	.	PUNCT
iajs-87	40	1	reducing	reduce	VERB
iajs-87	40	2	the	the	DET
iajs-87	40	3	noise	noise	NOUN
iajs-87	40	4	and	and	CCONJ
iajs-87	40	5	blurring	blur	VERB
iajs-87	40	6	and	and	CCONJ
iajs-87	40	7	increasing	increase	VERB
iajs-87	40	8	the	the	DET
iajs-87	40	9	contrast	contrast	NOUN
iajs-87	40	10	range	range	NOUN
iajs-87	40	11	could	could	AUX
iajs-87	40	12	enhance	enhance	VERB
iajs-87	40	13	the	the	DET
iajs-87	40	14	image	image	NOUN
iajs-87	40	15	.	.	PUNCT
iajs-87	41	1	the	the	DET
iajs-87	41	2	original	original	ADJ
iajs-87	41	3	image	image	NOUN
iajs-87	41	4	might	might	AUX
iajs-87	41	5	have	have	VERB
iajs-87	41	6	areas	area	NOUN
iajs-87	41	7	of	of	ADP
iajs-87	41	8	very	very	ADV
iajs-87	41	9	high	high	ADJ
iajs-87	41	10	and	and	CCONJ
iajs-87	41	11	very	very	ADV
iajs-87	41	12	low	low	ADJ
iajs-87	41	13	intensity	intensity	NOUN
iajs-87	41	14	,	,	PUNCT
iajs-87	41	15	which	which	PRON
iajs-87	41	16	mask	mask	VERB
iajs-87	41	17	details	detail	NOUN
iajs-87	41	18	.	.	PUNCT
iajs-87	42	1	the	the	DET
iajs-87	42	2	image	image	NOUN
iajs-87	42	3	could	could	AUX
iajs-87	42	4	have	have	AUX
iajs-87	42	5	been	be	AUX
iajs-87	42	6	taken	take	VERB
iajs-87	42	7	in	in	ADP
iajs-87	42	8	a	a	DET
iajs-87	42	9	non	non	ADJ
iajs-87	42	10	-	-	ADJ
iajs-87	42	11	uniform	uniform	ADJ
iajs-87	42	12	illumination	illumination	NOUN
iajs-87	42	13	environment	environment	NOUN
iajs-87	42	14	which	which	PRON
iajs-87	42	15	might	might	AUX
iajs-87	42	16	make	make	VERB
iajs-87	42	17	the	the	DET
iajs-87	42	18	details	detail	NOUN
iajs-87	42	19	of	of	ADP
iajs-87	42	20	the	the	DET
iajs-87	42	21	image	image	NOUN
iajs-87	42	22	less	less	ADV
iajs-87	42	23	visible	visible	ADJ
iajs-87	42	24	,	,	PUNCT
iajs-87	42	25	our	our	PRON
iajs-87	42	26	problem	problem	NOUN
iajs-87	42	27	is	be	AUX
iajs-87	42	28	to	to	PART
iajs-87	42	29	solve	solve	VERB
iajs-87	42	30	the	the	DET
iajs-87	42	31	issues	issue	NOUN
iajs-87	42	32	of	of	ADP
iajs-87	42	33	background	background	NOUN
iajs-87	42	34	illumination	illumination	NOUN
iajs-87	42	35	and	and	CCONJ
iajs-87	42	36	enhance	enhance	VERB
iajs-87	42	37	the	the	DET
iajs-87	42	38	image	image	NOUN
iajs-87	42	39	with	with	ADP
iajs-87	42	40	the	the	DET
iajs-87	42	41	help	help	NOUN
iajs-87	42	42	of	of	ADP
iajs-87	42	43	morphological	morphological	ADJ
iajs-87	42	44	operations	operation	NOUN
iajs-87	42	45	for	for	ADP
iajs-87	42	46	applications	application	NOUN
iajs-87	42	47	of	of	ADP
iajs-87	42	48	particle	particle	NOUN
iajs-87	42	49	analysis	analysis	NOUN
iajs-87	42	50	in	in	ADP
iajs-87	42	51	biological	biological	ADJ
iajs-87	42	52	images	image	NOUN
iajs-87	42	53	.	.	PUNCT
iajs-87	43	1	morphological	morphological	ADJ
iajs-87	43	2	operations	operation	NOUN
iajs-87	43	3	is	be	AUX
iajs-87	43	4	a	a	DET
iajs-87	43	5	technique	technique	NOUN
iajs-87	43	6	that	that	PRON
iajs-87	43	7	helps	help	VERB
iajs-87	43	8	to	to	PART
iajs-87	43	9	compute	compute	VERB
iajs-87	43	10	the	the	DET
iajs-87	43	11	details	detail	NOUN
iajs-87	43	12	of	of	ADP
iajs-87	43	13	the	the	DET
iajs-87	43	14	components	component	NOUN
iajs-87	43	15	present	present	ADJ
iajs-87	43	16	in	in	ADP
iajs-87	43	17	the	the	DET
iajs-87	43	18	image	image	NOUN
iajs-87	43	19	,	,	PUNCT
iajs-87	43	20	their	their	PRON
iajs-87	43	21	shape	shape	NOUN
iajs-87	43	22	,	,	PUNCT
iajs-87	43	23	size	size	NOUN
iajs-87	43	24	(	(	PUNCT
iajs-87	43	25	area	area	NOUN
iajs-87	43	26	)	)	PUNCT
iajs-87	43	27	and	and	CCONJ
iajs-87	43	28	other	other	ADJ
iajs-87	43	29	characteristics	characteristic	NOUN
iajs-87	43	30	of	of	ADP
iajs-87	43	31	the	the	DET
iajs-87	43	32	particles	particle	NOUN
iajs-87	43	33	or	or	CCONJ
iajs-87	43	34	objects	object	NOUN
iajs-87	43	35	present	present	ADJ
iajs-87	43	36	in	in	ADP
iajs-87	43	37	an	an	DET
iajs-87	43	38	image	image	NOUN
iajs-87	43	39	[	[	X
iajs-87	43	40	6,7	6,7	NUM
iajs-87	43	41	]	]	PUNCT
iajs-87	43	42	.	.	PUNCT
iajs-87	44	1	physics	physics	NOUN
iajs-87	44	2	|	|	ADV
iajs-87	44	3	83	83	NUM
iajs-87	44	4	2016	2016	NUM
iajs-87	44	5	)	)	PUNCT
iajs-87	44	6	عام	عام	ADP
iajs-87	44	7	2العدد	2العدد	NUM
iajs-87	44	8	(	(	PUNCT
iajs-87	44	9	29مجلة	29مجلة	NUM
iajs-87	44	10	إبن	إبن	VERB
iajs-87	44	11	الهيثم	الهيثم	ADJ
iajs-87	44	12	للعلوم	للعلوم	NOUN
iajs-87	44	13	الصرفة	الصرفة	NOUN
iajs-87	45	1	و	و	PRON
iajs-87	45	2	التطبيقية	التطبيقية	ADV
iajs-87	45	3	المجلد	المجلد	VERB
iajs-87	45	4	ibn	ibn	PROPN
iajs-87	45	5	al	al	PROPN
iajs-87	45	6	-	-	PUNCT
iajs-87	45	7	haitham	haitham	PROPN
iajs-87	45	8	j.	j.	PROPN
iajs-87	45	9	for	for	ADP
iajs-87	45	10	pure	pure	PROPN
iajs-87	45	11	&	&	CCONJ
iajs-87	45	12	appl	appl	PROPN
iajs-87	45	13	.	.	PUNCT
iajs-87	46	1	sci	sci	PROPN
iajs-87	46	2	.	.	PUNCT
iajs-87	47	1	vol.29	vol.29	PROPN
iajs-87	47	2	(	(	PUNCT
iajs-87	47	3	2	2	NUM
iajs-87	47	4	)	)	SYM
iajs-87	47	5	2016	2016	NUM
iajs-87	47	6	morphlogical	morphlogical	ADJ
iajs-87	47	7	operations	operation	NOUN
iajs-87	47	8	morphology	morphology	NOUN
iajs-87	47	9	is	be	AUX
iajs-87	47	10	a	a	DET
iajs-87	47	11	technique	technique	NOUN
iajs-87	47	12	of	of	ADP
iajs-87	47	13	image	image	NOUN
iajs-87	47	14	processing	processing	NOUN
iajs-87	47	15	based	base	VERB
iajs-87	47	16	on	on	ADP
iajs-87	47	17	shapes	shape	NOUN
iajs-87	47	18	.	.	PUNCT
iajs-87	48	1	the	the	DET
iajs-87	48	2	value	value	NOUN
iajs-87	48	3	of	of	ADP
iajs-87	48	4	each	each	DET
iajs-87	48	5	pixel	pixel	NOUN
iajs-87	48	6	in	in	ADP
iajs-87	48	7	the	the	DET
iajs-87	48	8	output	output	NOUN
iajs-87	48	9	image	image	NOUN
iajs-87	48	10	is	be	AUX
iajs-87	48	11	based	base	VERB
iajs-87	48	12	on	on	ADP
iajs-87	48	13	a	a	DET
iajs-87	48	14	comparison	comparison	NOUN
iajs-87	48	15	of	of	ADP
iajs-87	48	16	the	the	DET
iajs-87	48	17	corresponding	corresponding	ADJ
iajs-87	48	18	pixel	pixel	NOUN
iajs-87	48	19	in	in	ADP
iajs-87	48	20	the	the	DET
iajs-87	48	21	input	input	NOUN
iajs-87	48	22	image	image	NOUN
iajs-87	48	23	with	with	ADP
iajs-87	48	24	its	its	PRON
iajs-87	48	25	neighbors	neighbor	NOUN
iajs-87	48	26	.	.	PUNCT
iajs-87	49	1	by	by	ADP
iajs-87	49	2	choosing	choose	VERB
iajs-87	49	3	the	the	DET
iajs-87	49	4	size	size	NOUN
iajs-87	49	5	and	and	CCONJ
iajs-87	49	6	shape	shape	NOUN
iajs-87	49	7	of	of	ADP
iajs-87	49	8	the	the	DET
iajs-87	49	9	neighborhood	neighborhood	NOUN
iajs-87	49	10	,	,	PUNCT
iajs-87	49	11	you	you	PRON
iajs-87	49	12	can	can	AUX
iajs-87	49	13	construct	construct	VERB
iajs-87	49	14	morphological	morphological	ADJ
iajs-87	49	15	operation	operation	NOUN
iajs-87	49	16	that	that	PRON
iajs-87	49	17	is	be	AUX
iajs-87	49	18	sensitive	sensitive	ADJ
iajs-87	49	19	to	to	ADP
iajs-87	49	20	specific	specific	ADJ
iajs-87	49	21	shapes	shape	NOUN
iajs-87	49	22	in	in	ADP
iajs-87	49	23	the	the	DET
iajs-87	49	24	input	input	NOUN
iajs-87	49	25	image	image	NOUN
iajs-87	50	1	[	[	X
iajs-87	50	2	8].morphological	8].morphological	ADJ
iajs-87	50	3	operations	operation	NOUN
iajs-87	50	4	such	such	ADJ
iajs-87	50	5	as	as	ADP
iajs-87	50	6	erosion	erosion	NOUN
iajs-87	50	7	,	,	PUNCT
iajs-87	50	8	dilation	dilation	NOUN
iajs-87	50	9	,	,	PUNCT
iajs-87	50	10	opening	opening	NOUN
iajs-87	50	11	,	,	PUNCT
iajs-87	50	12	and	and	CCONJ
iajs-87	50	13	closing	closing	NOUN
iajs-87	50	14	.	.	PUNCT
iajs-87	51	1	often	often	ADV
iajs-87	51	2	combinations	combination	NOUN
iajs-87	51	3	of	of	ADP
iajs-87	51	4	these	these	DET
iajs-87	51	5	operations	operation	NOUN
iajs-87	51	6	are	be	AUX
iajs-87	51	7	used	use	VERB
iajs-87	51	8	to	to	PART
iajs-87	51	9	perform	perform	VERB
iajs-87	51	10	morphological	morphological	ADJ
iajs-87	51	11	image	image	NOUN
iajs-87	51	12	analysis	analysis	NOUN
iajs-87	51	13	.	.	PUNCT
iajs-87	52	1	there	there	PRON
iajs-87	52	2	are	be	VERB
iajs-87	52	3	many	many	ADJ
iajs-87	52	4	useful	useful	ADJ
iajs-87	52	5	operators	operator	NOUN
iajs-87	52	6	defined	define	VERB
iajs-87	52	7	in	in	ADP
iajs-87	52	8	mathematical	mathematical	ADJ
iajs-87	52	9	morphology	morphology	NOUN
iajs-87	52	10	.	.	PUNCT
iajs-87	53	1	morphological	morphological	ADJ
iajs-87	53	2	operations	operation	NOUN
iajs-87	53	3	apply	apply	VERB
iajs-87	53	4	structuring	structure	VERB
iajs-87	53	5	elements	element	NOUN
iajs-87	53	6	to	to	ADP
iajs-87	53	7	an	an	DET
iajs-87	53	8	input	input	NOUN
iajs-87	53	9	image	image	NOUN
iajs-87	53	10	,	,	PUNCT
iajs-87	53	11	creating	create	VERB
iajs-87	53	12	an	an	DET
iajs-87	53	13	output	output	NOUN
iajs-87	53	14	image	image	NOUN
iajs-87	53	15	of	of	ADP
iajs-87	53	16	the	the	DET
iajs-87	53	17	same	same	ADJ
iajs-87	53	18	size	size	NOUN
iajs-87	53	19	.	.	PUNCT
iajs-87	54	1	irrespective	irrespective	ADV
iajs-87	54	2	of	of	ADP
iajs-87	54	3	the	the	DET
iajs-87	54	4	size	size	NOUN
iajs-87	54	5	of	of	ADP
iajs-87	54	6	the	the	DET
iajs-87	54	7	structuring	structuring	NOUN
iajs-87	54	8	element	element	NOUN
iajs-87	54	9	,	,	PUNCT
iajs-87	54	10	the	the	DET
iajs-87	54	11	origin	origin	NOUN
iajs-87	54	12	is	be	AUX
iajs-87	54	13	located	locate	VERB
iajs-87	54	14	at	at	ADP
iajs-87	54	15	its	its	PRON
iajs-87	54	16	center	center	NOUN
iajs-87	54	17	[	[	X
iajs-87	54	18	9	9	NUM
iajs-87	54	19	]	]	PUNCT
iajs-87	54	20	.	.	PUNCT
iajs-87	55	1	opening	opening	NOUN
iajs-87	55	2	and	and	CCONJ
iajs-87	55	3	clouding	cloud	VERB
iajs-87	55	4	the	the	DET
iajs-87	55	5	two	two	NUM
iajs-87	55	6	basic	basic	ADJ
iajs-87	55	7	operations	operation	NOUN
iajs-87	55	8	,	,	PUNCT
iajs-87	55	9	dilation	dilation	NOUN
iajs-87	55	10	and	and	CCONJ
iajs-87	55	11	erosion	erosion	NOUN
iajs-87	55	12	,	,	PUNCT
iajs-87	55	13	can	can	AUX
iajs-87	55	14	be	be	AUX
iajs-87	55	15	combined	combine	VERB
iajs-87	55	16	into	into	ADP
iajs-87	55	17	more	more	ADJ
iajs-87	55	18	complex	complex	ADJ
iajs-87	55	19	sequences	sequence	NOUN
iajs-87	55	20	.	.	PUNCT
iajs-87	56	1	the	the	DET
iajs-87	56	2	most	most	ADV
iajs-87	56	3	useful	useful	ADJ
iajs-87	56	4	of	of	ADP
iajs-87	56	5	these	these	PRON
iajs-87	56	6	for	for	ADP
iajs-87	56	7	morphological	morphological	ADJ
iajs-87	56	8	filtering	filtering	NOUN
iajs-87	56	9	are	be	AUX
iajs-87	56	10	called	call	VERB
iajs-87	56	11	opening	opening	NOUN
iajs-87	56	12	and	and	CCONJ
iajs-87	56	13	closing	closing	NOUN
iajs-87	56	14	[	[	X
iajs-87	56	15	10	10	NUM
iajs-87	56	16	]	]	PUNCT
iajs-87	56	17	.	.	PUNCT
iajs-87	57	1	opening	opening	NOUN
iajs-87	57	2	consists	consist	VERB
iajs-87	57	3	of	of	ADP
iajs-87	57	4	an	an	DET
iajs-87	57	5	erosion	erosion	NOUN
iajs-87	57	6	followed	follow	VERB
iajs-87	57	7	by	by	ADP
iajs-87	57	8	a	a	DET
iajs-87	57	9	dilation	dilation	NOUN
iajs-87	57	10	and	and	CCONJ
iajs-87	57	11	can	can	AUX
iajs-87	57	12	be	be	AUX
iajs-87	57	13	used	use	VERB
iajs-87	57	14	to	to	PART
iajs-87	57	15	eliminate	eliminate	VERB
iajs-87	57	16	all	all	DET
iajs-87	57	17	pixels	pixel	NOUN
iajs-87	57	18	in	in	ADP
iajs-87	57	19	regions	region	NOUN
iajs-87	57	20	that	that	PRON
iajs-87	57	21	are	be	AUX
iajs-87	57	22	too	too	ADV
iajs-87	57	23	small	small	ADJ
iajs-87	57	24	to	to	PART
iajs-87	57	25	contain	contain	VERB
iajs-87	57	26	the	the	DET
iajs-87	57	27	structuring	structuring	NOUN
iajs-87	57	28	element	element	NOUN
iajs-87	57	29	.	.	PUNCT
iajs-87	58	1	in	in	ADP
iajs-87	58	2	this	this	DET
iajs-87	58	3	case	case	NOUN
iajs-87	58	4	the	the	DET
iajs-87	58	5	structuring	structuring	NOUN
iajs-87	58	6	element	element	NOUN
iajs-87	58	7	is	be	AUX
iajs-87	58	8	often	often	ADV
iajs-87	58	9	called	call	VERB
iajs-87	58	10	a	a	DET
iajs-87	58	11	probe	probe	NOUN
iajs-87	58	12	,	,	PUNCT
iajs-87	58	13	because	because	SCONJ
iajs-87	58	14	it	it	PRON
iajs-87	58	15	is	be	AUX
iajs-87	58	16	probing	probe	VERB
iajs-87	58	17	the	the	DET
iajs-87	58	18	image	image	NOUN
iajs-87	58	19	looking	look	VERB
iajs-87	58	20	for	for	ADP
iajs-87	58	21	small	small	ADJ
iajs-87	58	22	objects	object	NOUN
iajs-87	58	23	to	to	PART
iajs-87	58	24	filter	filter	VERB
iajs-87	58	25	out	out	ADP
iajs-87	58	26	of	of	ADP
iajs-87	58	27	the	the	DET
iajs-87	58	28	image	image	NOUN
iajs-87	58	29	.	.	PUNCT
iajs-87	59	1	the	the	DET
iajs-87	59	2	opening	opening	NOUN
iajs-87	59	3	process	process	NOUN
iajs-87	59	4	is	be	AUX
iajs-87	59	5	as	as	ADP
iajs-87	59	6	equation	equation	NOUN
iajs-87	59	7	below	below	ADV
iajs-87	59	8	:	:	PUNCT
iajs-87	59	9	ᴏ	ᴏ	PROPN
iajs-87	59	10	ө	ө	PROPN
iajs-87	59	11	⊕	⊕	PROPN
iajs-87	59	12	2	2	NUM
iajs-87	59	13	opening	opening	NOUN
iajs-87	59	14	generally	generally	ADV
iajs-87	59	15	smoothed	smooth	VERB
iajs-87	59	16	the	the	DET
iajs-87	59	17	contour	contour	NOUN
iajs-87	59	18	of	of	ADP
iajs-87	59	19	an	an	DET
iajs-87	59	20	image	image	NOUN
iajs-87	59	21	,	,	PUNCT
iajs-87	59	22	breaks	break	VERB
iajs-87	59	23	narrow	narrow	ADJ
iajs-87	59	24	gaps	gap	NOUN
iajs-87	59	25	.	.	PUNCT
iajs-87	60	1	structuring	structure	VERB
iajs-87	60	2	elements	element	NOUN
iajs-87	60	3	morphological	morphological	ADJ
iajs-87	60	4	techniques	technique	NOUN
iajs-87	60	5	probe	probe	VERB
iajs-87	60	6	an	an	DET
iajs-87	60	7	image	image	NOUN
iajs-87	60	8	with	with	ADP
iajs-87	60	9	a	a	DET
iajs-87	60	10	small	small	ADJ
iajs-87	60	11	shape	shape	NOUN
iajs-87	60	12	or	or	CCONJ
iajs-87	60	13	template	template	NOUN
iajs-87	60	14	called	call	VERB
iajs-87	60	15	a	a	DET
iajs-87	60	16	structuring	structuring	NOUN
iajs-87	60	17	element	element	NOUN
