id	sid	tid	token	lemma	pos
iajs-1019	1	1	ibn	ibn	PROPN
iajs-1019	1	2	alhaitham	alhaitham	NOUN
iajs-1019	1	3	j.	j.	PROPN
iajs-1019	1	4	for	for	ADP
iajs-1019	1	5	pure	pure	ADJ
iajs-1019	1	6	&	&	CCONJ
iajs-1019	1	7	appl	appl	PROPN
iajs-1019	1	8	.	.	PUNCT
iajs-1019	2	1	sci	sci	PROPN
iajs-1019	2	2	.	.	PUNCT
iajs-1019	3	1	vol.23	vol.23	PROPN
iajs-1019	3	2	(	(	PUNCT
iajs-1019	3	3	2	2	NUM
iajs-1019	3	4	)	)	PUNCT
iajs-1019	3	5	2010	2010	NUM
iajs-1019	3	6	retrieving	retrieve	VERB
iajs-1019	3	7	image	image	NOUN
iajs-1019	3	8	from	from	ADP
iajs-1019	3	9	noisy	noisy	ADJ
iajs-1019	3	10	version	version	NOUN
iajs-1019	3	11	depending	depend	VERB
iajs-1019	3	12	on	on	ADP
iajs-1019	3	13	multiwavelet	multiwavelet	ADJ
iajs-1019	3	14	soft	soft	ADJ
iajs-1019	3	15	-	-	PUNCT
iajs-1019	3	16	thresholding	thresholding	NOUN
iajs-1019	3	17	with	with	ADP
iajs-1019	3	18	smoothing	smooth	VERB
iajs-1019	3	19	filter	filter	NOUN
iajs-1019	3	20	s.	s.	PROPN
iajs-1019	3	21	a.	a.	PROPN
iajs-1019	3	22	fahdel	fahdel	PROPN
iajs-1019	3	23	department	department	PROPN
iajs-1019	3	24	of	of	ADP
iajs-1019	3	25	computer	computer	NOUN
iajs-1019	3	26	science	science	NOUN
iajs-1019	3	27	,	,	PUNCT
iajs-1019	3	28	college	college	NOUN
iajs-1019	3	29	of	of	ADP
iajs-1019	3	30	education	education	PROPN
iajs-1019	3	31	ibn	ibn	PROPN
iajs-1019	3	32	-	-	PUNCT
iajs-1019	3	33	al	al	PROPN
iajs-1019	3	34	-	-	PUNCT
iajs-1019	3	35	haitham	haitham	PROPN
iajs-1019	3	36	,	,	PUNCT
iajs-1019	3	37	university	university	NOUN
iajs-1019	3	38	ofbaghdad	ofbaghdad	NOUN
iajs-1019	3	39	abstract	abstract	NOUN
iajs-1019	3	40	in	in	ADP
iajs-1019	3	41	this	this	DET
iajs-1019	3	42	paper	paper	NOUN
iajs-1019	3	43	,	,	PUNCT
iajs-1019	3	44	we	we	PRON
iajs-1019	3	45	describe	describe	VERB
iajs-1019	3	46	a	a	DET
iajs-1019	3	47	new	new	ADJ
iajs-1019	3	48	method	method	NOUN
iajs-1019	3	49	for	for	ADP
iajs-1019	3	50	image	image	NOUN
iajs-1019	3	51	denoising	denoising	NOUN
iajs-1019	3	52	.	.	PUNCT
iajs-1019	4	1	we	we	PRON
iajs-1019	4	2	analyze	analyze	VERB
iajs-1019	4	3	properties	property	NOUN
iajs-1019	4	4	of	of	ADP
iajs-1019	4	5	the	the	DET
iajs-1019	4	6	multiwavelet	multiwavelet	ADJ
iajs-1019	4	7	coefficients	coefficient	NOUN
iajs-1019	4	8	of	of	ADP
iajs-1019	4	9	natural	natural	ADJ
iajs-1019	4	10	images	image	NOUN
iajs-1019	4	11	.	.	PUNCT
iajs-1019	5	1	also	also	ADV
iajs-1019	5	2	it	it	PRON
iajs-1019	5	3	suggests	suggest	VERB
iajs-1019	5	4	a	a	DET
iajs-1019	5	5	method	method	NOUN
iajs-1019	5	6	for	for	ADP
iajs-1019	5	7	computing	compute	VERB
iajs-1019	5	8	the	the	DET
iajs-1019	5	9	multiwavelet	multiwavelet	ADJ
iajs-1019	5	10	transform	transform	NOUN
iajs-1019	5	11	using	use	VERB
iajs-1019	5	12	the	the	DET
iajs-1019	5	13	1	1	NUM
iajs-1019	5	14	st	st	NOUN
iajs-1019	5	15	order	order	NOUN
iajs-1019	5	16	approximation	approximation	NOUN
iajs-1019	5	17	.	.	PUNCT
iajs-1019	6	1	this	this	DET
iajs-1019	6	2	paper	paper	NOUN
iajs-1019	6	3	describes	describe	VERB
iajs-1019	6	4	a	a	DET
iajs-1019	6	5	simple	simple	ADJ
iajs-1019	6	6	and	and	CCONJ
iajs-1019	6	7	effective	effective	ADJ
iajs-1019	6	8	model	model	NOUN
iajs-1019	6	9	for	for	ADP
iajs-1019	6	10	noise	noise	NOUN
iajs-1019	6	11	removal	removal	NOUN
iajs-1019	6	12	through	through	ADP
iajs-1019	6	13	suggesting	suggest	VERB
iajs-1019	6	14	a	a	DET
iajs-1019	6	15	new	new	ADJ
iajs-1019	6	16	technique	technique	NOUN
iajs-1019	6	17	for	for	ADP
iajs-1019	6	18	retrieving	retrieve	VERB
iajs-1019	6	19	the	the	DET
iajs-1019	6	20	image	image	NOUN
iajs-1019	6	21	by	by	ADP
iajs-1019	6	22	allowing	allow	VERB
iajs-1019	6	23	us	we	PRON
iajs-1019	6	24	to	to	PART
iajs-1019	6	25	estimate	estimate	VERB
iajs-1019	6	26	it	it	PRON
iajs-1019	6	27	from	from	ADP
iajs-1019	6	28	the	the	DET
iajs-1019	6	29	noisy	noisy	ADJ
iajs-1019	6	30	image	image	NOUN
iajs-1019	6	31	.	.	PUNCT
iajs-1019	7	1	the	the	DET
iajs-1019	7	2	proposed	propose	VERB
iajs-1019	7	3	algorithm	algorithm	NOUN
iajs-1019	7	4	depends	depend	VERB
iajs-1019	7	5	on	on	ADP
iajs-1019	7	6	mixing	mix	VERB
iajs-1019	7	7	both	both	CCONJ
iajs-1019	7	8	soft	soft	ADJ
iajs-1019	7	9	-	-	PUNCT
iajs-1019	7	10	thresholds	threshold	NOUN
iajs-1019	7	11	with	with	ADP
iajs-1019	7	12	mean	mean	ADJ
iajs-1019	7	13	filter	filter	NOUN
iajs-1019	7	14	and	and	CCONJ
iajs-1019	7	15	applying	apply	VERB
iajs-1019	7	16	concurrently	concurrently	ADV
iajs-1019	7	17	on	on	ADP
iajs-1019	7	18	noisy	noisy	ADJ
iajs-1019	7	19	image	image	NOUN
iajs-1019	7	20	by	by	ADP
iajs-1019	7	21	dividing	divide	VERB
iajs-1019	7	22	into	into	ADP
iajs-1019	7	23	blocks	block	NOUN
iajs-1019	7	24	of	of	ADP
iajs-1019	7	25	equal	equal	ADJ
iajs-1019	7	26	size	size	NOUN
iajs-1019	7	27	(	(	PUNCT
iajs-1019	7	28	for	for	ADP
iajs-1019	7	29	concurrent	concurrent	NOUN
iajs-1019	7	30	processed	process	VERB
iajs-1019	7	31	to	to	PART
iajs-1019	7	32	increase	increase	VERB
iajs-1019	7	33	the	the	DET
iajs-1019	7	34	performance	performance	NOUN
iajs-1019	7	35	of	of	ADP
iajs-1019	7	36	the	the	DET
iajs-1019	7	37	enhancement	enhancement	NOUN
iajs-1019	7	38	process	process	NOUN
iajs-1019	7	39	and	and	CCONJ
iajs-1019	7	40	to	to	PART
iajs-1019	7	41	decease	decease	VERB
iajs-1019	7	42	the	the	DET
iajs-1019	7	43	time	time	NOUN
iajs-1019	7	44	that	that	PRON
iajs-1019	7	45	is	be	AUX
iajs-1019	7	46	needed	need	VERB
iajs-1019	7	47	for	for	ADP
iajs-1019	7	48	implementation	implementation	NOUN
iajs-1019	7	49	by	by	ADP
iajs-1019	7	50	applying	apply	VERB
iajs-1019	7	51	the	the	DET
iajs-1019	7	52	proposed	propose	VERB
iajs-1019	7	53	algorithm	algorithm	NOUN
iajs-1019	7	54	on	on	ADP
iajs-1019	7	55	all	all	DET
iajs-1019	7	56	four	four	NUM
iajs-1019	7	57	blocks	block	NOUN
iajs-1019	7	58	concurrently	concurrently	ADV
iajs-1019	7	59	)	)	PUNCT
iajs-1019	7	60	which	which	PRON
iajs-1019	7	61	are	be	AUX
iajs-1019	7	62	employed	employ	VERB
iajs-1019	7	63	in	in	ADP
iajs-1019	7	64	order	order	NOUN
iajs-1019	7	65	to	to	PART
iajs-1019	7	66	remove	remove	VERB
iajs-1019	7	67	the	the	DET
iajs-1019	7	68	noise	noise	NOUN
iajs-1019	7	69	.	.	PUNCT
iajs-1019	8	1	the	the	DET
iajs-1019	8	2	proposed	propose	VERB
iajs-1019	8	3	method	method	NOUN
iajs-1019	8	4	of	of	ADP
iajs-1019	8	5	image	image	NOUN
iajs-1019	8	6	retrieving	retrieve	VERB
iajs-1019	8	7	and	and	CCONJ
iajs-1019	8	8	smoothing	smoothing	NOUN
iajs-1019	8	9	outperforms	outperform	NOUN
iajs-1019	8	10	the	the	DET
iajs-1019	8	11	conventional	conventional	ADJ
iajs-1019	8	12	methods	method	NOUN
iajs-1019	8	13	that	that	PRON
iajs-1019	8	14	are	be	AUX
iajs-1019	8	15	used	use	VERB
iajs-1019	8	16	for	for	ADP
iajs-1019	8	17	image	image	NOUN
iajs-1019	8	18	enhancement	enhancement	NOUN
iajs-1019	8	19	.	.	PUNCT
iajs-1019	9	1	the	the	DET
iajs-1019	9	2	suggested	suggest	VERB
iajs-1019	9	3	algorithm	algorithm	NOUN
iajs-1019	9	4	and	and	CCONJ
iajs-1019	9	5	the	the	DET
iajs-1019	9	6	evaluation	evaluation	NOUN
iajs-1019	9	7	test	test	NOUN
iajs-1019	9	8	carried	carry	VERB
iajs-1019	9	9	using	use	VERB
iajs-1019	9	10	delphi	delphi	NOUN
iajs-1019	9	11	v.5	v.5	NOUN
iajs-1019	9	12	package	package	NOUN
iajs-1019	9	13	.	.	PUNCT
iajs-1019	10	1	introduction	introduction	NOUN
iajs-1019	10	2	digital	digital	ADJ
iajs-1019	10	3	images	image	NOUN
iajs-1019	10	4	are	be	AUX
iajs-1019	10	5	pronr	pronr	ADJ
iajs-1019	10	6	to	to	ADP
iajs-1019	10	7	a	a	DET
iajs-1019	10	8	variety	variety	NOUN
iajs-1019	10	9	of	of	ADP
iajs-1019	10	10	types	type	NOUN
iajs-1019	10	11	of	of	ADP
iajs-1019	10	12	noise	noise	NOUN
iajs-1019	10	13	.	.	PUNCT
iajs-1019	11	1	noise	noise	NOUN
iajs-1019	11	2	is	be	AUX
iajs-1019	11	3	the	the	DET
iajs-1019	11	4	result	result	NOUN
iajs-1019	11	5	of	of	ADP
iajs-1019	11	6	errors	error	NOUN
iajs-1019	11	7	in	in	ADP
iajs-1019	11	8	the	the	DET
iajs-1019	11	9	image	image	NOUN
iajs-1019	11	10	acquisition	acquisition	NOUN
iajs-1019	11	11	process	process	NOUN
iajs-1019	11	12	that	that	PRON
iajs-1019	11	13	result	result	VERB
iajs-1019	11	14	in	in	ADP
iajs-1019	11	15	pixel	pixel	ADJ
iajs-1019	11	16	values	value	NOUN
iajs-1019	11	17	that	that	PRON
iajs-1019	11	18	do	do	AUX
iajs-1019	11	19	not	not	PART
iajs-1019	11	20	reflect	reflect	VERB
iajs-1019	11	21	the	the	DET
iajs-1019	11	22	true	true	ADJ
iajs-1019	11	23	intensities	intensity	NOUN
iajs-1019	11	24	of	of	ADP
iajs-1019	11	25	the	the	DET
iajs-1019	11	26	real	real	ADJ
iajs-1019	11	27	scene	scene	NOUN
iajs-1019	11	28	.	.	PUNCT
iajs-1019	12	1	there	there	PRON
iajs-1019	12	2	are	be	VERB
iajs-1019	12	3	several	several	ADJ
iajs-1019	12	4	ways	way	NOUN
iajs-1019	12	5	that	that	PRON
iajs-1019	12	6	noise	noise	NOUN
iajs-1019	12	7	can	can	AUX
iajs-1019	12	8	be	be	AUX
iajs-1019	12	9	introduced	introduce	VERB
iajs-1019	12	10	into	into	ADP
iajs-1019	12	11	an	an	DET
iajs-1019	12	12	image	image	NOUN
iajs-1019	12	13	,	,	PUNCT
iajs-1019	12	14	depending	depend	VERB
iajs-1019	12	15	on	on	ADP
iajs-1019	12	16	how	how	SCONJ
iajs-1019	12	17	the	the	DET
iajs-1019	12	18	image	image	NOUN
iajs-1019	12	19	is	be	AUX
iajs-1019	12	20	created	create	VERB
iajs-1019	12	21	.	.	PUNCT
iajs-1019	13	1	for	for	ADP
iajs-1019	13	2	example	example	NOUN
iajs-1019	13	3	[	[	X
iajs-1019	13	4	1	1	NUM
iajs-1019	13	5	]	]	PUNCT
iajs-1019	13	6	,	,	PUNCT
iajs-1019	13	7	if	if	SCONJ
iajs-1019	13	8	the	the	DET
iajs-1019	13	9	image	image	NOUN
iajs-1019	13	10	is	be	AUX
iajs-1019	13	11	scanned	scan	VERB
iajs-1019	13	12	from	from	ADP
iajs-1019	13	13	a	a	DET
iajs-1019	13	14	photograph	photograph	NOUN
iajs-1019	13	15	made	make	VERB
iajs-1019	13	16	on	on	ADP
iajs-1019	13	17	film	film	NOUN
iajs-1019	13	18	,	,	PUNCT
iajs-1019	13	19	the	the	DET
iajs-1019	13	20	film	film	NOUN
iajs-1019	13	21	grain	grain	NOUN
iajs-1019	13	22	is	be	AUX
iajs-1019	13	23	a	a	DET
iajs-1019	13	24	source	source	NOUN
iajs-1019	13	25	of	of	ADP
iajs-1019	13	26	noise	noise	NOUN
iajs-1019	13	27	.	.	PUNCT
iajs-1019	14	1	noise	noise	NOUN
iajs-1019	14	2	can	can	AUX
iajs-1019	14	3	also	also	ADV
iajs-1019	14	4	be	be	AUX
iajs-1019	14	5	the	the	DET
iajs-1019	14	6	result	result	NOUN
iajs-1019	14	7	of	of	ADP
iajs-1019	14	8	damage	damage	NOUN
iajs-1019	14	9	to	to	ADP
iajs-1019	14	10	the	the	DET
iajs-1019	14	11	film	film	NOUN
iajs-1019	14	12	,	,	PUNCT
iajs-1019	14	13	or	or	CCONJ
iajs-1019	14	14	be	be	AUX
iajs-1019	14	15	introduced	introduce	VERB
iajs-1019	14	16	by	by	ADP
iajs-1019	14	17	the	the	DET
iajs-1019	14	18	scanner	scanner	NOUN
iajs-1019	14	19	itself	itself	PRON
iajs-1019	14	20	.	.	PUNCT
iajs-1019	15	1	also	also	ADV
iajs-1019	15	2	,	,	PUNCT
iajs-1019	15	3	if	if	SCONJ
iajs-1019	15	4	the	the	DET
iajs-1019	15	5	image	image	NOUN
iajs-1019	15	6	is	be	AUX
iajs-1019	15	7	acquired	acquire	VERB
iajs-1019	15	8	directly	directly	ADV
iajs-1019	15	9	in	in	ADP
iajs-1019	15	10	a	a	DET
iajs-1019	15	11	digital	digital	ADJ
iajs-1019	15	12	format	format	NOUN
iajs-1019	15	13	,	,	PUNCT
iajs-1019	15	14	the	the	DET
iajs-1019	15	15	mechanism	mechanism	NOUN
iajs-1019	15	16	for	for	ADP
iajs-1019	15	17	gathering	gather	VERB
iajs-1019	15	18	the	the	DET
iajs-1019	15	19	data	datum	NOUN
iajs-1019	15	20	(	(	PUNCT
iajs-1019	15	21	such	such	ADJ
iajs-1019	15	22	as	as	ADP
iajs-1019	15	23	a	a	DET
iajs-1019	15	24	ccd	ccd	NOUN
iajs-1019	15	25	detector	detector	NOUN
iajs-1019	15	26	)	)	PUNCT
iajs-1019	15	27	can	can	AUX
iajs-1019	15	28	introduce	introduce	VERB
iajs-1019	15	29	noise	noise	NOUN
iajs-1019	15	30	,	,	PUNCT
iajs-1019	15	31	and	and	CCONJ
iajs-1019	15	32	electronic	electronic	ADJ
iajs-1019	15	33	transmission	transmission	NOUN
iajs-1019	15	34	of	of	ADP
iajs-1019	15	35	image	image	NOUN
iajs-1019	15	36	data	datum	NOUN
iajs-1019	15	37	can	can	AUX
iajs-1019	15	38	introduce	introduce	VERB
iajs-1019	15	39	noise	noise	NOUN
iajs-1019	15	40	.	.	PUNCT
iajs-1019	16	1	in	in	ADP
iajs-1019	16	2	practice	practice	NOUN
iajs-1019	16	3	,	,	PUNCT
iajs-1019	16	4	image	image	NOUN
iajs-1019	16	5	denoising	denoising	NOUN
iajs-1019	16	6	is	be	AUX
iajs-1019	16	7	used	use	VERB
iajs-1019	16	8	when	when	SCONJ
iajs-1019	16	9	you	you	PRON
iajs-1019	16	10	somehow	somehow	ADV
iajs-1019	16	11	obtain	obtain	VERB
iajs-1019	16	12	a	a	DET
iajs-1019	16	13	noisy	noisy	ADJ
iajs-1019	16	14	image	image	NOUN
iajs-1019	16	15	,	,	PUNCT
iajs-1019	16	16	and	and	CCONJ
iajs-1019	16	17	you	you	PRON
iajs-1019	16	18	want	want	VERB
iajs-1019	16	19	to	to	PART
iajs-1019	16	20	remove	remove	VERB
iajs-1019	16	21	as	as	ADV
iajs-1019	16	22	many	many	ADJ
iajs-1019	16	23	of	of	ADP
iajs-1019	16	24	the	the	DET
iajs-1019	16	25	speckles	speckle	NOUN
iajs-1019	16	26	from	from	ADP
iajs-1019	16	27	the	the	DET
iajs-1019	16	28	image	image	NOUN
iajs-1019	16	29	as	as	ADP
iajs-1019	16	30	possible	possible	ADJ
iajs-1019	16	31	,	,	PUNCT
iajs-1019	16	32	without	without	ADP
iajs-1019	16	33	removing	remove	VERB
iajs-1019	16	34	or	or	CCONJ
iajs-1019	16	35	distorting	distort	VERB
iajs-1019	16	36	any	any	DET
iajs-1019	16	37	features	feature	NOUN
iajs-1019	16	38	in	in	ADP
iajs-1019	16	39	it	it	PRON
iajs-1019	16	40	.	.	PUNCT
iajs-1019	17	1	both	both	PRON
iajs-1019	17	2	denoising	denoising	NOUN
iajs-1019	17	3	and	and	CCONJ
iajs-1019	17	4	enhancement	enhancement	NOUN
iajs-1019	17	5	are	be	AUX
iajs-1019	17	6	important	important	ADJ
iajs-1019	17	7	field	field	NOUN
iajs-1019	17	8	in	in	ADP
iajs-1019	17	9	digital	digital	ADJ
iajs-1019	17	10	image	image	NOUN
iajs-1019	17	11	processing	processing	NOUN
iajs-1019	17	12	.	.	PUNCT
iajs-1019	18	1	transforms	transforms	AUX
iajs-1019	18	2	play	play	VERB
iajs-1019	18	3	a	a	DET
iajs-1019	18	4	great	great	ADJ
iajs-1019	18	5	role	role	NOUN
iajs-1019	18	6	in	in	ADP
iajs-1019	18	7	this	this	DET
iajs-1019	18	8	field	field	NOUN
iajs-1019	18	9	since	since	SCONJ
iajs-1019	18	10	they	they	PRON
iajs-1019	18	11	offer	offer	VERB
iajs-1019	18	12	a	a	DET
