id	sid	tid	token	lemma	pos
iajs-1031	1	1	ibn	ibn	PROPN
iajs-1031	1	2	alhaitham	alhaitham	NOUN
iajs-1031	1	3	j.	j.	PROPN
iajs-1031	1	4	for	for	ADP
iajs-1031	1	5	pure	pure	ADJ
iajs-1031	1	6	&	&	CCONJ
iajs-1031	1	7	appl	appl	PROPN
iajs-1031	1	8	.	.	PUNCT
iajs-1031	2	1	sci	sci	PROPN
iajs-1031	2	2	.	.	PUNCT
iajs-1031	3	1	vol.23	vol.23	PROPN
iajs-1031	3	2	(	(	PUNCT
iajs-1031	3	3	2	2	NUM
iajs-1031	3	4	)	)	PUNCT
iajs-1031	3	5	2010	2010	NUM
iajs-1031	3	6	the	the	DET
iajs-1031	3	7	invariant	invariant	ADJ
iajs-1031	3	8	moments	moment	NOUN
iajs-1031	3	9	based	base	VERB
iajs-1031	3	10	with	with	ADP
iajs-1031	3	11	wavelet	wavelet	NOUN
iajs-1031	3	12	used	use	VERB
iajs-1031	3	13	to	to	PART
iajs-1031	3	14	decide	decide	VERB
iajs-1031	3	15	the	the	DET
iajs-1031	3	16	authintication	authintication	NOUN
iajs-1031	3	17	and	and	CCONJ
iajs-1031	3	18	originality	originality	NOUN
iajs-1031	3	19	of	of	ADP
iajs-1031	3	20	images	image	NOUN
iajs-1031	3	21	h.l	h.l	PROPN
iajs-1031	3	22	.	.	PROPN
iajs-1031	3	23	hussein	hussein	PROPN
iajs-1031	3	24	department	department	PROPN
iajs-1031	3	25	of	of	ADP
iajs-1031	3	26	computer	computer	NOUN
iajs-1031	3	27	science	science	NOUN
iajs-1031	3	28	,	,	PUNCT
iajs-1031	3	29	college	college	NOUN
iajs-1031	3	30	of	of	ADP
iajs-1031	3	31	education	education	NOUN
iajs-1031	3	32	,	,	PUNCT
iajs-1031	3	33	university	university	NOUN
iajs-1031	3	34	of	of	ADP
iajs-1031	3	35	baghdad	baghdad	PROPN
iajs-1031	3	36	abstract	abstract	ADP
iajs-1031	3	37	the	the	DET
iajs-1031	3	38	digital	digital	ADJ
iajs-1031	3	39	image	image	NOUN
iajs-1031	3	40	with	with	ADP
iajs-1031	3	41	the	the	DET
iajs-1031	3	42	wavelet	wavelet	NOUN
iajs-1031	3	43	tools	tool	NOUN
iajs-1031	3	44	is	be	AUX
iajs-1031	3	45	increasing	increase	VERB
iajs-1031	3	46	nowadays	nowadays	ADV
iajs-1031	3	47	with	with	ADP
iajs-1031	3	48	matlab	matlab	PROPN
iajs-1031	3	49	library	library	NOUN
iajs-1031	3	50	,	,	PUNCT
iajs-1031	3	51	by	by	ADP
iajs-1031	3	52	using	use	VERB
iajs-1031	3	53	this	this	DET
iajs-1031	3	54	method	method	NOUN
iajs-1031	3	55	based	base	VERB
iajs-1031	3	56	on	on	ADP
iajs-1031	3	57	invariant	invariant	ADJ
iajs-1031	3	58	moments	moment	NOUN
iajs-1031	3	59	which	which	PRON
iajs-1031	3	60	are	be	AUX
iajs-1031	3	61	a	a	DET
iajs-1031	3	62	set	set	NOUN
iajs-1031	3	63	of	of	ADP
iajs-1031	3	64	seven	seven	NUM
iajs-1031	3	65	moments	moment	NOUN
iajs-1031	3	66	can	can	AUX
iajs-1031	3	67	be	be	AUX
iajs-1031	3	68	derived	derive	VERB
iajs-1031	3	69	from	from	ADP
iajs-1031	3	70	the	the	DET
iajs-1031	3	71	second	second	ADJ
iajs-1031	3	72	and	and	CCONJ
iajs-1031	3	73	third	third	ADJ
iajs-1031	3	74	moments	moment	NOUN
iajs-1031	3	75	,	,	PUNCT
iajs-1031	3	76	which	which	PRON
iajs-1031	3	77	can	can	AUX
iajs-1031	3	78	be	be	AUX
iajs-1031	3	79	calculated	calculate	VERB
iajs-1031	3	80	after	after	ADP
iajs-1031	3	81	converting	convert	VERB
iajs-1031	3	82	the	the	DET
iajs-1031	3	83	image	image	NOUN
iajs-1031	3	84	from	from	ADP
iajs-1031	3	85	colored	colored	ADJ
iajs-1031	3	86	map	map	NOUN
iajs-1031	3	87	to	to	PART
iajs-1031	3	88	gray	gray	ADJ
iajs-1031	3	89	scale	scale	NOUN
iajs-1031	3	90	,	,	PUNCT
iajs-1031	3	91	rescale	rescale	VERB
iajs-1031	3	92	the	the	DET
iajs-1031	3	93	image	image	NOUN
iajs-1031	3	94	to	to	ADP
iajs-1031	3	95	(	(	PUNCT
iajs-1031	3	96	512	512	NUM
iajs-1031	3	97	*	*	SYM
iajs-1031	3	98	512	512	NUM
iajs-1031	3	99	)	)	PUNCT
iajs-1031	3	100	pixel	pixel	NOUN
iajs-1031	3	101	,	,	PUNCT
iajs-1031	3	102	dividing	divide	VERB
iajs-1031	3	103	the	the	DET
iajs-1031	3	104	image	image	NOUN
iajs-1031	3	105	in	in	ADP
iajs-1031	3	106	to	to	ADP
iajs-1031	3	107	four	four	NUM
iajs-1031	3	108	equal	equal	ADJ
iajs-1031	3	109	pieces	piece	NOUN
iajs-1031	3	110	(	(	PUNCT
iajs-1031	3	111	256	256	NUM
iajs-1031	3	112	*	*	SYM
iajs-1031	3	113	256	256	NUM
iajs-1031	3	114	)	)	PUNCT
iajs-1031	3	115	for	for	ADP
iajs-1031	3	116	each	each	DET
iajs-1031	3	117	piece	piece	NOUN
iajs-1031	3	118	,	,	PUNCT
iajs-1031	3	119	then	then	ADV
iajs-1031	3	120	for	for	ADP
iajs-1031	3	121	gray	gray	ADJ
iajs-1031	3	122	scale	scale	NOUN
iajs-1031	3	123	image	image	NOUN
iajs-1031	3	124	(	(	PUNCT
iajs-1031	3	125	512	512	NUM
iajs-1031	3	126	*	*	SYM
iajs-1031	3	127	512	512	NUM
iajs-1031	3	128	)	)	PUNCT
iajs-1031	3	129	and	and	CCONJ
iajs-1031	3	130	the	the	DET
iajs-1031	3	131	four	four	NUM
iajs-1031	3	132	pieces	piece	NOUN
iajs-1031	3	133	(	(	PUNCT
iajs-1031	3	134	256	256	NUM
iajs-1031	3	135	*	*	SYM
iajs-1031	3	136	256	256	NUM
iajs-1031	3	137	)	)	PUNCT
iajs-1031	3	138	calculate	calculate	NOUN
iajs-1031	3	139	wavelet	wavelet	NOUN
iajs-1031	3	140	with	with	ADP
iajs-1031	3	141	moment	moment	NOUN
iajs-1031	3	142	and	and	CCONJ
iajs-1031	3	143	invariant	invariant	ADJ
iajs-1031	3	144	moment	moment	NOUN
iajs-1031	3	145	,	,	PUNCT
iajs-1031	3	146	then	then	ADV
iajs-1031	3	147	store	store	VERB
iajs-1031	3	148	the	the	DET
iajs-1031	3	149	result	result	NOUN
iajs-1031	3	150	with	with	ADP
iajs-1031	3	151	the	the	DET
iajs-1031	3	152	author	author	NOUN
iajs-1031	3	153	,	,	PUNCT
iajs-1031	3	154	owner	owner	NOUN
iajs-1031	3	155	for	for	ADP
iajs-1031	3	156	this	this	DET
iajs-1031	3	157	image	image	NOUN
iajs-1031	3	158	to	to	PART
iajs-1031	3	159	build	build	VERB
iajs-1031	3	160	data	datum	NOUN
iajs-1031	3	161	base	base	NOUN
iajs-1031	3	162	for	for	ADP
iajs-1031	3	163	the	the	DET
iajs-1031	3	164	original	original	ADJ
iajs-1031	3	165	image	image	NOUN
iajs-1031	3	166	to	to	PART
iajs-1031	3	167	decide	decide	VERB
iajs-1031	3	168	the	the	DET
iajs-1031	3	169	authority	authority	NOUN
iajs-1031	3	170	of	of	ADP
iajs-1031	3	171	these	these	DET
iajs-1031	3	172	images	image	NOUN
iajs-1031	3	173	by	by	ADP
iajs-1031	3	174	using	use	VERB
iajs-1031	3	175	comparison	comparison	NOUN
iajs-1031	3	176	using	use	VERB
iajs-1031	3	177	mean	mean	ADJ
iajs-1031	3	178	square	square	ADJ
iajs-1031	3	179	error	error	NOUN
iajs-1031	3	180	(	(	PUNCT
iajs-1031	3	181	mse	mse	NOUN
iajs-1031	3	182	)	)	PUNCT
iajs-1031	3	183	as	as	SCONJ
iajs-1031	3	184	shown	show	VERB
iajs-1031	3	185	below	below	ADP
iajs-1031	3	186	:	:	PUNCT
iajs-1031	3	187	the	the	DET
iajs-1031	3	188	moments	moment	NOUN
iajs-1031	3	189	value	value	NOUN
iajs-1031	3	190	of	of	ADP
iajs-1031	3	191	any	any	DET
iajs-1031	3	192	image	image	NOUN
iajs-1031	3	193	will	will	AUX
iajs-1031	3	194	be	be	AUX
iajs-1031	3	195	compared	compare	VERB
iajs-1031	3	196	with	with	ADP
iajs-1031	3	197	the	the	DET
iajs-1031	3	198	original	original	ADJ
iajs-1031	3	199	data	datum	NOUN
iajs-1031	3	200	base	base	NOUN
iajs-1031	3	201	images	image	NOUN
iajs-1031	3	202	moment	moment	NOUN
iajs-1031	3	203	.	.	PUNCT
iajs-1031	4	1	the	the	DET
iajs-1031	4	2	experiments	experiment	NOUN
iajs-1031	4	3	were	be	AUX
iajs-1031	4	4	performed	perform	VERB
iajs-1031	4	5	on	on	ADP
iajs-1031	4	6	a	a	DET
iajs-1031	4	7	pentium	pentium	NOUN
iajs-1031	4	8	iv	iv	NOUN
iajs-1031	4	9	,	,	PUNCT
iajs-1031	4	10	1.6	1.6	NUM
iajs-1031	4	11	ghz	ghz	NOUN
iajs-1031	4	12	processor	processor	NOUN
iajs-1031	4	13	,	,	PUNCT
iajs-1031	4	14	running	run	VERB
iajs-1031	4	15	microsoft	microsoft	PROPN
iajs-1031	4	16	windows	windows	PROPN
iajs-1031	4	17	xp	xp	PROPN
iajs-1031	4	18	and	and	CCONJ
iajs-1031	4	19	the	the	DET
iajs-1031	4	20	programs	program	NOUN
iajs-1031	4	21	were	be	AUX
iajs-1031	4	22	implemented	implement	VERB
iajs-1031	4	23	by	by	ADP
iajs-1031	4	24	matlab	matlab	PROPN
iajs-1031	4	25	.	.	PUNCT
iajs-1031	5	1	index	index	NOUN
iajs-1031	5	2	terms	term	NOUN
iajs-1031	5	3	—	—	PUNCT
iajs-1031	5	4	wavelet	wavelet	NOUN
iajs-1031	5	5	,	,	PUNCT
iajs-1031	5	6	digital	digital	ADJ
iajs-1031	5	7	image	image	NOUN
iajs-1031	5	8	,	,	PUNCT
iajs-1031	5	9	moment	moment	NOUN
iajs-1031	5	10	introduction	introduction	NOUN
iajs-1031	5	11	searching	search	VERB
iajs-1031	5	12	a	a	DET
iajs-1031	5	13	digital	digital	ADJ
iajs-1031	5	14	library	library	NOUN
iajs-1031	5	15	having	have	VERB
iajs-1031	5	16	large	large	ADJ
iajs-1031	5	17	numbers	number	NOUN
iajs-1031	5	18	of	of	ADP
iajs-1031	5	19	digital	digital	ADJ
iajs-1031	5	20	images	image	NOUN
iajs-1031	5	21	or	or	CCONJ
iajs-1031	5	22	video	video	NOUN
iajs-1031	5	23	sequences	sequence	NOUN
iajs-1031	5	24	has	have	AUX
iajs-1031	5	25	become	become	VERB
iajs-1031	5	26	important	important	ADJ
iajs-1031	5	27	in	in	ADP
iajs-1031	5	28	this	this	DET
iajs-1031	5	29	visual	visual	ADJ
iajs-1031	5	30	age	age	NOUN
iajs-1031	5	31	.	.	PUNCT
iajs-1031	6	1	every	every	DET
iajs-1031	6	2	day	day	NOUN
iajs-1031	6	3	,	,	PUNCT
iajs-1031	6	4	large	large	ADJ
iajs-1031	6	5	numbers	number	NOUN
iajs-1031	6	6	of	of	ADP
iajs-1031	6	7	people	people	NOUN
iajs-1031	6	8	are	be	AUX
iajs-1031	6	9	using	use	VERB
iajs-1031	6	10	the	the	DET
iajs-1031	6	11	internet	internet	NOUN
iajs-1031	6	12	for	for	ADP
iajs-1031	6	13	searching	search	VERB
iajs-1031	6	14	and	and	CCONJ
iajs-1031	6	15	browsing	browse	VERB
iajs-1031	6	16	through	through	ADP
iajs-1031	6	17	different	different	ADJ
iajs-1031	6	18	multimedia	multimedia	NOUN
iajs-1031	6	19	databases	database	NOUN
iajs-1031	6	20	.	.	PUNCT
iajs-1031	7	1	image	image	NOUN
iajs-1031	7	2	feature	feature	NOUN
iajs-1031	7	3	vector	vector	NOUN
iajs-1031	7	4	indexing	indexing	NOUN
iajs-1031	7	5	has	have	AUX
iajs-1031	7	6	been	be	AUX
iajs-1031	7	7	developed	develop	VERB
iajs-1031	7	8	and	and	CCONJ
iajs-1031	7	9	implemented	implement	VERB
iajs-1031	7	10	in	in	ADP
iajs-1031	7	11	several	several	ADJ
iajs-1031	7	12	multimedia	multimedia	NOUN
iajs-1031	7	13	database	database	NOUN
iajs-1031	7	14	systems	system	NOUN
iajs-1031	7	15	such	such	ADJ
iajs-1031	7	16	as	as	ADP
iajs-1031	7	17	the	the	DET
iajs-1031	7	18	ibm	ibm	PROPN
iajs-1031	7	19	qbic	qbic	ADJ
iajs-1031	7	20	system	system	NOUN
iajs-1031	7	21	developed	develop	VERB
iajs-1031	7	22	at	at	ADP
iajs-1031	7	23	the	the	DET
iajs-1031	7	24	ibm	ibm	PROPN
iajs-1031	7	25	almaden	almaden	PROPN
iajs-1031	7	26	research	research	NOUN
iajs-1031	7	27	center	center	NOUN
iajs-1031	7	28	,	,	PUNCT
iajs-1031	7	29	the	the	DET
iajs-1031	7	30	virage	virage	NOUN
iajs-1031	7	31	system	system	NOUN
iajs-1031	7	32	developed	develop	VERB
iajs-1031	7	33	by	by	ADP
iajs-1031	7	34	virage	virage	PROPN
iajs-1031	7	35	,	,	PUNCT
iajs-1031	7	36	inc	inc	PROPN
iajs-1031	7	37	.	.	PROPN
iajs-1031	7	38	,	,	PUNCT
iajs-1031	7	39	and	and	CCONJ
iajs-1031	7	40	the	the	DET
iajs-1031	7	41	photo	photo	NOUN
iajs-1031	7	42	book	book	NOUN
iajs-1031	7	43	system	system	NOUN
iajs-1031	7	44	developed	develop	VERB
iajs-1031	7	45	by	by	ADP