iajs-87	60	18	.	.	PUNCT
iajs-87	61	1	the	the	DET
iajs-87	61	2	structuring	structuring	NOUN
iajs-87	61	3	element	element	NOUN
iajs-87	61	4	is	be	AUX
iajs-87	61	5	positioned	position	VERB
iajs-87	61	6	at	at	ADP
iajs-87	61	7	all	all	DET
iajs-87	61	8	possible	possible	ADJ
iajs-87	61	9	locations	location	NOUN
iajs-87	61	10	in	in	ADP
iajs-87	61	11	the	the	DET
iajs-87	61	12	image	image	NOUN
iajs-87	61	13	and	and	CCONJ
iajs-87	61	14	it	it	PRON
iajs-87	61	15	is	be	AUX
iajs-87	61	16	compared	compare	VERB
iajs-87	61	17	with	with	ADP
iajs-87	61	18	the	the	DET
iajs-87	61	19	corresponding	correspond	VERB
iajs-87	61	20	neighborhood	neighborhood	NOUN
iajs-87	61	21	of	of	ADP
iajs-87	61	22	pixels	pixel	NOUN
iajs-87	61	23	.	.	PUNCT
iajs-87	62	1	some	some	DET
iajs-87	62	2	operations	operation	NOUN
iajs-87	62	3	test	test	VERB
iajs-87	62	4	whether	whether	SCONJ
iajs-87	62	5	the	the	DET
iajs-87	62	6	element	element	NOUN
iajs-87	62	7	"	"	PUNCT
iajs-87	62	8	fits	fit	VERB
iajs-87	62	9	”	"	PUNCT
iajs-87	62	10	within	within	ADP
iajs-87	62	11	the	the	DET
iajs-87	62	12	neighborhood	neighborhood	NOUN
iajs-87	62	13	,	,	PUNCT
iajs-87	62	14	while	while	SCONJ
iajs-87	62	15	others	other	NOUN
iajs-87	62	16	test	test	VERB
iajs-87	62	17	whether	whether	SCONJ
iajs-87	62	18	it	it	PRON
iajs-87	62	19	"	"	PUNCT
iajs-87	62	20	hits	hit	VERB
iajs-87	62	21	”	"	PUNCT
iajs-87	62	22	or	or	CCONJ
iajs-87	62	23	intersects	intersect	VERB
iajs-87	62	24	the	the	DET
iajs-87	62	25	neighborhood	neighborhood	NOUN
iajs-87	62	26	.	.	PUNCT
iajs-87	63	1	a	a	DET
iajs-87	63	2	structuring	structuring	NOUN
iajs-87	63	3	element	element	NOUN
iajs-87	63	4	is	be	AUX
iajs-87	63	5	simply	simply	ADV
iajs-87	63	6	a	a	DET
iajs-87	63	7	binary	binary	ADJ
iajs-87	63	8	image	image	NOUN
iajs-87	63	9	that	that	PRON
iajs-87	63	10	allows	allow	VERB
iajs-87	63	11	us	we	PRON
iajs-87	63	12	to	to	PART
iajs-87	63	13	define	define	VERB
iajs-87	63	14	arbitrary	arbitrary	ADJ
iajs-87	63	15	neighborhood	neighborhood	NOUN
iajs-87	63	16	structures	structure	NOUN
iajs-87	63	17	.	.	PUNCT
iajs-87	64	1	the	the	DET
iajs-87	64	2	structuring	structuring	NOUN
iajs-87	64	3	element	element	NOUN
iajs-87	64	4	is	be	AUX
iajs-87	64	5	a	a	DET
iajs-87	64	6	small	small	ADJ
iajs-87	64	7	binary	binary	ADJ
iajs-87	64	8	image	image	NOUN
iajs-87	64	9	,	,	PUNCT
iajs-87	64	10	i.e.	i.e.	X
iajs-87	64	11	a	a	DET
iajs-87	64	12	small	small	ADJ
iajs-87	64	13	matrix	matrix	NOUN
iajs-87	64	14	of	of	ADP
iajs-87	64	15	pixels	pixel	NOUN
iajs-87	64	16	,	,	PUNCT
iajs-87	64	17	each	each	PRON
iajs-87	64	18	with	with	ADP
iajs-87	64	19	a	a	DET
iajs-87	64	20	value	value	NOUN
iajs-87	64	21	of	of	ADP
iajs-87	64	22	zero	zero	NUM
iajs-87	64	23	or	or	CCONJ
iajs-87	64	24	one	one	NUM
iajs-87	64	25	.	.	PUNCT
iajs-87	65	1	the	the	DET
iajs-87	65	2	matrix	matrix	NOUN
iajs-87	65	3	dimensions	dimension	NOUN
iajs-87	65	4	specify	specify	VERB
iajs-87	65	5	the	the	DET
iajs-87	65	6	size	size	NOUN
iajs-87	65	7	of	of	ADP
iajs-87	65	8	the	the	DET
iajs-87	65	9	structuring	structuring	NOUN
iajs-87	65	10	element	element	NOUN
iajs-87	65	11	.	.	PUNCT
iajs-87	66	1	the	the	DET
iajs-87	66	2	pattern	pattern	NOUN
iajs-87	66	3	of	of	ADP
iajs-87	66	4	ones	one	NOUN
iajs-87	66	5	and	and	CCONJ
iajs-87	66	6	zeros	zero	NOUN
iajs-87	66	7	specifies	specify	VERB
iajs-87	66	8	the	the	DET
iajs-87	66	9	shape	shape	NOUN
iajs-87	66	10	of	of	ADP
iajs-87	66	11	the	the	DET
iajs-87	66	12	structuring	structuring	NOUN
iajs-87	66	13	element	element	NOUN
iajs-87	66	14	.	.	PUNCT
iajs-87	67	1	[	[	X
iajs-87	67	2	10].two	10].two	NUM
iajs-87	67	3	dimensional	dimensional	ADJ
iajs-87	67	4	or	or	CCONJ
iajs-87	67	5	flat	flat	ADJ
iajs-87	67	6	,	,	PUNCT
iajs-87	67	7	structuring	structure	VERB
iajs-87	67	8	elements	element	NOUN
iajs-87	67	9	consist	consist	VERB
iajs-87	67	10	of	of	ADP
iajs-87	67	11	a	a	DET
iajs-87	67	12	matrix	matrix	NOUN
iajs-87	67	13	of	of	ADP
iajs-87	67	14	0	0	NUM
iajs-87	67	15	’s	’s	NOUN
iajs-87	67	16	and	and	CCONJ
iajs-87	67	17	1	1	NUM
iajs-87	67	18	’s	’s	NOUN
iajs-87	67	19	,	,	PUNCT
iajs-87	67	20	typically	typically	ADV
iajs-87	67	21	much	much	ADV
iajs-87	67	22	smaller	small	ADJ
iajs-87	67	23	than	than	ADP
iajs-87	67	24	the	the	DET
iajs-87	67	25	image	image	NOUN
iajs-87	67	26	being	be	AUX
iajs-87	67	27	processed	process	VERB
iajs-87	67	28	.	.	PUNCT
iajs-87	68	1	the	the	DET
iajs-87	68	2	center	center	ADJ
iajs-87	68	3	pixel	pixel	NOUN
iajs-87	68	4	of	of	ADP
iajs-87	68	5	the	the	DET
iajs-87	68	6	structuring	structuring	NOUN
iajs-87	68	7	element	element	NOUN
iajs-87	68	8	,	,	PUNCT
iajs-87	68	9	called	call	VERB
iajs-87	68	10	the	the	DET
iajs-87	68	11	origin	origin	NOUN
iajs-87	68	12	,	,	PUNCT
iajs-87	68	13	identifies	identify	VERB
iajs-87	68	14	the	the	DET
iajs-87	68	15	pixel	pixel	NOUN
iajs-87	68	16	of	of	ADP
iajs-87	68	17	interest	interest	NOUN
iajs-87	68	18	—	—	PUNCT
iajs-87	68	19	the	the	DET
iajs-87	68	20	pixel	pixel	NOUN
iajs-87	68	21	being	be	AUX
iajs-87	68	22	processed	process	VERB
iajs-87	68	23	.	.	PUNCT
iajs-87	69	1	the	the	DET
iajs-87	69	2	pixels	pixel	NOUN
iajs-87	69	3	in	in	ADP
iajs-87	69	4	the	the	DET
iajs-87	69	5	structuring	structuring	NOUN
iajs-87	69	6	element	element	NOUN
iajs-87	69	7	containing	contain	VERB
iajs-87	69	8	1	1	NUM
iajs-87	69	9	’s	’s	PART
iajs-87	69	10	define	define	VERB
iajs-87	69	11	the	the	DET
iajs-87	69	12	neighborhood	neighborhood	NOUN
iajs-87	69	13	of	of	ADP
iajs-87	69	14	the	the	DET
iajs-87	69	15	structuring	structuring	NOUN
iajs-87	69	16	element	element	NOUN
iajs-87	69	17	.	.	PUNCT
iajs-87	70	1	these	these	DET
iajs-87	70	2	pixels	pixel	NOUN
iajs-87	70	3	are	be	AUX
iajs-87	70	4	also	also	ADV
iajs-87	70	5	considered	consider	VERB
iajs-87	70	6	in	in	ADP
iajs-87	70	7	the	the	DET
iajs-87	70	8	dilation	dilation	NOUN
iajs-87	70	9	or	or	CCONJ
iajs-87	70	10	erosion	erosion	NOUN
iajs-87	70	11	processing	processing	NOUN
iajs-87	70	12	.	.	PUNCT
iajs-87	71	1	three	three	NUM
iajs-87	71	2	dimensional	dimensional	ADJ
iajs-87	71	3	or	or	CCONJ
iajs-87	71	4	non	non	ADJ
iajs-87	71	5	-	-	ADJ
iajs-87	71	6	flat	flat	ADJ
iajs-87	71	7	,	,	PUNCT
iajs-87	71	8	structuring	structure	VERB
iajs-87	71	9	elements	element	NOUN
iajs-87	71	10	use	use	VERB
iajs-87	71	11	0	0	NUM
iajs-87	71	12	’s	’s	PART
iajs-87	71	13	and	and	CCONJ
iajs-87	71	14	1’sto	1’sto	NUM
iajs-87	71	15	define	define	VERB
iajs-87	71	16	the	the	DET
iajs-87	71	17	extent	extent	NOUN
iajs-87	71	18	of	of	ADP
iajs-87	71	19	the	the	DET
iajs-87	71	20	structuring	structuring	NOUN
iajs-87	71	21	element	element	NOUN
iajs-87	71	22	in	in	ADP
iajs-87	71	23	the	the	DET
iajs-87	71	24	xand	xand	PROPN
iajs-87	71	25	y	y	PROPN
iajs-87	71	26	-	-	PUNCT
iajs-87	71	27	plane	plane	NOUN
iajs-87	71	28	and	and	CCONJ
iajs-87	71	29	add	add	VERB
iajs-87	71	30	height	height	NOUN
iajs-87	71	31	values	value	NOUN
iajs-87	71	32	to	to	PART
iajs-87	71	33	define	define	VERB
iajs-87	71	34	the	the	DET
iajs-87	71	35	third	third	ADJ
iajs-87	71	36	dimension	dimension	NOUN
iajs-87	72	1	[	[	X
iajs-87	72	2	4].table	4].table	NUM
iajs-87	72	3	(	(	PUNCT
iajs-87	72	4	1	1	NUM
iajs-87	72	5	):	):	PUNCT
iajs-87	72	6	include	include	VERB
iajs-87	72	7	kind	kind	NOUN
iajs-87	72	8	of	of	ADP
iajs-87	72	9	structure	structure	NOUN
iajs-87	72	10	element	element	NOUN
iajs-87	72	11	and	and	CCONJ
iajs-87	72	12	using	use	VERB
iajs-87	72	13	in	in	ADP
iajs-87	72	14	this	this	DET
iajs-87	72	15	paper	paper	NOUN
iajs-87	72	16	and	and	CCONJ
iajs-87	72	17	its	its	PRON
iajs-87	72	18	description	description	NOUN
iajs-87	72	19	.	.	PUNCT
iajs-87	73	1	contrast	contrast	NOUN
iajs-87	73	2	enhancement	enhancement	NOUN
iajs-87	73	3	analysis	analysis	NOUN
iajs-87	73	4	of	of	ADP
iajs-87	73	5	a	a	DET
iajs-87	73	6	biological	biological	ADJ
iajs-87	73	7	image	image	NOUN
iajs-87	73	8	involves	involve	VERB
iajs-87	73	9	examining	examine	VERB
iajs-87	73	10	every	every	DET
iajs-87	73	11	particle	particle	NOUN
iajs-87	73	12	of	of	ADP
iajs-87	73	13	the	the	DET
iajs-87	73	14	image	image	NOUN
iajs-87	73	15	and	and	CCONJ
iajs-87	73	16	removes	remove	VERB
iajs-87	73	17	any	any	PRON
iajs-87	73	18	of	of	ADP
iajs-87	73	19	the	the	DET
iajs-87	73	20	problems	problem	NOUN
iajs-87	73	21	such	such	ADJ
iajs-87	73	22	as	as	ADP
iajs-87	73	23	non	non	ADJ
iajs-87	73	24	-	-	ADJ
iajs-87	73	25	uniform	uniform	ADJ
iajs-87	73	26	illumination	illumination	NOUN
iajs-87	73	27	,	,	PUNCT
iajs-87	73	28	less	less	ADJ
iajs-87	73	29	brightness	brightness	NOUN
iajs-87	73	30	etc	etc	X
iajs-87	73	31	.	.	X
iajs-87	73	32	contrast	contrast	NOUN
iajs-87	73	33	enhancement	enhancement	NOUN
iajs-87	73	34	techniques	technique	NOUN
iajs-87	73	35	are	be	AUX
iajs-87	73	36	used	use	VERB
iajs-87	73	37	to	to	PART
iajs-87	73	38	enhance	enhance	VERB
iajs-87	73	39	the	the	DET
iajs-87	73	40	contrast	contrast	NOUN
iajs-87	73	41	of	of	ADP
iajs-87	73	42	the	the	DET
iajs-87	73	43	biological	biological	ADJ
iajs-87	73	44	image	image	NOUN
iajs-87	73	45	,	,	PUNCT
iajs-87	73	46	it	it	PRON
iajs-87	73	47	spreads	spread	VERB
iajs-87	73	48	the	the	DET
iajs-87	73	49	intensity	intensity	NOUN
iajs-87	73	50	values	value	NOUN
iajs-87	73	51	over	over	ADP
iajs-87	73	52	full	full	ADJ
iajs-87	73	53	range	range	NOUN
iajs-87	73	54	.	.	PUNCT
iajs-87	74	1	the	the	DET
iajs-87	74	2	enhancement	enhancement	NOUN
iajs-87	74	3	techniques	technique	NOUN
iajs-87	74	4	are	be	AUX
iajs-87	74	5	used	use	VERB
iajs-87	74	6	to	to	PART
iajs-87	74	7	improve	improve	VERB
iajs-87	74	8	biological	biological	ADJ
iajs-87	74	9	image	image	NOUN
iajs-87	74	10	.	.	PUNCT
iajs-87	75	1	contrast	contrast	NOUN
iajs-87	75	2	adjustment	adjustment	NOUN
iajs-87	75	3	contrast	contrast	NOUN
iajs-87	75	4	adjustment	adjustment	NOUN
iajs-87	75	5	intensity	intensity	NOUN
iajs-87	75	6	adjustment	adjustment	NOUN
iajs-87	75	7	is	be	AUX
iajs-87	75	8	a	a	DET
iajs-87	75	9	technique	technique	NOUN
iajs-87	75	10	for	for	ADP
iajs-87	75	11	mapping	map	VERB
iajs-87	75	12	image	image	NOUN
iajs-87	75	13	’s	’s	PART
iajs-87	75	14	intensity	intensity	NOUN
iajs-87	75	15	values	value	NOUN
iajs-87	75	16	to	to	ADP
iajs-87	75	17	a	a	DET
iajs-87	75	18	new	new	ADJ
iajs-87	75	19	range	range	NOUN
iajs-87	75	20	.	.	PUNCT
iajs-87	76	1	in	in	ADP
iajs-87	76	2	addition	addition	NOUN
iajs-87	76	3	to	to	ADP
iajs-87	76	4	increasing	increase	VERB
iajs-87	76	5	or	or	CCONJ
iajs-87	76	6	decreasing	decrease	VERB
iajs-87	76	7	contrast	contrast	NOUN
iajs-87	76	8	,	,	PUNCT
iajs-87	76	9	you	you	PRON
iajs-87	76	10	can	can	AUX
iajs-87	76	11	perform	perform	VERB
iajs-87	76	12	a	a	DET
iajs-87	76	13	wide	wide	ADJ
iajs-87	76	14	variety	variety	NOUN
iajs-87	76	15	of	of	ADP
iajs-87	76	16	other	other	ADJ
iajs-87	76	17	image	image	NOUN
iajs-87	76	18	enhancements	enhancement	NOUN
iajs-87	76	19	under	under	ADP
iajs-87	76	20	contrast	contrast	NOUN
iajs-87	76	21	adjustment	adjustment	NOUN
iajs-87	76	22	,	,	PUNCT
iajs-87	76	23	overall	overall	ADJ
iajs-87	76	24	lightness	lightness	NOUN
iajs-87	76	25	or	or	CCONJ
iajs-87	76	26	darkness	darkness	NOUN
iajs-87	76	27	of	of	ADP
iajs-87	76	28	the	the	DET
iajs-87	76	29	image	image	NOUN
iajs-87	76	30	is	be	AUX
iajs-87	76	31	changed	change	VERB
iajs-87	76	32	.	.	PUNCT
iajs-87	77	1	[	[	X
iajs-87	77	2	12	12	NUM
iajs-87	77	3	]	]	PUNCT
iajs-87	77	4	.	.	PUNCT
iajs-87	78	1	physics	physics	NOUN
iajs-87	78	2	|	|	ADV
iajs-87	78	3	84	84	NUM
iajs-87	78	4	2016	2016	NUM
iajs-87	78	5	)	)	PUNCT
iajs-87	78	6	عام	عام	ADP
iajs-87	78	7	2العدد	2العدد	NUM
iajs-87	78	8	(	(	PUNCT
iajs-87	78	9	29مجلة	29مجلة	NUM
iajs-87	78	10	إبن	إبن	VERB
iajs-87	78	11	الهيثم	الهيثم	ADJ
iajs-87	78	12	للعلوم	للعلوم	NOUN
iajs-87	78	13	الصرفة	الصرفة	NOUN
iajs-87	79	1	و	و	PRON
iajs-87	79	2	التطبيقية	التطبيقية	ADV
iajs-87	79	3	المجلد	المجلد	VERB
iajs-87	79	4	ibn	ibn	PROPN
iajs-87	79	5	al	al	PROPN
iajs-87	79	6	-	-	PUNCT
iajs-87	79	7	haitham	haitham	PROPN
iajs-87	79	8	j.	j.	PROPN
iajs-87	79	9	for	for	ADP
iajs-87	79	10	pure	pure	PROPN
iajs-87	79	11	&	&	CCONJ
iajs-87	79	12	appl	appl	PROPN
iajs-87	79	13	.	.	PUNCT
iajs-87	80	1	sci	sci	PROPN
iajs-87	80	2	.	.	PUNCT
iajs-87	81	1	vol.29	vol.29	PROPN
iajs-87	81	2	(	(	PUNCT
iajs-87	81	3	2	2	NUM
iajs-87	81	4	)	)	SYM
iajs-87	81	5	2016	2016	NUM
iajs-87	81	6	histogram	histogram	NOUN
iajs-87	81	7	equalization	equalization	NOUN
iajs-87	81	8	histogram	histogram	PROPN
iajs-87	81	9	equalization	equalization	NOUN
iajs-87	81	10	is	be	AUX
iajs-87	81	11	one	one	NUM
iajs-87	81	12	of	of	ADP
iajs-87	81	13	the	the	DET
iajs-87	81	14	well	well	ADV
iajs-87	81	15	-	-	PUNCT
iajs-87	81	16	known	know	VERB
iajs-87	81	17	image	image	NOUN
iajs-87	81	18	enhancements	enhancement	NOUN
iajs-87	81	19	for	for	ADP
iajs-87	81	20	contrast	contrast	NOUN
iajs-87	81	21	enhancement	enhancement	NOUN
iajs-87	81	22	this	this	DET
iajs-87	81	23	method	method	NOUN
iajs-87	81	24	is	be	AUX
iajs-87	81	25	simple	simple	ADJ
iajs-87	81	26	and	and	CCONJ
iajs-87	81	27	effective	effective	ADJ
iajs-87	81	28	.	.	PUNCT
iajs-87	82	1	in	in	ADP
iajs-87	82	2	the	the	DET
iajs-87	82	3	latter	latter	ADJ
iajs-87	82	4	case	case	NOUN
iajs-87	82	5	,	,	PUNCT
iajs-87	82	6	preserving	preserve	VERB
iajs-87	82	7	the	the	DET