iajs-1019	18	13	new	new	ADJ
iajs-1019	18	14	representation	representation	NOUN
iajs-1019	18	15	for	for	ADP
iajs-1019	18	16	the	the	DET
iajs-1019	18	17	data	datum	NOUN
iajs-1019	18	18	in	in	ADP
iajs-1019	18	19	which	which	PRON
iajs-1019	18	20	features	feature	VERB
iajs-1019	18	21	to	to	PART
iajs-1019	18	22	be	be	AUX
iajs-1019	18	23	processed	process	VERB
iajs-1019	18	24	become	become	VERB
iajs-1019	18	25	more	more	ADV
iajs-1019	18	26	distinct	distinct	ADJ
iajs-1019	19	1	[	[	X
iajs-1019	19	2	2	2	NUM
iajs-1019	19	3	]	]	PUNCT
iajs-1019	19	4	.	.	PUNCT
iajs-1019	20	1	there	there	PRON
iajs-1019	20	2	are	be	VERB
iajs-1019	20	3	two	two	NUM
iajs-1019	20	4	powerful	powerful	ADJ
iajs-1019	20	5	techniques	technique	NOUN
iajs-1019	20	6	to	to	PART
iajs-1019	20	7	reduce	reduce	VERB
iajs-1019	20	8	the	the	DET
iajs-1019	20	9	noise	noise	NOUN
iajs-1019	20	10	level	level	NOUN
iajs-1019	20	11	in	in	ADP
iajs-1019	20	12	a	a	DET
iajs-1019	20	13	signal	signal	NOUN
iajs-1019	20	14	:	:	PUNCT
iajs-1019	20	15	mean	mean	ADJ
iajs-1019	20	16	filtering	filtering	NOUN
iajs-1019	20	17	and	and	CCONJ
iajs-1019	20	18	multiwavelet	multiwavelet	ADJ
iajs-1019	20	19	soft	soft	ADJ
iajs-1019	20	20	-	-	PUNCT
iajs-1019	20	21	thresholding	thresholding	NOUN
iajs-1019	20	22	.	.	PUNCT
iajs-1019	21	1	mean	mean	ADJ
iajs-1019	21	2	filtering	filtering	NOUN
iajs-1019	21	3	is	be	AUX
iajs-1019	21	4	a	a	DET
iajs-1019	21	5	linear	linear	ADJ
iajs-1019	21	6	procedure	procedure	NOUN
iajs-1019	21	7	while	while	SCONJ
iajs-1019	21	8	multiwavelet	multiwavelet	ADJ
iajs-1019	21	9	soft	soft	ADJ
iajs-1019	21	10	-	-	PUNCT
iajs-1019	21	11	thresholding	thresholding	NOUN
iajs-1019	21	12	is	be	AUX
iajs-1019	21	13	nonlinear	nonlinear	ADJ
iajs-1019	21	14	.	.	PUNCT
iajs-1019	22	1	classical	classical	ADJ
iajs-1019	22	2	versions	version	NOUN
iajs-1019	22	3	of	of	ADP
iajs-1019	22	4	both	both	DET
iajs-1019	22	5	methods	method	NOUN
iajs-1019	22	6	tend	tend	VERB
iajs-1019	22	7	to	to	PART
iajs-1019	22	8	blur	blur	VERB
iajs-1019	22	9	edges	edge	NOUN
iajs-1019	22	10	in	in	ADP
iajs-1019	22	11	images	image	NOUN
iajs-1019	22	12	.	.	PUNCT
iajs-1019	23	1	we	we	PRON
iajs-1019	23	2	try	try	VERB
iajs-1019	23	3	to	to	PART
iajs-1019	23	4	blend	blend	VERB
iajs-1019	23	5	these	these	DET
iajs-1019	23	6	two	two	NUM
iajs-1019	23	7	approaches	approach	NOUN
iajs-1019	23	8	in	in	ADP
iajs-1019	23	9	order	order	NOUN
iajs-1019	23	10	to	to	PART
iajs-1019	23	11	improve	improve	VERB
iajs-1019	23	12	the	the	DET
iajs-1019	23	13	performance	performance	NOUN
iajs-1019	23	14	.	.	PUNCT
iajs-1019	24	1	our	our	PRON
iajs-1019	24	2	idea	idea	NOUN
iajs-1019	24	3	is	be	AUX
iajs-1019	24	4	to	to	PART
iajs-1019	24	5	divide	divide	VERB
iajs-1019	24	6	the	the	DET
iajs-1019	24	7	input	input	NOUN
iajs-1019	24	8	image	image	NOUN
iajs-1019	24	9	(	(	PUNCT
iajs-1019	24	10	noisy	noisy	ADJ
iajs-1019	24	11	version	version	NOUN
iajs-1019	24	12	)	)	PUNCT
iajs-1019	24	13	into	into	ADP
iajs-1019	24	14	four	four	NUM
iajs-1019	24	15	blocks	block	NOUN
iajs-1019	24	16	of	of	ADP
iajs-1019	24	17	equal	equal	ADJ
iajs-1019	24	18	size	size	NOUN
iajs-1019	24	19	then	then	ADV
iajs-1019	24	20	apply	apply	VERB
iajs-1019	24	21	multiwavelet	multiwavelet	ADJ
iajs-1019	24	22	soft	soft	ADJ
iajs-1019	24	23	-	-	PUNCT
iajs-1019	24	24	thresholding	thresholding	NOUN
iajs-1019	24	25	for	for	ADP
iajs-1019	24	26	each	each	DET
iajs-1019	24	27	distinct	distinct	ADJ
iajs-1019	24	28	block	block	NOUN
iajs-1019	24	29	and	and	CCONJ
iajs-1019	24	30	the	the	DET
iajs-1019	24	31	result	result	NOUN
iajs-1019	24	32	that	that	PRON
iajs-1019	24	33	achieved	achieve	VERB
iajs-1019	24	34	from	from	ADP
iajs-1019	24	35	this	this	DET
iajs-1019	24	36	step	step	NOUN
iajs-1019	24	37	will	will	AUX
iajs-1019	24	38	be	be	AUX
iajs-1019	24	39	enhanced	enhance	VERB
iajs-1019	24	40	by	by	ADP
iajs-1019	24	41	using	use	VERB
iajs-1019	24	42	mean	mean	ADJ
iajs-1019	24	43	filter	filter	NOUN
iajs-1019	24	44	,	,	PUNCT
iajs-1019	24	45	then	then	ADV
iajs-1019	24	46	group	group	VERB
iajs-1019	24	47	the	the	DET
iajs-1019	24	48	four	four	NUM
iajs-1019	24	49	distinct	distinct	ADJ
iajs-1019	24	50	resultant	resultant	NOUN
iajs-1019	24	51	blocks	block	NOUN
iajs-1019	24	52	to	to	PART
iajs-1019	24	53	get	get	VERB
iajs-1019	24	54	the	the	DET
iajs-1019	24	55	final	final	ADJ
iajs-1019	24	56	retrieval	retrieval	NOUN
iajs-1019	24	57	image	image	NOUN
iajs-1019	24	58	.	.	PUNCT
iajs-1019	25	1	multiwavelet	multiwavelet	PROPN
iajs-1019	25	2	transformation	transformation	NOUN
iajs-1019	25	3	is	be	AUX
iajs-1019	25	4	directly	directly	ADV
iajs-1019	25	5	applicable	applicable	ADJ
iajs-1019	25	6	only	only	ADV
iajs-1019	25	7	to	to	ADP
iajs-1019	25	8	onedimensional	onedimensional	ADJ
iajs-1019	25	9	signals	signal	NOUN
iajs-1019	25	10	,	,	PUNCT
iajs-1019	25	11	but	but	CCONJ
iajs-1019	25	12	images	image	NOUN
iajs-1019	25	13	are	be	AUX
iajs-1019	25	14	two	two	NUM
iajs-1019	25	15	-	-	PUNCT
iajs-1019	25	16	dimensional	dimensional	ADJ
iajs-1019	25	17	signals	signal	NOUN
iajs-1019	25	18	,	,	PUNCT
iajs-1019	25	19	so	so	SCONJ
iajs-1019	25	20	there	there	PRON
iajs-1019	25	21	must	must	AUX
iajs-1019	25	22	be	be	AUX
iajs-1019	25	23	a	a	DET
iajs-1019	25	24	way	way	NOUN
iajs-1019	25	25	to	to	PART
iajs-1019	25	26	ihjpas	ihjpas	VERB
iajs-1019	25	27	ibn	ibn	PROPN
iajs-1019	25	28	alhaitham	alhaitham	PROPN
iajs-1019	25	29	j.	j.	PROPN
iajs-1019	25	30	for	for	ADP
iajs-1019	25	31	pure	pure	ADJ
iajs-1019	25	32	&	&	CCONJ
iajs-1019	25	33	appl	appl	PROPN
iajs-1019	25	34	.	.	PUNCT
iajs-1019	26	1	sci	sci	PROPN
iajs-1019	26	2	.	.	PUNCT
iajs-1019	27	1	vol.23	vol.23	PROPN
iajs-1019	27	2	(	(	PUNCT
iajs-1019	27	3	2	2	NUM
iajs-1019	27	4	)	)	PUNCT
iajs-1019	27	5	2010	2010	NUM
iajs-1019	27	6	process	process	VERB
iajs-1019	27	7	them	they	PRON
iajs-1019	27	8	with	with	ADP
iajs-1019	27	9	a	a	DET
iajs-1019	27	10	one	one	NUM
iajs-1019	27	11	-	-	PUNCT
iajs-1019	27	12	dimensional	dimensional	ADJ
iajs-1019	27	13	transform	transform	NOUN
iajs-1019	27	14	[	[	X
iajs-1019	27	15	1	1	NUM
iajs-1019	27	16	]	]	PUNCT
iajs-1019	27	17	.	.	PUNCT
iajs-1019	28	1	the	the	DET
iajs-1019	28	2	next	next	ADJ
iajs-1019	28	3	section	section	NOUN
iajs-1019	28	4	will	will	AUX
iajs-1019	28	5	describe	describe	VERB
iajs-1019	28	6	how	how	SCONJ
iajs-1019	28	7	to	to	PART
iajs-1019	28	8	make	make	VERB
iajs-1019	28	9	this	this	DET
iajs-1019	28	10	type	type	NOUN
iajs-1019	28	11	of	of	ADP
iajs-1019	28	12	transformation	transformation	NOUN
iajs-1019	28	13	to	to	PART
iajs-1019	28	14	work	work	VERB
iajs-1019	28	15	with	with	ADP
iajs-1019	28	16	images	image	NOUN
iajs-1019	28	17	.	.	PUNCT
iajs-1019	29	1	types	type	NOUN
iajs-1019	29	2	of	of	ADP
iajs-1019	29	3	thresholding	thresholding	NOUN
iajs-1019	29	4	and	and	CCONJ
iajs-1019	29	5	its	its	PRON
iajs-1019	29	6	selection	selection	NOUN
iajs-1019	29	7	rules	rule	NOUN
iajs-1019	29	8	:	:	PUNCT
iajs-1019	29	9	thresholding	thresholding	NOUN
iajs-1019	29	10	is	be	AUX
iajs-1019	29	11	non	non	ADJ
iajs-1019	29	12	-	-	ADJ
iajs-1019	29	13	linear	linear	ADJ
iajs-1019	29	14	operation	operation	NOUN
iajs-1019	29	15	performed	perform	VERB
iajs-1019	29	16	on	on	ADP
iajs-1019	29	17	the	the	DET
iajs-1019	29	18	multiwavelet	multiwavelet	ADJ
iajs-1019	29	19	coefficients	coefficient	NOUN
iajs-1019	29	20	of	of	ADP
iajs-1019	29	21	noisy	noisy	ADJ
iajs-1019	29	22	signal	signal	NOUN
iajs-1019	29	23	[	[	X
iajs-1019	29	24	5	5	NUM
iajs-1019	29	25	]	]	PUNCT
iajs-1019	29	26	.	.	PUNCT
iajs-1019	30	1	it	it	PRON
iajs-1019	30	2	is	be	AUX
iajs-1019	30	3	widely	widely	ADV
iajs-1019	30	4	used	use	VERB
iajs-1019	30	5	in	in	ADP
iajs-1019	30	6	noise	noise	NOUN
iajs-1019	30	7	reduction	reduction	NOUN
iajs-1019	30	8	,	,	PUNCT
iajs-1019	30	9	signal	signal	NOUN
iajs-1019	30	10	and	and	CCONJ
iajs-1019	30	11	image	image	NOUN
iajs-1019	30	12	compression	compression	NOUN
iajs-1019	30	13	or	or	CCONJ
iajs-1019	30	14	recognition	recognition	NOUN
iajs-1019	30	15	[	[	X
iajs-1019	30	16	3	3	NUM
iajs-1019	30	17	]	]	PUNCT
iajs-1019	30	18	.	.	PUNCT
iajs-1019	31	1	this	this	PRON
iajs-1019	31	2	can	can	AUX
iajs-1019	31	3	be	be	AUX
iajs-1019	31	4	done	do	VERB
iajs-1019	31	5	by	by	ADP
iajs-1019	31	6	comparing	compare	VERB
iajs-1019	31	7	the	the	DET
iajs-1019	31	8	absolute	absolute	ADJ
iajs-1019	31	9	value	value	NOUN
iajs-1019	31	10	of	of	ADP
iajs-1019	31	11	the	the	DET
iajs-1019	31	12	empirical	empirical	ADJ
iajs-1019	31	13	multiwavelet	multiwavelet	ADJ
iajs-1019	31	14	coefficients	coefficient	NOUN
iajs-1019	31	15	with	with	ADP
iajs-1019	31	16	a	a	DET
iajs-1019	31	17	value	value	NOUN
iajs-1019	31	18	called	call	VERB
iajs-1019	31	19	threshold	threshold	NOUN
iajs-1019	31	20	value	value	NOUN
iajs-1019	31	21	(	(	PUNCT
iajs-1019	31	22	thv	thv	NOUN
iajs-1019	31	23	)	)	PUNCT
iajs-1019	31	24	.	.	PUNCT
iajs-1019	32	1	it	it	PRON
iajs-1019	32	2	is	be	AUX
iajs-1019	32	3	clear	clear	ADJ
iajs-1019	32	4	that	that	SCONJ
iajs-1019	32	5	if	if	SCONJ
iajs-1019	32	6	the	the	DET
iajs-1019	32	7	multiwavelet	multiwavelet	ADJ
iajs-1019	32	8	coefficient	coefficient	NOUN
iajs-1019	32	9	is	be	AUX
iajs-1019	32	10	equal	equal	ADJ
iajs-1019	32	11	to	to	ADP
iajs-1019	32	12	or	or	CCONJ
iajs-1019	32	13	less	less	ADJ
iajs-1019	32	14	than	than	ADP
iajs-1019	32	15	the	the	DET
iajs-1019	32	16	threshold	threshold	NOUN
iajs-1019	32	17	value	value	NOUN
iajs-1019	32	18	,	,	PUNCT
iajs-1019	32	19	then	then	ADV
iajs-1019	32	20	one	one	PRON
iajs-1019	32	21	can	can	AUX
iajs-1019	32	22	not	not	PART
iajs-1019	32	23	separate	separate	VERB
iajs-1019	32	24	the	the	DET
iajs-1019	32	25	signal	signal	NOUN
iajs-1019	32	26	from	from	ADP
iajs-1019	32	27	the	the	DET
iajs-1019	32	28	noise	noise	NOUN
iajs-1019	32	29	.	.	PUNCT
iajs-1019	33	1	in	in	ADP
iajs-1019	33	2	this	this	DET
iajs-1019	33	3	case	case	NOUN
iajs-1019	33	4	,	,	PUNCT
iajs-1019	33	5	a	a	DET
iajs-1019	33	6	good	good	ADJ
iajs-1019	33	7	estimation	estimation	NOUN
iajs-1019	33	8	for	for	ADP
iajs-1019	33	9	that	that	DET
iajs-1019	33	10	m	m	VERB
iajs-1019	33	11	ultiwavelet	ultiwavelet	ADJ
iajs-1019	33	12	coefficient	coefficient	NOUN
iajs-1019	33	13	is	be	AUX
iajs-1019	33	14	zero	zero	NUM
iajs-1019	33	15	.	.	PUNCT
iajs-1019	34	1	in	in	ADP
iajs-1019	34	2	the	the	DET
iajs-1019	34	3	case	case	NOUN
iajs-1019	34	4	of	of	ADP
iajs-1019	34	5	an	an	DET
iajs-1019	34	6	empirical	empirical	ADJ
iajs-1019	34	7	multiwavelet	multiwavelet	ADJ
iajs-1019	34	8	coefficient	coefficient	NOUN
iajs-1019	34	9	is	be	AUX
iajs-1019	34	10	greater	great	ADJ
iajs-1019	34	11	than	than	ADP
iajs-1019	34	12	the	the	DET
iajs-1019	34	13	threshold	threshold	NOUN
iajs-1019	34	14	value	value	NOUN
iajs-1019	34	15	,	,	PUNCT
iajs-1019	34	16	then	then	ADV
iajs-1019	34	17	a	a	DET
iajs-1019	34	18	natural	natural	ADJ
iajs-1019	34	19	estimation	estimation	NOUN
iajs-1019	34	20	for	for	ADP
iajs-1019	34	21	this	this	DET
iajs-1019	34	22	multiwavelet	multiwavelet	ADJ
iajs-1019	34	23	coefficient	coefficient	NOUN
iajs-1019	34	24	is	be	AUX
iajs-1019	34	25	empirical	empirical	ADJ
iajs-1019	34	26	multiwavelet	multiwavelet	ADJ
iajs-1019	34	27	coefficient	coefficient	NOUN
iajs-1019	34	28	itself	itself	PRON
iajs-1019	34	29	.	.	PUNCT
iajs-1019	35	1	this	this	DET
iajs-1019	35	2	idea	idea	NOUN
iajs-1019	35	3	is	be	AUX
iajs-1019	35	4	called	call	VERB
iajs-1019	35	5	thresholding	thresholde	VERB
iajs-1019	35	6	.	.	PUNCT
iajs-1019	36	1	2.1	2.1	NUM
iajs-1019	36	2	hard	hard	ADV
iajs-1019	36	3	-	-	PUNCT
iajs-1019	36	4	thresholding	thresholding	NOUN
iajs-1019	36	5	:	:	PUNCT
iajs-1019	36	6	which	which	PRON
iajs-1019	36	7	can	can	AUX
iajs-1019	36	8	be	be	AUX
iajs-1019	36	9	computed	compute	VERB
iajs-1019	36	10	by	by	ADP
iajs-1019	36	11	[	[	X
iajs-1019	36	12	5	5	NUM
iajs-1019	36	13	]	]	PUNCT
iajs-1019	36	14	:	:	PUNCT
iajs-1019	36	15	where	where	SCONJ
iajs-1019	36	16	thv	thv	PROPN
iajs-1019	36	17	is	be	AUX
iajs-1019	36	18	the	the	DET
iajs-1019	36	19	threshold	threshold	NOUN
iajs-1019	36	20	value	value	NOUN
iajs-1019	36	21	or	or	CCONJ
iajs-1019	36	22	the	the	DET
iajs-1019	36	23	gate	gate	NOUN
iajs-1019	36	24	value	value	NOUN
iajs-1019	36	25	.	.	PUNCT
iajs-1019	37	1	2.2	2.2	NUM
iajs-1019	37	2	soft	soft	ADJ
iajs-1019	37	3	-	-	PUNCT
iajs-1019	37	4	thresholding	thresholding	NOUN
iajs-1019	37	5	:	:	PUNCT
iajs-1019	37	6	can	can	AUX
iajs-1019	37	7	be	be	AUX
iajs-1019	37	8	computed	compute	VERB
iajs-1019	37	9	as	as	ADP
iajs-1019	37	10	[	[	X
iajs-1019	37	11	8	8	NUM
iajs-1019	37	12	]	]	X
iajs-1019	37	13	:	:	PUNCT
iajs-1019	38	1	_	_	PUNCT
iajs-1019	39	1	_	_	PUNCT
iajs-1019	40	1	_	_	PUNCT
iajs-1019	41	1	_	_	PUNCT
iajs-1019	42	1	_	_	PUNCT
iajs-1019	43	1	_	_	PUNCT
iajs-1019	43	2	(	(	PUNCT
iajs-1019	43	3	1	1	X
iajs-1019	43	4	)	)	PUNCT
iajs-1019	43	5			NUM
iajs-1019	43	6			NUM
iajs-1019	43	7			PROPN
iajs-1019	43	8			NUM
iajs-1019	43	9			NUM
iajs-1019	43	10			NUM
iajs-1019	43	11			ADP
iajs-1019	43	12			NOUN
iajs-1019	43	13			VERB
iajs-1019	43	14			NUM
iajs-1019	43	15	thvj	thvj	VERB
iajs-1019	43	16	kg	kg	PROPN
iajs-1019	43	17	thvj	thvj	PROPN
iajs-1019	43	18	kgj	kgj	PROPN
iajs-1019	43	19	kg	kg	X
iajs-1019	43	20	thv	thv	PROPN
iajs-1019	43	21	)	)	PUNCT
iajs-1019	43	22	,	,	PUNCT
iajs-1019	43	23	j	j	PROPN
iajs-1019	43	24	k(ght	k(ght	VERB
iajs-1019	43	25	j	j	PROPN
iajs-1019	43	26	ka	ka	PROPN
iajs-1019	43	27	0	0	NUM
iajs-1019	43	28	ˆ	ˆ	NOUN
iajs-1019	43	29			NUM
iajs-1019	43	30			NUM
iajs-1019	43	31			PROPN
iajs-1019	43	32			NUM
iajs-1019	43	33			NUM
iajs-1019	43	34			NUM
iajs-1019	43	35			NOUN
iajs-1019	43	36			PUNCT
iajs-1019	43	37			PROPN
iajs-1019	43	38			PROPN
iajs-1019	43	39			NUM
iajs-1019	43	40	01	01	NUM
iajs-1019	43	41	00	00	NUM
iajs-1019	43	42	01	01	NUM
iajs-1019	43	43	-	-	PUNCT
iajs-1019	43	44	:	:	PUNCT
iajs-1019	44	1	j	j	PROPN