iajs-1031	7	46	the	the	DET
iajs-1031	7	47	mit	mit	PROPN
iajs-1031	7	48	media	medium	NOUN
iajs-1031	7	49	lab[1	lab[1	PROPN
iajs-1031	7	50	]	]	PUNCT
iajs-1031	7	51	.	.	PUNCT
iajs-1031	8	1	for	for	ADP
iajs-1031	8	2	each	each	DET
iajs-1031	8	3	image	image	NOUN
iajs-1031	8	4	inserted	insert	VERB
iajs-1031	8	5	into	into	ADP
iajs-1031	8	6	the	the	DET
iajs-1031	8	7	database	database	NOUN
iajs-1031	8	8	,	,	PUNCT
iajs-1031	8	9	a	a	DET
iajs-1031	8	10	feature	feature	NOUN
iajs-1031	8	11	vector	vector	NOUN
iajs-1031	8	12	on	on	ADP
iajs-1031	8	13	the	the	DET
iajs-1031	8	14	order	order	NOUN
iajs-1031	8	15	of	of	ADP
iajs-1031	8	16	500	500	NUM
iajs-1031	8	17	elements	element	NOUN
iajs-1031	8	18	is	be	AUX
iajs-1031	8	19	generated	generate	VERB
iajs-1031	8	20	to	to	PART
iajs-1031	8	21	represent	represent	VERB
iajs-1031	8	22	accurately	accurately	ADV
iajs-1031	8	23	the	the	DET
iajs-1031	8	24	content	content	NOUN
iajs-1031	8	25	of	of	ADP
iajs-1031	8	26	the	the	DET
iajs-1031	8	27	image	image	NOUN
iajs-1031	8	28	.	.	PUNCT
iajs-1031	9	1	this	this	DET
iajs-1031	9	2	vector	vector	NOUN
iajs-1031	9	3	is	be	AUX
iajs-1031	9	4	much	much	ADV
iajs-1031	9	5	smaller	small	ADJ
iajs-1031	9	6	in	in	ADP
iajs-1031	9	7	size	size	NOUN
iajs-1031	9	8	than	than	ADP
iajs-1031	9	9	the	the	DET
iajs-1031	9	10	original	original	ADJ
iajs-1031	9	11	image	image	NOUN
iajs-1031	9	12	.	.	PUNCT
iajs-1031	10	1	the	the	DET
iajs-1031	10	2	difficult	difficult	ADJ
iajs-1031	10	3	part	part	NOUN
iajs-1031	10	4	of	of	ADP
iajs-1031	10	5	the	the	DET
iajs-1031	10	6	problem	problem	NOUN
iajs-1031	10	7	is	be	AUX
iajs-1031	10	8	to	to	PART
iajs-1031	10	9	construct	construct	VERB
iajs-1031	10	10	a	a	DET
iajs-1031	10	11	vector	vector	NOUN
iajs-1031	10	12	that	that	PRON
iajs-1031	10	13	both	both	PRON
iajs-1031	10	14	preserves	preserve	VERB
iajs-1031	10	15	the	the	DET
iajs-1031	10	16	image	image	NOUN
iajs-1031	10	17	content	content	NOUN
iajs-1031	10	18	and	and	CCONJ
iajs-1031	10	19	yet	yet	ADV
iajs-1031	10	20	is	be	AUX
iajs-1031	10	21	efficient	efficient	ADJ
iajs-1031	10	22	for	for	ADP
iajs-1031	10	23	searching	search	VERB
iajs-1031	10	24	.	.	PUNCT
iajs-1031	11	1	once	once	SCONJ
iajs-1031	11	2	the	the	DET
iajs-1031	11	3	feature	feature	NOUN
iajs-1031	11	4	vectors	vector	NOUN
iajs-1031	11	5	are	be	AUX
iajs-1031	11	6	generated	generate	VERB
iajs-1031	11	7	,	,	PUNCT
iajs-1031	11	8	they	they	PRON
iajs-1031	11	9	are	be	AUX
iajs-1031	11	10	then	then	ADV
iajs-1031	11	11	stored	store	VERB
iajs-1031	11	12	in	in	ADP
iajs-1031	11	13	permanent	permanent	ADJ
iajs-1031	11	14	storage	storage	NOUN
iajs-1031	11	15	.	.	PUNCT
iajs-1031	12	1	to	to	PART
iajs-1031	12	2	answer	answer	VERB
iajs-1031	12	3	a	a	DET
iajs-1031	12	4	query	query	NOUN
iajs-1031	12	5	,	,	PUNCT
iajs-1031	12	6	the	the	DET
iajs-1031	12	7	image	image	NOUN
iajs-1031	12	8	search	search	NOUN
iajs-1031	12	9	engine	engine	NOUN
iajs-1031	12	10	scans	scan	NOUN
iajs-1031	12	11	through	through	ADP
iajs-1031	12	12	the	the	DET
iajs-1031	12	13	previously	previously	ADV
iajs-1031	12	14	computed	compute	VERB
iajs-1031	12	15	vector	vector	NOUN
iajs-1031	12	16	indexes	index	NOUN
iajs-1031	12	17	to	to	ADP
iajs-1031	12	18	2	2	NUM
iajs-1031	12	19	1	1	NUM
iajs-1031	12	20	0	0	NUM
iajs-1031	12	21	1	1	NUM
iajs-1031	12	22	0	0	NUM
iajs-1031	12	23	)	)	PUNCT
iajs-1031	12	24	,	,	PUNCT
iajs-1031	12	25	(	(	PUNCT
iajs-1031	12	26	)	)	PUNCT
iajs-1031	12	27	,	,	PUNCT
iajs-1031	12	28	(	(	PUNCT
iajs-1031	12	29	m	m	VERB
iajs-1031	12	30	y	y	NOUN
iajs-1031	12	31	n	n	ADV
iajs-1031	12	32	x	x	NOUN
iajs-1031	12	33			X
iajs-1031	12	34			ADJ
iajs-1031	12	35	1	1	NUM
iajs-1031	12	36			NOUN
iajs-1031	12	37	yxfyx	yxfyx	PROPN
iajs-1031	12	38	n	n	CCONJ
iajs-1031	12	39	*	*	PROPN
iajs-1031	12	40	m	m	PROPN
iajs-1031	12	41	mse	mse	PROPN
iajs-1031	12	42			PROPN
iajs-1031	12	43			NUM
iajs-1031	12	44			NOUN
iajs-1031	12	45			PUNCT
iajs-1031	12	46			VERB
iajs-1031	12	47			PROPN
iajs-1031	12	48			PROPN
iajs-1031	12	49			PROPN
iajs-1031	12	50	ihjpas	ihjpa	VERB
iajs-1031	12	51	ibn	ibn	PROPN
iajs-1031	12	52	alhaitham	alhaitham	PROPN
iajs-1031	12	53	j.	j.	PROPN
iajs-1031	12	54	for	for	ADP
iajs-1031	12	55	pure	pure	ADJ
iajs-1031	12	56	&	&	CCONJ
iajs-1031	12	57	appl	appl	PROPN
iajs-1031	12	58	.	.	PUNCT
iajs-1031	13	1	sci	sci	PROPN
iajs-1031	13	2	.	.	PUNCT
iajs-1031	14	1	vol.23	vol.23	PROPN
iajs-1031	14	2	(	(	PUNCT
iajs-1031	14	3	2	2	NUM
iajs-1031	14	4	)	)	PUNCT
iajs-1031	14	5	2010	2010	NUM
iajs-1031	14	6	select	select	VERB
iajs-1031	14	7	those	those	PRON
iajs-1031	14	8	with	with	ADP
iajs-1031	14	9	shortest	short	ADJ
iajs-1031	14	10	distances	distance	NOUN
iajs-1031	14	11	to	to	ADP
iajs-1031	14	12	the	the	DET
iajs-1031	14	13	image	image	NOUN
iajs-1031	14	14	query	query	NOUN
iajs-1031	14	15	vector	vector	NOUN
iajs-1031	14	16	.	.	PUNCT
iajs-1031	15	1	in	in	ADP
iajs-1031	15	2	this	this	DET
iajs-1031	15	3	project	project	NOUN
iajs-1031	15	4	,	,	PUNCT
iajs-1031	15	5	the	the	DET
iajs-1031	15	6	research	research	NOUN
iajs-1031	15	7	develops	develop	VERB
iajs-1031	15	8	a	a	DET
iajs-1031	15	9	new	new	ADJ
iajs-1031	15	10	algorithm	algorithm	NOUN
iajs-1031	15	11	to	to	PART
iajs-1031	15	12	make	make	VERB
iajs-1031	15	13	semantically	semantically	ADV
iajs-1031	15	14	-	-	PUNCT
iajs-1031	15	15	meaningful	meaningful	ADJ
iajs-1031	15	16	comparisons	comparison	NOUN
iajs-1031	15	17	of	of	ADP
iajs-1031	15	18	images	image	NOUN
iajs-1031	15	19	efficient	efficient	ADJ
iajs-1031	15	20	and	and	CCONJ
iajs-1031	15	21	accurate	accurate	ADJ
iajs-1031	15	22	.	.	PUNCT
iajs-1031	16	1	figure	figure	NOUN
iajs-1031	16	2	1	1	NUM
iajs-1031	16	3	shows	show	VERB
iajs-1031	16	4	the	the	DET
iajs-1031	16	5	basic	basic	ADJ
iajs-1031	16	6	structure	structure	NOUN
iajs-1031	16	7	of	of	ADP
iajs-1031	16	8	the	the	DET
iajs-1031	16	9	system	system	NOUN
iajs-1031	16	10	.	.	PUNCT
iajs-1031	17	1	to	to	PART
iajs-1031	17	2	accurately	accurately	ADV
iajs-1031	17	3	encode	encode	VERB
iajs-1031	17	4	semantic	semantic	ADJ
iajs-1031	17	5	features	feature	NOUN
iajs-1031	17	6	of	of	ADP
iajs-1031	17	7	images	image	NOUN
iajs-1031	17	8	we	we	PRON
iajs-1031	17	9	employ	employ	VERB
iajs-1031	17	10	wavelets	wavelet	NOUN
iajs-1031	17	11	based	base	VERB
iajs-1031	17	12	.	.	PUNCT
iajs-1031	18	1	using	use	VERB
iajs-1031	18	2	these	these	DET
iajs-1031	18	3	wavelets	wavelet	NOUN
iajs-1031	18	4	and	and	CCONJ
iajs-1031	18	5	statistical	statistical	ADJ
iajs-1031	18	6	moments	moment	NOUN
iajs-1031	18	7	'	'	PART
iajs-1031	18	8	analysis	analysis	NOUN
iajs-1031	18	9	,	,	PUNCT
iajs-1031	18	10	the	the	DET
iajs-1031	18	11	algorithm	algorithm	NOUN
iajs-1031	18	12	produces	produce	VERB
iajs-1031	18	13	feature	feature	NOUN
iajs-1031	18	14	vectors	vector	NOUN
iajs-1031	18	15	that	that	PRON
iajs-1031	18	16	provide	provide	VERB
iajs-1031	18	17	much	much	ADV
iajs-1031	18	18	better	well	ADJ
iajs-1031	18	19	frequency	frequency	NOUN
iajs-1031	18	20	localization	localization	NOUN
iajs-1031	18	21	than	than	ADP
iajs-1031	18	22	other	other	ADJ
iajs-1031	18	23	traditional	traditional	ADJ
iajs-1031	18	24	color	color	NOUN
iajs-1031	18	25	layout	layout	NOUN
iajs-1031	18	26	coding	code	VERB
iajs-1031	18	27	algorithms	algorithm	NOUN
iajs-1031	18	28	.	.	PUNCT
iajs-1031	19	1	the	the	DET
iajs-1031	19	2	libraries	library	NOUN
iajs-1031	19	3	can	can	AUX
iajs-1031	19	4	use	use	VERB
iajs-1031	19	5	the	the	DET
iajs-1031	19	6	digital	digital	ADJ
iajs-1031	19	7	image	image	NOUN
iajs-1031	19	8	processing	processing	NOUN
iajs-1031	19	9	to	to	PART
iajs-1031	19	10	decide	decide	VERB
iajs-1031	19	11	the	the	DET
iajs-1031	19	12	authority	authority	NOUN
iajs-1031	19	13	of	of	ADP
iajs-1031	19	14	each	each	DET
iajs-1031	19	15	picture	picture	NOUN
iajs-1031	19	16	in	in	ADP
iajs-1031	19	17	them	they	PRON
iajs-1031	19	18	by	by	ADP
iajs-1031	19	19	using	use	VERB
iajs-1031	19	20	simple	simple	ADJ
iajs-1031	19	21	algorithm	algorithm	NOUN
iajs-1031	19	22	by	by	ADP
iajs-1031	19	23	extracting	extract	VERB
iajs-1031	19	24	the	the	DET
iajs-1031	19	25	moment	moment	NOUN
iajs-1031	19	26	of	of	ADP
iajs-1031	19	27	each	each	DET
iajs-1031	19	28	picture	picture	NOUN
iajs-1031	19	29	and	and	CCONJ
iajs-1031	19	30	store	store	NOUN
iajs-1031	19	31	that	that	PRON
iajs-1031	19	32	values	value	NOUN
iajs-1031	19	33	in	in	ADP
iajs-1031	19	34	term	term	NOUN
iajs-1031	19	35	of	of	ADP
iajs-1031	19	36	data	datum	NOUN
iajs-1031	19	37	base	base	NOUN
iajs-1031	19	38	to	to	PART
iajs-1031	19	39	compare	compare	VERB
iajs-1031	19	40	these	these	DET
iajs-1031	19	41	values	value	NOUN
iajs-1031	19	42	with	with	ADP
iajs-1031	19	43	any	any	DET
iajs-1031	19	44	unknown	unknown	ADJ
iajs-1031	19	45	p	p	NOUN
iajs-1031	19	46	icture	icture	NOUN
iajs-1031	19	47	.	.	PUNCT
iajs-1031	20	1	as	as	ADP
iajs-1031	20	2	a	a	DET
iajs-1031	20	3	result	result	NOUN
iajs-1031	20	4	,	,	PUNCT
iajs-1031	20	5	millions	million	NOUN
iajs-1031	20	6	of	of	ADP
iajs-1031	20	7	pictures	picture	NOUN
iajs-1031	20	8	flow	flow	VERB
iajs-1031	20	9	on	on	ADP
iajs-1031	20	10	the	the	DET
iajs-1031	20	11	internet	internet	NOUN
iajs-1031	20	12	everyday	everyday	NOUN
iajs-1031	20	13	.	.	PUNCT
iajs-1031	21	1	nowadays	nowadays	ADV
iajs-1031	21	2	,	,	PUNCT
iajs-1031	21	3	the	the	DET
iajs-1031	21	4	interchange	interchange	NOUN
iajs-1031	21	5	of	of	ADP
iajs-1031	21	6	images	image	NOUN
iajs-1031	21	7	becomes	become	VERB
iajs-1031	21	8	more	more	ADV
iajs-1031	21	9	and	and	CCONJ
iajs-1031	21	10	more	more	ADV
iajs-1031	21	11	frequent	frequent	ADJ
iajs-1031	21	12	.	.	PUNCT
iajs-1031	22	1	many	many	ADJ
iajs-1031	22	2	techniques	technique	NOUN
iajs-1031	22	3	operating	operate	VERB
iajs-1031	22	4	on	on	ADP
iajs-1031	22	5	images	image	NOUN
iajs-1031	22	6	formats	format	NOUN
iajs-1031	22	7	have	have	AUX
iajs-1031	22	8	been	be	AUX
iajs-1031	22	9	published	publish	VERB
iajs-1031	22	10	and	and	CCONJ
iajs-1031	22	11	become	become	VERB
iajs-1031	22	12	publicly	publicly	ADV
iajs-1031	22	13	available	available	ADJ
iajs-1031	22	14	.	.	PUNCT
iajs-1031	23	1	to	to	PART
iajs-1031	23	2	answer	answer	VERB
iajs-1031	23	3	a	a	DET
iajs-1031	23	4	query	query	NOUN
iajs-1031	23	5	,	,	PUNCT
iajs-1031	23	6	the	the	DET
iajs-1031	23	7	image	image	NOUN
iajs-1031	23	8	search	search	NOUN
iajs-1031	23	9	engine	engine	NOUN
iajs-1031	23	10	scans	scan	NOUN
iajs-1031	23	11	through	through	ADP
iajs-1031	23	12	the	the	DET
iajs-1031	23	13	previously	previously	ADV
iajs-1031	23	14	computed	compute	VERB
iajs-1031	23	15	vector	vector	NOUN
iajs-1031	23	16	indexes	index	NOUN