iajs-87	82	8	input	input	NOUN
iajs-87	82	9	brightness	brightness	NOUN
iajs-87	82	10	of	of	ADP
iajs-87	82	11	the	the	DET
iajs-87	82	12	image	image	NOUN
iajs-87	82	13	is	be	AUX
iajs-87	82	14	required	require	VERB
iajs-87	82	15	to	to	PART
iajs-87	82	16	avoid	avoid	VERB
iajs-87	82	17	the	the	DET
iajs-87	82	18	generation	generation	NOUN
iajs-87	82	19	of	of	ADP
iajs-87	82	20	non	non	ADJ
iajs-87	82	21	-	-	ADJ
iajs-87	82	22	existing	existing	ADJ
iajs-87	82	23	artifacts	artifact	NOUN
iajs-87	82	24	in	in	ADP
iajs-87	82	25	the	the	DET
iajs-87	82	26	output	output	NOUN
iajs-87	82	27	image	image	NOUN
iajs-87	82	28	.	.	PUNCT
iajs-87	83	1	although	although	SCONJ
iajs-87	83	2	these	these	DET
iajs-87	83	3	methods	method	NOUN
iajs-87	83	4	preserve	preserve	VERB
iajs-87	83	5	the	the	DET
iajs-87	83	6	input	input	NOUN
iajs-87	83	7	brightness	brightness	NOUN
iajs-87	83	8	on	on	ADP
iajs-87	83	9	the	the	DET
iajs-87	83	10	output	output	NOUN
iajs-87	83	11	image	image	NOUN
iajs-87	83	12	with	with	ADP
iajs-87	83	13	a	a	DET
iajs-87	83	14	significant	significant	ADJ
iajs-87	83	15	contrast	contrast	NOUN
iajs-87	83	16	enhancement	enhancement	NOUN
iajs-87	83	17	,	,	PUNCT
iajs-87	83	18	they	they	PRON
iajs-87	83	19	may	may	AUX
iajs-87	83	20	produce	produce	VERB
iajs-87	83	21	images	image	NOUN
iajs-87	83	22	which	which	PRON
iajs-87	83	23	do	do	AUX
iajs-87	83	24	not	not	PART
iajs-87	83	25	look	look	VERB
iajs-87	83	26	as	as	ADV
iajs-87	83	27	natural	natural	ADJ
iajs-87	83	28	as	as	ADP
iajs-87	83	29	the	the	DET
iajs-87	83	30	input	input	NOUN
iajs-87	83	31	ones	one	NOUN
iajs-87	83	32	.	.	PUNCT
iajs-87	84	1	the	the	DET
iajs-87	84	2	basic	basic	ADJ
iajs-87	84	3	idea	idea	NOUN
iajs-87	84	4	of	of	ADP
iajs-87	84	5	histogram	histogram	NOUN
iajs-87	84	6	equalization	equalization	NOUN
iajs-87	84	7	method	method	NOUN
iajs-87	84	8	is	be	AUX
iajs-87	84	9	tore	tore	ADJ
iajs-87	84	10	-	-	PUNCT
iajs-87	84	11	map	map	NOUN
iajs-87	84	12	the	the	DET
iajs-87	84	13	gray	gray	ADJ
iajs-87	84	14	levels	level	NOUN
iajs-87	84	15	of	of	ADP
iajs-87	84	16	an	an	DET
iajs-87	84	17	image	image	NOUN
iajs-87	84	18	.	.	PUNCT
iajs-87	85	1	histogram	histogram	PROPN
iajs-87	85	2	equalization	equalization	NOUN
iajs-87	85	3	tends	tend	VERB
iajs-87	85	4	to	to	PART
iajs-87	85	5	introduce	introduce	VERB
iajs-87	85	6	some	some	DET
iajs-87	85	7	annoying	annoying	ADJ
iajs-87	85	8	artifacts	artifact	NOUN
iajs-87	85	9	and	and	CCONJ
iajs-87	85	10	unnatural	unnatural	ADJ
iajs-87	85	11	enhancement	enhancement	NOUN
iajs-87	85	12	.	.	PUNCT
iajs-87	86	1	this	this	DET
iajs-87	86	2	technique	technique	NOUN
iajs-87	86	3	is	be	AUX
iajs-87	86	4	widely	widely	ADV
iajs-87	86	5	used	use	VERB
iajs-87	86	6	to	to	PART
iajs-87	86	7	improve	improve	VERB
iajs-87	86	8	images	image	NOUN
iajs-87	86	9	with	with	ADP
iajs-87	86	10	poor	poor	ADJ
iajs-87	86	11	lighting	lighting	NOUN
iajs-87	86	12	.	.	PUNCT
iajs-87	87	1	the	the	DET
iajs-87	87	2	histogram	histogram	NOUN
iajs-87	87	3	equalization	equalization	NOUN
iajs-87	87	4	technique	technique	NOUN
iajs-87	87	5	consists	consist	VERB
iajs-87	87	6	in	in	ADP
iajs-87	87	7	reordering	reorder	VERB
iajs-87	87	8	the	the	DET
iajs-87	87	9	grey	grey	ADJ
iajs-87	87	10	level	level	NOUN
iajs-87	87	11	intensities	intensity	NOUN
iajs-87	87	12	within	within	ADP
iajs-87	87	13	the	the	DET
iajs-87	87	14	image	image	NOUN
iajs-87	87	15	to	to	PART
iajs-87	87	16	obtain	obtain	VERB
iajs-87	87	17	a	a	DET
iajs-87	87	18	uniformly	uniformly	ADV
iajs-87	87	19	distributed	distribute	VERB
iajs-87	87	20	histogram	histogram	NOUN
iajs-87	88	1	[	[	X
iajs-87	88	2	13][14	13][14	PROPN
iajs-87	88	3	]	]	PUNCT
iajs-87	88	4	.	.	PUNCT
iajs-87	89	1	adaptive	adaptive	PROPN
iajs-87	89	2	histogram	histogram	PROPN
iajs-87	89	3	equalization	equalization	PROPN
iajs-87	89	4	histogram	histogram	PROPN
iajs-87	89	5	equalization	equalization	NOUN
iajs-87	89	6	.	.	PUNCT
iajs-87	90	1	the	the	DET
iajs-87	90	2	term	term	NOUN
iajs-87	90	3	adaptive	adaptive	ADJ
iajs-87	90	4	implies	imply	VERB
iajs-87	90	5	that	that	SCONJ
iajs-87	90	6	different	different	ADJ
iajs-87	90	7	regions	region	NOUN
iajs-87	90	8	of	of	ADP
iajs-87	90	9	the	the	DET
iajs-87	90	10	image	image	NOUN
iajs-87	90	11	are	be	AUX
iajs-87	90	12	processed	process	VERB
iajs-87	90	13	differently	differently	ADV
iajs-87	90	14	depending	depend	VERB
iajs-87	90	15	on	on	ADP
iajs-87	90	16	local	local	ADJ
iajs-87	90	17	properties	property	NOUN
iajs-87	90	18	.	.	PUNCT
iajs-87	91	1	this	this	PRON
iajs-87	91	2	is	be	AUX
iajs-87	91	3	generally	generally	ADV
iajs-87	91	4	effective	effective	ADJ
iajs-87	91	5	in	in	ADP
iajs-87	91	6	increasing	increase	VERB
iajs-87	91	7	local	local	ADJ
iajs-87	91	8	contrast	contrast	NOUN
iajs-87	91	9	,	,	PUNCT
iajs-87	91	10	but	but	CCONJ
iajs-87	91	11	‘	'	PUNCT
iajs-87	91	12	block	block	NOUN
iajs-87	91	13	art	art	NOUN
iajs-87	91	14	effects	effect	NOUN
iajs-87	91	15	’	'	PUNCT
iajs-87	91	16	can	can	AUX
iajs-87	91	17	occur	occur	VERB
iajs-87	91	18	as	as	ADP
iajs-87	91	19	a	a	DET
iajs-87	91	20	result	result	NOUN
iajs-87	91	21	of	of	ADP
iajs-87	91	22	processing	process	VERB
iajs-87	91	23	each	each	DET
iajs-87	91	24	such	such	ADJ
iajs-87	91	25	region	region	NOUN
iajs-87	91	26	in	in	ADP
iajs-87	91	27	isolation	isolation	NOUN
iajs-87	91	28	and	and	CCONJ
iajs-87	91	29	art	art	NOUN
iajs-87	91	30	effects	effect	NOUN
iajs-87	91	31	at	at	ADP
iajs-87	91	32	the	the	DET
iajs-87	91	33	boundaries	boundary	NOUN
iajs-87	91	34	between	between	ADP
iajs-87	91	35	the	the	DET
iajs-87	91	36	inner	inner	ADJ
iajs-87	91	37	windows	window	NOUN
iajs-87	91	38	can	can	AUX
iajs-87	91	39	tend	tend	VERB
iajs-87	91	40	to	to	PART
iajs-87	91	41	produce	produce	VERB
iajs-87	91	42	the	the	DET
iajs-87	91	43	impression	impression	NOUN
iajs-87	91	44	of	of	ADP
iajs-87	91	45	an	an	DET
iajs-87	91	46	image	image	NOUN
iajs-87	91	47	consisting	consist	VERB
iajs-87	91	48	of	of	ADP
iajs-87	91	49	a	a	DET
iajs-87	91	50	number	number	NOUN
iajs-87	91	51	of	of	ADP
iajs-87	91	52	slightly	slightly	ADV
iajs-87	91	53	incongruous	incongruous	ADJ
iajs-87	91	54	blocks	block	NOUN
iajs-87	91	55	.	.	PUNCT
iajs-87	92	1	the	the	DET
iajs-87	92	2	art	art	NOUN
iajs-87	92	3	effects	effect	NOUN
iajs-87	92	4	can	can	AUX
iajs-87	92	5	generally	generally	ADV
iajs-87	92	6	be	be	AUX
iajs-87	92	7	reduced	reduce	VERB
iajs-87	92	8	by	by	ADP
iajs-87	92	9	increasing	increase	VERB
iajs-87	92	10	the	the	DET
iajs-87	92	11	size	size	NOUN
iajs-87	92	12	of	of	ADP
iajs-87	92	13	the	the	DET
iajs-87	92	14	outer	outer	ADJ
iajs-87	92	15	window	window	NOUN
iajs-87	92	16	relative	relative	NOUN
iajs-87	92	17	to	to	ADP
iajs-87	92	18	the	the	DET
iajs-87	92	19	inner	inner	ADJ
iajs-87	92	20	window	window	NOUN
iajs-87	92	21	[	[	X
iajs-87	92	22	15	15	NUM
iajs-87	92	23	]	]	PUNCT
iajs-87	92	24	.	.	PUNCT
iajs-87	93	1	extraction	extraction	NOUN
iajs-87	93	2	of	of	ADP
iajs-87	93	3	features	feature	NOUN
iajs-87	93	4	of	of	ADP
iajs-87	93	5	biologcal	biologcal	ADJ
iajs-87	93	6	image	image	NOUN
iajs-87	93	7	gray	gray	ADJ
iajs-87	93	8	level	level	NOUN
iajs-87	93	9	co	co	NOUN
iajs-87	93	10	-	-	NOUN
iajs-87	93	11	occurrence	occurrence	ADJ
iajs-87	93	12	matrix	matrix	NOUN
iajs-87	93	13	(	(	PUNCT
iajs-87	93	14	glcm	glcm	PROPN
iajs-87	93	15	)	)	PUNCT
iajs-87	93	16	has	have	AUX
iajs-87	93	17	been	be	AUX
iajs-87	93	18	proved	prove	VERB
iajs-87	93	19	to	to	PART
iajs-87	93	20	be	be	AUX
iajs-87	93	21	a	a	DET
iajs-87	93	22	popular	popular	ADJ
iajs-87	93	23	statistical	statistical	ADJ
iajs-87	93	24	method	method	NOUN
iajs-87	93	25	of	of	ADP
iajs-87	93	26	extracting	extract	VERB
iajs-87	93	27	feature	feature	NOUN
iajs-87	93	28	from	from	ADP
iajs-87	93	29	images	image	NOUN
iajs-87	93	30	.	.	PUNCT
iajs-87	94	1	according	accord	VERB
iajs-87	94	2	to	to	ADP
iajs-87	94	3	co	co	ADJ
iajs-87	94	4	-	-	NOUN
iajs-87	94	5	occurrence	occurrence	ADJ
iajs-87	94	6	matrix	matrix	NOUN
iajs-87	94	7	,	,	PUNCT
iajs-87	94	8	the	the	DET
iajs-87	94	9	features	feature	NOUN
iajs-87	94	10	measured	measure	VERB
iajs-87	94	11	from	from	ADP
iajs-87	94	12	the	the	DET
iajs-87	94	13	probability	probability	NOUN
iajs-87	94	14	matrix	matrix	NOUN
iajs-87	94	15	to	to	PART
iajs-87	94	16	extract	extract	VERB
iajs-87	94	17	the	the	DET
iajs-87	94	18	characteristics	characteristic	NOUN
iajs-87	94	19	of	of	ADP
iajs-87	94	20	statistics	statistic	NOUN
iajs-87	94	21	of	of	ADP
iajs-87	94	22	images	image	NOUN
iajs-87	94	23	[	[	X
iajs-87	94	24	16	16	NUM
iajs-87	94	25	,	,	PUNCT
iajs-87	94	26	17	17	NUM
iajs-87	94	27	]	]	PUNCT
iajs-87	94	28	.	.	PUNCT
iajs-87	95	1	in	in	ADP
iajs-87	95	2	this	this	DET
iajs-87	95	3	paper	paper	NOUN
iajs-87	95	4	four	four	NUM
iajs-87	95	5	important	important	ADJ
iajs-87	95	6	features	feature	NOUN
iajs-87	95	7	,	,	PUNCT
iajs-87	95	8	angular	angular	ADJ
iajs-87	95	9	second	second	ADJ
iajs-87	95	10	moment	moment	NOUN
iajs-87	95	11	,	,	PUNCT
iajs-87	95	12	contras	contra	NOUN
iajs-87	95	13	,	,	PUNCT
iajs-87	95	14	correlation	correlation	NOUN
iajs-87	95	15	,	,	PUNCT
iajs-87	95	16	energy	energy	NOUN
iajs-87	95	17	and	and	CCONJ
iajs-87	95	18	homogeneity	homogeneity	NOUN
iajs-87	95	19	.	.	PUNCT
iajs-87	96	1	table	table	NOUN
iajs-87	96	2	(	(	PUNCT
iajs-87	96	3	2	2	X
iajs-87	96	4	)	)	PUNCT
iajs-87	96	5	shows	show	VERB
iajs-87	96	6	the	the	DET
iajs-87	96	7	formulation	formulation	NOUN
iajs-87	96	8	of	of	ADP
iajs-87	96	9	statistical	statistical	ADJ
iajs-87	96	10	features	feature	NOUN
iajs-87	96	11	and	and	CCONJ
iajs-87	96	12	discription	discription	NOUN
iajs-87	96	13	.	.	PUNCT
iajs-87	97	1	methodology	methodology	NOUN
iajs-87	97	2	the	the	DET
iajs-87	97	3	propsed	propsed	ADJ
iajs-87	97	4	methodology	methodology	NOUN
iajs-87	97	5	can	can	AUX
iajs-87	97	6	be	be	AUX
iajs-87	97	7	devided	devide	VERB
iajs-87	97	8	into	into	ADP
iajs-87	97	9	six	six	NUM
iajs-87	97	10	steps	step	NOUN
iajs-87	97	11	.	.	PUNCT
iajs-87	98	1	step	step	NOUN
iajs-87	98	2	1:-rread	1:-rread	NUM
iajs-87	98	3	color	color	NOUN
iajs-87	98	4	biological	biological	ADJ
iajs-87	98	5	image	image	NOUN
iajs-87	98	6	step	step	NOUN
iajs-87	98	7	2	2	NUM
iajs-87	98	8	:	:	PUNCT
iajs-87	98	9	convert	convert	VERB
iajs-87	98	10	color	color	NOUN
iajs-87	98	11	biological	biological	ADJ
iajs-87	98	12	image	image	NOUN
iajs-87	98	13	to	to	PART
iajs-87	98	14	gray	gray	ADJ
iajs-87	98	15	scale	scale	NOUN
iajs-87	98	16	image	image	NOUN
iajs-87	98	17	step	step	NOUN
iajs-87	98	18	3	3	NUM
iajs-87	98	19	:	:	PUNCT
iajs-87	98	20	applying	apply	VERB
iajs-87	98	21	opening	open	VERB
iajs-87	98	22	morphlogical	morphlogical	ADJ
iajs-87	98	23	operation	operation	NOUN
iajs-87	98	24	on	on	ADP
iajs-87	98	25	gray	gray	ADJ
iajs-87	98	26	scale	scale	NOUN
iajs-87	98	27	biological	biological	ADJ
iajs-87	98	28	image	image	NOUN
iajs-87	98	29	using	use	VERB
iajs-87	98	30	different	different	ADJ
iajs-87	98	31	kind	kind	NOUN
iajs-87	98	32	of	of	ADP
iajs-87	98	33	structure	structure	NOUN
iajs-87	98	34	elemants	elemant	NOUN
iajs-87	98	35	(	(	PUNCT
iajs-87	98	36	disck	disck	ADJ
iajs-87	98	37	,	,	PUNCT
iajs-87	98	38	squer	squer	NOUN
iajs-87	98	39	,	,	PUNCT
iajs-87	98	40	line	line	NOUN
iajs-87	98	41	and	and	CCONJ
iajs-87	98	42	ball	ball	NOUN
iajs-87	98	43	)	)	PUNCT
iajs-87	98	44	,	,	PUNCT
iajs-87	98	45	with	with	ADP
iajs-87	98	46	the	the	DET
iajs-87	98	47	same	same	ADJ
iajs-87	98	48	of	of	ADP
iajs-87	98	49	(	(	PUNCT
iajs-87	98	50	15	15	NUM
iajs-87	98	51	)	)	PUNCT
iajs-87	98	52	parameter	parameter	NOUN
iajs-87	98	53	to	to	PART
iajs-87	98	54	estimate	estimate	VERB
iajs-87	98	55	illumination	illumination	NOUN
iajs-87	98	56	function	function	NOUN
iajs-87	98	57	.	.	PUNCT
iajs-87	99	1	step	step	NOUN
iajs-87	99	2	4	4	NUM
iajs-87	99	3	:	:	PUNCT
iajs-87	99	4	subtract	subtract	VERB
iajs-87	99	5	original	original	ADJ
iajs-87	99	6	from	from	ADP
iajs-87	99	7	background	background	NOUN
iajs-87	99	8	to	to	AUX
iajs-87	99	9	separate	separate	VERB
iajs-87	99	10	interest	interest	NOUN
iajs-87	99	11	objects	object	NOUN
iajs-87	99	12	of	of	ADP
iajs-87	99	13	biological	biological	ADJ
iajs-87	99	14	image	image	NOUN
iajs-87	99	15	from	from	ADP
iajs-87	99	16	their	their	PRON
iajs-87	99	17	background	background	NOUN
iajs-87	99	18	.	.	PUNCT
iajs-87	100	1	step	step	NOUN
iajs-87	100	2	5	5	NUM
iajs-87	100	3	:	:	PUNCT
iajs-87	100	4	applying	apply	VERB
iajs-87	100	5	conteract	conteract	NOUN
iajs-87	100	6	enhancement	enhancement	NOUN
iajs-87	100	7	techniques	technique	NOUN
iajs-87	100	8	to	to	ADP
iajs-87	100	9	biological	biological	ADJ
iajs-87	100	10	image	image	NOUN
iajs-87	100	11	obtain	obtain	VERB
iajs-87	100	12	from	from	ADP
iajs-87	100	13	step(4)using	step(4)use	VERB
iajs-87	100	14	different	different	ADJ
iajs-87	100	15	kind	kind	NOUN
iajs-87	100	16	of	of	ADP
iajs-87	100	17	enhancement	enhancement	NOUN
iajs-87	100	18	techniques	technique	NOUN
iajs-87	100	19	include	include	VERB
iajs-87	100	20	(	(	PUNCT
iajs-87	100	21	conterast	conterast	NOUN
iajs-87	100	22	adjustment	adjustment	NOUN
iajs-87	100	23	,	,	PUNCT
iajs-87	100	24	histogram	histogram	NOUN
iajs-87	100	25	equalization	equalization	NOUN
iajs-87	100	26	and	and	CCONJ
iajs-87	100	27	adaptive	adaptive	ADJ