iajs-1019	44	2	kg	kg	INTJ
iajs-1019	45	1	j	j	PROPN
iajs-1019	45	2	kg	kg	INTJ
iajs-1019	46	1	j	j	PROPN
iajs-1019	46	2	kg	kg	INTJ
iajs-1019	46	3	j	j	PROPN
iajs-1019	46	4	k(g	k(g	PROPN
iajs-1019	46	5	sign	sign	VERB
iajs-1019	46	6	where	where	SCONJ
iajs-1019	46	7	)	)	PUNCT
iajs-1019	47	1	_	_	PUNCT
iajs-1019	48	1	_	_	PUNCT
iajs-1019	49	1	_	_	PUNCT
iajs-1019	50	1	_	_	PUNCT
iajs-1019	51	1	_	_	PUNCT
iajs-1019	52	1	_	_	PUNCT
iajs-1019	52	2	(	(	PUNCT
iajs-1019	52	3	2	2	NUM
iajs-1019	52	4	)	)	PUNCT
iajs-1019	52	5			NUM
iajs-1019	52	6			NUM
iajs-1019	52	7			PROPN
iajs-1019	52	8			NUM
iajs-1019	52	9			NUM
iajs-1019	52	10			NUM
iajs-1019	52	11			ADP
iajs-1019	52	12			NOUN
iajs-1019	52	13			PROPN
iajs-1019	52	14			NOUN
iajs-1019	52	15	thv	thv	VERB
iajs-1019	52	16	j	j	PROPN
iajs-1019	52	17	kg	kg	INTJ
iajs-1019	52	18	thv	thv	PROPN
iajs-1019	52	19	j	j	PROPN
iajs-1019	52	20	kgthv	kgthv	VERB
iajs-1019	52	21	j	j	PROPN
iajs-1019	52	22	kg	kg	PROPN
iajs-1019	52	23	j	j	PROPN
iajs-1019	52	24	k(g	k(g	PROPN
iajs-1019	52	25	sign	sign	NOUN
iajs-1019	52	26	thv	thv	VERB
iajs-1019	52	27	)	)	PUNCT
iajs-1019	52	28	,	,	PUNCT
iajs-1019	52	29	j	j	PROPN
iajs-1019	52	30	k(ght	k(ght	VERB
iajs-1019	52	31	j	j	PROPN
iajs-1019	52	32	ka	ka	PROPN
iajs-1019	52	33	0	0	NUM
iajs-1019	52	34	)	)	PUNCT
iajs-1019	52	35	ˆ	ˆ	PROPN
iajs-1019	52	36	ihjpas	ihjpa	VERB
iajs-1019	52	37	ibn	ibn	PROPN
iajs-1019	52	38	alhaitham	alhaitham	PROPN
iajs-1019	52	39	j.	j.	PROPN
iajs-1019	52	40	for	for	ADP
iajs-1019	52	41	pure	pure	ADJ
iajs-1019	52	42	&	&	CCONJ
iajs-1019	52	43	appl	appl	PROPN
iajs-1019	52	44	.	.	PUNCT
iajs-1019	53	1	sci	sci	PROPN
iajs-1019	53	2	.	.	PUNCT
iajs-1019	54	1	vol.23	vol.23	PROPN
iajs-1019	54	2	(	(	PUNCT
iajs-1019	54	3	2	2	NUM
iajs-1019	54	4	)	)	PUNCT
iajs-1019	54	5	2010	2010	NUM
iajs-1019	55	1	the	the	DET
iajs-1019	55	2	graphical	graphical	ADJ
iajs-1019	55	3	representation	representation	NOUN
iajs-1019	55	4	for	for	ADP
iajs-1019	55	5	the	the	DET
iajs-1019	55	6	two	two	NUM
iajs-1019	55	7	types	type	NOUN
iajs-1019	55	8	of	of	ADP
iajs-1019	55	9	thresholding	thresholde	VERB
iajs-1019	55	10	(	(	PUNCT
iajs-1019	55	11	hard	hard	ADJ
iajs-1019	55	12	and	and	CCONJ
iajs-1019	55	13	soft	soft	ADJ
iajs-1019	55	14	threshloding	threshloding	NOUN
iajs-1019	55	15	)	)	PUNCT
iajs-1019	55	16	is	be	AUX
iajs-1019	55	17	shown	show	VERB
iajs-1019	55	18	in	in	ADP
iajs-1019	55	19	figures	figure	NOUN
iajs-1019	55	20	(	(	PUNCT
iajs-1019	55	21	1	1	NUM
iajs-1019	55	22	and	and	CCONJ
iajs-1019	55	23	2	2	NUM
iajs-1019	55	24	respectively	respectively	ADV
iajs-1019	55	25	)	)	PUNCT
iajs-1019	55	26	.	.	PUNCT
iajs-1019	56	1	threshold	threshold	NOUN
iajs-1019	56	2	selection	selection	NOUN
iajs-1019	56	3	rules	rule	NOUN
iajs-1019	56	4	:	:	PUNCT
iajs-1019	56	5	in	in	ADP
iajs-1019	56	6	thresholding	thresholde	VERB
iajs-1019	56	7	process	process	NOUN
iajs-1019	56	8	,	,	PUNCT
iajs-1019	56	9	coefficients	coefficient	VERB
iajs-1019	56	10	smaller	small	ADJ
iajs-1019	56	11	than	than	ADP
iajs-1019	56	12	threshold	threshold	NOUN
iajs-1019	56	13	value	value	NOUN
iajs-1019	56	14	thv	thv	NOUN
iajs-1019	56	15	are	be	AUX
iajs-1019	56	16	judged	judge	VERB
iajs-1019	56	17	negligible	negligible	ADJ
iajs-1019	56	18	,	,	PUNCT
iajs-1019	56	19	or	or	CCONJ
iajs-1019	56	20	noise	noise	NOUN
iajs-1019	56	21	other	other	ADJ
iajs-1019	56	22	than	than	ADP
iajs-1019	56	23	signal	signal	NOUN
iajs-1019	56	24	.	.	PUNCT
iajs-1019	57	1	hence	hence	ADV
iajs-1019	57	2	,	,	PUNCT
iajs-1019	57	3	threshold	threshold	NOUN
iajs-1019	57	4	value	value	NOUN
iajs-1019	57	5	thv	thv	NOUN
iajs-1019	57	6	controls	control	VERB
iajs-1019	57	7	the	the	DET
iajs-1019	57	8	degree	degree	NOUN
iajs-1019	57	9	of	of	ADP
iajs-1019	57	10	noise	noise	NOUN
iajs-1019	57	11	rejection	rejection	NOUN
iajs-1019	57	12	,	,	PUNCT
iajs-1019	57	13	but	but	CCONJ
iajs-1019	57	14	also	also	ADV
iajs-1019	57	15	of	of	ADP
iajs-1019	57	16	valid	valid	ADJ
iajs-1019	57	17	signal	signal	ADJ
iajs-1019	57	18	rejection	rejection	NOUN
iajs-1019	57	19	.	.	PUNCT
iajs-1019	58	1	one	one	NUM
iajs-1019	58	2	hopes	hope	NOUN
iajs-1019	58	3	,	,	PUNCT
iajs-1019	58	4	to	to	PART
iajs-1019	58	5	set	set	VERB
iajs-1019	58	6	thresholds	threshold	NOUN
iajs-1019	58	7	which	which	PRON
iajs-1019	58	8	are	be	AUX
iajs-1019	58	9	small	small	ADJ
iajs-1019	58	10	,	,	PUNCT
iajs-1019	58	11	but	but	CCONJ
iajs-1019	58	12	which	which	PRON
iajs-1019	58	13	are	be	AUX
iajs-1019	58	14	very	very	ADV
iajs-1019	58	15	likely	likely	ADJ
iajs-1019	58	16	to	to	PART
iajs-1019	58	17	exceed	exceed	VERB
iajs-1019	58	18	every	every	DET
iajs-1019	58	19	coefficient	coefficient	NOUN
iajs-1019	58	20	in	in	ADP
iajs-1019	58	21	case	case	NOUN
iajs-1019	58	22	of	of	ADP
iajs-1019	58	23	a	a	DET
iajs-1019	58	24	pure	pure	ADJ
iajs-1019	58	25	noise	noise	NOUN
iajs-1019	58	26	signal	signal	NOUN
iajs-1019	59	1	[	[	X
iajs-1019	59	2	3	3	NUM
iajs-1019	59	3	,	,	PUNCT
iajs-1019	59	4	5	5	NUM
iajs-1019	59	5	]	]	PUNCT
iajs-1019	59	6	.	.	PUNCT
iajs-1019	60	1	two	two	NUM
iajs-1019	60	2	rules	rule	NOUN
iajs-1019	60	3	are	be	AUX
iajs-1019	60	4	used	use	VERB
iajs-1019	60	5	to	to	PART
iajs-1019	60	6	select	select	VERB
iajs-1019	60	7	threshold	threshold	NOUN
iajs-1019	60	8	values	value	NOUN
iajs-1019	60	9	as	as	SCONJ
iajs-1019	60	10	follows	follow	VERB
iajs-1019	60	11	:	:	PUNCT
iajs-1019	60	12			NOUN
iajs-1019	60	13	select	select	VERB
iajs-1019	60	14	the	the	DET
iajs-1019	60	15	threshold	threshold	NOUN
iajs-1019	60	16	by	by	ADP
iajs-1019	60	17	estimating	estimate	VERB
iajs-1019	60	18	the	the	DET
iajs-1019	60	19	standard	standard	ADJ
iajs-1019	60	20	deviation	deviation	NOUN
iajs-1019	60	21	zσ	zσ	NOUN
iajs-1019	60	22	of	of	ADP
iajs-1019	60	23	the	the	DET
iajs-1019	60	24	noise	noise	NOUN
iajs-1019	60	25	at	at	ADP
iajs-1019	60	26	each	each	DET
iajs-1019	60	27	scale	scale	NOUN
iajs-1019	60	28	,	,	PUNCT
iajs-1019	60	29	and	and	CCONJ
iajs-1019	60	30	taking	take	VERB
iajs-1019	60	31	into	into	ADP
iajs-1019	60	32	account	account	NOUN
iajs-1019	60	33	that	that	SCONJ
iajs-1019	60	34	the	the	DET
iajs-1019	60	35	threshold	threshold	NOUN
iajs-1019	60	36	values	value	NOUN
iajs-1019	60	37	have	have	VERB
iajs-1019	60	38	to	to	PART
iajs-1019	60	39	be	be	AUX
iajs-1019	60	40	different	different	ADJ
iajs-1019	60	41	on	on	ADP
iajs-1019	60	42	each	each	DET
iajs-1019	60	43	scale	scale	NOUN
iajs-1019	60	44	level	level	NOUN
iajs-1019	60	45	.	.	PUNCT
iajs-1019	61	1	the	the	DET
iajs-1019	61	2	thresholds	threshold	NOUN
iajs-1019	61	3	in	in	ADP
iajs-1019	61	4	this	this	DET
iajs-1019	61	5	case	case	NOUN
iajs-1019	61	6	are	be	AUX
iajs-1019	61	7	calculated	calculate	VERB
iajs-1019	61	8	as	as	ADP
iajs-1019	61	9	zσbthv	zσbthv	NOUN
iajs-1019	61	10			PROPN
iajs-1019	61	11	where	where	SCONJ
iajs-1019	61	12	b	b	NOUN
iajs-1019	61	13	is	be	AUX
iajs-1019	61	14	a	a	DET
iajs-1019	61	15	parameter	parameter	NOUN
iajs-1019	61	16	,	,	PUNCT
iajs-1019	61	17	typically	typically	ADV
iajs-1019	61	18	between	between	ADP
iajs-1019	61	19	2	2	NUM
iajs-1019	61	20	and	and	CCONJ
iajs-1019	61	21	4	4	NUM
iajs-1019	61	22	.	.	X
iajs-1019	62	1			NOUN
iajs-1019	62	2	the	the	DET
iajs-1019	62	3	choice	choice	NOUN
iajs-1019	62	4	of	of	ADP
iajs-1019	62	5	the	the	DET
iajs-1019	62	6	threshold	threshold	NOUN
iajs-1019	62	7	is	be	AUX
iajs-1019	62	8	a	a	DET
iajs-1019	62	9	very	very	ADV
iajs-1019	62	10	delicate	delicate	ADJ
iajs-1019	62	11	and	and	CCONJ
iajs-1019	62	12	important	important	ADJ
iajs-1019	62	13	statistical	statistical	ADJ
iajs-1019	62	14	problem	problem	NOUN
iajs-1019	62	15	.	.	PUNCT
iajs-1019	63	1	a	a	DET
iajs-1019	63	2	big	big	ADJ
iajs-1019	63	3	threshold	threshold	NOUN
iajs-1019	63	4	thv	thv	NOUN
iajs-1019	63	5	leads	lead	VERB
iajs-1019	63	6	to	to	ADP
iajs-1019	63	7	a	a	DET
iajs-1019	63	8	large	large	ADJ
iajs-1019	63	9	bias	bias	NOUN
iajs-1019	63	10	of	of	ADP
iajs-1019	63	11	the	the	DET
iajs-1019	63	12	estimator	estimator	NOUN
iajs-1019	63	13	.	.	PUNCT
iajs-1019	64	1	on	on	ADP
iajs-1019	64	2	the	the	DET
iajs-1019	64	3	other	other	ADJ
iajs-1019	64	4	hand	hand	NOUN
iajs-1019	64	5	,	,	PUNCT
iajs-1019	64	6	a	a	DET
iajs-1019	64	7	small	small	ADJ
iajs-1019	64	8	threshold	threshold	NOUN
iajs-1019	64	9	increases	increase	VERB
iajs-1019	64	10	the	the	DET
iajs-1019	64	11	variance	variance	NOUN
iajs-1019	64	12	of	of	ADP
iajs-1019	64	13	the	the	DET
iajs-1019	64	14	smoother	smooth	ADJ
iajs-1019	64	15	.	.	PUNCT
iajs-1019	65	1	donoho	donoho	NOUN
iajs-1019	65	2	and	and	CCONJ
iajs-1019	65	3	johnstone	johnstone	PROPN
iajs-1019	65	4	have	have	AUX
iajs-1019	65	5	proposed	propose	VERB
iajs-1019	65	6	the	the	DET
iajs-1019	65	7	following	follow	VERB
iajs-1019	65	8	value	value	NOUN
iajs-1019	65	9	of	of	ADP
iajs-1019	65	10	the	the	DET
iajs-1019	65	11	suitable	suitable	ADJ
iajs-1019	65	12	value	value	NOUN
iajs-1019	65	13	of	of	ADP
iajs-1019	65	14	threshold	threshold	NOUN
iajs-1019	65	15	:	:	PUNCT
iajs-1019	65	16	a	a	DET
iajs-1019	65	17	proposed	propose	VERB
iajs-1019	65	18	algorithm	algorithm	NOUN
iajs-1019	65	19	for	for	ADP
iajs-1019	65	20	retrieving	retrieve	VERB
iajs-1019	65	21	image	image	NOUN
iajs-1019	65	22	from	from	ADP
iajs-1019	65	23	noisy	noisy	ADJ
iajs-1019	65	24	version	version	NOUN
iajs-1019	65	25	depending	depend	VERB
iajs-1019	65	26	on	on	ADP
iajs-1019	65	27	multiwavelet	multiwavelet	ADJ
iajs-1019	65	28	soft	soft	ADJ
iajs-1019	65	29	-	-	PUNCT
iajs-1019	65	30	thresholding	thresholding	NOUN
iajs-1019	65	31	with	with	ADP
iajs-1019	65	32	using	use	VERB
iajs-1019	65	33	equal	equal	ADJ
iajs-1019	65	34	size	size	NOUN
iajs-1019	65	35	block	block	NOUN
iajs-1019	65	36	divide	divide	NOUN
iajs-1019	65	37	with	with	ADP
iajs-1019	65	38	mean	mean	ADJ
iajs-1019	65	39	filte	filte	NOUN
iajs-1019	65	40	in	in	ADP
iajs-1019	65	41	this	this	DET
iajs-1019	65	42	section	section	NOUN
iajs-1019	65	43	,	,	PUNCT
iajs-1019	65	44	new	new	ADJ
iajs-1019	65	45	method	method	NOUN
iajs-1019	65	46	is	be	AUX
iajs-1019	65	47	proposed	propose	VERB
iajs-1019	65	48	for	for	ADP
iajs-1019	65	49	retrieving	retrieve	VERB
iajs-1019	65	50	image	image	NOUN
iajs-1019	65	51	from	from	ADP
iajs-1019	65	52	noisy	noisy	ADJ
iajs-1019	65	53	version	version	NOUN
iajs-1019	65	54	by	by	ADP
iajs-1019	65	55	dividing	divide	VERB
iajs-1019	65	56	the	the	DET
iajs-1019	65	57	noisy	noisy	ADJ
iajs-1019	65	58	image	image	NOUN
iajs-1019	65	59	into	into	ADP
iajs-1019	65	60	four	four	NUM
iajs-1019	65	61	equal	equal	ADJ
iajs-1019	65	62	size	size	NOUN
iajs-1019	65	63	blocks	block	NOUN
iajs-1019	65	64	and	and	CCONJ
iajs-1019	65	65	using	use	VERB
iajs-1019	65	66	multiwavelet	multiwavelet	PROPN
iajs-1019	65	67	softthresholding	softthresholding	NOUN
iajs-1019	65	68	then	then	ADV
iajs-1019	65	69	enhances	enhance	VERB
iajs-1019	65	70	the	the	DET
iajs-1019	65	71	result	result	NOUN
iajs-1019	65	72	through	through	ADP
iajs-1019	65	73	an	an	DET
iajs-1019	65	74	enhancement	enhancement	NOUN
iajs-1019	65	75	filter	filter	NOUN
iajs-1019	65	76	of	of	ADP
iajs-1019	65	77	type	type	NOUN
iajs-1019	65	78	mean	mean	NOUN
iajs-1019	65	79	filter	filter	NOUN
iajs-1019	65	80	which	which	PRON
iajs-1019	65	81	is	be	AUX
iajs-1019	65	82	applied	apply	VERB
iajs-1019	65	83	two	two	NUM
iajs-1019	65	84	times	time	NOUN
iajs-1019	65	85	on	on	ADP
iajs-1019	65	86	some	some	DET
iajs-1019	65	87	parts	part	NOUN
iajs-1019	65	88	of	of	ADP
iajs-1019	65	89	the	the	DET
iajs-1019	65	90	processed	process	VERB
iajs-1019	65	91	image	image	NOUN
iajs-1019	65	92	,	,	PUNCT
iajs-1019	65	93	as	as	SCONJ
iajs-1019	65	94	shown	show	VERB
iajs-1019	65	95	in	in	ADP
iajs-1019	65	96	the	the	DET
iajs-1019	65	97	figure	figure	NOUN
iajs-1019	65	98	(	(	PUNCT
iajs-1019	65	99	2).the	2).the	DET
iajs-1019	65	100	steps	step	NOUN
iajs-1019	65	101	of	of	ADP
iajs-1019	65	102	the	the	DET
iajs-1019	65	103	proposed	propose	VERB
iajs-1019	65	104	method	method	NOUN
iajs-1019	65	105	are	be	AUX
iajs-1019	65	106	as	as	SCONJ
iajs-1019	65	107	follows	follow	VERB
iajs-1019	65	108	:	:	PUNCT
iajs-1019	65	109	1	1	X
iajs-1019	65	110	.	.	X
iajs-1019	65	111	divide	divide	VERB
iajs-1019	65	112	the	the	DET
iajs-1019	65	113	input	input	NOUN
iajs-1019	65	114	noisy	noisy	ADJ
iajs-1019	65	115	image	image	NOUN
iajs-1019	65	116	into	into	ADP
iajs-1019	65	117	four	four	NUM
iajs-1019	65	118	blocks	block	NOUN
iajs-1019	65	119	of	of	ADP
iajs-1019	65	120	equal	equal	ADJ
iajs-1019	65	121	size	size	NOUN
iajs-1019	65	122	,	,	PUNCT
iajs-1019	65	123	and	and	CCONJ
iajs-1019	65	124	then	then	ADV
iajs-1019	65	125	obtain	obtain	VERB
iajs-1019	65	126	the	the	DET
iajs-1019	65	127	multiwavelet	multiwavelet	PROPN
iajs-1019	65	128	transformation	transformation	NOUN
iajs-1019	65	129	coefficients	coefficient	NOUN
iajs-1019	65	130	)	)	PUNCT
iajs-1019	65	131	(	(	PUNCT
iajs-1019	65	132	j	j	PROPN
iajs-1019	65	133	kg	kg	INTJ
iajs-1019	65	134	for	for	ADP
iajs-1019	65	135	the	the	DET
iajs-1019	65	136	four	four	NUM
iajs-1019	65	137	divided	divided	ADJ
iajs-1019	65	138	blocks	block	NOUN
iajs-1019	65	139	concurrently	concurrently	ADV
iajs-1019	65	140	.	.	PUNCT
iajs-1019	66	1	2	2	X
iajs-1019	66	2	.	.	X
iajs-1019	66	3	compute	compute	VERB
iajs-1019	66	4	the	the	DET
iajs-1019	66	5	threshold	threshold	NOUN
iajs-1019	66	6	value	value	NOUN
iajs-1019	66	7	(	(	PUNCT
iajs-1019	66	8	thv	thv	NOUN
iajs-1019	66	9	)	)	PUNCT
iajs-1019	66	10	by	by	ADP
iajs-1019	66	11	equation	equation	NOUN
iajs-1019	66	12	(	(	PUNCT
iajs-1019	66	13	3	3	NUM
iajs-1019	66	14	)	)	PUNCT
iajs-1019	66	15	or	or	CCONJ
iajs-1019	66	16	any	any	DET
iajs-1019	66	17	other	other	ADJ
iajs-1019	66	18	one	one	NUM
iajs-1019	66	19	of	of	ADP
iajs-1019	66	20	the	the	DET
iajs-1019	66	21	threshold	threshold	NOUN
iajs-1019	66	22	selection	selection	NOUN
iajs-1019	66	23	rules	rule	NOUN
