id	sid	tid	token	lemma	pos
iajs-2121	1	1	145	145	NUM
iajs-2121	1	2	ibn	ibn	PROPN
iajs-2121	1	3	al	al	PROPN
iajs-2121	1	4	-	-	PUNCT
iajs-2121	1	5	haitham	haitham	PROPN
iajs-2121	1	6	jour	jour	X
iajs-2121	1	7	.	.	PROPN
iajs-2121	1	8	for	for	ADP
iajs-2121	1	9	pure	pure	ADJ
iajs-2121	1	10	&	&	CCONJ
iajs-2121	1	11	appl	appl	PROPN
iajs-2121	1	12	.	.	PUNCT
iajs-2121	2	1	sci	sci	PROPN
iajs-2121	2	2	.	.	PROPN
iajs-2121	2	3	32	32	NUM
iajs-2121	2	4	(	(	PUNCT
iajs-2121	2	5	2	2	NUM
iajs-2121	2	6	)	)	SYM
iajs-2121	2	7	2019	2019	NUM
iajs-2121	2	8	table	table	NOUN
iajs-2121	2	9	abstract	abstract	ADJ
iajs-2121	2	10	uncompressed	uncompress	VERB
iajs-2121	2	11	form	form	NOUN
iajs-2121	2	12	of	of	ADP
iajs-2121	2	13	the	the	DET
iajs-2121	2	14	digital	digital	ADJ
iajs-2121	2	15	images	image	NOUN
iajs-2121	2	16	are	be	AUX
iajs-2121	2	17	needed	need	VERB
iajs-2121	2	18	a	a	DET
iajs-2121	2	19	very	very	ADV
iajs-2121	2	20	large	large	ADJ
iajs-2121	2	21	storage	storage	NOUN
iajs-2121	2	22	capacity	capacity	NOUN
iajs-2121	2	23	amount	amount	NOUN
iajs-2121	2	24	,	,	PUNCT
iajs-2121	2	25	as	as	SCONJ
iajs-2121	2	26	a	a	DET
iajs-2121	2	27	consequence	consequence	NOUN
iajs-2121	2	28	requires	require	VERB
iajs-2121	2	29	large	large	ADJ
iajs-2121	2	30	communication	communication	NOUN
iajs-2121	2	31	bandwidth	bandwidth	NOUN
iajs-2121	2	32	for	for	ADP
iajs-2121	2	33	data	data	NOUN
iajs-2121	2	34	transmission	transmission	NOUN
iajs-2121	2	35	over	over	ADP
iajs-2121	2	36	the	the	DET
iajs-2121	2	37	network	network	NOUN
iajs-2121	2	38	.	.	PUNCT
iajs-2121	3	1	image	image	NOUN
iajs-2121	3	2	compression	compression	NOUN
iajs-2121	3	3	techniques	technique	NOUN
iajs-2121	3	4	not	not	PART
iajs-2121	3	5	only	only	ADV
iajs-2121	3	6	minimize	minimize	VERB
iajs-2121	3	7	the	the	DET
iajs-2121	3	8	image	image	NOUN
iajs-2121	3	9	storage	storage	NOUN
iajs-2121	3	10	space	space	NOUN
iajs-2121	3	11	but	but	CCONJ
iajs-2121	3	12	also	also	ADV
iajs-2121	3	13	preserve	preserve	VERB
iajs-2121	3	14	the	the	DET
iajs-2121	3	15	quality	quality	NOUN
iajs-2121	3	16	of	of	ADP
iajs-2121	3	17	image	image	NOUN
iajs-2121	3	18	.	.	PUNCT
iajs-2121	4	1	this	this	DET
iajs-2121	4	2	paper	paper	NOUN
iajs-2121	4	3	reveal	reveal	VERB
iajs-2121	4	4	image	image	NOUN
iajs-2121	4	5	compression	compression	NOUN
iajs-2121	4	6	technique	technique	NOUN
iajs-2121	4	7	which	which	PRON
iajs-2121	4	8	uses	use	VERB
iajs-2121	4	9	distinct	distinct	ADJ
iajs-2121	4	10	image	image	NOUN
iajs-2121	4	11	coding	code	VERB
iajs-2121	4	12	scheme	scheme	NOUN
iajs-2121	4	13	based	base	VERB
iajs-2121	4	14	on	on	ADP
iajs-2121	4	15	wavelet	wavelet	NOUN
iajs-2121	4	16	transform	transform	NOUN
iajs-2121	4	17	that	that	SCONJ
iajs-2121	4	18	combined	combine	VERB
iajs-2121	4	19	effective	effective	ADJ
iajs-2121	4	20	types	type	NOUN
iajs-2121	4	21	of	of	ADP
iajs-2121	4	22	compression	compression	NOUN
iajs-2121	4	23	algorithms	algorithm	NOUN
iajs-2121	4	24	for	for	ADP
iajs-2121	4	25	further	further	ADJ
iajs-2121	4	26	compression	compression	NOUN
iajs-2121	4	27	.	.	PUNCT
iajs-2121	5	1	ezw	ezw	VERB
iajs-2121	5	2	and	and	CCONJ
iajs-2121	5	3	spiht	spiht	ADJ
iajs-2121	5	4	algorithms	algorithm	NOUN
iajs-2121	5	5	are	be	AUX
iajs-2121	5	6	types	type	NOUN
iajs-2121	5	7	of	of	ADP
iajs-2121	5	8	significant	significant	ADJ
iajs-2121	5	9	compression	compression	NOUN
iajs-2121	5	10	techniques	technique	NOUN
iajs-2121	5	11	that	that	PRON
iajs-2121	5	12	obtainable	obtainable	VERB
iajs-2121	5	13	for	for	ADP
iajs-2121	5	14	lossy	lossy	ADJ
iajs-2121	5	15	image	image	NOUN
iajs-2121	5	16	compression	compression	NOUN
iajs-2121	5	17	algorithms	algorithm	NOUN
iajs-2121	5	18	.	.	PUNCT
iajs-2121	6	1	the	the	DET
iajs-2121	6	2	ezw	ezw	NOUN
iajs-2121	6	3	coding	code	VERB
iajs-2121	6	4	is	be	AUX
iajs-2121	6	5	a	a	DET
iajs-2121	6	6	worthwhile	worthwhile	ADJ
iajs-2121	6	7	and	and	CCONJ
iajs-2121	6	8	simple	simple	ADJ
iajs-2121	6	9	efficient	efficient	ADJ
iajs-2121	6	10	algorithm	algorithm	NOUN
iajs-2121	6	11	.	.	PUNCT
iajs-2121	7	1	spiht	spiht	NOUN
iajs-2121	7	2	is	be	AUX
iajs-2121	7	3	an	an	DET
iajs-2121	7	4	most	most	ADV
iajs-2121	7	5	powerful	powerful	ADJ
iajs-2121	7	6	technique	technique	NOUN
iajs-2121	7	7	that	that	PRON
iajs-2121	7	8	utilize	utilize	VERB
iajs-2121	7	9	for	for	ADP
iajs-2121	7	10	image	image	NOUN
iajs-2121	7	11	compression	compression	NOUN
iajs-2121	7	12	depend	depend	VERB
iajs-2121	7	13	on	on	ADP
iajs-2121	7	14	the	the	DET
iajs-2121	7	15	concept	concept	NOUN
iajs-2121	7	16	of	of	ADP
iajs-2121	7	17	coding	code	VERB
iajs-2121	7	18	set	set	NOUN
iajs-2121	7	19	of	of	ADP
iajs-2121	7	20	wavelet	wavelet	NOUN
iajs-2121	7	21	coefficients	coefficient	NOUN
iajs-2121	7	22	as	as	ADP
iajs-2121	7	23	zero	zero	NUM
iajs-2121	7	24	trees	tree	NOUN
iajs-2121	7	25	.	.	PUNCT
iajs-2121	8	1	the	the	DET
iajs-2121	8	2	proposed	propose	VERB
iajs-2121	8	3	compression	compression	NOUN
iajs-2121	8	4	algorithm	algorithm	NOUN
iajs-2121	8	5	that	that	SCONJ
iajs-2121	8	6	combined	combine	VERB
iajs-2121	8	7	dual	dual	ADJ
iajs-2121	8	8	image	image	NOUN
iajs-2121	8	9	compression	compression	NOUN
iajs-2121	8	10	techniques	technique	NOUN
iajs-2121	8	11	(	(	PUNCT
iajs-2121	8	12	dict	dict	NOUN
iajs-2121	8	13	)	)	PUNCT
iajs-2121	8	14	invest	invest	VERB
iajs-2121	8	15	an	an	DET
iajs-2121	8	16	excellent	excellent	ADJ
iajs-2121	8	17	features	feature	NOUN
iajs-2121	8	18	from	from	ADP
iajs-2121	8	19	each	each	DET
iajs-2121	8	20	methods	method	NOUN
iajs-2121	8	21	,	,	PUNCT
iajs-2121	8	22	which	which	PRON
iajs-2121	8	23	then	then	ADV
iajs-2121	8	24	produce	produce	VERB
iajs-2121	8	25	promising	promising	ADJ
iajs-2121	8	26	technique	technique	NOUN
iajs-2121	8	27	for	for	ADP
iajs-2121	8	28	still	still	ADV
iajs-2121	8	29	image	image	NOUN
iajs-2121	8	30	compression	compression	NOUN
iajs-2121	8	31	through	through	ADP
iajs-2121	8	32	minimize	minimize	NOUN
iajs-2121	8	33	bits	bit	NOUN
iajs-2121	8	34	number	number	NOUN
iajs-2121	8	35	that	that	PRON
iajs-2121	8	36	required	require	VERB
iajs-2121	8	37	to	to	PART
iajs-2121	8	38	represent	represent	VERB
iajs-2121	8	39	the	the	DET
iajs-2121	8	40	input	input	NOUN
iajs-2121	8	41	image	image	NOUN
iajs-2121	8	42	,	,	PUNCT
iajs-2121	8	43	to	to	ADP
iajs-2121	8	44	the	the	DET
iajs-2121	8	45	degree	degree	NOUN
iajs-2121	8	46	allowed	allow	VERB
iajs-2121	8	47	without	without	ADP
iajs-2121	8	48	significant	significant	ADJ
iajs-2121	8	49	impact	impact	NOUN
iajs-2121	8	50	on	on	ADP
iajs-2121	8	51	quality	quality	NOUN
iajs-2121	8	52	of	of	ADP
iajs-2121	8	53	reconstructed	reconstructed	ADJ
iajs-2121	8	54	image	image	NOUN
iajs-2121	8	55	.	.	PUNCT
iajs-2121	9	1	the	the	DET
iajs-2121	9	2	experimental	experimental	ADJ
iajs-2121	9	3	results	result	NOUN
iajs-2121	9	4	present	present	ADJ
iajs-2121	9	5	that	that	SCONJ
iajs-2121	9	6	dict	dict	PROPN
iajs-2121	9	7	will	will	AUX
iajs-2121	9	8	improve	improve	VERB
iajs-2121	9	9	the	the	DET
iajs-2121	9	10	image	image	NOUN
iajs-2121	9	11	compression	compression	NOUN
iajs-2121	9	12	efficiency	efficiency	NOUN
iajs-2121	9	13	between	between	ADP
iajs-2121	9	14	8	8	NUM
iajs-2121	9	15	to	to	PART
iajs-2121	9	16	24	24	NUM
iajs-2121	9	17	%	%	NOUN
iajs-2121	9	18	,	,	PUNCT
iajs-2121	9	19	and	and	CCONJ
iajs-2121	9	20	will	will	AUX
iajs-2121	9	21	result	result	VERB
iajs-2121	9	22	high	high	ADJ
iajs-2121	9	23	performance	performance	NOUN
iajs-2121	9	24	of	of	ADP
iajs-2121	9	25	metrics	metric	NOUN
iajs-2121	9	26	values	value	NOUN
iajs-2121	9	27	.	.	PUNCT
iajs-2121	10	1	key	key	ADJ
iajs-2121	10	2	words	word	NOUN
iajs-2121	10	3	:	:	PUNCT
iajs-2121	10	4	dual	dual	ADJ
iajs-2121	10	5	compression	compression	NOUN
iajs-2121	10	6	,	,	PUNCT
iajs-2121	10	7	image	image	NOUN
iajs-2121	10	8	compression	compression	NOUN
iajs-2121	10	9	,	,	PUNCT
iajs-2121	10	10	sphit	sphit	NOUN
iajs-2121	10	11	and	and	CCONJ
iajs-2121	10	12	ezw	ezw	NOUN
iajs-2121	10	13	.	.	NOUN
iajs-2121	11	1	1	1	X
iajs-2121	11	2	.	.	X
iajs-2121	11	3	introduction	introduction	NOUN
iajs-2121	11	4	as	as	ADP
iajs-2121	11	5	a	a	DET
iajs-2121	11	6	result	result	NOUN
iajs-2121	11	7	of	of	ADP
iajs-2121	11	8	large	large	ADJ
iajs-2121	11	9	growth	growth	NOUN
iajs-2121	11	10	in	in	ADP
iajs-2121	11	11	new	new	ADJ
iajs-2121	11	12	technology	technology	NOUN
iajs-2121	11	13	like	like	ADP
iajs-2121	11	14	smart	smart	ADJ
iajs-2121	11	15	phones	phone	NOUN
iajs-2121	11	16	and	and	CCONJ
iajs-2121	11	17	powerful	powerful	ADJ
iajs-2121	11	18	applications	application	NOUN
iajs-2121	11	19	in	in	ADP
iajs-2121	11	20	the	the	DET
iajs-2121	11	21	civil	civil	ADJ
iajs-2121	11	22	communication	communication	NOUN
iajs-2121	11	23	fields	field	NOUN
iajs-2121	11	24	,	,	PUNCT
iajs-2121	11	25	as	as	SCONJ
iajs-2121	11	26	the	the	DET
iajs-2121	11	27	image	image	NOUN
iajs-2121	11	28	be	be	AUX
iajs-2121	11	29	the	the	DET
iajs-2121	11	30	core	core	NOUN
iajs-2121	11	31	of	of	ADP
iajs-2121	11	32	these	these	DET
iajs-2121	11	33	technology	technology	NOUN
iajs-2121	11	34	development	development	NOUN
iajs-2121	11	35	which	which	PRON
iajs-2121	11	36	basically	basically	ADV
iajs-2121	11	37	faces	face	VERB
iajs-2121	11	38	from	from	ADP
iajs-2121	11	39	large	large	ADJ
iajs-2121	11	40	image	image	NOUN
iajs-2121	11	41	size	size	NOUN
iajs-2121	11	42	which	which	PRON
iajs-2121	11	43	required	require	VERB
iajs-2121	11	44	large	large	ADJ
iajs-2121	11	45	number	number	NOUN
iajs-2121	11	46	of	of	ADP
iajs-2121	11	47	bits	bit	NOUN
iajs-2121	11	48	.	.	PUNCT
iajs-2121	12	1	there	there	PRON
iajs-2121	12	2	are	be	VERB
iajs-2121	12	3	many	many	ADJ
iajs-2121	12	4	difficulties	difficulty	NOUN
iajs-2121	12	5	to	to	PART
iajs-2121	12	6	develop	develop	VERB
iajs-2121	12	7	solutions	solution	NOUN
iajs-2121	12	8	for	for	ADP
iajs-2121	12	9	this	this	DET
iajs-2121	12	10	large	large	ADJ
iajs-2121	12	11	amount	amount	NOUN
iajs-2121	12	12	of	of	ADP
iajs-2121	12	13	information	information	NOUN
iajs-2121	12	14	[	[	X
iajs-2121	12	15	1	1	NUM
iajs-2121	12	16	]	]	PUNCT
iajs-2121	12	17	.	.	PUNCT
iajs-2121	13	1	the	the	DET
iajs-2121	13	2	large	large	ADJ
iajs-2121	13	3	storage	storage	NOUN
iajs-2121	13	4	capacity	capacity	NOUN
iajs-2121	13	5	and	and	CCONJ
iajs-2121	13	6	high	high	ADJ
iajs-2121	13	7	bandwidth	bandwidth	NOUN
iajs-2121	13	8	are	be	AUX
iajs-2121	13	9	needed	need	VERB
iajs-2121	13	10	to	to	ADP
iajs-2121	13	11	‎transfer	‎transfer	PROPN
iajs-2121	13	12	uncompressed	uncompress	VERB
iajs-2121	13	13	data	datum	NOUN
iajs-2121	13	14	of	of	ADP
iajs-2121	13	15	images	image	NOUN
iajs-2121	13	16	.	.	PUNCT
iajs-2121	14	1	in	in	ADP
iajs-2121	14	2	‎order	‎order	PROPN
iajs-2121	14	3	to	to	PART
iajs-2121	14	4	efficiently	efficiently	ADV
iajs-2121	14	5	transmit	transmit	VERB
iajs-2121	14	6	large	large	ADJ
iajs-2121	14	7	multimedia	multimedia	NOUN
iajs-2121	14	8	data	datum	NOUN
iajs-2121	14	9	,	,	PUNCT
iajs-2121	14	10	it	it	PRON
iajs-2121	14	11	must	must	AUX
iajs-2121	14	12	be	be	AUX
iajs-2121	14	13	reduce	reduce	VERB
iajs-2121	14	14	the	the	DET
iajs-2121	14	15	file	file	NOUN
iajs-2121	14	16	size	size	NOUN
iajs-2121	14	17	by	by	ADP
iajs-2121	14	18	utilizing	utilize	VERB
iajs-2121	14	19	proposed	propose	VERB
iajs-2121	14	20	‎compressed	‎compresse	VERB
iajs-2121	14	21	technique	technique	NOUN
iajs-2121	14	22	[	[	X
iajs-2121	14	23	2	2	NUM
iajs-2121	14	24	]	]	PUNCT
iajs-2121	14	25	.	.	PUNCT
iajs-2121	15	1	the	the	DET
iajs-2121	15	2	suitable	suitable	ADJ
iajs-2121	15	3	solution	solution	NOUN
iajs-2121	15	4	for	for	ADP
iajs-2121	15	5	large	large	ADJ
iajs-2121	15	6	image	image	NOUN
iajs-2121	15	7	data	datum	NOUN
iajs-2121	15	8	is	be	AUX
iajs-2121	15	9	image	image	NOUN
iajs-2121	15	10	compression	compression	NOUN
iajs-2121	15	11	that	that	PRON
iajs-2121	15	12	depends	depend	VERB
iajs-2121	15	13	on	on	ADP
iajs-2121	15	14	the	the	DET
iajs-2121	15	15	reducing	reducing	NOUN
iajs-2121	15	16	of	of	ADP
iajs-2121	15	17	the	the	DET
iajs-2121	15	18	required	require	VERB
iajs-2121	15	19	number	number	NOUN
iajs-2121	15	20	of	of	ADP
iajs-2121	15	21	redundancy	redundancy	NOUN
iajs-2121	15	22	bits	bit	NOUN
iajs-2121	15	23	,	,	PUNCT
iajs-2121	15	24	that	that	PRON
iajs-2121	15	25	completely	completely	ADV
iajs-2121	15	26	affecting	affect	VERB
iajs-2121	15	27	the	the	DET
iajs-2121	15	28	saved	save	VERB
iajs-2121	15	29	or	or	CCONJ
iajs-2121	15	30	transmitted	transmit	VERB
iajs-2121	15	31	information	information	NOUN
iajs-2121	15	32	.	.	PUNCT
iajs-2121	16	1	digital	digital	ADJ
iajs-2121	16	2	image	image	NOUN
iajs-2121	16	3	is	be	AUX
iajs-2121	16	4	ordered	order	VERB
iajs-2121	16	5	of	of	ADP
iajs-2121	16	6	pixels	pixel	NOUN
iajs-2121	16	7	in	in	ADP
iajs-2121	16	8	a	a	DET
iajs-2121	16	9	matrix	matrix	NOUN
iajs-2121	16	10	that	that	PRON
iajs-2121	16	11	represent	represent	VERB
iajs-2121	16	12	a	a	DET
iajs-2121	16	13	form	form	NOUN
iajs-2121	16	14	of	of	ADP
iajs-2121	16	15	specific	specific	ADJ
iajs-2121	16	16	rows	row	NOUN
iajs-2121	16	17	and	and	CCONJ
iajs-2121	16	18	columns	column	NOUN
iajs-2121	16	19	which	which	PRON
iajs-2121	16	20	identify	identify	VERB
iajs-2121	16	21	image	image	NOUN
iajs-2121	16	22	width	width	NOUN
iajs-2121	16	23	and	and	CCONJ
iajs-2121	16	24	height	height	NOUN
iajs-2121	16	25	.	.	PUNCT
iajs-2121	17	1	each	each	DET
iajs-2121	17	2	individual	individual	ADJ
iajs-2121	17	3	pixel	pixel	PROPN
iajs-2121	17	4	contains	contain	VERB
iajs-2121	17	5	an	an	DET
iajs-2121	17	6	intensity	intensity	NOUN
iajs-2121	17	7	value	value	NOUN
iajs-2121	17	8	which	which	PRON
iajs-2121	17	9	declared	declare	VERB
iajs-2121	17	10	by	by	ADP
iajs-2121	17	11	fixed	fix	VERB
iajs-2121	17	12	abo	abo	NOUN
iajs-2121	17	13	bakir	bakir	NOUN
iajs-2121	17	14	s.	s.	PROPN
iajs-2121	17	15	merchany	merchany	PROPN
iajs-2121	17	16	ibn	ibn	PROPN
iajs-2121	17	17	al	al	PROPN
iajs-2121	17	18	haitham	haitham	PROPN
iajs-2121	17	19	journal	journal	PROPN
iajs-2121	17	20	for	for	ADP
iajs-2121	17	21	pure	pure	ADJ
iajs-2121	17	22	and	and	CCONJ
iajs-2121	17	23	applied	apply	VERB
iajs-2121	17	24	science	science	NOUN
iajs-2121	17	25	journal	journal	PROPN
iajs-2121	17	26	homepage	homepage	NOUN
iajs-2121	17	27	:	:	PUNCT
iajs-2121	17	28	http://jih.uobaghdad.edu.iq/index.php/j/index	http://jih.uobaghdad.edu.iq/index.php/j/index	PROPN
iajs-2121	17	29	10.30526/32.2.2121	10.30526/32.2.2121	PROPN
iajs-2121	17	30	doi	doi	PROPN
iajs-2121	17	31	:	:	PUNCT
iajs-2121	17	32	an	an	DET
iajs-2121	17	33	improved	improved	ADJ
iajs-2121	17	34	image	image	NOUN
iajs-2121	17	35	compression	compression	NOUN
iajs-2121	17	36	technique	technique	NOUN
iajs-2121	17	37	using	use	VERB
iajs-2121	17	38	ezw	ezw	NOUN
iajs-2121	17	39	and	and	CCONJ
iajs-2121	17	40	sphit	sphit	VERB
iajs-2121	17	41	algorithms	algorithms	NOUN
iajs-2121	17	42	ameen	ameen	NOUN
iajs-2121	17	43	babakir	babakir	PROPN
iajs-2121	17	44	article	article	PROPN
iajs-2121	17	45	history	history	NOUN
iajs-2121	17	46	:	:	PUNCT
iajs-2121	17	47	received	receive	VERB
iajs-2121	17	48	4	4	NUM
iajs-2121	17	49	march	march	NOUN
iajs-2121	17	50	2019	2019	NUM
iajs-2121	17	51	,	,	PUNCT
iajs-2121	17	52	accepted	accept	VERB
iajs-2121	17	53	14	14	NUM
iajs-2121	17	54	april	april	PROPN
iajs-2121	17	55	2019	2019	NUM
iajs-2121	17	56	,	,	PUNCT
iajs-2121	17	57	publish	publish	VERB
iajs-2121	17	58	may	may	PROPN
iajs-2121	17	59	2019	2019	NUM
iajs-2121	17	60	aqeel	aqeel	PROPN
iajs-2121	17	61	k.	k.	PROPN
iajs-2121	17	62	kadhim	kadhim	PROPN
iajs-2121	17	63	university	university	PROPN
iajs-2121	17	64	of	of	ADP
iajs-2121	17	65	al	al	PROPN
iajs-2121	17	66	neelain	neelain	PROPN
iajs-2121	17	67	,	,	PUNCT
iajs-2121	17	68	al	al	PROPN
iajs-2121	17	69	-	-	PUNCT
iajs-2121	17	70	khartoumsudan	khartoumsudan	PROPN
iajs-2121	17	71	kadhimaqed@gmail.com	kadhimaqed@gmail.com	X
iajs-2121	18	1	mailto:kadhimaqed@gmail.com	mailto:kadhimaqed@gmail.com	X
iajs-2121	19	1	mailto:kadhimaqed@gmail.com	mailto:kadhimaqed@gmail.com	X
iajs-2121	19	2	146	146	NUM
iajs-2121	20	1	ibn	ibn	PROPN
iajs-2121	20	2	al	al	PROPN
iajs-2121	20	3	-	-	PUNCT
iajs-2121	20	4	haitham	haitham	PROPN
iajs-2121	20	5	jour	jour	X
iajs-2121	20	6	.	.	PROPN
iajs-2121	20	7	for	for	ADP
iajs-2121	20	8	pure	pure	ADJ
iajs-2121	20	9	&	&	CCONJ
iajs-2121	20	10	appl	appl	PROPN
iajs-2121	20	11	.	.	PUNCT
iajs-2121	21	1	sci	sci	PROPN
iajs-2121	21	2	.	.	PROPN
iajs-2121	21	3	32	32	NUM
iajs-2121	21	4	(	(	PUNCT
iajs-2121	21	5	2	2	NUM
iajs-2121	21	6	)	)	PUNCT
iajs-2121	21	7	2019	2019	NUM
iajs-2121	21	8	bits	bit	NOUN
iajs-2121	21	9	number	number	NOUN
iajs-2121	21	10	.	.	PUNCT
iajs-2121	22	1	the	the	DET
iajs-2121	22	2	compression	compression	NOUN
iajs-2121	22	3	technique	technique	NOUN
iajs-2121	22	4	be	be	VERB
iajs-2121	22	5	a	a	DET
iajs-2121	22	6	goal	goal	NOUN
iajs-2121	22	7	to	to	PART
iajs-2121	22	8	overcome	overcome	VERB
iajs-2121	22	9	the	the	DET
iajs-2121	22	10	wasted	waste	VERB
iajs-2121	22	11	bytes	byte	NOUN
iajs-2121	22	12	,	,	PUNCT
iajs-2121	22	13	depend	depend	VERB
iajs-2121	22	14	on	on	ADP
iajs-2121	22	15	the	the	DET
iajs-2121	22	16	utilization	utilization	NOUN
iajs-2121	22	17	of	of	ADP
iajs-2121	22	18	redundancy	redundancy	NOUN
iajs-2121	22	19	,	,	PUNCT
iajs-2121	22	20	in	in	ADP
iajs-2121	22	21	which	which	PRON
iajs-2121	22	22	cover	cover	VERB
iajs-2121	22	23	all	all	DET
iajs-2121	22	24	types	type	NOUN
iajs-2121	22	25	of	of	ADP
iajs-2121	22	26	repetition	repetition	NOUN
iajs-2121	22	27	or	or	CCONJ
iajs-2121	22	28	similarity	similarity	NOUN
iajs-2121	22	29	,	,	PUNCT
iajs-2121	22	30	and	and	CCONJ
iajs-2121	22	31	needless	needless	ADJ
iajs-2121	22	32	or	or	CCONJ
iajs-2121	22	33	undesired	undesired	ADJ
iajs-2121	22	34	values	value	NOUN
iajs-2121	22	35	of	of	ADP
iajs-2121	22	36	image	image	NOUN
iajs-2121	22	37	pixel	pixel	NOUN
iajs-2121	22	38	.	.	PUNCT
iajs-2121	23	1	generally	generally	ADV
iajs-2121	23	2	,	,	PUNCT
iajs-2121	23	3	there	there	PRON
iajs-2121	23	4	are	be	VERB
iajs-2121	23	5	two	two	NUM
iajs-2121	23	6	categories	category	NOUN
iajs-2121	23	7	image	image	NOUN
iajs-2121	23	8	redundancy	redundancy	NOUN
iajs-2121	23	9	,	,	PUNCT
iajs-2121	23	10	(	(	PUNCT
iajs-2121	23	11	i	i	NOUN
iajs-2121	23	12	)	)	PUNCT
iajs-2121	23	13	statistical	statistical	ADJ
iajs-2121	23	14	and	and	CCONJ
iajs-2121	23	15	(	(	PUNCT
iajs-2121	23	16	ii	ii	NOUN
iajs-2121	23	17	)	)	PUNCT
iajs-2121	23	18	psych	psych	NOUN
iajs-2121	23	19	-	-	PUNCT
iajs-2121	23	20	visual	visual	ADJ
iajs-2121	23	21	redundancy	redundancy	NOUN
iajs-2121	23	22	[	[	X
iajs-2121	23	23	3	3	NUM
iajs-2121	23	24	]	]	PUNCT
iajs-2121	23	25	.	.	PUNCT
iajs-2121	24	1	image	image	NOUN
iajs-2121	24	2	compression	compression	NOUN
iajs-2121	24	3	basically	basically	ADV
iajs-2121	24	4	reduces	reduce	VERB
iajs-2121	24	5	the	the	DET
iajs-2121	24	6	size	size	NOUN
iajs-2121	24	7	of	of	ADP
iajs-2121	24	8	image	image	NOUN
iajs-2121	24	9	by	by	ADP
iajs-2121	24	10	represent	represent	VERB
iajs-2121	24	11	the	the	DET
iajs-2121	24	12	important	important	ADJ
iajs-2121	24	13	image	image	NOUN
iajs-2121	24	14	data	datum	NOUN
iajs-2121	24	15	with	with	ADP
iajs-2121	24	16	smaller	small	ADJ
iajs-2121	24	17	size	size	NOUN
iajs-2121	24	18	of	of	ADP
iajs-2121	24	19	bits	bit	NOUN
iajs-2121	24	20	,	,	PUNCT
iajs-2121	24	21	by	by	ADP
iajs-2121	24	22	removing	remove	VERB
iajs-2121	24	23	the	the	DET
iajs-2121	24	24	not	not	PART
iajs-2121	24	25	important	important	ADJ
iajs-2121	24	26	image	image	NOUN
iajs-2121	24	27	information	information	NOUN
iajs-2121	24	28	[	[	X
iajs-2121	24	29	4	4	NUM
iajs-2121	24	30	,	,	PUNCT
iajs-2121	24	31	5	5	NUM
iajs-2121	24	32	]	]	PUNCT
iajs-2121	24	33	.	.	PUNCT
iajs-2121	25	1	most	most	ADJ
iajs-2121	25	2	significant	significant	ADJ
iajs-2121	25	3	topics	topic	NOUN
iajs-2121	25	4	in	in	ADP
iajs-2121	25	5	the	the	DET
iajs-2121	25	6	techniques	technique	NOUN
iajs-2121	25	7	of	of	ADP
iajs-2121	25	8	image	image	NOUN
iajs-2121	25	9	compression	compression	NOUN
iajs-2121	25	10	are	be	AUX
iajs-2121	25	11	how	how	SCONJ
iajs-2121	25	12	to	to	PART
iajs-2121	25	13	manage	manage	VERB
iajs-2121	25	14	digital	digital	ADJ
iajs-2121	25	15	image	image	NOUN
iajs-2121	25	16	data	datum	NOUN
iajs-2121	25	17	in	in	ADP
iajs-2121	25	18	order	order	NOUN
iajs-2121	25	19	to	to	PART
iajs-2121	25	20	increase	increase	VERB
iajs-2121	25	21	grade	grade	NOUN
iajs-2121	25	22	of	of	ADP
iajs-2121	25	23	compressed	compressed	ADJ
iajs-2121	25	24	image	image	NOUN
iajs-2121	25	25	and	and	CCONJ
iajs-2121	25	26	the	the	DET
iajs-2121	25	27	ratio	ratio	NOUN
iajs-2121	25	28	of	of	ADP
iajs-2121	25	29	compression	compression	NOUN
iajs-2121	25	30	efficiency	efficiency	NOUN
iajs-2121	25	31	during	during	ADP
iajs-2121	25	32	data	data	NOUN
iajs-2121	25	33	transmission	transmission	NOUN
iajs-2121	25	34	and	and	CCONJ
iajs-2121	25	35	storage	storage	NOUN
iajs-2121	25	36	.	.	PUNCT
iajs-2121	26	1	the	the	DET
iajs-2121	26	2	above	above	ADV
iajs-2121	26	3	-	-	PUNCT
iajs-2121	26	4	mentioned	mention	VERB
iajs-2121	26	5	problems	problem	NOUN
iajs-2121	26	6	are	be	AUX
iajs-2121	26	7	among	among	ADP
iajs-2121	26	8	the	the	DET
iajs-2121	26	9	topics	topic	NOUN