iajs-1031	23	17	to	to	PART
iajs-1031	23	18	select	select	VERB
iajs-1031	23	19	those	those	PRON
iajs-1031	23	20	with	with	ADP
iajs-1031	23	21	shortest	short	ADJ
iajs-1031	23	22	moment	moment	NOUN
iajs-1031	23	23	terms	term	NOUN
iajs-1031	23	24	to	to	ADP
iajs-1031	23	25	the	the	DET
iajs-1031	23	26	image	image	NOUN
iajs-1031	23	27	query	query	NOUN
iajs-1031	23	28	vector	vector	NOUN
iajs-1031	23	29	.	.	PUNCT
iajs-1031	24	1	many	many	ADJ
iajs-1031	24	2	color	color	NOUN
iajs-1031	24	3	image	image	NOUN
iajs-1031	24	4	formats	format	NOUN
iajs-1031	24	5	are	be	AUX
iajs-1031	24	6	currently	currently	ADV
iajs-1031	24	7	in	in	ADP
iajs-1031	24	8	use	use	NOUN
iajs-1031	24	9	,	,	PUNCT
iajs-1031	24	10	e.g.	e.g.	ADV
iajs-1031	24	11	,	,	PUNCT
iajs-1031	24	12	gif	gif	NOUN
iajs-1031	24	13	,	,	PUNCT
iajs-1031	24	14	jpeg	jpeg	NOUN
iajs-1031	24	15	,	,	PUNCT
iajs-1031	24	16	ppm	ppm	NOUN
iajs-1031	24	17	and	and	CCONJ
iajs-1031	24	18	tiff	tiff	NOUN
iajs-1031	24	19	are	be	AUX
iajs-1031	24	20	the	the	DET
iajs-1031	24	21	most	most	ADV
iajs-1031	24	22	widely	widely	ADV
iajs-1031	24	23	used	use	VERB
iajs-1031	24	24	formats	format	NOUN
iajs-1031	24	25	.	.	PUNCT
iajs-1031	25	1	because	because	SCONJ
iajs-1031	25	2	images	image	NOUN
iajs-1031	25	3	in	in	ADP
iajs-1031	25	4	the	the	DET
iajs-1031	25	5	image	image	NOUN
iajs-1031	25	6	database	database	NOUN
iajs-1031	25	7	can	can	AUX
iajs-1031	25	8	have	have	VERB
iajs-1031	25	9	different	different	ADJ
iajs-1031	25	10	formats	format	NOUN
iajs-1031	25	11	and	and	CCONJ
iajs-1031	25	12	different	different	ADJ
iajs-1031	25	13	sizes	size	NOUN
iajs-1031	25	14	.	.	PUNCT
iajs-1031	26	1	for	for	ADP
iajs-1031	26	2	the	the	DET
iajs-1031	26	3	test	test	NOUN
iajs-1031	26	4	database	database	NOUN
iajs-1031	26	5	of	of	ADP
iajs-1031	26	6	relatively	relatively	ADV
iajs-1031	26	7	small	small	ADJ
iajs-1031	26	8	images	image	NOUN
iajs-1031	26	9	,	,	PUNCT
iajs-1031	26	10	a	a	DET
iajs-1031	26	11	rescaled	rescaled	ADJ
iajs-1031	26	12	thumbnail	thumbnail	NOUN
iajs-1031	26	13	consisting	consist	VERB
iajs-1031	26	14	of	of	ADP
iajs-1031	26	15	512	512	NUM
iajs-1031	26	16	x	x	SYM
iajs-1031	26	17	512	512	NUM
iajs-1031	26	18	pixels	pixel	NOUN
iajs-1031	26	19	in	in	ADP
iajs-1031	26	20	red	red	ADJ
iajs-1031	26	21	-	-	PUNCT
iajs-1031	26	22	green	green	ADJ
iajs-1031	26	23	-	-	PUNCT
iajs-1031	26	24	blue	blue	ADJ
iajs-1031	26	25	(	(	PUNCT
iajs-1031	26	26	rgb	rgb	PROPN
iajs-1031	26	27	)	)	PUNCT
iajs-1031	26	28	color	color	NOUN
iajs-1031	26	29	space	space	NOUN
iajs-1031	26	30	is	be	AUX
iajs-1031	26	31	adequate	adequate	ADJ
iajs-1031	26	32	for	for	ADP
iajs-1031	26	33	the	the	DET
iajs-1031	26	34	purpose	purpose	NOUN
iajs-1031	26	35	of	of	ADP
iajs-1031	26	36	computing	compute	VERB
iajs-1031	26	37	the	the	DET
iajs-1031	26	38	feature	feature	NOUN
iajs-1031	26	39	vectors	vector	NOUN
iajs-1031	26	40	,	,	PUNCT
iajs-1031	26	41	and	and	CCONJ
iajs-1031	26	42	then	then	ADV
iajs-1031	26	43	convert	convert	VERB
iajs-1031	26	44	the	the	DET
iajs-1031	26	45	input	input	NOUN
iajs-1031	26	46	image	image	NOUN
iajs-1031	26	47	from	from	ADP
iajs-1031	26	48	colored	colored	ADJ
iajs-1031	26	49	image	image	NOUN
iajs-1031	26	50	to	to	ADP
iajs-1031	26	51	the	the	DET
iajs-1031	26	52	gray	gray	ADJ
iajs-1031	26	53	-	-	PUNCT
iajs-1031	26	54	scale	scale	NOUN
iajs-1031	26	55	image	image	NOUN
iajs-1031	26	56	.	.	PUNCT
iajs-1031	27	1	the	the	DET
iajs-1031	27	2	original	original	ADJ
iajs-1031	27	3	gray	gray	ADJ
iajs-1031	27	4	scale	scale	NOUN
iajs-1031	27	5	image	image	NOUN
iajs-1031	27	6	(	(	PUNCT
iajs-1031	27	7	512	512	NUM
iajs-1031	27	8	*	*	SYM
iajs-1031	27	9	512	512	NUM
iajs-1031	27	10	)	)	PUNCT
iajs-1031	27	11	will	will	AUX
iajs-1031	27	12	be	be	AUX
iajs-1031	27	13	divided	divide	VERB
iajs-1031	27	14	into	into	ADP
iajs-1031	27	15	four	four	NUM
iajs-1031	27	16	equal	equal	ADJ
iajs-1031	27	17	divisions	division	NOUN
iajs-1031	27	18	,	,	PUNCT
iajs-1031	27	19	each	each	DET
iajs-1031	27	20	part	part	NOUN
iajs-1031	27	21	is	be	AUX
iajs-1031	27	22	(	(	PUNCT
iajs-1031	27	23	256	256	NUM
iajs-1031	27	24	*	*	SYM
iajs-1031	27	25	256	256	NUM
iajs-1031	27	26	)	)	PUNCT
iajs-1031	27	27	p	p	NOUN
iajs-1031	27	28	ixel	ixel	VERB
iajs-1031	27	29	as	as	SCONJ
iajs-1031	27	30	shown	show	VERB
iajs-1031	27	31	in	in	ADP
iajs-1031	27	32	fig	fig	NOUN
iajs-1031	27	33	.	.	PUNCT
iajs-1031	28	1	2	2	NUM
iajs-1031	28	2	.	.	PUNCT
iajs-1031	29	1	wavelet	wavelet	NOUN
iajs-1031	29	2	wavelets	wavelet	NOUN
iajs-1031	29	3	are	be	AUX
iajs-1031	29	4	mathematical	mathematical	ADJ
iajs-1031	29	5	functions	function	NOUN
iajs-1031	29	6	that	that	PRON
iajs-1031	29	7	cut	cut	VERB
iajs-1031	29	8	up	up	ADP
iajs-1031	29	9	data	datum	NOUN
iajs-1031	29	10	into	into	ADP
iajs-1031	29	11	different	different	ADJ
iajs-1031	29	12	frequency	frequency	NOUN
iajs-1031	29	13	components	component	NOUN
iajs-1031	29	14	,	,	PUNCT
iajs-1031	29	15	and	and	CCONJ
iajs-1031	29	16	then	then	ADV
iajs-1031	29	17	study	study	VERB
iajs-1031	29	18	each	each	DET
iajs-1031	29	19	component	component	NOUN
iajs-1031	29	20	with	with	ADP
iajs-1031	29	21	a	a	DET
iajs-1031	29	22	resolution	resolution	NOUN
iajs-1031	29	23	matched	match	VERB
iajs-1031	29	24	to	to	ADP
iajs-1031	29	25	its	its	PRON
iajs-1031	29	26	scale	scale	NOUN
iajs-1031	29	27	.	.	PUNCT
iajs-1031	30	1	wavelets	wavelet	NOUN
iajs-1031	30	2	were	be	AUX
iajs-1031	30	3	developed	develop	VERB
iajs-1031	30	4	independently	independently	ADV
iajs-1031	30	5	in	in	ADP
iajs-1031	30	6	the	the	DET
iajs-1031	30	7	fields	field	NOUN
iajs-1031	30	8	of	of	ADP
iajs-1031	30	9	mathematics	mathematic	NOUN
iajs-1031	30	10	,	,	PUNCT
iajs-1031	30	11	quantum	quantum	NOUN
iajs-1031	30	12	physics	physics	NOUN
iajs-1031	30	13	,	,	PUNCT
iajs-1031	30	14	electrical	electrical	ADJ
iajs-1031	30	15	engineering	engineering	NOUN
iajs-1031	30	16	,	,	PUNCT
iajs-1031	30	17	and	and	CCONJ
iajs-1031	30	18	seismic	seismic	ADJ
iajs-1031	30	19	geology	geology	NOUN
iajs-1031	30	20	.	.	PUNCT
iajs-1031	31	1	interchanges	interchange	NOUN
iajs-1031	31	2	between	between	ADP
iajs-1031	31	3	these	these	DET
iajs-1031	31	4	fields	field	NOUN
iajs-1031	31	5	during	during	ADP
iajs-1031	31	6	the	the	DET
iajs-1031	31	7	last	last	ADJ
iajs-1031	31	8	ten	ten	NUM
iajs-1031	31	9	years	year	NOUN
iajs-1031	31	10	have	have	AUX
iajs-1031	31	11	led	lead	VERB
iajs-1031	31	12	to	to	ADP
iajs-1031	31	13	many	many	ADJ
iajs-1031	31	14	new	new	ADJ
iajs-1031	31	15	wavelet	wavelet	NOUN
iajs-1031	31	16	applications	application	NOUN
iajs-1031	31	17	such	such	ADJ
iajs-1031	31	18	as	as	ADP
iajs-1031	31	19	image	image	NOUN
iajs-1031	31	20	compression	compression	NOUN
iajs-1031	31	21	,	,	PUNCT
iajs-1031	31	22	turbulence	turbulence	NOUN
iajs-1031	31	23	,	,	PUNCT
iajs-1031	31	24	human	human	ADJ
iajs-1031	31	25	vision	vision	NOUN
iajs-1031	31	26	,	,	PUNCT
iajs-1031	31	27	radar	radar	NOUN
iajs-1031	31	28	,	,	PUNCT
iajs-1031	31	29	and	and	CCONJ
iajs-1031	31	30	earthquake	earthquake	NOUN
iajs-1031	31	31	prediction	prediction	NOUN
iajs-1031	31	32	[	[	X
iajs-1031	31	33	2	2	NUM
iajs-1031	31	34	]	]	PUNCT
iajs-1031	31	35	.	.	PUNCT
iajs-1031	32	1	so	so	ADV
iajs-1031	32	2	that	that	SCONJ
iajs-1031	32	3	,	,	PUNCT
iajs-1031	32	4	this	this	DET
iajs-1031	32	5	project	project	NOUN
iajs-1031	32	6	use	use	VERB
iajs-1031	32	7	the	the	DET
iajs-1031	32	8	haar	haar	NOUN
iajs-1031	32	9	as	as	ADP
iajs-1031	32	10	a	a	DET
iajs-1031	32	11	type	type	NOUN
iajs-1031	32	12	of	of	ADP
iajs-1031	32	13	wavelet	wavelet	NOUN
iajs-1031	32	14	with	with	ADP
iajs-1031	32	15	matlab	matlab	PROPN
iajs-1031	32	16	language	language	NOUN
iajs-1031	32	17	as	as	ADP
iajs-1031	32	18	a	a	DET
iajs-1031	32	19	function	function	NOUN
iajs-1031	32	20	of	of	ADP
iajs-1031	32	21	image	image	NOUN
iajs-1031	32	22	compression	compression	NOUN
iajs-1031	32	23	.	.	PUNCT
iajs-1031	33	1	the	the	DET
iajs-1031	33	2	haar	haar	PROPN
iajs-1031	33	3	wavelet	wavelet	PROPN
iajs-1031	33	4	is	be	AUX
iajs-1031	33	5	the	the	DET
iajs-1031	33	6	oldest	old	ADJ
iajs-1031	33	7	and	and	CCONJ
iajs-1031	33	8	simplest	simple	ADJ
iajs-1031	33	9	transform	transform	NOUN
iajs-1031	33	10	and	and	CCONJ
iajs-1031	33	11	based	base	VERB
iajs-1031	33	12	on	on	ADP
iajs-1031	33	13	the	the	DET
iajs-1031	33	14	haar	haar	NOUN
iajs-1031	33	15	scaling	scaling	NOUN
iajs-1031	33	16	and	and	CCONJ
iajs-1031	33	17	wavelet	wavelet	NOUN
iajs-1031	33	18	functions	function	NOUN
iajs-1031	33	19	.	.	PUNCT
iajs-1031	34	1	the	the	DET
iajs-1031	34	2	decomposition	decomposition	NOUN
iajs-1031	34	3	and	and	CCONJ
iajs-1031	34	4	reconstruction	reconstruction	NOUN
iajs-1031	34	5	filter	filter	NOUN
iajs-1031	34	6	for	for	ADP
iajs-1031	34	7	a	a	DET
iajs-1031	34	8	haar	haar	NOUN
iajs-1031	34	9	based	base	VERB
iajs-1031	34	10	transform	transform	NOUN
iajs-1031	34	11	are	be	AUX
iajs-1031	34	12	of	of	ADP
iajs-1031	34	13	length	length	NOUN
iajs-1031	34	14	2	2	NUM
iajs-1031	34	15	and	and	CCONJ
iajs-1031	34	16	obtained	obtain	VERB
iajs-1031	34	17	as	as	ADP
iajs-1031	34	18	followes	followe	NOUN
iajs-1031	34	19	:	:	PUNCT
iajs-1031	34	20	>	>	PUNCT
iajs-1031	34	21	>	>	X
iajs-1031	34	22	[	[	PUNCT
iajs-1031	34	23	lo_d	lo_d	PROPN
iajs-1031	34	24	,	,	PUNCT
iajs-1031	34	25	hi_d	hi_d	PROPN
iajs-1031	34	26	,	,	PUNCT
iajs-1031	34	27	lo_r	lo_r	NUM
iajs-1031	34	28	,	,	PUNCT
iajs-1031	34	29	hi_d	hi_d	PROPN
iajs-1031	34	30	]	]	X
iajs-1031	34	31	=	=	PUNCT
iajs-1031	34	32	wfilters('haar	wfilters('haar	ADP
iajs-1031	34	33	'	'	PUNCT
iajs-1031	34	34	)	)	PUNCT
iajs-1031	35	1	lo_d	lo_d	PROPN
iajs-1031	36	1	=	=	PUNCT
iajs-1031	37	1	0.7071	0.7071	NUM
iajs-1031	37	2	0.7071	0.7071	NUM
iajs-1031	37	3	hi_d	hi_d	NUM
iajs-1031	37	4	=	=	SYM
iajs-1031	37	5	-0.7071	-0.7071	PROPN
iajs-1031	37	6	0.7071	0.7071	NUM
iajs-1031	37	7	lo_r	lo_r	NOUN
iajs-1031	38	1	=	=	SYM
iajs-1031	38	2	0.7071	0.7071	NUM
iajs-1031	38	3	0.7071	0.7071	NUM
iajs-1031	38	4	hi_d	hi_d	PROPN
iajs-1031	38	5	=	=	SYM
iajs-1031	38	6	0.7071	0.7071	NUM
iajs-1031	38	7	-0.7071	-0.7071	NOUN
iajs-1031	38	8	invariant	invariant	ADJ
iajs-1031	38	9	moments	moment	NOUN
iajs-1031	38	10	invariant	invariant	ADJ
iajs-1031	38	11	moments	moment	NOUN
iajs-1031	38	12	which	which	PRON
iajs-1031	38	13	are	be	AUX
iajs-1031	38	14	a	a	DET
iajs-1031	38	15	set	set	NOUN
iajs-1031	38	16	of	of	ADP
iajs-1031	38	17	seven	seven	NUM
iajs-1031	38	18	moments	moment	NOUN
iajs-1031	38	19	can	can	AUX
iajs-1031	38	20	be	be	AUX
iajs-1031	38	21	derived	derive	VERB
iajs-1031	38	22	from	from	ADP