iajs-1019	66	24	mentioned	mention	VERB
iajs-1019	66	25	in	in	ADP
iajs-1019	66	26	previous	previous	ADJ
iajs-1019	66	27	section	section	NOUN
iajs-1019	66	28	(	(	PUNCT
iajs-1019	66	29	2.3	2.3	NUM
iajs-1019	66	30	)	)	PUNCT
iajs-1019	66	31	then	then	ADV
iajs-1019	66	32	filter	filter	VERB
iajs-1019	66	33	the	the	DET
iajs-1019	66	34	multiwavelet	multiwavelet	PROPN
iajs-1019	66	35	transform	transform	NOUN
iajs-1019	66	36	coefficients	coefficient	NOUN
iajs-1019	66	37	)	)	PUNCT
iajs-1019	67	1	(	(	PUNCT
iajs-1019	67	2	j	j	PROPN
iajs-1019	67	3	kg	kg	X
iajs-1019	67	4	by	by	ADP
iajs-1019	67	5	equation	equation	NOUN
iajs-1019	67	6	(	(	PUNCT
iajs-1019	67	7	2	2	NUM
iajs-1019	67	8	)	)	PUNCT
iajs-1019	67	9	which	which	PRON
iajs-1019	67	10	is	be	AUX
iajs-1019	67	11	used	use	VERB
iajs-1019	67	12	to	to	PART
iajs-1019	67	13	compute	compute	VERB
iajs-1019	67	14	the	the	DET
iajs-1019	67	15	softthresholding	softthresholding	NOUN
iajs-1019	67	16	since	since	SCONJ
iajs-1019	67	17	the	the	DET
iajs-1019	67	18	work	work	NOUN
iajs-1019	67	19	of	of	ADP
iajs-1019	67	20	this	this	DET
iajs-1019	67	21	research	research	NOUN
iajs-1019	67	22	depends	depend	VERB
iajs-1019	67	23	on	on	ADP
iajs-1019	67	24	the	the	DET
iajs-1019	67	25	softthresholding	softthresholde	VERB
iajs-1019	67	26	type	type	NOUN
iajs-1019	67	27	,	,	PUNCT
iajs-1019	67	28	then	then	ADV
iajs-1019	67	29	replace	replace	VERB
iajs-1019	67	30	the	the	DET
iajs-1019	67	31	multiwavelet	multiwavelet	ADJ
iajs-1019	67	32	transform	transform	NOUN
iajs-1019	67	33	coefficients	coefficient	NOUN
iajs-1019	67	34	)	)	PUNCT
iajs-1019	67	35	(	(	PUNCT
iajs-1019	67	36	j	j	PROPN
iajs-1019	67	37	kg	kg	X
iajs-1019	67	38	by	by	ADP
iajs-1019	67	39	applying	apply	VERB
iajs-1019	67	40	the	the	DET
iajs-1019	67	41	sign	sign	NOUN
iajs-1019	67	42	function	function	NOUN
iajs-1019	67	43	on	on	ADP
iajs-1019	67	44	it	it	PRON
iajs-1019	67	45	and	and	CCONJ
iajs-1019	67	46	multiply	multiply	VERB
iajs-1019	67	47	the	the	DET
iajs-1019	67	48	result	result	NOUN
iajs-1019	67	49	by	by	ADP
iajs-1019	67	50	the	the	DET
iajs-1019	67	51	absolute	absolute	ADJ
iajs-1019	67	52	value	value	NOUN
iajs-1019	67	53	of	of	ADP
iajs-1019	67	54	the	the	DET
iajs-1019	67	55	coefficients	coefficient	NOUN
iajs-1019	67	56	then	then	ADV
iajs-1019	67	57	subtract	subtract	VERB
iajs-1019	67	58	the	the	DET
iajs-1019	67	59	value	value	NOUN
iajs-1019	67	60	of	of	ADP
iajs-1019	67	61	thv	thv	NOUN
iajs-1019	67	62	from	from	ADP
iajs-1019	67	63	the	the	DET
iajs-1019	67	64	final	final	ADJ
iajs-1019	67	65	result	result	NOUN
iajs-1019	67	66	if	if	SCONJ
iajs-1019	67	67	the	the	DET
iajs-1019	67	68	absolute	absolute	ADJ
iajs-1019	67	69	value	value	NOUN
iajs-1019	67	70	for	for	ADP
iajs-1019	67	71	multiwavelet	multiwavelet	ADJ
iajs-1019	67	72	transform	transform	NOUN
iajs-1019	67	73	coefficients	coefficient	NOUN
iajs-1019	67	74	)	)	PUNCT
iajs-1019	67	75	(	(	PUNCT
iajs-1019	67	76	j	j	NOUN
iajs-1019	67	77	kg	kg	PROPN
iajs-1019	67	78	is	be	AUX
iajs-1019	67	79	greater	great	ADJ
iajs-1019	67	80	than	than	ADP
iajs-1019	67	81	the	the	DET
iajs-1019	67	82	threshold	threshold	NOUN
iajs-1019	67	83	value	value	NOUN
iajs-1019	67	84	(	(	PUNCT
iajs-1019	67	85	thv	thv	NOUN
iajs-1019	67	86	)	)	PUNCT
iajs-1019	67	87	,	,	PUNCT
iajs-1019	67	88	else	else	ADV
iajs-1019	67	89	replace	replace	VERB
iajs-1019	67	90	it	it	PRON
iajs-1019	67	91	with	with	ADP
iajs-1019	67	92	a	a	DET
iajs-1019	67	93	zero	zero	NUM
iajs-1019	67	94	value	value	NOUN
iajs-1019	67	95	.	.	PUNCT
iajs-1019	68	1	3	3	X
iajs-1019	68	2	.	.	X
iajs-1019	68	3	apply	apply	VERB
iajs-1019	68	4	enhancement	enhancement	NOUN
iajs-1019	68	5	approach	approach	NOUN
iajs-1019	68	6	on	on	ADP
iajs-1019	68	7	the	the	DET
iajs-1019	68	8	high	high	ADJ
iajs-1019	68	9	pass	pass	NOUN
iajs-1019	68	10	region	region	NOUN
iajs-1019	68	11	for	for	ADP
iajs-1019	68	12	each	each	DET
iajs-1019	68	13	resultant	resultant	NOUN
iajs-1019	68	14	by	by	ADP
iajs-1019	68	15	using	use	VERB
iajs-1019	68	16	mean	mean	ADJ
iajs-1019	68	17	filter	filter	NOUN
iajs-1019	68	18	and	and	CCONJ
iajs-1019	68	19	leave	leave	VERB
iajs-1019	68	20	the	the	DET
iajs-1019	68	21	low	low	ADJ
iajs-1019	68	22	-	-	PUNCT
iajs-1019	68	23	pass	pass	NOUN
iajs-1019	68	24	components	component	NOUN
iajs-1019	68	25	as	as	SCONJ
iajs-1019	68	26	it	it	PRON
iajs-1019	68	27	is	be	AUX
iajs-1019	68	28	.	.	PUNCT
iajs-1019	69	1	4	4	X
iajs-1019	69	2	.	.	X
iajs-1019	69	3	inverse	inverse	VERB
iajs-1019	69	4	the	the	DET
iajs-1019	69	5	multiwavelet	multiwavelet	PROPN
iajs-1019	69	6	transform	transform	NOUN
iajs-1019	69	7	threshold	threshold	NOUN
iajs-1019	69	8	coefficients	coefficient	NOUN
iajs-1019	69	9	)	)	PUNCT
iajs-1019	69	10	(	(	PUNCT
iajs-1019	69	11	j	j	PROPN
iajs-1019	69	12	kâ	kâ	VERB
iajs-1019	69	13	to	to	PART
iajs-1019	69	14	retrieve	retrieve	VERB
iajs-1019	69	15	the	the	DET
iajs-1019	69	16	image	image	NOUN
iajs-1019	69	17	,	,	PUNCT
iajs-1019	69	18	and	and	CCONJ
iajs-1019	69	19	smooth	smooth	VERB
iajs-1019	69	20	each	each	DET
iajs-1019	69	21	resultant	resultant	NOUN
iajs-1019	69	22	block	block	NOUN
iajs-1019	69	23	by	by	ADP
iajs-1019	69	24	using	use	VERB
iajs-1019	69	25	mean	mean	ADJ
iajs-1019	69	26	filter	filter	NOUN
iajs-1019	69	27	,	,	PUNCT
iajs-1019	69	28	then	then	ADV
iajs-1019	69	29	group	group	NOUN
iajs-1019	69	30	the	the	DET
iajs-1019	69	31	resultant	resultant	NOUN
iajs-1019	69	32	four	four	NUM
iajs-1019	70	1	_	_	PUNCT
iajs-1019	71	1	_	_	PUNCT
iajs-1019	72	1	_	_	PUNCT
iajs-1019	73	1	_	_	PUNCT
iajs-1019	74	1	_	_	PUNCT
iajs-1019	75	1	_	_	PUNCT
iajs-1019	75	2	(	(	PUNCT
iajs-1019	75	3	3	3	X
iajs-1019	75	4	)	)	PUNCT
iajs-1019	75	5	signal.input	signal.input	NOUN
iajs-1019	75	6	the	the	PRON
iajs-1019	75	7	of	of	ADP
iajs-1019	75	8	length	length	NOUN
iajs-1019	75	9	the	the	PRON
iajs-1019	75	10	is	be	AUX
iajs-1019	75	11	where	where	SCONJ
iajs-1019	75	12	)	)	PUNCT
iajs-1019	75	13	)	)	PUNCT
iajs-1019	75	14	(	(	PUNCT
iajs-1019	75	15	2	2	NUM
iajs-1019	75	16	(	(	PUNCT
iajs-1019	75	17	n	n	NOUN
iajs-1019	75	18	n	n	NOUN
iajs-1019	75	19	e	e	NOUN
iajs-1019	75	20	log	log	PROPN
iajs-1019	75	21	z	z	PROPN
iajs-1019	75	22	σsqrtthv	σsqrtthv	PROPN
iajs-1019	76	1	2	2	NUM
iajs-1019	76	2	ihjpas	ihjpa	VERB
iajs-1019	76	3	ibn	ibn	PROPN
iajs-1019	76	4	alhaitham	alhaitham	PROPN
iajs-1019	76	5	j.	j.	PROPN
iajs-1019	76	6	for	for	ADP
iajs-1019	76	7	pure	pure	ADJ
iajs-1019	76	8	&	&	CCONJ
iajs-1019	76	9	appl	appl	PROPN
iajs-1019	76	10	.	.	PUNCT
iajs-1019	77	1	sci	sci	PROPN
iajs-1019	77	2	.	.	PUNCT
iajs-1019	78	1	vol.23	vol.23	PROPN
iajs-1019	78	2	(	(	PUNCT
iajs-1019	78	3	2	2	NUM
iajs-1019	78	4	)	)	PUNCT
iajs-1019	78	5	2010	2010	NUM
iajs-1019	78	6	blocks	block	NOUN
iajs-1019	78	7	with	with	ADP
iajs-1019	78	8	each	each	DET
iajs-1019	78	9	other	other	ADJ
iajs-1019	78	10	to	to	PART
iajs-1019	78	11	form	form	VERB
iajs-1019	78	12	the	the	DET
iajs-1019	78	13	denoised	denoised	ADJ
iajs-1019	78	14	smoothing	smooth	VERB
iajs-1019	78	15	image	image	NOUN
iajs-1019	78	16	which	which	PRON
iajs-1019	78	17	represents	represent	VERB
iajs-1019	78	18	the	the	DET
iajs-1019	78	19	final	final	ADJ
iajs-1019	78	20	result	result	NOUN
iajs-1019	78	21	from	from	ADP
iajs-1019	78	22	this	this	DET
iajs-1019	78	23	algorithm	algorithm	NOUN
iajs-1019	78	24	.	.	PUNCT
iajs-1019	79	1	figure	figure	NOUN
iajs-1019	79	2	(	(	PUNCT
iajs-1019	79	3	3	3	X
iajs-1019	79	4	)	)	PUNCT
iajs-1019	79	5	shows	show	VERB
iajs-1019	79	6	the	the	DET
iajs-1019	79	7	block	block	NOUN
iajs-1019	79	8	diagram	diagram	NOUN
iajs-1019	79	9	for	for	ADP
iajs-1019	79	10	this	this	DET
iajs-1019	79	11	proposed	propose	VERB
iajs-1019	79	12	algorithm	algorithm	NOUN
iajs-1019	79	13	.	.	PUNCT
iajs-1019	80	1	system	system	NOUN
iajs-1019	80	2	implementation	implementation	NOUN
iajs-1019	80	3	and	and	CCONJ
iajs-1019	80	4	requirements	requirement	NOUN
iajs-1019	80	5	the	the	DET
iajs-1019	80	6	system	system	NOUN
iajs-1019	80	7	is	be	AUX
iajs-1019	80	8	designed	design	VERB
iajs-1019	80	9	by	by	ADP
iajs-1019	80	10	dividing	divide	VERB
iajs-1019	80	11	into	into	ADP
iajs-1019	80	12	four	four	NUM
iajs-1019	80	13	main	main	ADJ
iajs-1019	80	14	parts	part	NOUN
iajs-1019	80	15	:	:	PUNCT
iajs-1019	80	16	1	1	X
iajs-1019	80	17	.	.	X
iajs-1019	80	18	dividing	divide	VERB
iajs-1019	80	19	the	the	DET
iajs-1019	80	20	noisy	noisy	ADJ
iajs-1019	80	21	image	image	NOUN
iajs-1019	80	22	into	into	ADP
iajs-1019	80	23	four	four	NUM
iajs-1019	80	24	blocks	block	NOUN
iajs-1019	80	25	,	,	PUNCT
iajs-1019	80	26	as	as	SCONJ
iajs-1019	80	27	shown	show	VERB
iajs-1019	80	28	in	in	ADP
iajs-1019	80	29	figure	figure	NOUN
iajs-1019	80	30	(	(	PUNCT
iajs-1019	80	31	4.a.1	4.a.1	NUM
iajs-1019	80	32	)	)	PUNCT
iajs-1019	80	33	.	.	PUNCT
iajs-1019	81	1	2	2	X
iajs-1019	81	2	.	.	X
iajs-1019	81	3	multiwavelet	multiwavelet	NOUN
iajs-1019	81	4	transforms	transform	VERB
iajs-1019	81	5	and	and	CCONJ
iajs-1019	81	6	it	it	PRON
iajs-1019	81	7	's	be	AUX
iajs-1019	81	8	inverse	inverse	NOUN
iajs-1019	81	9	,	,	PUNCT
iajs-1019	81	10	as	as	SCONJ
iajs-1019	81	11	shown	show	VERB
iajs-1019	81	12	in	in	ADP
iajs-1019	81	13	figure	figure	NOUN
iajs-1019	81	14	(	(	PUNCT
iajs-1019	81	15	4.a.2	4.a.2	NUM
iajs-1019	81	16	and	and	CCONJ
iajs-1019	81	17	4.b.1	4.b.1	NUM
iajs-1019	81	18	)	)	PUNCT
iajs-1019	81	19	.	.	PUNCT
iajs-1019	82	1	3	3	X
iajs-1019	82	2	.	.	X
iajs-1019	82	3	computing	compute	VERB
iajs-1019	82	4	soft	soft	ADJ
iajs-1019	82	5	-	-	PUNCT
iajs-1019	82	6	thresholding	thresholde	VERB
iajs-1019	82	7	values	value	NOUN
iajs-1019	82	8	,	,	PUNCT
iajs-1019	82	9	as	as	SCONJ
iajs-1019	82	10	shown	show	VERB
iajs-1019	82	11	in	in	ADP
iajs-1019	82	12	figure	figure	NOUN
iajs-1019	82	13	(	(	PUNCT
iajs-1019	82	14	4.a.3	4.a.3	NUM
iajs-1019	82	15	)	)	PUNCT
iajs-1019	82	16	.	.	PUNCT
iajs-1019	83	1	4	4	X
iajs-1019	83	2	.	.	X
iajs-1019	83	3	smoothing	smooth	VERB
iajs-1019	83	4	filter	filter	NOUN
iajs-1019	83	5	which	which	PRON
iajs-1019	83	6	is	be	AUX
iajs-1019	83	7	applied	apply	VERB
iajs-1019	83	8	two	two	NUM
iajs-1019	83	9	times	time	NOUN
iajs-1019	83	10	,	,	PUNCT
iajs-1019	83	11	as	as	SCONJ
iajs-1019	83	12	shown	show	VERB
iajs-1019	83	13	in	in	ADP
iajs-1019	83	14	figure	figure	NOUN
iajs-1019	83	15	(	(	PUNCT
iajs-1019	83	16	4.a.3	4.a.3	NUM
iajs-1019	83	17	and	and	CCONJ
iajs-1019	83	18	4.b.2	4.b.2	NUM
iajs-1019	83	19	)	)	PUNCT
iajs-1019	83	20	.	.	PUNCT
iajs-1019	84	1	by	by	ADP
iajs-1019	84	2	using	use	VERB
iajs-1019	84	3	the	the	DET
iajs-1019	84	4	specified	specified	ADJ
iajs-1019	84	5	system	system	NOUN
iajs-1019	84	6	requirements	requirement	NOUN
iajs-1019	84	7	,	,	PUNCT
iajs-1019	84	8	figures	figure	NOUN
iajs-1019	84	9	(	(	PUNCT
iajs-1019	84	10	4.a	4.a	NUM
iajs-1019	84	11	and	and	CCONJ
iajs-1019	84	12	4.b	4.b	NUM
iajs-1019	84	13	)	)	PUNCT
iajs-1019	84	14	will	will	AUX
iajs-1019	84	15	illustrate	illustrate	VERB
iajs-1019	84	16	how	how	SCONJ
iajs-1019	84	17	the	the	DET
iajs-1019	84	18	suggested	suggest	VERB
iajs-1019	84	19	algorithm	algorithm	NOUN
iajs-1019	84	20	has	have	AUX
iajs-1019	84	21	been	be	AUX
iajs-1019	84	22	work	work	NOUN
iajs-1019	84	23	here	here	ADV
iajs-1019	84	24	is	be	AUX
iajs-1019	84	25	the	the	DET
iajs-1019	84	26	table	table	NOUN
iajs-1019	84	27	of	of	ADP
iajs-1019	84	28	values	value	NOUN
iajs-1019	84	29	for	for	ADP
iajs-1019	84	30	comparing	compare	VERB
iajs-1019	84	31	between	between	ADP
iajs-1019	84	32	the	the	DET
iajs-1019	84	33	initial	initial	ADJ
iajs-1019	84	34	noisy	noisy	ADJ
iajs-1019	84	35	image	image	NOUN
iajs-1019	84	36	and	and	CCONJ
iajs-1019	84	37	the	the	DET
iajs-1019	84	38	resultant	resultant	NOUN
iajs-1019	84	39	final	final	ADJ
iajs-1019	84	40	enhanced	enhanced	ADJ
iajs-1019	84	41	image	image	NOUN
iajs-1019	84	42	to	to	PART
iajs-1019	84	43	improve	improve	VERB
iajs-1019	84	44	the	the	DET
iajs-1019	84	45	efficiency	efficiency	NOUN
iajs-1019	84	46	of	of	ADP
iajs-1019	84	47	the	the	DET
iajs-1019	84	48	proposed	propose	VERB
iajs-1019	84	49	algorithm	algorithm	NOUN
iajs-1019	84	50	,	,	PUNCT
iajs-1019	84	51	note	note	VERB
iajs-1019	84	52	that	that	SCONJ
iajs-1019	84	53	the	the	DET
iajs-1019	84	54	value	value	NOUN
iajs-1019	84	55	of	of	ADP
iajs-1019	84	56	snr	snr	PROPN
iajs-1019	84	57	(	(	PUNCT
iajs-1019	84	58	signal	signal	VERB
iajs-1019	84	59	to	to	PART
iajs-1019	84	60	noise	noise	VERB
iajs-1019	84	61	ratio	ratio	NOUN
iajs-1019	84	62	)	)	PUNCT
iajs-1019	84	63	is	be	AUX
iajs-1019	84	64	computed	compute	VERB
iajs-1019	84	65	using	use	VERB
iajs-1019	84	66	the	the	DET
iajs-1019	84	67	following	follow	VERB
iajs-1019	84	68	equation	equation	NOUN
iajs-1019	84	69	:	:	PUNCT
iajs-1019	84	70	where	where	SCONJ
iajs-1019	84	71	:	:	PUNCT
iajs-1019	84	72			PROPN
iajs-1019	84	73	cri	cri	X
iajs-1019	84	74	,	,	PUNCT
iajs-1019	84	75	ˆ	ˆ	PROPN
iajs-1019	84	76	represents	represent	VERB
iajs-1019	84	77	the	the	DET
iajs-1019	84	78	signal	signal	NOUN
iajs-1019	84	79	(	(	PUNCT
iajs-1019	84	80	the	the	DET
iajs-1019	84	81	denoised	denoise	VERB
iajs-1019	84	82	image	image	NOUN
iajs-1019	84	83	)	)	PUNCT
iajs-1019	84	84	with	with	ADP
iajs-1019	84	85	r	r	NOUN
iajs-1019	84	86	-	-	PUNCT
iajs-1019	84	87	row	row	NOUN
iajs-1019	84	88	of	of	ADP
iajs-1019	84	89	size	size	NOUN
iajs-1019	84	90	equal	equal	ADJ
iajs-1019	84	91	to	to	ADP
iajs-1019	84	92	m	m	PROPN
iajs-1019	84	93	and	and	CCONJ
iajs-1019	84	94	ccolumn	ccolumn	PROPN
iajs-1019	84	95	of	of	ADP
iajs-1019	84	96	size	size	NOUN
iajs-1019	84	97	equal	equal	ADJ
iajs-1019	84	98	to	to	ADP
iajs-1019	84	99	n.	n.	PROPN
iajs-1019	84	100			PROPN
iajs-1019	84	101	crx	crx	NOUN
iajs-1019	84	102	,	,	PUNCT
iajs-1019	84	103	represent	represent	VERB
iajs-1019	84	104	the	the	DET
iajs-1019	84	105	errors	error	NOUN
iajs-1019	84	106	(	(	PUNCT
iajs-1019	84	107	the	the	DET