iajs-87	100	28	histogram	histogram	NOUN
iajs-87	100	29	equalization	equalization	NOUN
iajs-87	100	30	)	)	PUNCT
iajs-87	100	31	.	.	PUNCT
iajs-87	101	1	step	step	NOUN
iajs-87	101	2	6	6	NUM
iajs-87	101	3	:	:	PUNCT
iajs-87	101	4	calculating	calculate	VERB
iajs-87	101	5	gray	gray	ADJ
iajs-87	101	6	level	level	NOUN
iajs-87	101	7	co	co	NOUN
iajs-87	101	8	-	-	NOUN
iajs-87	101	9	occurrence	occurrence	ADJ
iajs-87	101	10	matrix	matrix	NOUN
iajs-87	101	11	(	(	PUNCT
iajs-87	101	12	glcm	glcm	PROPN
iajs-87	101	13	)	)	PUNCT
iajs-87	101	14	and	and	CCONJ
iajs-87	101	15	the	the	DET
iajs-87	101	16	statistical	statistical	ADJ
iajs-87	101	17	features	feature	NOUN
iajs-87	101	18	are	be	AUX
iajs-87	101	19	contras	contra	NOUN
iajs-87	101	20	,	,	PUNCT
iajs-87	101	21	correlation	correlation	NOUN
iajs-87	101	22	,	,	PUNCT
iajs-87	101	23	energy	energy	NOUN
iajs-87	101	24	and	and	CCONJ
iajs-87	101	25	homogeneity	homogeneity	NOUN
iajs-87	101	26	for	for	ADP
iajs-87	101	27	enhancement	enhancement	NOUN
iajs-87	101	28	biological	biological	ADJ
iajs-87	101	29	images	image	NOUN
iajs-87	101	30	to	to	PART
iajs-87	101	31	assess	assess	VERB
iajs-87	101	32	morphological	morphological	ADJ
iajs-87	101	33	operation	operation	NOUN
iajs-87	101	34	quality	quality	NOUN
iajs-87	101	35	.	.	PUNCT
iajs-87	102	1	physics	physics	NOUN
iajs-87	102	2	|	|	ADV
iajs-87	102	3	85	85	NUM
iajs-87	102	4	2016	2016	NUM
iajs-87	102	5	)	)	PUNCT
iajs-87	102	6	عام	عام	ADP
iajs-87	102	7	2العدد	2العدد	NUM
iajs-87	102	8	(	(	PUNCT
iajs-87	102	9	29مجلة	29مجلة	NUM
iajs-87	102	10	إبن	إبن	VERB
iajs-87	102	11	الهيثم	الهيثم	ADJ
iajs-87	102	12	للعلوم	للعلوم	NOUN
iajs-87	102	13	الصرفة	الصرفة	NOUN
iajs-87	103	1	و	و	PRON
iajs-87	103	2	التطبيقية	التطبيقية	ADV
iajs-87	103	3	المجلد	المجلد	VERB
iajs-87	103	4	ibn	ibn	PROPN
iajs-87	103	5	al	al	PROPN
iajs-87	103	6	-	-	PUNCT
iajs-87	103	7	haitham	haitham	PROPN
iajs-87	103	8	j.	j.	PROPN
iajs-87	103	9	for	for	ADP
iajs-87	103	10	pure	pure	PROPN
iajs-87	103	11	&	&	CCONJ
iajs-87	103	12	appl	appl	PROPN
iajs-87	103	13	.	.	PUNCT
iajs-87	104	1	sci	sci	PROPN
iajs-87	104	2	.	.	PUNCT
iajs-87	105	1	vol.29	vol.29	PROPN
iajs-87	105	2	(	(	PUNCT
iajs-87	105	3	2	2	NUM
iajs-87	105	4	)	)	SYM
iajs-87	105	5	2016	2016	NUM
iajs-87	105	6	figure	figure	NOUN
iajs-87	105	7	(	(	PUNCT
iajs-87	105	8	1	1	NUM
iajs-87	105	9	)	)	PUNCT
iajs-87	105	10	flow	flow	NOUN
iajs-87	105	11	-	-	PUNCT
iajs-87	105	12	chart	chart	NOUN
iajs-87	105	13	of	of	ADP
iajs-87	105	14	the	the	DET
iajs-87	105	15	proposed	propose	VERB
iajs-87	105	16	algorithm	algorithm	NOUN
iajs-87	105	17	results	result	NOUN
iajs-87	105	18	and	and	CCONJ
iajs-87	105	19	discussion	discussion	VERB
iajs-87	105	20	the	the	DET
iajs-87	105	21	following	follow	VERB
iajs-87	105	22	results	result	NOUN
iajs-87	105	23	describe	describe	VERB
iajs-87	105	24	the	the	DET
iajs-87	105	25	proposed	propose	VERB
iajs-87	105	26	algorithm	algorithm	NOUN
iajs-87	105	27	for	for	ADP
iajs-87	105	28	two	two	NUM
iajs-87	105	29	real	real	ADJ
iajs-87	105	30	biological	biological	ADJ
iajs-87	105	31	images	image	NOUN
iajs-87	105	32	:	:	PUNCT
iajs-87	105	33	1	1	X
iajs-87	105	34	.	.	NUM
iajs-87	105	35	figures	figure	NOUN
iajs-87	105	36	(	(	PUNCT
iajs-87	105	37	2	2	NUM
iajs-87	105	38	)	)	PUNCT
iajs-87	105	39	and	and	CCONJ
iajs-87	105	40	(	(	PUNCT
iajs-87	105	41	3	3	X
iajs-87	105	42	)	)	PUNCT
iajs-87	105	43	show	show	VERB
iajs-87	105	44	the	the	DET
iajs-87	105	45	result	result	NOUN
iajs-87	105	46	of	of	ADP
iajs-87	105	47	applying	apply	VERB
iajs-87	105	48	the	the	DET
iajs-87	105	49	proposed	propose	VERB
iajs-87	105	50	algorithm	algorithm	NOUN
iajs-87	105	51	on	on	ADP
iajs-87	105	52	two	two	NUM
iajs-87	105	53	real	real	ADJ
iajs-87	105	54	biological	biological	ADJ
iajs-87	105	55	images	image	NOUN
iajs-87	105	56	.	.	PUNCT
iajs-87	106	1	morphological	morphological	ADJ
iajs-87	106	2	were	be	AUX
iajs-87	106	3	introduced	introduce	VERB
iajs-87	106	4	to	to	PART
iajs-87	106	5	correct	correct	VERB
iajs-87	106	6	the	the	DET
iajs-87	106	7	non	non	ADJ
iajs-87	106	8	-	-	ADJ
iajs-87	106	9	uniform	uniform	ADJ
iajs-87	106	10	illumination	illumination	NOUN
iajs-87	106	11	of	of	ADP
iajs-87	106	12	biological	biological	ADJ
iajs-87	106	13	images	image	NOUN
iajs-87	106	14	operations	operation	NOUN
iajs-87	106	15	using	use	VERB
iajs-87	106	16	different	different	ADJ
iajs-87	106	17	structure	structure	NOUN
iajs-87	106	18	element	element	NOUN
iajs-87	106	19	se	se	X
iajs-87	106	20	include	include	VERB
iajs-87	106	21	(	(	PUNCT
iajs-87	106	22	dick	dick	PROPN
iajs-87	106	23	,	,	PUNCT
iajs-87	106	24	square	square	NOUN
iajs-87	106	25	,	,	PUNCT
iajs-87	106	26	line	line	NOUN
iajs-87	106	27	and	and	CCONJ
iajs-87	106	28	ball	ball	NOUN
iajs-87	106	29	)	)	PUNCT
iajs-87	106	30	.	.	PUNCT
iajs-87	107	1	after	after	ADP
iajs-87	107	2	removing	remove	VERB
iajs-87	107	3	the	the	DET
iajs-87	107	4	non	non	ADJ
iajs-87	107	5	uniform	uniform	PROPN
iajs-87	107	6	illumination	illumination	NOUN
iajs-87	107	7	,	,	PUNCT
iajs-87	107	8	the	the	DET
iajs-87	107	9	resulting	result	VERB
iajs-87	107	10	image	image	NOUN
iajs-87	107	11	has	have	VERB
iajs-87	107	12	the	the	DET
iajs-87	107	13	problem	problem	NOUN
iajs-87	107	14	of	of	ADP
iajs-87	107	15	less	less	ADJ
iajs-87	107	16	brightness	brightness	NOUN
iajs-87	107	17	than	than	ADP
iajs-87	107	18	the	the	DET
iajs-87	107	19	original	original	ADJ
iajs-87	107	20	image	image	NOUN
iajs-87	107	21	due	due	ADP
iajs-87	107	22	to	to	ADP
iajs-87	107	23	morphological	morphological	ADJ
iajs-87	107	24	operation	operation	NOUN
iajs-87	107	25	and	and	CCONJ
iajs-87	107	26	the	the	DET
iajs-87	107	27	particles	particle	NOUN
iajs-87	107	28	appear	appear	VERB
iajs-87	107	29	to	to	PART
iajs-87	107	30	be	be	AUX
iajs-87	107	31	slightly	slightly	ADV
iajs-87	107	32	less	less	ADV
iajs-87	107	33	bright	bright	ADJ
iajs-87	107	34	than	than	ADP
iajs-87	107	35	their	their	PRON
iajs-87	107	36	original	original	ADJ
iajs-87	107	37	view	view	NOUN
iajs-87	107	38	.	.	PUNCT
iajs-87	108	1	in	in	ADP
iajs-87	108	2	order	order	NOUN
iajs-87	108	3	to	to	PART
iajs-87	108	4	remove	remove	VERB
iajs-87	108	5	these	these	DET
iajs-87	108	6	problems	problem	NOUN
iajs-87	108	7	,	,	PUNCT
iajs-87	108	8	image	image	NOUN
iajs-87	108	9	enhancement	enhancement	NOUN
iajs-87	108	10	techniques	technique	NOUN
iajs-87	108	11	can	can	AUX
iajs-87	108	12	be	be	AUX
iajs-87	108	13	performed	perform	VERB
iajs-87	108	14	at	at	ADP
iajs-87	108	15	the	the	DET
iajs-87	108	16	output	output	NOUN
iajs-87	108	17	of	of	ADP
iajs-87	108	18	the	the	DET
iajs-87	108	19	image	image	NOUN
iajs-87	108	20	including	include	VERB
iajs-87	108	21	(	(	PUNCT
iajs-87	108	22	contrast	contrast	NOUN
iajs-87	108	23	adjustment	adjustment	NOUN
iajs-87	108	24	,	,	PUNCT
iajs-87	108	25	histogram	histogram	NOUN
iajs-87	108	26	equalization	equalization	NOUN
iajs-87	108	27	and	and	CCONJ
iajs-87	108	28	adaptive	adaptive	ADJ
iajs-87	108	29	histogram	histogram	NOUN
iajs-87	108	30	equalization	equalization	NOUN
iajs-87	108	31	)	)	PUNCT
iajs-87	108	32	.	.	PUNCT
iajs-87	109	1	2	2	X
iajs-87	109	2	.	.	X
iajs-87	109	3	table	table	NOUN
iajs-87	109	4	(	(	PUNCT
iajs-87	109	5	3	3	X
iajs-87	109	6	)	)	PUNCT
iajs-87	109	7	shows	show	VERB
iajs-87	109	8	the	the	DET
iajs-87	109	9	comparison	comparison	NOUN
iajs-87	109	10	between	between	ADP
iajs-87	109	11	the	the	DET
iajs-87	109	12	values	value	NOUN
iajs-87	109	13	of	of	ADP
iajs-87	109	14	gray	gray	ADJ
iajs-87	109	15	level	level	NOUN
iajs-87	109	16	co	co	NOUN
iajs-87	109	17	-	-	NOUN
iajs-87	109	18	occurrence	occurrence	ADJ
iajs-87	109	19	matrixes	matrix	NOUN
iajs-87	109	20	(	(	PUNCT
iajs-87	109	21	glcm	glcm	PROPN
iajs-87	109	22	)	)	PUNCT
iajs-87	109	23	,	,	PUNCT
iajs-87	109	24	the	the	DET
iajs-87	109	25	statistical	statistical	ADJ
iajs-87	109	26	features	feature	NOUN
iajs-87	109	27	for	for	ADP
iajs-87	109	28	contrast	contrast	NOUN
iajs-87	109	29	,	,	PUNCT
iajs-87	109	30	correlation	correlation	NOUN
iajs-87	109	31	,	,	PUNCT
iajs-87	109	32	energy	energy	NOUN
iajs-87	109	33	and	and	CCONJ
iajs-87	109	34	homogeneity	homogeneity	NOUN
iajs-87	109	35	were	be	AUX
iajs-87	109	36	calculated	calculate	VERB
iajs-87	109	37	from	from	ADP
iajs-87	109	38	original	original	ADJ
iajs-87	109	39	biological	biological	ADJ
iajs-87	109	40	images	image	NOUN
iajs-87	109	41	and	and	CCONJ
iajs-87	109	42	enhancement	enhancement	NOUN
iajs-87	109	43	biological	biological	ADJ
iajs-87	109	44	images	image	NOUN
iajs-87	109	45	using	use	VERB
iajs-87	109	46	(	(	PUNCT
iajs-87	109	47	contrast	contrast	NOUN
iajs-87	109	48	adjustment	adjustment	NOUN
iajs-87	109	49	,	,	PUNCT
iajs-87	109	50	histogram	histogram	NOUN
iajs-87	109	51	equalization	equalization	NOUN
iajs-87	109	52	and	and	CCONJ
iajs-87	109	53	adaptive	adaptive	ADJ
iajs-87	109	54	histogram	histogram	NOUN
iajs-87	109	55	equalization	equalization	NOUN
iajs-87	109	56	)	)	PUNCT
iajs-87	109	57	after	after	ADP
iajs-87	109	58	appling	apple	VERB
iajs-87	109	59	opening	open	VERB
iajs-87	109	60	morphlogical	morphlogical	ADJ
iajs-87	109	61	operations	operation	NOUN
iajs-87	109	62	with	with	ADP
iajs-87	109	63	different	different	ADJ
iajs-87	109	64	kind	kind	NOUN
iajs-87	109	65	of	of	ADP
iajs-87	109	66	structure	structure	NOUN
iajs-87	109	67	elemants	elemant	NOUN
iajs-87	109	68	(	(	PUNCT
iajs-87	109	69	disck	disck	ADJ
iajs-87	109	70	,	,	PUNCT
iajs-87	109	71	squer	squer	NOUN
iajs-87	109	72	,	,	PUNCT
iajs-87	109	73	line	line	NOUN
iajs-87	109	74	and	and	CCONJ
iajs-87	109	75	ball	ball	NOUN
iajs-87	109	76	)	)	PUNCT
iajs-87	109	77	with	with	ADP
iajs-87	109	78	same	same	ADJ
iajs-87	109	79	parameter	parameter	NOUN
iajs-87	109	80	15	15	NUM
iajs-87	109	81	.	.	PUNCT
iajs-87	110	1	conclusions	conclusion	NOUN
iajs-87	110	2	the	the	DET
iajs-87	110	3	analysis	analysis	NOUN
iajs-87	110	4	of	of	ADP
iajs-87	110	5	the	the	DET
iajs-87	110	6	results	result	NOUN
iajs-87	110	7	showed	show	VERB
iajs-87	110	8	that	that	SCONJ
iajs-87	110	9	1	1	X
iajs-87	110	10	.	.	PUNCT
iajs-87	110	11	the	the	DET
iajs-87	110	12	best	good	ADJ
iajs-87	110	13	result	result	NOUN
iajs-87	110	14	was	be	AUX
iajs-87	110	15	obtained	obtain	VERB
iajs-87	110	16	when	when	SCONJ
iajs-87	110	17	using	use	VERB
iajs-87	110	18	the	the	DET
iajs-87	110	19	(	(	PUNCT
iajs-87	110	20	disk	disk	NOUN
iajs-87	110	21	)	)	PUNCT
iajs-87	110	22	structure	structure	NOUN
iajs-87	110	23	element	element	NOUN
iajs-87	110	24	for	for	ADP
iajs-87	110	25	correction	correction	NOUN
iajs-87	110	26	of	of	ADP
iajs-87	110	27	non	non	ADJ
iajs-87	110	28	-	-	ADJ
iajs-87	110	29	uniform	uniform	ADJ
iajs-87	110	30	illumination	illumination	NOUN
iajs-87	110	31	of	of	ADP
iajs-87	110	32	biological	biological	ADJ
iajs-87	110	33	image	image	NOUN
iajs-87	110	34	.	.	PUNCT
iajs-87	111	1	however	however	ADV
iajs-87	111	2	,	,	PUNCT
iajs-87	111	3	the	the	DET
iajs-87	111	4	worst	bad	ADJ
iajs-87	111	5	is	be	AUX
iajs-87	111	6	the	the	DET
iajs-87	111	7	(	(	PUNCT
iajs-87	111	8	line	line	NOUN
iajs-87	111	9	)	)	PUNCT
iajs-87	111	10	structure	structure	NOUN
iajs-87	111	11	element	element	NOUN
iajs-87	111	12	.	.	PUNCT
iajs-87	112	1	2	2	X
iajs-87	112	2	.	.	X
iajs-87	112	3	adaptive	adaptive	ADJ
iajs-87	112	4	histogram	histogram	NOUN
iajs-87	112	5	equalization	equalization	NOUN
iajs-87	112	6	and	and	CCONJ
iajs-87	112	7	contrast	contrast	NOUN
iajs-87	112	8	adjustment	adjustment	NOUN
iajs-87	112	9	are	be	AUX
iajs-87	112	10	better	well	ADJ
iajs-87	112	11	than	than	ADP
iajs-87	112	12	histogram	histogram	NOUN
iajs-87	112	13	equalization	equalization	NOUN
iajs-87	112	14	to	to	AUX
iajs-87	112	15	enhancement	enhancement	VERB
iajs-87	112	16	biological	biological	ADJ
iajs-87	112	17	image	image	NOUN
iajs-87	112	18	after	after	ADP
iajs-87	112	19	non	non	ADJ
iajs-87	112	20	-	-	ADJ
iajs-87	112	21	uniform	uniform	ADJ
iajs-87	112	22	illumination	illumination	NOUN
iajs-87	112	23	removal	removal	NOUN
iajs-87	112	24	.	.	PUNCT
iajs-87	113	1	3	3	X
iajs-87	113	2	.	.	X
iajs-87	113	3	the	the	DET
iajs-87	113	4	results	result	NOUN
iajs-87	113	5	that	that	PRON
iajs-87	113	6	have	have	AUX
iajs-87	113	7	been	be	AUX
iajs-87	113	8	obtained	obtain	VERB
iajs-87	113	9	by	by	ADP
iajs-87	113	10	applying	apply	VERB
iajs-87	113	11	contrast	contrast	NOUN
iajs-87	113	12	and	and	CCONJ
iajs-87	113	13	correlation	correlation	NOUN
iajs-87	113	14	are	be	AUX
iajs-87	113	15	a	a	DET
iajs-87	113	16	good	good	ADJ
iajs-87	113	17	indicator	indicator	NOUN
iajs-87	113	18	image	image	NOUN
iajs-87	113	19	quality	quality	NOUN
iajs-87	113	20	because	because	SCONJ
iajs-87	113	21	they	they	PRON
iajs-87	113	22	are	be	AUX
iajs-87	113	23	easy	easy	ADJ
iajs-87	113	24	to	to	PART
iajs-87	113	25	generate	generate	VERB
iajs-87	113	26	and	and	CCONJ
iajs-87	113	27	seemingly	seemingly	ADV
iajs-87	113	28	unbiased	unbiased	ADJ
iajs-87	113	29	subtract	subtract	NOUN
iajs-87	113	30	original	original	ADJ
iajs-87	113	31	from	from	ADP
iajs-87	113	32	background	background	NOUN
iajs-87	113	33	to	to	ADP
iajs-87	113	34	separating	separate	VERB
iajs-87	113	35	interest	interest	NOUN
iajs-87	113	36	objects	object	NOUN
iajs-87	113	37	of	of	ADP
iajs-87	113	38	biological	biological	ADJ