iajs-2121	26	10	of	of	ADP
iajs-2121	26	11	interest	interest	NOUN
iajs-2121	26	12	to	to	ADP
iajs-2121	26	13	researchers	researcher	NOUN
iajs-2121	26	14	working	work	VERB
iajs-2121	26	15	in	in	ADP
iajs-2121	26	16	the	the	DET
iajs-2121	26	17	field	field	NOUN
iajs-2121	26	18	of	of	ADP
iajs-2121	26	19	image	image	NOUN
iajs-2121	26	20	compression	compression	NOUN
iajs-2121	26	21	.	.	PUNCT
iajs-2121	27	1	one	one	NUM
iajs-2121	27	2	of	of	ADP
iajs-2121	27	3	these	these	DET
iajs-2121	27	4	solutions	solution	NOUN
iajs-2121	27	5	is	be	AUX
iajs-2121	27	6	a	a	DET
iajs-2121	27	7	dual	dual	ADJ
iajs-2121	27	8	compression	compression	NOUN
iajs-2121	27	9	method	method	NOUN
iajs-2121	27	10	for	for	ADP
iajs-2121	27	11	high	high	ADJ
iajs-2121	27	12	compression	compression	NOUN
iajs-2121	27	13	ratio	ratio	NOUN
iajs-2121	27	14	[	[	X
iajs-2121	27	15	6	6	NUM
iajs-2121	27	16	]	]	PUNCT
iajs-2121	27	17	.	.	PUNCT
iajs-2121	28	1	a	a	DET
iajs-2121	28	2	dict	dict	NOUN
iajs-2121	28	3	is	be	AUX
iajs-2121	28	4	a	a	DET
iajs-2121	28	5	technique	technique	NOUN
iajs-2121	28	6	that	that	SCONJ
iajs-2121	28	7	combining	combine	VERB
iajs-2121	28	8	superior	superior	ADJ
iajs-2121	28	9	features	feature	NOUN
iajs-2121	28	10	for	for	ADP
iajs-2121	28	11	each	each	DET
iajs-2121	28	12	group	group	NOUN
iajs-2121	28	13	of	of	ADP
iajs-2121	28	14	methods	method	NOUN
iajs-2121	28	15	.	.	PUNCT
iajs-2121	29	1	the	the	DET
iajs-2121	29	2	goal	goal	NOUN
iajs-2121	29	3	of	of	ADP
iajs-2121	29	4	this	this	DET
iajs-2121	29	5	paper	paper	NOUN
iajs-2121	29	6	is	be	AUX
iajs-2121	29	7	to	to	PART
iajs-2121	29	8	identify	identify	VERB
iajs-2121	29	9	how	how	SCONJ
iajs-2121	29	10	to	to	PART
iajs-2121	29	11	develop	develop	VERB
iajs-2121	29	12	a	a	DET
iajs-2121	29	13	dual	dual	ADJ
iajs-2121	29	14	compression	compression	NOUN
iajs-2121	29	15	technique	technique	NOUN
iajs-2121	29	16	that	that	PRON
iajs-2121	29	17	being	be	AUX
iajs-2121	29	18	utilize	utilize	VERB
iajs-2121	29	19	to	to	PART
iajs-2121	29	20	improve	improve	VERB
iajs-2121	29	21	the	the	DET
iajs-2121	29	22	performance	performance	NOUN
iajs-2121	29	23	metrics	metric	NOUN
iajs-2121	29	24	of	of	ADP
iajs-2121	29	25	image	image	NOUN
iajs-2121	29	26	compression	compression	NOUN
iajs-2121	29	27	.	.	PUNCT
iajs-2121	30	1	this	this	DET
iajs-2121	30	2	technique	technique	NOUN
iajs-2121	30	3	based	base	VERB
iajs-2121	30	4	on	on	ADP
iajs-2121	30	5	using	use	VERB
iajs-2121	30	6	two	two	NUM
iajs-2121	30	7	separate	separate	ADJ
iajs-2121	30	8	compression	compression	NOUN
iajs-2121	30	9	schemes	scheme	NOUN
iajs-2121	30	10	,	,	PUNCT
iajs-2121	30	11	firstly	firstly	ADV
iajs-2121	30	12	,	,	PUNCT
iajs-2121	30	13	the	the	DET
iajs-2121	30	14	wavelet	wavelet	NOUN
iajs-2121	30	15	transform	transform	VERB
iajs-2121	30	16	with	with	ADP
iajs-2121	30	17	sphit	sphit	ADJ
iajs-2121	30	18	method	method	NOUN
iajs-2121	30	19	and	and	CCONJ
iajs-2121	30	20	the	the	DET
iajs-2121	30	21	resulting	result	VERB
iajs-2121	30	22	data	datum	NOUN
iajs-2121	30	23	reduction	reduction	NOUN
iajs-2121	30	24	file	file	NOUN
iajs-2121	30	25	will	will	AUX
iajs-2121	30	26	be	be	AUX
iajs-2121	30	27	compressed	compress	VERB
iajs-2121	30	28	again	again	ADV
iajs-2121	30	29	with	with	ADP
iajs-2121	30	30	lzw	lzw	NOUN
iajs-2121	30	31	.	.	PUNCT
iajs-2121	31	1	the	the	DET
iajs-2121	31	2	resulting	result	VERB
iajs-2121	31	3	compressed	compress	VERB
iajs-2121	31	4	file	file	NOUN
iajs-2121	31	5	will	will	AUX
iajs-2121	31	6	have	have	VERB
iajs-2121	31	7	a	a	DET
iajs-2121	31	8	good	good	ADJ
iajs-2121	31	9	quality	quality	NOUN
iajs-2121	31	10	,	,	PUNCT
iajs-2121	31	11	data	datum	NOUN
iajs-2121	31	12	reduction	reduction	NOUN
iajs-2121	31	13	and	and	CCONJ
iajs-2121	31	14	there	there	PRON
iajs-2121	31	15	is	be	VERB
iajs-2121	31	16	large	large	ADJ
iajs-2121	31	17	percentage	percentage	NOUN
iajs-2121	31	18	in	in	ADP
iajs-2121	31	19	performance	performance	NOUN
iajs-2121	31	20	improving	improve	VERB
iajs-2121	31	21	.	.	PUNCT
iajs-2121	32	1	2	2	X
iajs-2121	32	2	.	.	X
iajs-2121	32	3	related	relate	VERB
iajs-2121	32	4	works	work	VERB
iajs-2121	32	5	many	many	ADJ
iajs-2121	32	6	researchers	researcher	NOUN
iajs-2121	32	7	present	present	VERB
iajs-2121	32	8	various	various	ADJ
iajs-2121	32	9	image	image	NOUN
iajs-2121	32	10	compression	compression	NOUN
iajs-2121	32	11	techniques	technique	NOUN
iajs-2121	32	12	,	,	PUNCT
iajs-2121	32	13	improvements	improvement	NOUN
iajs-2121	32	14	and	and	CCONJ
iajs-2121	32	15	developments	development	NOUN
iajs-2121	32	16	have	have	AUX
iajs-2121	32	17	been	be	AUX
iajs-2121	32	18	going	go	VERB
iajs-2121	32	19	on	on	ADP
iajs-2121	32	20	for	for	ADP
iajs-2121	32	21	several	several	ADJ
iajs-2121	32	22	decades	decade	NOUN
iajs-2121	32	23	.	.	PUNCT
iajs-2121	33	1	in	in	ADP
iajs-2121	33	2	[	[	X
iajs-2121	33	3	7	7	NUM
iajs-2121	33	4	]	]	PUNCT
iajs-2121	33	5	,	,	PUNCT
iajs-2121	33	6	a	a	DET
iajs-2121	33	7	modified	modify	VERB
iajs-2121	33	8	combined	combine	VERB
iajs-2121	33	9	wavelet	wavelet	NOUN
iajs-2121	33	10	methods	method	NOUN
iajs-2121	33	11	which	which	PRON
iajs-2121	33	12	presents	present	VERB
iajs-2121	33	13	better	well	ADJ
iajs-2121	33	14	image	image	NOUN
iajs-2121	33	15	compression	compression	NOUN
iajs-2121	33	16	was	be	AUX
iajs-2121	33	17	introduce	introduce	ADJ
iajs-2121	33	18	,	,	PUNCT
iajs-2121	33	19	new	new	ADJ
iajs-2121	33	20	wavelet	wavelet	NOUN
iajs-2121	33	21	transform	transform	NOUN
iajs-2121	33	22	that	that	SCONJ
iajs-2121	33	23	based	base	VERB
iajs-2121	33	24	on	on	ADP
iajs-2121	33	25	bi	bi	ADJ
iajs-2121	33	26	-	-	ADJ
iajs-2121	33	27	orthogonal	orthogonal	ADJ
iajs-2121	33	28	filter	filter	NOUN
iajs-2121	33	29	can	can	AUX
iajs-2121	33	30	give	give	VERB
iajs-2121	33	31	better	well	ADJ
iajs-2121	33	32	result	result	NOUN
iajs-2121	33	33	for	for	ADP
iajs-2121	33	34	calculate	calculate	NOUN
iajs-2121	33	35	psnr	psnr	NOUN
iajs-2121	33	36	and	and	CCONJ
iajs-2121	33	37	mse	mse	NOUN
iajs-2121	33	38	metrics	metric	NOUN
iajs-2121	33	39	.	.	PUNCT
iajs-2121	34	1	comparison	comparison	NOUN
iajs-2121	34	2	the	the	DET
iajs-2121	34	3	previous	previous	ADJ
iajs-2121	34	4	method	method	NOUN
iajs-2121	34	5	with	with	ADP
iajs-2121	34	6	(	(	PUNCT
iajs-2121	34	7	wavelet	wavelet	NOUN
iajs-2121	34	8	9/7	9/7	NUM
iajs-2121	34	9	and	and	CCONJ
iajs-2121	34	10	wavelet	wavelet	NOUN
iajs-2121	34	11	5/3	5/3	NUM
iajs-2121	34	12	)	)	PUNCT
iajs-2121	34	13	filter	filter	NOUN
iajs-2121	34	14	.	.	PUNCT
iajs-2121	35	1	a	a	DET
iajs-2121	35	2	new	new	ADJ
iajs-2121	35	3	concept	concept	NOUN
iajs-2121	35	4	for	for	ADP
iajs-2121	35	5	compression	compression	NOUN
iajs-2121	35	6	technique	technique	NOUN
iajs-2121	35	7	presents	present	NOUN
iajs-2121	35	8	from	from	ADP
iajs-2121	35	9	[	[	X
iajs-2121	35	10	8	8	NUM
iajs-2121	35	11	]	]	PUNCT
iajs-2121	35	12	,	,	PUNCT
iajs-2121	35	13	which	which	PRON
iajs-2121	35	14	improve	improve	VERB
iajs-2121	35	15	ultrasound	ultrasound	NOUN
iajs-2121	35	16	and	and	CCONJ
iajs-2121	35	17	angio	angio	NOUN
iajs-2121	35	18	images	image	NOUN
iajs-2121	35	19	by	by	ADP
iajs-2121	35	20	utilizing	utilize	VERB
iajs-2121	35	21	wavelet	wavelet	NOUN
iajs-2121	35	22	transform	transform	NOUN
iajs-2121	35	23	,	,	PUNCT
iajs-2121	35	24	the	the	DET
iajs-2121	35	25	experimental	experimental	ADJ
iajs-2121	35	26	simulation	simulation	NOUN
iajs-2121	35	27	give	give	VERB
iajs-2121	35	28	better	well	ADJ
iajs-2121	35	29	results	result	NOUN
iajs-2121	35	30	as	as	ADP
iajs-2121	35	31	compared	compare	VERB
iajs-2121	35	32	with	with	ADP
iajs-2121	35	33	dct	dct	PROPN
iajs-2121	35	34	.	.	PUNCT
iajs-2121	36	1	an	an	DET
iajs-2121	36	2	image	image	NOUN
iajs-2121	36	3	compression	compression	NOUN
iajs-2121	36	4	scheme	scheme	NOUN
iajs-2121	36	5	by	by	ADP
iajs-2121	36	6	utilizing	utilize	VERB
iajs-2121	36	7	bi	bi	ADJ
iajs-2121	36	8	-	-	ADJ
iajs-2121	36	9	orthogonal	orthogonal	ADJ
iajs-2121	36	10	wavelet	wavelet	NOUN
iajs-2121	36	11	transform	transform	NOUN
iajs-2121	36	12	is	be	AUX
iajs-2121	36	13	present	present	ADJ
iajs-2121	36	14	from	from	ADP
iajs-2121	36	15	[	[	X
iajs-2121	36	16	9	9	NUM
iajs-2121	36	17	]	]	PUNCT
iajs-2121	36	18	,	,	PUNCT
iajs-2121	36	19	which	which	PRON
iajs-2121	36	20	results	result	VERB
iajs-2121	36	21	high	high	ADJ
iajs-2121	36	22	compression	compression	NOUN
iajs-2121	36	23	efficiency	efficiency	NOUN
iajs-2121	36	24	and	and	CCONJ
iajs-2121	36	25	fast	fast	ADJ
iajs-2121	36	26	processing	processing	NOUN
iajs-2121	36	27	speed	speed	NOUN
iajs-2121	36	28	.	.	PUNCT
iajs-2121	37	1	in	in	ADP
iajs-2121	37	2	[	[	X
iajs-2121	37	3	10	10	NUM
iajs-2121	37	4	]	]	PUNCT
iajs-2121	37	5	,	,	PUNCT
iajs-2121	37	6	the	the	DET
iajs-2121	37	7	researcher	researcher	NOUN
iajs-2121	37	8	introduces	introduce	VERB
iajs-2121	37	9	a	a	DET
iajs-2121	37	10	practical	practical	ADJ
iajs-2121	37	11	method	method	NOUN
iajs-2121	37	12	used	use	VERB
iajs-2121	37	13	for	for	ADP
iajs-2121	37	14	mr	mr	PROPN
iajs-2121	37	15	image	image	NOUN
iajs-2121	37	16	compression	compression	NOUN
iajs-2121	37	17	,	,	PUNCT
iajs-2121	37	18	the	the	DET
iajs-2121	37	19	transform	transform	NOUN
iajs-2121	37	20	coding	code	VERB
iajs-2121	37	21	method	method	NOUN
iajs-2121	37	22	depends	depend	VERB
iajs-2121	37	23	on	on	ADP
iajs-2121	37	24	wavelet	wavelet	NOUN
iajs-2121	37	25	transform	transform	NOUN
iajs-2121	37	26	and	and	CCONJ
iajs-2121	37	27	vector	vector	NOUN
iajs-2121	37	28	quantization	quantization	NOUN
iajs-2121	37	29	.	.	PUNCT
iajs-2121	38	1	a	a	DET
iajs-2121	38	2	summarized	summarize	VERB
iajs-2121	38	3	survey	survey	NOUN
iajs-2121	38	4	of	of	ADP
iajs-2121	38	5	elected	elect	VERB
iajs-2121	38	6	famous	famous	ADJ
iajs-2121	38	7	wavelet	wavelet	NOUN
iajs-2121	38	8	coding	code	VERB
iajs-2121	38	9	techniques	technique	NOUN
iajs-2121	38	10	used	use	VERB
iajs-2121	38	11	to	to	PART
iajs-2121	38	12	compression	compression	VERB
iajs-2121	38	13	data	datum	NOUN
iajs-2121	38	14	of	of	ADP
iajs-2121	38	15	true	true	ADJ
iajs-2121	38	16	color	color	NOUN
iajs-2121	38	17	images	image	NOUN
iajs-2121	38	18	introduce	introduce	VERB
iajs-2121	38	19	in	in	ADP
iajs-2121	38	20	[	[	X
iajs-2121	38	21	11	11	NUM
iajs-2121	38	22	]	]	PUNCT
iajs-2121	38	23	,	,	PUNCT
iajs-2121	38	24	which	which	PRON
iajs-2121	38	25	present	present	VERB
iajs-2121	38	26	suggestions	suggestion	NOUN
iajs-2121	38	27	to	to	PART
iajs-2121	38	28	enhance	enhance	VERB
iajs-2121	38	29	new	new	ADJ
iajs-2121	38	30	algorithms	algorithm	NOUN
iajs-2121	38	31	for	for	ADP
iajs-2121	38	32	better	well	ADJ
iajs-2121	38	33	implementation	implementation	NOUN
iajs-2121	38	34	.	.	PUNCT
iajs-2121	39	1	sharing	sharing	NOUN
iajs-2121	39	2	of	of	ADP
iajs-2121	39	3	multi	multi	ADJ
iajs-2121	39	4	-	-	ADJ
iajs-2121	39	5	image	image	ADJ
iajs-2121	39	6	compression	compression	NOUN
iajs-2121	39	7	algorithms	algorithms	NOUN
iajs-2121	39	8	is	be	AUX
iajs-2121	39	9	presents	present	NOUN
iajs-2121	39	10	from	from	ADP
iajs-2121	39	11	sure	sure	ADJ
iajs-2121	39	12	.	.	PUNCT
iajs-2121	40	1	from	from	ADP
iajs-2121	40	2	[	[	X
iajs-2121	40	3	12	12	NUM
iajs-2121	40	4	]	]	PUNCT
iajs-2121	40	5	,	,	PUNCT
iajs-2121	40	6	presents	present	VERB
iajs-2121	40	7	that	that	SCONJ
iajs-2121	40	8	the	the	DET
iajs-2121	40	9	application	application	NOUN
iajs-2121	40	10	of	of	ADP
iajs-2121	40	11	combining	combine	VERB
iajs-2121	40	12	ezw	ezw	NOUN
iajs-2121	40	13	,	,	PUNCT
iajs-2121	40	14	spiht	spiht	NOUN
iajs-2121	40	15	and	and	CCONJ
iajs-2121	40	16	with	with	ADP
iajs-2121	40	17	modified	modified	ADJ
iajs-2121	40	18	spiht	spiht	ADJ
iajs-2121	40	19	algorithms	algorithm	NOUN
iajs-2121	40	20	are	be	AUX
iajs-2121	40	21	engage	engage	VERB
iajs-2121	40	22	with	with	ADP
iajs-2121	40	23	huffman	huffman	PROPN
iajs-2121	40	24	encoding	encoding	PROPN
iajs-2121	40	25	.	.	PUNCT
iajs-2121	41	1	the	the	DET
iajs-2121	41	2	researcher	researcher	NOUN
iajs-2121	41	3	also	also	ADV
iajs-2121	41	4	offered	offer	VERB
iajs-2121	41	5	the	the	DET
iajs-2121	41	6	pros	pro	NOUN
iajs-2121	41	7	and	and	CCONJ
iajs-2121	41	8	cons	con	NOUN
iajs-2121	41	9	of	of	ADP
iajs-2121	41	10	each	each	PRON
iajs-2121	41	11	of	of	ADP
iajs-2121	41	12	these	these	DET
iajs-2121	41	13	compression	compression	NOUN
iajs-2121	41	14	algorithms	algorithm	NOUN
iajs-2121	41	15	.	.	PUNCT
iajs-2121	42	1	the	the	DET
iajs-2121	42	2	efficiency	efficiency	NOUN
iajs-2121	42	3	of	of	ADP
iajs-2121	42	4	uses	use	VERB
iajs-2121	42	5	bi	bi	ADJ
iajs-2121	42	6	-	-	ADJ
iajs-2121	42	7	orthogonal	orthogonal	ADJ
iajs-2121	42	8	scheme	scheme	NOUN
iajs-2121	42	9	over	over	ADP
iajs-2121	42	10	the	the	DET
iajs-2121	42	11	hybrid	hybrid	ADJ
iajs-2121	42	12	compression	compression	NOUN
iajs-2121	42	13	technique	technique	NOUN
iajs-2121	42	14	performance	performance	NOUN
iajs-2121	42	15	is	be	AUX
iajs-2121	42	16	presents	present	NOUN
iajs-2121	42	17	in	in	ADP
iajs-2121	42	18	[	[	X
iajs-2121	42	19	13	13	NUM
iajs-2121	42	20	]	]	PUNCT
iajs-2121	42	21	,	,	PUNCT
iajs-2121	42	22	also	also	ADV
iajs-2121	42	23	offer	offer	VERB
iajs-2121	42	24	a	a	DET
iajs-2121	42	25	comparison	comparison	NOUN
iajs-2121	42	26	study	study	NOUN
iajs-2121	42	27	of	of	ADP
iajs-2121	42	28	bi	bi	ADJ
iajs-2121	42	29	-	-	ADJ
iajs-2121	42	30	orthogonal	orthogonal	ADJ
iajs-2121	42	31	family	family	NOUN
iajs-2121	42	32	filters	filter	VERB
iajs-2121	42	33	through	through	ADP
iajs-2121	42	34	utilizing	utilize	VERB
iajs-2121	42	35	huffman	huffman	PROPN
iajs-2121	42	36	coding	coding	NOUN
iajs-2121	42	37	,	,	PUNCT
iajs-2121	42	38	run	run	VERB
iajs-2121	42	39	length	length	NOUN
iajs-2121	42	40	coding	coding	NOUN
iajs-2121	42	41	and	and	CCONJ
iajs-2121	42	42	a	a	DET
iajs-2121	42	43	combining	combining	NOUN
iajs-2121	42	44	of	of	ADP
iajs-2121	42	45	both	both	DET
iajs-2121	42	46	techniques	technique	NOUN
iajs-2121	42	47	and	and	CCONJ
iajs-2121	42	48	presents	present	VERB
iajs-2121	42	49	the	the	DET
iajs-2121	42	50	enhancement	enhancement	NOUN
iajs-2121	42	51	on	on	ADP
iajs-2121	42	52	the	the	DET
iajs-2121	42	53	compression	compression	NOUN
iajs-2121	42	54	performance	performance	NOUN
iajs-2121	42	55	.	.	PUNCT
iajs-2121	43	1	a	a	DET
iajs-2121	43	2	hybrid	hybrid	ADJ
iajs-2121	43	3	wavelet	wavelet	NOUN
iajs-2121	43	4	compression	compression	NOUN
iajs-2121	43	5	scheme	scheme	NOUN
iajs-2121	43	6	is	be	AUX
iajs-2121	43	7	present	present	ADJ
iajs-2121	43	8	from	from	ADP
iajs-2121	43	9	[	[	X
iajs-2121	43	10	14	14	NUM
iajs-2121	43	11	]	]	PUNCT
iajs-2121	43	12	,	,	PUNCT
iajs-2121	43	13	which	which	PRON
iajs-2121	43	14	used	use	VERB
iajs-2121	43	15	three	three	NUM
iajs-2121	43	16	compression	compression	NOUN
iajs-2121	43	17	methods	method	NOUN
iajs-2121	43	18	(	(	PUNCT
iajs-2121	43	19	a	a	DET
iajs-2121	43	20	hybrid	hybrid	NOUN
iajs-2121	43	21	of	of	ADP
iajs-2121	43	22	bi	bi	ADJ
iajs-2121	43	23	-	-	ADJ
iajs-2121	43	24	orthogonal	orthogonal	ADJ
iajs-2121	43	25	filter	filter	NOUN
iajs-2121	43	26	,	,	PUNCT
iajs-2121	43	27	quantization	quantization	NOUN
iajs-2121	43	28	and	and	CCONJ
iajs-2121	43	29	huffman	huffman	PROPN
iajs-2121	43	30	coding	coding	PROPN
iajs-2121	43	31	)	)	PUNCT
iajs-2121	43	32	.	.	PUNCT
iajs-2121	44	1	this	this	DET
iajs-2121	44	2	combined	combined	ADJ
iajs-2121	44	3	method	method	NOUN
iajs-2121	44	4	will	will	AUX
iajs-2121	44	5	saved	save	VERB
iajs-2121	44	6	20	20	NUM
iajs-2121	44	7	%	%	NOUN
iajs-2121	44	8	for	for	ADP
iajs-2121	44	9	decoding	decode	VERB
iajs-2121	44	10	time	time	NOUN
iajs-2121	44	11	and	and	CCONJ
iajs-2121	44	12	at	at	ADP
iajs-2121	44	13	the	the	DET
iajs-2121	44	14	same	same	ADJ
iajs-2121	44	15	advantage	advantage	NOUN
iajs-2121	44	16	in	in	ADP
iajs-2121	44	17	decompressing	decompress	VERB
iajs-2121	44	18	the	the	DET
iajs-2121	44	19	compressed	compressed	ADJ
iajs-2121	44	20	image	image	NOUN
iajs-2121	44	21	.	.	PUNCT
iajs-2121	45	1	the	the	DET
iajs-2121	45	2	improvement	improvement	NOUN
iajs-2121	45	3	in	in	ADP
iajs-2121	45	4	the	the	DET
iajs-2121	45	5	compression	compression	NOUN
iajs-2121	45	6	performance	performance	NOUN
iajs-2121	45	7	after	after	ADP
iajs-2121	45	8	using	use	VERB
iajs-2121	45	9	a	a	DET
iajs-2121	45	10	combined	combine	VERB
iajs-2121	45	11	of	of	ADP
iajs-2121	45	12	orthogonal	orthogonal	ADJ
iajs-2121	45	13	and	and	CCONJ
iajs-2121	45	14	bi	bi	ADJ
iajs-2121	45	15	-	-	ADJ
iajs-2121	45	16	orthogonal	orthogonal	ADJ
iajs-2121	45	17	filters	filter	NOUN
iajs-2121	45	18	with	with	ADP
iajs-2121	45	19	discrete	discrete	ADJ
iajs-2121	45	20	wavelet	wavelet	NOUN
iajs-2121	45	21	transform	transform	NOUN
iajs-2121	45	22	is	be	AUX
iajs-2121	45	23	presents	present	NOUN
iajs-2121	45	24	in	in	ADP
iajs-2121	45	25	[	[	X
iajs-2121	45	26	15	15	NUM
iajs-2121	45	27	]	]	PUNCT
iajs-2121	45	28	.	.	PUNCT
iajs-2121	46	1	in	in	ADP
iajs-2121	46	2	this	this	DET
iajs-2121	46	3	paper	paper	NOUN
iajs-2121	46	4	,	,	PUNCT
iajs-2121	46	5	utilizing	utilize	VERB
iajs-2121	46	6	of	of	ADP
iajs-2121	46	7	two	two	NUM
iajs-2121	46	8	types	type	NOUN
iajs-2121	46	9	for	for	ADP
iajs-2121	46	10	wavelet	wavelet	NOUN
iajs-2121	46	11	families	family	NOUN
iajs-2121	46	12	to	to	PART
iajs-2121	46	13	explain	explain	VERB
iajs-2121	46	14	the	the	DET
iajs-2121	46	15	147	147	NUM
iajs-2121	46	16	ibn	ibn	PROPN
iajs-2121	46	17	al	al	PROPN
iajs-2121	46	18	-	-	PUNCT
iajs-2121	46	19	haitham	haitham	PROPN
iajs-2121	46	20	jour	jour	X
iajs-2121	46	21	.	.	PROPN
iajs-2121	46	22	for	for	ADP
iajs-2121	46	23	pure	pure	ADJ
iajs-2121	46	24	&	&	CCONJ
iajs-2121	46	25	appl	appl	PROPN
iajs-2121	46	26	.	.	PUNCT
iajs-2121	46	27	sci	sci	PROPN
iajs-2121	46	28	.	.	PROPN
iajs-2121	46	29	32	32	NUM
iajs-2121	46	30	(	(	PUNCT
iajs-2121	46	31	2	2	NUM
iajs-2121	46	32	)	)	PUNCT
iajs-2121	46	33	2019	2019	NUM
iajs-2121	46	34	performances	performance	NOUN
iajs-2121	46	35	of	of	ADP
iajs-2121	46	36	each	each	DET
iajs-2121	46	37	one	one	NOUN
iajs-2121	46	38	separately	separately	ADV
iajs-2121	46	39	,	,	PUNCT
iajs-2121	46	40	the	the	DET
iajs-2121	46	41	experimental	experimental	ADJ
iajs-2121	46	42	results	result	NOUN
iajs-2121	46	43	show	show	VERB
iajs-2121	46	44	that	that	SCONJ
iajs-2121	46	45	bi	bi	ADJ
iajs-2121	46	46	-	-	ADJ
iajs-2121	46	47	orthogonal	orthogonal	ADJ
iajs-2121	46	48	wavelet	wavelet	NOUN
iajs-2121	46	49	family	family	NOUN
iajs-2121	46	50	give	give	VERB
iajs-2121	46	51	better	well	ADJ
iajs-2121	46	52	performance	performance	NOUN
iajs-2121	46	53	than	than	ADP
iajs-2121	46	54	orthogonal	orthogonal	ADJ
iajs-2121	46	55	wavelet	wavelet	NOUN
iajs-2121	46	56	family	family	NOUN
iajs-2121	46	57	.	.	PUNCT
iajs-2121	47	1	in	in	ADP
iajs-2121	47	2	[	[	X
iajs-2121	47	3	16	16	NUM
iajs-2121	47	4	]	]	PUNCT
iajs-2121	47	5	,	,	PUNCT
iajs-2121	47	6	present	present	ADJ
iajs-2121	47	7	that	that	SCONJ
iajs-2121	47	8	the	the	DET
iajs-2121	47	9	implementation	implementation	NOUN
iajs-2121	47	10	of	of	ADP
iajs-2121	47	11	lifting	lift	VERB
iajs-2121	47	12	wavelet	wavelet	NOUN
iajs-2121	47	13	transform	transform	NOUN
iajs-2121	47	14	(	(	PUNCT
iajs-2121	47	15	lwt	lwt	NOUN
iajs-2121	47	16	)	)	PUNCT
iajs-2121	47	17	method	method	NOUN
iajs-2121	47	18	has	have	VERB
iajs-2121	47	19	good	good	ADJ
iajs-2121	47	20	compression	compression	NOUN
iajs-2121	47	21	performance	performance	NOUN
iajs-2121	47	22	for	for	ADP
iajs-2121	47	23	color	color	NOUN
iajs-2121	47	24	images	image	NOUN
iajs-2121	47	25	,	,	PUNCT
iajs-2121	47	26	also	also	ADV
iajs-2121	47	27	this	this	DET
iajs-2121	47	28	method	method	NOUN
iajs-2121	47	29	is	be	AUX
iajs-2121	47	30	faster	fast	ADJ
iajs-2121	47	31	than	than	ADP
iajs-2121	47	32	classical	classical	ADJ
iajs-2121	47	33	wavelet	wavelet	NOUN
iajs-2121	47	34	.	.	PUNCT
iajs-2121	48	1	3	3	X
iajs-2121	48	2	.	.	X
iajs-2121	48	3	image	image	NOUN
iajs-2121	48	4	compression	compression	NOUN
iajs-2121	48	5	data	datum	NOUN
iajs-2121	48	6	compression	compression	NOUN
iajs-2121	48	7	technique	technique	NOUN
iajs-2121	48	8	is	be	AUX
iajs-2121	48	9	the	the	DET
iajs-2121	48	10	art	art	NOUN
iajs-2121	48	11	of	of	ADP
iajs-2121	48	12	how	how	SCONJ
iajs-2121	48	13	to	to	ADP
iajs-2121	48	14	representing	represent	VERB
iajs-2121	48	15	image	image	NOUN
iajs-2121	48	16	data	datum	NOUN
iajs-2121	48	17	in	in	ADP
iajs-2121	48	18	a	a	DET
iajs-2121	48	19	compact	compact	ADJ
iajs-2121	48	20	form	form	NOUN
iajs-2121	48	21	.	.	PUNCT
iajs-2121	49	1	the	the	DET
iajs-2121	49	2	main	main	ADJ
iajs-2121	49	3	aim	aim	NOUN
iajs-2121	49	4	is	be	AUX
iajs-2121	49	5	to	to	PART
iajs-2121	49	6	minimize	minimize	VERB
iajs-2121	49	7	the	the	DET
iajs-2121	49	8	number	number	NOUN
iajs-2121	49	9	of	of	ADP
iajs-2121	49	10	bits	bit	NOUN
iajs-2121	49	11	that	that	PRON
iajs-2121	49	12	required	require	VERB
iajs-2121	49	13	representing	represent	VERB
iajs-2121	49	14	a	a	DET
iajs-2121	49	15	series	series	NOUN
iajs-2121	49	16	of	of	ADP
iajs-2121	49	17	data	data	PROPN
iajs-2121	49	18	.	.	PUNCT
iajs-2121	50	1	therefore	therefore	ADV
iajs-2121	50	2	,	,	PUNCT
iajs-2121	50	3	the	the	DET
iajs-2121	50	4	storing	storing	NOUN
iajs-2121	50	5	and	and	CCONJ
iajs-2121	50	6	transmission	transmission	NOUN
iajs-2121	50	7	of	of	ADP