iajs-1031	38	23	the	the	DET
iajs-1031	38	24	second	second	ADJ
iajs-1031	38	25	and	and	CCONJ
iajs-1031	38	26	ihjpas	ihjpa	VERB
iajs-1031	38	27	ibn	ibn	PROPN
iajs-1031	38	28	alhaitham	alhaitham	PROPN
iajs-1031	38	29	j.	j.	PROPN
iajs-1031	38	30	for	for	ADP
iajs-1031	38	31	pure	pure	ADJ
iajs-1031	38	32	&	&	CCONJ
iajs-1031	38	33	appl	appl	PROPN
iajs-1031	38	34	.	.	PUNCT
iajs-1031	39	1	sci	sci	PROPN
iajs-1031	39	2	.	.	PUNCT
iajs-1031	40	1	vol.23	vol.23	PROPN
iajs-1031	40	2	(	(	PUNCT
iajs-1031	40	3	2	2	NUM
iajs-1031	40	4	)	)	PUNCT
iajs-1031	40	5	2010	2010	NUM
iajs-1031	40	6	third	third	ADJ
iajs-1031	40	7	moments	moment	NOUN
iajs-1031	40	8	.	.	PUNCT
iajs-1031	41	1	moment	moment	NOUN
iajs-1031	41	2	features	feature	NOUN
iajs-1031	41	3	used	use	VERB
iajs-1031	41	4	in	in	ADP
iajs-1031	41	5	this	this	DET
iajs-1031	41	6	paper	paper	NOUN
iajs-1031	41	7	can	can	AUX
iajs-1031	41	8	provide	provide	VERB
iajs-1031	41	9	the	the	DET
iajs-1031	41	10	properties	property	NOUN
iajs-1031	41	11	of	of	ADP
iajs-1031	41	12	invariance	invariance	NOUN
iajs-1031	41	13	to	to	PART
iajs-1031	41	14	scale	scale	VERB
iajs-1031	41	15	,	,	PUNCT
iajs-1031	41	16	position	position	NOUN
iajs-1031	41	17	,	,	PUNCT
iajs-1031	41	18	and	and	CCONJ
iajs-1031	41	19	rotation	rotation	NOUN
iajs-1031	41	20	.	.	PUNCT
iajs-1031	42	1	we	we	PRON
iajs-1031	42	2	used	use	VERB
iajs-1031	42	3	moment	moment	NOUN
iajs-1031	42	4	analysis	analysis	NOUN
iajs-1031	42	5	to	to	PART
iajs-1031	42	6	extract	extract	VERB
iajs-1031	42	7	invariant	invariant	ADJ
iajs-1031	42	8	features	feature	NOUN
iajs-1031	42	9	from	from	ADP
iajs-1031	42	10	tessellated	tessellated	ADJ
iajs-1031	42	11	cells	cell	NOUN
iajs-1031	42	12	in	in	ADP
iajs-1031	42	13	an	an	DET
iajs-1031	42	14	roi	roi	NOUN
iajs-1031	42	15	.	.	PUNCT
iajs-1031	43	1	this	this	DET
iajs-1031	43	2	section	section	NOUN
iajs-1031	43	3	gives	give	VERB
iajs-1031	43	4	a	a	DET
iajs-1031	43	5	brief	brief	ADJ
iajs-1031	43	6	description	description	NOUN
iajs-1031	43	7	of	of	ADP
iajs-1031	43	8	the	the	DET
iajs-1031	43	9	moment	moment	NOUN
iajs-1031	43	10	analysis	analysis	NOUN
iajs-1031	43	11	.	.	PUNCT
iajs-1031	44	1	for	for	ADP
iajs-1031	44	2	a	a	DET
iajs-1031	44	3	2	2	NUM
iajs-1031	44	4	-	-	PUNCT
iajs-1031	44	5	d	d	NOUN
iajs-1031	44	6	continuous	continuous	ADJ
iajs-1031	44	7	function	function	NOUN
iajs-1031	44	8	f(x	f(x	PROPN
iajs-1031	44	9	,	,	PUNCT
iajs-1031	44	10	y	y	PROPN
iajs-1031	44	11	)	)	PUNCT
iajs-1031	44	12	,	,	PUNCT
iajs-1031	44	13	the	the	DET
iajs-1031	44	14	moment	moment	NOUN
iajs-1031	44	15	of	of	ADP
iajs-1031	44	16	order	order	NOUN
iajs-1031	44	17	(	(	PUNCT
iajs-1031	44	18	p+q	p+q	ADV
iajs-1031	44	19	)	)	PUNCT
iajs-1031	44	20	is	be	AUX
iajs-1031	44	21	defined	define	VERB
iajs-1031	44	22	as	as	ADP
iajs-1031	44	23	[	[	X
iajs-1031	44	24	3,4	3,4	NUM
iajs-1031	44	25	]	]	PUNCT
iajs-1031	44	26	:	:	PUNCT
iajs-1031	44	27	∞	∞	NUM
iajs-1031	44	28	∞	∞	NUM
iajs-1031	44	29	μpq	μpq	X
iajs-1031	44	30	=	=	SYM
iajs-1031	45	1	∫	∫	PROPN
iajs-1031	45	2	∫	∫	PROPN
iajs-1031	45	3	x	x	X
iajs-1031	46	1	p	p	X
iajs-1031	46	2	yq	yq	PROPN
iajs-1031	46	3	f(x	f(x	PROPN
iajs-1031	46	4	,	,	PUNCT
iajs-1031	46	5	y	y	PROPN
iajs-1031	46	6	)	)	PUNCT
iajs-1031	46	7	dxdy	dxdy	NOUN
iajs-1031	46	8	for	for	ADP
iajs-1031	46	9	p	p	NOUN
iajs-1031	46	10	,	,	PUNCT
iajs-1031	46	11	q	q	NOUN
iajs-1031	46	12	=	=	NOUN
iajs-1031	46	13	0,1,2	0,1,2	NUM
iajs-1031	46	14	,	,	PUNCT
iajs-1031	46	15	…	…	PUNCT
iajs-1031	46	16	……	……	NOUN
iajs-1031	46	17	..	..	PUNCT
iajs-1031	46	18	(	(	PUNCT
iajs-1031	46	19	1	1	X
iajs-1031	46	20	)	)	PUNCT
iajs-1031	46	21	-∞	-∞	X
iajs-1031	47	1	-∞	-∞	PUNCT
iajs-1031	47	2	a	a	DET
iajs-1031	47	3	uniqueness	uniqueness	NOUN
iajs-1031	47	4	theorem	theorem	VERB
iajs-1031	47	5	states	state	NOUN
iajs-1031	47	6	that	that	SCONJ
iajs-1031	47	7	if	if	SCONJ
iajs-1031	47	8	f(x	f(x	PROPN
iajs-1031	47	9	,	,	PUNCT
iajs-1031	47	10	y	y	PROPN
iajs-1031	47	11	)	)	PUNCT
iajs-1031	47	12	is	be	AUX
iajs-1031	47	13	piecewise	piecewise	NOUN
iajs-1031	47	14	continuous	continuous	ADJ
iajs-1031	47	15	and	and	CCONJ
iajs-1031	47	16	has	have	VERB
iajs-1031	47	17	nonzero	nonzero	PROPN
iajs-1031	47	18	values	value	NOUN
iajs-1031	47	19	only	only	ADV
iajs-1031	47	20	in	in	ADP
iajs-1031	47	21	a	a	DET
iajs-1031	47	22	finite	finite	ADJ
iajs-1031	47	23	part	part	NOUN
iajs-1031	47	24	of	of	ADP
iajs-1031	47	25	the	the	DET
iajs-1031	47	26	xy	xy	NOUN
iajs-1031	47	27	-	-	PUNCT
iajs-1031	47	28	plane	plane	NOUN
iajs-1031	47	29	,	,	PUNCT
iajs-1031	47	30	moment	moment	NOUN
iajs-1031	47	31	of	of	ADP
iajs-1031	47	32	all	all	DET
iajs-1031	47	33	orders	order	NOUN
iajs-1031	47	34	exist	exist	VERB
iajs-1031	47	35	,	,	PUNCT
iajs-1031	47	36	and	and	CCONJ
iajs-1031	47	37	the	the	DET
iajs-1031	47	38	moment	moment	NOUN
iajs-1031	47	39	sequence	sequence	NOUN
iajs-1031	47	40	(	(	PUNCT
iajs-1031	47	41	μpq	μpq	NOUN
iajs-1031	47	42	)	)	PUNCT
iajs-1031	47	43	is	be	AUX
iajs-1031	47	44	uniquely	uniquely	ADV
iajs-1031	47	45	determined	determine	VERB
iajs-1031	47	46	by	by	ADP
iajs-1031	47	47	f(x	f(x	PROPN
iajs-1031	47	48	,	,	PUNCT
iajs-1031	47	49	y	y	PROPN
iajs-1031	47	50	)	)	PUNCT
iajs-1031	47	51	.	.	PUNCT
iajs-1031	48	1	conversely	conversely	ADV
iajs-1031	48	2	,	,	PUNCT
iajs-1031	48	3	(	(	PUNCT
iajs-1031	48	4	μpq	μpq	NOUN
iajs-1031	48	5	)	)	PUNCT
iajs-1031	48	6	is	be	AUX
iajs-1031	48	7	uniquely	uniquely	ADV
iajs-1031	48	8	determined	determine	VERB
iajs-1031	48	9	by	by	ADP
iajs-1031	48	10	f(x	f(x	PROPN
iajs-1031	48	11	,	,	PUNCT
iajs-1031	48	12	y	y	PROPN
iajs-1031	48	13	)	)	PUNCT
iajs-1031	48	14	.	.	PUNCT
iajs-1031	49	1	the	the	DET
iajs-1031	49	2	central	central	ADJ
iajs-1031	49	3	moments	moment	NOUN
iajs-1031	49	4	are	be	AUX
iajs-1031	49	5	defined	define	VERB
iajs-1031	49	6	as	as	ADP
iajs-1031	49	7	:	:	PUNCT
iajs-1031	49	8	∞	∞	NUM
iajs-1031	49	9	∞	∞	NUM
iajs-1031	49	10	μpq	μpq	X
iajs-1031	49	11	=	=	SYM
iajs-1031	49	12	∫	∫	PROPN
iajs-1031	49	13	∫(x	∫(x	PROPN
iajs-1031	49	14	xbar	xbar	PROPN
iajs-1031	49	15	)	)	PUNCT
iajs-1031	49	16	p(y	p(y	PROPN
iajs-1031	49	17	–	–	PUNCT
iajs-1031	49	18	ybar)q	ybar)q	PROPN
iajs-1031	49	19	f(x	f(x	PROPN
iajs-1031	49	20	,	,	PUNCT
iajs-1031	49	21	y	y	PROPN
iajs-1031	49	22	)	)	PUNCT
iajs-1031	49	23	dx	dx	PROPN
iajs-1031	49	24	dy	dy	NOUN
iajs-1031	49	25	…	…	PUNCT
iajs-1031	49	26	…	…	PUNCT
iajs-1031	49	27	…	…	PUNCT
iajs-1031	49	28	…	…	PUNCT
iajs-1031	49	29	…	…	PUNCT
iajs-1031	49	30	…	…	PUNCT
iajs-1031	49	31	...	...	PUNCT
iajs-1031	49	32	…	…	PUNCT
iajs-1031	49	33	.(2	.(2	NUM
iajs-1031	49	34	)	)	PUNCT
iajs-1031	49	35	-∞	-∞	X
iajs-1031	50	1	-∞	-∞	PUNCT
iajs-1031	50	2	where	where	SCONJ
iajs-1031	50	3	xbar	xbar	PROPN
iajs-1031	50	4	=(	=(	PROPN
iajs-1031	50	5	µ10/	µ10/	PROPN
iajs-1031	50	6	µ00	µ00	PROPN
iajs-1031	50	7	)	)	PUNCT
iajs-1031	50	8	and	and	CCONJ
iajs-1031	50	9	ybar	ybar	NOUN
iajs-1031	50	10	=	=	SYM
iajs-1031	50	11	(	(	PUNCT
iajs-1031	50	12	µ01/	µ01/	NOUN
iajs-1031	50	13	µ00	µ00	PROPN
iajs-1031	50	14	)	)	PUNCT
iajs-1031	50	15	.	.	PUNCT
iajs-1031	51	1	i.e.	i.e.	X
iajs-1031	51	2	moments	moment	NOUN
iajs-1031	51	3	where	where	SCONJ
iajs-1031	51	4	the	the	DET
iajs-1031	51	5	centre	centre	NOUN
iajs-1031	51	6	of	of	ADP
iajs-1031	51	7	gravity	gravity	NOUN
iajs-1031	51	8	has	have	AUX
iajs-1031	51	9	been	be	AUX
iajs-1031	51	10	moved	move	VERB
iajs-1031	51	11	to	to	ADP
iajs-1031	51	12	the	the	DET
iajs-1031	51	13	origin	origin	NOUN
iajs-1031	51	14	(	(	PUNCT
iajs-1031	51	15	i.e.	i.e.	X
iajs-1031	51	16	µ10	µ10	X
iajs-1031	51	17	=	=	NOUN
iajs-1031	51	18	µ01	µ01	NOUN
iajs-1031	51	19	=	=	NOUN
iajs-1031	51	20	0	0	NUM
iajs-1031	51	21	)	)	PUNCT
iajs-1031	51	22	.	.	PUNCT
iajs-1031	52	1	if	if	SCONJ
iajs-1031	52	2	f(x	f(x	PROPN
iajs-1031	52	3	,	,	PUNCT
iajs-1031	52	4	y	y	PROPN
iajs-1031	52	5	)	)	PUNCT
iajs-1031	52	6	is	be	AUX
iajs-1031	52	7	a	a	DET
iajs-1031	52	8	digital	digital	ADJ
iajs-1031	52	9	image	image	NOUN
iajs-1031	52	10	,	,	PUNCT
iajs-1031	52	11	then	then	ADV
iajs-1031	52	12	eq	eq	ADP
iajs-1031	52	13	.	.	PUNCT
iajs-1031	53	1	(	(	PUNCT
iajs-1031	53	2	2	2	X
iajs-1031	53	3	)	)	PUNCT
iajs-1031	53	4	becomes	become	VERB
iajs-1031	53	5	μpq	μpq	ADJ
iajs-1031	53	6	=	=	SYM
iajs-1031	53	7	∑	∑	PROPN
iajs-1031	53	8	∑	∑	PUNCT
iajs-1031	53	9	(	(	PUNCT
iajs-1031	53	10	x	x	X
iajs-1031	53	11	–	–	PUNCT
iajs-1031	53	12	xbar	xbar	PROPN
iajs-1031	53	13	)	)	PUNCT
iajs-1031	54	1	p	p	X
iajs-1031	54	2	(	(	PUNCT
iajs-1031	54	3	y	y	PROPN
iajs-1031	54	4	–	–	PUNCT
iajs-1031	54	5	ybar	ybar	NOUN
iajs-1031	54	6	)	)	PUNCT
iajs-1031	54	7	q	q	PROPN
iajs-1031	55	1	f	f	X
iajs-1031	55	2	(	(	PUNCT
iajs-1031	55	3	x	x	PROPN
iajs-1031	55	4	,	,	PUNCT
iajs-1031	55	5	y	y	PROPN
iajs-1031	55	6	)	)	PUNCT
iajs-1031	55	7	…	…	PUNCT
iajs-1031	55	8	…	…	PUNCT
iajs-1031	55	9	…	…	PUNCT
iajs-1031	55	10	…	…	PUNCT
iajs-1031	55	11	…	…	PUNCT
iajs-1031	55	12	..	..	PUNCT
iajs-1031	55	13	(	(	PUNCT
iajs-1031	55	14	3	3	X
iajs-1031	55	15	)	)	PUNCT
iajs-1031	55	16	x	x	SYM
iajs-1031	55	17	y	y	PROPN
iajs-1031	55	18	and	and	CCONJ
iajs-1031	55	19	the	the	DET
iajs-1031	55	20	normalized	normalize	VERB
iajs-1031	55	21	central	central	ADJ
iajs-1031	55	22	moments	moment	NOUN
iajs-1031	55	23	,	,	PUNCT
iajs-1031	55	24	denoted	denote	VERB
iajs-1031	55	25	ŋpq	ŋpq	ADV
iajs-1031	55	26	,	,	PUNCT
iajs-1031	55	27	are	be	AUX
iajs-1031	55	28	defined	define	VERB
iajs-1031	55	29	as	as	ADP
iajs-1031	55	30	:	:	PUNCT
iajs-1031	55	31	ŋpq	ŋpq	NOUN
iajs-1031	55	32	=	=	SYM
iajs-1031	55	33	μpq	μpq	X
iajs-1031	55	34	/	/	SYM
iajs-1031	55	35	μ00	μ00	NOUN
iajs-1031	55	36	;	;	PUNCT
iajs-1031	55	37	where	where	SCONJ
iajs-1031	55	38	ybar	ybar	NOUN
iajs-1031	55	39	=	=	PRON
iajs-1031	55	40	(	(	PUNCT
iajs-1031	55	41	p	p	X
iajs-1031	55	42	+	+	NOUN
iajs-1031	55	43	q	q	NOUN
iajs-1031	55	44	)	)	PUNCT
iajs-1031	55	45	/	/	SYM
iajs-1031	55	46	2	2	NUM
iajs-1031	55	47	+	+	CCONJ
iajs-1031	55	48	1	1	NUM
iajs-1031	55	49	for	for	ADP
iajs-1031	55	50	p	p	NOUN
iajs-1031	55	51	+	+	NOUN
iajs-1031	55	52	q	q	NOUN
iajs-1031	55	53	=	=	SYM
iajs-1031	55	54	2	2	NUM
iajs-1031	55	55	,	,	PUNCT
iajs-1031	55	56	3	3	NUM
iajs-1031	55	57	,	,	PUNCT
iajs-1031	55	58	.	.	PUNCT
iajs-1031	55	59	.	.	PUNCT
iajs-1031	55	60	.	.	PUNCT
iajs-1031	56	1	…	…	PUNCT
iajs-1031	56	2	(	(	PUNCT
iajs-1031	56	3	4	4	X
iajs-1031	56	4	)	)	PUNCT
iajs-1031	56	5	a	a	DET
iajs-1031	56	6	set	set	NOUN
iajs-1031	56	7	of	of	ADP
iajs-1031	56	8	seven	seven	NUM
iajs-1031	56	9	invariant	invariant	ADJ
iajs-1031	56	10	moments	moment	NOUN
iajs-1031	56	11	can	can	AUX
iajs-1031	56	12	be	be	AUX