iajs-87	113	39	image	image	NOUN
iajs-87	113	40	from	from	ADP
iajs-87	113	41	their	their	PRON
iajs-87	113	42	background	background	NOUN
iajs-87	113	43	appling	appling	NOUN
iajs-87	113	44	opening	open	VERB
iajs-87	113	45	morphlogical	morphlogical	ADJ
iajs-87	113	46	operation	operation	NOUN
iajs-87	113	47	on	on	ADP
iajs-87	113	48	gray	gray	ADJ
iajs-87	113	49	scale	scale	NOUN
iajs-87	113	50	biological	biological	ADJ
iajs-87	113	51	image	image	NOUN
iajs-87	113	52	using	use	VERB
iajs-87	113	53	different	different	ADJ
iajs-87	113	54	kind	kind	NOUN
iajs-87	113	55	of	of	ADP
iajs-87	113	56	structure	structure	NOUN
iajs-87	113	57	elemants(disck	elemants(disck	PROPN
iajs-87	113	58	,	,	PUNCT
iajs-87	113	59	squer	squer	PROPN
iajs-87	113	60	,	,	PUNCT
iajs-87	113	61	line	line	NOUN
iajs-87	113	62	,	,	PUNCT
iajs-87	113	63	ball	ball	NOUN
iajs-87	113	64	)	)	PUNCT
iajs-87	113	65	adaptive	adaptive	PROPN
iajs-87	113	66	histogram	histogram	NOUN
iajs-87	113	67	eq	eq	ADP
iajs-87	113	68	ali	ali	PROPN
iajs-87	113	69	ation	ation	PROPN
iajs-87	113	70	histogram	histogram	PROPN
iajs-87	113	71	equalizationcontrast	equalizationcontrast	PROPN
iajs-87	113	72	adjustment	adjustment	NOUN
iajs-87	113	73	start	start	NOUN
iajs-87	113	74	read	read	VERB
iajs-87	113	75	color	color	NOUN
iajs-87	113	76	biological	biological	ADJ
iajs-87	113	77	image	image	NOUN
iajs-87	113	78	calculating	calculate	VERB
iajs-87	113	79	gray	gray	ADJ
iajs-87	113	80	level	level	NOUN
iajs-87	113	81	co	co	NOUN
iajs-87	113	82	-	-	NOUN
iajs-87	113	83	occurrence	occurrence	ADJ
iajs-87	113	84	matrix	matrix	NOUN
iajs-87	113	85	(	(	PUNCT
iajs-87	113	86	glcm	glcm	PROPN
iajs-87	113	87	)	)	PUNCT
iajs-87	113	88	and	and	CCONJ
iajs-87	113	89	the	the	DET
iajs-87	113	90	statistical	statistical	ADJ
iajs-87	113	91	features	feature	NOUN
iajs-87	113	92	are	be	AUX
iajs-87	113	93	contrast	contrast	NOUN
iajs-87	113	94	,	,	PUNCT
iajs-87	113	95	correlation	correlation	NOUN
iajs-87	113	96	,	,	PUNCT
iajs-87	113	97	energy	energy	NOUN
iajs-87	113	98	and	and	CCONJ
iajs-87	113	99	homogeneity	homogeneity	NOUN
iajs-87	113	100	for	for	ADP
iajs-87	113	101	enhancement	enhancement	NOUN
iajs-87	113	102	biological	biological	ADJ
iajs-87	113	103	images	image	NOUN
iajs-87	113	104	to	to	PART
iajs-87	113	105	assess	assess	VERB
iajs-87	113	106	morphological	morphological	ADJ
iajs-87	113	107	operation	operation	NOUN
iajs-87	113	108	quality	quality	NOUN
iajs-87	113	109	end	end	NOUN
iajs-87	113	110	convert	convert	NOUN
iajs-87	113	111	to	to	PART
iajs-87	113	112	gray	gray	ADJ
iajs-87	113	113	scale	scale	NOUN
iajs-87	113	114	image	image	NOUN
iajs-87	113	115	physics	physics	NOUN
iajs-87	113	116	|	|	ADV
iajs-87	113	117	86	86	NUM
iajs-87	113	118	2016	2016	NUM
iajs-87	113	119	)	)	PUNCT
iajs-87	113	120	عام	عام	ADP
iajs-87	113	121	2العدد	2العدد	NUM
iajs-87	113	122	(	(	PUNCT
iajs-87	113	123	29مجلة	29مجلة	NUM
iajs-87	113	124	إبن	إبن	VERB
iajs-87	113	125	الهيثم	الهيثم	ADJ
iajs-87	113	126	للعلوم	للعلوم	NOUN
iajs-87	113	127	الصرفة	الصرفة	NOUN
iajs-87	114	1	و	و	PRON
iajs-87	114	2	التطبيقية	التطبيقية	ADV
iajs-87	114	3	المجلد	المجلد	VERB
iajs-87	114	4	ibn	ibn	PROPN
iajs-87	114	5	al	al	PROPN
iajs-87	114	6	-	-	PUNCT
iajs-87	114	7	haitham	haitham	PROPN
iajs-87	114	8	j.	j.	PROPN
iajs-87	114	9	for	for	ADP
iajs-87	114	10	pure	pure	PROPN
iajs-87	114	11	&	&	CCONJ
iajs-87	114	12	appl	appl	PROPN
iajs-87	114	13	.	.	PUNCT
iajs-87	115	1	sci	sci	PROPN
iajs-87	115	2	.	.	PUNCT
iajs-87	116	1	vol.29	vol.29	PROPN
iajs-87	116	2	(	(	PUNCT
iajs-87	116	3	2	2	NUM
iajs-87	116	4	)	)	SYM
iajs-87	116	5	2016	2016	NUM
iajs-87	116	6	references	reference	NOUN
iajs-87	116	7	1eils	1eils	NUM
iajs-87	116	8	,	,	PUNCT
iajs-87	116	9	r.	r.	NOUN
iajs-87	116	10	and	and	CCONJ
iajs-87	116	11	athale	athale	PROPN
iajs-87	116	12	,	,	PUNCT
iajs-87	116	13	c.	c.	PROPN
iajs-87	116	14	,	,	PUNCT
iajs-87	116	15	(	(	PUNCT
iajs-87	116	16	2003	2003	NUM
iajs-87	116	17	)	)	PUNCT
iajs-87	116	18	.	.	PUNCT
iajs-87	117	1	computational	computational	ADJ
iajs-87	117	2	imaging	imaging	NOUN
iajs-87	117	3	in	in	ADP
iajs-87	117	4	cell	cell	NOUN
iajs-87	117	5	biology	biology	NOUN
iajs-87	117	6	.	.	PUNCT
iajs-87	118	1	journal	journal	PROPN
iajs-87	118	2	of	of	ADP
iajs-87	118	3	cell	cell	NOUN
iajs-87	118	4	biology	biology	NOUN
iajs-87	118	5	3(16):477–481	3(16):477–481	NUM
iajs-87	118	6	,	,	PUNCT
iajs-87	118	7	2gerlich	2gerlich	NUM
iajs-87	118	8	,	,	PUNCT
iajs-87	118	9	d	d	PROPN
iajs-87	118	10	;	;	PUNCT
iajs-87	118	11	mattes	matte	NOUN
iajs-87	118	12	,	,	PUNCT
iajs-87	118	13	j.	j.	PROPN
iajs-87	118	14	and	and	CCONJ
iajs-87	118	15	eils	eil	NOUN
iajs-87	118	16	,	,	PUNCT
iajs-87	118	17	r.	r.	PROPN
iajs-87	118	18	,	,	PUNCT
iajs-87	118	19	(	(	PUNCT
iajs-87	118	20	2003	2003	NUM
iajs-87	118	21	)	)	PUNCT
iajs-87	118	22	.	.	PUNCT
iajs-87	119	1	quantitative	quantitative	ADJ
iajs-87	119	2	motion	motion	NOUN
iajs-87	119	3	analysis	analysis	NOUN
iajs-87	119	4	and	and	CCONJ
iajs-87	119	5	visualization	visualization	NOUN
iajs-87	119	6	of	of	ADP
iajs-87	119	7	cellularstructures	cellularstructure	NOUN
iajs-87	119	8	methods	method	NOUN
iajs-87	119	9	,	,	PUNCT
iajs-87	119	10	1	1	NUM
iajs-87	119	11	(	(	PUNCT
iajs-87	119	12	29):3	29):3	NUM
iajs-87	119	13	-	-	SYM
iajs-87	119	14	13	13	NUM
iajs-87	119	15	.	.	PUNCT
iajs-87	120	1	3sabri	3sabri	NUM
iajs-87	120	2	,	,	PUNCT
iajs-87	120	3	s	s	PART
iajs-87	120	4	;	;	PUNCT
iajs-87	120	5	richelme	richelme	NOUN
iajs-87	120	6	,	,	PUNCT
iajs-87	120	7	f	f	X
iajs-87	120	8	;	;	PUNCT
iajs-87	120	9	pierres	pierre	NOUN
iajs-87	120	10	,	,	PUNCT
iajs-87	120	11	a;benoliel	a;benoliel	NOUN
iajs-87	120	12	,	,	PUNCT
iajs-87	120	13	a.m.	a.m.	PROPN
iajs-87	120	14	and	and	CCONJ
iajs-87	120	15	bongrand	bongrand	PROPN
iajs-87	120	16	,	,	PUNCT
iajs-87	120	17	p.	p.	NOUN
iajs-87	120	18	(	(	PUNCT
iajs-87	120	19	1997	1997	NUM
iajs-87	120	20	)	)	PUNCT
iajs-87	120	21	.	.	PUNCT
iajs-87	121	1	interest	interest	NOUN
iajs-87	121	2	of	of	ADP
iajs-87	121	3	image	image	NOUN
iajs-87	121	4	processing	processing	NOUN
iajs-87	121	5	in	in	ADP
iajs-87	121	6	cell	cell	NOUN
iajs-87	121	7	biology	biology	NOUN
iajs-87	121	8	and	and	CCONJ
iajs-87	121	9	immunology	immunology	NOUN
iajs-87	121	10	.	.	PUNCT
iajs-87	122	1	journal	journal	NOUN
iajs-87	122	2	of	of	ADP
iajs-87	122	3	immunological	immunological	ADJ
iajs-87	122	4	methods	method	NOUN
iajs-87	122	5	,	,	PUNCT
iajs-87	122	6	1	1	NUM
iajs-87	122	7	,	,	PUNCT
iajs-87	122	8	208:1–27	208:1–27	NUM
iajs-87	122	9	.	.	PUNCT
iajs-87	123	1	4tuan	4tuan	NUM
iajs-87	123	2	,	,	PUNCT
iajs-87	123	3	z.	z.	PROPN
iajs-87	123	4	,	,	PUNCT
iajs-87	123	5	(	(	PUNCT
iajs-87	123	6	2004	2004	NUM
iajs-87	123	7	)	)	PUNCT
iajs-87	123	8	“	"	PUNCT
iajs-87	123	9	image	image	NOUN
iajs-87	123	10	processing	processing	NOUN
iajs-87	123	11	–	–	PUNCT
iajs-87	123	12	morphology	morphology	NOUN
iajs-87	123	13	(	(	PUNCT
iajs-87	123	14	opening	opening	NOUN
iajs-87	123	15	&	&	CCONJ
iajs-87	123	16	closing	closing	NOUN
iajs-87	123	17	)	)	PUNCT
iajs-87	123	18	”	"	PUNCT
iajs-87	123	19	,	,	PUNCT
iajs-87	123	20	thesis	thesis	PROPN
iajs-87	123	21	b.	b.	PROPN
iajs-87	123	22	sc	sc	PROPN
iajs-87	123	23	(	(	PUNCT
iajs-87	123	24	hons	hon	NOUN
iajs-87	123	25	)	)	PUNCT
iajs-87	123	26	,	,	PUNCT
iajs-87	123	27	fcs[foundation	fcs[foundation	NOUN
iajs-87	123	28	of	of	ADP
iajs-87	123	29	computer	computer	NOUN
iajs-87	123	30	science]vision	science]vision	PROPN
iajs-87	123	31	mission(privacy	mission(privacy	PROPN
iajs-87	123	32	policy).terms	policy).term	NOUN
iajs-87	123	33	of	of	ADP
iajs-87	123	34	service	service	NOUN
iajs-87	123	35	5acharya	5acharya	NUM
iajs-87	123	36	,	,	PUNCT
iajs-87	123	37	a.et.al	a.et.al	PROPN
iajs-87	123	38	.	.	PUNCT
iajs-87	123	39	(	(	PUNCT
iajs-87	123	40	2009	2009	NUM
iajs-87	123	41	)	)	PUNCT
iajs-87	123	42	“	"	PUNCT
iajs-87	123	43	fpga	fpga	PROPN
iajs-87	123	44	based	base	VERB
iajs-87	123	45	non	non	PROPN
iajs-87	123	46	uniform	uniform	PROPN
iajs-87	123	47	illumination	illumination	NOUN
iajs-87	123	48	correction	correction	NOUN
iajs-87	123	49	in	in	ADP
iajs-87	123	50	image	image	NOUN
iajs-87	123	51	processing	processing	NOUN
iajs-87	123	52	application	application	NOUN
iajs-87	123	53	2	2	NUM
iajs-87	123	54	”	"	PUNCT
iajs-87	123	55	,	,	PUNCT
iajs-87	123	56	ebsco	ebsco	PROPN
iajs-87	123	57	,	,	PUNCT
iajs-87	123	58	university	university	PROPN
iajs-87	123	59	of	of	ADP
iajs-87	123	60	karlsruhe	karlsruhe	PROPN
iajs-87	123	61	,	,	PUNCT
iajs-87	123	62	germany	germany	PROPN
iajs-87	123	63	.	.	PUNCT
iajs-87	124	1	6feng	6feng	NUM
iajs-87	124	2	,	,	PUNCT
iajs-87	124	3	.y	.y	PROPN
iajs-87	124	4	,	,	PUNCT
iajs-87	124	5	s	s	PROPN
iajs-87	124	6	,	,	PUNCT
iajs-87	124	7	et	et	NOUN
iajs-87	124	8	al.(2011).a	al.(2011).a	VERB
iajs-87	124	9	multi	multi	ADJ
iajs-87	124	10	-	-	ADJ
iajs-87	124	11	scale	scale	ADJ
iajs-87	124	12	tvq.based	tvq.base	VERB
iajs-87	124	13	illumination	illumination	NOUN
iajs-87	124	14	normalization	normalization	NOUN
iajs-87	124	15	model.1:1	model.1:1	PROPN
iajs-87	124	16	-	-	PUNCT
iajs-87	124	17	6	6	NUM
iajs-87	124	18	.	.	PUNCT
iajs-87	125	1	7yadong	7yadong	NUM
iajs-87	125	2	,	,	PUNCT
iajs-87	125	3	w.	w.	NOUN
iajs-87	125	4	,et	,et	PUNCT
iajs-87	125	5	al.(2010).an	al.(2010).an	ADJ
iajs-87	125	6	image	image	NOUN
iajs-87	125	7	illumination	illumination	NOUN
iajs-87	125	8	correction	correction	NOUN
iajs-87	125	9	algorithm	algorithm	NOUN
iajs-87	125	10	based	base	VERB
iajs-87	125	11	on	on	ADP
iajs-87	125	12	tone	tone	NOUN
iajs-87	125	13	mapping.ieee,245	mapping.ieee,245	PROPN
iajs-87	125	14	-	-	PUNCT
iajs-87	125	15	248	248	NUM
iajs-87	125	16	,	,	PUNCT
iajs-87	125	17	8ying	8ye	VERB
iajs-87	125	18	-	-	PUNCT
iajs-87	125	19	tung	tung	PROPN
iajs-87	125	20	hsiao	hsiao	PROPN
iajs-87	125	21	,	,	PUNCT
iajs-87	125	22	and	and	CCONJ
iajs-87	125	23	cheng	cheng	PROPN
iajs-87	125	24	-	-	PUNCT
iajs-87	125	25	long	long	ADJ
iajs-87	125	26	chuang,(2005),a	chuang,(2005),a	PROPN
iajs-87	125	27	contour	contour	NOUN
iajs-87	125	28	based	base	VERB
iajs-87	125	29	image	image	NOUN
iajs-87	125	30	segmentation	segmentation	NOUN
iajs-87	125	31	algorithm	algorithm	NOUN
iajs-87	125	32	using	use	VERB
iajs-87	125	33	morphological	morphological	ADJ
iajs-87	125	34	edge	edge	NOUN
iajs-87	125	35	detection	detection	NOUN
iajs-87	125	36	department	department	NOUN
iajs-87	125	37	of	of	ADP
iajs-87	125	38	electrical	electrical	ADJ
iajs-87	125	39	engineering	engineering	NOUN
iajs-87	125	40	department	department	PROPN
iajs-87	125	41	of	of	ADP
iajs-87	125	42	bio	bio	PROPN
iajs-87	125	43	-	-	ADJ
iajs-87	125	44	industrial	industrial	ADJ
iajs-87	125	45	mechatronics	mechatronic	NOUN
iajs-87	125	46	engineering	engineering	PROPN
iajs-87	125	47	tamkang	tamkang	PROPN
iajs-87	125	48	university	university	PROPN
iajs-87	125	49	,	,	PUNCT
iajs-87	125	50	taipei	taipei	PROPN
iajs-87	125	51	,	,	PUNCT
iajs-87	125	52	taiwan	taiwan	PROPN
iajs-87	125	53	ieee	ieee	PROPN
iajs-87	125	54	..	..	PUNCT
iajs-87	125	55	9efford	9efford	NUM
iajs-87	125	56	,	,	PUNCT
iajs-87	125	57	n.	n.	NOUN
iajs-87	125	58	,	,	PUNCT
iajs-87	125	59	(	(	PUNCT
iajs-87	125	60	2000	2000	NUM
iajs-87	125	61	)	)	PUNCT
iajs-87	125	62	,	,	PUNCT
iajs-87	125	63	digital	digital	ADJ
iajs-87	125	64	image	image	NOUN
iajs-87	125	65	processing	processing	NOUN
iajs-87	125	66	:	:	PUNCT
iajs-87	125	67	a	a	DET
iajs-87	125	68	practical	practical	ADJ
iajs-87	125	69	introduction	introduction	NOUN
iajs-87	125	70	using	use	VERB
iajs-87	125	71	java	java	NOUN
iajs-87	125	72	(	(	PUNCT
iajs-87	125	73	with	with	ADP
iajs-87	125	74	cdrom	cdrom	NOUN
iajs-87	125	75	)	)	PUNCT
iajs-87	125	76	.	.	PUNCT
iajs-87	126	1	pearson	pearson	PROPN
iajs-87	126	2	education	education	PROPN
iajs-87	126	3	,	,	PUNCT
iajs-87	126	4	nick	nick	PROPN
iajs-87	126	5	effort	effort	PROPN
iajs-87	126	6	school	school	NOUN
iajs-87	126	7	of	of	ADP
iajs-87	126	8	computer	computer	NOUN
iajs-87	126	9	studies	study	NOUN
iajs-87	126	10	university	university	PROPN
iajs-87	126	11	of	of	ADP
iajs-87	126	12	leeds.england	leeds.england	PROPN
iajs-87	126	13	.	.	PUNCT
iajs-87	127	1	10umbaugh	10umbaugh	NUM
iajs-87	127	2	,	,	PUNCT
iajs-87	127	3	e.	e.	PROPN
iajs-87	127	4	(	(	PUNCT
iajs-87	127	5	1998	1998	NUM
iajs-87	127	6	)	)	PUNCT
iajs-87	127	7	.	.	PUNCT
iajs-87	128	1	computer	computer	NOUN
iajs-87	128	2	vision	vision	NOUN
iajs-87	128	3	and	and	CCONJ
iajs-87	128	4	image	image	NOUN
iajs-87	128	5	processing	processing	NOUN
iajs-87	128	6	:	:	PUNCT
iajs-87	128	7	a	a	DET
iajs-87	128	8	practical	practical	ADJ
iajs-87	128	9	approach	approach	NOUN
iajs-87	128	10	using	use	VERB
iajs-87	128	11	cviptools	cviptool	NOUN
iajs-87	128	12	with	with	ADP
iajs-87	128	13	cd	cd	PROPN
iajs-87	128	14	rom	rom	PROPN
iajs-87	128	15	.	.	PUNCT
iajs-87	129	1	prentice	prentice	PROPN
iajs-87	129	2	hall	hall	PROPN
iajs-87	129	3	ptr	ptr	PROPN
iajs-87	129	4	,	,	PUNCT
iajs-87	129	5	isbn	isbn	PROPN
iajs-87	129	6	10.0132645998	10.0132645998	NUM
iajs-87	129	7	.isbn13	.isbn13	NUM
iajs-87	129	8	:	:	PUNCT
iajs-87	129	9	9780132	9780132	NUM
iajs-87	129	10	.	.	PUNCT
iajs-87	130	1	11gonzalez	11gonzalez	NUM
iajs-87	130	2	,	,	PUNCT
iajs-87	130	3	r.	r.	PROPN