iajs-2121	50	8	data	datum	NOUN
iajs-2121	50	9	image	image	NOUN
iajs-2121	50	10	must	must	AUX
iajs-2121	50	11	be	be	AUX
iajs-2121	50	12	performed	perform	VERB
iajs-2121	50	13	with	with	ADP
iajs-2121	50	14	efficient	efficient	ADJ
iajs-2121	50	15	manner	manner	NOUN
iajs-2121	50	16	.	.	PUNCT
iajs-2121	51	1	decreasing	decrease	VERB
iajs-2121	51	2	data	data	NOUN
iajs-2121	51	3	redundancy	redundancy	NOUN
iajs-2121	51	4	is	be	AUX
iajs-2121	51	5	the	the	DET
iajs-2121	51	6	main	main	ADJ
iajs-2121	51	7	topic	topic	NOUN
iajs-2121	51	8	in	in	ADP
iajs-2121	51	9	compression	compression	NOUN
iajs-2121	51	10	process	process	NOUN
iajs-2121	51	11	.	.	PUNCT
iajs-2121	52	1	image	image	NOUN
iajs-2121	52	2	compression	compression	NOUN
iajs-2121	52	3	technique	technique	NOUN
iajs-2121	52	4	,	,	PUNCT
iajs-2121	52	5	is	be	AUX
iajs-2121	52	6	the	the	DET
iajs-2121	52	7	process	process	NOUN
iajs-2121	52	8	of	of	ADP
iajs-2121	52	9	encode	encode	VERB
iajs-2121	52	10	the	the	DET
iajs-2121	52	11	original	original	ADJ
iajs-2121	52	12	data	data	NOUN
iajs-2121	52	13	image	image	NOUN
iajs-2121	52	14	with	with	ADP
iajs-2121	52	15	at	at	ADV
iajs-2121	52	16	least	least	ADJ
iajs-2121	52	17	as	as	ADP
iajs-2121	52	18	possible	possible	ADJ
iajs-2121	52	19	number	number	NOUN
iajs-2121	52	20	of	of	ADP
iajs-2121	52	21	bits	bit	NOUN
iajs-2121	52	22	,	,	PUNCT
iajs-2121	52	23	and	and	CCONJ
iajs-2121	52	24	will	will	AUX
iajs-2121	52	25	reduce	reduce	VERB
iajs-2121	52	26	the	the	DET
iajs-2121	52	27	size	size	NOUN
iajs-2121	52	28	of	of	ADP
iajs-2121	52	29	data	datum	NOUN
iajs-2121	52	30	storage	storage	NOUN
iajs-2121	52	31	.	.	PUNCT
iajs-2121	53	1	the	the	DET
iajs-2121	53	2	original	original	ADJ
iajs-2121	53	3	image	image	NOUN
iajs-2121	53	4	will	will	AUX
iajs-2121	53	5	retrieve	retrieve	VERB
iajs-2121	53	6	by	by	ADP
iajs-2121	53	7	decoding	decode	VERB
iajs-2121	53	8	the	the	DET
iajs-2121	53	9	compressed	compressed	ADJ
iajs-2121	53	10	image	image	NOUN
iajs-2121	53	11	.	.	PUNCT
iajs-2121	54	1	the	the	DET
iajs-2121	54	2	decoding	decode	VERB
iajs-2121	54	3	image	image	NOUN
iajs-2121	54	4	must	must	AUX
iajs-2121	54	5	be	be	AUX
iajs-2121	54	6	similar	similar	ADJ
iajs-2121	54	7	to	to	ADP
iajs-2121	54	8	original	original	ADJ
iajs-2121	54	9	image	image	NOUN
iajs-2121	54	10	as	as	ADV
iajs-2121	54	11	much	much	ADV
iajs-2121	54	12	as	as	ADP
iajs-2121	54	13	possible	possible	ADJ
iajs-2121	54	14	[	[	X
iajs-2121	54	15	17	17	NUM
iajs-2121	54	16	]	]	PUNCT
iajs-2121	54	17	.	.	PUNCT
iajs-2121	55	1	normally	normally	ADV
iajs-2121	55	2	,	,	PUNCT
iajs-2121	55	3	the	the	DET
iajs-2121	55	4	capture	capture	NOUN
iajs-2121	55	5	images	image	NOUN
iajs-2121	55	6	from	from	ADP
iajs-2121	55	7	camera	camera	NOUN
iajs-2121	55	8	will	will	AUX
iajs-2121	55	9	be	be	AUX
iajs-2121	55	10	in	in	ADP
iajs-2121	55	11	analog	analog	NOUN
iajs-2121	55	12	form	form	NOUN
iajs-2121	55	13	.	.	PUNCT
iajs-2121	56	1	but	but	CCONJ
iajs-2121	56	2	in	in	ADP
iajs-2121	56	3	order	order	NOUN
iajs-2121	56	4	to	to	PART
iajs-2121	56	5	transmit	transmit	VERB
iajs-2121	56	6	,	,	PUNCT
iajs-2121	56	7	process	process	NOUN
iajs-2121	56	8	,	,	PUNCT
iajs-2121	56	9	and	and	CCONJ
iajs-2121	56	10	store	store	NOUN
iajs-2121	56	11	data	datum	NOUN
iajs-2121	56	12	images	image	NOUN
iajs-2121	56	13	must	must	AUX
iajs-2121	56	14	be	be	AUX
iajs-2121	56	15	in	in	ADP
iajs-2121	56	16	transform	transform	NOUN
iajs-2121	56	17	to	to	ADP
iajs-2121	56	18	digital	digital	ADJ
iajs-2121	56	19	form	form	NOUN
iajs-2121	56	20	[	[	X
iajs-2121	56	21	18	18	NUM
iajs-2121	56	22	]	]	PUNCT
iajs-2121	56	23	.	.	PUNCT
iajs-2121	57	1	the	the	DET
iajs-2121	57	2	adjacent	adjacent	ADJ
iajs-2121	57	3	pixels	pixel	NOUN
iajs-2121	57	4	in	in	ADP
iajs-2121	57	5	digital	digital	ADJ
iajs-2121	57	6	image	image	NOUN
iajs-2121	57	7	are	be	AUX
iajs-2121	57	8	correlated	correlate	VERB
iajs-2121	57	9	,	,	PUNCT
iajs-2121	57	10	thus	thus	ADV
iajs-2121	57	11	these	these	DET
iajs-2121	57	12	pixels	pixel	NOUN
iajs-2121	57	13	comprise	comprise	VERB
iajs-2121	57	14	from	from	ADP
iajs-2121	57	15	redundant	redundant	ADJ
iajs-2121	57	16	bits	bit	NOUN
iajs-2121	57	17	[	[	X
iajs-2121	57	18	19	19	NUM
iajs-2121	57	19	]	]	PUNCT
iajs-2121	57	20	.	.	PUNCT
iajs-2121	58	1	the	the	DET
iajs-2121	58	2	compression	compression	NOUN
iajs-2121	58	3	technique	technique	NOUN
iajs-2121	58	4	will	will	AUX
iajs-2121	58	5	remove	remove	VERB
iajs-2121	58	6	the	the	DET
iajs-2121	58	7	redundant	redundant	ADJ
iajs-2121	58	8	bits	bit	NOUN
iajs-2121	58	9	from	from	ADP
iajs-2121	58	10	the	the	DET
iajs-2121	58	11	data	datum	NOUN
iajs-2121	58	12	of	of	ADP
iajs-2121	58	13	image	image	NOUN
iajs-2121	58	14	,	,	PUNCT
iajs-2121	58	15	which	which	PRON
iajs-2121	58	16	reduce	reduce	VERB
iajs-2121	58	17	the	the	DET
iajs-2121	58	18	image	image	NOUN
iajs-2121	58	19	size	size	NOUN
iajs-2121	58	20	accordingly	accordingly	ADV
iajs-2121	58	21	[	[	X
iajs-2121	58	22	18	18	NUM
iajs-2121	58	23	]	]	PUNCT
iajs-2121	58	24	.	.	PUNCT
iajs-2121	59	1	the	the	DET
iajs-2121	59	2	advantages	advantage	NOUN
iajs-2121	59	3	that	that	PRON
iajs-2121	59	4	gained	gain	VERB
iajs-2121	59	5	from	from	ADP
iajs-2121	59	6	image	image	NOUN
iajs-2121	59	7	compression	compression	NOUN
iajs-2121	59	8	techniques	technique	NOUN
iajs-2121	59	9	basically	basically	ADV
iajs-2121	59	10	are	be	AUX
iajs-2121	59	11	to	to	PART
iajs-2121	59	12	eliminate	eliminate	VERB
iajs-2121	59	13	redundant	redundant	ADJ
iajs-2121	59	14	information	information	NOUN
iajs-2121	59	15	from	from	ADP
iajs-2121	59	16	the	the	DET
iajs-2121	59	17	proposed	propose	VERB
iajs-2121	59	18	image	image	NOUN
iajs-2121	59	19	[	[	X
iajs-2121	59	20	19	19	NUM
iajs-2121	59	21	]	]	PUNCT
iajs-2121	59	22	.	.	PUNCT
iajs-2121	60	1	the	the	DET
iajs-2121	60	2	main	main	ADJ
iajs-2121	60	3	types	type	NOUN
iajs-2121	60	4	of	of	ADP
iajs-2121	60	5	data	datum	NOUN
iajs-2121	60	6	redundancy	redundancy	NOUN
iajs-2121	60	7	can	can	AUX
iajs-2121	60	8	be	be	AUX
iajs-2121	60	9	counted	count	VERB
iajs-2121	60	10	in	in	ADP
iajs-2121	60	11	three	three	NUM
iajs-2121	60	12	kinds	kind	NOUN
iajs-2121	60	13	[	[	X
iajs-2121	60	14	18	18	NUM
iajs-2121	60	15	]	]	PUNCT
iajs-2121	60	16	.	.	PUNCT
iajs-2121	61	1			PROPN
iajs-2121	61	2	inter	inter	PROPN
iajs-2121	61	3	pixel	pixel	PROPN
iajs-2121	61	4	redundancy	redundancy	NOUN
iajs-2121	61	5	.	.	PUNCT
iajs-2121	62	1			X
iajs-2121	62	2	psychovisual	psychovisual	ADJ
iajs-2121	62	3	redundancy	redundancy	NOUN
iajs-2121	62	4	.	.	PUNCT
iajs-2121	63	1			X
iajs-2121	63	2	coding	code	VERB
iajs-2121	63	3	redundancy	redundancy	NOUN
iajs-2121	63	4	.	.	PUNCT
iajs-2121	64	1	image	image	NOUN
iajs-2121	64	2	compression	compression	NOUN
iajs-2121	64	3	not	not	PART
iajs-2121	64	4	only	only	ADV
iajs-2121	64	5	reduces	reduce	VERB
iajs-2121	64	6	storage	storage	NOUN
iajs-2121	64	7	capability	capability	NOUN
iajs-2121	64	8	,	,	PUNCT
iajs-2121	64	9	but	but	CCONJ
iajs-2121	64	10	also	also	ADV
iajs-2121	64	11	minimizes	minimize	VERB
iajs-2121	64	12	the	the	DET
iajs-2121	64	13	transmission	transmission	NOUN
iajs-2121	64	14	time	time	NOUN
iajs-2121	64	15	[	[	X
iajs-2121	64	16	20	20	NUM
iajs-2121	64	17	,	,	PUNCT
iajs-2121	64	18	21	21	NUM
iajs-2121	64	19	]	]	PUNCT
iajs-2121	64	20	.	.	PUNCT
iajs-2121	65	1	there	there	PRON
iajs-2121	65	2	are	be	VERB
iajs-2121	65	3	many	many	ADJ
iajs-2121	65	4	types	type	NOUN
iajs-2121	65	5	of	of	ADP
iajs-2121	65	6	image	image	NOUN
iajs-2121	65	7	compression	compression	NOUN
iajs-2121	65	8	techniques	technique	NOUN
iajs-2121	65	9	,	,	PUNCT
iajs-2121	65	10	but	but	CCONJ
iajs-2121	65	11	more	more	ADV
iajs-2121	65	12	common	common	ADJ
iajs-2121	65	13	of	of	ADP
iajs-2121	65	14	these	these	DET
iajs-2121	65	15	techniques	technique	NOUN
iajs-2121	65	16	will	will	AUX
iajs-2121	65	17	be	be	AUX
iajs-2121	65	18	split	split	VERB
iajs-2121	65	19	in	in	ADP
iajs-2121	65	20	two	two	NUM
iajs-2121	65	21	categories	category	NOUN
iajs-2121	65	22	:	:	PUNCT
iajs-2121	65	23	lossless	lossless	NOUN
iajs-2121	65	24	compression	compression	NOUN
iajs-2121	65	25	and	and	CCONJ
iajs-2121	65	26	lossy	lossy	ADJ
iajs-2121	65	27	compression	compression	NOUN
iajs-2121	65	28	techniques	technique	NOUN
iajs-2121	65	29	.	.	PUNCT
iajs-2121	66	1	4	4	X
iajs-2121	66	2	.	.	NUM
iajs-2121	66	3	embedded	embed	VERB
iajs-2121	66	4	zerotrees	zerotree	NOUN
iajs-2121	66	5	of	of	ADP
iajs-2121	66	6	wavelet	wavelet	NOUN
iajs-2121	66	7	transforms	transform	VERB
iajs-2121	66	8	(	(	PUNCT
iajs-2121	66	9	ezw	ezw	NUM
iajs-2121	66	10	)	)	PUNCT
iajs-2121	66	11	the	the	DET
iajs-2121	66	12	ezw	ezw	NOUN
iajs-2121	66	13	coding	code	VERB
iajs-2121	66	14	is	be	AUX
iajs-2121	66	15	a	a	DET
iajs-2121	66	16	worthwhile	worthwhile	ADJ
iajs-2121	66	17	and	and	CCONJ
iajs-2121	66	18	simple	simple	ADJ
iajs-2121	66	19	effective	effective	ADJ
iajs-2121	66	20	algorithm	algorithm	NOUN
iajs-2121	66	21	.	.	PUNCT
iajs-2121	67	1	ezw	ezw	VERB
iajs-2121	67	2	coding	code	VERB
iajs-2121	67	3	take	take	VERB
iajs-2121	67	4	advantage	advantage	NOUN
iajs-2121	67	5	of	of	ADP
iajs-2121	67	6	the	the	DET
iajs-2121	67	7	multi	multi	ADJ
iajs-2121	67	8	resolution	resolution	NOUN
iajs-2121	67	9	features	feature	NOUN
iajs-2121	67	10	of	of	ADP
iajs-2121	67	11	the	the	DET
iajs-2121	67	12	wavelet	wavelet	NOUN
iajs-2121	67	13	transforms	transform	VERB
iajs-2121	67	14	,	,	PUNCT
iajs-2121	67	15	to	to	PART
iajs-2121	67	16	gain	gain	VERB
iajs-2121	67	17	an	an	DET
iajs-2121	67	18	easy	easy	ADJ
iajs-2121	67	19	method	method	NOUN
iajs-2121	67	20	that	that	PRON
iajs-2121	67	21	give	give	VERB
iajs-2121	67	22	acceptable	acceptable	ADJ
iajs-2121	67	23	performance	performance	NOUN
iajs-2121	67	24	if	if	SCONJ
iajs-2121	67	25	it	it	PRON
iajs-2121	67	26	's	be	AUX
iajs-2121	67	27	compared	compare	VERB
iajs-2121	67	28	with	with	ADP
iajs-2121	67	29	another	another	DET
iajs-2121	67	30	wavelet	wavelet	NOUN
iajs-2121	67	31	transforms	transform	VERB
iajs-2121	67	32	.	.	PUNCT
iajs-2121	68	1	the	the	DET
iajs-2121	68	2	procedure	procedure	NOUN
iajs-2121	68	3	of	of	ADP
iajs-2121	68	4	embedded	embed	VERB
iajs-2121	68	5	coding	coding	NOUN
iajs-2121	68	6	and	and	CCONJ
iajs-2121	68	7	decoding	decoding	NOUN
iajs-2121	68	8	is	be	AUX
iajs-2121	68	9	called	call	VERB
iajs-2121	68	10	a	a	DET
iajs-2121	68	11	progressive	progressive	ADJ
iajs-2121	68	12	transmission	transmission	NOUN
iajs-2121	68	13	.	.	PUNCT
iajs-2121	69	1	the	the	DET
iajs-2121	69	2	wavelet	wavelet	NOUN
iajs-2121	69	3	encoder	encoder	NOUN
iajs-2121	69	4	with	with	ADP
iajs-2121	69	5	this	this	DET
iajs-2121	69	6	method	method	NOUN
iajs-2121	69	7	is	be	AUX
iajs-2121	69	8	based	base	VERB
iajs-2121	69	9	on	on	ADP
iajs-2121	69	10	progressive	progressive	ADJ
iajs-2121	69	11	coding	code	VERB
iajs-2121	69	12	for	for	ADP
iajs-2121	69	13	image	image	NOUN
iajs-2121	69	14	compression	compression	NOUN
iajs-2121	69	15	which	which	PRON
iajs-2121	69	16	produces	produce	VERB
iajs-2121	69	17	a	a	DET
iajs-2121	69	18	stream	stream	NOUN
iajs-2121	69	19	of	of	ADP
iajs-2121	69	20	bit	bit	NOUN
iajs-2121	69	21	which	which	PRON
iajs-2121	69	22	increases	increase	VERB
iajs-2121	69	23	accuracy	accuracy	NOUN
iajs-2121	69	24	.	.	PUNCT
iajs-2121	70	1	this	this	DET
iajs-2121	70	2	yield	yield	NOUN
iajs-2121	70	3	that	that	SCONJ
iajs-2121	70	4	if	if	SCONJ
iajs-2121	70	5	extra	extra	ADJ
iajs-2121	70	6	bits	bit	NOUN
iajs-2121	70	7	will	will	AUX
iajs-2121	70	8	be	be	AUX
iajs-2121	70	9	added	add	VERB
iajs-2121	70	10	to	to	ADP
iajs-2121	70	11	the	the	DET
iajs-2121	70	12	bit	bit	NOUN
iajs-2121	70	13	stream	stream	NOUN
iajs-2121	70	14	,	,	PUNCT
iajs-2121	70	15	the	the	DET
iajs-2121	70	16	decomposed	decompose	VERB
iajs-2121	70	17	image	image	NOUN
iajs-2121	70	18	will	will	AUX
iajs-2121	70	19	has	have	AUX
iajs-2121	70	20	an	an	DET
iajs-2121	70	21	explained	explain	VERB
iajs-2121	70	22	detail	detail	NOUN
iajs-2121	70	23	.	.	PUNCT
iajs-2121	71	1	ezw	ezw	VERB
iajs-2121	71	2	is	be	AUX
iajs-2121	71	3	one	one	NUM
iajs-2121	71	4	of	of	ADP
iajs-2121	71	5	the	the	DET
iajs-2121	71	6	powerful	powerful	ADJ
iajs-2121	71	7	algorithms	algorithm	NOUN
iajs-2121	71	8	for	for	ADP
iajs-2121	71	9	lossy	lossy	ADJ
iajs-2121	71	10	image	image	NOUN
iajs-2121	71	11	compression	compression	NOUN
iajs-2121	71	12	.	.	PUNCT
iajs-2121	72	1	for	for	ADP
iajs-2121	72	2	pixel	pixel	PROPN
iajs-2121	72	3	representation	representation	NOUN
iajs-2121	72	4	of	of	ADP
iajs-2121	72	5	low	low	ADJ
iajs-2121	72	6	bit	bit	NOUN
iajs-2121	72	7	rates	rate	NOUN
iajs-2121	72	8	,	,	PUNCT
iajs-2121	72	9	which	which	PRON
iajs-2121	72	10	means	mean	VERB
iajs-2121	72	11	,	,	PUNCT
iajs-2121	72	12	high	high	ADJ
iajs-2121	72	13	compression	compression	NOUN
iajs-2121	72	14	ratios	ratio	NOUN
iajs-2121	72	15	,	,	PUNCT
iajs-2121	72	16	major	major	ADJ
iajs-2121	72	17	coefficients	coefficient	NOUN
iajs-2121	72	18	that	that	PRON
iajs-2121	72	19	generate	generate	VERB
iajs-2121	72	20	by	by	ADP
iajs-2121	72	21	a	a	DET
iajs-2121	72	22	sub	sub	ADJ
iajs-2121	72	23	-	-	ADJ
iajs-2121	72	24	band	band	ADJ
iajs-2121	72	25	transform	transform	NOUN
iajs-2121	72	26	(	(	PUNCT
iajs-2121	72	27	like	like	ADP
iajs-2121	72	28	wavelet	wavelet	NOUN
iajs-2121	72	29	transform	transform	NOUN
iajs-2121	72	30	)	)	PUNCT
iajs-2121	72	31	will	will	AUX
iajs-2121	72	32	be	be	AUX
iajs-2121	72	33	tend	tend	ADJ
iajs-2121	72	34	to	to	PART
iajs-2121	72	35	zero	zero	NUM
iajs-2121	72	36	,	,	PUNCT
iajs-2121	72	37	or	or	CCONJ
iajs-2121	72	38	close	close	ADV
iajs-2121	72	39	to	to	ADP
iajs-2121	72	40	zero	zero	NUM
iajs-2121	72	41	.	.	PUNCT
iajs-2121	73	1	this	this	PRON
iajs-2121	73	2	is	be	AUX
iajs-2121	73	3	happen	happen	ADJ
iajs-2121	73	4	because	because	SCONJ
iajs-2121	73	5	very	very	ADV
iajs-2121	73	6	close	close	ADJ
iajs-2121	73	7	in	in	ADP
iajs-2121	73	8	"	"	PUNCT
iajs-2121	73	9	real	real	ADJ
iajs-2121	73	10	world	world	NOUN
iajs-2121	73	11	"	"	PUNCT
iajs-2121	73	12	tend	tend	VERB
iajs-2121	73	13	to	to	PART
iajs-2121	73	14	consist	consist	VERB
iajs-2121	73	15	of	of	ADP
iajs-2121	73	16	primary	primary	ADJ
iajs-2121	73	17	highly	highly	ADV
iajs-2121	73	18	correlated	correlate	VERB
iajs-2121	73	19	low	low	ADJ
iajs-2121	73	20	frequency	frequency	NOUN
iajs-2121	73	21	information	information	NOUN
iajs-2121	73	22	.	.	PUNCT
iajs-2121	74	1	in	in	ADP
iajs-2121	74	2	the	the	DET
iajs-2121	74	3	edges	edge	NOUN
iajs-2121	74	4	of	of	ADP
iajs-2121	74	5	the	the	DET
iajs-2121	74	6	image	image	NOUN
iajs-2121	74	7	where	where	SCONJ
iajs-2121	74	8	the	the	DET
iajs-2121	74	9	information	information	NOUN
iajs-2121	74	10	of	of	ADP
iajs-2121	74	11	high	high	ADJ
iajs-2121	74	12	frequency	frequency	NOUN
iajs-2121	74	13	will	will	AUX
iajs-2121	74	14	exists	exist	VERB
iajs-2121	74	15	,	,	PUNCT
iajs-2121	74	16	this	this	PRON
iajs-2121	74	17	is	be	AUX
iajs-2121	74	18	especially	especially	ADV
iajs-2121	74	19	important	important	ADJ
iajs-2121	74	20	in	in	ADP
iajs-2121	74	21	the	the	DET
iajs-2121	74	22	terms	term	NOUN
iajs-2121	74	23	of	of	ADP
iajs-2121	74	24	image	image	NOUN
iajs-2121	74	25	quality	quality	NOUN
iajs-2121	74	26	for	for	ADP
iajs-2121	74	27	human	human	ADJ
iajs-2121	74	28	perception	perception	NOUN
iajs-2121	74	29	,	,	PUNCT
iajs-2121	74	30	and	and	CCONJ
iajs-2121	74	31	thus	thus	ADV
iajs-2121	74	32	must	must	AUX
iajs-2121	74	33	be	be	AUX
iajs-2121	74	34	carefully	carefully	ADV
iajs-2121	74	35	represented	represent	VERB
iajs-2121	74	36	in	in	ADP
iajs-2121	74	37	each	each	DET
iajs-2121	74	38	high	high	ADJ
iajs-2121	74	39	quality	quality	NOUN
iajs-2121	74	40	coding	code	VERB
iajs-2121	74	41	platform	platform	NOUN
iajs-2121	74	42	.	.	PUNCT
iajs-2121	75	1	the	the	DET
iajs-2121	75	2	ezw	ezw	NOUN
iajs-2121	75	3	encoding	encoding	NOUN
iajs-2121	75	4	process	process	NOUN
iajs-2121	75	5	is	be	AUX
iajs-2121	75	6	depend	depend	VERB
iajs-2121	75	7	on	on	ADP
iajs-2121	75	8	two	two	NUM
iajs-2121	75	9	main	main	ADJ
iajs-2121	75	10	perceptions	perception	NOUN
iajs-2121	75	11	[	[	X
iajs-2121	75	12	22	22	NUM
iajs-2121	75	13	]	]	PUNCT
iajs-2121	75	14	.	.	PUNCT
iajs-2121	76	1	https://en.wikipedia.org/wiki/algorithm	https://en.wikipedia.org/wiki/algorithm	PROPN
iajs-2121	76	2	https://en.wikipedia.org/wiki/image_compression	https://en.wikipedia.org/wiki/image_compression	VERB
iajs-2121	76	3	https://en.wikipedia.org/wiki/sub-band_coding	https://en.wikipedia.org/wiki/sub-band_coding	NOUN
iajs-2121	76	4	https://en.wikipedia.org/wiki/sub-band_coding	https://en.wikipedia.org/wiki/sub-band_coding	NOUN
iajs-2121	76	5	https://en.wikipedia.org/wiki/wavelet_transform	https://en.wikipedia.org/wiki/wavelet_transform	NOUN
iajs-2121	76	6	148	148	NUM
iajs-2121	76	7	ibn	ibn	PROPN
iajs-2121	76	8	al	al	PROPN
iajs-2121	76	9	-	-	PUNCT
iajs-2121	76	10	haitham	haitham	PROPN
iajs-2121	76	11	jour	jour	X
iajs-2121	76	12	.	.	PROPN
iajs-2121	77	1	for	for	ADP
iajs-2121	77	2	pure	pure	ADJ
iajs-2121	77	3	&	&	CCONJ
iajs-2121	77	4	appl	appl	PROPN
iajs-2121	77	5	.	.	PUNCT
iajs-2121	78	1	sci	sci	PROPN
iajs-2121	78	2	.	.	PROPN
iajs-2121	78	3	32	32	NUM
iajs-2121	78	4	(	(	PUNCT
iajs-2121	78	5	2	2	NUM
iajs-2121	78	6	)	)	PUNCT
iajs-2121	78	7	2019	2019	NUM
iajs-2121	78	8	1	1	NUM
iajs-2121	78	9	.	.	PUNCT
iajs-2121	78	10	in	in	ADP
iajs-2121	78	11	wavelet	wavelet	NOUN
iajs-2121	78	12	transformation	transformation	NOUN
iajs-2121	78	13	,	,	PUNCT
iajs-2121	78	14	the	the	DET
iajs-2121	78	15	sub	sub	NOUN
iajs-2121	78	16	bands	band	NOUN
iajs-2121	78	17	energy	energy	NOUN
iajs-2121	78	18	is	be	AUX
iajs-2121	78	19	decreases	decrease	NOUN
iajs-2121	78	20	as	as	SCONJ
iajs-2121	78	21	the	the	DET
iajs-2121	78	22	scale	scale	NOUN
iajs-2121	78	23	decreases	decrease	VERB
iajs-2121	78	24	.	.	PUNCT
iajs-2121	79	1	this	this	PRON
iajs-2121	79	2	means	mean	VERB
iajs-2121	79	3	that	that	SCONJ
iajs-2121	79	4	coefficients	coefficient	NOUN
iajs-2121	79	5	of	of	ADP
iajs-2121	79	6	wavelet	wavelet	NOUN
iajs-2121	79	7	will	will	AUX
iajs-2121	79	8	be	be	AUX
iajs-2121	79	9	larger	large	ADJ
iajs-2121	79	10	in	in	ADP
iajs-2121	79	11	the	the	DET
iajs-2121	79	12	lower	low	ADJ
iajs-2121	79	13	sub	sub	NOUN
iajs-2121	79	14	bands	band	NOUN
iajs-2121	79	15	than	than	ADP
iajs-2121	79	16	in	in	ADP
iajs-2121	79	17	the	the	DET
iajs-2121	79	18	higher	high	ADJ
iajs-2121	79	19	sub	sub	NOUN
iajs-2121	79	20	bands	band	NOUN
iajs-2121	79	21	.	.	PUNCT
iajs-2121	80	1	this	this	PRON
iajs-2121	80	2	will	will	AUX
iajs-2121	80	3	present	present	VERB
iajs-2121	80	4	to	to	ADP
iajs-2121	80	5	us	we	PRON
iajs-2121	80	6	that	that	SCONJ
iajs-2121	80	7	the	the	DET
iajs-2121	80	8	higher	high	ADJ
iajs-2121	80	9	sub	sub	NOUN
iajs-2121	80	10	bands	band	NOUN
iajs-2121	80	11	will	will	AUX
iajs-2121	80	12	append	append	VERB
iajs-2121	80	13	detail	detail	NOUN
iajs-2121	80	14	only	only	ADV
iajs-2121	80	15	.	.	PUNCT
iajs-2121	81	1	2	2	X
iajs-2121	81	2	.	.	X
iajs-2121	81	3	large	large	ADJ
iajs-2121	81	4	wavelet	wavelet	NOUN
iajs-2121	81	5	coefficients	coefficient	NOUN
iajs-2121	81	6	are	be	AUX
iajs-2121	81	7	very	very	ADV
iajs-2121	81	8	necessary	necessary	ADJ
iajs-2121	81	9	as	as	SCONJ
iajs-2121	81	10	compared	compare	VERB
iajs-2121	81	11	to	to	ADP
iajs-2121	81	12	small	small	ADJ
iajs-2121	81	13	ones	one	NOUN
iajs-2121	81	14	.	.	PUNCT
iajs-2121	82	1	the	the	DET
iajs-2121	82	2	smaller	small	ADJ
iajs-2121	82	3	wavelet	wavelet	NOUN
iajs-2121	82	4	coefficient	coefficient	NOUN
iajs-2121	82	5	,	,	PUNCT
iajs-2121	82	6	it	it	PRON
iajs-2121	82	7	is	be	AUX
iajs-2121	82	8	left	leave	VERB
iajs-2121	82	9	for	for	ADP
iajs-2121	82	10	the	the	DET
iajs-2121	82	11	next	next	ADJ
iajs-2121	82	12	pass	pass	NOUN
iajs-2121	82	13	.	.	PUNCT
iajs-2121	83	1	5	5	X
iajs-2121	83	2	.	.	X
iajs-2121	83	3	set	set	VERB
iajs-2121	83	4	partitioning	partition	VERB
iajs-2121	83	5	in	in	ADP
iajs-2121	83	6	hierarchical	hierarchical	ADJ
iajs-2121	83	7	trees	tree	NOUN
iajs-2121	83	8	(	(	PUNCT
iajs-2121	83	9	spiht	spiht	ADJ
iajs-2121	83	10	)	)	PUNCT
iajs-2121	83	11	spiht	spiht	NOUN
iajs-2121	83	12	coding	coding	NOUN
iajs-2121	83	13	is	be	AUX
iajs-2121	83	14	an	an	DET
iajs-2121	83	15	advance	advance	NOUN
iajs-2121	83	16	algorithm	algorithm	NOUN
iajs-2121	83	17	from	from	ADP
iajs-2121	83	18	ezw	ezw	NOUN
iajs-2121	83	19	algorithm	algorithm	PROPN
iajs-2121	83	20	;	;	PUNCT
iajs-2121	83	21	spiht	spiht	NOUN
iajs-2121	83	22	will	will	AUX
iajs-2121	83	23	produce	produce	VERB
iajs-2121	83	24	higher	high	ADJ
iajs-2121	83	25	compression	compression	NOUN
iajs-2121	83	26	and	and	CCONJ
iajs-2121	83	27	improve	improve	VERB
iajs-2121	83	28	performance	performance	NOUN
iajs-2121	83	29	efficiency	efficiency	NOUN
iajs-2121	83	30	than	than	SCONJ
iajs-2121	83	31	ezw	ezw	VERB
iajs-2121	84	1	[	[	X
iajs-2121	84	2	22	22	NUM
iajs-2121	84	3	]	]	PUNCT
iajs-2121	84	4	.	.	PUNCT
iajs-2121	85	1	is	be	AUX
iajs-2121	85	2	hierarchical	hierarchical	ADJ
iajs-2121	85	3	tree	tree	NOUN
iajs-2121	85	4	algorithm	algorithm	NOUN
iajs-2121	85	5	that	that	PRON
iajs-2121	85	6	used	use	VERB
iajs-2121	85	7	for	for	ADP
iajs-2121	85	8	lossy	lossy	ADJ
iajs-2121	85	9	image	image	NOUN