iajs-1031	56	13	derived	derive	VERB
iajs-1031	56	14	from	from	ADP
iajs-1031	56	15	the	the	DET
iajs-1031	56	16	second	second	ADJ
iajs-1031	56	17	and	and	CCONJ
iajs-1031	56	18	third	third	ADJ
iajs-1031	56	19	moments	moment	NOUN
iajs-1031	56	20	(	(	PUNCT
iajs-1031	56	21	4	4	NUM
iajs-1031	56	22	)	)	PUNCT
iajs-1031	56	23	,	,	PUNCT
iajs-1031	56	24	it	it	PRON
iajs-1031	56	25	shows	show	VERB
iajs-1031	56	26	the	the	DET
iajs-1031	56	27	derivation	derivation	NOUN
iajs-1031	56	28	of	of	ADP
iajs-1031	56	29	expressions	expression	NOUN
iajs-1031	56	30	from	from	ADP
iajs-1031	56	31	algebraic	algebraic	ADJ
iajs-1031	56	32	invariants	invariant	NOUN
iajs-1031	56	33	applied	apply	VERB
iajs-1031	56	34	to	to	ADP
iajs-1031	56	35	the	the	DET
iajs-1031	56	36	moment	moment	NOUN
iajs-1031	56	37	generating	generate	VERB
iajs-1031	56	38	function	function	NOUN
iajs-1031	56	39	under	under	ADP
iajs-1031	56	40	a	a	DET
iajs-1031	56	41	rotation	rotation	NOUN
iajs-1031	56	42	transformation	transformation	NOUN
iajs-1031	56	43	.	.	PUNCT
iajs-1031	57	1	the	the	DET
iajs-1031	57	2	moments	moment	NOUN
iajs-1031	57	3	consist	consist	VERB
iajs-1031	57	4	of	of	ADP
iajs-1031	57	5	groups	group	NOUN
iajs-1031	57	6	of	of	ADP
iajs-1031	57	7	nonlinear	nonlinear	ADJ
iajs-1031	57	8	centralized	centralize	VERB
iajs-1031	57	9	moment	moment	NOUN
iajs-1031	57	10	expressions	expression	NOUN
iajs-1031	57	11	.	.	PUNCT
iajs-1031	58	1	the	the	DET
iajs-1031	58	2	result	result	NOUN
iajs-1031	58	3	is	be	AUX
iajs-1031	58	4	a	a	DET
iajs-1031	58	5	set	set	NOUN
iajs-1031	58	6	of	of	ADP
iajs-1031	58	7	absolute	absolute	ADJ
iajs-1031	58	8	orthogonal	orthogonal	ADJ
iajs-1031	58	9	moment	moment	NOUN
iajs-1031	58	10	invariants	invariant	NOUN
iajs-1031	58	11	that	that	PRON
iajs-1031	58	12	can	can	AUX
iajs-1031	58	13	be	be	AUX
iajs-1031	58	14	used	use	VERB
iajs-1031	58	15	for	for	ADP
iajs-1031	58	16	scale	scale	NOUN
iajs-1031	58	17	,	,	PUNCT
iajs-1031	58	18	position	position	NOUN
iajs-1031	58	19	,	,	PUNCT
iajs-1031	58	20	and	and	CCONJ
iajs-1031	58	21	rotation	rotation	NOUN
iajs-1031	58	22	invariant	invariant	ADJ
iajs-1031	58	23	pattern	pattern	NOUN
iajs-1031	58	24	identification	identification	NOUN
iajs-1031	58	25	,	,	PUNCT
iajs-1031	58	26	by	by	ADP
iajs-1031	58	27	using	use	VERB
iajs-1031	58	28	the	the	DET
iajs-1031	58	29	invariant	invariant	ADJ
iajs-1031	58	30	moments	moment	NOUN
iajs-1031	58	31	which	which	PRON
iajs-1031	58	32	are	be	AUX
iajs-1031	58	33	a	a	DET
iajs-1031	58	34	set	set	NOUN
iajs-1031	58	35	of	of	ADP
iajs-1031	58	36	seven	seven	NUM
iajs-1031	58	37	moments	moment	NOUN
iajs-1031	58	38	can	can	AUX
iajs-1031	58	39	be	be	AUX
iajs-1031	58	40	derived	derive	VERB
iajs-1031	58	41	from	from	ADP
iajs-1031	58	42	the	the	DET
iajs-1031	58	43	second	second	ADJ
iajs-1031	58	44	and	and	CCONJ
iajs-1031	58	45	third	third	ADJ
iajs-1031	58	46	moments	moment	NOUN
iajs-1031	58	47	as	as	ADP
iajs-1031	58	48	below[5	below[5	NOUN
iajs-1031	58	49	]	]	X
iajs-1031	58	50	.	.	PUNCT
iajs-1031	59	1	ø1	ø1	NOUN
iajs-1031	60	1	=	=	SYM
iajs-1031	60	2	ŋ20	ŋ20	PROPN
iajs-1031	60	3	+	+	PROPN
iajs-1031	60	4	ŋ02	ŋ02	NOUN
iajs-1031	60	5	ø2	ø2	NOUN
iajs-1031	60	6	=	=	SYM
iajs-1031	60	7	(	(	PUNCT
iajs-1031	60	8	ŋ20	ŋ20	ADJ
iajs-1031	60	9	ŋ02	ŋ02	NOUN
iajs-1031	60	10	)	)	PUNCT
iajs-1031	60	11	2	2	NUM
iajs-1031	61	1	+	+	SYM
iajs-1031	61	2	4ŋ211	4ŋ211	NUM
iajs-1031	61	3	ø3	ø3	NOUN
iajs-1031	61	4	=	=	SYM
iajs-1031	61	5	(	(	PUNCT
iajs-1031	61	6	ŋ30	ŋ30	PROPN
iajs-1031	61	7	3ŋ12	3ŋ12	NUM
iajs-1031	61	8	)	)	PUNCT
iajs-1031	61	9	2	2	NUM
iajs-1031	62	1	+	+	SYM
iajs-1031	62	2	3(ŋ21	3(ŋ21	NUM
iajs-1031	62	3	+	+	CCONJ
iajs-1031	62	4	ŋ03	ŋ03	VERB
iajs-1031	62	5	)	)	PUNCT
iajs-1031	62	6	2	2	NUM
iajs-1031	62	7	ø4	ø4	NOUN
iajs-1031	62	8	=	=	SYM
iajs-1031	62	9	(	(	PUNCT
iajs-1031	62	10	ŋ30	ŋ30	NOUN
iajs-1031	62	11	+	+	CCONJ
iajs-1031	62	12	ŋ12	ŋ12	NOUN
iajs-1031	62	13	)	)	PUNCT
iajs-1031	62	14	2	2	NUM
iajs-1031	62	15	+	+	CCONJ
iajs-1031	62	16	(	(	PUNCT
iajs-1031	62	17	ŋ21	ŋ21	NOUN
iajs-1031	62	18	+	+	CCONJ
iajs-1031	62	19	ŋ03)2	ŋ03)2	NOUN
iajs-1031	62	20	ø5	ø5	NOUN
iajs-1031	62	21	=	=	SYM
iajs-1031	62	22	(	(	PUNCT
iajs-1031	62	23	ŋ30	ŋ30	PROPN
iajs-1031	62	24	-	-	PUNCT
iajs-1031	62	25	3ŋ12	3ŋ12	NUM
iajs-1031	62	26	)	)	PUNCT
iajs-1031	62	27	(	(	PUNCT
iajs-1031	62	28	ŋ30+ŋ12	ŋ30+ŋ12	NOUN
iajs-1031	62	29	)	)	PUNCT
iajs-1031	63	1	[	[	X
iajs-1031	63	2	(	(	PUNCT
iajs-1031	63	3	ŋ30+ŋ12)2	ŋ30+ŋ12)2	NOUN
iajs-1031	63	4	-	-	PUNCT
iajs-1031	63	5	3(ŋ21+ŋ03)2	3(ŋ21+ŋ03)2	NOUN
iajs-1031	63	6	]	]	PUNCT
iajs-1031	64	1	+	+	CCONJ
iajs-1031	64	2	(	(	PUNCT
iajs-1031	64	3	3ŋ21ŋ03	3ŋ21ŋ03	NUM
iajs-1031	64	4	)	)	PUNCT
iajs-1031	64	5	(	(	PUNCT
iajs-1031	64	6	ŋ21+ŋ03)[3(ŋ30	ŋ21+ŋ03)[3(ŋ30	PROPN
iajs-1031	64	7	+	+	CCONJ
iajs-1031	64	8	ŋ12	ŋ12	NUM
iajs-1031	64	9	)	)	PUNCT
iajs-1031	64	10	2	2	NUM
iajs-1031	64	11	(	(	PUNCT
iajs-1031	64	12	ŋ21	ŋ21	NOUN
iajs-1031	64	13	+	+	CCONJ
iajs-1031	64	14	ŋ03	ŋ03	X
iajs-1031	64	15	)	)	PUNCT
iajs-1031	64	16	2	2	NUM
iajs-1031	64	17	]	]	PUNCT
iajs-1031	64	18	ø6	ø6	NOUN
iajs-1031	64	19	=	=	SYM
iajs-1031	64	20	(	(	PUNCT
iajs-1031	64	21	ŋ20	ŋ20	ADJ
iajs-1031	64	22	-	-	PUNCT
iajs-1031	64	23	ŋ02	ŋ02	NOUN
iajs-1031	64	24	)	)	PUNCT
iajs-1031	65	1	[	[	X
iajs-1031	65	2	(	(	PUNCT
iajs-1031	65	3	ŋ30+ŋ12)2	ŋ30+ŋ12)2	NOUN
iajs-1031	65	4	(	(	PUNCT
iajs-1031	65	5	ŋ21+ŋ03	ŋ21+ŋ03	ADJ
iajs-1031	65	6	)	)	PUNCT
iajs-1031	65	7	2	2	NUM
iajs-1031	65	8	]	]	PUNCT
iajs-1031	65	9	+4ŋ11	+4ŋ11	X
iajs-1031	65	10	(	(	PUNCT
iajs-1031	65	11	ŋ30+ŋ12)(ŋ21+ŋ03	ŋ30+ŋ12)(ŋ21+ŋ03	NOUN
iajs-1031	65	12	)	)	PUNCT
iajs-1031	65	13	ø7	ø7	NOUN
iajs-1031	65	14	=	=	SYM
iajs-1031	65	15	(	(	PUNCT
iajs-1031	65	16	3ŋ21	3ŋ21	NOUN
iajs-1031	65	17	-	-	PUNCT
iajs-1031	65	18	ŋ03)(ŋ30+ŋ12)[(ŋ30+ŋ12	ŋ03)(ŋ30+ŋ12)[(ŋ30+ŋ12	VERB
iajs-1031	65	19	)	)	PUNCT
iajs-1031	65	20	2	2	NUM
iajs-1031	65	21	-3(ŋ21+ŋ03	-3(ŋ21+ŋ03	NOUN
iajs-1031	65	22	)	)	PUNCT
iajs-1031	65	23	2	2	NUM
iajs-1031	65	24	]	]	PUNCT
iajs-1031	66	1	+	+	ADJ
iajs-1031	66	2	(	(	PUNCT
iajs-1031	66	3	ŋ30	ŋ30	NOUN
iajs-1031	66	4	-	-	PUNCT
iajs-1031	66	5	3ŋ12	3ŋ12	NUM
iajs-1031	66	6	)	)	PUNCT
iajs-1031	66	7	(	(	PUNCT
iajs-1031	66	8	ŋ21+ŋ03	ŋ21+ŋ03	PROPN
iajs-1031	66	9	)	)	PUNCT
iajs-1031	67	1	[	[	X
iajs-1031	67	2	3(ŋ30	3(ŋ30	NUM
iajs-1031	67	3	+	+	NUM
iajs-1031	67	4	ŋ12	ŋ12	NOUN
iajs-1031	67	5	)	)	PUNCT
iajs-1031	67	6	2	2	NUM
iajs-1031	67	7	(	(	PUNCT
iajs-1031	67	8	ŋ21+ŋ03)2	ŋ21+ŋ03)2	PROPN
iajs-1031	67	9	]	]	X
iajs-1031	67	10	central	central	ADJ
iajs-1031	67	11	moments	moment	NOUN
iajs-1031	67	12	have	have	VERB
iajs-1031	67	13	the	the	DET
iajs-1031	67	14	advantage	advantage	NOUN
iajs-1031	67	15	of	of	ADP
iajs-1031	67	16	being	be	AUX
iajs-1031	67	17	invariant	invariant	ADJ
iajs-1031	67	18	to	to	ADP
iajs-1031	67	19	translation	translation	NOUN
iajs-1031	67	20	.	.	PUNCT
iajs-1031	68	1	it	it	PRON
iajs-1031	68	2	is	be	AUX
iajs-1031	68	3	well	well	ADV
iajs-1031	68	4	known	know	VERB
iajs-1031	68	5	that	that	SCONJ
iajs-1031	68	6	a	a	DET
iajs-1031	68	7	small	small	ADJ
iajs-1031	68	8	number	number	NOUN
iajs-1031	68	9	of	of	ADP
iajs-1031	68	10	moments	moment	NOUN
iajs-1031	68	11	can	can	AUX
iajs-1031	68	12	characterize	characterize	VERB
iajs-1031	68	13	an	an	DET
iajs-1031	68	14	image	image	NOUN
iajs-1031	68	15	fairly	fairly	ADV
iajs-1031	68	16	well	well	ADV
iajs-1031	68	17	;	;	PUNCT
iajs-1031	68	18	it	it	PRON
iajs-1031	68	19	is	be	AUX
iajs-1031	68	20	equally	equally	ADV
iajs-1031	68	21	known	know	VERB
iajs-1031	68	22	that	that	SCONJ
iajs-1031	68	23	moments	moment	NOUN
iajs-1031	68	24	can	can	AUX
iajs-1031	68	25	be	be	AUX
iajs-1031	68	26	used	use	VERB
iajs-1031	68	27	to	to	PART
iajs-1031	68	28	reconstruct	reconstruct	VERB
iajs-1031	68	29	the	the	DET
iajs-1031	68	30	original	original	ADJ
iajs-1031	68	31	image	image	NOUN
iajs-1031	68	32	(	(	PUNCT
iajs-1031	68	33	1	1	NUM
iajs-1031	68	34	)	)	PUNCT
iajs-1031	68	35	.	.	PUNCT
iajs-1031	69	1	in	in	ADP
iajs-1031	69	2	order	order	NOUN
iajs-1031	69	3	to	to	PART
iajs-1031	69	4	achieve	achieve	VERB
iajs-1031	69	5	invariance	invariance	NOUN
iajs-1031	69	6	to	to	ADP
iajs-1031	69	7	common	common	ADJ
iajs-1031	69	8	factors	factor	NOUN
iajs-1031	69	9	and	and	CCONJ
iajs-1031	69	10	operations	operation	NOUN
iajs-1031	69	11	such	such	ADJ
iajs-1031	69	12	as	as	ADP
iajs-1031	69	13	scale	scale	NOUN
iajs-1031	69	14	,	,	PUNCT
iajs-1031	69	15	rotation	rotation	NOUN
iajs-1031	69	16	and	and	CCONJ
iajs-1031	69	17	contrast	contrast	NOUN
iajs-1031	69	18	,	,	PUNCT
iajs-1031	69	19	rather	rather	ADV
iajs-1031	69	20	than	than	ADP
iajs-1031	69	21	using	use	VERB
iajs-1031	69	22	the	the	DET
iajs-1031	69	23	moments	moment	NOUN
iajs-1031	69	24	themselves	themselves	PRON
iajs-1031	69	25	algebraic	algebraic	ADJ
iajs-1031	69	26	combinations	combination	NOUN
iajs-1031	69	27	there	there	ADV
iajs-1031	69	28	of	of	ADP
iajs-1031	69	29	known	know	VERB
iajs-1031	69	30	as	as	ADP
iajs-1031	69	31	moment	moment	NOUN
iajs-1031	69	32	invariants	invariant	NOUN
iajs-1031	69	33	are	be	AUX
iajs-1031	69	34	used	use	VERB
iajs-1031	69	35	that	that	PRON
iajs-1031	69	36	are	be	AUX
iajs-1031	69	37	independent	independent	ADJ
iajs-1031	69	38	of	of	ADP
iajs-1031	69	39	these	these	DET
iajs-1031	69	40	transformations	transformation	NOUN
iajs-1031	69	41	.	.	PUNCT
iajs-1031	70	1	ihjpas	ihjpas	PROPN
iajs-1031	70	2	ibn	ibn	PROPN
iajs-1031	70	3	alhaitham	alhaitham	PROPN
iajs-1031	70	4	j.	j.	PROPN
iajs-1031	70	5	for	for	ADP
iajs-1031	70	6	pure	pure	ADJ
iajs-1031	70	7	&	&	CCONJ
iajs-1031	70	8	appl	appl	PROPN
iajs-1031	70	9	.	.	PUNCT
iajs-1031	71	1	sci	sci	PROPN
iajs-1031	71	2	.	.	PUNCT
iajs-1031	72	1	vol.23	vol.23	PROPN
iajs-1031	72	2	(	(	PUNCT
iajs-1031	72	3	2	2	NUM
iajs-1031	72	4	)	)	PUNCT
iajs-1031	72	5	2010	2010	NUM
iajs-1031	72	6	experimental	experimental	ADJ
iajs-1031	72	7	results	result	NOUN
iajs-1031	72	8	and	and	CCONJ
iajs-1031	72	9	discussion	discussion	NOUN
iajs-1031	72	10	the	the	DET
iajs-1031	72	11	moment	moment	NOUN
iajs-1031	72	12	invariant	invariant	ADJ
iajs-1031	72	13	descriptors	descriptor	NOUN
iajs-1031	72	14	described	describe	VERB
iajs-1031	72	15	above	above	ADV
iajs-1031	72	16	were	be	AUX
iajs-1031	72	17	used	use	VERB
iajs-1031	72	18	to	to	PART
iajs-1031	72	19	index	index	VERB
iajs-1031	72	20	an	an	DET
iajs-1031	72	21	image	image	NOUN
iajs-1031	72	22	database	database	NOUN
iajs-1031	72	23	of	of	ADP
iajs-1031	72	24	many	many	ADJ
iajs-1031	72	25	images	image	NOUN
iajs-1031	72	26	(	(	PUNCT
iajs-1031	72	27	10	10	NUM
iajs-1031	72	28	images	image	NOUN