iajs-87	130	4	c.	c.	PROPN
iajs-87	130	5	and	and	CCONJ
iajs-87	130	6	woods	wood	NOUN
iajs-87	130	7	.r	.r	PROPN
iajs-87	130	8	.	.	PUNCT
iajs-87	131	1	e.	e.	PROPN
iajs-87	131	2	,	,	PUNCT
iajs-87	131	3	(	(	PUNCT
iajs-87	131	4	2002	2002	NUM
iajs-87	131	5	)	)	PUNCT
iajs-87	131	6	“	"	PUNCT
iajs-87	131	7	digital	digital	ADJ
iajs-87	131	8	image	image	NOUN
iajs-87	131	9	processing	processing	NOUN
iajs-87	131	10	”	"	PUNCT
iajs-87	131	11	,	,	PUNCT
iajs-87	131	12	second	second	ADJ
iajs-87	131	13	edition	edition	NOUN
iajs-87	131	14	.prentice	.prentice	INTJ
iajs-87	131	15	hall	hall	PROPN
iajs-87	131	16	.	.	PUNCT
iajs-87	132	1	12the	12the	ADJ
iajs-87	132	2	math	math	PROPN
iajs-87	132	3	works	works	PROPN
iajs-87	132	4	,	,	PUNCT
iajs-87	132	5	inc	inc	PROPN
iajs-87	132	6	,	,	PUNCT
iajs-87	132	7	(	(	PUNCT
iajs-87	132	8	2015	2015	NUM
iajs-87	132	9	)	)	PUNCT
iajs-87	132	10	.	.	PUNCT
iajs-87	133	1	image	image	NOUN
iajs-87	133	2	processing	processing	NOUN
iajs-87	133	3	toolbox	toolbox	NOUN
iajs-87	133	4	users	user	NOUN
iajs-87	133	5	guide	guide	VERB
iajs-87	133	6	,	,	PUNCT
iajs-87	133	7	version2	version2	NOUN
iajs-87	133	8	.	.	PUNCT
iajs-87	134	1	the	the	DET
iajs-87	134	2	math	math	PROPN
iajs-87	134	3	works	works	PROPN
iajs-87	134	4	inc	inc	PROPN
iajs-87	134	5	.	.	PROPN
iajs-87	134	6	13komal	13komal	NUM
iajs-87	134	7	,	,	PUNCT
iajs-87	134	8	vij	vij	PROPN
iajs-87	134	9	,	,	PUNCT
iajs-87	134	10	et	et	NOUN
iajs-87	134	11	al.(2009	al.(2009	NOUN
iajs-87	134	12	)	)	PUNCT
iajs-87	134	13	“	"	PUNCT
iajs-87	134	14	enhancement	enhancement	NOUN
iajs-87	134	15	of	of	ADP
iajs-87	134	16	images	image	NOUN
iajs-87	134	17	using	use	VERB
iajs-87	134	18	histogram	histogram	NOUN
iajs-87	134	19	processing	processing	NOUN
iajs-87	134	20	techniques	technique	NOUN
iajs-87	134	21	"	"	PUNCT
iajs-87	134	22	international	international	ADJ
iajs-87	134	23	journal	journal	NOUN
iajs-87	134	24	of	of	ADP
iajs-87	134	25	computer	computer	NOUN
iajs-87	134	26	application	application	NOUN
iajs-87	134	27	.	.	PUNCT
iajs-87	135	1	2	2	NUM
iajs-87	135	2	,	,	PUNCT
iajs-87	135	3	309	309	NUM
iajs-87	135	4	-	-	SYM
iajs-87	135	5	313	313	NUM
iajs-87	135	6	,	,	PUNCT
iajs-87	135	7	.	.	PUNCT
iajs-87	136	1	14solamon	14solamon	NUM
iajs-87	136	2	,	,	PUNCT
iajs-87	136	3	c.	c.	PROPN
iajs-87	136	4	and	and	CCONJ
iajs-87	136	5	brekon	brekon	PROPN
iajs-87	136	6	,	,	PUNCT
iajs-87	136	7	t.	t.	PROPN
iajs-87	136	8	(	(	PUNCT
iajs-87	136	9	2010)"fundamental	2010)"fundamental	NUM
iajs-87	136	10	of	of	ADP
iajs-87	136	11	digital	digital	ADJ
iajs-87	136	12	image	image	NOUN
iajs-87	136	13	processing	processing	NOUN
iajs-87	136	14	"	"	PUNCT
iajs-87	136	15	university	university	NOUN
iajs-87	136	16	school	school	NOUN
iajs-87	136	17	of	of	ADP
iajs-87	136	18	engineering	engineering	NOUN
iajs-87	136	19	and	and	CCONJ
iajs-87	136	20	technology	technology	NOUN
iajs-87	136	21	.	.	PUNCT
iajs-87	137	1	guru	guru	NOUN
iajs-87	137	2	go	go	VERB
iajs-87	137	3	binds	bind	VERB
iajs-87	137	4	singh	singh	PROPN
iajs-87	137	5	indrapraa.www.ipu.ac.in	indrapraa.www.ipu.ac.in	NOUN
iajs-87	137	6	.	.	PUNCT
iajs-87	138	1	15	15	NUM
iajs-87	138	2	mukhopadhyay	mukhopadhyay	NOUN
iajs-87	138	3	,	,	PUNCT
iajs-87	138	4	s.	s.	PROPN
iajs-87	138	5	and	and	CCONJ
iajs-87	138	6	chanda	chanda	PROPN
iajs-87	138	7	,	,	PUNCT
iajs-87	138	8	b.	b.	PROPN
iajs-87	138	9	,	,	PUNCT
iajs-87	138	10	(	(	PUNCT
iajs-87	138	11	2000	2000	NUM
iajs-87	138	12	)	)	PUNCT
iajs-87	138	13	“	"	PUNCT
iajs-87	138	14	a	a	DET
iajs-87	138	15	multiscale	multiscale	ADJ
iajs-87	138	16	morphological	morphological	ADJ
iajs-87	138	17	approach	approach	NOUN
iajs-87	138	18	to	to	ADP
iajs-87	138	19	local	local	ADJ
iajs-87	138	20	contrast	contrast	NOUN
iajs-87	138	21	enhancement	enhancement	NOUN
iajs-87	138	22	,	,	PUNCT
iajs-87	138	23	”	"	PUNCT
iajs-87	138	24	elsevier	elsevier	PROPN
iajs-87	138	25	signal	signal	NOUN
iajs-87	138	26	processing	processing	NOUN
iajs-87	138	27	80	80	NUM
iajs-87	138	28	,	,	PUNCT
iajs-87	138	29	685	685	NUM
iajs-87	138	30	-	-	SYM
iajs-87	138	31	696	696	NUM
iajs-87	138	32	.	.	PUNCT
iajs-87	139	1	16haralick	16haralick	NUM
iajs-87	139	2	,	,	PUNCT
iajs-87	139	3	r.m	r.m	PROPN
iajs-87	139	4	.	.	PROPN
iajs-87	139	5	(	(	PUNCT
iajs-87	139	6	1979)"statistical	1979)"statistical	ADJ
iajs-87	139	7	and	and	CCONJ
iajs-87	139	8	structural	structural	ADJ
iajs-87	139	9	approaches	approach	NOUN
iajs-87	139	10	to	to	ADP
iajs-87	139	11	texture	texture	ADJ
iajs-87	139	12	proceeding	proceeding	NOUN
iajs-87	139	13	"	"	PUNCT
iajs-87	139	14	ieee,.67	ieee,.67	PROPN
iajs-87	139	15	:	:	PUNCT
iajs-87	139	16	.786.804	.786.804	PROPN
iajs-87	139	17	,	,	PUNCT
iajs-87	139	18	17yong	17yong	NUM
iajs-87	139	19	hu	hu	PROPN
iajs-87	139	20	,	,	PUNCT
iajs-87	139	21	chunxia	chunxia	PROPN
iajs-87	139	22	zhao	zhao	PROPN
iajs-87	139	23	,	,	PUNCT
iajs-87	139	24	and	and	CCONJ
iajs-87	139	25	hong.noanwang	hong.noanwang	X
iajs-87	139	26	.	.	PUNCT
iajs-87	140	1	(	(	PUNCT
iajs-87	140	2	2008)."directional	2008)."directional	ADJ
iajs-87	140	3	analysis	analysis	NOUN
iajs-87	140	4	of	of	ADP
iajs-87	140	5	texture	texture	ADJ
iajs-87	140	6	image	image	NOUN
iajs-87	140	7	using	use	VERB
iajs-87	140	8	gray	gray	ADJ
iajs-87	140	9	level	level	NOUN
iajs-87	140	10	cooccurrence	cooccurrence	NOUN
iajs-87	140	11	matrix	matrix	NOUN
iajs-87	140	12	computationl	computationl	NOUN
iajs-87	140	13	intelligencer	intelligencer	NOUN
iajs-87	140	14	and	and	CCONJ
iajs-87	140	15	industrial	industrial	ADJ
iajs-87	140	16	application	application	NOUN
iajs-87	140	17	"	"	PUNCT
iajs-87	140	18	,	,	PUNCT
iajs-87	140	19	international	international	ADJ
iajs-87	140	20	journal	journal	NOUN
iajs-87	140	21	of	of	ADP
iajs-87	140	22	computer	computer	NOUN
iajs-87	140	23	applications	application	NOUN
iajs-87	140	24	.79.9	.79.9	PUNCT
iajs-87	140	25	.	.	PUNCT
iajs-87	141	1	277	277	NUM
iajs-87	141	2	-	-	SYM
iajs-87	141	3	281	281	NUM
iajs-87	141	4	,	,	PUNCT
iajs-87	141	5	18jaya	18jaya	NUM
iajs-87	141	6	,	,	PUNCT
iajs-87	141	7	v.l	v.l	PROPN
iajs-87	141	8	,	,	PUNCT
iajs-87	141	9	and	and	CCONJ
iajs-87	141	10	.	.	PUNCT
iajs-87	141	11	gopikakumari	gopikakumari	PROPN
iajs-87	141	12	.	.	PUNCT
iajs-87	142	1	r	r	X
iajs-87	142	2	,	,	PUNCT
iajs-87	142	3	(	(	PUNCT
iajs-87	142	4	2013).iem	2013).iem	NUM
iajs-87	142	5	:	:	PUNCT
iajs-87	142	6	"	"	PUNCT
iajs-87	142	7	a	a	DET
iajs-87	142	8	new	new	ADJ
iajs-87	142	9	image	image	NOUN
iajs-87	142	10	enhancement	enhancement	NOUN
iajs-87	142	11	metric	metric	ADJ
iajs-87	142	12	for	for	ADP
iajs-87	142	13	contrast	contrast	NOUN
iajs-87	142	14	and	and	CCONJ
iajs-87	142	15	sharpness	sharpness	NOUN
iajs-87	142	16	measurements	measurement	NOUN
iajs-87	142	17	"	"	PUNCT
iajs-87	142	18	,	,	PUNCT
iajs-87	142	19	"	"	PUNCT
iajs-87	142	20	international	international	ADJ
iajs-87	142	21	journal	journal	NOUN
iajs-87	142	22	of	of	ADP
iajs-87	142	23	computer	computer	NOUN
iajs-87	142	24	application"79(1	application"79(1	NOUN
iajs-87	142	25	)	)	PUNCT
iajs-87	142	26	..	..	PUNCT
iajs-87	142	27	0975888	0975888	NUM
iajs-87	143	1	7	7	X
iajs-87	143	2	.	.	PUNCT
iajs-87	143	3	physics	physics	NOUN
iajs-87	143	4	|	|	ADV
iajs-87	143	5	87	87	NUM
iajs-87	143	6	2016	2016	NUM
iajs-87	143	7	)	)	PUNCT
iajs-87	143	8	عام	عام	ADP
iajs-87	143	9	2العدد	2العدد	NUM
iajs-87	143	10	(	(	PUNCT
iajs-87	143	11	29مجلة	29مجلة	NUM
iajs-87	143	12	إبن	إبن	VERB
iajs-87	143	13	الهيثم	الهيثم	ADJ
iajs-87	143	14	للعلوم	للعلوم	NOUN
iajs-87	143	15	الصرفة	الصرفة	NOUN
iajs-87	144	1	و	و	PRON
iajs-87	144	2	التطبيقية	التطبيقية	ADV
iajs-87	144	3	المجلد	المجلد	VERB
iajs-87	144	4	ibn	ibn	PROPN
iajs-87	144	5	al	al	PROPN
iajs-87	144	6	-	-	PUNCT
iajs-87	144	7	haitham	haitham	PROPN
iajs-87	144	8	j.	j.	PROPN
iajs-87	144	9	for	for	ADP
iajs-87	144	10	pure	pure	PROPN
iajs-87	144	11	&	&	CCONJ
iajs-87	144	12	appl	appl	PROPN
iajs-87	144	13	.	.	PUNCT
iajs-87	145	1	sci	sci	PROPN
iajs-87	145	2	.	.	PUNCT
iajs-87	146	1	vol.29	vol.29	PROPN
iajs-87	146	2	(	(	PUNCT
iajs-87	146	3	2	2	NUM
iajs-87	146	4	)	)	SYM
iajs-87	146	5	2016	2016	NUM
iajs-87	146	6	table	table	NOUN
iajs-87	146	7	(	(	PUNCT
iajs-87	146	8	1	1	NUM
iajs-87	146	9	):	):	PUNCT
iajs-87	146	10	kind	kind	NOUN
iajs-87	146	11	of	of	ADP
iajs-87	146	12	structure	structure	NOUN
iajs-87	146	13	element	element	NOUN
iajs-87	146	14	and	and	CCONJ
iajs-87	146	15	its	its	PRON
iajs-87	146	16	description	description	NOUN
iajs-87	146	17	kind	kind	ADV
iajs-87	146	18	of	of	ADP
iajs-87	146	19	structure	structure	NOUN
iajs-87	146	20	element	element	NOUN
iajs-87	146	21	description	description	NOUN
iajs-87	146	22	disk	disk	NOUN
iajs-87	146	23	creates	create	VERB
iajs-87	146	24	flat	flat	ADJ
iajs-87	146	25	,	,	PUNCT
iajs-87	146	26	disk	disk	NOUN
iajs-87	146	27	-	-	PUNCT
iajs-87	146	28	shaped	shape	VERB
iajs-87	146	29	structuring	structuring	NOUN
iajs-87	146	30	element	element	NOUN
iajs-87	146	31	with	with	ADP
iajs-87	146	32	radius	radius	PROPN
iajs-87	146	33	r.	r.	PROPN
iajs-87	146	34	line	line	NOUN
iajs-87	146	35	creates	create	VERB
iajs-87	146	36	flat	flat	ADJ
iajs-87	146	37	,	,	PUNCT
iajs-87	146	38	linear	linear	ADJ
iajs-87	146	39	structuring	structuring	NOUN
iajs-87	146	40	element	element	NOUN
iajs-87	146	41	square	square	PROPN
iajs-87	146	42	creates	create	VERB
iajs-87	146	43	square	square	ADJ
iajs-87	146	44	structuring	structuring	NOUN
iajs-87	146	45	element	element	NOUN
iajs-87	146	46	ball	ball	NOUN
iajs-87	146	47	structuring	structuring	NOUN
iajs-87	146	48	element	element	NOUN
iajs-87	146	49	decompositions	decomposition	NOUN
iajs-87	146	50	used	use	VERB
iajs-87	146	51	for	for	ADP
iajs-87	146	52	the	the	DET
iajs-87	146	53	'	'	PUNCT
iajs-87	146	54	disk	disk	NOUN
iajs-87	146	55	'	'	PUNCT
iajs-87	146	56	and	and	CCONJ
iajs-87	146	57	'	'	PUNCT
iajs-87	146	58	ball	ball	NOUN
iajs-87	146	59	'	'	PART
iajs-87	146	60	shapes	shape	NOUN
iajs-87	146	61	are	be	AUX
iajs-87	146	62	approximations	approximation	NOUN
iajs-87	146	63	[	[	X
iajs-87	146	64	11	11	NUM
iajs-87	146	65	]	]	PUNCT
iajs-87	146	66	.	.	PUNCT
iajs-87	147	1	table(2	table(2	NOUN
iajs-87	147	2	):	):	PUNCT
iajs-87	147	3	gray	gray	ADJ
iajs-87	147	4	level	level	NOUN
iajs-87	147	5	co	co	NOUN
iajs-87	147	6	-	-	NOUN
iajs-87	147	7	occurrence	occurrence	ADJ
iajs-87	147	8	matrix	matrix	NOUN
iajs-87	147	9	(	(	PUNCT
iajs-87	147	10	glcm)the	glcm)the	DET
iajs-87	147	11	statistical	statistical	ADJ
iajs-87	147	12	features	feature	NOUN
iajs-87	147	13	are	be	AUX
iajs-87	147	14	contras	contra	NOUN
iajs-87	147	15	,	,	PUNCT
iajs-87	147	16	correlation	correlation	NOUN
iajs-87	147	17	,	,	PUNCT
iajs-87	147	18	energy	energy	NOUN
iajs-87	147	19	and	and	CCONJ
iajs-87	147	20	homogeneity	homogeneity	NOUN
iajs-87	147	21	of	of	ADP
iajs-87	147	22	gray	gray	ADJ
iajs-87	147	23	level	level	NOUN
iajs-87	147	24	pixels	pixel	NOUN
iajs-87	147	25	defined	define	VERB
iajs-87	147	26	as	as	ADP
iajs-87	147	27	[	[	X
iajs-87	147	28	18	18	NUM
iajs-87	147	29	]	]	PUNCT
iajs-87	147	30	.	.	PUNCT
iajs-87	148	1	discription	discription	NOUN
iajs-87	148	2	(	(	PUNCT
iajs-87	148	3	glcm)or	glcm)or	NOUN
iajs-87	148	4	statistical	statistical	ADJ
iajs-87	148	5	feature	feature	NOUN
iajs-87	148	6	measure	measure	NOUN
iajs-87	148	7	of	of	ADP
iajs-87	148	8	the	the	DET
iajs-87	148	9	intensity	intensity	NOUN
iajs-87	148	10	contrast	contrast	NOUN
iajs-87	148	11	between	between	ADP
iajs-87	148	12	a	a	DET
iajs-87	148	13	pixel	pixel	NOUN
iajs-87	148	14	and	and	CCONJ
iajs-87	148	15	its	its	PRON
iajs-87	148	16	neighbor	neighbor	NOUN
iajs-87	148	17	over	over	ADP
iajs-87	148	18	the	the	DET
iajs-87	148	19	whole	whole	ADJ
iajs-87	148	20	image	image	NOUN
iajs-87	148	21	.	.	PUNCT
iajs-87	149	1	conteras	conteras	PROPN
iajs-87	149	2	,	,	PUNCT
iajs-87	149	3	measure	measure	NOUN
iajs-87	149	4	of	of	ADP
iajs-87	149	5	how	how	SCONJ
iajs-87	149	6	correlated	correlate	VERB
iajs-87	149	7	apixel	apixel	PROPN
iajs-87	149	8	is	be	AUX
iajs-87	149	9	to	to	ADP
iajs-87	149	10	its	its	PRON
iajs-87	149	11	neighbor	neighbor	NOUN
iajs-87	149	12	over	over	ADP
iajs-87	149	13	the	the	DET
iajs-87	149	14	whole	whole	ADJ
iajs-87	149	15	image	image	NOUN
iajs-87	149	16	and	and	CCONJ
iajs-87	149	17	it	it	PRON
iajs-87	149	18	measures	measure	VERB
iajs-87	149	19	the	the	DET
iajs-87	149	20	joint	joint	ADJ
iajs-87	149	21	probability	probability	NOUN
iajs-87	149	22	of	of	ADP
iajs-87	149	23	occurrence	occurrence	NOUN
iajs-87	149	24	of	of	ADP
iajs-87	149	25	the	the	DET
iajs-87	149	26	specified	specified	ADJ
iajs-87	149	27	pixel	pixel	NOUN
iajs-87	149	28	pairs	pair	NOUN
iajs-87	149	29	correlation	correlation	NOUN
iajs-87	149	30	µ	µ	PRON
iajs-87	149	31	µ	µ	X
iajs-87	149	32	,	,	PUNCT
iajs-87	149	33	measures	measure	VERB
iajs-87	149	34	the	the	DET
iajs-87	149	35	overall	overall	ADJ
iajs-87	149	36	probability	probability	NOUN
iajs-87	149	37	of	of	ADP
iajs-87	149	38	having	have	VERB
iajs-87	149	39	distinctive	distinctive	ADJ
iajs-87	149	40	gray	gray	ADJ
iajs-87	149	41	–	–	PUNCT
iajs-87	149	42	scale	scale	NOUN
iajs-87	149	43	patterns	pattern	NOUN
iajs-87	149	44	in	in	ADP
iajs-87	149	45	image	image	NOUN
iajs-87	149	46	energy	energy	NOUN
iajs-87	149	47	,	,	PUNCT
iajs-87	149	48	measures	measure	VERB