iajs-2121	85	10	compression	compression	NOUN
iajs-2121	85	11	algorithm	algorithm	NOUN
iajs-2121	85	12	.	.	PUNCT
iajs-2121	86	1	spiht	spiht	NOUN
iajs-2121	86	2	will	will	AUX
iajs-2121	86	3	invest	invest	VERB
iajs-2121	86	4	the	the	DET
iajs-2121	86	5	inherent	inherent	ADJ
iajs-2121	86	6	similarities	similarity	NOUN
iajs-2121	86	7	through	through	ADP
iajs-2121	86	8	the	the	DET
iajs-2121	86	9	sub	sub	NOUN
iajs-2121	86	10	-	-	NOUN
iajs-2121	86	11	bands	band	NOUN
iajs-2121	86	12	of	of	ADP
iajs-2121	86	13	image	image	NOUN
iajs-2121	86	14	wavelet	wavelet	NOUN
iajs-2121	86	15	decomposition	decomposition	NOUN
iajs-2121	86	16	[	[	X
iajs-2121	86	17	23,24	23,24	ADP
iajs-2121	86	18	]	]	PUNCT
iajs-2121	86	19	.	.	PUNCT
iajs-2121	87	1	spiht	spiht	ADJ
iajs-2121	87	2	algorithm	algorithm	PROPN
iajs-2121	87	3	is	be	AUX
iajs-2121	87	4	refers	refer	VERB
iajs-2121	87	5	to	to	ADP
iajs-2121	87	6	next	next	ADJ
iajs-2121	87	7	generation	generation	NOUN
iajs-2121	87	8	for	for	ADP
iajs-2121	87	9	wavelet	wavelet	NOUN
iajs-2121	87	10	transform	transform	NOUN
iajs-2121	87	11	,	,	PUNCT
iajs-2121	87	12	which	which	PRON
iajs-2121	87	13	employing	employ	VERB
iajs-2121	87	14	more	more	ADV
iajs-2121	87	15	advanced	advanced	ADJ
iajs-2121	87	16	coding	coding	NOUN
iajs-2121	87	17	.	.	PUNCT
iajs-2121	88	1	spiht	spiht	NOUN
iajs-2121	88	2	in	in	ADP
iajs-2121	88	3	fact	fact	NOUN
iajs-2121	88	4	will	will	AUX
iajs-2121	88	5	develop	develop	VERB
iajs-2121	88	6	wavelet	wavelet	NOUN
iajs-2121	88	7	transformed	transform	VERB
iajs-2121	88	8	images	image	NOUN
iajs-2121	88	9	properties	property	NOUN
iajs-2121	88	10	to	to	PART
iajs-2121	88	11	increase	increase	VERB
iajs-2121	88	12	its	its	PRON
iajs-2121	88	13	efficiency	efficiency	NOUN
iajs-2121	88	14	.	.	PUNCT
iajs-2121	89	1	this	this	DET
iajs-2121	89	2	method	method	NOUN
iajs-2121	89	3	becomes	become	VERB
iajs-2121	89	4	image	image	NOUN
iajs-2121	89	5	compression	compression	NOUN
iajs-2121	89	6	state	state	NOUN
iajs-2121	89	7	-	-	PUNCT
iajs-2121	89	8	of	of	ADP
iajs-2121	89	9	-	-	PUNCT
iajs-2121	89	10	the	the	DET
iajs-2121	89	11	-	-	PUNCT
iajs-2121	89	12	art	art	NOUN
iajs-2121	89	13	method	method	NOUN
iajs-2121	89	14	.	.	PUNCT
iajs-2121	90	1	nowadays	nowadays	ADV
iajs-2121	90	2	spiht	spiht	NOUN
iajs-2121	90	3	is	be	AUX
iajs-2121	90	4	one	one	NUM
iajs-2121	90	5	of	of	ADP
iajs-2121	90	6	the	the	DET
iajs-2121	90	7	best	good	ADJ
iajs-2121	90	8	powerful	powerful	ADJ
iajs-2121	90	9	methods	method	NOUN
iajs-2121	90	10	in	in	ADP
iajs-2121	90	11	wavelet	wavelet	NOUN
iajs-2121	90	12	image	image	NOUN
iajs-2121	90	13	compression	compression	NOUN
iajs-2121	90	14	techniques	technique	NOUN
iajs-2121	90	15	which	which	PRON
iajs-2121	90	16	used	use	VERB
iajs-2121	90	17	for	for	ADP
iajs-2121	90	18	lossy	lossy	ADJ
iajs-2121	90	19	image	image	NOUN
iajs-2121	90	20	compression	compression	NOUN
iajs-2121	90	21	.	.	PUNCT
iajs-2121	91	1	one	one	NUM
iajs-2121	91	2	of	of	ADP
iajs-2121	91	3	the	the	DET
iajs-2121	91	4	most	most	ADJ
iajs-2121	91	5	advantages	advantage	NOUN
iajs-2121	91	6	of	of	ADP
iajs-2121	91	7	this	this	DET
iajs-2121	91	8	method	method	NOUN
iajs-2121	91	9	its	its	PRON
iajs-2121	91	10	capability	capability	NOUN
iajs-2121	91	11	to	to	PART
iajs-2121	91	12	provide	provide	VERB
iajs-2121	91	13	an	an	DET
iajs-2121	91	14	output	output	NOUN
iajs-2121	91	15	image	image	NOUN
iajs-2121	91	16	with	with	ADP
iajs-2121	91	17	good	good	ADJ
iajs-2121	91	18	quality	quality	NOUN
iajs-2121	91	19	,	,	PUNCT
iajs-2121	91	20	high	high	ADJ
iajs-2121	91	21	psnr	psnr	NOUN
iajs-2121	91	22	value	value	NOUN
iajs-2121	91	23	and	and	CCONJ
iajs-2121	91	24	it	it	PRON
iajs-2121	91	25	is	be	AUX
iajs-2121	91	26	consider	consider	VERB
iajs-2121	91	27	as	as	ADP
iajs-2121	91	28	the	the	DET
iajs-2121	91	29	better	well	ADJ
iajs-2121	91	30	method	method	NOUN
iajs-2121	91	31	for	for	ADP
iajs-2121	91	32	continually	continually	ADV
iajs-2121	91	33	image	image	VERB
iajs-2121	91	34	transmission	transmission	NOUN
iajs-2121	91	35	[	[	X
iajs-2121	91	36	24	24	NUM
iajs-2121	91	37	]	]	PUNCT
iajs-2121	91	38	.	.	PUNCT
iajs-2121	92	1	spiht	spiht	ADJ
iajs-2121	92	2	algorithm	algorithm	PROPN
iajs-2121	92	3	generate	generate	VERB
iajs-2121	92	4	an	an	DET
iajs-2121	92	5	embedded	embed	VERB
iajs-2121	92	6	bit	bit	NOUN
iajs-2121	92	7	stream	stream	NOUN
iajs-2121	92	8	,	,	PUNCT
iajs-2121	92	9	this	this	DET
iajs-2121	92	10	bit	bit	NOUN
iajs-2121	92	11	stream	stream	NOUN
iajs-2121	92	12	will	will	AUX
iajs-2121	92	13	reconstruct	reconstruct	VERB
iajs-2121	92	14	best	good	ADJ
iajs-2121	92	15	images	image	NOUN
iajs-2121	92	16	with	with	ADP
iajs-2121	92	17	low	low	ADJ
iajs-2121	92	18	mean	mean	ADJ
iajs-2121	92	19	square	square	ADJ
iajs-2121	92	20	error	error	NOUN
iajs-2121	92	21	which	which	PRON
iajs-2121	92	22	resulted	result	VERB
iajs-2121	92	23	from	from	ADP
iajs-2121	92	24	different	different	ADJ
iajs-2121	92	25	bit	bit	NOUN
iajs-2121	92	26	rates	rate	NOUN
iajs-2121	92	27	.	.	PUNCT
iajs-2121	93	1	spiht	spiht	ADJ
iajs-2121	93	2	algorithm	algorithm	PROPN
iajs-2121	93	3	will	will	AUX
iajs-2121	93	4	produce	produce	VERB
iajs-2121	93	5	best	good	ADJ
iajs-2121	93	6	results	result	NOUN
iajs-2121	93	7	of	of	ADP
iajs-2121	93	8	compression	compression	NOUN
iajs-2121	93	9	ratio	ratio	NOUN
iajs-2121	93	10	with	with	ADP
iajs-2121	93	11	highest	high	ADJ
iajs-2121	93	12	psnr	psnr	NOUN
iajs-2121	93	13	values	value	NOUN
iajs-2121	93	14	for	for	ADP
iajs-2121	93	15	a	a	DET
iajs-2121	93	16	speared	speared	ADJ
iajs-2121	93	17	range	range	NOUN
iajs-2121	93	18	of	of	ADP
iajs-2121	93	19	images	image	NOUN
iajs-2121	93	20	[	[	X
iajs-2121	93	21	21	21	NUM
iajs-2121	93	22	]	]	PUNCT
iajs-2121	93	23	.	.	PUNCT
iajs-2121	94	1	the	the	DET
iajs-2121	94	2	spiht	spiht	ADJ
iajs-2121	94	3	technique	technique	NOUN
iajs-2121	94	4	is	be	AUX
iajs-2121	94	5	not	not	PART
iajs-2121	94	6	an	an	DET
iajs-2121	94	7	easy	easy	ADJ
iajs-2121	94	8	addition	addition	NOUN
iajs-2121	94	9	of	of	ADP
iajs-2121	94	10	classical	classical	ADJ
iajs-2121	94	11	image	image	NOUN
iajs-2121	94	12	compression	compression	NOUN
iajs-2121	94	13	methods	method	NOUN
iajs-2121	94	14	,	,	PUNCT
iajs-2121	94	15	but	but	CCONJ
iajs-2121	94	16	it	it	PRON
iajs-2121	94	17	performs	perform	VERB
iajs-2121	94	18	a	a	DET
iajs-2121	94	19	significant	significant	ADJ
iajs-2121	94	20	enhanced	enhance	VERB
iajs-2121	94	21	in	in	ADP
iajs-2121	94	22	the	the	DET
iajs-2121	94	23	domain	domain	NOUN
iajs-2121	94	24	.	.	PUNCT
iajs-2121	95	1	the	the	DET
iajs-2121	95	2	prime	prime	ADJ
iajs-2121	95	3	characteristics	characteristic	NOUN
iajs-2121	95	4	of	of	ADP
iajs-2121	95	5	spiht	spiht	ADJ
iajs-2121	95	6	wavelet	wavelet	NOUN
iajs-2121	95	7	method	method	NOUN
iajs-2121	95	8	are	be	AUX
iajs-2121	95	9	[	[	X
iajs-2121	95	10	24	24	NUM
iajs-2121	95	11	]	]	PUNCT
iajs-2121	95	12	,	,	PUNCT
iajs-2121	95	13	[	[	X
iajs-2121	95	14	21	21	NUM
iajs-2121	95	15	]	]	PUNCT
iajs-2121	95	16	.	.	PUNCT
iajs-2121	96	1	1	1	X
iajs-2121	96	2	.	.	X
iajs-2121	96	3	high	high	ADJ
iajs-2121	96	4	quality	quality	NOUN
iajs-2121	96	5	,	,	PUNCT
iajs-2121	96	6	good	good	ADJ
iajs-2121	96	7	psnr	psnr	NOUN
iajs-2121	96	8	,	,	PUNCT
iajs-2121	96	9	particularly	particularly	ADV
iajs-2121	96	10	for	for	ADP
iajs-2121	96	11	color	color	NOUN
iajs-2121	96	12	images	image	NOUN
iajs-2121	96	13	2	2	NUM
iajs-2121	96	14	.	.	PUNCT
iajs-2121	96	15	cumulative	cumulative	ADJ
iajs-2121	96	16	image	image	NOUN
iajs-2121	96	17	transmission	transmission	NOUN
iajs-2121	96	18	3	3	NUM
iajs-2121	96	19	.	.	PUNCT
iajs-2121	97	1	the	the	DET
iajs-2121	97	2	coded	code	VERB
iajs-2121	97	3	file	file	NOUN
iajs-2121	97	4	is	be	AUX
iajs-2121	97	5	fully	fully	ADV
iajs-2121	97	6	embedded	embed	VERB
iajs-2121	97	7	4	4	NUM
iajs-2121	97	8	.	.	NOUN
iajs-2121	97	9	straightforward	straightforward	ADJ
iajs-2121	97	10	quantization	quantization	NOUN
iajs-2121	97	11	algorithm	algorithm	NOUN
iajs-2121	97	12	5	5	NUM
iajs-2121	97	13	.	.	X
iajs-2121	97	14	speedy	speedy	ADJ
iajs-2121	97	15	coding	coding	NOUN
iajs-2121	97	16	/	/	SYM
iajs-2121	97	17	decoding	decode	VERB
iajs-2121	97	18	method	method	NOUN
iajs-2121	97	19	6	6	NUM
iajs-2121	97	20	.	.	PUNCT
iajs-2121	98	1	large	large	ADJ
iajs-2121	98	2	applications	application	NOUN
iajs-2121	98	3	,	,	PUNCT
iajs-2121	98	4	fully	fully	ADV
iajs-2121	98	5	adaptive	adaptive	ADJ
iajs-2121	98	6	7	7	NUM
iajs-2121	98	7	.	.	PUNCT
iajs-2121	99	1	basically	basically	ADV
iajs-2121	99	2	,	,	PUNCT
iajs-2121	99	3	utilized	utilize	VERB
iajs-2121	99	4	with	with	ADP
iajs-2121	99	5	lossless	lossless	PROPN
iajs-2121	99	6	compression	compression	NOUN
iajs-2121	99	7	8	8	NUM
iajs-2121	99	8	.	.	PUNCT
iajs-2121	99	9	efficient	efficient	ADJ
iajs-2121	99	10	combination	combination	NOUN
iajs-2121	99	11	with	with	ADP
iajs-2121	99	12	error	error	NOUN
iajs-2121	99	13	protection	protection	NOUN
iajs-2121	99	14	9	9	NUM
iajs-2121	99	15	.	.	PUNCT
iajs-2121	99	16	exact	exact	ADJ
iajs-2121	99	17	bit	bit	NOUN
iajs-2121	99	18	rate	rate	NOUN
iajs-2121	99	19	coding	coding	NOUN
iajs-2121	99	20	and	and	CCONJ
iajs-2121	99	21	error	error	NOUN
iajs-2121	99	22	protection	protection	NOUN
iajs-2121	99	23	10	10	NUM
iajs-2121	99	24	.	.	PUNCT
iajs-2121	100	1	completely	completely	ADV
iajs-2121	100	2	adaptive	adaptive	ADJ
iajs-2121	100	3	6	6	NUM
iajs-2121	100	4	.	.	PUNCT
iajs-2121	101	1	the	the	DET
iajs-2121	101	2	proposed	propose	VERB
iajs-2121	101	3	compression	compression	NOUN
iajs-2121	101	4	system	system	NOUN
iajs-2121	101	5	this	this	DET
iajs-2121	101	6	paper	paper	NOUN
iajs-2121	101	7	is	be	AUX
iajs-2121	101	8	presenting	present	VERB
iajs-2121	101	9	the	the	DET
iajs-2121	101	10	development	development	NOUN
iajs-2121	101	11	of	of	ADP
iajs-2121	101	12	compression	compression	NOUN
iajs-2121	101	13	technique	technique	NOUN
iajs-2121	101	14	that	that	PRON
iajs-2121	101	15	depends	depend	VERB
iajs-2121	101	16	on	on	ADP
iajs-2121	101	17	utilizing	utilize	VERB
iajs-2121	101	18	dual	dual	ADJ
iajs-2121	101	19	combined	combine	VERB
iajs-2121	101	20	compression	compression	NOUN
iajs-2121	101	21	techniques	technique	NOUN
iajs-2121	101	22	.	.	PUNCT
iajs-2121	102	1	the	the	DET
iajs-2121	102	2	type	type	NOUN
iajs-2121	102	3	of	of	ADP
iajs-2121	102	4	data	datum	NOUN
iajs-2121	102	5	compression	compression	NOUN
iajs-2121	102	6	will	will	AUX
iajs-2121	102	7	have	have	VERB
iajs-2121	102	8	a	a	DET
iajs-2121	102	9	powerful	powerful	ADJ
iajs-2121	102	10	advantage	advantage	NOUN
iajs-2121	102	11	on	on	ADP
iajs-2121	102	12	achieving	achieve	VERB
iajs-2121	102	13	important	important	ADJ
iajs-2121	102	14	reduction	reduction	NOUN
iajs-2121	102	15	of	of	ADP
iajs-2121	102	16	data	datum	NOUN
iajs-2121	102	17	in	in	ADP
iajs-2121	102	18	image	image	NOUN
iajs-2121	102	19	size	size	NOUN
iajs-2121	102	20	,	,	PUNCT
iajs-2121	102	21	in	in	ADP
iajs-2121	102	22	turn	turn	NOUN
iajs-2121	102	23	the	the	DET
iajs-2121	102	24	image	image	NOUN
iajs-2121	102	25	distortions	distortion	NOUN
iajs-2121	102	26	did	do	AUX
iajs-2121	102	27	n't	not	PART
iajs-2121	102	28	influenced	influence	VERB
iajs-2121	102	29	on	on	ADP
iajs-2121	102	30	the	the	DET
iajs-2121	102	31	quality	quality	NOUN
iajs-2121	102	32	of	of	ADP
iajs-2121	102	33	image	image	NOUN
iajs-2121	102	34	.	.	PUNCT
iajs-2121	103	1	to	to	PART
iajs-2121	103	2	use	use	VERB
iajs-2121	103	3	the	the	DET
iajs-2121	103	4	proposed	propose	VERB
iajs-2121	103	5	dual	dual	ADJ
iajs-2121	103	6	combined	combine	VERB
iajs-2121	103	7	image	image	NOUN
iajs-2121	103	8	compression	compression	NOUN
iajs-2121	103	9	system	system	NOUN
iajs-2121	103	10	,	,	PUNCT
iajs-2121	103	11	the	the	DET
iajs-2121	103	12	steps	step	NOUN
iajs-2121	103	13	bellow	bellow	ADJ
iajs-2121	103	14	must	must	AUX
iajs-2121	103	15	be	be	AUX
iajs-2121	103	16	under	under	ADP
iajs-2121	103	17	consideration	consideration	NOUN
iajs-2121	103	18	:	:	PUNCT
iajs-2121	103	19	step	step	NOUN
iajs-2121	103	20	1	1	NUM
iajs-2121	103	21	:	:	PUNCT
iajs-2121	103	22	load	load	NOUN
iajs-2121	103	23	input	input	NOUN
iajs-2121	103	24	uncompressed	uncompress	VERB
iajs-2121	103	25	image	image	NOUN
iajs-2121	103	26	and	and	CCONJ
iajs-2121	103	27	read	read	VERB
iajs-2121	103	28	by	by	ADP
iajs-2121	103	29	matlab	matlab	PROPN
iajs-2121	103	30	software	software	NOUN
iajs-2121	103	31	,	,	PUNCT
iajs-2121	103	32	then	then	ADV
iajs-2121	103	33	store	store	VERB
iajs-2121	103	34	it	it	PRON
iajs-2121	103	35	in	in	ADP
iajs-2121	103	36	a	a	DET
iajs-2121	103	37	file	file	NOUN
iajs-2121	103	38	.	.	PUNCT
iajs-2121	104	1	step	step	NOUN
iajs-2121	104	2	2	2	NUM
iajs-2121	104	3	:	:	PUNCT
iajs-2121	104	4	compress	compress	VERB
iajs-2121	104	5	the	the	DET
iajs-2121	104	6	original	original	ADJ
iajs-2121	104	7	image	image	NOUN
iajs-2121	104	8	component	component	NOUN
iajs-2121	104	9	by	by	ADP
iajs-2121	104	10	using	use	VERB
iajs-2121	104	11	set	set	VERB
iajs-2121	104	12	partitioning	partitioning	NOUN
iajs-2121	104	13	in	in	ADP
iajs-2121	104	14	hierarchical	hierarchical	ADJ
iajs-2121	104	15	trees	tree	NOUN
iajs-2121	104	16	spiht	spiht	ADJ
iajs-2121	104	17	compression	compression	NOUN
iajs-2121	104	18	method	method	NOUN
iajs-2121	104	19	with	with	ADP
iajs-2121	104	20	bior	bior	ADJ
iajs-2121	104	21	4.4	4.4	NUM
iajs-2121	104	22	wavelet	wavelet	NOUN
iajs-2121	104	23	filter	filter	NOUN
iajs-2121	104	24	.	.	PUNCT
iajs-2121	105	1	https://en.wikipedia.org/wiki/compression_algorithm	https://en.wikipedia.org/wiki/compression_algorithm	PROPN
iajs-2121	105	2	https://en.wikipedia.org/wiki/wavelet_transform	https://en.wikipedia.org/wiki/wavelet_transform	PROPN
iajs-2121	105	3	http://www.siliconimaging.com/spiht.htm#quality	http://www.siliconimaging.com/spiht.htm#quality	PROPN
iajs-2121	105	4	http://www.siliconimaging.com/spiht.htm#embedded	http://www.siliconimaging.com/spiht.htm#embedded	PROPN
iajs-2121	105	5	http://www.siliconimaging.com/spiht.htm#algor	http://www.siliconimaging.com/spiht.htm#algor	PUNCT
iajs-2121	105	6	http://www.siliconimaging.com/spiht.htm#stop	http://www.siliconimaging.com/spiht.htm#stop	VERB
iajs-2121	105	7	http://www.siliconimaging.com/spiht.htm#error	http://www.siliconimaging.com/spiht.htm#error	NOUN
iajs-2121	105	8	http://www.siliconimaging.com/spiht.htm#applic	http://www.siliconimaging.com/spiht.htm#applic	PROPN
iajs-2121	105	9	149	149	NUM
iajs-2121	105	10	ibn	ibn	PROPN
iajs-2121	105	11	al	al	PROPN
iajs-2121	105	12	-	-	PUNCT
iajs-2121	105	13	haitham	haitham	PROPN
iajs-2121	105	14	jour	jour	X
iajs-2121	105	15	.	.	PROPN
iajs-2121	106	1	for	for	ADP
iajs-2121	106	2	pure	pure	ADJ
iajs-2121	106	3	&	&	CCONJ
iajs-2121	106	4	appl	appl	PROPN
iajs-2121	106	5	.	.	PUNCT
iajs-2121	107	1	sci	sci	PROPN
iajs-2121	107	2	.	.	PROPN
iajs-2121	107	3	32	32	NUM
iajs-2121	107	4	(	(	PUNCT
iajs-2121	107	5	2	2	NUM
iajs-2121	107	6	)	)	PUNCT
iajs-2121	107	7	2019	2019	NUM
iajs-2121	107	8	step	step	NOUN
iajs-2121	107	9	3	3	NUM
iajs-2121	107	10	:	:	PUNCT
iajs-2121	107	11	load	load	VERB
iajs-2121	107	12	the	the	DET
iajs-2121	107	13	saving	saving	NOUN
iajs-2121	107	14	compressed	compress	VERB
iajs-2121	107	15	image	image	NOUN
iajs-2121	107	16	and	and	CCONJ
iajs-2121	107	17	use	use	VERB
iajs-2121	107	18	the	the	DET
iajs-2121	107	19	uncompressing	uncompress	VERB
iajs-2121	107	20	method	method	NOUN
iajs-2121	107	21	.	.	PUNCT
iajs-2121	108	1	step	step	NOUN
iajs-2121	108	2	4	4	NUM
iajs-2121	108	3	:	:	PUNCT
iajs-2121	108	4	decompress	decompress	VERB
iajs-2121	108	5	the	the	DET
iajs-2121	108	6	image	image	NOUN
iajs-2121	108	7	gained	gain	VERB
iajs-2121	108	8	from	from	ADP
iajs-2121	108	9	step	step	NOUN
iajs-2121	108	10	2	2	NUM
iajs-2121	108	11	and	and	CCONJ
iajs-2121	108	12	compare	compare	VERB
iajs-2121	108	13	the	the	DET
iajs-2121	108	14	result	result	NOUN
iajs-2121	108	15	image	image	NOUN
iajs-2121	108	16	with	with	ADP
iajs-2121	108	17	the	the	DET
iajs-2121	108	18	original	original	ADJ
iajs-2121	108	19	image	image	NOUN
iajs-2121	108	20	.	.	PUNCT
iajs-2121	109	1	step	step	NOUN
iajs-2121	109	2	5	5	NUM
iajs-2121	109	3	:	:	PUNCT
iajs-2121	109	4	calculate	calculate	VERB
iajs-2121	109	5	the	the	DET
iajs-2121	109	6	performance	performance	NOUN
iajs-2121	109	7	metrics	metric	NOUN
iajs-2121	109	8	for	for	ADP
iajs-2121	109	9	the	the	DET
iajs-2121	109	10	compressed	compressed	ADJ
iajs-2121	109	11	image	image	NOUN
iajs-2121	109	12	:	:	PUNCT
iajs-2121	109	13	cr	cr	PROPN
iajs-2121	109	14	,	,	PUNCT
iajs-2121	109	15	mse	mse	PROPN
iajs-2121	109	16	,	,	PUNCT
iajs-2121	109	17	bpp	bpp	NOUN
iajs-2121	109	18	and	and	CCONJ
iajs-2121	109	19	psnr	psnr	NOUN
iajs-2121	109	20	.	.	PUNCT
iajs-2121	110	1	then	then	ADV
iajs-2121	110	2	utilize	utilize	VERB
iajs-2121	110	3	these	these	DET
iajs-2121	110	4	measures	measure	NOUN
iajs-2121	110	5	to	to	PART
iajs-2121	110	6	determine	determine	VERB
iajs-2121	110	7	the	the	DET
iajs-2121	110	8	error	error	NOUN
iajs-2121	110	9	between	between	ADP
iajs-2121	110	10	compressed	compressed	ADJ
iajs-2121	110	11	and	and	CCONJ
iajs-2121	110	12	original	original	ADJ
iajs-2121	110	13	images	image	NOUN
iajs-2121	110	14	.	.	PUNCT
iajs-2121	111	1	step	step	NOUN
iajs-2121	111	2	6	6	NUM
iajs-2121	111	3	:	:	PUNCT
iajs-2121	111	4	extra	extra	ADJ
iajs-2121	111	5	compression	compression	NOUN
iajs-2121	111	6	technique	technique	NOUN
iajs-2121	111	7	must	must	AUX
iajs-2121	111	8	be	be	AUX
iajs-2121	111	9	used	use	VERB
iajs-2121	111	10	to	to	PART
iajs-2121	111	11	improve	improve	VERB
iajs-2121	111	12	the	the	DET
iajs-2121	111	13	results	result	NOUN
iajs-2121	111	14	;	;	PUNCT
iajs-2121	111	15	by	by	ADP
iajs-2121	111	16	compress	compress	VERB
iajs-2121	111	17	the	the	DET
iajs-2121	111	18	gained	gain	VERB
iajs-2121	111	19	components	component	NOUN
iajs-2121	111	20	of	of	ADP
iajs-2121	111	21	decoded	decode	VERB
iajs-2121	111	22	image	image	NOUN
iajs-2121	111	23	through	through	ADP
iajs-2121	111	24	used	use	VERB
iajs-2121	111	25	a	a	DET
iajs-2121	111	26	new	new	ADJ
iajs-2121	111	27	progressive	progressive	ADJ
iajs-2121	111	28	compression	compression	NOUN
iajs-2121	111	29	method	method	NOUN
iajs-2121	111	30	.	.	PUNCT
iajs-2121	112	1	step	step	NOUN
iajs-2121	112	2	7	7	NUM
iajs-2121	112	3	:	:	PUNCT
iajs-2121	112	4	the	the	DET
iajs-2121	112	5	resulted	result	VERB
iajs-2121	112	6	decoded	decode	VERB
iajs-2121	112	7	image	image	NOUN
iajs-2121	112	8	from	from	ADP
iajs-2121	112	9	step	step	NOUN
iajs-2121	112	10	4	4	NUM
iajs-2121	112	11	will	will	AUX
iajs-2121	112	12	compress	compress	VERB
iajs-2121	112	13	,	,	PUNCT
iajs-2121	112	14	by	by	ADP
iajs-2121	112	15	using	use	VERB
iajs-2121	112	16	a	a	DET
iajs-2121	112	17	progressive	progressive	ADJ
iajs-2121	112	18	compression	compression	NOUN
iajs-2121	112	19	method	method	NOUN
iajs-2121	112	20	ezw	ezw	NOUN
iajs-2121	112	21	(	(	PUNCT
iajs-2121	112	22	embedded	embed	VERB
iajs-2121	112	23	zero	zero	NUM
iajs-2121	112	24	trees	tree	NOUN
iajs-2121	112	25	)	)	PUNCT
iajs-2121	112	26	with	with	ADP
iajs-2121	112	27	haar	haar	PROPN
iajs-2121	112	28	wavelet	wavelet	NOUN
iajs-2121	112	29	method	method	NOUN
iajs-2121	112	30	.	.	PUNCT
iajs-2121	113	1	step	step	NOUN
iajs-2121	113	2	8	8	NUM
iajs-2121	113	3	:	:	PUNCT
iajs-2121	113	4	again	again	ADV
iajs-2121	113	5	load	load	VERB
iajs-2121	113	6	the	the	DET
iajs-2121	113	7	gained	gain	VERB
iajs-2121	113	8	dual	dual	ADJ
iajs-2121	113	9	compressed	compress	VERB
iajs-2121	113	10	image	image	NOUN
iajs-2121	113	11	and	and	CCONJ
iajs-2121	113	12	step	step	VERB
iajs-2121	113	13	through	through	ADP
iajs-2121	113	14	the	the	DET
iajs-2121	113	15	extra	extra	ADJ
iajs-2121	113	16	dual	dual	ADJ
iajs-2121	113	17	uncompressing	uncompress	VERB
iajs-2121	113	18	process	process	NOUN
iajs-2121	113	19	.	.	PUNCT
iajs-2121	114	1	step	step	NOUN
iajs-2121	114	2	9	9	NUM
iajs-2121	114	3	:	:	PUNCT
iajs-2121	114	4	extra	extra	ADJ
iajs-2121	114	5	dual	dual	ADJ
iajs-2121	114	6	decompress	decompress	NOUN
iajs-2121	114	7	the	the	DET
iajs-2121	114	8	retrieved	retrieve	VERB
iajs-2121	114	9	image	image	NOUN
iajs-2121	114	10	from	from	ADP
iajs-2121	114	11	step	step	NOUN
iajs-2121	114	12	7	7	NUM
iajs-2121	114	13	file	file	NOUN
iajs-2121	114	14	and	and	CCONJ
iajs-2121	114	15	then	then	ADV
iajs-2121	114	16	compare	compare	VERB
iajs-2121	114	17	it	it	PRON
iajs-2121	114	18	with	with	ADP
iajs-2121	114	19	the	the	DET
iajs-2121	114	20	original	original	ADJ
iajs-2121	114	21	image	image	NOUN
iajs-2121	114	22	.	.	PUNCT
iajs-2121	115	1	step	step	NOUN
iajs-2121	115	2	10	10	NUM
iajs-2121	115	3	:	:	PUNCT
iajs-2121	115	4	calculate	calculate	VERB
iajs-2121	115	5	the	the	DET
iajs-2121	115	6	performance	performance	NOUN
iajs-2121	115	7	metrics	metric	NOUN
iajs-2121	115	8	for	for	ADP
iajs-2121	115	9	the	the	DET
iajs-2121	115	10	compressed	compressed	ADJ
iajs-2121	115	11	image	image	NOUN
iajs-2121	115	12	:	:	PUNCT
iajs-2121	115	13	cr	cr	PROPN
iajs-2121	115	14	,	,	PUNCT
iajs-2121	115	15	mse	mse	PROPN
iajs-2121	115	16	,	,	PUNCT
iajs-2121	115	17	bpp	bpp	NOUN
iajs-2121	115	18	and	and	CCONJ
iajs-2121	115	19	psnr	psnr	NOUN