iajs-1019	84	108	noisy	noisy	ADJ
iajs-1019	84	109	image	image	NOUN
iajs-1019	84	110	)	)	PUNCT
iajs-1019	84	111	with	with	ADP
iajs-1019	84	112	r	r	NOUN
iajs-1019	84	113	-	-	PUNCT
iajs-1019	84	114	row	row	NOUN
iajs-1019	84	115	of	of	ADP
iajs-1019	84	116	size	size	NOUN
iajs-1019	84	117	equal	equal	ADJ
iajs-1019	84	118	to	to	ADP
iajs-1019	84	119	m	m	PROPN
iajs-1019	84	120	and	and	CCONJ
iajs-1019	84	121	c	c	NOUN
iajs-1019	84	122	-	-	PUNCT
iajs-1019	84	123	column	column	NOUN
iajs-1019	84	124	of	of	ADP
iajs-1019	84	125	size	size	NOUN
iajs-1019	84	126	equal	equal	ADJ
iajs-1019	84	127	to	to	ADP
iajs-1019	84	128	n.	n.	NOUN
iajs-1019	84	129	note	note	VERB
iajs-1019	84	130	that	that	SCONJ
iajs-1019	84	131	the	the	DET
iajs-1019	84	132	large	large	ADJ
iajs-1019	84	133	number	number	NOUN
iajs-1019	84	134	for	for	ADP
iajs-1019	84	135	the	the	DET
iajs-1019	84	136	value	value	NOUN
iajs-1019	84	137	of	of	ADP
iajs-1019	84	138	snr	snr	PROPN
iajs-1019	84	139	means	mean	VERB
iajs-1019	84	140	we	we	PRON
iajs-1019	84	141	get	get	VERB
iajs-1019	84	142	a	a	DET
iajs-1019	84	143	better	well	ADJ
iajs-1019	84	144	image	image	NOUN
iajs-1019	84	145	conclusions	conclusion	NOUN
iajs-1019	84	146	this	this	DET
iajs-1019	84	147	paper	paper	NOUN
iajs-1019	84	148	presents	present	VERB
iajs-1019	84	149	a	a	DET
iajs-1019	84	150	new	new	ADJ
iajs-1019	84	151	technique	technique	NOUN
iajs-1019	84	152	for	for	ADP
iajs-1019	84	153	image	image	NOUN
iajs-1019	84	154	denoising	denoise	VERB
iajs-1019	84	155	through	through	ADP
iajs-1019	84	156	the	the	DET
iajs-1019	84	157	use	use	NOUN
iajs-1019	84	158	of	of	ADP
iajs-1019	84	159	multiwavelet	multiwavelet	ADJ
iajs-1019	84	160	soft	soft	ADJ
iajs-1019	84	161	-	-	PUNCT
iajs-1019	84	162	thresholding	thresholding	NOUN
iajs-1019	84	163	.	.	PUNCT
iajs-1019	85	1	using	use	VERB
iajs-1019	85	2	this	this	DET
iajs-1019	85	3	method	method	NOUN
iajs-1019	85	4	,	,	PUNCT
iajs-1019	85	5	image	image	NOUN
iajs-1019	85	6	noise	noise	NOUN
iajs-1019	85	7	can	can	AUX
iajs-1019	85	8	be	be	AUX
iajs-1019	85	9	reduced	reduce	VERB
iajs-1019	85	10	effectively	effectively	ADV
iajs-1019	85	11	and	and	CCONJ
iajs-1019	85	12	little	little	ADJ
iajs-1019	85	13	image	image	NOUN
iajs-1019	85	14	detail	detail	NOUN
iajs-1019	85	15	is	be	AUX
iajs-1019	85	16	lost	lose	VERB
iajs-1019	85	17	.	.	PUNCT
iajs-1019	86	1	multiwavelet	multiwavelet	PROPN
iajs-1019	86	2	transform	transform	NOUN
iajs-1019	86	3	have	have	VERB
iajs-1019	86	4	a	a	DET
iajs-1019	86	5	great	great	ADJ
iajs-1019	86	6	and	and	CCONJ
iajs-1019	86	7	important	important	ADJ
iajs-1019	86	8	role	role	NOUN
iajs-1019	86	9	in	in	ADP
iajs-1019	86	10	image	image	NOUN
iajs-1019	86	11	denoising	denoising	NOUN
iajs-1019	86	12	and	and	CCONJ
iajs-1019	86	13	enhancement	enhancement	NOUN
iajs-1019	86	14	due	due	ADP
iajs-1019	86	15	to	to	ADP
iajs-1019	86	16	its	its	PRON
iajs-1019	86	17	multi	multi	ADJ
iajs-1019	86	18	-	-	ADJ
iajs-1019	86	19	resolution	resolution	NOUN
iajs-1019	86	20	analysis	analysis	NOUN
iajs-1019	86	21	.	.	PUNCT
iajs-1019	87	1	it	it	PRON
iajs-1019	87	2	depends	depend	VERB
iajs-1019	87	3	on	on	ADP
iajs-1019	87	4	the	the	DET
iajs-1019	87	5	same	same	ADJ
iajs-1019	87	6	principles	principle	NOUN
iajs-1019	87	7	of	of	ADP
iajs-1019	87	8	wavelet	wavelet	NOUN
iajs-1019	87	9	transform	transform	NOUN
iajs-1019	87	10	with	with	ADP
iajs-1019	87	11	different	different	ADJ
iajs-1019	87	12	two	two	NUM
iajs-1019	87	13	-	-	PUNCT
iajs-1019	87	14	dimensional	dimensional	ADJ
iajs-1019	87	15	filters	filter	NOUN
iajs-1019	87	16	and	and	CCONJ
iajs-1019	87	17	with	with	ADP
iajs-1019	87	18	pre	pre	ADJ
iajs-1019	87	19	/	/	SYM
iajs-1019	87	20	post	post	ADJ
iajs-1019	87	21	processing	processing	NOUN
iajs-1019	87	22	mechanisms	mechanism	NOUN
iajs-1019	87	23	.	.	PUNCT
iajs-1019	88	1	from	from	ADP
iajs-1019	88	2	the	the	DET
iajs-1019	88	3	work	work	NOUN
iajs-1019	88	4	in	in	ADP
iajs-1019	88	5	this	this	DET
iajs-1019	88	6	paper	paper	NOUN
iajs-1019	88	7	,	,	PUNCT
iajs-1019	88	8	the	the	DET
iajs-1019	88	9	following	follow	VERB
iajs-1019	88	10	points	point	NOUN
iajs-1019	88	11	are	be	AUX
iajs-1019	88	12	concluded	conclude	VERB
iajs-1019	88	13	:	:	PUNCT
iajs-1019	88	14	1	1	X
iajs-1019	88	15	.	.	X
iajs-1019	88	16	dividing	divide	VERB
iajs-1019	88	17	image	image	NOUN
iajs-1019	88	18	into	into	ADP
iajs-1019	88	19	blocks	block	NOUN
iajs-1019	88	20	of	of	ADP
iajs-1019	88	21	equal	equal	ADJ
iajs-1019	88	22	size	size	NOUN
iajs-1019	88	23	not	not	PART
iajs-1019	88	24	for	for	ADP
iajs-1019	88	25	improving	improve	VERB
iajs-1019	88	26	the	the	DET
iajs-1019	88	27	enhancement	enhancement	NOUN
iajs-1019	88	28	process	process	NOUN
iajs-1019	88	29	but	but	CCONJ
iajs-1019	88	30	to	to	PART
iajs-1019	88	31	improve	improve	VERB
iajs-1019	88	32	the	the	DET
iajs-1019	88	33	performance	performance	NOUN
iajs-1019	88	34	of	of	ADP
iajs-1019	88	35	the	the	DET
iajs-1019	88	36	algorithm	algorithm	NOUN
iajs-1019	88	37	by	by	ADP
iajs-1019	88	38	reducing	reduce	VERB
iajs-1019	88	39	the	the	DET
iajs-1019	88	40	time	time	NOUN
iajs-1019	88	41	of	of	ADP
iajs-1019	88	42	p	p	NOUN
iajs-1019	88	43	rocessing	rocesse	VERB
iajs-1019	88	44	.	.	PUNCT
iajs-1019	89	1	the	the	DET
iajs-1019	89	2	purpose	purpose	NOUN
iajs-1019	89	3	from	from	ADP
iajs-1019	89	4	dividing	divide	VERB
iajs-1019	89	5	the	the	DET
iajs-1019	89	6	image	image	NOUN
iajs-1019	89	7	into	into	ADP
iajs-1019	89	8	four	four	NUM
iajs-1019	89	9	blocks	block	NOUN
iajs-1019	89	10	of	of	ADP
iajs-1019	89	11	equal	equal	ADJ
iajs-1019	89	12	sizes	size	NOUN
iajs-1019	89	13	is	be	AUX
iajs-1019	89	14	to	to	ADP
iajs-1019	89	15	concurrent	concurrent	NOUN
iajs-1019	89	16	processed	process	VERB
iajs-1019	89	17	in	in	ADP
iajs-1019	89	18	order	order	NOUN
iajs-1019	89	19	to	to	PART
iajs-1019	89	20	increase	increase	VERB
iajs-1019	89	21	the	the	DET
iajs-1019	89	22	performance	performance	NOUN
iajs-1019	89	23	of	of	ADP
iajs-1019	89	24	the	the	DET
iajs-1019	89	25	enhancement	enhancement	NOUN
iajs-1019	89	26	process	process	NOUN
iajs-1019	89	27	and	and	CCONJ
iajs-1019	89	28	to	to	PART
iajs-1019	89	29	decease	decease	VERB
iajs-1019	89	30	the	the	DET
iajs-1019	89	31	time	time	NOUN
iajs-1019	89	32	that	that	PRON
iajs-1019	89	33	is	be	AUX
iajs-1019	89	34	needed	need	VERB
iajs-1019	89	35	for	for	ADP
iajs-1019	89	36	implementation	implementation	NOUN
iajs-1019	89	37	by	by	ADP
iajs-1019	89	38	applying	apply	VERB
iajs-1019	89	39	the	the	DET
iajs-1019	89	40	proposed	propose	VERB
iajs-1019	89	41	algorithm	algorithm	NOUN
iajs-1019	89	42	on	on	ADP
iajs-1019	89	43	all	all	DET
iajs-1019	89	44	four	four	NUM
iajs-1019	89	45	blocks	block	NOUN
iajs-1019	89	46	concurrently	concurrently	ADV
iajs-1019	89	47	(	(	PUNCT
iajs-1019	89	48	at	at	ADP
iajs-1019	89	49	the	the	DET
iajs-1019	89	50	same	same	ADJ
iajs-1019	89	51	time	time	NOUN
iajs-1019	89	52	)	)	PUNCT
iajs-1019	89	53	.	.	PUNCT
iajs-1019	90	1	this	this	PRON
iajs-1019	90	2	will	will	AUX
iajs-1019	90	3	led	lead	VERB
iajs-1019	90	4	to	to	PART
iajs-1019	90	5	reduce	reduce	VERB
iajs-1019	90	6	the	the	DET
iajs-1019	90	7	time	time	NOUN
iajs-1019	90	8	of	of	ADP
iajs-1019	90	9	implementation	implementation	NOUN
iajs-1019	90	10	to	to	ADP
iajs-1019	90	11	a	a	DET
iajs-1019	90	12	rate	rate	NOUN
iajs-1019	90	13	equal	equal	ADJ
iajs-1019	90	14	the	the	DET
iajs-1019	90	15	number	number	NOUN
iajs-1019	90	16	of	of	ADP
iajs-1019	90	17	blocks	block	NOUN
iajs-1019	90	18	,	,	PUNCT
iajs-1019	90	19	i.e.	i.e.	X
iajs-1019	90	20	,	,	PUNCT
iajs-1019	90	21	if	if	SCONJ
iajs-1019	90	22	the	the	DET
iajs-1019	90	23	image	image	NOUN
iajs-1019	90	24	is	be	AUX
iajs-1019	90	25	divided	divide	VERB
iajs-1019	90	26	into	into	ADP
iajs-1019	90	27	16	16	NUM
iajs-1019	90	28	blocks	block	NOUN
iajs-1019	90	29	of	of	ADP
iajs-1019	90	30	equals	equal	NOUN
iajs-1019	90	31	size	size	NOUN
iajs-1019	90	32	,	,	PUNCT
iajs-1019	90	33	the	the	DET
iajs-1019	90	34	time	time	NOUN
iajs-1019	90	35	needed	need	VERB
iajs-1019	90	36	to	to	PART
iajs-1019	90	37	perform	perform	VERB
iajs-1019	90	38	this	this	DET
iajs-1019	90	39	algorithm	algorithm	NOUN
iajs-1019	90	40	is	be	AUX
iajs-1019	90	41	reduced	reduce	VERB
iajs-1019	90	42	to	to	ADP
iajs-1019	90	43	the	the	DET
iajs-1019	90	44	number	number	NOUN
iajs-1019	90	45	of	of	ADP
iajs-1019	90	46	blocks	block	NOUN
iajs-1019	90	47	which	which	PRON
iajs-1019	90	48	is	be	AUX
iajs-1019	90	49	here	here	ADV
iajs-1019	90	50	8	8	NUM
iajs-1019	90	51	units	unit	NOUN
iajs-1019	90	52	of	of	ADP
iajs-1019	90	53	time	time	NOUN
iajs-1019	90	54	.	.	PUNCT
iajs-1019	91	1	2	2	X
iajs-1019	91	2	.	.	PUNCT
iajs-1019	91	3	by	by	ADP
iajs-1019	91	4	computing	compute	VERB
iajs-1019	91	5	the	the	DET
iajs-1019	91	6	value	value	NOUN
iajs-1019	91	7	of	of	ADP
iajs-1019	91	8	snr	snr	NOUN
iajs-1019	91	9	we	we	PRON
iajs-1019	91	10	can	can	AUX
iajs-1019	91	11	conclude	conclude	VERB
iajs-1019	91	12	that	that	SCONJ
iajs-1019	91	13	the	the	DET
iajs-1019	91	14	value	value	NOUN
iajs-1019	91	15	of	of	ADP
iajs-1019	91	16	snr	snr	NOUN
iajs-1019	91	17	for	for	ADP
iajs-1019	91	18	the	the	DET
iajs-1019	91	19	noisy	noisy	ADJ
iajs-1019	91	20	image	image	NOUN
iajs-1019	91	21	(	(	PUNCT
iajs-1019	91	22	initial	initial	ADJ
iajs-1019	91	23	noisy	noisy	ADJ
iajs-1019	91	24	image	image	NOUN
iajs-1019	91	25	)	)	PUNCT
iajs-1019	91	26	is	be	AUX
iajs-1019	91	27	equal	equal	ADJ
iajs-1019	91	28	to	to	ADP
iajs-1019	91	29	0.0783	0.0783	NUM
iajs-1019	91	30	,	,	PUNCT
iajs-1019	91	31	this	this	DET
iajs-1019	91	32	value	value	NOUN
iajs-1019	91	33	is	be	AUX
iajs-1019	91	34	the	the	DET
iajs-1019	91	35	same	same	ADJ
iajs-1019	91	36	for	for	ADP
iajs-1019	91	37	each	each	DET
iajs-1019	91	38	block	block	NOUN
iajs-1019	91	39	after	after	ADP
iajs-1019	91	40	dividing	divide	VERB
iajs-1019	91	41	process	process	NOUN
iajs-1019	91	42	,	,	PUNCT
iajs-1019	91	43	while	while	SCONJ
iajs-1019	91	44	this	this	DET
iajs-1019	91	45	value	value	NOUN
iajs-1019	91	46	will	will	AUX
iajs-1019	91	47	be	be	AUX
iajs-1019	91	48	3.0938	3.0938	NUM
iajs-1019	91	49	and	and	CCONJ
iajs-1019	91	50	the	the	DET
iajs-1019	91	51	same	same	ADJ
iajs-1019	91	52	for	for	ADP
iajs-1019	91	53	each	each	DET
iajs-1019	91	54	block	block	NOUN
iajs-1019	91	55	after	after	ADP
iajs-1019	91	56	applying	apply	VERB
iajs-1019	91	57	the	the	DET
iajs-1019	91	58	proposed	propose	VERB
iajs-1019	91	59	algorithm	algorithm	NOUN
iajs-1019	91	60	.	.	PUNCT
iajs-1019	92	1	this	this	PRON
iajs-1019	92	2	will	will	AUX
iajs-1019	92	3	led	lead	VERB
iajs-1019	92	4	to	to	PART
iajs-1019	92	5	show	show	VERB
iajs-1019	92	6	that	that	SCONJ
iajs-1019	92	7	the	the	DET
iajs-1019	92	8	value	value	NOUN
iajs-1019	92	9	of	of	ADP
iajs-1019	92	10	snr	snr	NOUN
iajs-1019	92	11	_	_	PUNCT
iajs-1019	93	1	_	_	PUNCT
iajs-1019	94	1	_	_	PUNCT
iajs-1019	95	1	_	_	PUNCT
iajs-1019	96	1	_	_	PUNCT
iajs-1019	97	1	_	_	PUNCT
iajs-1019	97	2	(	(	PUNCT
iajs-1019	97	3	4	4	X
iajs-1019	97	4	)	)	PUNCT
iajs-1019	97	5			NOUN
iajs-1019	97	6			NOUN
iajs-1019	98	1			PUNCT
iajs-1019	98	2			NOUN
iajs-1019	98	3			PUNCT
iajs-1019	98	4			NOUN
iajs-1019	98	5			NOUN
iajs-1019	98	6			PROPN
iajs-1019	98	7			PROPN
iajs-1019	99	1			PROPN
iajs-1019	99	2			PUNCT
iajs-1019	99	3			NOUN
iajs-1019	99	4			PROPN
iajs-1019	99	5			PROPN
iajs-1019	99	6			X
iajs-1019	99	7			NOUN
iajs-1019	99	8			NOUN
iajs-1019	99	9			NOUN
iajs-1019	99	10			NOUN
iajs-1019	99	11			NOUN
iajs-1019	99	12			VERB
iajs-1019	99	13			PROPN
iajs-1019	99	14			PROPN
iajs-1019	99	15			PROPN
iajs-1019	99	16			X
iajs-1019	99	17			X
iajs-1019	99	18			X
iajs-1019	99	19			X
iajs-1019	99	20			VERB
iajs-1019	99	21			NUM
iajs-1019	99	22			PROPN
iajs-1019	99	23			PROPN
iajs-1019	99	24			PROPN
iajs-1019	99	25			PROPN
iajs-1019	99	26			NOUN
iajs-1019	99	27			NOUN
iajs-1019	99	28	1	1	NUM
iajs-1019	99	29	0	0	NUM
iajs-1019	99	30	1	1	NUM
iajs-1019	99	31	0	0	NUM
iajs-1019	99	32	2	2	NUM
iajs-1019	99	33	1	1	NUM
iajs-1019	99	34	0	0	NUM
iajs-1019	99	35	1	1	NUM
iajs-1019	99	36	0	0	NUM
iajs-1019	99	37	2	2	NUM
iajs-1019	99	38	10	10	NUM
iajs-1019	99	39	,	,	PUNCT
iajs-1019	99	40	,	,	PUNCT
iajs-1019	99	41	,	,	PUNCT
iajs-1019	99	42	ˆ	ˆ	PROPN
iajs-1019	99	43	log10	log10	PROPN
iajs-1019	99	44	m	m	PROPN
iajs-1019	99	45	r	r	NOUN
iajs-1019	99	46	n	n	PROPN
iajs-1019	99	47	c	c	NOUN
iajs-1019	99	48	m	m	NOUN
iajs-1019	99	49	r	r	NOUN
iajs-1019	99	50	n	n	PROPN
iajs-1019	99	51	c	c	PROPN
iajs-1019	99	52	crcrx	crcrx	PROPN
iajs-1019	99	53	cri	cri	PROPN
iajs-1019	99	54	snr	snr	PROPN
iajs-1019	99	55	ihjpas	ihjpa	VERB
iajs-1019	99	56	ibn	ibn	PROPN
iajs-1019	99	57	alhaitham	alhaitham	PROPN
iajs-1019	99	58	j.	j.	PROPN
iajs-1019	99	59	for	for	ADP
iajs-1019	99	60	pure	pure	ADJ
iajs-1019	99	61	&	&	CCONJ
iajs-1019	99	62	appl	appl	PROPN
iajs-1019	99	63	.	.	PUNCT
iajs-1019	100	1	sci	sci	PROPN
iajs-1019	100	2	.	.	PUNCT
iajs-1019	101	1	vol.23	vol.23	PROPN
iajs-1019	101	2	(	(	PUNCT
iajs-1019	101	3	2	2	NUM
iajs-1019	101	4	)	)	PUNCT
iajs-1019	101	5	2010	2010	NUM
iajs-1019	101	6	3	3	NUM
iajs-1019	101	7	.	.	PUNCT
iajs-1019	101	8	could	could	AUX
iajs-1019	101	9	not	not	PART
iajs-1019	101	10	be	be	AUX
iajs-1019	101	11	changed	change	VERB
iajs-1019	101	12	depending	depend	VERB
iajs-1019	101	13	on	on	ADP
iajs-1019	101	14	dividing	divide	VERB
iajs-1019	101	15	blocks	block	NOUN
iajs-1019	101	16	and	and	CCONJ
iajs-1019	101	17	the	the	DET
iajs-1019	101	18	proof	proof	NOUN
iajs-1019	101	19	for	for	ADP
iajs-1019	101	20	this	this	PRON
iajs-1019	101	21	is	be	AUX
iajs-1019	101	22	snr	snr	PROPN
iajs-1019	101	23	still	still	ADV
iajs-1019	101	24	have	have	VERB
iajs-1019	101	25	the	the	DET
iajs-1019	101	26	same	same	ADJ
iajs-1019	101	27	value	value	NOUN
iajs-1019	101	28	,	,	PUNCT
iajs-1019	101	29	but	but	CCONJ
iajs-1019	101	30	snr	snr	NOUN