iajs-87	149	49	the	the	DET
iajs-87	149	50	value	value	NOUN
iajs-87	149	51	that	that	DET
iajs-87	149	52	closeness	closeness	NOUN
iajs-87	149	53	of	of	ADP
iajs-87	149	54	the	the	DET
iajs-87	149	55	distribution	distribution	NOUN
iajs-87	149	56	of	of	ADP
iajs-87	149	57	elements	element	NOUN
iajs-87	149	58	in	in	ADP
iajs-87	149	59	the	the	DET
iajs-87	149	60	glcm	glcm	NOUN
iajs-87	149	61	to	to	ADP
iajs-87	149	62	the	the	DET
iajs-87	149	63	glcm	glcm	PROPN
iajs-87	149	64	diagonal	diagonal	ADJ
iajs-87	150	1	[	[	X
iajs-87	150	2	11	11	NUM
iajs-87	150	3	]	]	PUNCT
iajs-87	150	4	.	.	PUNCT
iajs-87	151	1	homogneity=∑	homogneity=∑	PROPN
iajs-87	151	2	∑	∑	ADV
iajs-87	151	3	,	,	PUNCT
iajs-87	151	4	|	|	ADV
iajs-87	152	1	|	|	ADV
iajs-87	152	2	where	where	SCONJ
iajs-87	152	3	i	i	PRON
iajs-87	152	4	and	and	CCONJ
iajs-87	152	5	j	j	PROPN
iajs-87	152	6	are	be	AUX
iajs-87	152	7	two	two	NUM
iajs-87	152	8	different	different	ADJ
iajs-87	152	9	gray	gray	ADJ
iajs-87	152	10	levels	level	NOUN
iajs-87	152	11	of	of	ADP
iajs-87	152	12	the	the	DET
iajs-87	152	13	image	image	NOUN
iajs-87	152	14	.p	.p	NOUN
iajs-87	152	15	is	be	AUX
iajs-87	152	16	the	the	DET
iajs-87	152	17	number	number	NOUN
iajs-87	152	18	ofco	ofco	NOUN
iajs-87	152	19	-	-	PUNCT
iajs-87	152	20	appearance	appearance	NOUN
iajs-87	152	21	of	of	ADP
iajs-87	152	22	gray	gray	ADJ
iajs-87	152	23	levels	level	NOUN
iajs-87	152	24	i	i	PRON
iajs-87	152	25	and	and	CCONJ
iajs-87	152	26	j	j	PROPN
iajs-87	152	27	table	table	NOUN
iajs-87	152	28	(	(	PUNCT
iajs-87	152	29	3	3	X
iajs-87	152	30	)	)	PUNCT
iajs-87	152	31	the	the	DET
iajs-87	152	32	values	value	NOUN
iajs-87	152	33	of	of	ADP
iajs-87	152	34	statistical	statistical	ADJ
iajs-87	152	35	image	image	NOUN
iajs-87	152	36	quality	quality	NOUN
iajs-87	152	37	by	by	ADP
iajs-87	152	38	different	different	ADJ
iajs-87	152	39	of	of	ADP
iajs-87	152	40	morphological	morphological	ADJ
iajs-87	152	41	structuring	structuring	NOUN
iajs-87	152	42	elements	element	NOUN
iajs-87	152	43	and	and	CCONJ
iajs-87	152	44	contrast	contrast	VERB
iajs-87	152	45	enhancement	enhancement	NOUN
iajs-87	152	46	techniques	technique	NOUN
iajs-87	152	47	(	(	PUNCT
iajs-87	152	48	cet	cet	PROPN
iajs-87	152	49	)	)	PUNCT
iajs-87	152	50	.	.	PUNCT
iajs-87	153	1	statistical	statistical	ADJ
iajs-87	153	2	image	image	NOUN
iajs-87	153	3	quality	quality	NOUN
iajs-87	153	4	structure	structure	NOUN
iajs-87	153	5	morpholog	morpholog	PROPN
iajs-87	153	6	ical	ical	PROPN
iajs-87	153	7	element	element	NOUN
iajs-87	153	8	image2	image2	NOUN
iajs-87	153	9	image1	image1	NOUN
iajs-87	153	10	homogeneity	homogeneity	NOUN
iajs-87	153	11	energy	energy	NOUN
iajs-87	153	12	correlation	correlation	NOUN
iajs-87	153	13	contrast	contrast	NOUN
iajs-87	153	14	homogenei	homogenei	VERB
iajs-87	153	15	ty	ty	INTJ
iajs-87	153	16	energy	energy	NOUN
iajs-87	153	17	correlatio	correlatio	NOUN
iajs-87	153	18	n	n	PRON
iajs-87	153	19	contrast	contrast	VERB
iajs-87	153	20	0.0160	0.0160	NUM
iajs-87	153	21	3.1682e-06	3.1682e-06	NUM
iajs-87	153	22	4.1291e-06	4.1291e-06	NUM
iajs-87	153	23	7.9540e+04	7.9540e+04	PROPN
iajs-87	153	24	0.0321	0.0321	NUM
iajs-87	153	25	1.4158e-05	1.4158e-05	NUM
iajs-87	153	26	-0.0145	-0.0145	NOUN
iajs-87	153	27	1.4093e+04	1.4093e+04	NUM
iajs-87	153	28	original	original	ADJ
iajs-87	153	29	contrast	contrast	NOUN
iajs-87	153	30	adjustment	adjustment	NOUN
iajs-87	153	31	0.0159	0.0159	NUM
iajs-87	153	32	4.5635e-06	4.5635e-06	NUM
iajs-87	153	33	6.6424e-04	6.6424e-04	NUM
iajs-87	153	34	8.1158e+04	8.1158e+04	PROPN
iajs-87	153	35	0.0322	0.0322	NUM
iajs-87	153	36	1.5294e-05	1.5294e-05	NUM
iajs-87	153	37	-0.0151	-0.0151	NOUN
iajs-87	153	38	1.3842e+04	1.3842e+04	NUM
iajs-87	153	39	disk	disk	NOUN
iajs-87	153	40	0.0162	0.0162	NUM
iajs-87	153	41	5.7358e-06	5.7358e-06	NUM
iajs-87	153	42	-1.1169e-04	-1.1169e-04	PUNCT
iajs-87	154	1	7.5186e+04	7.5186e+04	NUM
iajs-87	154	2	0.0323	0.0323	NUM
iajs-87	154	3	1.6889e-05	1.6889e-05	NUM
iajs-87	154	4	-0.0133	-0.0133	NUM
iajs-87	154	5	1.3541e+04	1.3541e+04	PROPN
iajs-87	154	6	square	square	NOUN
iajs-87	154	7	0.0165	0.0165	NUM
iajs-87	154	8	9.5459e-06	9.5459e-06	NUM
iajs-87	154	9	0.0025	0.0025	NUM
iajs-87	154	10	6.8616e+04	6.8616e+04	NUM
iajs-87	154	11	0.0320	0.0320	NUM
iajs-87	154	12	2.6104e-05	2.6104e-05	NUM
iajs-87	154	13	-0.0022	-0.0022	NOUN
iajs-87	154	14	1.2995e+04	1.2995e+04	NUM
iajs-87	154	15	line	line	NOUN
iajs-87	154	16	0.0159	0.0159	NUM
iajs-87	154	17	4.7202e-06	4.7202e-06	NUM
iajs-87	154	18	-2.4689e-04	-2.4689e-04	PUNCT
iajs-87	154	19	8.0316e+04	8.0316e+04	NUM
iajs-87	154	20	0.0322	0.0322	NUM
iajs-87	154	21	1.5381e-05	1.5381e-05	NUM
iajs-87	154	22	-0.0159	-0.0159	NOUN
iajs-87	154	23	1.3817e+04	1.3817e+04	NUM
iajs-87	154	24	ball	ball	NOUN
iajs-87	154	25	histogram	histogram	NOUN
iajs-87	154	26	equalization	equalization	NOUN
iajs-87	154	27	0.0159	0.0159	NUM
iajs-87	154	28	4.1563e-06	4.1563e-06	NUM
iajs-87	154	29	1.6602e-04	1.6602e-04	NUM
iajs-87	154	30	7.9295e+04	7.9295e+04	NUM
iajs-87	154	31	0.0316	0.0316	NUM
iajs-87	154	32	1.2928e-05	1.2928e-05	NUM
iajs-87	154	33	-0.0104	-0.0104	NOUN
iajs-87	154	34	1.4884e+04	1.4884e+04	NUM
iajs-87	154	35	disk	disk	NOUN
iajs-87	154	36	0.0161	0.0161	NUM
iajs-87	154	37	4.1031e-06	4.1031e-06	NUM
iajs-87	154	38	-1.2526e-04	-1.2526e-04	PUNCT
iajs-87	154	39	7.5512e+04	7.5512e+04	NUM
iajs-87	154	40	0.0316	0.0316	NUM
iajs-87	154	41	1.2692e-05	1.2692e-05	NUM
iajs-87	154	42	-0.0073	-0.0073	NOUN
iajs-87	154	43	1.4740e+04	1.4740e+04	PROPN
iajs-87	154	44	square	square	NOUN
iajs-87	154	45	0.0162	0.0162	NUM
iajs-87	154	46	3.6191e-06	3.6191e-06	NUM
iajs-87	154	47	3.5081e-04	3.5081e-04	NUM
iajs-87	154	48	7.3792e+04	7.3792e+04	NUM
iajs-87	154	49	0.0314	0.0314	NUM
iajs-87	154	50	1.1917e-05	1.1917e-05	NUM
iajs-87	154	51	-0.0023	-0.0023	NOUN
iajs-87	154	52	1.5213e+04	1.5213e+04	NUM
iajs-87	154	53	line	line	NOUN
iajs-87	154	54	0.0159	0.0159	NUM
iajs-87	154	55	4.1449e-06	4.1449e-06	NUM
iajs-87	154	56	-4.1196e-04	-4.1196e-04	PUNCT
iajs-87	154	57	7.8573e+04	7.8573e+04	NUM
iajs-87	154	58	0.0314	0.0314	NUM
iajs-87	154	59	1.2249e-05	1.2249e-05	NUM
iajs-87	154	60	-0.0084	-0.0084	NOUN
iajs-87	154	61	1.5181e+04	1.5181e+04	NUM
iajs-87	154	62	ball	ball	NOUN
iajs-87	154	63	adaptive	adaptive	ADJ
iajs-87	154	64	histogram	histogram	PROPN
iajs-87	154	65	equalization	equalization	NOUN
iajs-87	154	66	0.0160	0.0160	NUM
iajs-87	154	67	4.2274e-06	4.2274e-06	NUM
iajs-87	154	68	3.5082e-04	3.5082e-04	NUM
iajs-87	154	69	7.9437e+04	7.9437e+04	NUM
iajs-87	154	70	0.0322	0.0322	NUM
iajs-87	154	71	1.5633e-05	1.5633e-05	NUM
iajs-87	154	72	-0.0153	-0.0153	VERB
iajs-87	154	73	1.3988e+04	1.3988e+04	NUM
iajs-87	154	74	disk	disk	NOUN
iajs-87	154	75	0.0161	0.0161	NUM
iajs-87	154	76	4.8152e-06	4.8152e-06	NUM
iajs-87	154	77	-1.1513e-04	-1.1513e-04	PUNCT
iajs-87	154	78	7.5442e+04	7.5442e+04	NUM
iajs-87	154	79	0.0322	0.0322	NUM
iajs-87	154	80	1.6672e-05	1.6672e-05	NUM
iajs-87	154	81	-0.0111	-0.0111	ADJ
iajs-87	154	82	1.3676e+04	1.3676e+04	NUM
iajs-87	154	83	square	square	PROPN
iajs-87	154	84	0.0163	0.0163	NUM
iajs-87	154	85	6.2499e-06	6.2499e-06	NUM
iajs-87	154	86	0.0021	0.0021	NUM
iajs-87	154	87	7.0314e+04	7.0314e+04	NUM
iajs-87	154	88	0.0322	0.0322	NUM
iajs-87	154	89	2.0738e-05	2.0738e-05	NUM
iajs-87	154	90	-0.0033	-0.0033	ADJ
iajs-87	154	91	1.3435e+04	1.3435e+04	NUM
iajs-87	154	92	line	line	NOUN
iajs-87	154	93	0.0160	0.0160	NUM
iajs-87	154	94	4.3465e-06	4.3465e-06	NOUN
iajs-87	154	95	-5.2512e-04	-5.2512e-04	PUNCT
iajs-87	154	96	7.9767e+04	7.9767e+04	PROPN
iajs-87	154	97	0.0322	0.0322	NUM
iajs-87	154	98	1.5804e-05	1.5804e-05	NUM
iajs-87	154	99	-0.0167	-0.0167	ADJ
iajs-87	154	100	1.3947e+04	1.3947e+04	NUM
iajs-87	154	101	ball	ball	NOUN
iajs-87	154	102	physics	physics	NOUN
iajs-87	154	103	|	|	ADV
iajs-87	154	104	88	88	NUM
iajs-87	154	105	2016	2016	NUM
iajs-87	154	106	)	)	PUNCT
iajs-87	154	107	عام	عام	ADP
iajs-87	154	108	2العدد	2العدد	NUM
iajs-87	154	109	(	(	PUNCT
iajs-87	154	110	29مجلة	29مجلة	NUM
iajs-87	154	111	إبن	إبن	VERB
iajs-87	154	112	الهيثم	الهيثم	ADJ
iajs-87	154	113	للعلوم	للعلوم	NOUN
iajs-87	154	114	الصرفة	الصرفة	NOUN
iajs-87	155	1	و	و	PRON
iajs-87	155	2	التطبيقية	التطبيقية	ADV
iajs-87	155	3	المجلد	المجلد	VERB
iajs-87	155	4	ibn	ibn	PROPN
iajs-87	155	5	al	al	PROPN
iajs-87	155	6	-	-	PUNCT
iajs-87	155	7	haitham	haitham	PROPN
iajs-87	155	8	j.	j.	PROPN
iajs-87	155	9	for	for	ADP
iajs-87	155	10	pure	pure	PROPN
iajs-87	155	11	&	&	CCONJ
iajs-87	155	12	appl	appl	PROPN
iajs-87	155	13	.	.	PUNCT
iajs-87	156	1	sci	sci	PROPN
iajs-87	156	2	.	.	PUNCT
iajs-87	157	1	vol.29	vol.29	PROPN
iajs-87	157	2	(	(	PUNCT
iajs-87	157	3	2	2	NUM
iajs-87	157	4	)	)	PUNCT
iajs-87	157	5	2016	2016	NUM
iajs-87	157	6	b	b	NOUN
iajs-87	157	7	a	a	DET
iajs-87	157	8	g	g	NOUN
iajs-87	157	9	f	f	PROPN
iajs-87	157	10	e	e	PROPN
iajs-87	157	11	d	d	X
iajs-87	157	12	se	se	X
iajs-87	157	13	=	=	NOUN
iajs-87	157	14	disk	disk	NOUN
iajs-87	157	15	)	)	PUNCT
iajs-87	157	16	c	c	NOUN
iajs-87	158	1	(	(	PUNCT
iajs-87	158	2	g	g	NOUN
iajs-87	158	3	f	f	X
iajs-87	158	4	e	e	PROPN
iajs-87	158	5	d	d	X
iajs-87	158	6	c	c	PROPN
iajs-87	158	7	(	(	PUNCT
iajs-87	158	8	se=	se=	PROPN
iajs-87	158	9	square	square	NOUN
iajs-87	158	10	)	)	PUNCT
iajs-87	158	11	g	g	PROPN
iajs-87	158	12	f	f	PROPN
iajs-87	158	13	e	e	PROPN
iajs-87	158	14	d	d	X
iajs-87	158	15	c	c	X
iajs-87	158	16	(	(	PUNCT
iajs-87	158	17	se	se	X
iajs-87	158	18	=	=	NOUN
iajs-87	158	19	line	line	NOUN
iajs-87	158	20	)	)	PUNCT
iajs-87	158	21	c	c	NOUN
iajs-87	158	22	(	(	PUNCT
iajs-87	158	23	se	se	X
iajs-87	158	24	=	=	NOUN
iajs-87	158	25	ball	ball	NOUN
iajs-87	158	26	)	)	PUNCT
iajs-87	158	27	g	g	PROPN
iajs-87	158	28	f	f	PROPN
iajs-87	158	29	e	e	X
iajs-87	158	30	d	d	X
iajs-87	158	31	figure	figure	NOUN
iajs-87	158	32	(	(	PUNCT
iajs-87	158	33	2):correction	2):correction	NUM
iajs-87	158	34	of	of	ADP
iajs-87	158	35	non	non	ADJ
iajs-87	158	36	-	-	ADJ
iajs-87	158	37	uniform	uniform	ADJ
iajs-87	158	38	illumination	illumination	NOUN
iajs-87	158	39	morphological	morphological	ADJ
iajs-87	158	40	opening	opening	NOUN
iajs-87	158	41	for	for	ADP
iajs-87	158	42	color	color	NOUN
iajs-87	158	43	biological	biological	ADJ
iajs-87	158	44	image1	image1	NOUN
iajs-87	158	45	.	.	PUNCT
iajs-87	159	1	first	first	PROPN
iajs-87	159	2	row	row	NOUN
iajs-87	159	3	(	(	PUNCT
iajs-87	159	4	a	a	X
iajs-87	159	5	)	)	PUNCT
iajs-87	159	6	original	original	ADJ
iajs-87	159	7	image	image	NOUN
iajs-87	159	8	;	;	PUNCT
iajs-87	159	9	(	(	PUNCT
iajs-87	159	10	b	b	X
iajs-87	159	11	)	)	PUNCT
iajs-87	159	12	grayscale	grayscale	NOUN
iajs-87	159	13	image	image	NOUN
iajs-87	159	14	from	from	ADP
iajs-87	159	15	the	the	DET
iajs-87	159	16	second	second	ADJ
iajs-87	159	17	to	to	PART
iajs-87	159	18	four	four	NUM
iajs-87	159	19	row	row	NOUN
iajs-87	159	20	(	(	PUNCT
iajs-87	159	21	c	c	NOUN
iajs-87	159	22	)	)	PUNCT
iajs-87	159	23	estimate	estimate	NOUN
iajs-87	159	24	of	of	ADP
iajs-87	159	25	illumination	illumination	NOUN
iajs-87	159	26	through	through	ADP
iajs-87	159	27	function	function	NOUN
iajs-87	159	28	by	by	ADP
iajs-87	159	29	morphological	morphological	ADJ
iajs-87	159	30	opening	opening	NOUN
iajs-87	159	31	of	of	ADP
iajs-87	159	32	grayscale	grayscale	NOUN
iajs-87	159	33	image	image	NOUN
iajs-87	159	34	using	use	VERB
iajs-87	159	35	different	different	ADJ
iajs-87	159	36	types	type	NOUN
iajs-87	159	37	of	of	ADP
iajs-87	159	38	structuring	structuring	NOUN
iajs-87	159	39	element	element	NOUN
iajs-87	159	40	(	(	PUNCT
iajs-87	159	41	disk	disk	NOUN
iajs-87	159	42	,	,	PUNCT
iajs-87	159	43	square	square	ADJ
iajs-87	159	44	,	,	PUNCT
iajs-87	159	45	line	line	NOUN
iajs-87	159	46	&	&	CCONJ
iajs-87	159	47	ball	ball	PROPN
iajs-87	159	48	)	)	PUNCT
iajs-87	159	49	(	(	PUNCT
iajs-87	159	50	d	d	X
iajs-87	159	51	)	)	PUNCT
iajs-87	159	52	with	with	SCONJ
iajs-87	159	53	illumination	illumination	NOUN
iajs-87	159	54	subtracted	subtract	VERB
iajs-87	159	55	;	;	PUNCT
iajs-87	159	56	contrast	contrast	NOUN
iajs-87	159	57	-	-	PUNCT
iajs-87	159	58	enhanced	enhance	VERB
iajs-87	159	59	version	version	NOUN
iajs-87	159	60	of	of	ADP
iajs-87	159	61	image	image	NOUN
iajs-87	159	62	using	use	VERB
iajs-87	159	63	(	(	PUNCT
iajs-87	159	64	e	e	NOUN
iajs-87	159	65	)	)	PUNCT
iajs-87	159	66	contrast	contrast	NOUN
iajs-87	159	67	adjustment	adjustment	NOUN
iajs-87	159	68	(	(	PUNCT
iajs-87	159	69	f	f	X
iajs-87	159	70	)	)	PUNCT
iajs-87	159	71	histogram	histogram	NOUN
iajs-87	159	72	equalization	equalization	NOUN
iajs-87	159	73	(	(	PUNCT
iajs-87	159	74	g	g	NOUN
iajs-87	159	75	)	)	PUNCT
iajs-87	159	76	adaptive	adaptive	ADJ
iajs-87	159	77	histogram	histogram	NOUN
iajs-87	159	78	equalization	equalization	NOUN
iajs-87	159	79	of	of	ADP
iajs-87	159	80	biological	biological	ADJ
iajs-87	159	81	images	image	NOUN
iajs-87	159	82	.	.	PUNCT
iajs-87	160	1	physics	physics	NOUN
iajs-87	160	2	|	|	ADV
iajs-87	160	3	89	89	NUM
iajs-87	160	4	2016	2016	NUM
iajs-87	160	5	)	)	PUNCT
iajs-87	160	6	عام	عام	ADP
iajs-87	160	7	2العدد	2العدد	NUM
iajs-87	160	8	(	(	PUNCT
iajs-87	160	9	29مجلة	29مجلة	NUM
iajs-87	160	10	إبن	إبن	VERB
iajs-87	160	11	الهيثم	الهيثم	ADJ