iajs-2121	115	20	.	.	PUNCT
iajs-2121	116	1	then	then	ADV
iajs-2121	116	2	utilize	utilize	VERB
iajs-2121	116	3	these	these	DET
iajs-2121	116	4	performance	performance	NOUN
iajs-2121	116	5	measurements	measurement	NOUN
iajs-2121	116	6	to	to	PART
iajs-2121	116	7	determine	determine	VERB
iajs-2121	116	8	the	the	DET
iajs-2121	116	9	difference	difference	NOUN
iajs-2121	116	10	between	between	ADP
iajs-2121	116	11	original	original	ADJ
iajs-2121	116	12	and	and	CCONJ
iajs-2121	116	13	dual	dual	ADJ
iajs-2121	116	14	compressed	compress	VERB
iajs-2121	116	15	images	image	NOUN
iajs-2121	116	16	.	.	PUNCT
iajs-2121	117	1	the	the	DET
iajs-2121	117	2	gained	gain	VERB
iajs-2121	117	3	image	image	NOUN
iajs-2121	117	4	must	must	AUX
iajs-2121	117	5	be	be	AUX
iajs-2121	117	6	useful	useful	ADJ
iajs-2121	117	7	while	while	SCONJ
iajs-2121	117	8	preserve	preserve	VERB
iajs-2121	117	9	a	a	DET
iajs-2121	117	10	better	well	ADJ
iajs-2121	117	11	visual	visual	ADJ
iajs-2121	117	12	perception	perception	NOUN
iajs-2121	117	13	.	.	PUNCT
iajs-2121	118	1	7	7	X
iajs-2121	118	2	.	.	X
iajs-2121	118	3	system	system	NOUN
iajs-2121	118	4	performance	performance	NOUN
iajs-2121	118	5	measures	measure	VERB
iajs-2121	118	6	the	the	DET
iajs-2121	118	7	compression	compression	NOUN
iajs-2121	118	8	system	system	NOUN
iajs-2121	118	9	performance	performance	NOUN
iajs-2121	118	10	rating	rating	NOUN
iajs-2121	118	11	is	be	AUX
iajs-2121	118	12	measured	measure	VERB
iajs-2121	118	13	utilizing	utilize	VERB
iajs-2121	118	14	some	some	DET
iajs-2121	118	15	compression	compression	NOUN
iajs-2121	118	16	performance	performance	NOUN
iajs-2121	118	17	measures	measure	NOUN
iajs-2121	118	18	.	.	PUNCT
iajs-2121	119	1	the	the	DET
iajs-2121	119	2	commonly	commonly	ADV
iajs-2121	119	3	used	use	VERB
iajs-2121	119	4	metrics	metric	NOUN
iajs-2121	119	5	are	be	AUX
iajs-2121	119	6	:	:	PUNCT
iajs-2121	119	7	acompression	acompression	NOUN
iajs-2121	119	8	ratio	ratio	NOUN
iajs-2121	119	9	(	(	PUNCT
iajs-2121	119	10	cr	cr	NOUN
iajs-2121	119	11	)	)	PUNCT
iajs-2121	119	12	this	this	DET
iajs-2121	119	13	metric	metric	NOUN
iajs-2121	119	14	is	be	AUX
iajs-2121	119	15	used	use	VERB
iajs-2121	119	16	to	to	PART
iajs-2121	119	17	measure	measure	VERB
iajs-2121	119	18	the	the	DET
iajs-2121	119	19	decrease	decrease	NOUN
iajs-2121	119	20	in	in	ADP
iajs-2121	119	21	data	datum	NOUN
iajs-2121	119	22	representation	representation	NOUN
iajs-2121	119	23	size	size	NOUN
iajs-2121	119	24	produced	produce	VERB
iajs-2121	119	25	by	by	ADP
iajs-2121	119	26	a	a	DET
iajs-2121	119	27	compression	compression	NOUN
iajs-2121	119	28	algorithm	algorithm	NOUN
iajs-2121	119	29	.	.	PUNCT
iajs-2121	120	1	cr	cr	NOUN
iajs-2121	120	2	also	also	ADV
iajs-2121	120	3	called	call	VERB
iajs-2121	120	4	compression	compression	NOUN
iajs-2121	120	5	power	power	NOUN
iajs-2121	120	6	is	be	AUX
iajs-2121	120	7	computed	compute	VERB
iajs-2121	120	8	as	as	ADP
iajs-2121	120	9	the	the	DET
iajs-2121	120	10	ratio	ratio	NOUN
iajs-2121	120	11	of	of	ADP
iajs-2121	120	12	the	the	DET
iajs-2121	120	13	uncompressed	uncompressed	ADJ
iajs-2121	120	14	image	image	NOUN
iajs-2121	120	15	(	(	PUNCT
iajs-2121	120	16	original	original	ADJ
iajs-2121	120	17	image	image	NOUN
iajs-2121	120	18	)	)	PUNCT
iajs-2121	120	19	file	file	NOUN
iajs-2121	120	20	size	size	NOUN
iajs-2121	120	21	to	to	ADP
iajs-2121	120	22	the	the	DET
iajs-2121	120	23	compressed	compress	VERB
iajs-2121	120	24	file	file	NOUN
iajs-2121	120	25	size	size	NOUN
iajs-2121	120	26	[	[	X
iajs-2121	120	27	25	25	NUM
iajs-2121	120	28	]	]	PUNCT
iajs-2121	120	29	.	.	PUNCT
iajs-2121	121	1	𝐶𝑅	𝐶𝑅	PROPN
iajs-2121	121	2	=	=	PUNCT
iajs-2121	122	1	𝑈𝑛𝑐𝑜𝑚𝑝𝑟𝑒𝑠𝑠𝑒𝑑	𝑈𝑛𝑐𝑜𝑚𝑝𝑟𝑒𝑠𝑠𝑒𝑑	PROPN
iajs-2121	122	2	𝐹𝑖𝑙𝑒	𝐹𝑖𝑙𝑒	PROPN
iajs-2121	122	3	𝑆𝑖𝑧𝑒	𝑆𝑖𝑧𝑒	PROPN
iajs-2121	122	4	𝐶𝑜𝑚𝑝𝑟𝑒𝑠𝑠𝑒𝑑	𝐶𝑜𝑚𝑝𝑟𝑒𝑠𝑠𝑒𝑑	PROPN
iajs-2121	122	5	𝐹𝑖𝑙𝑒	𝐹𝑖𝑙𝑒	PROPN
iajs-2121	122	6	𝑆𝑖𝑧𝑒	𝑆𝑖𝑧𝑒	PROPN
iajs-2121	122	7	(	(	PUNCT
iajs-2121	122	8	1	1	NUM
iajs-2121	122	9	)	)	PUNCT
iajs-2121	122	10	bmean	bmean	ADJ
iajs-2121	122	11	square	square	ADJ
iajs-2121	122	12	error	error	NOUN
iajs-2121	122	13	(	(	PUNCT
iajs-2121	122	14	mse	mse	NOUN
iajs-2121	122	15	)	)	PUNCT
iajs-2121	122	16	another	another	DET
iajs-2121	122	17	metric	metric	NOUN
iajs-2121	122	18	for	for	SCONJ
iajs-2121	122	19	determine	determine	VERB
iajs-2121	122	20	the	the	DET
iajs-2121	122	21	performance	performance	NOUN
iajs-2121	122	22	of	of	ADP
iajs-2121	122	23	image	image	NOUN
iajs-2121	122	24	compression	compression	NOUN
iajs-2121	122	25	algorithms	algorithm	NOUN
iajs-2121	122	26	,	,	PUNCT
iajs-2121	122	27	is	be	AUX
iajs-2121	122	28	by	by	SCONJ
iajs-2121	122	29	used	use	VERB
iajs-2121	122	30	a	a	DET
iajs-2121	122	31	vital	vital	ADJ
iajs-2121	122	32	estimation	estimation	NOUN
iajs-2121	122	33	parameter	parameter	NOUN
iajs-2121	122	34	to	to	PART
iajs-2121	122	35	compute	compute	VERB
iajs-2121	122	36	the	the	DET
iajs-2121	122	37	compressed	compressed	ADJ
iajs-2121	122	38	image	image	NOUN
iajs-2121	122	39	quality	quality	NOUN
iajs-2121	122	40	.	.	PUNCT
iajs-2121	123	1	the	the	DET
iajs-2121	123	2	comparison	comparison	NOUN
iajs-2121	123	3	of	of	ADP
iajs-2121	123	4	the	the	DET
iajs-2121	123	5	original	original	ADJ
iajs-2121	123	6	data	data	NOUN
iajs-2121	123	7	image	image	NOUN
iajs-2121	123	8	with	with	ADP
iajs-2121	123	9	decompress	decompress	NOUN
iajs-2121	123	10	image	image	NOUN
iajs-2121	123	11	,	,	PUNCT
iajs-2121	123	12	then	then	ADV
iajs-2121	123	13	show	show	VERB
iajs-2121	123	14	the	the	DET
iajs-2121	123	15	distortion	distortion	NOUN
iajs-2121	123	16	level	level	NOUN
iajs-2121	123	17	[	[	X
iajs-2121	123	18	26	26	NUM
iajs-2121	123	19	]	]	PUNCT
iajs-2121	123	20	.	.	PUNCT
iajs-2121	124	1	generally	generally	ADV
iajs-2121	124	2	the	the	DET
iajs-2121	124	3	distortion	distortion	NOUN
iajs-2121	124	4	is	be	AUX
iajs-2121	124	5	the	the	DET
iajs-2121	124	6	difference	difference	NOUN
iajs-2121	124	7	between	between	ADP
iajs-2121	124	8	the	the	DET
iajs-2121	124	9	original	original	ADJ
iajs-2121	124	10	and	and	CCONJ
iajs-2121	124	11	compressed	compressed	ADJ
iajs-2121	124	12	image	image	NOUN
iajs-2121	124	13	.	.	PUNCT
iajs-2121	125	1	the	the	DET
iajs-2121	125	2	error	error	NOUN
iajs-2121	125	3	function	function	NOUN
iajs-2121	125	4	er	er	INTJ
iajs-2121	125	5	is	be	AUX
iajs-2121	125	6	compute	compute	ADJ
iajs-2121	125	7	as	as	ADP
iajs-2121	125	8	a	a	DET
iajs-2121	125	9	difference	difference	NOUN
iajs-2121	125	10	between	between	ADP
iajs-2121	125	11	the	the	DET
iajs-2121	125	12	original	original	ADJ
iajs-2121	125	13	(	(	PUNCT
iajs-2121	125	14	input	input	NOUN
iajs-2121	125	15	g(x	g(x	PROPN
iajs-2121	125	16	,	,	PUNCT
iajs-2121	125	17	y	y	NOUN
iajs-2121	125	18	)	)	PUNCT
iajs-2121	125	19	)	)	PUNCT
iajs-2121	126	1	and	and	CCONJ
iajs-2121	126	2	the	the	DET
iajs-2121	126	3	reconstructed	reconstructed	ADJ
iajs-2121	126	4	(	(	PUNCT
iajs-2121	126	5	output	output	NOUN
iajs-2121	126	6	g'(x	g'(x	NOUN
iajs-2121	126	7	,	,	PUNCT
iajs-2121	126	8	y	y	NOUN
iajs-2121	126	9	)	)	PUNCT
iajs-2121	126	10	)	)	PUNCT
iajs-2121	126	11	image	image	NOUN
iajs-2121	127	1	[	[	X
iajs-2121	127	2	27	27	NUM
iajs-2121	127	3	]	]	PUNCT
iajs-2121	127	4	.	.	PUNCT
iajs-2121	128	1	𝐸𝑟	𝐸𝑟	ADV
iajs-2121	128	2	=	=	SYM
iajs-2121	128	3	𝐺(𝑥	𝐺(𝑥	NOUN
iajs-2121	128	4	,	,	PUNCT
iajs-2121	128	5	𝑦	𝑦	NOUN
iajs-2121	128	6	)	)	PUNCT
iajs-2121	128	7	−	−	NOUN
iajs-2121	128	8	𝐺′(𝑥	𝐺′(𝑥	PROPN
iajs-2121	128	9	,	,	PUNCT
iajs-2121	128	10	𝑦	𝑦	NOUN
iajs-2121	128	11	)	)	PUNCT
iajs-2121	128	12	(	(	PUNCT
iajs-2121	128	13	2	2	X
iajs-2121	128	14	)	)	PUNCT
iajs-2121	128	15	the	the	DET
iajs-2121	128	16	mse	mse	NOUN
iajs-2121	128	17	is	be	AUX
iajs-2121	128	18	defined	define	VERB
iajs-2121	128	19	as	as	ADP
iajs-2121	128	20	:	:	PUNCT
iajs-2121	128	21	𝑀𝑆𝐸	𝑀𝑆𝐸	NOUN
iajs-2121	128	22	=	=	SYM
iajs-2121	129	1	1	1	NUM
iajs-2121	129	2	𝑊	𝑊	NOUN
iajs-2121	129	3	×	×	NOUN
iajs-2121	129	4	𝐻	𝐻	NOUN
iajs-2121	129	5	∑	∑	PROPN
iajs-2121	129	6	∑	∑	PUNCT
iajs-2121	129	7	𝐸𝑟2	𝐸𝑟2	NOUN
iajs-2121	129	8	𝐻−1	𝐻−1	PROPN
iajs-2121	129	9	𝑦=0	𝑦=0	X
iajs-2121	129	10	𝑊−1	𝑊−1	INTJ
iajs-2121	129	11	𝑥=0	𝑥=0	PUNCT
iajs-2121	129	12	(	(	PUNCT
iajs-2121	129	13	3	3	X
iajs-2121	129	14	)	)	PUNCT
iajs-2121	129	15	it	it	PRON
iajs-2121	129	16	is	be	AUX
iajs-2121	129	17	present	present	ADJ
iajs-2121	129	18	that	that	PRON
iajs-2121	129	19	mean	mean	VERB
iajs-2121	129	20	square	square	ADJ
iajs-2121	129	21	error	error	NOUN
iajs-2121	129	22	(	(	PUNCT
iajs-2121	129	23	mse	mse	NOUN
iajs-2121	129	24	)	)	PUNCT
iajs-2121	129	25	is	be	AUX
iajs-2121	129	26	measured	measure	VERB
iajs-2121	129	27	in	in	ADP
iajs-2121	129	28	db	db	PROPN
iajs-2121	129	29	.	.	PROPN
iajs-2121	130	1	where	where	SCONJ
iajs-2121	130	2	w	w	NOUN
iajs-2121	130	3	,	,	PUNCT
iajs-2121	130	4	h	h	NOUN
iajs-2121	130	5	is	be	AUX
iajs-2121	130	6	the	the	DET
iajs-2121	130	7	width	width	ADJ
iajs-2121	130	8	and	and	CCONJ
iajs-2121	130	9	height	height	NOUN
iajs-2121	130	10	of	of	ADP
iajs-2121	130	11	the	the	DET
iajs-2121	130	12	image	image	NOUN
iajs-2121	130	13	individually	individually	ADV
iajs-2121	130	14	.	.	PUNCT
iajs-2121	131	1	150	150	NUM
iajs-2121	131	2	ibn	ibn	PROPN
iajs-2121	131	3	al	al	PROPN
iajs-2121	131	4	-	-	PUNCT
iajs-2121	131	5	haitham	haitham	PROPN
iajs-2121	131	6	jour	jour	X
iajs-2121	131	7	.	.	PROPN
iajs-2121	131	8	for	for	ADP
iajs-2121	131	9	pure	pure	ADJ
iajs-2121	131	10	&	&	CCONJ
iajs-2121	131	11	appl	appl	PROPN
iajs-2121	131	12	.	.	PUNCT
iajs-2121	132	1	sci	sci	PROPN
iajs-2121	132	2	.	.	PROPN
iajs-2121	132	3	32	32	NUM
iajs-2121	132	4	(	(	PUNCT
iajs-2121	132	5	2	2	NUM
iajs-2121	132	6	)	)	PUNCT
iajs-2121	132	7	2019	2019	NUM
iajs-2121	132	8	cpeak	cpeak	NOUN
iajs-2121	132	9	signal	signal	NOUN
iajs-2121	132	10	to	to	PART
iajs-2121	132	11	noise	noise	VERB
iajs-2121	132	12	ratio	ratio	NOUN
iajs-2121	132	13	(	(	PUNCT
iajs-2121	132	14	psnr	psnr	NOUN
iajs-2121	132	15	)	)	PUNCT
iajs-2121	132	16	psnr	psnr	NOUN
iajs-2121	132	17	is	be	AUX
iajs-2121	132	18	one	one	NUM
iajs-2121	132	19	of	of	ADP
iajs-2121	132	20	the	the	DET
iajs-2121	132	21	most	most	ADV
iajs-2121	132	22	important	important	ADJ
iajs-2121	132	23	tools	tool	NOUN
iajs-2121	132	24	for	for	ADP
iajs-2121	132	25	the	the	DET
iajs-2121	132	26	estimate	estimate	NOUN
iajs-2121	132	27	of	of	ADP
iajs-2121	132	28	the	the	DET
iajs-2121	132	29	compressed	compressed	ADJ
iajs-2121	132	30	image	image	NOUN
iajs-2121	132	31	.	.	PUNCT
iajs-2121	133	1	it	it	PRON
iajs-2121	133	2	is	be	AUX
iajs-2121	133	3	more	more	ADV
iajs-2121	133	4	powerful	powerful	ADJ
iajs-2121	133	5	than	than	ADP
iajs-2121	133	6	the	the	DET
iajs-2121	133	7	mse	mse	NOUN
iajs-2121	133	8	measure	measure	NOUN
iajs-2121	133	9	,	,	PUNCT
iajs-2121	133	10	and	and	CCONJ
iajs-2121	133	11	it	it	PRON
iajs-2121	133	12	is	be	AUX
iajs-2121	133	13	easy	easy	ADJ
iajs-2121	133	14	to	to	PART
iajs-2121	133	15	calculate	calculate	VERB
iajs-2121	133	16	.	.	PUNCT
iajs-2121	134	1	it	it	PRON
iajs-2121	134	2	presents	present	VERB
iajs-2121	134	3	the	the	DET
iajs-2121	134	4	similarity	similarity	NOUN
iajs-2121	134	5	between	between	ADP
iajs-2121	134	6	the	the	DET
iajs-2121	134	7	original	original	ADJ
iajs-2121	134	8	and	and	CCONJ
iajs-2121	134	9	reconstruct	reconstruct	VERB
iajs-2121	134	10	image	image	NOUN
iajs-2121	134	11	.	.	PUNCT
iajs-2121	135	1	the	the	DET
iajs-2121	135	2	psnr	psnr	NOUN
iajs-2121	135	3	is	be	AUX
iajs-2121	135	4	measured	measure	VERB
iajs-2121	135	5	in	in	ADP
iajs-2121	135	6	decibels	decibel	NOUN
iajs-2121	135	7	(	(	PUNCT
iajs-2121	135	8	db	db	PROPN
iajs-2121	135	9	)	)	PUNCT
iajs-2121	135	10	and	and	CCONJ
iajs-2121	135	11	is	be	AUX
iajs-2121	135	12	defined	define	VERB
iajs-2121	135	13	as	as	ADP
iajs-2121	135	14	[	[	X
iajs-2121	135	15	28	28	NUM
iajs-2121	135	16	]	]	SYM
iajs-2121	135	17	.	.	PUNCT
iajs-2121	136	1	𝑃𝑆𝑁𝑅(𝑑𝐵	𝑃𝑆𝑁𝑅(𝑑𝐵	NOUN
iajs-2121	136	2	)	)	PUNCT
iajs-2121	137	1	=	=	SYM
iajs-2121	137	2	10𝑙𝑜𝑔10	10𝑙𝑜𝑔10	NUM
iajs-2121	137	3	[	[	PUNCT
iajs-2121	137	4	(	(	PUNCT
iajs-2121	137	5	𝑅	𝑅	PROPN
iajs-2121	137	6	−	−	PROPN
iajs-2121	137	7	1)2	1)2	NUM
iajs-2121	137	8	𝑀𝑆𝐸	𝑀𝑆𝐸	PROPN
iajs-2121	137	9	]	]	PUNCT
iajs-2121	137	10	(	(	PUNCT
iajs-2121	137	11	4	4	NUM
iajs-2121	137	12	)	)	PUNCT
iajs-2121	137	13	where	where	SCONJ
iajs-2121	137	14	;	;	PUNCT
iajs-2121	137	15	r	r	NOUN
iajs-2121	137	16	is	be	AUX
iajs-2121	137	17	the	the	DET
iajs-2121	137	18	intensity	intensity	NOUN
iajs-2121	137	19	level	level	NOUN
iajs-2121	137	20	number	number	NOUN
iajs-2121	137	21	of	of	ADP
iajs-2121	137	22	the	the	DET
iajs-2121	137	23	image	image	NOUN
iajs-2121	137	24	.	.	PUNCT
iajs-2121	138	1	dcompression	dcompression	NOUN
iajs-2121	138	2	gain	gain	NOUN
iajs-2121	138	3	(	(	PUNCT
iajs-2121	138	4	cg	cg	NOUN
iajs-2121	138	5	)	)	PUNCT
iajs-2121	138	6	the	the	DET
iajs-2121	138	7	compression	compression	NOUN
iajs-2121	138	8	gain	gain	NOUN
iajs-2121	138	9	is	be	AUX
iajs-2121	138	10	defined	define	VERB
iajs-2121	138	11	as	as	ADP
iajs-2121	138	12	:	:	PUNCT
iajs-2121	138	13	𝐶𝐺	𝐶𝐺	PROPN
iajs-2121	138	14	=	=	SYM
iajs-2121	138	15	100	100	NUM
iajs-2121	138	16	log𝑒	log𝑒	NOUN
iajs-2121	138	17	𝑅𝑒𝑓𝑒𝑟𝑒𝑛𝑐𝑒	𝑅𝑒𝑓𝑒𝑟𝑒𝑛𝑐𝑒	PROPN
iajs-2121	138	18	𝑆𝑖𝑧𝑒	𝑆𝑖𝑧𝑒	PROPN
iajs-2121	138	19	𝐶𝑜𝑚𝑝𝑟𝑒𝑠𝑠𝑒𝑑	𝐶𝑜𝑚𝑝𝑟𝑒𝑠𝑠𝑒𝑑	PROPN
iajs-2121	138	20	𝑆𝑖𝑧𝑒	𝑆𝑖𝑧𝑒	PROPN
iajs-2121	138	21	(	(	PUNCT
iajs-2121	138	22	5	5	NUM
iajs-2121	138	23	)	)	PUNCT
iajs-2121	138	24	where	where	SCONJ
iajs-2121	138	25	,	,	PUNCT
iajs-2121	138	26	reference	reference	NOUN
iajs-2121	138	27	size	size	NOUN
iajs-2121	138	28	is	be	AUX
iajs-2121	138	29	present	present	ADJ
iajs-2121	138	30	the	the	DET
iajs-2121	138	31	input	input	NOUN
iajs-2121	138	32	stream	stream	NOUN
iajs-2121	138	33	size	size	NOUN
iajs-2121	138	34	.	.	PUNCT
iajs-2121	139	1	the	the	DET
iajs-2121	139	2	unit	unit	NOUN
iajs-2121	139	3	of	of	ADP
iajs-2121	139	4	compression	compression	NOUN
iajs-2121	139	5	gain	gain	NOUN
iajs-2121	139	6	is	be	AUX
iajs-2121	139	7	percent	percent	NOUN
iajs-2121	139	8	log	log	NOUN
iajs-2121	139	9	ratio	ratio	NOUN
iajs-2121	139	10	,	,	PUNCT
iajs-2121	139	11	which	which	PRON
iajs-2121	139	12	is	be	AUX
iajs-2121	139	13	indicated	indicate	VERB
iajs-2121	139	14	by	by	ADP
iajs-2121	139	15	%	%	NOUN
iajs-2121	139	16	[	[	X
iajs-2121	139	17	29	29	NUM
iajs-2121	139	18	]	]	PUNCT
iajs-2121	139	19	.	.	PUNCT
iajs-2121	140	1	edata	edata	ADJ
iajs-2121	140	2	compression	compression	NOUN
iajs-2121	140	3	rate	rate	NOUN
iajs-2121	140	4	this	this	DET
iajs-2121	140	5	metric	metric	NOUN
iajs-2121	140	6	is	be	AUX
iajs-2121	140	7	measured	measure	VERB
iajs-2121	140	8	by	by	ADP
iajs-2121	140	9	divide	divide	NOUN
iajs-2121	140	10	the	the	DET
iajs-2121	140	11	average	average	ADJ
iajs-2121	140	12	bits	bit	NOUN
iajs-2121	140	13	number	number	NOUN
iajs-2121	140	14	that	that	PRON
iajs-2121	140	15	needed	need	VERB
iajs-2121	140	16	to	to	PART
iajs-2121	140	17	represent	represent	VERB
iajs-2121	140	18	a	a	DET
iajs-2121	140	19	single	single	ADJ
iajs-2121	140	20	element	element	NOUN
iajs-2121	140	21	.	.	PUNCT
iajs-2121	141	1	it	it	PRON
iajs-2121	141	2	is	be	AUX
iajs-2121	141	3	presented	present	VERB
iajs-2121	141	4	by	by	ADP
iajs-2121	141	5	the	the	DET
iajs-2121	141	6	term	term	NOUN
iajs-2121	141	7	of	of	ADP
iajs-2121	141	8	bits	bit	NOUN
iajs-2121	141	9	per	per	ADP
iajs-2121	141	10	pixel	pixel	NOUN
iajs-2121	141	11	(	(	PUNCT
iajs-2121	141	12	bpp	bpp	NOUN
iajs-2121	141	13	)	)	PUNCT
iajs-2121	142	1	[	[	X
iajs-2121	142	2	30	30	NUM
iajs-2121	142	3	]	]	PUNCT
iajs-2121	142	4	.	.	PUNCT
iajs-2121	143	1	bits	bit	NOUN
iajs-2121	143	2	per	per	ADP
iajs-2121	143	3	pixel	pixel	NOUN
iajs-2121	143	4	(	(	PUNCT
iajs-2121	143	5	bpp	bpp	NOUN
iajs-2121	143	6	)	)	PUNCT
iajs-2121	143	7	=	=	SYM
iajs-2121	144	1	(	(	PUNCT
iajs-2121	144	2	𝑁𝑢𝑚𝑏𝑒𝑟	𝑁𝑢𝑚𝑏𝑒𝑟	PROPN
iajs-2121	144	3	𝑜𝑓	𝑜𝑓	ADP
iajs-2121	144	4	𝑏𝑖𝑡𝑠	𝑏𝑖𝑡𝑠	PROPN
iajs-2121	144	5	𝑁𝑢𝑚𝑏𝑒𝑟	𝑁𝑢𝑚𝑏𝑒𝑟	PROPN
iajs-2121	144	6	𝑜𝑓	𝑜𝑓	ADP
iajs-2121	144	7	𝑝𝑖𝑥𝑒𝑙𝑠	𝑝𝑖𝑥𝑒𝑙𝑠	NOUN
iajs-2121	144	8	)	)	PUNCT
iajs-2121	144	9	→	→	SYM
iajs-2121	144	10	(	(	PUNCT
iajs-2121	144	11	8	8	NUM
iajs-2121	144	12	∗	∗	NOUN
iajs-2121	144	13	𝑁𝑢𝑚𝑏𝑒𝑟	𝑁𝑢𝑚𝑏𝑒𝑟	PROPN
iajs-2121	144	14	𝑜𝑓	𝑜𝑓	ADP
iajs-2121	144	15	𝑏𝑦𝑡𝑒𝑠	𝑏𝑦𝑡𝑒𝑠	NOUN
iajs-2121	144	16	𝑁	𝑁	PROPN
iajs-2121	144	17	∗	∗	NOUN
iajs-2121	144	18	𝑁	𝑁	NOUN
iajs-2121	144	19	)	)	PUNCT
iajs-2121	144	20	(	(	PUNCT
iajs-2121	144	21	6	6	NUM
iajs-2121	144	22	)	)	PUNCT
iajs-2121	144	23	fspeed	fspeed	NOUN
iajs-2121	144	24	of	of	ADP
iajs-2121	144	25	compression	compression	NOUN
iajs-2121	144	26	the	the	DET
iajs-2121	144	27	compression	compression	NOUN
iajs-2121	144	28	speed	speed	NOUN
iajs-2121	144	29	is	be	AUX
iajs-2121	144	30	depending	depend	VERB
iajs-2121	144	31	on	on	ADP
iajs-2121	144	32	the	the	DET
iajs-2121	144	33	used	use	VERB
iajs-2121	144	34	compression	compression	NOUN
iajs-2121	144	35	technique	technique	NOUN
iajs-2121	144	36	,	,	PUNCT
iajs-2121	144	37	as	as	ADV
iajs-2121	144	38	well	well	ADV
iajs-2121	144	39	as	as	ADP
iajs-2121	144	40	,	,	PUNCT
iajs-2121	144	41	the	the	DET
iajs-2121	144	42	platform	platform	NOUN
iajs-2121	144	43	nature	nature	NOUN
iajs-2121	144	44	of	of	ADP
iajs-2121	144	45	the	the	DET
iajs-2121	144	46	hosts	host	NOUN
iajs-2121	144	47	that	that	PRON
iajs-2121	144	48	include	include	VERB
iajs-2121	144	49	the	the	DET
iajs-2121	144	50	compression	compression	NOUN
iajs-2121	144	51	process	process	NOUN
iajs-2121	144	52	.	.	PUNCT
iajs-2121	145	1	the	the	DET
iajs-2121	145	2	speed	speed	NOUN
iajs-2121	145	3	of	of	ADP
iajs-2121	145	4	compression	compression	NOUN
iajs-2121	145	5	is	be	AUX
iajs-2121	145	6	influenced	influence	VERB
iajs-2121	145	7	by	by	ADP
iajs-2121	145	8	memory	memory	NOUN
iajs-2121	145	9	size	size	NOUN
iajs-2121	145	10	and	and	CCONJ
iajs-2121	145	11	calculation	calculation	NOUN
iajs-2121	145	12	complexity	complexity	NOUN
iajs-2121	145	13	[	[	X
iajs-2121	145	14	17	17	NUM
iajs-2121	145	15	]	]	PUNCT
iajs-2121	145	16	.	.	PUNCT
iajs-2121	146	1	gpower	gpower	NOUN
iajs-2121	146	2	consumption	consumption	NOUN
iajs-2121	146	3	the	the	DET
iajs-2121	146	4	power	power	NOUN
iajs-2121	146	5	consumption	consumption	NOUN
iajs-2121	146	6	is	be	AUX
iajs-2121	146	7	the	the	DET
iajs-2121	146	8	significant	significant	ADJ
iajs-2121	146	9	performances	performance	NOUN
iajs-2121	146	10	metric	metric	ADJ
iajs-2121	146	11	.	.	PUNCT
iajs-2121	147	1	the	the	DET
iajs-2121	147	2	multimedia	multimedia	NOUN
iajs-2121	147	3	nature	nature	NOUN
iajs-2121	147	4	needs	need	VERB
iajs-2121	147	5	large	large	ADJ
iajs-2121	147	6	capacity	capacity	NOUN
iajs-2121	147	7	of	of	ADP
iajs-2121	147	8	storage	storage	NOUN
iajs-2121	147	9	and	and	CCONJ
iajs-2121	147	10	high	high	ADJ
iajs-2121	147	11	bandwidth	bandwidth	NOUN
iajs-2121	147	12	which	which	PRON
iajs-2121	147	13	dissipate	dissipate	VERB
iajs-2121	147	14	high	high	ADJ
iajs-2121	147	15	power	power	NOUN
iajs-2121	147	16	.	.	PUNCT
iajs-2121	148	1	the	the	DET
iajs-2121	148	2	power	power	NOUN
iajs-2121	148	3	of	of	ADP
iajs-2121	148	4	transmission	transmission	NOUN
iajs-2121	148	5	that	that	PRON
iajs-2121	148	6	needed	need	VERB
iajs-2121	148	7	to	to	PART
iajs-2121	148	8	utilize	utilize	VERB
iajs-2121	148	9	for	for	ADP
iajs-2121	148	10	visual	visual	ADJ
iajs-2121	148	11	flows	flow	NOUN
iajs-2121	148	12	,	,	PUNCT
iajs-2121	148	13	the	the	DET
iajs-2121	148	14	energy	energy	NOUN
iajs-2121	148	15	-	-	PUNCT
iajs-2121	148	16	aware	aware	ADJ
iajs-2121	148	17	compression	compression	NOUN
iajs-2121	148	18	methods	method	NOUN
iajs-2121	148	19	used	use	VERB
iajs-2121	148	20	to	to	PART
iajs-2121	148	21	decrease	decrease	VERB
iajs-2121	148	22	transmission	transmission	NOUN
iajs-2121	148	23	time	time	NOUN
iajs-2121	148	24	.	.	PUNCT
iajs-2121	149	1	thus	thus	ADV
iajs-2121	149	2	,	,	PUNCT
iajs-2121	149	3	regulate	regulate	VERB
iajs-2121	149	4	the	the	DET
iajs-2121	149	5	processing	processing	NOUN
iajs-2121	149	6	complexity	complexity	NOUN
iajs-2121	149	7	,	,	PUNCT
iajs-2121	149	8	will	will	AUX
iajs-2121	149	9	reduce	reduce	VERB
iajs-2121	149	10	the	the	DET
iajs-2121	149	11	data	datum	NOUN
iajs-2121	149	12	size	size	NOUN
iajs-2121	149	13	,	,	PUNCT
iajs-2121	149	14	the	the	DET
iajs-2121	149	15	reduction	reduction	NOUN
iajs-2121	149	16	of	of	ADP
iajs-2121	149	17	transmission	transmission	NOUN
iajs-2121	149	18	power	power	NOUN
iajs-2121	149	19	will	will	AUX
iajs-2121	149	20	save	save	VERB
iajs-2121	149	21	energy	energy	NOUN
iajs-2121	149	22	[	[	X
iajs-2121	149	23	30	30	NUM
iajs-2121	149	24	]	]	SYM
iajs-2121	149	25	.	.	PUNCT
iajs-2121	150	1	8	8	X
iajs-2121	150	2	.	.	PUNCT
iajs-2121	151	1	discussions	discussion	NOUN
iajs-2121	151	2	of	of	ADP
iajs-2121	151	3	experimental	experimental	ADJ
iajs-2121	151	4	results	result	NOUN
iajs-2121	151	5	this	this	DET
iajs-2121	151	6	paper	paper	NOUN
iajs-2121	151	7	presents	present	VERB
iajs-2121	151	8	a	a	DET
iajs-2121	151	9	dual	dual	ADJ
iajs-2121	151	10	combined	combine	VERB
iajs-2121	151	11	compression	compression	NOUN
iajs-2121	151	12	technique	technique	NOUN
iajs-2121	151	13	to	to	PART
iajs-2121	151	14	enhance	enhance	VERB
iajs-2121	151	15	the	the	DET
iajs-2121	151	16	data	data	NOUN