iajs-1031	72	29	as	as	ADP
iajs-1031	72	30	a	a	DET
iajs-1031	72	31	sample	sample	NOUN
iajs-1031	72	32	)	)	PUNCT
iajs-1031	72	33	.	.	PUNCT
iajs-1031	73	1	an	an	DET
iajs-1031	73	2	example	example	NOUN
iajs-1031	73	3	of	of	ADP
iajs-1031	73	4	an	an	DET
iajs-1031	73	5	image	image	NOUN
iajs-1031	73	6	of	of	ADP
iajs-1031	73	7	a	a	DET
iajs-1031	73	8	flower	flower	NOUN
iajs-1031	73	9	was	be	AUX
iajs-1031	73	10	used	use	VERB
iajs-1031	73	11	to	to	PART
iajs-1031	73	12	perform	perform	VERB
iajs-1031	73	13	image	image	NOUN
iajs-1031	73	14	retrieval	retrieval	NOUN
iajs-1031	73	15	on	on	ADP
iajs-1031	73	16	the	the	DET
iajs-1031	73	17	whole	whole	ADJ
iajs-1031	73	18	dataset	dataset	NOUN
iajs-1031	73	19	.	.	PUNCT
iajs-1031	74	1	the	the	DET
iajs-1031	74	2	result	result	NOUN
iajs-1031	74	3	of	of	ADP
iajs-1031	74	4	this	this	DET
iajs-1031	74	5	query	query	NOUN
iajs-1031	74	6	is	be	AUX
iajs-1031	74	7	given	give	VERB
iajs-1031	74	8	which	which	PRON
iajs-1031	74	9	shows	show	VERB
iajs-1031	74	10	the	the	DET
iajs-1031	74	11	descending	descend	VERB
iajs-1031	74	12	similarity	similarity	NOUN
iajs-1031	74	13	from	from	ADP
iajs-1031	74	14	other	other	ADJ
iajs-1031	74	15	stored	store	VERB
iajs-1031	74	16	images	image	NOUN
iajs-1031	74	17	data	datum	NOUN
iajs-1031	74	18	.	.	PUNCT
iajs-1031	75	1	unfortunately	unfortunately	ADV
iajs-1031	75	2	,	,	PUNCT
iajs-1031	75	3	due	due	ADP
iajs-1031	75	4	to	to	ADP
iajs-1031	75	5	the	the	DET
iajs-1031	75	6	lack	lack	NOUN
iajs-1031	75	7	of	of	ADP
iajs-1031	75	8	enough	enough	ADJ
iajs-1031	75	9	samples	sample	NOUN
iajs-1031	75	10	of	of	ADP
iajs-1031	75	11	images	image	NOUN
iajs-1031	75	12	,	,	PUNCT
iajs-1031	75	13	we	we	PRON
iajs-1031	75	14	are	be	AUX
iajs-1031	75	15	in	in	ADP
iajs-1031	75	16	the	the	DET
iajs-1031	75	17	processes	process	NOUN
iajs-1031	75	18	of	of	ADP
iajs-1031	75	19	collecting	collect	VERB
iajs-1031	75	20	a	a	DET
iajs-1031	75	21	large	large	ADJ
iajs-1031	75	22	number	number	NOUN
iajs-1031	75	23	of	of	ADP
iajs-1031	75	24	images	image	NOUN
iajs-1031	75	25	,	,	PUNCT
iajs-1031	75	26	this	this	DET
iajs-1031	75	27	documented	document	VERB
iajs-1031	75	28	dataset	dataset	NOUN
iajs-1031	75	29	will	will	AUX
iajs-1031	75	30	then	then	ADV
iajs-1031	75	31	provide	provide	VERB
iajs-1031	75	32	a	a	DET
iajs-1031	75	33	test	test	NOUN
iajs-1031	75	34	for	for	ADP
iajs-1031	75	35	the	the	DET
iajs-1031	75	36	evaluation	evaluation	NOUN
iajs-1031	75	37	of	of	ADP
iajs-1031	75	38	our	our	PRON
iajs-1031	75	39	method	method	NOUN
iajs-1031	75	40	proposed	propose	VERB
iajs-1031	75	41	in	in	ADP
iajs-1031	75	42	this	this	DET
iajs-1031	75	43	paper	paper	NOUN
iajs-1031	75	44	as	as	ADV
iajs-1031	75	45	well	well	ADV
iajs-1031	75	46	as	as	ADP
iajs-1031	75	47	future	future	ADJ
iajs-1031	75	48	approaches	approach	NOUN
iajs-1031	75	49	.	.	PUNCT
iajs-1031	76	1	as	as	ADP
iajs-1031	76	2	public	public	ADJ
iajs-1031	76	3	databases	database	NOUN
iajs-1031	76	4	,	,	PUNCT
iajs-1031	76	5	were	be	AUX
iajs-1031	76	6	established	establish	VERB
iajs-1031	76	7	with	with	ADP
iajs-1031	76	8	the	the	DET
iajs-1031	76	9	aim	aim	NOUN
iajs-1031	76	10	of	of	ADP
iajs-1031	76	11	providing	provide	VERB
iajs-1031	76	12	acquired	acquire	VERB
iajs-1031	76	13	system	system	NOUN
iajs-1031	76	14	by	by	ADP
iajs-1031	76	15	using	use	VERB
iajs-1031	76	16	scanners	scanner	NOUN
iajs-1031	76	17	.	.	PUNCT
iajs-1031	77	1	here	here	ADV
iajs-1031	77	2	the	the	DET
iajs-1031	77	3	proposed	propose	VERB
iajs-1031	77	4	algorithm	algorithm	NOUN
iajs-1031	77	5	was	be	AUX
iajs-1031	77	6	evaluated	evaluate	VERB
iajs-1031	77	7	on	on	ADP
iajs-1031	77	8	image	image	NOUN
iajs-1031	77	9	taken	take	VERB
iajs-1031	77	10	from	from	ADP
iajs-1031	77	11	the	the	DET
iajs-1031	77	12	database	database	NOUN
iajs-1031	77	13	which	which	PRON
iajs-1031	77	14	contains	contain	VERB
iajs-1031	77	15	five	five	NUM
iajs-1031	77	16	distinctive	distinctive	ADJ
iajs-1031	77	17	databases	database	NOUN
iajs-1031	77	18	:	:	PUNCT
iajs-1031	77	19	db1	db1	NOUN
iajs-1031	77	20	,	,	PUNCT
iajs-1031	77	21	db2	db2	PROPN
iajs-1031	77	22	,	,	PUNCT
iajs-1031	77	23	db3	db3	PROPN
iajs-1031	77	24	,	,	PUNCT
iajs-1031	77	25	db4	db4	ADJ
iajs-1031	77	26	and	and	CCONJ
iajs-1031	77	27	db5	db5	NOUN
iajs-1031	77	28	.	.	PUNCT
iajs-1031	78	1	each	each	DET
iajs-1031	78	2	database	database	NOUN
iajs-1031	78	3	consists	consist	VERB
iajs-1031	78	4	of	of	ADP
iajs-1031	78	5	many	many	ADJ
iajs-1031	78	6	images	image	NOUN
iajs-1031	78	7	data	datum	NOUN
iajs-1031	78	8	in	in	ADP
iajs-1031	78	9	gray	gray	ADJ
iajs-1031	78	10	scale	scale	NOUN
iajs-1031	78	11	levels	level	NOUN
iajs-1031	78	12	.	.	PUNCT
iajs-1031	79	1	a	a	DET
iajs-1031	79	2	series	series	NOUN
iajs-1031	79	3	of	of	ADP
iajs-1031	79	4	experiments	experiment	NOUN
iajs-1031	79	5	was	be	AUX
iajs-1031	79	6	conducted	conduct	VERB
iajs-1031	79	7	to	to	PART
iajs-1031	79	8	evaluate	evaluate	VERB
iajs-1031	79	9	the	the	DET
iajs-1031	79	10	performance	performance	NOUN
iajs-1031	79	11	of	of	ADP
iajs-1031	79	12	the	the	DET
iajs-1031	79	13	proposed	propose	VERB
iajs-1031	79	14	method	method	NOUN
iajs-1031	79	15	.	.	PUNCT
iajs-1031	80	1	conclusions	conclusion	NOUN
iajs-1031	80	2	we	we	PRON
iajs-1031	80	3	have	have	AUX
iajs-1031	80	4	investigated	investigate	VERB
iajs-1031	80	5	the	the	DET
iajs-1031	80	6	application	application	NOUN
iajs-1031	80	7	of	of	ADP
iajs-1031	80	8	content	content	NOUN
iajs-1031	80	9	-	-	PUNCT
iajs-1031	80	10	based	base	VERB
iajs-1031	80	11	image	image	NOUN
iajs-1031	80	12	retrieval	retrieval	NOUN
iajs-1031	80	13	to	to	ADP
iajs-1031	80	14	the	the	DET
iajs-1031	80	15	domain	domain	NOUN
iajs-1031	80	16	images	image	NOUN
iajs-1031	80	17	.	.	PUNCT
iajs-1031	81	1	each	each	DET
iajs-1031	81	2	image	image	NOUN
iajs-1031	81	3	is	be	AUX
iajs-1031	81	4	characterized	characterize	VERB
iajs-1031	81	5	by	by	ADP
iajs-1031	81	6	a	a	DET
iajs-1031	81	7	set	set	NOUN
iajs-1031	81	8	of	of	ADP
iajs-1031	81	9	moment	moment	NOUN
iajs-1031	81	10	invariants	invariant	NOUN
iajs-1031	81	11	which	which	PRON
iajs-1031	81	12	are	be	AUX
iajs-1031	81	13	independent	independent	ADJ
iajs-1031	81	14	to	to	ADP
iajs-1031	81	15	translation	translation	NOUN
iajs-1031	81	16	,	,	PUNCT
iajs-1031	81	17	scale	scale	NOUN
iajs-1031	81	18	,	,	PUNCT
iajs-1031	81	19	rotation	rotation	NOUN
iajs-1031	81	20	and	and	CCONJ
iajs-1031	81	21	contrast	contrast	NOUN
iajs-1031	81	22	as	as	SCONJ
iajs-1031	81	23	shown	show	VERB
iajs-1031	81	24	in	in	ADP
iajs-1031	81	25	table	table	NOUN
iajs-1031	81	26	(	(	PUNCT
iajs-1031	81	27	1,2	1,2	NUM
iajs-1031	81	28	)	)	PUNCT
iajs-1031	81	29	.	.	PUNCT
iajs-1031	82	1	retrieval	retrieval	NOUN
iajs-1031	82	2	is	be	AUX
iajs-1031	82	3	performed	perform	VERB
iajs-1031	82	4	by	by	ADP
iajs-1031	82	5	returning	return	VERB
iajs-1031	82	6	those	those	DET
iajs-1031	82	7	images	image	NOUN
iajs-1031	82	8	whose	whose	DET
iajs-1031	82	9	moments	moment	NOUN
iajs-1031	82	10	are	be	AUX
iajs-1031	82	11	most	most	ADV
iajs-1031	82	12	similar	similar	ADJ
iajs-1031	82	13	to	to	ADP
iajs-1031	82	14	the	the	DET
iajs-1031	82	15	ones	one	NOUN
iajs-1031	82	16	of	of	ADP
iajs-1031	82	17	a	a	DET
iajs-1031	82	18	given	give	VERB
iajs-1031	82	19	query	query	NOUN
iajs-1031	82	20	image	image	NOUN
iajs-1031	82	21	.	.	PUNCT
iajs-1031	83	1	a	a	DET
iajs-1031	83	2	moment	moment	NOUN
iajs-1031	83	3	based	base	VERB
iajs-1031	83	4	object	object	NOUN
iajs-1031	83	5	recognition	recognition	NOUN
iajs-1031	83	6	system	system	NOUN
iajs-1031	83	7	is	be	AUX
iajs-1031	83	8	proposed	propose	VERB
iajs-1031	83	9	.	.	PUNCT
iajs-1031	84	1	in	in	ADP
iajs-1031	84	2	a	a	DET
iajs-1031	84	3	given	give	VERB
iajs-1031	84	4	scene	scene	NOUN
iajs-1031	84	5	,	,	PUNCT
iajs-1031	84	6	an	an	DET
iajs-1031	84	7	object	object	NOUN
iajs-1031	84	8	may	may	AUX
iajs-1031	84	9	be	be	AUX
iajs-1031	84	10	occluded	occlude	VERB
iajs-1031	84	11	due	due	ADP
iajs-1031	84	12	to	to	ADP
iajs-1031	84	13	various	various	ADJ
iajs-1031	84	14	reasons	reason	NOUN
iajs-1031	84	15	and	and	CCONJ
iajs-1031	84	16	hence	hence	ADV
iajs-1031	84	17	recognition	recognition	NOUN
iajs-1031	84	18	of	of	ADP
iajs-1031	84	19	original	original	ADJ
iajs-1031	84	20	object	object	NOUN
iajs-1031	84	21	becomes	become	VERB
iajs-1031	84	22	necessary	necessary	ADJ
iajs-1031	84	23	for	for	ADP
iajs-1031	84	24	machine	machine	NOUN
iajs-1031	84	25	vision	vision	NOUN
iajs-1031	84	26	systems	system	NOUN
iajs-1031	84	27	.	.	PUNCT
iajs-1031	85	1	the	the	DET
iajs-1031	85	2	invariant	invariant	ADJ
iajs-1031	85	3	moments	moment	NOUN
iajs-1031	85	4	as	as	ADV
iajs-1031	85	5	well	well	ADV
iajs-1031	85	6	as	as	ADP
iajs-1031	85	7	some	some	PRON
iajs-1031	85	8	of	of	ADP
iajs-1031	85	9	the	the	DET
iajs-1031	85	10	lower	low	ADJ
iajs-1031	85	11	order	order	NOUN
iajs-1031	85	12	moments	moment	NOUN
iajs-1031	85	13	are	be	AUX
iajs-1031	85	14	used	use	VERB
iajs-1031	85	15	to	to	PART
iajs-1031	85	16	authorize	authorize	VERB
iajs-1031	85	17	of	of	ADP
iajs-1031	85	18	unknown	unknown	ADJ
iajs-1031	85	19	images	image	NOUN
iajs-1031	85	20	owner	owner	NOUN
iajs-1031	85	21	.	.	PUNCT
iajs-1031	86	1	in	in	ADP
iajs-1031	86	2	this	this	DET
iajs-1031	86	3	paper	paper	NOUN
iajs-1031	86	4	the	the	DET
iajs-1031	86	5	search	search	NOUN
iajs-1031	86	6	for	for	ADP
iajs-1031	86	7	known	know	VERB
iajs-1031	86	8	image	image	NOUN
iajs-1031	86	9	is	be	AUX
iajs-1031	86	10	more	more	ADV
iajs-1031	86	11	accurate	accurate	ADJ
iajs-1031	86	12	than	than	ADP
iajs-1031	86	13	the	the	DET
iajs-1031	86	14	comparison	comparison	NOUN
iajs-1031	86	15	of	of	ADP
iajs-1031	86	16	two	two	NUM
iajs-1031	86	17	colored	colored	ADJ
iajs-1031	86	18	images	image	NOUN
iajs-1031	86	19	as	as	SCONJ
iajs-1031	86	20	pixel	pixel	NOUN
iajs-1031	86	21	to	to	PART
iajs-1031	86	22	pixel	pixel	PROPN
iajs-1031	86	23	,	,	PUNCT
iajs-1031	86	24	because	because	SCONJ
iajs-1031	86	25	the	the	DET
iajs-1031	86	26	use	use	NOUN
iajs-1031	86	27	of	of	ADP
iajs-1031	86	28	moment	moment	NOUN
iajs-1031	86	29	and	and	CCONJ
iajs-1031	86	30	invariant	invariant	ADJ
iajs-1031	86	31	moment	moment	NOUN
iajs-1031	86	32	is	be	AUX
iajs-1031	86	33	done	do	VERB
iajs-1031	86	34	by	by	ADP
iajs-1031	86	35	comparing	compare	VERB
iajs-1031	86	36	little	little	ADJ
iajs-1031	86	37	values	value	NOUN
iajs-1031	86	38	of	of	ADP
iajs-1031	86	39	moments	moment	NOUN
iajs-1031	86	40	.	.	PUNCT
iajs-1031	87	1	references	reference	NOUN
iajs-1031	87	2	1james	1james	NUM
iajs-1031	87	3	ze	ze	NUM
iajs-1031	87	4	wang1	wang1	PROPN