iajs-1019	101	31	will	will	AUX
iajs-1019	101	32	be	be	AUX
iajs-1019	101	33	changed	change	VERB
iajs-1019	101	34	after	after	ADP
iajs-1019	101	35	applying	apply	VERB
iajs-1019	101	36	the	the	DET
iajs-1019	101	37	algorithm	algorithm	NOUN
iajs-1019	101	38	and	and	CCONJ
iajs-1019	101	39	table	table	NOUN
iajs-1019	101	40	(	(	PUNCT
iajs-1019	101	41	1	1	X
iajs-1019	101	42	)	)	PUNCT
iajs-1019	101	43	shows	show	VERB
iajs-1019	101	44	that	that	PRON
iajs-1019	101	45	.	.	PUNCT
iajs-1019	102	1	4	4	X
iajs-1019	102	2	.	.	X
iajs-1019	102	3	several	several	ADJ
iajs-1019	102	4	papers	paper	NOUN
iajs-1019	102	5	and	and	CCONJ
iajs-1019	102	6	researches	research	VERB
iajs-1019	102	7	deal	deal	VERB
iajs-1019	102	8	with	with	ADP
iajs-1019	102	9	wavelet	wavelet	NOUN
iajs-1019	102	10	transformation	transformation	NOUN
iajs-1019	102	11	that	that	PRON
iajs-1019	102	12	is	be	AUX
iajs-1019	102	13	used	use	VERB
iajs-1019	102	14	in	in	ADP
iajs-1019	102	15	image	image	NOUN
iajs-1019	102	16	denoising	denoising	NOUN
iajs-1019	102	17	and	and	CCONJ
iajs-1019	102	18	compression	compression	NOUN
iajs-1019	102	19	due	due	ADJ
iajs-1019	102	20	to	to	ADP
iajs-1019	102	21	the	the	DET
iajs-1019	102	22	properties	property	NOUN
iajs-1019	102	23	of	of	ADP
iajs-1019	102	24	this	this	DET
iajs-1019	102	25	transform	transform	NOUN
iajs-1019	102	26	.	.	PUNCT
iajs-1019	103	1	these	these	DET
iajs-1019	103	2	properties	property	NOUN
iajs-1019	103	3	are	be	AUX
iajs-1019	103	4	orthogonality	orthogonality	NOUN
iajs-1019	103	5	,	,	PUNCT
iajs-1019	103	6	compact	compact	ADJ
iajs-1019	103	7	support	support	NOUN
iajs-1019	103	8	,	,	PUNCT
iajs-1019	103	9	linear	linear	ADJ
iajs-1019	103	10	phase	phase	NOUN
iajs-1019	103	11	,	,	PUNCT
iajs-1019	103	12	and	and	CCONJ
iajs-1019	103	13	high	high	ADJ
iajs-1019	103	14	approximation	approximation	NOUN
iajs-1019	103	15	/	/	SYM
iajs-1019	103	16	vanishin	vanishin	NOUN
iajs-1019	103	17	g	g	NOUN
iajs-1019	103	18	moments	moment	NOUN
iajs-1019	103	19	of	of	ADP
iajs-1019	103	20	the	the	DET
iajs-1019	103	21	basis	basis	NOUN
iajs-1019	103	22	function	function	NOUN
iajs-1019	103	23	,	,	PUNCT
iajs-1019	103	24	are	be	AUX
iajs-1019	103	25	found	find	VERB
iajs-1019	103	26	to	to	PART
iajs-1019	103	27	be	be	AUX
iajs-1019	103	28	useful	useful	ADJ
iajs-1019	103	29	in	in	ADP
iajs-1019	103	30	image	image	NOUN
iajs-1019	103	31	processing	processing	NOUN
iajs-1019	103	32	techniques	technique	NOUN
iajs-1019	103	33	.	.	PUNCT
iajs-1019	104	1	unfortunately	unfortunately	ADV
iajs-1019	104	2	,	,	PUNCT
iajs-1019	104	3	the	the	DET
iajs-1019	104	4	wavelets	wavelet	NOUN
iajs-1019	104	5	can	can	AUX
iajs-1019	104	6	never	never	ADV
iajs-1019	104	7	possess	possess	VERB
iajs-1019	104	8	all	all	DET
iajs-1019	104	9	the	the	DET
iajs-1019	104	10	above	above	ADV
iajs-1019	104	11	mentioned	mention	VERB
iajs-1019	104	12	properties	property	NOUN
iajs-1019	104	13	simultaneously	simultaneously	ADV
iajs-1019	104	14	multiwavelet	multiwavelet	ADJ
iajs-1019	104	15	possesses	possesse	NOUN
iajs-1019	104	16	more	more	ADJ
iajs-1019	104	17	than	than	ADP
iajs-1019	104	18	one	one	NUM
iajs-1019	104	19	scaling	scale	VERB
iajs-1019	104	20	function	function	NOUN
iajs-1019	104	21	offer	offer	VERB
iajs-1019	104	22	the	the	DET
iajs-1019	104	23	possibility	possibility	NOUN
iajs-1019	104	24	of	of	ADP
iajs-1019	104	25	superior	superior	ADJ
iajs-1019	104	26	performance	performance	NOUN
iajs-1019	104	27	and	and	CCONJ
iajs-1019	104	28	high	high	ADJ
iajs-1019	104	29	degree	degree	NOUN
iajs-1019	104	30	of	of	ADP
iajs-1019	104	31	freedom	freedom	NOUN
iajs-1019	104	32	for	for	ADP
iajs-1019	104	33	image	image	NOUN
iajs-1019	104	34	processing	processing	NOUN
iajs-1019	104	35	applications	application	NOUN
iajs-1019	104	36	,	,	PUNCT
iajs-1019	104	37	compared	compare	VERB
iajs-1019	104	38	with	with	ADP
iajs-1019	104	39	scalar	scalar	ADJ
iajs-1019	104	40	wavelets	wavelet	NOUN
iajs-1019	104	41	.	.	PUNCT
iajs-1019	105	1	multiwavelet	multiwavelet	PROPN
iajs-1019	105	2	can	can	AUX
iajs-1019	105	3	achieve	achieve	VERB
iajs-1019	105	4	better	well	ADJ
iajs-1019	105	5	level	level	NOUN
iajs-1019	105	6	of	of	ADP
iajs-1019	105	7	performance	performance	NOUN
iajs-1019	105	8	than	than	ADP
iajs-1019	105	9	scalar	scalar	ADJ
iajs-1019	105	10	wavelets	wavelet	NOUN
iajs-1019	105	11	with	with	ADP
iajs-1019	105	12	similar	similar	ADJ
iajs-1019	105	13	computational	computational	ADJ
iajs-1019	105	14	complexity	complexity	NOUN
iajs-1019	105	15	.	.	PUNCT
iajs-1019	106	1	dealing	deal	VERB
iajs-1019	106	2	with	with	ADP
iajs-1019	106	3	image	image	NOUN
iajs-1019	106	4	denoising	denoising	NOUN
iajs-1019	106	5	using	use	VERB
iajs-1019	106	6	multiwavelet	multiwavelet	ADJ
iajs-1019	106	7	transform	transform	NOUN
iajs-1019	106	8	,	,	PUNCT
iajs-1019	106	9	gives	give	VERB
iajs-1019	106	10	an	an	DET
iajs-1019	106	11	idea	idea	NOUN
iajs-1019	106	12	that	that	SCONJ
iajs-1019	106	13	multiwavelet	multiwavelet	PROPN
iajs-1019	106	14	eliminates	eliminate	VERB
iajs-1019	106	15	the	the	DET
iajs-1019	106	16	noise	noise	NOUN
iajs-1019	106	17	from	from	ADP
iajs-1019	106	18	images	image	NOUN
iajs-1019	106	19	better	well	ADV
iajs-1019	106	20	than	than	ADP
iajs-1019	106	21	using	use	VERB
iajs-1019	106	22	the	the	DET
iajs-1019	106	23	wavelet	wavelet	NOUN
iajs-1019	106	24	transform	transform	NOUN
iajs-1019	106	25	.	.	PUNCT
iajs-1019	107	1	5	5	X
iajs-1019	107	2	.	.	X
iajs-1019	107	3	there	there	PRON
iajs-1019	107	4	are	be	VERB
iajs-1019	107	5	two	two	NUM
iajs-1019	107	6	important	important	ADJ
iajs-1019	107	7	parameters	parameter	NOUN
iajs-1019	107	8	in	in	ADP
iajs-1019	107	9	multiwavelet	multiwavelet	ADJ
iajs-1019	107	10	thresholding	thresholde	VERB
iajs-1019	107	11	denois	denois	NOUN
iajs-1019	107	12	ing	ing	ADJ
iajs-1019	107	13	algorithm	algorithm	NOUN
iajs-1019	107	14	namely	namely	ADV
iajs-1019	107	15	the	the	DET
iajs-1019	107	16	threshold	threshold	NOUN
iajs-1019	107	17	value	value	NOUN
iajs-1019	107	18	(	(	PUNCT
iajs-1019	107	19	thv	thv	NOUN
iajs-1019	107	20	)	)	PUNCT
iajs-1019	107	21	and	and	CCONJ
iajs-1019	107	22	the	the	DET
iajs-1019	107	23	multiwavelet	multiwavelet	ADJ
iajs-1019	107	24	basis	basis	NOUN
iajs-1019	107	25	.	.	PUNCT
iajs-1019	108	1	for	for	ADP
iajs-1019	108	2	the	the	DET
iajs-1019	108	3	first	first	ADJ
iajs-1019	108	4	parameter	parameter	NOUN
iajs-1019	108	5	,	,	PUNCT
iajs-1019	108	6	it	it	PRON
iajs-1019	108	7	is	be	AUX
iajs-1019	108	8	found	find	VERB
iajs-1019	108	9	that	that	SCONJ
iajs-1019	108	10	the	the	DET
iajs-1019	108	11	optimal	optimal	ADJ
iajs-1019	108	12	threshold	threshold	NOUN
iajs-1019	108	13	value	value	NOUN
iajs-1019	108	14	can	can	AUX
iajs-1019	108	15	be	be	AUX
iajs-1019	108	16	computed	compute	VERB
iajs-1019	108	17	as	as	ADP
iajs-1019	108	18	bz	bz	PROPN
iajs-1019	108	19	,	,	PUNCT
iajs-1019	108	20	where	where	SCONJ
iajs-1019	108	21	b	b	NOUN
iajs-1019	108	22	is	be	AUX
iajs-1019	108	23	a	a	DET
iajs-1019	108	24	constant	constant	ADJ
iajs-1019	108	25	.	.	PUNCT
iajs-1019	109	1	references	reference	NOUN
iajs-1019	109	2	1	1	NUM
iajs-1019	109	3	.	.	PUNCT
iajs-1019	110	1	strang	strang	PROPN
iajs-1019	110	2	,	,	PUNCT
iajs-1019	110	3	g.	g.	PROPN
iajs-1019	110	4	and	and	CCONJ
iajs-1019	110	5	strela	strela	PROPN
iajs-1019	110	6	,	,	PUNCT
iajs-1019	110	7	v.	v.	PROPN
iajs-1019	110	8	(	(	PUNCT
iajs-1019	110	9	1995	1995	NUM
iajs-1019	110	10	)	)	PUNCT
iajs-1019	110	11	,	,	PUNCT
iajs-1019	110	12	short	short	ADJ
iajs-1019	110	13	wavelets	wavelet	NOUN
iajs-1019	110	14	and	and	CCONJ
iajs-1019	110	15	matrix	matrix	NOUN
iajs-1019	110	16	dilation	dilation	NOUN
iajs-1019	110	17	equations	equation	NOUN
iajs-1019	110	18	,	,	PUNCT
iajs-1019	110	19	ieee	ieee	PROPN
iajs-1019	110	20	trans	trans	PROPN
iajs-1019	110	21	.	.	PUNCT
iajs-1019	110	22	signal	signal	PROPN
iajs-1019	110	23	proccessing	proccessing	NOUN
iajs-1019	110	24	,	,	PUNCT
iajs-1019	110	25	43	43	NUM
iajs-1019	110	26	,	,	PUNCT
iajs-1019	110	27	108	108	NUM
iajs-1019	110	28	-	-	SYM
iajs-1019	110	29	115	115	NUM
iajs-1019	110	30	.	.	PUNCT
iajs-1019	111	1	2	2	NUM
iajs-1019	111	2	.	.	X
iajs-1019	111	3	strela	strela	PROPN
iajs-1019	111	4	,	,	PUNCT
iajs-1019	111	5	v.	v.	PROPN
iajs-1019	111	6	(	(	PUNCT
iajs-1019	111	7	1996).multiwavelet	1996).multiwavelet	NUM
iajs-1019	111	8	:	:	PUNCT
iajs-1019	111	9	theory	theory	NOUN
iajs-1019	111	10	and	and	CCONJ
iajs-1019	111	11	applications	application	NOUN
iajs-1019	111	12	transforms	transform	VERB
iajs-1019	111	13	,	,	PUNCT
iajs-1019	111	14	ph.d	ph.d	PROPN
iajs-1019	111	15	.	.	PUNCT
iajs-1019	112	1	thesis	thesis	NOUN
iajs-1019	112	2	,	,	PUNCT
iajs-1019	112	3	dep	dep	NOUN
iajs-1019	112	4	.	.	PROPN
iajs-1019	112	5	of	of	ADP
iajs-1019	112	6	math	math	NOUN
iajs-1019	112	7	.	.	PUNCT
iajs-1019	112	8	,	,	PUNCT
iajs-1019	112	9	massachusetts	massachusetts	PROPN
iajs-1019	112	10	institute	institute	PROPN
iajs-1019	112	11	of	of	ADP
iajs-1019	112	12	technology	technology	PROPN
iajs-1019	112	13	,	,	PUNCT
iajs-1019	112	14	june	june	PROPN
iajs-1019	112	15	3	3	NUM
iajs-1019	112	16	.	.	PUNCT
iajs-1019	113	1	mohammed	mohammed	PROPN
iajs-1019	113	2	,	,	PUNCT
iajs-1019	113	3	z.	z.	PROPN
iajs-1019	113	4	j.	j.	PROPN
iajs-1019	113	5	(	(	PUNCT
iajs-1019	113	6	2004	2004	NUM
iajs-1019	113	7	)	)	PUNCT
iajs-1019	113	8	.	.	PUNCT
iajs-1019	114	1	video	video	NOUN
iajs-1019	114	2	image	image	NOUN
iajs-1019	114	3	compression	compression	NOUN
iajs-1019	114	4	based	base	VERB
iajs-1019	114	5	on	on	ADP
iajs-1019	114	6	multiwavelet	multiwavelet	PROPN
iajs-1019	114	7	transforms	transform	NOUN
iajs-1019	114	8	,	,	PUNCT
iajs-1019	114	9	university	university	NOUN
iajs-1019	114	10	of	of	ADP
iajs-1019	114	11	baghdad	baghdad	PROPN
iajs-1019	114	12	,	,	PUNCT
iajs-1019	114	13	computer	computer	NOUN
iajs-1019	114	14	science	science	NOUN
iajs-1019	114	15	and	and	CCONJ
iajs-1019	114	16	information	information	NOUN
iajs-1019	114	17	system	system	NOUN
iajs-1019	114	18	dep	dep	NOUN
iajs-1019	114	19	.	.	PROPN
iajs-1019	115	1	4	4	X
iajs-1019	115	2	.	.	X
iajs-1019	115	3	saleh	saleh	NOUN
iajs-1019	115	4	,	,	PUNCT
iajs-1019	115	5	z.	z.	PROPN
iajs-1019	115	6	j.	j.	PROPN
iajs-1019	115	7	m	m	PROPN
iajs-1019	115	8	.	.	PUNCT
iajs-1019	116	1	(	(	PUNCT
iajs-1019	116	2	2004	2004	NUM
iajs-1019	116	3	)	)	PUNCT
iajs-1019	116	4	,	,	PUNCT
iajs-1019	116	5	image	image	NOUN
iajs-1019	116	6	video	video	NOUN
iajs-1019	116	7	compression	compression	NOUN
iajs-1019	116	8	using	use	VERB
iajs-1019	116	9	multi	multi	ADJ
iajs-1019	116	10	-	-	ADJ
iajs-1019	116	11	wavelet	wavelet	ADJ
iajs-1019	116	12	transform	transform	NOUN
iajs-1019	116	13	,	,	PUNCT
iajs-1019	116	14	ph.d	ph.d	PROPN
iajs-1019	116	15	thesis	thesis	NOUN
iajs-1019	116	16	,	,	PUNCT
iajs-1019	116	17	university	university	NOUN
iajs-1019	116	18	of	of	ADP
iajs-1019	116	19	baghdad	baghdad	PROPN
iajs-1019	116	20	,	,	PUNCT
iajs-1019	116	21	baghdad	baghdad	PROPN
iajs-1019	116	22	.	.	PUNCT
iajs-1019	117	1	5	5	X
iajs-1019	117	2	.	.	X
iajs-1019	117	3	donoho	donoho	PROPN
iajs-1019	117	4	,	,	PUNCT
iajs-1019	117	5	d.	d.	PROPN
iajs-1019	117	6	(	(	PUNCT
iajs-1019	117	7	1995	1995	NUM
iajs-1019	117	8	)	)	PUNCT
iajs-1019	117	9	,	,	PUNCT
iajs-1019	117	10	de	de	NOUN
iajs-1019	117	11	-	-	VERB
iajs-1019	117	12	noising	noising	NOUN
iajs-1019	117	13	by	by	ADP
iajs-1019	117	14	soft	soft	ADJ
iajs-1019	117	15	-	-	PUNCT
iajs-1019	117	16	thresholding	thresholding	NOUN
iajs-1019	117	17	,	,	PUNCT
iajs-1019	117	18	ieee	ieee	NOUN
iajs-1019	117	19	trans	tran	NOUN
iajs-1019	117	20	.	.	PUNCT
iajs-1019	118	1	on	on	ADP
iajs-1019	118	2	info	info	NOUN
iajs-1019	118	3	.	.	PUNCT
iajs-1019	119	1	theory	theory	NOUN
iajs-1019	119	2	,	,	PUNCT
iajs-1019	119	3	43	43	NUM
iajs-1019	119	4	,	,	PUNCT
iajs-1019	119	5	613–627	613–627	NUM
iajs-1019	119	6	.	.	PUNCT
iajs-1019	120	1	6	6	NUM
iajs-1019	120	2	.	.	X
iajs-1019	120	3	xia	xia	PROPN
iajs-1019	120	4	,	,	PUNCT
iajs-1019	120	5	x.-g	x.-g	PROPN
iajs-1019	120	6	.	.	PROPN
iajs-1019	120	7	,	,	PUNCT
iajs-1019	120	8	geronimo	geronimo	PROPN
iajs-1019	120	9	,	,	PUNCT
iajs-1019	120	10	j.	j.	PROPN
iajs-1019	120	11	s.	s.	PROPN
iajs-1019	120	12	hardin	hardin	PROPN
iajs-1019	120	13	,	,	PUNCT
iajs-1019	120	14	d.	d.	PROPN
iajs-1019	120	15	p.	p.	PROPN
iajs-1019	120	16	,	,	PUNCT
iajs-1019	120	17	and	and	CCONJ
iajs-1019	120	18	suter	suter	PROPN
iajs-1019	120	19	,	,	PUNCT
iajs-1019	120	20	b.	b.	PROPN
iajs-1019	120	21	w.	w.	PROPN
iajs-1019	120	22	(	(	PUNCT
iajs-1019	120	23	1995	1995	NUM
iajs-1019	120	24	)	)	PUNCT
iajs-1019	120	25	,	,	PUNCT
iajs-1019	120	26	on	on	ADP
iajs-1019	120	27	computations	computation	NOUN
iajs-1019	120	28	of	of	ADP
iajs-1019	120	29	multiwavelet	multiwavelet	PROPN
iajs-1019	120	30	transforms	transform	NOUN
iajs-1019	120	31	,	,	PUNCT
iajs-1019	120	32	proc	proc	NOUN
iajs-1019	120	33	.	.	PUNCT
iajs-1019	121	1	spie	spie	NOUN
iajs-1019	121	2	,	,	PUNCT
iajs-1019	121	3	pp.27	pp.27	PROPN
iajs-1019	121	4	-	-	PUNCT
iajs-1019	121	5	38	38	NUM
iajs-1019	121	6	.	.	PUNCT
iajs-1019	122	1	7	7	X
iajs-1019	122	2	.	.	X
iajs-1019	122	3	hadi	hadi	PROPN
iajs-1019	122	4	,	,	PUNCT
iajs-1019	122	5	a.	a.	NOUN
iajs-1019	122	6	h	h	PROPN
iajs-1019	122	7	(	(	PUNCT
iajs-1019	122	8	2004	2004	NUM
iajs-1019	122	9	)	)	PUNCT
iajs-1019	122	10	,	,	PUNCT
iajs-1019	122	11	wavelet	wavelet	NOUN
iajs-1019	122	12	-	-	PUNCT
iajs-1019	122	13	domain	domain	NOUN
iajs-1019	122	14	reconstruction	reconstruction	NOUN
iajs-1019	122	15	of	of	ADP
iajs-1019	122	16	lost	lose	VERB
iajs-1019	122	17	blocks	block	NOUN
iajs-1019	122	18	in	in	ADP
iajs-1019	122	19	image	image	NOUN
iajs-1019	122	20	,	,	PUNCT
iajs-1019	122	21	”	"	PUNCT
iajs-1019	122	22	m.sc	m.sc	PROPN
iajs-1019	122	23	.	.	PUNCT
iajs-1019	123	1	thesis	thesis	NOUN
iajs-1019	123	2	,	,	PUNCT