iajs-2121	151	17	reduction	reduction	NOUN
iajs-2121	151	18	of	of	ADP
iajs-2121	151	19	still	still	ADV
iajs-2121	151	20	color	color	NOUN
iajs-2121	151	21	images	image	NOUN
iajs-2121	151	22	,	,	PUNCT
iajs-2121	151	23	the	the	DET
iajs-2121	151	24	resultant	resultant	NOUN
iajs-2121	151	25	image	image	NOUN
iajs-2121	151	26	must	must	AUX
iajs-2121	151	27	satisfactory	satisfactory	ADJ
iajs-2121	151	28	while	while	SCONJ
iajs-2121	151	29	remaining	remain	VERB
iajs-2121	151	30	a	a	DET
iajs-2121	151	31	good	good	ADJ
iajs-2121	151	32	visual	visual	ADJ
iajs-2121	151	33	observation	observation	NOUN
iajs-2121	151	34	.	.	PUNCT
iajs-2121	152	1	the	the	DET
iajs-2121	152	2	test	test	NOUN
iajs-2121	152	3	images	image	NOUN
iajs-2121	152	4	which	which	PRON
iajs-2121	152	5	utilize	utilize	VERB
iajs-2121	152	6	in	in	ADP
iajs-2121	152	7	this	this	DET
iajs-2121	152	8	work	work	NOUN
iajs-2121	152	9	are	be	AUX
iajs-2121	152	10	selected	select	VERB
iajs-2121	152	11	from	from	ADP
iajs-2121	152	12	a	a	DET
iajs-2121	152	13	dataset	dataset	NOUN
iajs-2121	152	14	of	of	ADP
iajs-2121	152	15	jpeg	jpeg	NOUN
iajs-2121	152	16	images	image	NOUN
iajs-2121	152	17	.	.	PUNCT
iajs-2121	153	1			PUNCT
iajs-2121	154	1	the	the	DET
iajs-2121	154	2	proposed	propose	VERB
iajs-2121	154	3	true	true	ADJ
iajs-2121	154	4	color	color	NOUN
iajs-2121	154	5	dataset	dataset	NOUN
iajs-2121	154	6	images	image	NOUN
iajs-2121	154	7	are	be	AUX
iajs-2121	154	8	shown	show	VERB
iajs-2121	154	9	in	in	ADP
iajs-2121	154	10	figure	figure	NOUN
iajs-2121	154	11	1	1	NUM
iajs-2121	154	12	.	.	PUNCT
iajs-2121	154	13			PRON
iajs-2121	154	14	table	table	NOUN
iajs-2121	154	15	1	1	NUM
iajs-2121	154	16	,	,	PUNCT
iajs-2121	154	17	shows	show	VERB
iajs-2121	154	18	the	the	DET
iajs-2121	154	19	results	result	NOUN
iajs-2121	154	20	of	of	ADP
iajs-2121	154	21	compression	compression	NOUN
iajs-2121	154	22	test	test	NOUN
iajs-2121	154	23	images	image	NOUN
iajs-2121	154	24	by	by	ADP
iajs-2121	154	25	using	use	VERB
iajs-2121	154	26	dual	dual	ADJ
iajs-2121	154	27	combined	combine	VERB
iajs-2121	154	28	(	(	PUNCT
iajs-2121	154	29	sphit	sphit	ADJ
iajs-2121	154	30	+	+	CCONJ
iajs-2121	154	31	ezw	ezw	NOUN
iajs-2121	154	32	)	)	PUNCT
iajs-2121	154	33	compression	compression	NOUN
iajs-2121	154	34	algorithms	algorithm	NOUN
iajs-2121	154	35	based	base	VERB
iajs-2121	154	36	on	on	ADP
iajs-2121	154	37	(	(	PUNCT
iajs-2121	154	38	bior	bior	ADJ
iajs-2121	154	39	4.4	4.4	NUM
iajs-2121	154	40	+	+	NUM
iajs-2121	154	41	haar	haar	PROPN
iajs-2121	154	42	)	)	PUNCT
iajs-2121	154	43	wavelet	wavelet	NOUN
iajs-2121	154	44	methods	method	NOUN
iajs-2121	154	45	.	.	PUNCT
iajs-2121	155	1			PRON
iajs-2121	155	2	table	table	NOUN
iajs-2121	155	3	2	2	NUM
iajs-2121	155	4	,	,	PUNCT
iajs-2121	155	5	shows	show	VERB
iajs-2121	155	6	the	the	DET
iajs-2121	155	7	results	result	NOUN
iajs-2121	155	8	of	of	ADP
iajs-2121	155	9	compression	compression	NOUN
iajs-2121	155	10	test	test	NOUN
iajs-2121	155	11	images	image	NOUN
iajs-2121	155	12	by	by	ADP
iajs-2121	155	13	using	use	VERB
iajs-2121	155	14	dual	dual	ADJ
iajs-2121	155	15	combined	combine	VERB
iajs-2121	155	16	(	(	PUNCT
iajs-2121	155	17	sphit	sphit	ADJ
iajs-2121	155	18	+	+	CCONJ
iajs-2121	155	19	ezw	ezw	NOUN
iajs-2121	155	20	)	)	PUNCT
iajs-2121	155	21	compression	compression	NOUN
iajs-2121	155	22	algorithms	algorithm	NOUN
iajs-2121	155	23	with	with	ADP
iajs-2121	155	24	(	(	PUNCT
iajs-2121	155	25	bior	bior	ADJ
iajs-2121	155	26	4.4	4.4	NUM
iajs-2121	155	27	+	+	NUM
iajs-2121	155	28	haar	haar	PROPN
iajs-2121	155	29	)	)	PUNCT
iajs-2121	155	30	wavelet	wavelet	NOUN
iajs-2121	155	31	methods	method	NOUN
iajs-2121	155	32	based	base	VERB
iajs-2121	155	33	on	on	ADP
iajs-2121	155	34	metric	metric	ADJ
iajs-2121	155	35	features	feature	NOUN
iajs-2121	155	36	.	.	PUNCT
iajs-2121	156	1			PRON
iajs-2121	156	2	figure	figure	NOUN
iajs-2121	156	3	2	2	NUM
iajs-2121	156	4	,	,	PUNCT
iajs-2121	156	5	presents	present	VERB
iajs-2121	156	6	the	the	DET
iajs-2121	156	7	result	result	NOUN
iajs-2121	156	8	of	of	ADP
iajs-2121	156	9	1st	1st	ADJ
iajs-2121	156	10	compression	compression	NOUN
iajs-2121	156	11	by	by	ADP
iajs-2121	156	12	using	use	VERB
iajs-2121	156	13	sphit	sphit	ADJ
iajs-2121	156	14	compression	compression	NOUN
iajs-2121	156	15	algorithm	algorithm	NOUN
iajs-2121	156	16	based	base	VERB
iajs-2121	156	17	on	on	ADP
iajs-2121	156	18	bior	bior	ADJ
iajs-2121	156	19	4.4	4.4	NUM
iajs-2121	156	20	wavelet	wavelet	NOUN
iajs-2121	156	21	method	method	NOUN
iajs-2121	156	22	.	.	PUNCT
iajs-2121	157	1	151	151	NUM
iajs-2121	157	2	ibn	ibn	PROPN
iajs-2121	157	3	al	al	PROPN
iajs-2121	157	4	-	-	PUNCT
iajs-2121	157	5	haitham	haitham	PROPN
iajs-2121	157	6	jour	jour	X
iajs-2121	157	7	.	.	PROPN
iajs-2121	157	8	for	for	ADP
iajs-2121	157	9	pure	pure	ADJ
iajs-2121	157	10	&	&	CCONJ
iajs-2121	157	11	appl	appl	PROPN
iajs-2121	157	12	.	.	PUNCT
iajs-2121	158	1	sci	sci	PROPN
iajs-2121	158	2	.	.	PROPN
iajs-2121	158	3	32	32	NUM
iajs-2121	158	4	(	(	PUNCT
iajs-2121	158	5	2	2	NUM
iajs-2121	158	6	)	)	PUNCT
iajs-2121	158	7	2019	2019	NUM
iajs-2121	158	8			PRON
iajs-2121	158	9	figure	figure	NOUN
iajs-2121	158	10	3	3	NUM
iajs-2121	158	11	,	,	PUNCT
iajs-2121	158	12	presents	present	VERB
iajs-2121	158	13	the	the	DET
iajs-2121	158	14	result	result	NOUN
iajs-2121	158	15	of	of	ADP
iajs-2121	158	16	2nd	2nd	ADJ
iajs-2121	158	17	compression	compression	NOUN
iajs-2121	158	18	by	by	ADP
iajs-2121	158	19	using	use	VERB
iajs-2121	158	20	ezw	ezw	NOUN
iajs-2121	158	21	compression	compression	NOUN
iajs-2121	158	22	algorithms	algorithm	NOUN
iajs-2121	158	23	based	base	VERB
iajs-2121	158	24	on	on	ADP
iajs-2121	158	25	haar	haar	PROPN
iajs-2121	158	26	wavelet	wavelet	NOUN
iajs-2121	158	27	method	method	NOUN
iajs-2121	158	28	.	.	PUNCT
iajs-2121	159	1			PRON
iajs-2121	159	2	figure	figure	NOUN
iajs-2121	159	3	4	4	NUM
iajs-2121	159	4	,	,	PUNCT
iajs-2121	159	5	presents	present	VERB
iajs-2121	159	6	bar	bar	NOUN
iajs-2121	159	7	chart	chart	NOUN
iajs-2121	159	8	of	of	ADP
iajs-2121	159	9	the	the	DET
iajs-2121	159	10	data	datum	NOUN
iajs-2121	159	11	set	set	VERB
iajs-2121	159	12	test	test	NOUN
iajs-2121	159	13	images	image	NOUN
iajs-2121	159	14	before	before	ADV
iajs-2121	159	15	and	and	CCONJ
iajs-2121	159	16	after	after	ADP
iajs-2121	159	17	compression	compression	NOUN
iajs-2121	159	18	by	by	ADP
iajs-2121	159	19	using	use	VERB
iajs-2121	159	20	dual	dual	ADJ
iajs-2121	159	21	combined	combine	VERB
iajs-2121	159	22	(	(	PUNCT
iajs-2121	159	23	sphit	sphit	ADJ
iajs-2121	159	24	+	+	CCONJ
iajs-2121	159	25	ezw	ezw	NOUN
iajs-2121	159	26	)	)	PUNCT
iajs-2121	159	27	compression	compression	NOUN
iajs-2121	159	28	algorithms	algorithm	NOUN
iajs-2121	159	29	based	base	VERB
iajs-2121	159	30	on	on	ADP
iajs-2121	159	31	(	(	PUNCT
iajs-2121	159	32	bior	bior	ADJ
iajs-2121	159	33	4.4	4.4	NUM
iajs-2121	159	34	+	+	NUM
iajs-2121	159	35	haar	haar	PROPN
iajs-2121	159	36	)	)	PUNCT
iajs-2121	159	37	wavelet	wavelet	NOUN
iajs-2121	159	38	methods	method	NOUN
iajs-2121	159	39	.	.	PUNCT
iajs-2121	160	1			PRON
iajs-2121	160	2	figure	figure	NOUN
iajs-2121	160	3	5	5	NUM
iajs-2121	160	4	,	,	PUNCT
iajs-2121	160	5	presents	present	VERB
iajs-2121	160	6	bar	bar	NOUN
iajs-2121	160	7	chart	chart	NOUN
iajs-2121	160	8	of	of	ADP
iajs-2121	160	9	the	the	DET
iajs-2121	160	10	compression	compression	NOUN
iajs-2121	160	11	ratio	ratio	NOUN
iajs-2121	160	12	by	by	ADP
iajs-2121	160	13	using	use	VERB
iajs-2121	160	14	dual	dual	ADJ
iajs-2121	160	15	combined	combine	VERB
iajs-2121	160	16	(	(	PUNCT
iajs-2121	160	17	sphit	sphit	ADJ
iajs-2121	160	18	+	+	CCONJ
iajs-2121	160	19	ezw	ezw	NOUN
iajs-2121	160	20	)	)	PUNCT
iajs-2121	160	21	compression	compression	NOUN
iajs-2121	160	22	algorithms	algorithm	NOUN
iajs-2121	160	23	based	base	VERB
iajs-2121	160	24	on	on	ADP
iajs-2121	160	25	(	(	PUNCT
iajs-2121	160	26	bior	bior	ADJ
iajs-2121	160	27	4.4	4.4	NUM
iajs-2121	160	28	+	+	NUM
iajs-2121	160	29	haar	haar	PROPN
iajs-2121	160	30	)	)	PUNCT
iajs-2121	160	31	wavelet	wavelet	NOUN
iajs-2121	160	32	methods	method	NOUN
iajs-2121	160	33	.	.	PUNCT
iajs-2121	161	1	figure	figure	NOUN
iajs-2121	161	2	1	1	NUM
iajs-2121	161	3	.	.	PUNCT
iajs-2121	162	1	the	the	DET
iajs-2121	162	2	original	original	ADJ
iajs-2121	162	3	dataset	dataset	NOUN
iajs-2121	162	4	color	color	NOUN
iajs-2121	162	5	images	image	NOUN
iajs-2121	162	6	.	.	PUNCT
iajs-2121	163	1	table	table	NOUN
iajs-2121	163	2	1	1	NUM
iajs-2121	163	3	.	.	PUNCT
iajs-2121	164	1	the	the	DET
iajs-2121	164	2	results	result	NOUN
iajs-2121	164	3	of	of	ADP
iajs-2121	164	4	compression	compression	NOUN
iajs-2121	164	5	test	test	NOUN
iajs-2121	164	6	images	image	NOUN
iajs-2121	164	7	by	by	ADP
iajs-2121	164	8	using	use	VERB
iajs-2121	164	9	dual	dual	ADJ
iajs-2121	164	10	combined	combine	VERB
iajs-2121	164	11	(	(	PUNCT
iajs-2121	164	12	sphit	sphit	ADJ
iajs-2121	164	13	+	+	CCONJ
iajs-2121	164	14	ezw	ezw	NOUN
iajs-2121	164	15	)	)	PUNCT
iajs-2121	164	16	compression	compression	NOUN
iajs-2121	164	17	algorithms	algorithm	NOUN
iajs-2121	164	18	based	base	VERB
iajs-2121	164	19	on	on	ADP
iajs-2121	164	20	(	(	PUNCT
iajs-2121	164	21	bior	bior	ADJ
iajs-2121	164	22	4.4	4.4	NUM
iajs-2121	164	23	+	+	NUM
iajs-2121	164	24	haar	haar	PROPN
iajs-2121	164	25	)	)	PUNCT
iajs-2121	164	26	wavelet	wavelet	NOUN
iajs-2121	164	27	methods	method	NOUN
iajs-2121	164	28	.	.	PUNCT
iajs-2121	165	1	image	image	NOUN
iajs-2121	165	2	title	title	NOUN
iajs-2121	165	3	file	file	NOUN
iajs-2121	165	4	size	size	NOUN
iajs-2121	165	5	in	in	ADP
iajs-2121	165	6	byte	byte	NOUN
iajs-2121	165	7	file	file	NOUN
iajs-2121	165	8	size	size	NOUN
iajs-2121	165	9	after	after	ADP
iajs-2121	165	10	1	1	NUM
iajs-2121	165	11	st	st	PROPN
iajs-2121	165	12	compression	compression	NOUN
iajs-2121	165	13	file	file	NOUN
iajs-2121	165	14	size	size	NOUN
iajs-2121	165	15	after	after	ADP
iajs-2121	165	16	2	2	NUM
iajs-2121	165	17	nd	nd	NOUN
iajs-2121	165	18	compression	compression	NOUN
iajs-2121	165	19	friends	friend	NOUN
iajs-2121	165	20	15087	15087	NUM
iajs-2121	165	21	11712	11712	NUM
iajs-2121	165	22	10448	10448	NUM
iajs-2121	165	23	child	child	NOUN
iajs-2121	165	24	15803	15803	NUM
iajs-2121	165	25	12257	12257	NUM
iajs-2121	165	26	11128	11128	NUM
iajs-2121	165	27	old	old	ADJ
iajs-2121	165	28	car	car	NOUN
iajs-2121	165	29	10362	10362	NUM
iajs-2121	165	30	9595	9595	NUM
iajs-2121	165	31	8855	8855	NUM
iajs-2121	165	32	battle	battle	NOUN
iajs-2121	165	33	17329	17329	NUM
iajs-2121	165	34	13935	13935	NUM
iajs-2121	165	35	12461	12461	NUM
iajs-2121	165	36	patrol	patrol	NOUN
iajs-2121	165	37	11559	11559	NUM
iajs-2121	165	38	9249	9249	NUM
iajs-2121	165	39	7986	7986	NUM
iajs-2121	165	40	sport	sport	NOUN
iajs-2121	165	41	man	man	NOUN
iajs-2121	165	42	8054	8054	NUM
iajs-2121	165	43	6820	6820	NUM
iajs-2121	165	44	5673	5673	NUM
iajs-2121	165	45	table	table	NOUN
iajs-2121	165	46	2	2	NUM
iajs-2121	165	47	.	.	PUNCT
iajs-2121	166	1	the	the	DET
iajs-2121	166	2	results	result	NOUN
iajs-2121	166	3	of	of	ADP
iajs-2121	166	4	compression	compression	NOUN
iajs-2121	166	5	test	test	NOUN
iajs-2121	166	6	images	image	NOUN
iajs-2121	166	7	by	by	ADP
iajs-2121	166	8	using	use	VERB
iajs-2121	166	9	dual	dual	ADJ
iajs-2121	166	10	combined	combine	VERB
iajs-2121	166	11	(	(	PUNCT
iajs-2121	166	12	sphit	sphit	ADJ
iajs-2121	166	13	+	+	CCONJ
iajs-2121	166	14	ezw	ezw	NOUN
iajs-2121	166	15	)	)	PUNCT
iajs-2121	166	16	compression	compression	NOUN
iajs-2121	166	17	algorithms	algorithm	NOUN
iajs-2121	166	18	based	base	VERB
iajs-2121	166	19	on	on	ADP
iajs-2121	166	20	(	(	PUNCT
iajs-2121	166	21	bior	bior	ADJ
iajs-2121	166	22	4.4	4.4	NUM
iajs-2121	166	23	+	+	NUM
iajs-2121	166	24	haar	haar	PROPN
iajs-2121	166	25	)	)	PUNCT
iajs-2121	166	26	wavelet	wavelet	NOUN
iajs-2121	166	27	methods	method	NOUN
iajs-2121	166	28	based	base	VERB
iajs-2121	166	29	on	on	ADP
iajs-2121	166	30	metric	metric	ADJ
iajs-2121	166	31	features	feature	NOUN
iajs-2121	166	32	.	.	PUNCT
iajs-2121	167	1	performanc	performanc	NOUN
iajs-2121	167	2	e	e	NOUN
iajs-2121	167	3	measures	measure	VERB
iajs-2121	167	4	image	image	NOUN
iajs-2121	167	5	title	title	NOUN
iajs-2121	167	6	friends	friend	NOUN
iajs-2121	167	7	child	child	NOUN
iajs-2121	167	8	old	old	ADJ
iajs-2121	167	9	car	car	NOUN
iajs-2121	167	10	battle	battle	NOUN
iajs-2121	167	11	patrol	patrol	NOUN
iajs-2121	167	12	sport	sport	NOUN
iajs-2121	167	13	man	man	NOUN
iajs-2121	167	14	1	1	NUM
iajs-2121	167	15	st	st	PROPN
iajs-2121	167	16	compressio	compressio	PROPN
iajs-2121	167	17	n	n	PROPN
iajs-2121	167	18	cr	cr	ADP
iajs-2121	167	19	6.230164	6.230164	NUM
iajs-2121	167	20	6.280518	6.280518	NUM
iajs-2121	167	21	3.274028	3.274028	NUM
iajs-2121	167	22	8.763123	8.763123	NUM
iajs-2121	167	23	4.859416	4.859416	NUM
iajs-2121	167	24	4.981995	4.981995	NUM
iajs-2121	167	25	bpp	bpp	NOUN
iajs-2121	167	26	1.495239	1.495239	NUM
iajs-2121	167	27	1.495239	1.495239	NUM
iajs-2121	167	28	0.785767	0.785767	NUM
iajs-2121	167	29	2.103149	2.103149	NUM
iajs-2121	167	30	1.166260	1.166260	NUM
iajs-2121	167	31	1.195679	1.195679	NUM
iajs-2121	167	32	mse	mse	NOUN
iajs-2121	167	33	10.089981	10.089981	NUM
iajs-2121	167	34	10.089981	10.089981	NUM
iajs-2121	167	35	17.40611	17.40611	NUM
iajs-2121	167	36	3	3	NUM
iajs-2121	167	37	12.02841	12.02841	NUM
iajs-2121	167	38	1	1	NUM
iajs-2121	167	39	7.063161	7.063161	NUM
iajs-2121	167	40	1.537283	1.537283	NUM
iajs-2121	167	41	psnr	psnr	NOUN
iajs-2121	167	42	28.091900	28.091900	NUM
iajs-2121	167	43	28.091900	28.091900	NUM
iajs-2121	167	44	28.04873	28.04873	NUM
iajs-2121	167	45	1	1	NUM
iajs-2121	167	46	27.32872	27.32872	NUM
iajs-2121	167	47	1	1	NUM
iajs-2121	167	48	29.64081	29.64081	NUM
iajs-2121	167	49	3	3	NUM
iajs-2121	167	50	36.26326	36.26326	NUM
iajs-2121	167	51	4	4	NUM
iajs-2121	167	52	2	2	NUM
iajs-2121	167	53	nd	nd	NOUN
iajs-2121	167	54	compressio	compressio	NOUN
iajs-2121	167	55	n	n	PROPN
iajs-2121	167	56	cr	cr	PROPN
iajs-2121	167	57	15.787252	15.787252	NUM
iajs-2121	167	58	17.548625	17.548625	NUM
iajs-2121	167	59	16.19822	16.19822	NUM
iajs-2121	167	60	2	2	NUM
iajs-2121	167	61	23.39274	23.39274	NUM
iajs-2121	167	62	1	1	NUM
iajs-2121	167	63	12.34334	12.34334	NUM
iajs-2121	167	64	3	3	NUM
iajs-2121	167	65	8.164469	8.164469	NUM
iajs-2121	167	66	bpp	bpp	NOUN
iajs-2121	167	67	3.788940	3.788940	NUM
iajs-2121	167	68	4.211670	4.211670	NUM
iajs-2121	167	69	3.887573	3.887573	NUM
iajs-2121	167	70	5.614258	5.614258	NUM
iajs-2121	167	71	2.962402	2.962402	NUM
iajs-2121	167	72	1.959473	1.959473	NUM
iajs-2121	167	73	mse	mse	NOUN
iajs-2121	167	74	12.939852	12.939852	NUM
iajs-2121	167	75	13.775117	13.775117	NUM
iajs-2121	167	76	18.82952	18.82952	NUM
iajs-2121	167	77	9	9	NUM
iajs-2121	167	78	15.38366	15.38366	NUM
iajs-2121	167	79	7	7	NUM
iajs-2121	167	80	8.721612	8.721612	NUM
iajs-2121	167	81	2.590226	2.590226	NUM
iajs-2121	167	82	psnr	psnr	NOUN
iajs-2121	167	83	27.011511	27.011511	NUM
iajs-2121	167	84	26.739850	26.739850	NUM
iajs-2121	167	85	25.38240	25.38240	NUM
iajs-2121	167	86	9	9	NUM
iajs-2121	167	87	28.72483	28.72483	NUM
iajs-2121	167	88	6	6	NUM
iajs-2121	167	89	28.72483	28.72483	NUM
iajs-2121	167	90	6	6	NUM
iajs-2121	167	91	33.997427	33.997427	NUM
iajs-2121	167	92	a.	a.	NOUN
iajs-2121	167	93	friends	friend	NOUN
iajs-2121	167	94	b.	b.	PROPN
iajs-2121	167	95	child	child	PROPN
iajs-2121	167	96	c.	c.	PROPN
iajs-2121	167	97	old	old	ADJ
iajs-2121	167	98	car	car	NOUN
iajs-2121	167	99	d.	d.	PROPN
iajs-2121	167	100	battle	battle	PROPN
iajs-2121	167	101	esport	esport	PROPN
iajs-2121	167	102	man	man	PROPN
iajs-2121	167	103	e.	e.	PROPN
iajs-2121	167	104	patrol	patrol	PROPN
iajs-2121	167	105	152	152	NUM
iajs-2121	167	106	ibn	ibn	PROPN
iajs-2121	167	107	al	al	PROPN
iajs-2121	167	108	-	-	PUNCT
iajs-2121	167	109	haitham	haitham	PROPN
iajs-2121	167	110	jour	jour	X
iajs-2121	167	111	.	.	PROPN
iajs-2121	168	1	for	for	ADP
iajs-2121	168	2	pure	pure	ADJ
iajs-2121	168	3	&	&	CCONJ
iajs-2121	168	4	appl	appl	PROPN
iajs-2121	168	5	.	.	PUNCT
iajs-2121	169	1	sci	sci	PROPN
iajs-2121	169	2	.	.	PROPN
iajs-2121	169	3	32	32	NUM
iajs-2121	169	4	(	(	PUNCT
iajs-2121	169	5	2	2	NUM
iajs-2121	169	6	)	)	PUNCT
iajs-2121	169	7	2019	2019	NUM
iajs-2121	169	8	a.	a.	NOUN
iajs-2121	169	9	friends	friend	NOUN
iajs-2121	169	10	b.	b.	PROPN
iajs-2121	169	11	child	child	PROPN
iajs-2121	169	12	c.	c.	PROPN
iajs-2121	169	13	old	old	ADJ
iajs-2121	169	14	car	car	NOUN
iajs-2121	169	15	d.	d.	PROPN
iajs-2121	169	16	battle	battle	PROPN
iajs-2121	169	17	e.	e.	PROPN
iajs-2121	169	18	patrol	patrol	PROPN
iajs-2121	169	19	f.	f.	PROPN
iajs-2121	169	20	sport	sport	PROPN
iajs-2121	169	21	man	man	PROPN
iajs-2121	169	22	figure	figure	NOUN
iajs-2121	169	23	2	2	NUM
iajs-2121	169	24	.	.	PUNCT
iajs-2121	169	25	shows	show	VERB
iajs-2121	169	26	the	the	DET
iajs-2121	169	27	result	result	NOUN
iajs-2121	169	28	of	of	ADP
iajs-2121	169	29	1st	1st	ADJ
iajs-2121	169	30	compression	compression	NOUN
iajs-2121	169	31	by	by	ADP
iajs-2121	169	32	using	use	VERB
iajs-2121	169	33	sphit	sphit	ADJ
iajs-2121	169	34	compression	compression	NOUN
iajs-2121	169	35	algorithm	algorithm	NOUN
iajs-2121	169	36	based	base	VERB
iajs-2121	169	37	on	on	ADP
iajs-2121	169	38	bior	bior	ADJ
iajs-2121	169	39	4.4	4.4	NUM
iajs-2121	169	40	wavelet	wavelet	NOUN
iajs-2121	169	41	method	method	NOUN
iajs-2121	169	42	.	.	PUNCT
iajs-2121	170	1	a.	a.	PROPN
iajs-2121	170	2	friends	friends	PROPN
iajs-2121	170	3	b.	b.	PROPN
iajs-2121	170	4	child	child	PROPN
iajs-2121	170	5	c.	c.	PROPN
iajs-2121	170	6	old	old	ADJ
iajs-2121	170	7	car	car	NOUN
iajs-2121	170	8	d.	d.	PROPN
iajs-2121	170	9	battle	battle	PROPN
iajs-2121	170	10	153	153	NUM
iajs-2121	170	11	ibn	ibn	PROPN
iajs-2121	170	12	al	al	PROPN
iajs-2121	170	13	-	-	PUNCT
iajs-2121	170	14	haitham	haitham	PROPN
iajs-2121	170	15	jour	jour	X
iajs-2121	170	16	.	.	PROPN
iajs-2121	171	1	for	for	ADP
iajs-2121	171	2	pure	pure	ADJ
iajs-2121	171	3	&	&	CCONJ
iajs-2121	171	4	appl	appl	PROPN
iajs-2121	171	5	.	.	PUNCT
iajs-2121	172	1	sci	sci	PROPN
iajs-2121	172	2	.	.	PROPN
iajs-2121	172	3	32	32	NUM
iajs-2121	172	4	(	(	PUNCT
iajs-2121	172	5	2	2	NUM
iajs-2121	172	6	)	)	PUNCT
iajs-2121	172	7	2019	2019	NUM
iajs-2121	172	8	e.	e.	PROPN
iajs-2121	172	9	patrol	patrol	PROPN
iajs-2121	172	10	f.	f.	PROPN
iajs-2121	172	11	sport	sport	PROPN
iajs-2121	172	12	man	man	PROPN
iajs-2121	172	13	figure	figure	VERB
iajs-2121	172	14	3	3	NUM
iajs-2121	172	15	.	.	PUNCT
iajs-2121	172	16	shows	show	VERB
iajs-2121	172	17	the	the	DET
iajs-2121	172	18	result	result	NOUN
iajs-2121	172	19	of	of	ADP
iajs-2121	172	20	2nd	2nd	ADJ
iajs-2121	172	21	compression	compression	NOUN
iajs-2121	172	22	by	by	ADP
iajs-2121	172	23	using	use	VERB
iajs-2121	172	24	ezw	ezw	NOUN
iajs-2121	172	25	compression	compression	NOUN
iajs-2121	172	26	algorithms	algorithm	NOUN
iajs-2121	172	27	based	base	VERB
iajs-2121	172	28	on	on	ADP
iajs-2121	172	29	haarwavelet	haarwavelet	ADJ
iajs-2121	172	30	method	method	NOUN
iajs-2121	172	31	.	.	PUNCT
iajs-2121	173	1	figure	figure	NOUN
iajs-2121	173	2	4	4	NUM
iajs-2121	173	3	.	.	PUNCT
iajs-2121	174	1	shows	show	VERB
iajs-2121	174	2	bar	bar	NOUN
iajs-2121	174	3	chart	chart	NOUN
iajs-2121	174	4	of	of	ADP
iajs-2121	174	5	the	the	DET
iajs-2121	174	6	data	datum	NOUN
iajs-2121	174	7	set	set	VERB
iajs-2121	174	8	test	test	NOUN
iajs-2121	174	9	images	image	NOUN
iajs-2121	174	10	before	before	ADV
iajs-2121	174	11	and	and	CCONJ
iajs-2121	174	12	after	after	ADP
iajs-2121	174	13	compression	compression	NOUN
iajs-2121	174	14	by	by	ADP
iajs-2121	174	15	using	use	VERB
iajs-2121	174	16	dual	dual	ADJ
iajs-2121	174	17	combined	combine	VERB
iajs-2121	174	18	(	(	PUNCT
iajs-2121	174	19	sphit	sphit	ADJ
iajs-2121	174	20	+	+	CCONJ
iajs-2121	174	21	ezw	ezw	NOUN
iajs-2121	174	22	)	)	PUNCT
iajs-2121	174	23	compression	compression	NOUN
iajs-2121	174	24	algorithms	algorithm	NOUN
iajs-2121	174	25	based	base	VERB
iajs-2121	174	26	on	on	ADP
iajs-2121	174	27	(	(	PUNCT
iajs-2121	174	28	bior	bior	ADJ
iajs-2121	174	29	4.4	4.4	NUM
iajs-2121	174	30	+	+	NUM
iajs-2121	174	31	haar	haar	PROPN
iajs-2121	174	32	)	)	PUNCT
iajs-2121	174	33	wavelet	wavelet	NOUN
iajs-2121	174	34	methods	method	NOUN
iajs-2121	174	35	.	.	PUNCT
iajs-2121	175	1	figure	figure	NOUN
iajs-2121	175	2	5	5	NUM
iajs-2121	175	3	.	.	PUNCT
iajs-2121	176	1	shows	show	VERB
iajs-2121	176	2	bar	bar	NOUN
iajs-2121	176	3	chart	chart	NOUN
iajs-2121	176	4	of	of	ADP
iajs-2121	176	5	the	the	DET
iajs-2121	176	6	compression	compression	NOUN
iajs-2121	176	7	ratio	ratio	NOUN
iajs-2121	176	8	by	by	ADP
iajs-2121	176	9	using	use	VERB
iajs-2121	176	10	dual	dual	ADJ
iajs-2121	176	11	combined	combine	VERB
iajs-2121	176	12	(	(	PUNCT
iajs-2121	176	13	sphit	sphit	ADJ
iajs-2121	176	14	+	+	CCONJ
iajs-2121	176	15	ezw	ezw	NOUN
iajs-2121	176	16	)	)	PUNCT
iajs-2121	176	17	compression	compression	NOUN
iajs-2121	176	18	algorithms	algorithm	NOUN
iajs-2121	176	19	based	base	VERB
iajs-2121	176	20	on	on	ADP
iajs-2121	176	21	(	(	PUNCT
iajs-2121	176	22	bior	bior	ADJ
iajs-2121	176	23	4.4	4.4	NUM