iajs-1031	87	5	,	,	PUNCT
iajs-1031	87	6	gio	gio	PROPN
iajs-1031	87	7	wiederhold2	wiederhold2	PROPN
iajs-1031	87	8	,	,	PUNCT
iajs-1031	87	9	oscar	oscar	PROPN
iajs-1031	87	10	firschein2	firschein2	NOUN
iajs-1031	87	11	,	,	PUNCT
iajs-1031	87	12	sha	sha	PROPN
iajs-1031	87	13	xin	xin	PROPN
iajs-1031	87	14	wei3	wei3	PROPN
iajs-1031	87	15	content	content	PROPN
iajs-1031	87	16	-	-	PUNCT
iajs-1031	87	17	based	base	VERB
iajs-1031	87	18	image	image	NOUN
iajs-1031	87	19	indexing	indexing	NOUN
iajs-1031	87	20	and	and	CCONJ
iajs-1031	87	21	searching	search	VERB
iajs-1031	87	22	using	use	VERB
iajs-1031	87	23	daubechies	daubechie	NOUN
iajs-1031	87	24	'	'	PART
iajs-1031	87	25	wavelets	wavelet	NOUN
iajs-1031	87	26	1	1	NUM
iajs-1031	87	27	department	department	NOUN
iajs-1031	87	28	of	of	ADP
iajs-1031	87	29	computer	computer	NOUN
iajs-1031	87	30	science	science	NOUN
iajs-1031	87	31	and	and	CCONJ
iajs-1031	87	32	school	school	NOUN
iajs-1031	87	33	of	of	ADP
iajs-1031	87	34	medicine	medicine	NOUN
iajs-1031	87	35	,	,	PUNCT
iajs-1031	87	36	stanford	stanford	PROPN
iajs-1031	87	37	university	university	PROPN
iajs-1031	87	38	,	,	PUNCT
iajs-1031	87	39	stanford	stanford	PROPN
iajs-1031	87	40	,	,	PUNCT
iajs-1031	87	41	ca	ca	PROPN
iajs-1031	87	42	94305	94305	NUM
iajs-1031	87	43	,	,	PUNCT
iajs-1031	87	44	usa	usa	PROPN
iajs-1031	87	45	2	2	NUM
iajs-1031	87	46	department	department	NOUN
iajs-1031	87	47	of	of	ADP
iajs-1031	87	48	computer	computer	NOUN
iajs-1031	87	49	science	science	NOUN
iajs-1031	87	50	,	,	PUNCT
iajs-1031	87	51	stanford	stanford	PROPN
iajs-1031	87	52	university	university	PROPN
iajs-1031	87	53	,	,	PUNCT
iajs-1031	87	54	stanford	stanford	PROPN
iajs-1031	87	55	,	,	PUNCT
iajs-1031	87	56	ca	ca	PROPN
iajs-1031	87	57	94305	94305	NUM
iajs-1031	87	58	,	,	PUNCT
iajs-1031	87	59	usa	usa	PROPN
iajs-1031	87	60	3	3	NUM
iajs-1031	87	61	stanford	stanford	PROPN
iajs-1031	87	62	university	university	PROPN
iajs-1031	87	63	libraries	library	NOUN
iajs-1031	87	64	,	,	PUNCT
iajs-1031	87	65	stanford	stanford	PROPN
iajs-1031	87	66	university	university	PROPN
iajs-1031	87	67	,	,	PUNCT
iajs-1031	87	68	stanford	stanford	PROPN
iajs-1031	87	69	,	,	PUNCT
iajs-1031	87	70	ca	ca	PROPN
iajs-1031	87	71	94305	94305	NUM
iajs-1031	87	72	,	,	PUNCT
iajs-1031	87	73	usa	usa	PROPN
iajs-1031	87	74	international	international	PROPN
iajs-1031	87	75	journal	journal	PROPN
iajs-1031	87	76	on	on	ADP
iajs-1031	87	77	digital	digital	ADJ
iajs-1031	87	78	libraries	library	NOUN
iajs-1031	87	79	,	,	PUNCT
iajs-1031	87	80	springer	springer	NOUN
iajs-1031	87	81	-	-	PUNCT
iajs-1031	87	82	verleg	verleg	NOUN
iajs-1031	87	83	1007	1007	NUM
iajs-1031	87	84	.int	.int	PUNCT
iajs-1031	88	1	j	j	PROPN
iajs-1031	88	2	digit	digit	NOUN
iajs-1031	88	3	libr(1997	libr(1997	NOUN
iajs-1031	88	4	)	)	PUNCT
iajs-1031	88	5	1	1	NUM
iajs-1031	88	6	:	:	PUNCT
iajs-1031	88	7	311	311	NUM
iajs-1031	88	8	-	-	SYM
iajs-1031	88	9	328	328	NUM
iajs-1031	88	10	2	2	NUM
iajs-1031	88	11	asmara	asmara	NOUN
iajs-1031	88	12	graps	grap	NOUN
iajs-1031	88	13	,	,	PUNCT
iajs-1031	88	14	an	an	DET
iajs-1031	88	15	introduction	introduction	NOUN
iajs-1031	88	16	to	to	ADP
iajs-1031	88	17	wavelets	wavelet	NOUN
iajs-1031	88	18	.	.	PUNCT
iajs-1031	89	1	3shao	3shao	NUM
iajs-1031	89	2	ying	ying	PROPN
iajs-1031	89	3	zhu	zhu	PROPN
iajs-1031	89	4	and	and	CCONJ
iajs-1031	89	5	gerald	gerald	PROPN
iajs-1031	89	6	schaefer	schaefer	PROPN
iajs-1031	89	7	,	,	PUNCT
iajs-1031	89	8	thermal	thermal	ADJ
iajs-1031	89	9	medical	medical	ADJ
iajs-1031	89	10	image	image	NOUN
iajs-1031	89	11	retrieval	retrieval	NOUN
iajs-1031	89	12	by	by	ADP
iajs-1031	89	13	moment	moment	NOUN
iajs-1031	89	14	invariants	invariant	NOUN
iajs-1031	89	15	.	.	PUNCT
iajs-1031	90	1	1applied	1applied	NUM
iajs-1031	90	2	computing	computing	NOUN
iajs-1031	90	3	,	,	PUNCT
iajs-1031	90	4	university	university	NOUN
iajs-1031	90	5	of	of	ADP
iajs-1031	90	6	derby	derby	PROPN
iajs-1031	90	7	,	,	PUNCT
iajs-1031	90	8	derby	derby	PROPN
iajs-1031	90	9	,	,	PUNCT
iajs-1031	90	10	u.k	u.k	PROPN
iajs-1031	90	11	.	.	PROPN
iajs-1031	90	12	,	,	PUNCT
iajs-1031	90	13	e	e	X
iajs-1031	90	14	-	-	NOUN
iajs-1031	90	15	mail	mail	NOUN
iajs-1031	90	16	:	:	PUNCT
iajs-1031	90	17	s.y.zhu@derby.ac.uk	s.y.zhu@derby.ac.uk	PROPN
iajs-1031	90	18	2school	2school	NUM
iajs-1031	90	19	of	of	ADP
iajs-1031	90	20	computing	computing	NOUN
iajs-1031	90	21	and	and	CCONJ
iajs-1031	90	22	informatics	informatics	PROPN
iajs-1031	90	23	,	,	PUNCT
iajs-1031	90	24	nottingham	nottingham	PROPN
iajs-1031	90	25	trent	trent	PROPN
iajs-1031	90	26	university	university	PROPN
iajs-1031	90	27	,	,	PUNCT
iajs-1031	90	28	nottingham	nottingham	PROPN
iajs-1031	90	29	,	,	PUNCT
iajs-1031	90	30	u.k	u.k	PROPN
iajs-1031	90	31	.	.	PROPN
iajs-1031	90	32	,	,	PUNCT
iajs-1031	90	33	e	e	X
iajs-1031	90	34	-	-	NOUN
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iajs-1031	90	36	:	:	PUNCT
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iajs-1031	90	38	45saibal	45saibal	PROPN
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iajs-1031	90	42	,	,	PUNCT
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iajs-1031	91	2	,	,	PUNCT
iajs-1031	91	3	c.	c.	PROPN
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iajs-1031	91	7	,	,	PUNCT
iajs-1031	91	8	e.	e.	PROPN
iajs-1031	91	9	(	(	PUNCT
iajs-1031	91	10	2004),woods	2004),woods	PROPN
iajs-1031	91	11	.	.	PUNCT
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iajs-1031	92	2	image	image	NOUN
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iajs-1031	92	6	,	,	PUNCT
iajs-1031	92	7	,	,	PUNCT
iajs-1031	92	8	by	by	ADP
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iajs-1031	92	11	.	.	PUNCT
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iajs-1031	93	2	,	,	PUNCT
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iajs-1031	93	6	.	.	PUNCT
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iajs-1031	94	2	ibn	ibn	PROPN
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iajs-1031	94	4	j.	j.	PROPN
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iajs-1031	94	7	&	&	CCONJ
iajs-1031	94	8	appl	appl	PROPN
iajs-1031	94	9	.	.	PUNCT
iajs-1031	95	1	sci	sci	PROPN
iajs-1031	95	2	.	.	PUNCT
iajs-1031	96	1	vol.23	vol.23	PROPN
iajs-1031	96	2	(	(	PUNCT
iajs-1031	96	3	2	2	NUM
iajs-1031	96	4	)	)	PUNCT
iajs-1031	96	5	2010	2010	NUM
iajs-1031	96	6	table	table	NOUN
iajs-1031	96	7	(	(	PUNCT
iajs-1031	96	8	1	1	NUM
iajs-1031	96	9	):	):	PUNCT
iajs-1031	96	10	example	example	NOUN
iajs-1031	96	11	of	of	ADP
iajs-1031	96	12	calculating	calculate	VERB
iajs-1031	96	13	the	the	DET
iajs-1031	96	14	moment	moment	NOUN
iajs-1031	96	15	of	of	ADP
iajs-1031	96	16	the	the	DET
iajs-1031	96	17	image	image	NOUN
iajs-1031	96	18	moments	moment	NOUN
iajs-1031	96	19	origin	origin	NOUN
iajs-1031	96	20	first	first	ADJ
iajs-1031	96	21	quarter	quarter	NOUN
iajs-1031	96	22	second	second	ADJ
iajs-1031	96	23	quarter	quarter	NOUN
iajs-1031	96	24	third	third	ADJ
iajs-1031	96	25	quarter	quarter	NOUN
iajs-1031	96	26	fourth	fourth	ADJ
iajs-1031	96	27	quarter	quarter	NOUN
iajs-1031	96	28	μ00	μ00	NOUN
iajs-1031	96	29	0	0	NUM
iajs-1031	96	30	0	0	NUM
iajs-1031	96	31	0	0	NUM
iajs-1031	96	32	0	0	SYM
iajs-1031	96	33	0	0	NUM
iajs-1031	96	34	μ10	μ10	NOUN
iajs-1031	96	35	3.783863e+007	3.783863e+007	NUM
iajs-1031	97	1	4.938875e+006	4.938875e+006	NUM
iajs-1031	97	2	5.871984e+006	5.871984e+006	NUM
iajs-1031	97	3	3.908114e+006	3.908114e+006	NUM
iajs-1031	97	4	4.200341e+006	4.200341e+006	NOUN
iajs-1031	97	5	μ01	μ01	NOUN
iajs-1031	97	6	8.913924e+009	8.913924e+009	PROPN
iajs-1031	97	7	2.514108e+008	2.514108e+008	PROPN
iajs-1031	97	8	2.944227e+008	2.944227e+008	NUM
iajs-1031	97	9	3.014090e+008	3.014090e+008	NUM
iajs-1031	97	10	3.480867e+008	3.480867e+008	NUM
iajs-1031	97	11	μ20	μ20	NUM
iajs-1031	97	12	9.738164e+009	9.738164e+009	NUM
iajs-1031	97	13	2.690497e+008	2.690497e+008	SYM
iajs-1031	97	14	3.935360e+008	3.935360e+008	NUM
iajs-1031	97	15	2.041220e+008	2.041220e+008	NUM
iajs-1031	97	16	2.833067e+008	2.833067e+008	NUM
iajs-1031	97	17	μ02	μ02	NOUN
iajs-1031	97	18	2.277567e+012	2.277567e+012	NUM
iajs-1031	97	19	1.214415e+010	1.214415e+010	NUM
iajs-1031	97	20	2.021076e+010	2.021076e+010	NUM
iajs-1031	97	21	1.672020e+010	1.672020e+010	NUM
iajs-1031	97	22	2.333748e+010	2.333748e+010	NUM
iajs-1031	97	23	μ11	μ11	NOUN
iajs-1031	97	24	3.204147e+012	3.204147e+012	NUM
iajs-1031	97	25	1.214415e+010	1.214415e+010	NOUN
iajs-1031	97	26	2.062193e+010	2.062193e+010	NUM
iajs-1031	97	27	2.905460e+010	2.905460e+010	NUM
iajs-1031	97	28	3.337624e+010	3.337624e+010	NUM
iajs-1031	97	29	μ30	μ30	NOUN
iajs-1031	97	30	3.475306e+012	3.475306e+012	NUM
iajs-1031	97	31	2.176426e+010	2.176426e+010	NUM
iajs-1031	97	32	3.441361e+010	3.441361e+010	NUM
iajs-1031	97	33	1.629083e+010	1.629083e+010	NUM
iajs-1031	97	34	2.486389e+010	2.486389e+010	NUM
iajs-1031	97	35	μ12	μ12	NOUN
iajs-1031	97	36	1.379838e+015	1.379838e+015	NUM
iajs-1031	98	1	2.060579e+012	2.060579e+012	NUM
iajs-1031	98	2	3.370046e+012	3.370046e+012	NUM
iajs-1031	98	3	1.534540e+012	1.534540e+012	NUM
iajs-1031	98	4	2.446069e+012	2.446069e+012	NUM
iajs-1031	98	5	μ21	μ21	NOUN
iajs-1031	98	6	8.146100e+014	8.146100e+014	NUM
iajs-1031	98	7	9.409422e+011	9.409422e+011	NUM
iajs-1031	98	8	1.800647e+012	1.800647e+012	NUM
iajs-1031	98	9	1.354361e+012	1.354361e+012	NOUN
iajs-1031	98	10	2.033085e+012	2.033085e+012	NUM
iajs-1031	98	11	μ03	μ03	PROPN
iajs-1031	98	12	8.214088e+014	8.214088e+014	NUM
iajs-1031	98	13	8.776290e+011	8.776290e+011	NUM
iajs-1031	98	14	1.437899e+012	1.437899e+012	NUM
iajs-1031	98	15	1.662394e+012	1.662394e+012	NUM
iajs-1031	98	16	2.235337e+012	2.235337e+012	NUM
iajs-1031	98	17	table	table	NOUN
iajs-1031	98	18	(	(	PUNCT
iajs-1031	98	19	2):example	2):example	NUM
iajs-1031	98	20	of	of	ADP
iajs-1031	98	21	retrieving	retrieve	VERB
iajs-1031	98	22	the	the	DET
iajs-1031	98	23	set	set	NOUN
iajs-1031	98	24	of	of	ADP
iajs-1031	98	25	seven	seven	NUM
iajs-1031	98	26	invariant	invariant	ADJ
iajs-1031	98	27	moments	moment	NOUN
iajs-1031	98	28	of	of	ADP
iajs-1031	98	29	the	the	DET
iajs-1031	98	30	image	image	NOUN
iajs-1031	98	31	fig	fig	NOUN
iajs-1031	98	32	.	.	PUNCT
iajs-1031	99	1	(	(	PUNCT
iajs-1031	99	2	1a	1a	X
iajs-1031	99	3	)	)	PUNCT
iajs-1031	99	4	illustrates	illustrate	VERB
iajs-1031	99	5	the	the	DET
iajs-1031	99	6	overview	overview	NOUN
iajs-1031	99	7	of	of	ADP
iajs-1031	99	8	the	the	DET
iajs-1031	99	9	system	system	NOUN
iajs-1031	99	10	to	to	PART