iajs-1019	123	3	university	university	NOUN
iajs-1019	123	4	of	of	ADP
iajs-1019	123	5	technology	technology	NOUN
iajs-1019	123	6	,	,	PUNCT
iajs-1019	123	7	baghdad	baghdad	PROPN
iajs-1019	123	8	.	.	PUNCT
iajs-1019	124	1	8	8	NUM
iajs-1019	124	2	.	.	X
iajs-1019	124	3	taubman	taubman	PROPN
iajs-1019	124	4	,	,	PUNCT
iajs-1019	124	5	d.	d.	PROPN
iajs-1019	124	6	and	and	CCONJ
iajs-1019	124	7	marcellin	marcellin	PROPN
iajs-1019	124	8	,	,	PUNCT
iajs-1019	124	9	m.	m.	NOUN
iajs-1019	124	10	(	(	PUNCT
iajs-1019	124	11	2002	2002	NUM
iajs-1019	124	12	)	)	PUNCT
iajs-1019	124	13	,	,	PUNCT
iajs-1019	124	14	“	"	PUNCT
iajs-1019	124	15	jpeg	jpeg	NOUN
iajs-1019	124	16	2000	2000	NUM
iajs-1019	124	17	image	image	NOUN
iajs-1019	124	18	compression	compression	NOUN
iajs-1019	124	19	,	,	PUNCT
iajs-1019	124	20	fundamentals	fundamental	NOUN
iajs-1019	124	21	,	,	PUNCT
iajs-1019	124	22	standards	standard	NOUN
iajs-1019	124	23	,	,	PUNCT
iajs-1019	124	24	and	and	CCONJ
iajs-1019	124	25	practice	practice	NOUN
iajs-1019	124	26	”	"	PUNCT
iajs-1019	124	27	,	,	PUNCT
iajs-1019	124	28	kluwer	kluwer	NOUN
iajs-1019	124	29	aczdemic	aczdemic	PROPN
iajs-1019	124	30	publishers	publisher	NOUN
iajs-1019	124	31	,	,	PUNCT
iajs-1019	124	32	1st	1st	ADJ
iajs-1019	124	33	edition	edition	NOUN
iajs-1019	124	34	.	.	PUNCT
iajs-1019	125	1	9	9	X
iajs-1019	125	2	.	.	X
iajs-1019	125	3	alkachouch	alkachouch	ADJ
iajs-1019	125	4	,	,	PUNCT
iajs-1019	125	5	z.	z.	PROPN
iajs-1019	125	6	and	and	CCONJ
iajs-1019	125	7	bellanger	bellanger	PROPN
iajs-1019	125	8	,	,	PUNCT
iajs-1019	125	9	m.	m.	NOUN
iajs-1019	125	10	(	(	PUNCT
iajs-1019	125	11	2000	2000	NUM
iajs-1019	125	12	)	)	PUNCT
iajs-1019	125	13	,	,	PUNCT
iajs-1019	125	14	fast	fast	ADJ
iajs-1019	125	15	dct	dct	PROPN
iajs-1019	125	16	-	-	PUNCT
iajs-1019	125	17	based	base	VERB
iajs-1019	125	18	spatial	spatial	ADJ
iajs-1019	125	19	domain	domain	NOUN
iajs-1019	125	20	interpolation	interpolation	NOUN
iajs-1019	125	21	of	of	ADP
iajs-1019	125	22	blocks	block	NOUN
iajs-1019	125	23	in	in	ADP
iajs-1019	125	24	images	image	NOUN
iajs-1019	125	25	,	,	PUNCT
iajs-1019	125	26	ieee	ieee	NOUN
iajs-1019	125	27	transactions	transaction	NOUN
iajs-1019	125	28	on	on	ADP
iajs-1019	125	29	image	image	NOUN
iajs-1019	125	30	processing	processing	NOUN
iajs-1019	125	31	,	,	PUNCT
iajs-1019	125	32	9	9	NUM
iajs-1019	125	33	(	(	PUNCT
iajs-1019	125	34	4	4	NUM
iajs-1019	125	35	):	):	PUNCT
iajs-1019	125	36	729–732	729–732	NUM
iajs-1019	125	37	.	.	PUNCT
iajs-1019	126	1	10	10	NUM
iajs-1019	126	2	.	.	X
iajs-1019	127	1	lu	lu	PROPN
iajs-1019	127	2	,	,	PUNCT
iajs-1019	127	3	y.	y.	PROPN
iajs-1019	127	4	do	do	VERB
iajs-1019	127	5	,	,	PUNCT
iajs-1019	127	6	m.	m.	PROPN
iajs-1019	127	7	n.	n.	PROPN
iajs-1019	127	8	a.(2005	a.(2005	PROPN
iajs-1019	127	9	)	)	PUNCT
iajs-1019	127	10	.	.	PUNCT
iajs-1019	128	1	directional	directional	ADJ
iajs-1019	128	2	extension	extension	NOUN
iajs-1019	128	3	for	for	ADP
iajs-1019	128	4	multidimensional	multidimensional	ADJ
iajs-1019	128	5	wavelet	wavelet	NOUN
iajs-1019	128	6	transforms	transform	VERB
iajs-1019	128	7	,	,	PUNCT
iajs-1019	128	8	eee	eee	NOUN
iajs-1019	128	9	transactions	transaction	NOUN
iajs-1019	128	10	on	on	ADP
iajs-1019	128	11	image	image	NOUN
iajs-1019	128	12	processing	processing	NOUN
iajs-1019	128	13	,	,	PUNCT
iajs-1019	128	14	submitted	submit	VERB
iajs-1019	128	15	;	;	PUNCT
iajs-1019	128	16	11	11	NUM
iajs-1019	128	17	.	.	PUNCT
iajs-1019	129	1	wang	wang	PROPN
iajs-1019	129	2	ling	ling	PROPN
iajs-1019	129	3	,	,	PUNCT
iajs-1019	129	4	(	(	PUNCT
iajs-1019	129	5	2000	2000	NUM
iajs-1019	129	6	)	)	PUNCT
iajs-1019	129	7	.	.	PUNCT
iajs-1019	130	1	orthogonal	orthogonal	ADJ
iajs-1019	130	2	multiwavelet	multiwavelet	PROPN
iajs-1019	130	3	transform	transform	NOUN
iajs-1019	130	4	for	for	ADP
iajs-1019	130	5	image	image	NOUN
iajs-1019	130	6	denoising	denoise	VERB
iajs-1019	130	7	”	"	PUNCT
iajs-1019	130	8	,	,	PUNCT
iajs-1019	130	9	proceedings	proceeding	NOUN
iajs-1019	130	10	of	of	ADP
iajs-1019	130	11	icsp2000	icsp2000	PROPN
iajs-1019	130	12	,	,	PUNCT
iajs-1019	130	13	pp	pp	ADJ
iajs-1019	130	14	.	.	PUNCT
iajs-1019	131	1	987	987	NUM
iajs-1019	131	2	-	-	SYM
iajs-1019	131	3	991	991	NUM
iajs-1019	131	4	,	,	PUNCT
iajs-1019	131	5	ihjpas	ihjpa	VERB
iajs-1019	131	6	ibn	ibn	PROPN
iajs-1019	131	7	alhaitham	alhaitham	PROPN
iajs-1019	131	8	j.	j.	PROPN
iajs-1019	131	9	for	for	ADP
iajs-1019	131	10	pure	pure	ADJ
iajs-1019	131	11	&	&	CCONJ
iajs-1019	131	12	appl	appl	PROPN
iajs-1019	131	13	.	.	PUNCT
iajs-1019	132	1	sci	sci	PROPN
iajs-1019	132	2	.	.	PUNCT
iajs-1019	133	1	vol.23	vol.23	PROPN
iajs-1019	133	2	(	(	PUNCT
iajs-1019	133	3	2	2	NUM
iajs-1019	133	4	)	)	PUNCT
iajs-1019	133	5	2010	2010	NUM
iajs-1019	133	6	initial	initial	ADJ
iajs-1019	133	7	noisy	noisy	ADJ
iajs-1019	133	8	image	image	NOUN
iajs-1019	133	9	block1	block1	NOUN
iajs-1019	133	10	block2	block2	PROPN
iajs-1019	133	11	block3	block3	PROPN
iajs-1019	133	12	block4	block4	PROPN
iajs-1019	133	13	final	final	ADJ
iajs-1019	133	14	enhanced	enhance	VERB
iajs-1019	133	15	image	image	NOUN
iajs-1019	133	16	size	size	NOUN
iajs-1019	133	17	h	h	NOUN
iajs-1019	134	1	=	=	NOUN
iajs-1019	134	2	256	256	NUM
iajs-1019	134	3	w	w	NOUN
iajs-1019	134	4	=	=	NUM
iajs-1019	134	5	256	256	NUM
iajs-1019	134	6	h	h	NOUN
iajs-1019	134	7	=	=	NOUN
iajs-1019	135	1	64	64	NUM
iajs-1019	135	2	w	w	NOUN
iajs-1019	135	3	=	=	SYM
iajs-1019	135	4	64	64	NUM
iajs-1019	135	5	h	h	NOUN
iajs-1019	135	6	=	=	NOUN
iajs-1019	135	7	64	64	NUM
iajs-1019	135	8	w	w	NOUN
iajs-1019	135	9	=	=	SYM
iajs-1019	135	10	64	64	NUM
iajs-1019	135	11	h	h	NOUN
iajs-1019	135	12	=	=	NOUN
iajs-1019	135	13	64	64	NUM
iajs-1019	135	14	w	w	NOUN
iajs-1019	135	15	=	=	SYM
iajs-1019	135	16	64	64	NUM
iajs-1019	135	17	h	h	NOUN
iajs-1019	135	18	=	=	NOUN
iajs-1019	135	19	64	64	NUM
iajs-1019	135	20	w	w	NOUN
iajs-1019	135	21	=	=	SYM
iajs-1019	135	22	64	64	NUM
iajs-1019	135	23	h	h	NOUN
iajs-1019	135	24	=	=	NOUN
iajs-1019	136	1	256	256	NUM
iajs-1019	136	2	w	w	NOUN
iajs-1019	136	3	=	=	NOUN
iajs-1019	136	4	256	256	NUM
iajs-1019	136	5	snr	snr	NOUN
iajs-1019	136	6	before	before	ADP
iajs-1019	136	7	applying	apply	VERB
iajs-1019	136	8	algorithm	algorithm	NOUN
iajs-1019	136	9	0.0783	0.0783	NUM
iajs-1019	136	10	0.0783	0.0783	NUM
iajs-1019	136	11	0.0783	0.0783	NUM
iajs-1019	136	12	0.0783	0.0783	NUM
iajs-1019	136	13	0.0783	0.0783	NUM
iajs-1019	136	14	snr	snr	NOUN
iajs-1019	136	15	after	after	ADP
iajs-1019	136	16	applying	apply	VERB
iajs-1019	136	17	algorithm	algorithm	NOUN
iajs-1019	136	18	3.0938	3.0938	NUM
iajs-1019	136	19	3.0938	3.0938	NUM
iajs-1019	136	20	3.0938	3.0938	NUM
iajs-1019	136	21	3.0938	3.0938	NUM
iajs-1019	136	22	3.0938	3.0938	NUM
iajs-1019	136	23	the	the	DET
iajs-1019	136	24	difference	difference	NOUN
iajs-1019	136	25	between	between	ADP
iajs-1019	136	26	the	the	DET
iajs-1019	136	27	results	result	NOUN
iajs-1019	136	28	the	the	DET
iajs-1019	136	29	difference	difference	NOUN
iajs-1019	136	30	between	between	ADP
iajs-1019	136	31	the	the	DET
iajs-1019	136	32	results	result	NOUN
iajs-1019	136	33	can	can	AUX
iajs-1019	136	34	be	be	AUX
iajs-1019	136	35	comuted	comute	VERB
iajs-1019	136	36	by	by	ADP
iajs-1019	136	37	3.0938	3.0938	NUM
iajs-1019	136	38	0.0783	0.0783	NUM
iajs-1019	136	39	=	=	PUNCT
iajs-1019	136	40	3.0155	3.0155	NUM
iajs-1019	136	41	(	(	PUNCT
iajs-1019	136	42	three	three	NUM
iajs-1019	136	43	times	time	NOUN
iajs-1019	136	44	of	of	ADP
iajs-1019	136	45	the	the	DET
iajs-1019	136	46	denoising	denoising	NOUN
iajs-1019	136	47	degree	degree	NOUN
iajs-1019	136	48	)	)	PUNCT
iajs-1019	136	49	.	.	PUNCT
iajs-1019	137	1	that	that	PRON
iajs-1019	137	2	means	mean	VERB
iajs-1019	137	3	the	the	DET
iajs-1019	137	4	advantage	advantage	NOUN
iajs-1019	137	5	of	of	ADP
iajs-1019	137	6	this	this	DET
iajs-1019	137	7	algorithim	algorithim	NOUN
iajs-1019	137	8	is	be	AUX
iajs-1019	137	9	to	to	PART
iajs-1019	137	10	get	get	VERB
iajs-1019	137	11	a	a	DET
iajs-1019	137	12	greate	greate	ADJ
iajs-1019	137	13	value	value	NOUN
iajs-1019	137	14	for	for	ADP
iajs-1019	137	15	snr	snr	NOUN
iajs-1019	137	16	which	which	PRON
iajs-1019	137	17	leds	led	VERB
iajs-1019	137	18	to	to	PART
iajs-1019	137	19	get	get	VERB
iajs-1019	137	20	better	well	ADJ
iajs-1019	137	21	image	image	NOUN
iajs-1019	137	22	.	.	PUNCT
iajs-1019	138	1	the	the	DET
iajs-1019	138	2	time	time	NOUN
iajs-1019	138	3	needed	need	VERB
iajs-1019	138	4	for	for	ADP
iajs-1019	138	5	the	the	DET
iajs-1019	138	6	processing	processing	NOUN
iajs-1019	138	7	the	the	DET
iajs-1019	138	8	same	same	ADJ
iajs-1019	138	9	for	for	ADP
iajs-1019	138	10	all	all	PRON
iajs-1019	138	11	since	since	SCONJ
iajs-1019	138	12	these	these	DET
iajs-1019	138	13	blocks	block	NOUN
iajs-1019	138	14	are	be	AUX
iajs-1019	138	15	running	run	VERB
iajs-1019	138	16	concurrently	concurrently	ADV
iajs-1019	138	17	(	(	PUNCT
iajs-1019	138	18	at	at	ADP
iajs-1019	138	19	the	the	DET
iajs-1019	138	20	same	same	ADJ
iajs-1019	138	21	time	time	NOUN
iajs-1019	138	22	)	)	PUNCT
iajs-1019	138	23	,	,	PUNCT
iajs-1019	138	24	so	so	CCONJ
iajs-1019	138	25	the	the	DET
iajs-1019	138	26	time	time	NOUN
iajs-1019	138	27	needed	need	VERB
iajs-1019	138	28	for	for	ADP
iajs-1019	138	29	implementation	implementation	NOUN
iajs-1019	138	30	is	be	AUX
iajs-1019	138	31	reduced	reduce	VERB
iajs-1019	138	32	to	to	ADP
iajs-1019	138	33	the	the	DET
iajs-1019	138	34	four	four	NUM
iajs-1019	138	35	times	time	NOUN
iajs-1019	138	36	(	(	PUNCT
iajs-1019	138	37	the	the	DET
iajs-1019	138	38	number	number	NOUN
iajs-1019	138	39	of	of	ADP
iajs-1019	138	40	blocks	block	NOUN
iajs-1019	138	41	)	)	PUNCT
iajs-1019	138	42	that	that	PRON
iajs-1019	138	43	is	be	AUX
iajs-1019	138	44	is	be	AUX
iajs-1019	138	45	needed	need	VERB
iajs-1019	138	46	when	when	SCONJ
iajs-1019	138	47	process	process	VERB
iajs-1019	138	48	the	the	DET
iajs-1019	138	49	image	image	NOUN
iajs-1019	138	50	without	without	ADP
iajs-1019	138	51	dividing	divide	VERB
iajs-1019	138	52	.	.	PUNCT
iajs-1019	139	1	fig	fig	NOUN
iajs-1019	139	2	.	.	PUNCT
iajs-1019	140	1	(	(	PUNCT
iajs-1019	140	2	1	1	X
iajs-1019	140	3	)	)	PUNCT
iajs-1019	140	4	hard	hard	ADJ
iajs-1019	140	5	thresholding	thresholde	VERB
iajs-1019	140	6	fig	fig	NOUN
iajs-1019	140	7	.	.	PUNCT
iajs-1019	141	1	(	(	PUNCT
iajs-1019	141	2	2	2	X
iajs-1019	141	3	)	)	PUNCT
iajs-1019	141	4	soft	soft	ADJ
iajs-1019	141	5	thresholding	thresholding	NOUN
iajs-1019	141	6	table	table	NOUN
iajs-1019	141	7	(	(	PUNCT
iajs-1019	141	8	1):comparing	1):comparing	NUM
iajs-1019	141	9	between	between	ADP
iajs-1019	141	10	the	the	DET
iajs-1019	141	11	results	result	NOUN
iajs-1019	141	12	before	before	ADV
iajs-1019	141	13	and	and	CCONJ
iajs-1019	141	14	after	after	ADP
iajs-1019	141	15	applying	apply	VERB
iajs-1019	141	16	the	the	DET
iajs-1019	141	17	algorithm	algorithm	NOUN
iajs-1019	141	18	ihjpas	ihjpa	VERB
iajs-1019	141	19	ibn	ibn	PROPN
iajs-1019	141	20	alhaitham	alhaitham	PROPN
iajs-1019	141	21	j.	j.	PROPN
iajs-1019	141	22	for	for	ADP
iajs-1019	141	23	pure	pure	ADJ
iajs-1019	141	24	&	&	CCONJ
iajs-1019	141	25	appl	appl	PROPN
iajs-1019	141	26	.	.	PUNCT
iajs-1019	142	1	sci	sci	PROPN
iajs-1019	142	2	.	.	PUNCT
iajs-1019	143	1	vol.23	vol.23	PROPN
iajs-1019	143	2	(	(	PUNCT
iajs-1019	143	3	2	2	NUM
iajs-1019	143	4	)	)	PUNCT
iajs-1019	143	5	2010	2010	NUM
iajs-1019	143	6	fig	fig	NOUN
iajs-1019	143	7	.	.	PUNCT
iajs-1019	144	1	(	(	PUNCT
iajs-1019	144	2	3	3	X
iajs-1019	144	3	)	)	PUNCT
iajs-1019	144	4	a	a	DET
iajs-1019	144	5	flow	flow	NOUN
iajs-1019	144	6	diagram	diagram	NOUN
iajs-1019	144	7	for	for	ADP
iajs-1019	144	8	the	the	DET
iajs-1019	144	9	proposed	propose	VERB
iajs-1019	144	10	image	image	NOUN
iajs-1019	144	11	retrieving	retrieve	VERB
iajs-1019	144	12	method	method	NOUN
iajs-1019	144	13	by	by	ADP
iajs-1019	144	14	using	use	VERB
iajs-1019	144	15	multiwavelet	multiwavelet	ADJ
iajs-1019	144	16	soft	soft	ADJ
iajs-1019	144	17	-	-	PUNCT
iajs-1019	144	18	thresholding	thresholding	NOUN
iajs-1019	144	19	with	with	ADP
iajs-1019	144	20	enhancement	enhancement	NOUN
iajs-1019	144	21	mean	mean	NOUN
iajs-1019	144	22	filter	filter	NOUN
iajs-1019	144	23	multiwavelet	multiwavelet	PROPN
iajs-1019	144	24	coefficients	coefficient	NOUN
iajs-1019	144	25	noisy	noisy	ADJ
iajs-1019	144	26	input	input	NOUN
iajs-1019	144	27	image	image	NOUN
iajs-1019	144	28	divided	divide	VERB
iajs-1019	144	29	to	to	ADP
iajs-1019	144	30	four	four	NUM
iajs-1019	144	31	blocks	block	NOUN
iajs-1019	144	32	smooth	smooth	ADJ
iajs-1019	144	33	high	high	ADJ
iajs-1019	144	34	-	-	PUNCT
iajs-1019	144	35	pass	pass	NOUN
iajs-1019	144	36	components	component	NOUN
iajs-1019	144	37	with	with	ADP
iajs-1019	144	38	mean	mean	ADJ
iajs-1019	144	39	filter	filter	NOUN
iajs-1019	144	40	compute	compute	NOUN
iajs-1019	144	41	thv	thv	NOUN
iajs-1019	144	42	using	use	VERB
iajs-1019	144	43	)	)	PUNCT
iajs-1019	144	44	)	)	PUNCT
iajs-1019	144	45	(	(	PUNCT
iajs-1019	144	46	2	2	X
iajs-1019	144	47	(	(	PUNCT
iajs-1019	144	48	nlogσsqrtthv	nlogσsqrtthv	ADJ
iajs-1019	144	49	e	e	PROPN
iajs-1019	144	50	2	2	NUM
iajs-1019	144	51	z	z	NOUN
iajs-1019	144	52	filter	filter	VERB
iajs-1019	144	53	the	the	DET
iajs-1019	144	54	coefficients	coefficient	NOUN
iajs-1019	144	55	using	use	VERB
iajs-1019	144	56	soft	soft	ADJ
iajs-1019	144	57	-	-	PUNCT
iajs-1019	144	58	threshold	threshold	NOUN
iajs-1019	144	59	dmwt	dmwt	PROPN
iajs-1019	144	60	idmwt	idmwt	PROPN
iajs-1019	144	61	group	group	PROPN
iajs-1019	144	62	the	the	DET
iajs-1019	144	63	four	four	NUM
iajs-1019	144	64	blocks	block	NOUN
iajs-1019	144	65	smoothing	smooth	VERB
iajs-1019	144	66	the	the	DET
iajs-1019	144	67	resultant	resultant	NOUN
iajs-1019	144	68	blocks	block	NOUN
iajs-1019	144	69	with	with	ADP
iajs-1019	144	70	mean	mean	ADJ