iajs-2121	176	24	+	+	NUM
iajs-2121	176	25	haar	haar	PROPN
iajs-2121	176	26	)	)	PUNCT
iajs-2121	176	27	wavelet	wavelet	NOUN
iajs-2121	176	28	methods	method	NOUN
iajs-2121	176	29	.	.	PUNCT
iajs-2121	177	1	9	9	X
iajs-2121	177	2	.	.	X
iajs-2121	177	3	conclusion	conclusion	NOUN
iajs-2121	177	4	in	in	ADP
iajs-2121	177	5	this	this	DET
iajs-2121	177	6	paper	paper	NOUN
iajs-2121	177	7	we	we	PRON
iajs-2121	177	8	performed	perform	VERB
iajs-2121	177	9	dict	dict	NOUN
iajs-2121	177	10	which	which	PRON
iajs-2121	177	11	involve	involve	VERB
iajs-2121	177	12	two	two	NUM
iajs-2121	177	13	compression	compression	NOUN
iajs-2121	177	14	approaches	approach	NOUN
iajs-2121	177	15	spiht	spiht	ADJ
iajs-2121	177	16	and	and	CCONJ
iajs-2121	177	17	ezw	ezw	VERB
iajs-2121	177	18	that	that	SCONJ
iajs-2121	177	19	based	base	VERB
iajs-2121	177	20	on	on	ADP
iajs-2121	177	21	bior	bior	PROPN
iajs-2121	177	22	4.4	4.4	NUM
iajs-2121	177	23	and	and	CCONJ
iajs-2121	177	24	haar	haar	PROPN
iajs-2121	177	25	wavelet	wavelet	NOUN
iajs-2121	177	26	methods	method	NOUN
iajs-2121	177	27	,	,	PUNCT
iajs-2121	177	28	the	the	DET
iajs-2121	177	29	performance	performance	NOUN
iajs-2121	177	30	metrics	metric	NOUN
iajs-2121	177	31	for	for	ADP
iajs-2121	177	32	six	six	NUM
iajs-2121	177	33	test	test	NOUN
iajs-2121	177	34	color	color	NOUN
iajs-2121	177	35	images	image	NOUN
iajs-2121	177	36	will	will	AUX
iajs-2121	177	37	be	be	AUX
iajs-2121	177	38	compared	compare	VERB
iajs-2121	177	39	.	.	PUNCT
iajs-2121	178	1	among	among	ADP
iajs-2121	178	2	the	the	DET
iajs-2121	178	3	different	different	ADJ
iajs-2121	178	4	wavelet	wavelet	NOUN
iajs-2121	178	5	families	family	NOUN
iajs-2121	178	6	,	,	PUNCT
iajs-2121	178	7	the	the	DET
iajs-2121	178	8	haar	haar	PROPN
iajs-2121	178	9	wavelet	wavelet	PROPN
iajs-2121	178	10	presents	present	VERB
iajs-2121	178	11	a	a	DET
iajs-2121	178	12	better	well	ADJ
iajs-2121	178	13	metrics	metric	NOUN
iajs-2121	178	14	performance	performance	NOUN
iajs-2121	178	15	(	(	PUNCT
iajs-2121	178	16	cr	cr	PROPN
iajs-2121	178	17	,	,	PUNCT
iajs-2121	178	18	bpp	bpp	X
iajs-2121	178	19	,	,	PUNCT
iajs-2121	178	20	mse	mse	NOUN
iajs-2121	178	21	and	and	CCONJ
iajs-2121	178	22	psnr	psnr	NOUN
iajs-2121	178	23	)	)	PUNCT
iajs-2121	178	24	as	as	SCONJ
iajs-2121	178	25	compared	compare	VERB
iajs-2121	178	26	with	with	ADP
iajs-2121	178	27	other	other	ADJ
iajs-2121	178	28	types	type	NOUN
iajs-2121	178	29	.	.	PUNCT
iajs-2121	179	1	spiht	spiht	NOUN
iajs-2121	179	2	and	and	CCONJ
iajs-2121	179	3	ezw	ezw	VERB
iajs-2121	179	4	dual	dual	ADJ
iajs-2121	179	5	combined	combine	VERB
iajs-2121	179	6	algorithms	algorithm	NOUN
iajs-2121	179	7	be	be	AUX
iajs-2121	179	8	tested	test	VERB
iajs-2121	179	9	on	on	ADP
iajs-2121	179	10	different	different	ADJ
iajs-2121	179	11	elected	elect	VERB
iajs-2121	179	12	color	color	NOUN
iajs-2121	179	13	images	image	NOUN
iajs-2121	179	14	,	,	PUNCT
iajs-2121	179	15	0	0	NUM
iajs-2121	179	16	5000	5000	NUM
iajs-2121	179	17	10000	10000	NUM
iajs-2121	179	18	15000	15000	NUM
iajs-2121	179	19	20000	20000	NUM
iajs-2121	179	20	1	1	NUM
iajs-2121	179	21	2	2	NUM
iajs-2121	179	22	3	3	NUM
iajs-2121	179	23	4	4	NUM
iajs-2121	179	24	5	5	NUM
iajs-2121	179	25	6	6	NUM
iajs-2121	180	1	i	i	NOUN
iajs-2121	180	2	m	m	VERB
iajs-2121	180	3	ag	ag	PROPN
iajs-2121	180	4	e	e	PROPN
iajs-2121	180	5	s	s	PROPN
iajs-2121	180	6	iz	iz	ADP
iajs-2121	180	7	e	e	NOUN
iajs-2121	180	8	in	in	ADP
iajs-2121	180	9	b	b	PROPN
iajs-2121	180	10	yt	yt	ADP
iajs-2121	180	11	e	e	PROPN
iajs-2121	180	12	test	test	NOUN
iajs-2121	180	13	data	datum	NOUN
iajs-2121	180	14	set	set	VERB
iajs-2121	180	15	images	image	NOUN
iajs-2121	180	16	uncompressed	uncompress	VERB
iajs-2121	180	17	image	image	NOUN
iajs-2121	180	18	1st	1st	ADJ
iajs-2121	180	19	compression	compression	NOUN
iajs-2121	180	20	2nd	2nd	ADJ
iajs-2121	180	21	compression	compression	NOUN
iajs-2121	180	22	0	0	NUM
iajs-2121	180	23	2	2	NUM
iajs-2121	180	24	4	4	NUM
iajs-2121	180	25	6	6	NUM
iajs-2121	180	26	8	8	NUM
iajs-2121	180	27	10	10	NUM
iajs-2121	180	28	12	12	NUM
iajs-2121	180	29	14	14	NUM
iajs-2121	180	30	friends	friend	NOUN
iajs-2121	180	31	child	child	NOUN
iajs-2121	180	32	old	old	ADJ
iajs-2121	180	33	car	car	NOUN
iajs-2121	180	34	battle	battle	NOUN
iajs-2121	180	35	patrol	patrol	PROPN
iajs-2121	180	36	sport	sport	NOUN
iajs-2121	180	37	man	man	NOUN
iajs-2121	181	1	c	c	NOUN
iajs-2121	182	1	o	o	NOUN
iajs-2121	182	2	m	m	VERB
iajs-2121	182	3	p	p	X
iajs-2121	182	4	re	re	ADP
iajs-2121	182	5	ss	ss	PROPN
iajs-2121	182	6	io	io	PROPN
iajs-2121	182	7	n	n	ADV
iajs-2121	182	8	r	r	NOUN
iajs-2121	182	9	at	at	ADP
iajs-2121	182	10	io	io	X
iajs-2121	182	11	dataset	dataset	NOUN
iajs-2121	182	12	images	image	NOUN
iajs-2121	182	13	1st	1st	ADJ
iajs-2121	182	14	compression	compression	NOUN
iajs-2121	182	15	2nd	2nd	ADJ
iajs-2121	182	16	compression	compression	NOUN
iajs-2121	182	17	154	154	NUM
iajs-2121	182	18	ibn	ibn	PROPN
iajs-2121	182	19	al	al	PROPN
iajs-2121	182	20	-	-	PUNCT
iajs-2121	182	21	haitham	haitham	PROPN
iajs-2121	182	22	jour	jour	X
iajs-2121	182	23	.	.	PROPN
iajs-2121	183	1	for	for	ADP
iajs-2121	183	2	pure	pure	ADJ
iajs-2121	183	3	&	&	CCONJ
iajs-2121	183	4	appl	appl	PROPN
iajs-2121	183	5	.	.	PUNCT
iajs-2121	184	1	sci	sci	PROPN
iajs-2121	184	2	.	.	PROPN
iajs-2121	184	3	32	32	NUM
iajs-2121	184	4	(	(	PUNCT
iajs-2121	184	5	2	2	NUM
iajs-2121	184	6	)	)	PUNCT
iajs-2121	184	7	2019	2019	NUM
iajs-2121	184	8	from	from	ADP
iajs-2121	184	9	experiment	experiment	NOUN
iajs-2121	184	10	results	result	NOUN
iajs-2121	184	11	that	that	PRON
iajs-2121	184	12	obtained	obtain	VERB
iajs-2121	184	13	,	,	PUNCT
iajs-2121	184	14	we	we	PRON
iajs-2121	184	15	can	can	AUX
iajs-2121	184	16	see	see	VERB
iajs-2121	184	17	that	that	SCONJ
iajs-2121	184	18	the	the	DET
iajs-2121	184	19	utilizing	utilizing	NOUN
iajs-2121	184	20	of	of	ADP
iajs-2121	184	21	dict	dict	NOUN
iajs-2121	184	22	,	,	PUNCT
iajs-2121	184	23	have	have	VERB
iajs-2121	184	24	an	an	DET
iajs-2121	184	25	excellent	excellent	ADJ
iajs-2121	184	26	performance	performance	NOUN
iajs-2121	184	27	on	on	ADP
iajs-2121	184	28	several	several	ADJ
iajs-2121	184	29	estimation	estimation	NOUN
iajs-2121	184	30	measurements	measurement	NOUN
iajs-2121	184	31	like	like	ADP
iajs-2121	184	32	cr	cr	NOUN
iajs-2121	184	33	and	and	CCONJ
iajs-2121	184	34	psnr	psnr	NOUN
iajs-2121	184	35	as	as	ADP
iajs-2121	184	36	compared	compare	VERB
iajs-2121	184	37	with	with	ADP
iajs-2121	184	38	another	another	DET
iajs-2121	184	39	lossy	lossy	ADJ
iajs-2121	184	40	compression	compression	NOUN
iajs-2121	184	41	techniques	technique	NOUN
iajs-2121	184	42	that	that	PRON
iajs-2121	184	43	used	use	VERB
iajs-2121	184	44	for	for	ADP
iajs-2121	184	45	still	still	ADV
iajs-2121	184	46	color	color	NOUN
iajs-2121	184	47	image	image	NOUN
iajs-2121	184	48	.	.	PUNCT
iajs-2121	185	1	through	through	ADP
iajs-2121	185	2	the	the	DET
iajs-2121	185	3	results	result	NOUN
iajs-2121	185	4	obtained	obtain	VERB
iajs-2121	185	5	,	,	PUNCT
iajs-2121	185	6	it	it	PRON
iajs-2121	185	7	became	become	VERB
iajs-2121	185	8	clear	clear	ADJ
iajs-2121	185	9	to	to	ADP
iajs-2121	185	10	us	we	PRON
iajs-2121	185	11	that	that	SCONJ
iajs-2121	185	12	the	the	DET
iajs-2121	185	13	image	image	NOUN
iajs-2121	185	14	with	with	ADP
iajs-2121	185	15	high	high	ADJ
iajs-2121	185	16	color	color	NOUN
iajs-2121	185	17	variation	variation	NOUN
iajs-2121	185	18	has	have	VERB
iajs-2121	185	19	high	high	ADJ
iajs-2121	185	20	compression	compression	NOUN
iajs-2121	185	21	ratio	ratio	NOUN
iajs-2121	185	22	and	and	CCONJ
iajs-2121	185	23	image	image	NOUN
iajs-2121	185	24	with	with	ADP
iajs-2121	185	25	low	low	ADJ
iajs-2121	185	26	color	color	NOUN
iajs-2121	185	27	variation	variation	NOUN
iajs-2121	185	28	has	have	VERB
iajs-2121	185	29	low	low	ADJ
iajs-2121	185	30	compression	compression	NOUN
iajs-2121	185	31	ratio	ratio	NOUN
iajs-2121	185	32	.	.	PUNCT
iajs-2121	186	1	from	from	ADP
iajs-2121	186	2	dict	dict	PROPN
iajs-2121	186	3	practical	practical	ADJ
iajs-2121	186	4	results	result	NOUN
iajs-2121	186	5	the	the	DET
iajs-2121	186	6	efficiency	efficiency	NOUN
iajs-2121	186	7	of	of	ADP
iajs-2121	186	8	image	image	NOUN
iajs-2121	186	9	compression	compression	NOUN
iajs-2121	186	10	is	be	AUX
iajs-2121	186	11	improved	improve	VERB
iajs-2121	186	12	between	between	ADP
iajs-2121	186	13	8	8	NUM
iajs-2121	186	14	to	to	PART
iajs-2121	186	15	24	24	NUM
iajs-2121	186	16	%	%	NOUN
iajs-2121	186	17	,	,	PUNCT
iajs-2121	186	18	which	which	PRON
iajs-2121	186	19	yields	yield	VERB
iajs-2121	186	20	better	well	ADJ
iajs-2121	186	21	performance	performance	NOUN
iajs-2121	186	22	metrics	metric	NOUN
iajs-2121	186	23	values	value	NOUN
iajs-2121	186	24	.	.	PUNCT
iajs-2121	187	1	references	reference	NOUN
iajs-2121	187	2	1	1	NUM
iajs-2121	187	3	.	.	PUNCT
iajs-2121	187	4	raid	raid	NOUN
iajs-2121	187	5	,	,	PUNCT
iajs-2121	187	6	a.m.	a.m.	ADV
iajs-2121	187	7	;	;	PUNCT
iajs-2121	187	8	khedr	khedr	PROPN
iajs-2121	187	9	,	,	PUNCT
iajs-2121	187	10	w.m	w.m	PROPN
iajs-2121	187	11	.	.	PROPN
iajs-2121	187	12	;	;	PUNCT
iajs-2121	187	13	el	el	PROPN
iajs-2121	187	14	-	-	PUNCT
iajs-2121	187	15	dosuky	dosuky	NOUN
iajs-2121	187	16	,	,	PUNCT
iajs-2121	187	17	m.a	m.a	PROPN
iajs-2121	187	18	.	.	PROPN
iajs-2121	187	19	;	;	PUNCT
iajs-2121	187	20	ahmed	ahmed	PROPN
iajs-2121	187	21	,	,	PUNCT
iajs-2121	187	22	w.	w.	PROPN
iajs-2121	187	23	jpeg	jpeg	PROPN
iajs-2121	187	24	image	image	NOUN
iajs-2121	187	25	compression	compression	NOUN
iajs-2121	187	26	using	use	VERB
iajs-2121	187	27	discrete	discrete	ADJ
iajs-2121	187	28	cosine	cosine	NOUN
iajs-2121	187	29	transform	transform	VERB
iajs-2121	187	30	a	a	DET
iajs-2121	187	31	survey	survey	NOUN
iajs-2121	187	32	.	.	PUNCT
iajs-2121	188	1	international	international	ADJ
iajs-2121	188	2	journal	journal	PROPN
iajs-2121	188	3	of	of	ADP
iajs-2121	188	4	computer	computer	NOUN
iajs-2121	188	5	science	science	PROPN
iajs-2121	188	6	&	&	CCONJ
iajs-2121	188	7	engineering	engineering	PROPN
iajs-2121	188	8	survey	survey	NOUN
iajs-2121	188	9	(	(	PUNCT
iajs-2121	188	10	ijcses	ijcse	NOUN
iajs-2121	188	11	)	)	PUNCT
iajs-2121	188	12	.	.	PUNCT
iajs-2121	189	1	2014	2014	NUM
iajs-2121	189	2	,	,	PUNCT
iajs-2121	189	3	5	5	NUM
iajs-2121	189	4	,	,	PUNCT
iajs-2121	189	5	2	2	NUM
iajs-2121	189	6	,	,	PUNCT
iajs-2121	189	7	39	39	NUM
iajs-2121	189	8	-	-	SYM
iajs-2121	189	9	47	47	NUM
iajs-2121	189	10	.	.	PUNCT
iajs-2121	190	1	2	2	X
iajs-2121	190	2	.	.	X
iajs-2121	190	3	tripathi	tripathi	PROPN
iajs-2121	190	4	,	,	PUNCT
iajs-2121	190	5	b.a	b.a	PROPN
iajs-2121	190	6	.	.	PROPN
iajs-2121	190	7	survey	survey	NOUN
iajs-2121	190	8	on	on	ADP
iajs-2121	190	9	various	various	ADJ
iajs-2121	190	10	image	image	NOUN
iajs-2121	190	11	compression	compression	NOUN
iajs-2121	190	12	techniques	technique	NOUN
iajs-2121	190	13	.	.	PUNCT
iajs-2121	191	1	msc	msc	PROPN
iajs-2121	191	2	.	.	PUNCT
iajs-2121	192	1	thesis	thesis	NOUN
iajs-2121	192	2	of	of	ADP
iajs-2121	192	3	bachelor	bachelor	NOUN
iajs-2121	192	4	of	of	ADP
iajs-2121	192	5	technology	technology	NOUN
iajs-2121	192	6	in	in	ADP
iajs-2121	192	7	computer	computer	NOUN
iajs-2121	192	8	science	science	PROPN
iajs-2121	192	9	&	&	CCONJ
iajs-2121	192	10	engineering	engineering	PROPN
iajs-2121	192	11	bachelor	bachelor	NOUN
iajs-2121	192	12	.	.	PUNCT
iajs-2121	193	1	department	department	NOUN
iajs-2121	193	2	of	of	ADP
iajs-2121	193	3	computer	computer	PROPN
iajs-2121	193	4	science	science	PROPN
iajs-2121	193	5	&	&	CCONJ
iajs-2121	193	6	engineering	engineering	PROPN
iajs-2121	193	7	national	national	PROPN
iajs-2121	193	8	institute	institute	PROPN
iajs-2121	193	9	of	of	ADP
iajs-2121	193	10	technology	technology	PROPN
iajs-2121	193	11	.	.	PUNCT
iajs-2121	194	1	india	india	PROPN
iajs-2121	194	2	.	.	PUNCT
iajs-2121	194	3	2014	2014	NUM
iajs-2121	194	4	.	.	PUNCT
iajs-2121	195	1	3	3	X
iajs-2121	195	2	.	.	X
iajs-2121	195	3	saha	saha	PROPN
iajs-2121	195	4	,	,	PUNCT
iajs-2121	195	5	s.	s.	PROPN
iajs-2121	195	6	image	image	PROPN
iajs-2121	195	7	compression	compression	NOUN
iajs-2121	195	8	—	—	PUNCT
iajs-2121	195	9	from	from	ADP
iajs-2121	195	10	dct	dct	PROPN
iajs-2121	195	11	to	to	ADP
iajs-2121	195	12	wavelets	wavelet	NOUN
iajs-2121	195	13	:	:	PUNCT
iajs-2121	195	14	a	a	DET
iajs-2121	195	15	review	review	NOUN
iajs-2121	195	16	.	.	PUNCT
iajs-2121	196	1	acm	acm	PROPN
iajs-2121	196	2	crossroads	crossroad	NOUN
iajs-2121	196	3	student	student	NOUN
iajs-2121	196	4	magazine.2000	magazine.2000	PROPN
iajs-2121	196	5	,	,	PUNCT
iajs-2121	196	6	6	6	NUM
iajs-2121	196	7	,	,	PUNCT
iajs-2121	196	8	3,12	3,12	NUM
iajs-2121	196	9	-	-	SYM
iajs-2121	196	10	21	21	NUM
iajs-2121	196	11	.	.	PUNCT
iajs-2121	197	1	4	4	X
iajs-2121	197	2	.	.	X
iajs-2121	197	3	subramanya	subramanya	PROPN
iajs-2121	197	4	,	,	PUNCT
iajs-2121	197	5	a.	a.	NOUN
iajs-2121	197	6	image	image	NOUN
iajs-2121	197	7	compression	compression	NOUN
iajs-2121	197	8	technique	technique	NOUN
iajs-2121	197	9	.	.	PUNCT
iajs-2121	198	1	potentials	potential	VERB
iajs-2121	198	2	ieee	ieee	PROPN
iajs-2121	198	3	.	.	PUNCT
iajs-2121	199	1	feb	feb	PROPN
iajs-2121	199	2	-	-	PUNCT
iajs-2121	199	3	march	march	PROPN
iajs-2121	199	4	.	.	PUNCT
iajs-2121	200	1	2001	2001	NUM
iajs-2121	200	2	,	,	PUNCT
iajs-2121	200	3	20	20	NUM
iajs-2121	200	4	,	,	PUNCT
iajs-2121	200	5	1	1	NUM
iajs-2121	200	6	,	,	PUNCT
iajs-2121	200	7	19	19	NUM
iajs-2121	200	8	-	-	SYM
iajs-2121	200	9	23	23	NUM
iajs-2121	200	10	.	.	PUNCT
iajs-2121	201	1	5	5	X
iajs-2121	201	2	.	.	X
iajs-2121	201	3	shrikhande	shrikhande	ADJ
iajs-2121	201	4	,	,	PUNCT
iajs-2121	201	5	r.n	r.n	PROPN
iajs-2121	201	6	.	.	PROPN
iajs-2121	201	7	;	;	PUNCT
iajs-2121	201	8	bairagi	bairagi	PROPN
iajs-2121	201	9	,	,	PUNCT
iajs-2121	201	10	v.k	v.k	PROPN
iajs-2121	201	11	.	.	PROPN
iajs-2121	201	12	comparison	comparison	NOUN
iajs-2121	201	13	of	of	ADP
iajs-2121	201	14	different	different	ADJ
iajs-2121	201	15	methods	method	NOUN
iajs-2121	201	16	for	for	ADP
iajs-2121	201	17	lossless	lossless	PROPN
iajs-2121	201	18	medical	medical	ADJ
iajs-2121	201	19	image	image	NOUN
iajs-2121	201	20	compression	compression	NOUN
iajs-2121	201	21	,	,	PUNCT
iajs-2121	201	22	global	global	ADJ
iajs-2121	201	23	journal	journal	NOUN
iajs-2121	201	24	of	of	ADP
iajs-2121	201	25	engineering	engineering	NOUN
iajs-2121	201	26	,	,	PUNCT
iajs-2121	201	27	design	design	NOUN
iajs-2121	201	28	&	&	CCONJ
iajs-2121	201	29	technology	technology	PROPN
iajs-2121	201	30	(	(	PUNCT
iajs-2121	201	31	gjedt).2013	gjedt).2013	PROPN
iajs-2121	201	32	,	,	PUNCT
iajs-2121	201	33	2	2	NUM
iajs-2121	201	34	,	,	PUNCT
iajs-2121	201	35	3	3	NUM
iajs-2121	201	36	,	,	PUNCT
iajs-2121	201	37	36	36	NUM
iajs-2121	201	38	-	-	SYM
iajs-2121	201	39	40	40	NUM
iajs-2121	201	40	.	.	PUNCT
iajs-2121	202	1	6	6	NUM
iajs-2121	202	2	.	.	X
iajs-2121	202	3	setyaningsih	setyaningsih	PROPN
iajs-2121	202	4	,	,	PUNCT
iajs-2121	202	5	e.	e.	PROPN
iajs-2121	202	6	;	;	PUNCT
iajs-2121	202	7	harjoko	harjoko	PROPN
iajs-2121	202	8	,	,	PUNCT
iajs-2121	202	9	a.	a.	NOUN
iajs-2121	202	10	survey	survey	NOUN
iajs-2121	202	11	of	of	ADP
iajs-2121	202	12	hybrid	hybrid	ADJ
iajs-2121	202	13	image	image	NOUN
iajs-2121	202	14	compression	compression	NOUN
iajs-2121	202	15	techniques	technique	NOUN
iajs-2121	202	16	.	.	PUNCT
iajs-2121	203	1	international	international	ADJ
iajs-2121	203	2	journal	journal	NOUN
iajs-2121	203	3	of	of	ADP
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iajs-2121	203	5	and	and	CCONJ
iajs-2121	203	6	computer	computer	NOUN
iajs-2121	203	7	engineering	engineering	NOUN
iajs-2121	203	8	(	(	PUNCT
iajs-2121	203	9	ijece).2017	ijece).2017	PROPN
iajs-2121	203	10	,	,	PUNCT
iajs-2121	203	11	7	7	NUM
iajs-2121	203	12	,	,	PUNCT
iajs-2121	203	13	4	4	NUM
iajs-2121	203	14	,	,	PUNCT
iajs-2121	203	15	22062214	22062214	NUM
iajs-2121	203	16	.	.	PUNCT
iajs-2121	204	1	7	7	X
iajs-2121	204	2	.	.	X
iajs-2121	204	3	swetha	swetha	PROPN
iajs-2121	204	4	,	,	PUNCT
iajs-2121	204	5	k.p	k.p	PROPN
iajs-2121	204	6	.	.	PROPN
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iajs-2121	204	8	image	image	VERB
iajs-2121	204	9	compression	compression	NOUN
iajs-2121	204	10	by	by	ADP
iajs-2121	204	11	using	use	VERB
iajs-2121	204	12	new	new	ADJ
iajs-2121	204	13	wavelet	wavelet	NOUN
iajs-2121	204	14	bi	bi	ADJ
iajs-2121	204	15	-	-	ADJ
iajs-2121	204	16	orthogonal	orthogonal	ADJ
iajs-2121	204	17	filter	filter	NOUN
iajs-2121	204	18	coefficient	coefficient	NOUN
iajs-2121	204	19	.	.	PUNCT
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iajs-2121	205	2	journal	journal	PROPN
iajs-2121	205	3	of	of	ADP
iajs-2121	205	4	applied	apply	VERB
iajs-2121	205	5	research	research	NOUN
iajs-2121	205	6	(	(	PUNCT
iajs-2121	205	7	ijar	ijar	NOUN
iajs-2121	205	8	)	)	PUNCT
iajs-2121	205	9	,	,	PUNCT
iajs-2121	205	10	2013	2013	NUM
iajs-2121	205	11	,	,	PUNCT
iajs-2121	205	12	3	3	NUM
iajs-2121	205	13	,	,	PUNCT
iajs-2121	205	14	7	7	NUM
iajs-2121	205	15	,	,	PUNCT
iajs-2121	205	16	304	304	NUM
iajs-2121	205	17	-	-	SYM
iajs-2121	205	18	306	306	NUM
iajs-2121	205	19	.	.	PUNCT
iajs-2121	206	1	8	8	NUM
iajs-2121	206	2	.	.	X
iajs-2121	206	3	puniene	puniene	NOUN
iajs-2121	206	4	,	,	PUNCT
iajs-2121	206	5	j.	j.	PROPN
iajs-2121	206	6	;	;	PUNCT
iajs-2121	206	7	punys	puny	NOUN
iajs-2121	206	8	,	,	PUNCT
iajs-2121	206	9	v.	v.	ADV
iajs-2121	206	10	;	;	PUNCT
iajs-2121	206	11	punys	puny	NOUN
iajs-2121	206	12	,	,	PUNCT
iajs-2121	206	13	j.	j.	PROPN
iajs-2121	206	14	ultrasound	ultrasound	PROPN
iajs-2121	206	15	and	and	CCONJ
iajs-2121	206	16	angio	angio	VERB
iajs-2121	206	17	image	image	NOUN
iajs-2121	206	18	compression	compression	NOUN
iajs-2121	206	19	by	by	ADP
iajs-2121	206	20	cosine	cosine	NOUN
iajs-2121	206	21	and	and	CCONJ
iajs-2121	206	22	wavelet	wavelet	NOUN
iajs-2121	206	23	transforms	transform	VERB
iajs-2121	206	24	.	.	PUNCT
iajs-2121	207	1	international	international	ADJ
iajs-2121	207	2	journal	journal	PROPN
iajs-2121	207	3	of	of	ADP
iajs-2121	207	4	medical	medical	ADJ
iajs-2121	207	5	informatics.2011	informatics.2011	PROPN
iajs-2121	207	6	,	,	PUNCT
iajs-2121	207	7	64	64	NUM
iajs-2121	207	8	,	,	PUNCT
iajs-2121	207	9	2–3	2–3	NUM
iajs-2121	207	10	,	,	PUNCT
iajs-2121	207	11	473–481	473–481	NUM
iajs-2121	207	12	.	.	PUNCT
iajs-2121	208	1	9	9	X
iajs-2121	208	2	.	.	X
iajs-2121	208	3	junkim	junkim	PROPN
iajs-2121	208	4	,	,	PUNCT
iajs-2121	208	5	h.	h.	PROPN
iajs-2121	208	6	;	;	PUNCT
iajs-2121	208	7	li	li	PROPN
iajs-2121	208	8	,	,	PUNCT
iajs-2121	208	9	c.c	c.c	PROPN
iajs-2121	208	10	.	.	PROPN
iajs-2121	208	11	unified	unify	VERB
iajs-2121	208	12	image	image	NOUN
iajs-2121	208	13	compression	compression	NOUN
iajs-2121	208	14	using	use	VERB
iajs-2121	208	15	reversible	reversible	ADJ
iajs-2121	208	16	and	and	CCONJ
iajs-2121	208	17	fast	fast	ADJ
iajs-2121	208	18	biorthogonal	biorthogonal	ADJ
iajs-2121	208	19	wavelet	wavelet	NOUN
iajs-2121	208	20	transform	transform	NOUN
iajs-2121	208	21	.	.	PUNCT
iajs-2121	209	1	proceedings	proceeding	NOUN
iajs-2121	209	2	iwisp	iwisp	ADP
iajs-2121	209	3	'	'	NUM
iajs-2121	209	4	96	96	NUM
iajs-2121	209	5	.	.	PUNCT
iajs-2121	210	1	elsevier	elsevier	PROPN
iajs-2121	210	2	sciencedirect	sciencedirect	PROPN
iajs-2121	210	3	.	.	PUNCT
iajs-2121	211	1	manchester	manchester	PROPN
iajs-2121	211	2	.	.	PROPN
iajs-2121	212	1	united	united	PROPN
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iajs-2121	212	3	,	,	PUNCT
iajs-2121	212	4	263	263	NUM
iajs-2121	212	5	-	-	SYM
iajs-2121	212	6	266	266	NUM
iajs-2121	212	7	.	.	PUNCT
iajs-2121	212	8	10	10	NUM
iajs-2121	212	9	.	.	PUNCT
iajs-2121	213	1	angelidis	angelidi	NOUN
iajs-2121	213	2	,	,	PUNCT
iajs-2121	213	3	p.	p.	NOUN
iajs-2121	213	4	a	a	DET
iajs-2121	213	5	mr	mr	PROPN
iajs-2121	213	6	image	image	NOUN
iajs-2121	213	7	compression	compression	NOUN
iajs-2121	213	8	using	use	VERB
iajs-2121	213	9	a	a	DET
iajs-2121	213	10	wavelet	wavelet	NOUN
iajs-2121	213	11	transform	transform	NOUN
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iajs-2121	213	13	algorithm	algorithm	NOUN
iajs-2121	213	14	.	.	PUNCT
iajs-2121	214	1	magnetic	magnetic	ADJ
iajs-2121	214	2	resonance	resonance	NOUN
iajs-2121	214	3	imaging	imaging	NOUN
iajs-2121	214	4	.	.	PUNCT
iajs-2121	215	1	2014	2014	NUM
iajs-2121	215	2	,	,	PUNCT
iajs-2121	215	3	12	12	NUM
iajs-2121	215	4	,	,	PUNCT
iajs-2121	215	5	7	7	NUM
iajs-2121	215	6	,	,	PUNCT
iajs-2121	215	7	1111–1120	1111–1120	NUM
iajs-2121	215	8	.	.	PUNCT
iajs-2121	216	1	11	11	NUM
iajs-2121	216	2	.	.	PUNCT
iajs-2121	216	3	rehna	rehna	NOUN
iajs-2121	216	4	,	,	PUNCT
iajs-2121	216	5	v.j	v.j	PROPN
iajs-2121	216	6	.	.	PROPN
iajs-2121	216	7	;	;	PUNCT
iajs-2121	217	1	kumar	kumar	PROPN
iajs-2121	217	2	,	,	PUNCT
iajs-2121	217	3	j.m.k	j.m.k	PROPN
iajs-2121	217	4	.	.	PUNCT
iajs-2121	218	1	wavelet	wavelet	NOUN
iajs-2121	218	2	based	base	VERB
iajs-2121	218	3	image	image	NOUN
iajs-2121	218	4	coding	code	VERB
iajs-2121	218	5	schemes	scheme	NOUN
iajs-2121	218	6	:	:	PUNCT
iajs-2121	218	7	a	a	DET
iajs-2121	218	8	recent	recent	ADJ
iajs-2121	218	9	survey	survey	NOUN
iajs-2121	218	10	.	.	PUNCT