iajs-87	160	12	للعلوم	للعلوم	NOUN
iajs-87	160	13	الصرفة	الصرفة	NOUN
iajs-87	161	1	و	و	PRON
iajs-87	161	2	التطبيقية	التطبيقية	ADV
iajs-87	161	3	المجلد	المجلد	VERB
iajs-87	161	4	ibn	ibn	PROPN
iajs-87	161	5	al	al	PROPN
iajs-87	161	6	-	-	PUNCT
iajs-87	161	7	haitham	haitham	PROPN
iajs-87	161	8	j.	j.	PROPN
iajs-87	161	9	for	for	ADP
iajs-87	161	10	pure	pure	PROPN
iajs-87	161	11	&	&	CCONJ
iajs-87	161	12	appl	appl	PROPN
iajs-87	161	13	.	.	PUNCT
iajs-87	162	1	sci	sci	PROPN
iajs-87	162	2	.	.	PUNCT
iajs-87	163	1	vol.29	vol.29	PROPN
iajs-87	163	2	(	(	PUNCT
iajs-87	163	3	2	2	NUM
iajs-87	163	4	)	)	PUNCT
iajs-87	163	5	2016	2016	NUM
iajs-87	163	6	b	b	NOUN
iajs-87	163	7	a	a	PRON
iajs-87	163	8	g	g	NOUN
iajs-87	163	9	f	f	PROPN
iajs-87	163	10	e	e	PROPN
iajs-87	163	11	d	d	X
iajs-87	163	12	c	c	X
iajs-87	163	13	(	(	PUNCT
iajs-87	163	14	se	se	X
iajs-87	163	15	=	=	NOUN
iajs-87	163	16	disk	disk	NOUN
iajs-87	163	17	)	)	PUNCT
iajs-87	163	18	g	g	NOUN
iajs-87	163	19	f	f	PROPN
iajs-87	163	20	e	e	PROPN
iajs-87	163	21	d	d	X
iajs-87	163	22	c	c	X
iajs-87	163	23	(	(	PUNCT
iajs-87	163	24	se	se	X
iajs-87	163	25	=	=	NOUN
iajs-87	163	26	squar	squar	NOUN
iajs-87	163	27	)	)	PUNCT
iajs-87	163	28	g	g	NOUN
iajs-87	163	29	f	f	PROPN
iajs-87	163	30	e	e	PROPN
iajs-87	163	31	d	d	X
iajs-87	163	32	c	c	X
iajs-87	163	33	(	(	PUNCT
iajs-87	163	34	se	se	X
iajs-87	163	35	=	=	NOUN
iajs-87	163	36	line	line	NOUN
iajs-87	163	37	)	)	PUNCT
iajs-87	163	38	g	g	NOUN
iajs-87	163	39	f	f	PROPN
iajs-87	163	40	e	e	PROPN
iajs-87	163	41	d	d	X
iajs-87	163	42	c	c	X
iajs-87	163	43	(	(	PUNCT
iajs-87	163	44	se	se	X
iajs-87	163	45	=	=	NOUN
iajs-87	163	46	ball	ball	NOUN
iajs-87	163	47	)	)	PUNCT
iajs-87	163	48	figure	figure	NOUN
iajs-87	163	49	(	(	PUNCT
iajs-87	163	50	3):correction	3):correction	NUM
iajs-87	163	51	of	of	ADP
iajs-87	163	52	non	non	ADJ
iajs-87	163	53	-	-	ADJ
iajs-87	163	54	uniform	uniform	ADJ
iajs-87	163	55	illumination	illumination	NOUN
iajs-87	163	56	morphological	morphological	ADJ
iajs-87	163	57	opening	opening	NOUN
iajs-87	163	58	for	for	ADP
iajs-87	163	59	color	color	ADJ
iajs-87	163	60	biological	biological	ADJ
iajs-87	163	61	image2	image2	PROPN
iajs-87	163	62	.	.	PUNCT
iajs-87	164	1	first	first	PROPN
iajs-87	164	2	row	row	NOUN
iajs-87	164	3	(	(	PUNCT
iajs-87	164	4	a	a	X
iajs-87	164	5	)	)	PUNCT
iajs-87	164	6	original	original	ADJ
iajs-87	164	7	image	image	NOUN
iajs-87	164	8	;	;	PUNCT
iajs-87	164	9	(	(	PUNCT
iajs-87	164	10	b	b	X
iajs-87	164	11	)	)	PUNCT
iajs-87	164	12	grayscale	grayscale	NOUN
iajs-87	164	13	image	image	NOUN
iajs-87	164	14	from	from	ADP
iajs-87	164	15	the	the	DET
iajs-87	164	16	second	second	ADJ
iajs-87	164	17	to	to	PART
iajs-87	164	18	four	four	NUM
iajs-87	164	19	row	row	NOUN
iajs-87	164	20	(	(	PUNCT
iajs-87	164	21	c	c	NOUN
iajs-87	164	22	)	)	PUNCT
iajs-87	164	23	estimate	estimate	NOUN
iajs-87	164	24	of	of	ADP
iajs-87	164	25	illumination	illumination	NOUN
iajs-87	164	26	through	through	ADP
iajs-87	164	27	function	function	NOUN
iajs-87	164	28	by	by	ADP
iajs-87	164	29	morphological	morphological	ADJ
iajs-87	164	30	opening	opening	NOUN
iajs-87	164	31	of	of	ADP
iajs-87	164	32	grayscale	grayscale	NOUN
iajs-87	164	33	image	image	NOUN
iajs-87	164	34	using	use	VERB
iajs-87	164	35	different	different	ADJ
iajs-87	164	36	types	type	NOUN
iajs-87	164	37	of	of	ADP
iajs-87	164	38	structuring	structuring	NOUN
iajs-87	164	39	element	element	NOUN
iajs-87	164	40	(	(	PUNCT
iajs-87	164	41	disk	disk	NOUN
iajs-87	164	42	,	,	PUNCT
iajs-87	164	43	square	square	ADJ
iajs-87	164	44	,	,	PUNCT
iajs-87	164	45	line	line	NOUN
iajs-87	164	46	&	&	CCONJ
iajs-87	164	47	ball	ball	PROPN
iajs-87	164	48	)	)	PUNCT
iajs-87	164	49	(	(	PUNCT
iajs-87	164	50	d	d	X
iajs-87	164	51	)	)	PUNCT
iajs-87	164	52	with	with	SCONJ
iajs-87	164	53	illumination	illumination	NOUN
iajs-87	164	54	subtracted	subtract	VERB
iajs-87	164	55	;	;	PUNCT
iajs-87	164	56	contrast	contrast	NOUN
iajs-87	164	57	-	-	PUNCT
iajs-87	164	58	enhanced	enhance	VERB
iajs-87	164	59	version	version	NOUN
iajs-87	164	60	of	of	ADP
iajs-87	164	61	image	image	NOUN
iajs-87	164	62	using	use	VERB
iajs-87	164	63	(	(	PUNCT
iajs-87	164	64	e	e	NOUN
iajs-87	164	65	)	)	PUNCT
iajs-87	164	66	contrast	contrast	NOUN
iajs-87	164	67	adjustment	adjustment	NOUN
iajs-87	164	68	(	(	PUNCT
iajs-87	164	69	f	f	X
iajs-87	164	70	)	)	PUNCT
iajs-87	164	71	histogram	histogram	NOUN
iajs-87	164	72	equalization	equalization	NOUN
iajs-87	164	73	(	(	PUNCT
iajs-87	164	74	g	g	NOUN
iajs-87	164	75	)	)	PUNCT
iajs-87	164	76	adaptive	adaptive	ADJ
iajs-87	164	77	histogram	histogram	NOUN
iajs-87	164	78	equalization	equalization	NOUN
iajs-87	164	79	of	of	ADP
iajs-87	164	80	biological	biological	ADJ
iajs-87	164	81	images	image	NOUN
iajs-87	164	82	.	.	PUNCT
iajs-87	165	1	physics	physics	NOUN
iajs-87	165	2	|	|	ADV
iajs-87	165	3	90	90	NUM
iajs-87	165	4	2016	2016	NUM
iajs-87	165	5	)	)	PUNCT
iajs-87	165	6	عام	عام	ADP
iajs-87	165	7	2العدد	2العدد	NUM
iajs-87	165	8	(	(	PUNCT
iajs-87	165	9	29مجلة	29مجلة	NUM
iajs-87	165	10	إبن	إبن	VERB
iajs-87	165	11	الهيثم	الهيثم	ADJ
iajs-87	165	12	للعلوم	للعلوم	NOUN
iajs-87	165	13	الصرفة	الصرفة	NOUN
iajs-87	166	1	و	و	PRON
iajs-87	166	2	التطبيقية	التطبيقية	ADV
iajs-87	166	3	المجلد	المجلد	VERB
iajs-87	166	4	ibn	ibn	PROPN
iajs-87	166	5	al	al	PROPN
iajs-87	166	6	-	-	PUNCT
iajs-87	166	7	haitham	haitham	PROPN
iajs-87	166	8	j.	j.	PROPN
iajs-87	166	9	for	for	ADP
iajs-87	166	10	pure	pure	PROPN
iajs-87	166	11	&	&	CCONJ
iajs-87	166	12	appl	appl	PROPN
iajs-87	166	13	.	.	PUNCT
iajs-87	167	1	sci	sci	PROPN
iajs-87	167	2	.	.	PUNCT
iajs-87	168	1	vol.29	vol.29	PROPN
iajs-87	168	2	(	(	PUNCT
iajs-87	168	3	2	2	NUM
iajs-87	168	4	)	)	PUNCT
iajs-87	168	5	2016	2016	NUM
iajs-87	168	6	شكيل	شكيل	NOUN
iajs-87	168	7	تصحيح	تصحيح	PROPN
iajs-87	168	8	االضاءة	االضاءة	PROPN
iajs-87	168	9	غيرالمنتظمة	غيرالمنتظمة	VERB
iajs-87	168	10	للصور	للصور	PROPN
iajs-87	168	11	البيولوجية	البيولوجية	PROPN
iajs-87	168	12	باستعمال	باستعمال	PROPN
iajs-87	168	13	عملية	عملية	PROPN
iajs-87	168	14	الت	الت	PROPN
iajs-87	168	15	الرياضية	الرياضية	NOUN
iajs-87	168	16	والتقييم	والتقييم	PROPN
iajs-87	168	17	بالخصائص	بالخصائص	NOUN
iajs-87	168	18	االحصائية	االحصائية	NOUN
iajs-87	168	19	للجودة	للجودة	NOUN
iajs-87	168	20	ليلى	ليلى	PROPN
iajs-87	168	21	حسين	حسين	PROPN
iajs-87	168	22	عباس	عباس	VERB
iajs-87	168	23	كلية	كلية	NOUN
iajs-87	168	24	العلوم	العلوم	NOUN
iajs-87	168	25	/لجامعة	/لجامعة	INTJ
iajs-87	168	26	المستنصرية	المستنصرية	PROPN
iajs-87	169	1	الحاسبات	الحاسبات	INTJ
iajs-87	169	2	/قسم	/قسم	PROPN
iajs-87	169	3	د.امل	د.امل	PROPN
iajs-87	169	4	حسين	حسين	NOUN
iajs-87	169	5	عباس	عباس	VERB
iajs-87	169	6	العامري	العامري	NOUN
iajs-87	169	7	كلية	كلية	NOUN
iajs-87	169	8	العلوم/	العلوم/	NUM
iajs-87	169	9	الجامعة	الجامعة	NOUN
iajs-87	169	10	المستنصرية	المستنصرية	PROPN
iajs-87	169	11	الفيزياء	الفيزياء	PROPN
iajs-87	169	12	/	/	SYM
iajs-87	169	13	قسم	قسم	PROPN
iajs-87	169	14	ا	ا	PROPN
iajs-87	169	15	استلم	استلم	PROPN
iajs-87	169	16	البحث	البحث	VERB
iajs-87	169	17	في	في	ADP
iajs-87	169	18	2016	2016	NUM
iajs-87	169	19	/	/	SYM
iajs-87	169	20	مايس/17	مايس/17	NOUN
iajs-87	169	21	،	،	NOUN
iajs-87	169	22	قبل	قبل	NOUN
iajs-87	170	1	في	في	ADP
iajs-87	170	2	2016	2016	NUM
iajs-87	170	3	/	/	SYM
iajs-87	170	4	اذار/23	اذار/23	PROPN
iajs-87	170	5	:	:	PUNCT
iajs-87	170	6	الخالصة	الخالصة	PROPN
iajs-87	170	7	استعملت	استعملت	PROPN
iajs-87	170	8	لصوة.والشدة	لصوة.والشدة	PROPN
iajs-87	170	9	غير	غير	AUX
iajs-87	170	10	المتجانسة	المتجانسة	VERB
iajs-87	170	11	في	في	PRON
iajs-87	170	12	اعدم	اعدم	PROPN
iajs-87	170	13	االنتظام	االنتظام	ADV
iajs-87	170	14	في	في	ADP
iajs-87	170	15	اضاءة	اضاءة	PROPN
iajs-87	170	16	الصور	الصور	PROPN
iajs-87	170	17	البيولوجية	البيولوجية	PROPN
iajs-87	170	18	غالبا	غالبا	PROPN
iajs-87	171	1	مايؤدي	مايؤدي	PROPN
iajs-87	171	2	لتقليص	لتقليص	VERB
iajs-87	172	1	الهياكل	الهياكل	ADV
iajs-87	172	2	لمعاملولكرة)الخوارزمية	لمعاملولكرة)الخوارزمية	PROPN
iajs-87	172	3	المقترحة	المقترحة	PROPN
iajs-87	172	4	العمليات	العمليات	PROPN
iajs-87	172	5	التشكلية	التشكلية	PROPN
iajs-87	172	6	وانواع	وانواع	PROPN
iajs-87	173	1	مختلفة	مختلفة	PROPN
iajs-87	173	2	من	من	PROPN
iajs-87	173	3	العناصر	العناصر	NOUN
iajs-87	173	4	المورفولوجية	المورفولوجية	VERB
iajs-87	173	5	شملت	شملت	PROPN
iajs-87	173	6	(	(	PUNCT
iajs-87	173	7	قرص،خط	قرص،خط	ADJ
iajs-87	173	8	,	,	PUNCT
iajs-87	173	9	مربع	مربع	NOUN
iajs-87	173	10	,	,	PUNCT
iajs-87	173	11	حسين	حسين	PROPN
iajs-87	173	12	)	)	PUNCT
iajs-87	173	13	.لتصحيح	.لتصحيح	PUNCT
iajs-87	173	14	االضاءة	االضاءة	PROPN
iajs-87	173	15	غير	غير	PROPN
iajs-87	173	16	المنتظمة	المنتظمة	PROPN
iajs-87	173	17	للصورة	للصورة	PROPN
iajs-87	173	18	يتم	يتم	PROPN
iajs-87	173	19	ازالة	ازالة	PROPN
iajs-87	173	20	االضاءة	االضاءة	PROPN
iajs-87	173	21	الخلفية	الخلفية	VERB
iajs-87	173	22	غير	غير	PROPN
iajs-87	173	23	المتجانسة	المتجانسة	VERB
iajs-87	174	1	من	من	PRON
iajs-87	174	2	الصور	الصور	VERB
iajs-87	174	3	ثم	ثم	ADP
iajs-87	174	4	ت15(نفسه	ت15(نفسه	PUNCT
iajs-87	174	5	نهج	نهج	INTJ
iajs-87	174	6	األساسي	األساسي	INTJ
iajs-87	174	7	.يمكن	.يمكن	INTJ
iajs-87	174	8	ان	ان	INTJ
iajs-87	174	9	يظهر	يظهر	PROPN
iajs-87	174	10	ال(تعديل	ال(تعديل	PROPN
iajs-87	174	11	التباين	التباين	PROPN
iajs-87	174	12	,	,	PUNCT
iajs-87	174	13	تسوية	تسوية	NOUN
iajs-87	174	14	المخطط	المخطط	PROPN
iajs-87	174	15	التكراري(المحلي	التكراري(المحلي	PROPN
iajs-87	174	16	والمحور	والمحور	PROPN
iajs-87	174	17	)	)	PUNCT
iajs-87	174	18	عمالبيولوجية	عمالبيولوجية	NOUN
iajs-87	174	19	باستالصور	باستالصور	NOUN
iajs-87	174	20	ال	ال	ADP
iajs-87	174	21	glcm	glcm	PROPN
iajs-87	174	22	القيم	القيم	PROPN
iajs-87	174	23	النموذجية	النموذجية	PROPN
iajs-87	174	24	لمحتوى	لمحتوى	PROPN
iajs-87	174	25	فوفاتالمستعمل	فوفاتالمستعمل	PROPN
iajs-87	174	26	لقيم	لقيم	PROPN
iajs-87	174	27	الخصائص	الخصائص	PROPN
iajs-87	174	28	االحصائية	االحصائية	PROPN
iajs-87	174	29	المستعملة	المستعملة	PROPN
iajs-87	174	30	من	من	PROPN
iajs-87	174	31	المستوى	المستوى	PROPN
iajs-87	174	32	الرمادي	الرمادي	NOUN
iajs-87	174	33	لمص	لمص	X
iajs-87	174	34	خصائص	خصائص	ADV
iajs-87	174	35	معينة	معينة	ADV
iajs-87	174	36	.شكل	.شكل	ADP
iajs-87	175	1	او	او	NOUN
iajs-87	175	2	في	في	INTJ
iajs-87	176	1	هيئة	هيئة	NOUN
iajs-87	176	2	يمكن	يمكن	NOUN
iajs-87	176	3	ان	ان	AUX
iajs-87	176	4	يكون	يكون	VERB
iajs-87	176	5	التي	التي	PROPN
iajs-87	176	6	الصور	الصور	PROPN
iajs-87	176	7	البيولوجيةخصائص	البيولوجيةخصائص	PROPN
iajs-87	176	8	(	(	PUNCT
iajs-87	176	9	الترابط	الترابط	ADJ
iajs-87	176	10	,	,	PUNCT
iajs-87	176	11	التغاير	التغاير	PROPN
iajs-87	176	12	,	,	PUNCT
iajs-87	176	13	الطاقة	الطاقة	NOUN
iajs-87	176	14	,	,	PUNCT
iajs-87	176	15	التجانس	التجانس	NOUN
iajs-87	176	16	)	)	PUNCT
iajs-87	176	17	اذ	اذ	PROPN
iajs-87	176	18	اظهرات	اظهرات	PROPN
iajs-87	176	19	glcm	glcm	PROPN
iajs-87	176	20	تطبيق	تطبيق	PROPN
iajs-87	177	1	مصفوفات	مصفوفات	PROPN
iajs-87	177	2	المستوى	المستوى	NOUN
iajs-87	177	3	الرمادي	الرمادي	NOUN
iajs-87	177	4	البحث	البحث	VERB
iajs-87	177	5	قدم	قدم	INTJ
iajs-87	177	6	هذا	هذا	NOUN
iajs-87	177	7	لونة	لونة	PROPN
iajs-87	177	8	الماخوذة	الماخوذة	PROPN
iajs-87	177	9	من	من	PROPN
iajs-87	177	10	الصور	الصور	PROPN
iajs-87	177	11	البيولوجية	البيولوجية	PROPN
iajs-87	177	12	الم	الم	PROPN
iajs-87	178	1	استعملت	استعملت	PROPN
iajs-87	178	2	هذا	هذا	NOUN
iajs-87	178	3	البحث	البحث	PROPN
iajs-87	178	4	فيدقة	فيدقة	PROPN
iajs-87	178	5	عالية	عالية	NOUN
iajs-87	178	6	وكفاءة	وكفاءة	NOUN
iajs-87	178	7	في	في	ADP
iajs-87	178	8	التميز.نتائج	التميز.نتائج	PROPN
iajs-87	178	9	الميزات	الميزات	PROPN
iajs-87	178	10	االحصائية	االحصائية	PROPN
iajs-87	178	11	لها	لها	PROPN
iajs-87	178	12	عشر	عشر	PROPN
iajs-87	178	13	صور	صور	NOUN
iajs-87	178	14	ل	ل	PROPN
iajs-87	178	15	ة	ة	NOUN
iajs-87	178	16	الخوارزمي	الخوارزمي	VERB
iajs-87	178	17	طبق.قد	طبق.قد	PROPN
iajs-87	178	18	تم	تم	NOUN
iajs-87	178	19	ت	ت	PROPN
iajs-87	178	20	المجهرية	المجهرية	PROPN
iajs-87	178	21	في	في	ADP
iajs-87	178	22	كلية	كلية	NOUN
iajs-87	178	23	العلوم	العلوم	NOUN
iajs-87	178	24	قسم	قسم	PROPN
iajs-87	178	25	علوم	علوم	PROPN
iajs-87	178	26	الحياة	الحياة	AUX
iajs-87	178	27	الجامعة	الجامعة	VERB
iajs-87	178	28	المستنصرية	المستنصرية	PROPN
iajs-87	178	29	مختبر	مختبر	PROPN
iajs-87	178	30	علم	علم	PROPN
iajs-87	178	31	االحياء	االحياء	PROPN
iajs-87	178	32	فقط	فقط	PROPN
iajs-87	178	33	.	.	PUNCT
iajs-87	179	1	نينعرض	نينعرض	NOUN
iajs-87	179	2	اث	اث	VERB
iajs-87	179	3	تم	تم	NOUN
iajs-87	179	4	في	في	DET
iajs-87	179	5	هذا	هذا	NOUN
iajs-87	179	6	العمل	العمل	VERB
iajs-87	179	7	بيولوجية	بيولوجية	PROPN
iajs-87	179	8	ملونة	ملونة	PROPN
iajs-87	179	9	المخطط	المخطط	PROPN
iajs-87	179	10	التكراري	التكراري	PROPN
iajs-87	179	11	,	,	PUNCT
iajs-87	179	12	مصفوفات	مصفوفات	VERB
iajs-87	179	13	المستوى	المستوى	PROPN
iajs-87	179	14	ةاالضاءة	ةاالضاءة	NOUN
iajs-87	179	15	غير	غير	PROPN
iajs-87	179	16	المنتظمة	المنتظمة	PROPN
iajs-87	179	17	,	,	PUNCT
iajs-87	179	18	عمليات	عمليات	ADJ
iajs-87	179	19	التشكيل	التشكيل	NOUN
iajs-87	179	20	الرياضية	الرياضية	NOUN
iajs-87	179	21	,	,	PUNCT
iajs-87	179	22	تسوي	تسوي	X
iajs-87	179	23	:	:	PUNCT
iajs-87	179	24	الكلمات	الكلمات	ADJ
iajs-87	179	25	المفتاحية	المفتاحية	NOUN
iajs-87	179	26	glcm	glcm	NOUN
iajs-87	179	27	)	)	PUNCT
iajs-87	179	28	(	(	PUNCT
iajs-87	179	29	الرمادي	الرمادي	NOUN