iajs-1019	144	71	filter	filter	NOUN
iajs-1019	144	72	the	the	DET
iajs-1019	144	73	retrieval	retrieval	NOUN
iajs-1019	144	74	enhanced	enhance	VERB
iajs-1019	144	75	final	final	ADJ
iajs-1019	144	76	image	image	NOUN
iajs-1019	144	77	ihjpas	ihjpa	VERB
iajs-1019	144	78	ibn	ibn	PROPN
iajs-1019	144	79	alhaitham	alhaitham	PROPN
iajs-1019	144	80	j.	j.	PROPN
iajs-1019	144	81	for	for	ADP
iajs-1019	144	82	pure	pure	ADJ
iajs-1019	144	83	&	&	CCONJ
iajs-1019	144	84	appl	appl	PROPN
iajs-1019	144	85	.	.	PUNCT
iajs-1019	145	1	sci	sci	PROPN
iajs-1019	145	2	.	.	PUNCT
iajs-1019	146	1	vol.23	vol.23	PROPN
iajs-1019	146	2	(	(	PUNCT
iajs-1019	146	3	2	2	NUM
iajs-1019	146	4	)	)	PUNCT
iajs-1019	146	5	2010	2010	NUM
iajs-1019	146	6	noisy	noisy	ADJ
iajs-1019	146	7	input	input	NOUN
iajs-1019	146	8	image	image	NOUN
iajs-1019	146	9	2compute	2compute	NUM
iajs-1019	146	10	mwt	mwt	VERB
iajs-1019	146	11	for	for	ADP
iajs-1019	146	12	each	each	DET
iajs-1019	146	13	block	block	NOUN
iajs-1019	146	14	block	block	NOUN
iajs-1019	146	15	no.4	no.4	PROPN
iajs-1019	146	16	block	block	NOUN
iajs-1019	146	17	no.3	no.3	VERB
iajs-1019	146	18	block	block	NOUN
iajs-1019	146	19	no.2	no.2	PROPN
iajs-1019	146	20	block	block	NOUN
iajs-1019	146	21	no.1	no.1	VERB
iajs-1019	146	22	1divided	1divided	NUM
iajs-1019	146	23	the	the	DET
iajs-1019	146	24	noisy	noisy	ADJ
iajs-1019	146	25	image	image	NOUN
iajs-1019	146	26	into	into	ADP
iajs-1019	146	27	four	four	NUM
iajs-1019	146	28	equal	equal	ADJ
iajs-1019	146	29	size	size	NOUN
iajs-1019	146	30	blocks	block	NOUN
iajs-1019	146	31	block	block	NOUN
iajs-1019	146	32	no.4	no.4	PROPN
iajs-1019	146	33	block	block	VERB
iajs-1019	146	34	no.2	no.2	PROPN
iajs-1019	146	35	block	block	NOUN
iajs-1019	146	36	no.1	no.1	NOUN
iajs-1019	146	37	block	block	NOUN
iajs-1019	146	38	no.3	no.3	VERB
iajs-1019	146	39	fig	fig	NOUN
iajs-1019	146	40	.	.	PUNCT
iajs-1019	147	1	(	(	PUNCT
iajs-1019	147	2	4.a	4.a	X
iajs-1019	147	3	)	)	PUNCT
iajs-1019	147	4	a	a	DET
iajs-1019	147	5	step	step	NOUN
iajs-1019	147	6	by	by	ADP
iajs-1019	147	7	step	step	NOUN
iajs-1019	147	8	i	i	PRON
iajs-1019	147	9	mplementation	mplementation	VERB
iajs-1019	147	10	for	for	ADP
iajs-1019	147	11	image	image	NOUN
iajs-1019	147	12	retrieving	retrieve	VERB
iajs-1019	147	13	method	method	NOUN
iajs-1019	147	14	by	by	ADP
iajs-1019	147	15	using	use	VERB
iajs-1019	147	16	multiwavelet	multiwavelet	ADJ
iajs-1019	147	17	soft	soft	ADJ
iajs-1019	147	18	-	-	PUNCT
iajs-1019	147	19	thresholding	thresholding	NOUN
iajs-1019	147	20	with	with	ADP
iajs-1019	147	21	smoothing	smooth	VERB
iajs-1019	147	22	mean	mean	NOUN
iajs-1019	147	23	filter	filter	NOUN
iajs-1019	147	24	block	block	NOUN
iajs-1019	147	25	no.4	no.4	PROPN
iajs-1019	147	26	block	block	NOUN
iajs-1019	147	27	no.3	no.3	VERB
iajs-1019	147	28	block	block	NOUN
iajs-1019	147	29	no.2	no.2	PROPN
iajs-1019	147	30	block	block	NOUN
iajs-1019	147	31	no.1	no.1	VERB
iajs-1019	147	32	3fil	3fil	NUM
iajs-1019	147	33	tering	tere	VERB
iajs-1019	147	34	with	with	ADP
iajs-1019	147	35	smoothing	smoothing	NOUN
iajs-1019	147	36	ihjpas	ihjpas	PROPN
iajs-1019	147	37	ibn	ibn	PROPN
iajs-1019	147	38	alhaitham	alhaitham	PROPN
iajs-1019	147	39	j.	j.	PROPN
iajs-1019	147	40	for	for	ADP
iajs-1019	147	41	pure	pure	ADJ
iajs-1019	147	42	&	&	CCONJ
iajs-1019	147	43	appl	appl	PROPN
iajs-1019	147	44	.	.	PUNCT
iajs-1019	148	1	sci	sci	PROPN
iajs-1019	148	2	.	.	PUNCT
iajs-1019	149	1	vol.23	vol.23	PROPN
iajs-1019	149	2	(	(	PUNCT
iajs-1019	149	3	2	2	NUM
iajs-1019	149	4	)	)	PUNCT
iajs-1019	149	5	2010	2010	NUM
iajs-1019	149	6	fig	fig	NOUN
iajs-1019	149	7	.	.	PUNCT
iajs-1019	150	1	(	(	PUNCT
iajs-1019	150	2	4.b	4.b	NUM
iajs-1019	150	3	)	)	PUNCT
iajs-1019	150	4	the	the	DET
iajs-1019	150	5	reminder	reminder	NOUN
iajs-1019	150	6	step	step	NOUN
iajs-1019	150	7	by	by	ADP
iajs-1019	150	8	step	step	NOUN
iajs-1019	150	9	implementation	implementation	NOUN
iajs-1019	150	10	for	for	ADP
iajs-1019	150	11	image	image	NOUN
iajs-1019	150	12	retrieving	retrieve	VERB
iajs-1019	150	13	method	method	NOUN
iajs-1019	150	14	by	by	ADP
iajs-1019	150	15	using	use	VERB
iajs-1019	150	16	multiwavelet	multiwavelet	ADJ
iajs-1019	150	17	soft	soft	ADJ
iajs-1019	150	18	-	-	PUNCT
iajs-1019	150	19	thresholding	thresholding	NOUN
iajs-1019	150	20	with	with	ADP
iajs-1019	150	21	smoothing	smooth	VERB
iajs-1019	150	22	mean	mean	ADJ
iajs-1019	150	23	filter	filter	NOUN
iajs-1019	150	24	.	.	PUNCT
iajs-1019	151	1	block	block	NOUN
iajs-1019	151	2	no.4	no.4	PROPN
iajs-1019	151	3	block	block	NOUN
iajs-1019	151	4	no.3	no.3	PROPN
iajs-1019	151	5	1compute	1compute	NUM
iajs-1019	151	6	idmwt	idmwt	NOUN
iajs-1019	151	7	coefficients	coefficient	NOUN
iajs-1019	151	8	for	for	ADP
iajs-1019	151	9	each	each	DET
iajs-1019	151	10	resultant	resultant	NOUN
iajs-1019	151	11	block	block	NOUN
iajs-1019	151	12	block	block	NOUN
iajs-1019	151	13	no.2	no.2	PROPN
iajs-1019	151	14	block	block	NOUN
iajs-1019	151	15	no.1	no.1	VERB
iajs-1019	151	16	block	block	NOUN
iajs-1019	151	17	no.4	no.4	PROPN
iajs-1019	151	18	block	block	NOUN
iajs-1019	151	19	no.3	no.3	VERB
iajs-1019	151	20	2smooth	2smooth	NUM
iajs-1019	151	21	each	each	DET
iajs-1019	151	22	resultant	resultant	NOUN
iajs-1019	151	23	block	block	NOUN
iajs-1019	151	24	by	by	ADP
iajs-1019	151	25	using	use	VERB
iajs-1019	151	26	mean	mean	NOUN
iajs-1019	151	27	filter	filter	NOUN
iajs-1019	151	28	block	block	NOUN
iajs-1019	151	29	no.2	no.2	PROPN
iajs-1019	151	30	block	block	NOUN
iajs-1019	151	31	no.1	no.1	X
iajs-1019	151	32	3group	3group	NUM
iajs-1019	151	33	the	the	DET
iajs-1019	151	34	four	four	NUM
iajs-1019	151	35	blocks	block	NOUN
iajs-1019	151	36	ihjpas	ihjpa	VERB
iajs-1019	151	37	مع	مع	ADP
iajs-1019	152	1	soft	soft	ADJ
iajs-1019	152	2	-	-	PUNCT
iajs-1019	152	3	thesholdingمن	thesholdingمن	NOUN
iajs-1019	152	4	النسخة	النسخة	NOUN
iajs-1019	152	5	المشوهة	المشوهة	NOUN
iajs-1019	152	6	باستخدام	باستخدام	PROPN
iajs-1019	152	7	استرجاع	استرجاع	PROPN
iajs-1019	152	8	الصور	الصور	PROPN
iajs-1019	152	9	تحویل	تحویل	PROPN
iajs-1019	153	1	متعدد	متعدد	PROPN
iajs-1019	153	2	المویجة	المویجة	ADJ
iajs-1019	153	3	شیماء	شیماء	PROPN
iajs-1019	153	4	عباس	عباس	VERB
iajs-1019	153	5	فاضل	فاضل	PROPN
iajs-1019	153	6	جامعة	جامعة	PROPN
iajs-1019	153	7	بغداد	بغداد	PROPN
iajs-1019	153	8	،	،	PROPN
iajs-1019	153	9	أبن	أبن	NOUN
iajs-1019	153	10	الهیثم	الهیثم	VERB
iajs-1019	153	11	–	–	PUNCT
iajs-1019	153	12	كلیة	كلیة	PROPN
iajs-1019	153	13	التربیة	التربیة	NOUN
iajs-1019	153	14	،	،	PROPN
iajs-1019	154	1	قسم	قسم	PROPN
iajs-1019	154	2	علوم	علوم	PROPN
iajs-1019	154	3	الحاسبات	الحاسبات	INTJ
iajs-1019	154	4	الخالصة	الخالصة	PROPN
iajs-1019	154	5	ویل	ویل	PROPN
iajs-1019	154	6	متعدد	متعدد	PROPN
iajs-1019	154	7	یقترح	یقترح	NOUN
iajs-1019	154	8	هذا	هذا	NOUN
iajs-1019	154	9	البحث	البحث	NOUN
iajs-1019	154	10	طریقة	طریقة	NOUN
iajs-1019	154	11	السترجاع	السترجاع	PROPN
iajs-1019	154	12	وازالة	وازالة	PROPN
iajs-1019	154	13	التشویه	التشویه	NOUN
iajs-1019	154	14	من	من	PROPN
iajs-1019	154	15	الصور	الصور	PROPN
iajs-1019	154	16	الملونة	الملونة	PROPN
iajs-1019	154	17	وتحسینها	وتحسینها	VERB
iajs-1019	154	18	من	من	ADP
iajs-1019	154	19	خالل	خالل	PROPN
iajs-1019	154	20	استخدام	استخدام	PROPN
iajs-1019	155	1	تح	تح	PROPN
iajs-1019	155	2	عن	عن	PROPN
iajs-1019	155	3	طریق	طریق	NOUN
iajs-1019	155	4	االستفادة	االستفادة	PROPN
iajs-1019	155	5	من	من	PRON
iajs-1019	155	6	الخصائص	الخصائص	ADJ
iajs-1019	155	7	الممكن	الممكن	PROPN
iajs-1019	155	8	الحصول	الحصول	PROPN
iajs-1019	155	9	علیها	علیها	NOUN
iajs-1019	155	10	من	من	PRON
iajs-1019	156	1	)	)	PUNCT
iajs-1019	156	2	discrete	discrete	ADV
iajs-1019	156	3	multiwavelet	multiwavelet	PROPN
iajs-1019	156	4	transform(المویجة	transform(المویجة	PROPN
iajs-1019	156	5	.خالل	.خالل	PUNCT
iajs-1019	156	6	تطبیق	تطبیق	PROPN
iajs-1019	156	7	هذا	هذا	NOUN
iajs-1019	156	8	النوع	النوع	PROPN
iajs-1019	156	9	من	من	DET
iajs-1019	156	10	التحویالت	التحویالت	ADJ
iajs-1019	156	11	1(طریقة	1(طریقة	NUM
iajs-1019	156	12	لكیفیة	لكیفیة	ADJ
iajs-1019	156	13	حساب	حساب	PROPN
iajs-1019	156	14	نوع	نوع	NOUN
iajs-1019	156	15	من	من	PRON
iajs-1019	156	16	انواع	انواع	PROPN
iajs-1019	156	17	تحویالت	تحویالت	ADV
iajs-1019	156	18	متعدد	متعدد	PROPN
iajs-1019	156	19	المویجة	المویجة	PROPN
iajs-1019	156	20	الذي	الذي	PROPN
iajs-1019	156	21	یعرف	یعرف	PROPN
iajs-1019	156	22	بالنظام	بالنظام	PROPN
iajs-1019	156	23	التقریبي	التقریبي	PROPN
iajs-1019	156	24	االول	االول	PROPN
iajs-1019	156	25	ایضاً	ایضاً	X
iajs-1019	156	26	یقترح	یقترح	NOUN
iajs-1019	156	27	هذا	هذا	NOUN
iajs-1019	156	28	البحث	البحث	NOUN
iajs-1019	156	29	st	st	PROPN
iajs-1019	156	30	order	order	NOUN
iajs-1019	156	31	approximation	approximation	NOUN
iajs-1019	156	32	.	.	PUNCT
iajs-1019	157	1	(	(	PUNCT
iajs-1019	157	2	ح	ح	NUM
iajs-1019	157	3	ویوضح	ویوضح	ADJ
iajs-1019	157	4	هذا	هذا	NOUN
iajs-1019	157	5	البحث	البحث	NOUN
iajs-1019	157	6	طریقة	طریقة	NOUN
iajs-1019	157	7	مبسطة	مبسطة	PROPN
iajs-1019	157	8	وذا	وذا	VERB
iajs-1019	157	9	فاعلیة	فاعلیة	NOUN
iajs-1019	157	10	في	في	ADV
iajs-1019	157	11	ازالة	ازالة	PROPN
iajs-1019	157	12	التشویه	التشویه	NOUN
iajs-1019	157	13	من	من	PROPN
iajs-1019	157	14	الصور	الصور	PROPN
iajs-1019	157	15	من	من	PRON
iajs-1019	157	16	خالل	خالل	PROPN
iajs-1019	157	17	اقترا	اقترا	VERB
iajs-1019	157	18	-soft(الخوارزمیة	-soft(الخوارزمیة	PROPN
iajs-1019	157	19	التي	التي	PROPN
iajs-1019	157	20	تم	تم	PROPN
iajs-1019	157	21	اقتراحها	اقتراحها	PROPN
iajs-1019	157	22	في	في	SCONJ
iajs-1019	157	23	هذا	هذا	NOUN
iajs-1019	157	24	البحث	البحث	NOUN
iajs-1019	157	25	تعتمد	تعتمد	PROPN
iajs-1019	157	26	على	على	PROPN
iajs-1019	157	27	مزج	مزج	NOUN
iajs-1019	157	28	كل	كل	NOUN
iajs-1019	157	29	من	من	INTJ
iajs-1019	157	30	.	.	PUNCT
iajs-1019	158	1	تقنیة	تقنیة	PROPN
iajs-1019	158	2	جدیدة	جدیدة	PROPN
iajs-1019	158	3	السترجاع	السترجاع	PROPN
iajs-1019	158	4	الصور	الصور	PROPN
iajs-1019	158	5	thresholding	thresholde	VERB
iajs-1019	158	6	(	(	PUNCT
iajs-1019	158	7	مع)mean	مع)mean	ADJ
iajs-1019	158	8	filter	filter	NOUN
iajs-1019	158	9	(	(	PUNCT
iajs-1019	158	10	ة	ة	NOUN
iajs-1019	158	11	باالعتماد	باالعتماد	NOUN
iajs-1019	158	12	على	على	NOUN
iajs-1019	158	13	تحویل	تحویل	NOUN
iajs-1019	158	14	متعدد	متعدد	PROPN
iajs-1019	159	1	المویج)discrete	المویج)discrete	INTJ
iajs-1019	159	2	multiwavelet	multiwavelet	PROPN
iajs-1019	159	3	transform	transform	NOUN
iajs-1019	159	4	dmwt	dmwt	NOUN
iajs-1019	159	5	(	(	PUNCT
iajs-1019	159	6	ء	ء	NOUN
iajs-1019	159	7	علىیتم	علىیتم	VERB
iajs-1019	159	8	تطبیقها	تطبیقها	NOUN
iajs-1019	159	9	بشكل	بشكل	PROPN
iajs-1019	159	10	متزامن	متزامن	VERB
iajs-1019	159	11	على	على	PROPN
iajs-1019	159	12	الصورة	الصورة	PROPN
iajs-1019	159	13	عن	عن	PROPN
iajs-1019	159	14	طریق	طریق	PROPN
iajs-1019	159	15	تقسیم	تقسیم	PROPN
iajs-1019	159	16	وتجزئة	وتجزئة	PROPN
iajs-1019	159	17	الصورة	الصورة	PROPN
iajs-1019	159	18	اذ	اذ	PROPN
iajs-1019	159	19	اربعة	اربعة	PROPN
iajs-1019	159	20	اجزا	اجزا	PROPN
iajs-1019	159	21	وتتم	وتتم	PROPN
iajs-1019	159	22	معالجة	معالجة	PROPN
iajs-1019	159	23	كل	كل	PROPN
iajs-1019	159	24	جزء	جزء	PROPN
iajs-1019	159	25	بشكل	بشكل	NOUN
iajs-1019	159	26	انفرادي	انفرادي	VERB
iajs-1019	159	27	ومتزامن	ومتزامن	NOUN
iajs-1019	159	28	مع	مع	ADP
iajs-1019	159	29	االجزاء	االجزاء	PROPN
iajs-1019	159	30	االخرى	االخرى	PROPN
iajs-1019	159	31	)	)	PUNCT
iajs-1019	159	32	equal	equal	ADJ
iajs-1019	159	33	size	size	NOUN
iajs-1019	159	34	block	block	NOUN
iajs-1019	159	35	divide(متساویة	divide(متساویة	PROPN
iajs-1019	159	36	االحجام	االحجام	PROPN
iajs-1019	159	37	زالة	زالة	PROPN
iajs-1019	159	38	وتحسین	وتحسین	VERB
iajs-1019	159	39	الصور	الصور	PROPN
iajs-1019	159	40	الملونة	الملونة	PROPN
iajs-1019	159	41	وبشكل	وبشكل	PROPN
iajs-1019	159	42	متزامن	متزامن	PROPN
iajs-1019	160	1	لكل	لكل	PRON
iajs-1019	160	2	اجزاء	اجزاء	PROPN
iajs-1019	160	3	الصورةوالغرض	الصورةوالغرض	PROPN
iajs-1019	160	4	من	من	PROPN
iajs-1019	160	5	هذا	هذا	PROPN
iajs-1019	160	6	التقسیم	التقسیم	NOUN
iajs-1019	160	7	هو	هو	INTJ
iajs-1019	160	8	لزیادة	لزیادة	NOUN
iajs-1019	160	9	س	س	X
iajs-1019	160	10	ان	ان	X
iajs-1019	160	11	.	.	PUNCT
iajs-1019	161	1	رعة	رعة	PROPN
iajs-1019	161	2	المعالجة	المعالجة	PROPN
iajs-1019	161	3	في	في	DET
iajs-1019	161	4	ا	ا	INTJ
iajs-1019	161	5	ق	ق	PROPN
iajs-1019	161	6	التقلیدیة	التقلیدیة	NOUN
iajs-1019	161	7	المستخدمة	المستخدمة	VERB
iajs-1019	161	8	والمتعارف	والمتعارف	PROPN
iajs-1019	161	9	علیها	علیها	VERB
iajs-1019	161	10	في	في	ADP
iajs-1019	161	11	ائالطریقة	ائالطریقة	PROPN
iajs-1019	161	12	المقترحة	المقترحة	PROPN
iajs-1019	161	13	في	في	ADP
iajs-1019	161	14	عملیة	عملیة	PROPN
iajs-1019	161	15	استرجاع	استرجاع	PROPN
iajs-1019	161	16	وازالة	وازالة	PROPN
iajs-1019	161	17	التشویه	التشویه	NOUN
iajs-1019	161	18	والتحسین	والتحسین	VERB
iajs-1019	161	19	تفوق	تفوق	PROPN
iajs-1019	161	20	الطر	الطر	PROPN
iajs-1019	161	21	.عملیات	.عملیات	ADP
iajs-1019	161	22	تحسین	تحسین	VERB
iajs-1019	161	23	الصور	الصور	PROPN
iajs-1019	161	24	الملونة	الملونة	PROPN
iajs-1019	161	25	delphi	delphi	PROPN
iajs-1019	161	26	v.5(ذا	v.5(ذا	PROPN
iajs-1019	161	27	البحث	البحث	VERB
iajs-1019	162	1	من	من	PROPN
iajs-1019	163	1	خالل	خالل	PROPN
iajs-1019	164	1	استخدام	استخدام	PROPN
iajs-1019	165	1	لغة	لغة	INTJ
iajs-1019	165	2	باسكال	باسكال	PROPN
iajs-1019	165	3	المرئیة	المرئیة	PROPN
iajs-1019	165	4	المعروفة	المعروفة	PROPN
iajs-1019	165	5	بـ	بـ	PROPN
iajs-1019	165	6	تم	تم	PUNCT
iajs-1019	165	7	تقییم	تقییم	VERB
iajs-1019	165	8	الخوارزمیة	الخوارزمیة	PROPN
iajs-1019	165	9	التي	التي	PROPN
iajs-1019	165	10	تم	تم	PROPN
iajs-1019	165	11	اقتراحها	اقتراحها	PROPN
iajs-1019	165	12	في	في	ADP
iajs-1019	165	13	ه	ه	X
iajs-1019	165	14	package	package	NOUN
iajs-1019	165	15	(	(	PUNCT
iajs-1019	165	16	االصدار	االصدار	PROPN
iajs-1019	165	17	الخامس	الخامس	PROPN
iajs-1019	165	18	يذ	يذ	PROPN
iajs-1019	165	19	.	.	PROPN
iajs-1019	165	20	ihjpas	ihjpas	PROPN