iajs-2121	219	1	international	international	ADJ
iajs-2121	219	2	journal	journal	PROPN
iajs-2121	219	3	on	on	ADP
iajs-2121	219	4	soft	soft	ADJ
iajs-2121	219	5	computing	computing	NOUN
iajs-2121	219	6	(	(	PUNCT
iajs-2121	219	7	ijsc).2012	ijsc).2012	PROPN
iajs-2121	219	8	,	,	PUNCT
iajs-2121	219	9	3	3	NUM
iajs-2121	219	10	,	,	PUNCT
iajs-2121	219	11	3	3	NUM
iajs-2121	219	12	,	,	PUNCT
iajs-2121	219	13	101	101	NUM
iajs-2121	219	14	-	-	SYM
iajs-2121	219	15	118	118	NUM
iajs-2121	219	16	.	.	PUNCT
iajs-2121	219	17	12	12	NUM
iajs-2121	219	18	.	.	PUNCT
iajs-2121	220	1	srikanth	srikanth	PROPN
iajs-2121	220	2	,	,	PUNCT
iajs-2121	220	3	s.	s.	PROPN
iajs-2121	220	4	compression	compression	PROPN
iajs-2121	220	5	efficiency	efficiency	NOUN
iajs-2121	220	6	for	for	ADP
iajs-2121	220	7	combining	combine	VERB
iajs-2121	220	8	different	different	ADJ
iajs-2121	220	9	embedded	embed	VERB
iajs-2121	220	10	image	image	NOUN
iajs-2121	220	11	compression	compression	NOUN
iajs-2121	220	12	techniques	technique	NOUN
iajs-2121	220	13	with	with	ADP
iajs-2121	220	14	huffman	huffman	PROPN
iajs-2121	220	15	encoding	encoding	PROPN
iajs-2121	220	16	.	.	PUNCT
iajs-2121	221	1	msc	msc	PROPN
iajs-2121	221	2	.	.	PUNCT
iajs-2121	222	1	thesis	thesis	NOUN
iajs-2121	222	2	of	of	ADP
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iajs-2121	222	4	in	in	ADP
iajs-2121	222	5	electronics	electronic	NOUN
iajs-2121	222	6	and	and	CCONJ
iajs-2121	222	7	communication	communication	NOUN
iajs-2121	222	8	engineering	engineering	PROPN
iajs-2121	222	9	national	national	PROPN
iajs-2121	222	10	institute	institute	PROPN
iajs-2121	222	11	of	of	ADP
iajs-2121	222	12	technology	technology	PROPN
iajs-2121	222	13	rourkela	rourkela	PROPN
iajs-2121	222	14	.	.	PUNCT
iajs-2121	223	1	odisha	odisha	PROPN
iajs-2121	223	2	-	-	PUNCT
iajs-2121	223	3	india.2013	india.2013	PROPN
iajs-2121	223	4	13	13	NUM
iajs-2121	223	5	.	.	PUNCT
iajs-2121	224	1	tawfiq	tawfiq	PROPN
iajs-2121	224	2	,	,	PUNCT
iajs-2121	224	3	l.n.m	l.n.m	NOUN
iajs-2121	224	4	.	.	PUNCT
iajs-2121	224	5	;	;	PUNCT
iajs-2121	225	1	jabber	jabber	PROPN
iajs-2121	225	2	,	,	PUNCT
iajs-2121	225	3	a.k	a.k	PROPN
iajs-2121	225	4	.	.	PROPN
iajs-2121	225	5	new	new	ADJ
iajs-2121	225	6	transform	transform	VERB
iajs-2121	225	7	fundamental	fundamental	ADJ
iajs-2121	225	8	properties	property	NOUN
iajs-2121	225	9	and	and	CCONJ
iajs-2121	225	10	its	its	PRON
iajs-2121	225	11	applications	application	NOUN
iajs-2121	225	12	.	.	PUNCT
iajs-2121	226	1	ibn	ibn	PROPN
iajs-2121	226	2	al	al	PROPN
iajs-2121	226	3	-	-	PUNCT
iajs-2121	226	4	haitham	haitham	PROPN
iajs-2121	226	5	journal	journal	PROPN
iajs-2121	226	6	for	for	ADP
iajs-2121	226	7	pure	pure	ADJ
iajs-2121	226	8	and	and	CCONJ
iajs-2121	226	9	applied	applied	ADJ
iajs-2121	226	10	science	science	NOUN
iajs-2121	226	11	.	.	PUNCT
iajs-2121	227	1	2018	2018	NUM
iajs-2121	227	2	,	,	PUNCT
iajs-2121	227	3	31	31	NUM
iajs-2121	227	4	,	,	PUNCT
iajs-2121	227	5	1,151163	1,151163	NUM
iajs-2121	227	6	,	,	PUNCT
iajs-2121	227	7	doi	doi	NOUN
iajs-2121	227	8	:	:	PUNCT
iajs-2121	227	9	http://dx.doi.org/10.30526/31.2.1954	http://dx.doi.org/10.30526/31.2.1954	VERB
iajs-2121	227	10	https://www.elsevier.com/solutions/sciencedirect	https://www.elsevier.com/solutions/sciencedirect	PROPN
iajs-2121	227	11	http://dx.doi.org/10.30526/31.2.1954	http://dx.doi.org/10.30526/31.2.1954	VERB
iajs-2121	227	12	155	155	NUM
iajs-2121	227	13	ibn	ibn	PROPN
iajs-2121	227	14	al	al	PROPN
iajs-2121	227	15	-	-	PUNCT
iajs-2121	227	16	haitham	haitham	PROPN
iajs-2121	227	17	jour	jour	X
iajs-2121	227	18	.	.	PROPN
iajs-2121	228	1	for	for	ADP
iajs-2121	228	2	pure	pure	ADJ
iajs-2121	228	3	&	&	CCONJ
iajs-2121	228	4	appl	appl	PROPN
iajs-2121	228	5	.	.	PUNCT
iajs-2121	229	1	sci	sci	PROPN
iajs-2121	229	2	.	.	PROPN
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iajs-2121	229	4	(	(	PUNCT
iajs-2121	229	5	2	2	NUM
iajs-2121	229	6	)	)	PUNCT
iajs-2121	229	7	2019	2019	NUM
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iajs-2121	229	9	.	.	PUNCT
iajs-2121	230	1	yap	yap	PROPN
iajs-2121	230	2	,	,	PUNCT
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iajs-2121	230	5	;	;	PUNCT
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iajs-2121	230	12	-	-	PUNCT
iajs-2121	230	13	based	base	VERB
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iajs-2121	230	16	.	.	PUNCT
iajs-2121	231	1	proceedings	proceeding	NOUN
iajs-2121	231	2	of	of	ADP
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iajs-2121	231	6	conference	conference	NOUN
iajs-2121	231	7	on	on	ADP
iajs-2121	231	8	information	information	NOUN
iajs-2121	231	9	technology	technology	NOUN
iajs-2121	231	10	and	and	CCONJ
iajs-2121	231	11	applications	application	NOUN
iajs-2121	231	12	(	(	PUNCT
iajs-2121	231	13	icita’05	icita’05	PROPN
iajs-2121	231	14	)	)	PUNCT
iajs-2121	231	15	.	.	PUNCT
iajs-2121	232	1	ieee	ieee	PROPN
iajs-2121	232	2	.	.	PUNCT
iajs-2121	232	3	2005	2005	NUM
iajs-2121	232	4	.	.	PUNCT
iajs-2121	233	1	15	15	NUM
iajs-2121	233	2	.	.	X
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iajs-2121	233	4	,	,	PUNCT
iajs-2121	233	5	r.	r.	PROPN
iajs-2121	233	6	;	;	PUNCT
iajs-2121	233	7	bhanuprakash	bhanuprakash	NOUN
iajs-2121	233	8	,	,	PUNCT
iajs-2121	233	9	c.	c.	NOUN
iajs-2121	233	10	image	image	NOUN
iajs-2121	233	11	compression	compression	NOUN
iajs-2121	233	12	technique	technique	NOUN
iajs-2121	233	13	for	for	ADP
iajs-2121	233	14	color	color	NOUN
iajs-2121	233	15	images	image	NOUN
iajs-2121	233	16	using	use	VERB
iajs-2121	233	17	wavelets	wavelet	NOUN
iajs-2121	233	18	.	.	PUNCT
iajs-2121	234	1	international	international	ADJ
iajs-2121	234	2	journal	journal	NOUN
iajs-2121	234	3	of	of	ADP
iajs-2121	234	4	advanced	advanced	ADJ
iajs-2121	234	5	research	research	NOUN
iajs-2121	234	6	in	in	ADP
iajs-2121	234	7	computer	computer	NOUN
iajs-2121	234	8	science	science	NOUN
iajs-2121	234	9	and	and	CCONJ
iajs-2121	234	10	software	software	NOUN
iajs-2121	234	11	engineering.2013	engineering.2013	PROPN
iajs-2121	234	12	,	,	PUNCT
iajs-2121	234	13	3	3	NUM
iajs-2121	234	14	,	,	PUNCT
iajs-2121	234	15	322–327	322–327	NUM
iajs-2121	234	16	.	.	PROPN
iajs-2121	235	1	16	16	NUM
iajs-2121	235	2	.	.	PUNCT
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iajs-2121	236	2	,	,	PUNCT
iajs-2121	236	3	c.	c.	PROPN
iajs-2121	236	4	;	;	PUNCT
iajs-2121	236	5	sastry	sastry	PROPN
iajs-2121	236	6	,	,	PUNCT
iajs-2121	236	7	v.u	v.u	PROPN
iajs-2121	236	8	.	.	PUNCT
iajs-2121	237	1	an	an	DET
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iajs-2121	237	3	image	image	NOUN
iajs-2121	237	4	encryption	encryption	NOUN
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iajs-2121	237	10	.	.	PUNCT
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iajs-2121	238	7	applications	application	NOUN
iajs-2121	238	8	(	(	PUNCT
iajs-2121	238	9	ijacsa).2012	ijacsa).2012	PROPN
iajs-2121	238	10	,	,	PUNCT
iajs-2121	238	11	3	3	NUM
iajs-2121	238	12	,	,	PUNCT
iajs-2121	238	13	9	9	NUM
iajs-2121	238	14	,	,	PUNCT
iajs-2121	238	15	36–41	36–41	NUM
iajs-2121	238	16	.	.	PUNCT
iajs-2121	239	1	17	17	NUM
iajs-2121	239	2	.	.	PUNCT
iajs-2121	240	1	al	al	PROPN
iajs-2121	240	2	-	-	PUNCT
iajs-2121	240	3	khafaji	khafaji	PROPN
iajs-2121	240	4	,	,	PUNCT
iajs-2121	240	5	gh	gh	PROPN
iajs-2121	240	6	.	.	PROPN
iajs-2121	240	7	;	;	PUNCT
iajs-2121	241	1	al	al	PROPN
iajs-2121	241	2	-	-	PUNCT
iajs-2121	241	3	iesawi	iesawi	PROPN
iajs-2121	241	4	,	,	PUNCT
iajs-2121	241	5	s.	s.	PROPN
iajs-2121	241	6	;	;	PUNCT
iajs-2121	241	7	abd	abd	PROPN
iajs-2121	241	8	rajab	rajab	PROPN
iajs-2121	241	9	,	,	PUNCT
iajs-2121	241	10	m.	m.	NOUN
iajs-2121	241	11	a	a	DET
iajs-2121	241	12	hybrid	hybrid	ADJ
iajs-2121	241	13	lossy	lossy	ADJ
iajs-2121	241	14	image	image	NOUN
iajs-2121	241	15	compression	compression	NOUN
iajs-2121	241	16	based	base	VERB
iajs-2121	241	17	on	on	ADP
iajs-2121	241	18	wavelet	wavelet	NOUN
iajs-2121	241	19	transform	transform	NOUN
iajs-2121	241	20	.	.	PUNCT
iajs-2121	242	1	polynomial	polynomial	ADJ
iajs-2121	242	2	approximation	approximation	NOUN
iajs-2121	242	3	model	model	NOUN
iajs-2121	242	4	.	.	PUNCT
iajs-2121	243	1	bit	bit	NOUN
iajs-2121	243	2	plane	plane	NOUN
iajs-2121	243	3	slicing	slicing	NOUN
iajs-2121	243	4	and	and	CCONJ
iajs-2121	243	5	absolute	absolute	ADJ
iajs-2121	243	6	moment	moment	NOUN
iajs-2121	243	7	block	block	NOUN
iajs-2121	243	8	truncation	truncation	NOUN
iajs-2121	243	9	.	.	PUNCT
iajs-2121	244	1	baghdad	baghdad	PROPN
iajs-2121	244	2	university	university	PROPN
iajs-2121	244	3	.	.	PUNCT
iajs-2121	245	1	dept	dept	PROPN
iajs-2121	245	2	.	.	PROPN
iajs-2121	245	3	of	of	ADP
iajs-2121	245	4	computer	computer	NOUN
iajs-2121	245	5	science	science	NOUN
iajs-2121	245	6	.	.	PUNCT
iajs-2121	246	1	international	international	ADJ
iajs-2121	246	2	journal	journal	PROPN
iajs-2121	246	3	of	of	ADP
iajs-2121	246	4	computer	computer	NOUN
iajs-2121	246	5	science	science	NOUN
iajs-2121	246	6	and	and	CCONJ
iajs-2121	246	7	mobile	mobile	PROPN
iajs-2121	246	8	comp.2015	comp.2015	PROPN
iajs-2121	246	9	,	,	PUNCT
iajs-2121	246	10	4	4	NUM
iajs-2121	246	11	,	,	PUNCT
iajs-2121	246	12	6	6	NUM
iajs-2121	246	13	,	,	PUNCT
iajs-2121	246	14	954	954	NUM
iajs-2121	246	15	–	–	PUNCT
iajs-2121	246	16	961	961	NUM
iajs-2121	246	17	.	.	NOUN
iajs-2121	246	18	18	18	NUM
iajs-2121	246	19	.	.	X
iajs-2121	246	20	neelamani	neelamani	PROPN
iajs-2121	246	21	,	,	PUNCT
iajs-2121	246	22	r.	r.	PROPN
iajs-2121	246	23	;	;	PUNCT
iajs-2121	246	24	de	de	X
iajs-2121	246	25	queiroz	queiroz	PROPN
iajs-2121	246	26	,	,	PUNCT
iajs-2121	246	27	r.	r.	PROPN
iajs-2121	246	28	;	;	PUNCT
iajs-2121	246	29	fan	fan	PROPN
iajs-2121	246	30	,	,	PUNCT
iajs-2121	246	31	z.	z.	PROPN
iajs-2121	246	32	;	;	PUNCT
iajs-2121	246	33	dash	dash	NOUN
iajs-2121	246	34	,	,	PUNCT
iajs-2121	246	35	s.	s.	PROPN
iajs-2121	246	36	;	;	PUNCT
iajs-2121	246	37	baraniuk	baraniuk	PROPN
iajs-2121	246	38	,	,	PUNCT
iajs-2121	246	39	r.g	r.g	PROPN
iajs-2121	246	40	.	.	PROPN
iajs-2121	246	41	jpeg	jpeg	PROPN
iajs-2121	246	42	compression	compression	PROPN
iajs-2121	246	43	history	history	NOUN
iajs-2121	246	44	estimation	estimation	NOUN
iajs-2121	246	45	for	for	ADP
iajs-2121	246	46	color	color	NOUN
iajs-2121	246	47	images	image	NOUN
iajs-2121	246	48	.	.	PUNCT
iajs-2121	247	1	ieee	ieee	NOUN
iajs-2121	247	2	transactions	transaction	NOUN
iajs-2121	247	3	on	on	ADP
iajs-2121	247	4	image	image	NOUN
iajs-2121	247	5	processing.2006	processing.2006	ADP
iajs-2121	247	6	,	,	PUNCT
iajs-2121	247	7	15	15	NUM
iajs-2121	247	8	,	,	PUNCT
iajs-2121	247	9	6	6	NUM
iajs-2121	247	10	,	,	PUNCT
iajs-2121	247	11	1365	1365	NUM
iajs-2121	247	12	–	–	PUNCT
iajs-2121	247	13	1378	1378	NUM
iajs-2121	247	14	.	.	PUNCT
iajs-2121	248	1	19	19	NUM
iajs-2121	248	2	.	.	X
iajs-2121	248	3	parmar	parmar	PROPN
iajs-2121	248	4	,	,	PUNCT
iajs-2121	248	5	c.k	c.k	PROPN
iajs-2121	248	6	.	.	PROPN
iajs-2121	248	7	;	;	PUNCT
iajs-2121	249	1	pancholi	pancholi	INTJ
iajs-2121	249	2	,	,	PUNCT
iajs-2121	249	3	k.	k.	PROPN
iajs-2121	250	1	a	a	DET
iajs-2121	250	2	review	review	NOUN
iajs-2121	250	3	on	on	ADP
iajs-2121	250	4	image	image	NOUN
iajs-2121	250	5	compression	compression	NOUN
iajs-2121	250	6	techniques	technique	NOUN
iajs-2121	250	7	.	.	PUNCT
iajs-2121	251	1	journal	journal	NOUN
iajs-2121	251	2	of	of	ADP
iajs-2121	251	3	information	information	NOUN
iajs-2121	251	4	.	.	PUNCT
iajs-2121	252	1	knowledge	knowledge	NOUN
iajs-2121	252	2	and	and	CCONJ
iajs-2121	252	3	research	research	NOUN
iajs-2121	252	4	in	in	ADP
iajs-2121	252	5	electrical	electrical	ADJ
iajs-2121	252	6	engineering.2015	engineering.2015	PROPN
iajs-2121	252	7	,	,	PUNCT
iajs-2121	252	8	2	2	NUM
iajs-2121	252	9	,	,	PUNCT
iajs-2121	252	10	2	2	NUM
iajs-2121	252	11	,	,	PUNCT
iajs-2121	252	12	281	281	NUM
iajs-2121	252	13	-	-	SYM
iajs-2121	252	14	284	284	NUM
iajs-2121	252	15	.	.	PUNCT
iajs-2121	252	16	20	20	NUM
iajs-2121	252	17	.	.	X
iajs-2121	253	1	singh	singh	PROPN
iajs-2121	253	2	,	,	PUNCT
iajs-2121	253	3	p.	p.	NOUN
iajs-2121	253	4	;	;	PUNCT
iajs-2121	253	5	panda	panda	NOUN
iajs-2121	253	6	,	,	PUNCT
iajs-2121	253	7	s.a	s.a	PROPN
iajs-2121	253	8	.	.	PROPN
iajs-2121	253	9	survey	survey	NOUN
iajs-2121	253	10	of	of	ADP
iajs-2121	253	11	image	image	NOUN
iajs-2121	253	12	compression	compression	NOUN
iajs-2121	253	13	techniques	technique	NOUN
iajs-2121	253	14	.	.	PUNCT
iajs-2121	254	1	international	international	ADJ
iajs-2121	254	2	journal	journal	NOUN
iajs-2121	254	3	of	of	ADP
iajs-2121	254	4	engineering	engineering	NOUN
iajs-2121	254	5	and	and	CCONJ
iajs-2121	254	6	innovative	innovative	ADJ
iajs-2121	254	7	technology	technology	NOUN
iajs-2121	254	8	(	(	PUNCT
iajs-2121	254	9	ijeit).2014	ijeit).2014	PROPN
iajs-2121	254	10	,	,	PUNCT
iajs-2121	254	11	4	4	NUM
iajs-2121	254	12	,	,	PUNCT
iajs-2121	254	13	2	2	NUM
iajs-2121	254	14	,	,	PUNCT
iajs-2121	254	15	83	83	NUM
iajs-2121	254	16	-	-	SYM
iajs-2121	254	17	86	86	NUM
iajs-2121	254	18	.	.	PUNCT
iajs-2121	255	1	21	21	NUM
iajs-2121	255	2	.	.	X
iajs-2121	256	1	kumar	kumar	PROPN
iajs-2121	256	2	,	,	PUNCT
iajs-2121	256	3	v.v.s	v.v.s	PROPN
iajs-2121	256	4	.	.	PUNCT
iajs-2121	256	5	;	;	PUNCT
iajs-2121	256	6	reddy	reddy	PROPN
iajs-2121	256	7	,	,	PUNCT
iajs-2121	256	8	m.i.s	m.i.s	ADJ
iajs-2121	256	9	.	.	PUNCT
iajs-2121	257	1	image	image	NOUN
iajs-2121	257	2	compression	compression	NOUN
iajs-2121	257	3	techniques	technique	NOUN
iajs-2121	257	4	by	by	ADP
iajs-2121	257	5	using	use	VERB
iajs-2121	257	6	wavelet	wavelet	NOUN
iajs-2121	257	7	transform	transform	NOUN
iajs-2121	257	8	.	.	PUNCT
iajs-2121	258	1	journal	journal	PROPN
iajs-2121	258	2	of	of	ADP
iajs-2121	258	3	information	information	NOUN
iajs-2121	258	4	engineering	engineering	NOUN
iajs-2121	258	5	and	and	CCONJ
iajs-2121	258	6	applications.2012	applications.2012	PROPN
iajs-2121	258	7	,	,	PUNCT
iajs-2121	258	8	2	2	NUM
iajs-2121	258	9	,	,	PUNCT
iajs-2121	258	10	5	5	NUM
iajs-2121	258	11	,	,	PUNCT
iajs-2121	258	12	35	35	NUM
iajs-2121	258	13	-	-	SYM
iajs-2121	258	14	39	39	NUM
iajs-2121	258	15	.	.	PUNCT
iajs-2121	259	1	22	22	NUM
iajs-2121	259	2	.	.	PUNCT
iajs-2121	259	3	raid	raid	NOUN
iajs-2121	259	4	,	,	PUNCT
iajs-2121	259	5	a.m.	a.m.	PROPN
iajs-2121	260	1	image	image	NOUN
iajs-2121	260	2	compression	compression	NOUN
iajs-2121	260	3	using	use	VERB
iajs-2121	260	4	embedded	embed	VERB
iajs-2121	260	5	zerotree	zerotree	PROPN
iajs-2121	260	6	wavelet	wavelet	PROPN
iajs-2121	260	7	.	.	PUNCT
iajs-2121	261	1	signal	signal	PROPN
iajs-2121	261	2	&	&	CCONJ
iajs-2121	261	3	image	image	NOUN
iajs-2121	261	4	processing	processing	NOUN
iajs-2121	261	5	:	:	PUNCT
iajs-2121	261	6	an	an	DET
iajs-2121	261	7	international	international	ADJ
iajs-2121	261	8	journal	journal	NOUN
iajs-2121	261	9	(	(	PUNCT
iajs-2121	261	10	sipij).2014	sipij).2014	PROPN
iajs-2121	261	11	,	,	PUNCT
iajs-2121	261	12	5	5	NUM
iajs-2121	261	13	,	,	PUNCT
iajs-2121	261	14	6	6	NUM
iajs-2121	261	15	,	,	PUNCT
iajs-2121	261	16	33	33	NUM
iajs-2121	261	17	-	-	SYM
iajs-2121	261	18	39	39	NUM
iajs-2121	261	19	.	.	PUNCT
iajs-2121	262	1	23	23	NUM
iajs-2121	262	2	.	.	PUNCT
iajs-2121	263	1	tawfiq	tawfiq	PROPN
iajs-2121	263	2	,	,	PUNCT
iajs-2121	263	3	l.	l.	PROPN
iajs-2121	263	4	n.m	n.m	PROPN
iajs-2121	263	5	.	.	PROPN
iajs-2121	263	6	;	;	PUNCT
iajs-2121	263	7	hussein	hussein	PROPN
iajs-2121	263	8	,	,	PUNCT
iajs-2121	263	9	w.	w.	PROPN
iajs-2121	263	10	r.	r.	PROPN
iajs-2121	263	11	design	design	PROPN
iajs-2121	263	12	suitable	suitable	ADJ
iajs-2121	263	13	neural	neural	ADJ
iajs-2121	263	14	network	network	NOUN
iajs-2121	263	15	for	for	ADP
iajs-2121	263	16	processing	processing	NOUN
iajs-2121	263	17	face	face	NOUN
iajs-2121	263	18	recognition	recognition	NOUN
iajs-2121	263	19	.	.	PUNCT
iajs-2121	264	1	global	global	ADJ
iajs-2121	264	2	journal	journal	PROPN
iajs-2121	264	3	of	of	ADP
iajs-2121	264	4	engineering	engineering	NOUN
iajs-2121	264	5	science	science	NOUN
iajs-2121	264	6	and	and	CCONJ
iajs-2121	264	7	researches.2016	researches.2016	PROPN
iajs-2121	264	8	,	,	PUNCT
iajs-2121	264	9	3	3	NUM
iajs-2121	264	10	,	,	PUNCT
iajs-2121	264	11	3	3	NUM
iajs-2121	264	12	,	,	PUNCT
iajs-2121	264	13	58	58	NUM
iajs-2121	264	14	-	-	SYM
iajs-2121	264	15	64	64	NUM
iajs-2121	264	16	.	.	PUNCT
iajs-2121	265	1	24	24	NUM
iajs-2121	265	2	.	.	X
iajs-2121	265	3	rajakumar	rajakumar	PROPN
iajs-2121	265	4	,	,	PUNCT
iajs-2121	265	5	k.	k.	NOUN
iajs-2121	265	6	implementation	implementation	NOUN
iajs-2121	265	7	of	of	ADP
iajs-2121	265	8	multiwavelet	multiwavelet	ADJ
iajs-2121	265	9	transform	transform	NOUN
iajs-2121	265	10	coding	code	VERB
iajs-2121	265	11	for	for	ADP
iajs-2121	265	12	image	image	NOUN
iajs-2121	265	13	compression	compression	NOUN
iajs-2121	265	14	.	.	PUNCT
iajs-2121	266	1	ph.d	ph.d	PROPN
iajs-2121	266	2	.	.	PUNCT
iajs-2121	267	1	thesis	thesis	NOUN
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iajs-2121	267	3	for	for	ADP
iajs-2121	267	4	anand	anand	NOUN
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iajs-2121	267	6	.	.	PUNCT
iajs-2121	268	1	krishnankoil	krishnankoil	PROPN
iajs-2121	268	2	–	–	PUNCT
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iajs-2121	268	4	.	.	NOUN
iajs-2121	268	5	2015	2015	NUM
iajs-2121	268	6	.	.	PUNCT
iajs-2121	269	1	25	25	NUM
iajs-2121	269	2	.	.	PUNCT
iajs-2121	269	3	bannore	bannore	ADJ
iajs-2121	269	4	,	,	PUNCT
iajs-2121	269	5	v.	v.	ADP
iajs-2121	269	6	iterative	iterative	NOUN
iajs-2121	269	7	-	-	PUNCT
iajs-2121	269	8	interpolation	interpolation	NOUN
iajs-2121	269	9	super	super	ADJ
iajs-2121	269	10	-	-	ADJ
iajs-2121	269	11	resolution	resolution	ADJ
iajs-2121	269	12	image	image	NOUN
iajs-2121	269	13	reconstruction	reconstruction	NOUN
iajs-2121	269	14	.	.	PUNCT
iajs-2121	270	1	ebook	ebook	NOUN
iajs-2121	270	2	isbn	isbn	ADJ
iajs-2121	270	3	978	978	NUM
iajs-2121	270	4	-	-	SYM
iajs-2121	270	5	3	3	NUM
iajs-2121	270	6	-	-	PUNCT
iajs-2121	270	7	642	642	NUM
iajs-2121	270	8	-	-	PUNCT
iajs-2121	270	9	00385	00385	NUM
iajs-2121	270	10	-	-	PUNCT
iajs-2121	270	11	1	1	NUM
iajs-2121	270	12	.	.	PUNCT
iajs-2121	270	13	springer	springer	NOUN
iajs-2121	270	14	-	-	PUNCT
iajs-2121	270	15	verlag	verlag	PROPN
iajs-2121	270	16	berlin	berlin	PROPN
iajs-2121	270	17	heidelberg	heidelberg	PROPN
iajs-2121	270	18	.	.	PUNCT
iajs-2121	271	1	south	south	PROPN
iajs-2121	271	2	australia	australia	PROPN
iajs-2121	271	3	.	.	PUNCT
iajs-2121	272	1	2009	2009	NUM
iajs-2121	272	2	.	.	PUNCT
iajs-2121	273	1	26	26	NUM
iajs-2121	273	2	.	.	PUNCT
iajs-2121	274	1	umbaugh	umbaugh	ADJ
iajs-2121	274	2	,	,	PUNCT
iajs-2121	274	3	s.e	s.e	PROPN
iajs-2121	274	4	.	.	PROPN
iajs-2121	274	5	computer	computer	NOUN
iajs-2121	274	6	vision	vision	NOUN
iajs-2121	274	7	and	and	CCONJ
iajs-2121	274	8	image	image	NOUN
iajs-2121	274	9	processing	processing	NOUN
iajs-2121	274	10	:	:	PUNCT
iajs-2121	274	11	a	a	DET
iajs-2121	274	12	practical	practical	ADJ
iajs-2121	274	13	approach	approach	NOUN
iajs-2121	274	14	using	use	VERB
iajs-2121	274	15	cvip	cvip	PROPN
iajs-2121	274	16	tools	tool	NOUN
iajs-2121	274	17	.	.	PUNCT
iajs-2121	275	1	book	book	NOUN
iajs-2121	275	2	.	.	PUNCT
iajs-2121	276	1	prentice	prentice	PROPN
iajs-2121	276	2	hall	hall	PROPN
iajs-2121	276	3	,	,	PUNCT
iajs-2121	276	4	inc.1998	inc.1998	X
iajs-2121	276	5	.	.	PUNCT
iajs-2121	277	1	27	27	NUM
iajs-2121	277	2	.	.	X
iajs-2121	278	1	ibraheem	ibraheem	PROPN
iajs-2121	278	2	,	,	PUNCT
iajs-2121	278	3	n.a	n.a	PROPN
iajs-2121	278	4	.	.	PROPN
iajs-2121	278	5	;	;	PUNCT
iajs-2121	279	1	hasan	hasan	PROPN
iajs-2121	279	2	,	,	PUNCT
iajs-2121	279	3	m.m	m.m	PROPN
iajs-2121	279	4	.	.	PROPN
iajs-2121	279	5	;	;	PUNCT
iajs-2121	279	6	khan	khan	PROPN
iajs-2121	279	7	,	,	PUNCT
iajs-2121	279	8	r.z	r.z	PROPN
iajs-2121	279	9	.	.	PROPN
iajs-2121	279	10	;	;	PUNCT
iajs-2121	279	11	mishra	mishra	PROPN
iajs-2121	279	12	,	,	PUNCT
iajs-2121	279	13	p.k	p.k	PROPN
iajs-2121	279	14	.	.	PROPN
iajs-2121	279	15	understanding	understand	VERB
iajs-2121	279	16	color	color	NOUN
iajs-2121	279	17	models	model	NOUN
iajs-2121	279	18	:	:	PUNCT
iajs-2121	279	19	a	a	DET
iajs-2121	279	20	review	review	NOUN
iajs-2121	279	21	.	.	PUNCT
iajs-2121	280	1	arpn	arpn	VERB
iajs-2121	280	2	journal	journal	PROPN
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iajs-2121	280	5	and	and	CCONJ
iajs-2121	280	6	technology.2012,2,3,265	technology.2012,2,3,265	NOUN
iajs-2121	280	7	-	-	PUNCT
iajs-2121	280	8	275	275	NUM
iajs-2121	280	9	.	.	PUNCT
iajs-2121	281	1	28	28	NUM
iajs-2121	281	2	.	.	PUNCT
iajs-2121	282	1	salomon	salomon	PROPN
iajs-2121	282	2	,	,	PUNCT
iajs-2121	282	3	d.	d.	PROPN
iajs-2121	282	4	data	data	PROPN
iajs-2121	282	5	compression	compression	PROPN
iajs-2121	282	6	:	:	PUNCT
iajs-2121	282	7	the	the	DET
iajs-2121	282	8	complete	complete	ADJ
iajs-2121	282	9	reference	reference	NOUN
iajs-2121	282	10	;	;	PUNCT
iajs-2121	282	11	4th	4th	ADJ
iajs-2121	282	12	edition	edition	NOUN
iajs-2121	282	13	;	;	PUNCT
iajs-2121	282	14	springer	springer	NOUN
iajs-2121	282	15	computer	computer	PROPN
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