iajs-1031	99	11	build	build	VERB
iajs-1031	99	12	the	the	DET
iajs-1031	99	13	database	database	NOUN
iajs-1031	99	14	.	.	PUNCT
iajs-1031	100	1	phi	phi	NOUN
iajs-1031	100	2	origin	origin	NOUN
iajs-1031	100	3	first	first	ADJ
iajs-1031	100	4	quarter	quarter	NOUN
iajs-1031	100	5	second	second	ADJ
iajs-1031	100	6	quarter	quarter	NOUN
iajs-1031	100	7	third	third	ADJ
iajs-1031	100	8	quarter	quarter	NOUN
iajs-1031	100	9	fourth	fourth	ADJ
iajs-1031	100	10	quarter	quarter	NOUN
iajs-1031	100	11	ø1	ø1	NOUN
iajs-1031	100	12	1.448088e-003	1.448088e-003	PROPN
iajs-1031	100	13	5.644571e-004	5.644571e-004	PROPN
iajs-1031	100	14	4.030901e-004	4.030901e-004	PROPN
iajs-1031	100	15	7.489013e-004	7.489013e-004	PROPN
iajs-1031	100	16	5.829668e-004	5.829668e-004	PROPN
iajs-1031	100	17	ø2	ø2	NOUN
iajs-1031	100	18	9.441665e-009	9.441665e-009	PROPN
iajs-1031	100	19	1.652168e-008	1.652168e-008	PROPN
iajs-1031	100	20	4.767174e-009	4.767174e-009	PROPN
iajs-1031	100	21	1.652238e-008	1.652238e-008	PROPN
iajs-1031	100	22	5.077208e-009	5.077208e-009	PROPN
iajs-1031	100	23	ø3	ø3	NOUN
iajs-1031	100	24	2.284418e-011	2.284418e-011	PROPN
iajs-1031	100	25	1.643365e-011	1.643365e-011	PROPN
iajs-1031	100	26	4.770410e-013	4.770410e-013	PROPN
iajs-1031	100	27	2.653920e-011	2.653920e-011	NUM
iajs-1031	101	1	6.309182e-012	6.309182e-012	NUM
iajs-1031	101	2	ø4	ø4	ADJ
iajs-1031	101	3	3.304694e-011	3.304694e-011	PROPN
iajs-1031	101	4	8.909984e-012	8.909984e-012	PROPN
iajs-1031	101	5	1.111096e-012	1.111096e-012	PROPN
iajs-1031	101	6	2.546404e-011	2.546404e-011	PROPN
iajs-1031	102	1	1.096206e-011	1.096206e-011	PROPN
iajs-1031	102	2	ø5	ø5	VERB
iajs-1031	102	3	3.087560e-022	3.087560e-022	PROPN
iajs-1031	102	4	-7.821719e-23	-7.821719e-23	PUNCT
iajs-1031	102	5	4.962452e-025	4.962452e-025	PROPN
iajs-1031	102	6	-5.997825e-22	-5.997825e-22	PUNCT
iajs-1031	102	7	8.625016e-023	8.625016e-023	NUM
iajs-1031	102	8	ø6	ø6	NUM
iajs-1031	103	1	3.191786e-015	3.191786e-015	PROPN
iajs-1031	103	2	-1.032175e-15	-1.032175e-15	X
iajs-1031	103	3	-7.380705e-17	-7.380705e-17	PUNCT
iajs-1031	104	1	-3.010348e-15	-3.010348e-15	NOUN
iajs-1031	104	2	-7.610436e-016	-7.610436e-016	PROPN
iajs-1031	104	3	ø7	ø7	NOUN
iajs-1031	104	4	8.538908e-022	8.538908e-022	PROPN
iajs-1031	104	5	-7.420455e-23	-7.420455e-23	PUNCT
iajs-1031	105	1	6.388198e-025	6.388198e-025	PROPN
iajs-1031	105	2	2.801038e-022	2.801038e-022	PROPN
iajs-1031	105	3	-2.952706e-023	-2.952706e-023	X
iajs-1031	105	4	read	read	VERB
iajs-1031	105	5	the	the	DET
iajs-1031	105	6	image	image	NOUN
iajs-1031	105	7	preprocessing	preprocessing	NOUN
iajs-1031	105	8	(	(	PUNCT
iajs-1031	105	9	convert	convert	VERB
iajs-1031	105	10	to	to	PART
iajs-1031	105	11	divide	divide	VERB
iajs-1031	105	12	the	the	DET
iajs-1031	105	13	image	image	NOUN
iajs-1031	105	14	into	into	ADP
iajs-1031	105	15	four	four	NUM
iajs-1031	105	16	equal	equal	ADJ
iajs-1031	105	17	divisions	division	NOUN
iajs-1031	105	18	wavelet	wavelet	NOUN
iajs-1031	105	19	transformation	transformation	NOUN
iajs-1031	105	20	on	on	ADP
iajs-1031	105	21	the	the	DET
iajs-1031	105	22	divisions	division	NOUN
iajs-1031	105	23	of	of	ADP
iajs-1031	105	24	image	image	NOUN
iajs-1031	105	25	extract	extract	NOUN
iajs-1031	105	26	moment	moment	NOUN
iajs-1031	105	27	store	store	VERB
iajs-1031	105	28	the	the	DET
iajs-1031	105	29	moments	moment	NOUN
iajs-1031	105	30	of	of	ADP
iajs-1031	105	31	the	the	DET
iajs-1031	105	32	image	image	NOUN
iajs-1031	105	33	in	in	ADP
iajs-1031	105	34	the	the	DET
iajs-1031	105	35	database	database	NOUN
iajs-1031	105	36	ihjpas	ihjpa	VERB
iajs-1031	105	37	ibn	ibn	PROPN
iajs-1031	105	38	alhaitham	alhaitham	PROPN
iajs-1031	105	39	j.	j.	PROPN
iajs-1031	105	40	for	for	ADP
iajs-1031	105	41	pure	pure	ADJ
iajs-1031	105	42	&	&	CCONJ
iajs-1031	105	43	appl	appl	PROPN
iajs-1031	105	44	.	.	PUNCT
iajs-1031	106	1	sci	sci	PROPN
iajs-1031	106	2	.	.	PUNCT
iajs-1031	107	1	vol.23	vol.23	PROPN
iajs-1031	107	2	(	(	PUNCT
iajs-1031	107	3	2	2	NUM
iajs-1031	107	4	)	)	PUNCT
iajs-1031	107	5	2010	2010	NUM
iajs-1031	107	6	fig	fig	NOUN
iajs-1031	107	7	.	.	PUNCT
iajs-1031	108	1	(	(	PUNCT
iajs-1031	108	2	1b	1b	NUM
iajs-1031	108	3	)	)	PUNCT
iajs-1031	108	4	illustrates	illustrate	VERB
iajs-1031	108	5	the	the	DET
iajs-1031	108	6	overview	overview	NOUN
iajs-1031	108	7	of	of	ADP
iajs-1031	108	8	the	the	DET
iajs-1031	108	9	comparison	comparison	NOUN
iajs-1031	108	10	system	system	NOUN
iajs-1031	108	11	of	of	ADP
iajs-1031	108	12	image	image	NOUN
iajs-1031	108	13	information	information	NOUN
iajs-1031	108	14	with	with	ADP
iajs-1031	108	15	the	the	DET
iajs-1031	108	16	database	database	NOUN
iajs-1031	108	17	.	.	PUNCT
iajs-1031	109	1	fig.(2.a	fig.(2.a	X
iajs-1031	109	2	)	)	PUNCT
iajs-1031	109	3	the	the	DET
iajs-1031	109	4	gray	gray	ADJ
iajs-1031	109	5	scale	scale	NOUN
iajs-1031	109	6	of	of	ADP
iajs-1031	109	7	the	the	DET
iajs-1031	109	8	original	original	ADJ
iajs-1031	109	9	image	image	NOUN
iajs-1031	109	10	fig.(2.b	fig.(2.b	NOUN
iajs-1031	109	11	)	)	PUNCT
iajs-1031	109	12	the	the	DET
iajs-1031	109	13	four	four	NUM
iajs-1031	109	14	equal	equal	ADJ
iajs-1031	109	15	divisions	division	NOUN
iajs-1031	109	16	read	read	VERB
iajs-1031	109	17	the	the	DET
iajs-1031	109	18	image	image	NOUN
iajs-1031	109	19	preprocessing	preprocessing	NOUN
iajs-1031	109	20	(	(	PUNCT
iajs-1031	109	21	convert	convert	NOUN
iajs-1031	109	22	to	to	ADP
iajs-1031	109	23	grayscale	grayscale	NOUN
iajs-1031	109	24	+	+	CCONJ
iajs-1031	109	25	resize	resize	VERB
iajs-1031	109	26	)	)	PUNCT
iajs-1031	109	27	divide	divide	VERB
iajs-1031	109	28	the	the	DET
iajs-1031	109	29	image	image	NOUN
iajs-1031	109	30	into	into	ADP
iajs-1031	109	31	four	four	NUM
iajs-1031	109	32	equal	equal	ADJ
iajs-1031	109	33	divisions	division	NOUN
iajs-1031	109	34	wavelet	wavelet	NOUN
iajs-1031	109	35	transformation	transformation	NOUN
iajs-1031	109	36	on	on	ADP
iajs-1031	109	37	the	the	DET
iajs-1031	109	38	divisions	division	NOUN
iajs-1031	109	39	of	of	ADP
iajs-1031	109	40	image	image	NOUN
iajs-1031	109	41	extract	extract	NOUN
iajs-1031	109	42	moment	moment	NOUN
iajs-1031	109	43	terms	term	NOUN
iajs-1031	109	44	compare	compare	VERB
iajs-1031	109	45	the	the	DET
iajs-1031	109	46	result	result	NOUN
iajs-1031	109	47	with	with	ADP
iajs-1031	109	48	database	database	NOUN
iajs-1031	109	49	final	final	ADJ
iajs-1031	109	50	result	result	NOUN
iajs-1031	109	51	(	(	PUNCT
iajs-1031	109	52	found	find	VERB
iajs-1031	109	53	or	or	CCONJ
iajs-1031	109	54	not	not	PART
iajs-1031	109	55	found	find	VERB
iajs-1031	109	56	)	)	PUNCT
iajs-1031	109	57	ihjpas	ihjpas	PROPN
iajs-1031	109	58	2010	2010	NUM
iajs-1031	109	59	)	)	PUNCT
iajs-1031	110	1	2	2	NUM
iajs-1031	110	2	(	(	PUNCT
iajs-1031	110	3	32المجلد	32المجلد	NUM
iajs-1031	110	4	مجلة	مجلة	VERB
iajs-1031	110	5	ابن	ابن	PROPN
iajs-1031	110	6	الهیثم	الهیثم	PROPN
iajs-1031	110	7	للعلوم	للعلوم	PROPN
iajs-1031	110	8	الصرفة	الصرفة	PROPN
iajs-1031	110	9	والتطبیقیة	والتطبیقیة	PROPN
iajs-1031	110	10	اللحظات	اللحظات	VERB
iajs-1031	110	11	الثابتة	الثابتة	PROPN
iajs-1031	110	12	الموجي	الموجي	NOUN
iajs-1031	110	13	التحویل	التحویل	PROPN
iajs-1031	110	14	إستندْت	إستندْت	PROPN
iajs-1031	110	15	َمع	َمع	PROPN
iajs-1031	111	1	ُیسَتعمُل	ُیسَتعمُل	PROPN
iajs-1031	111	2	لَتْقریر	لَتْقریر	NOUN
iajs-1031	111	3	عائدیة	عائدیة	VERB
iajs-1031	111	4	واصالة	واصالة	PROPN
iajs-1031	111	5	الصوِر	الصوِر	PROPN
iajs-1031	112	1	الرقمیة	الرقمیة	PROPN
iajs-1031	112	2	حسین	حسین	PROPN
iajs-1031	112	3	لفتة	لفتة	PROPN
iajs-1031	112	4	حسین	حسین	PROPN
iajs-1031	112	5	جامعة	جامعة	PROPN
iajs-1031	112	6	بغداد	بغداد	PROPN
iajs-1031	112	7	،	،	PROPN
iajs-1031	112	8	ابن	ابن	PROPN
iajs-1031	112	9	الهیثم	الهیثم	PROPN
iajs-1031	112	10	-كلیة	-كلیة	PROPN
iajs-1031	112	11	التربیة	التربیة	NOUN
iajs-1031	112	12	،	،	NOUN
iajs-1031	112	13	قسم	قسم	PROPN
iajs-1031	112	14	الحاسبات	الحاسبات	PROPN
iajs-1031	112	15	الخالصة	الخالصة	VERB
iajs-1031	112	16	ـِة	ـِة	PROPN
iajs-1031	112	17	وبــأدواِت	وبــأدواِت	PROPN
iajs-1031	112	18	التحویــل	التحویــل	NOUN
iajs-1031	112	19	المــوجي	المــوجي	NOUN
iajs-1031	112	20	مــع	مــع	PROPN
iajs-1031	112	21	لغــة	لغــة	PROPN
iajs-1031	112	22	مــاتالب	مــاتالب	PROPN
iajs-1031	112	23	تزایــد	تزایــد	NOUN
iajs-1031	112	24	فــي	فــي	PRON
iajs-1031	112	25	الوقــت	الوقــت	NOUN
iajs-1031	112	26	الحاضــر	الحاضــر	NOUN
iajs-1031	112	27	إســتعمال	إســتعمال	PROPN
iajs-1031	112	28	الصــوِر	الصــوِر	PROPN
iajs-1031	112	29	الرقمیـ	الرقمیـ	PROPN
iajs-1031	112	30	اِت	اِت	PROPN
iajs-1031	112	31	ُیْمِكــُن	ُیْمِكــُن	NOUN
iajs-1031	112	32	َأْن	َأْن	X
iajs-1031	112	33	تُشــَتقَّ	تُشــَتقَّ	X
iajs-1031	112	34	ِمـــْن	ِمـــْن	PROPN
iajs-1031	112	35	وباســتخدام	وباســتخدام	VERB
iajs-1031	112	36	هــذه	هــذه	PROPN
iajs-1031	112	37	التقنیــ	التقنیــ	NOUN
iajs-1031	112	38	ة	ة	PROPN
iajs-1031	112	39	ِمــْن	ِمــْن	PROPN
iajs-1031	112	40	ســبع	ســبع	PROPN
iajs-1031	112	41	لحظــ	لحظــ	VERB
iajs-1031	112	42	ـِة	ـِة	PROPN
iajs-1031	112	43	وهــي	وهــي	NOUN
iajs-1031	113	1	مجموعــ	مجموعــ	PROPN
iajs-1031	113	2	اِت	اِت	PROPN
iajs-1031	113	3	الثابتـ	الثابتـ	NOUN
iajs-1031	113	4	ة	ة	DET
iajs-1031	113	5	مســتندة	مســتندة	NOUN
iajs-1031	113	6	علــى	علــى	NOUN
iajs-1031	113	7	اللحظــ	اللحظــ	PROPN
iajs-1031	113	8	ة	ة	PRON
iajs-1031	113	9	الـــى	الـــى	NOUN
iajs-1031	113	10	ـا	ـا	ADJ
iajs-1031	114	1	مـــن	مـــن	PROPN
iajs-1031	114	2	الصــور	الصــور	ADV
iajs-1031	114	3	الملونــ	الملونــ	PROPN
iajs-1031	114	4	ـد	ـد	PROPN
iajs-1031	114	5	قــراءة	قــراءة	PROPN
iajs-1031	114	6	الصـــورة	الصـــورة	PROPN
iajs-1031	114	7	الرقمیــة	الرقمیــة	PROPN
iajs-1031	114	8	وتحویلهـ	وتحویلهـ	PROPN
iajs-1031	114	9	ــابها	ــابها	NOUN
iajs-1031	114	10	بعـ	بعـ	VERB
iajs-1031	114	11	اِت	اِت	NUM
iajs-1031	114	12	الثانیــِة	الثانیــِة	NOUN
iajs-1031	114	13	والثالثـــِة	والثالثـــِة	NOUN
iajs-1031	114	14	،	،	NOUN
iajs-1031	114	15	التــي	التــي	PROPN
iajs-1031	115	1	یمكــن	یمكــن	PROPN
iajs-1031	115	2	حسـ	حسـ	PROPN
iajs-1031	115	3	اللحظــ	اللحظــ	PROPN
iajs-1031	115	4	ة	ة	ADP
iajs-1031	115	5	بقیـاس	بقیـاس	PROPN
iajs-1031	115	6	،	،	PROPN
iajs-1031	115	7	الصـور	الصـور	PROPN
iajs-1031	116	1	ذي	ذي	PROPN
iajs-1031	116	2	التـدرج	التـدرج	VERB
iajs-1031	116	3	الرمــادي	الرمــادي	NOUN
iajs-1031	116	4	وتقســیم	وتقســیم	ADV
iajs-1031	116	5	هـذه	هـذه	VERB
iajs-1031	116	6	الصــورة	الصــورة	PROPN
iajs-1031	116	7	،	،	PROPN
iajs-1031	116	8	)	)	PUNCT
iajs-1031	117	1	512	512	NUM
iajs-1031	117	2	*	*	PUNCT
iajs-1031	117	3	512(ثـم	512(ثـم	NUM
iajs-1031	117	4	تحجــیم	تحجــیم	PROPN
iajs-1031	117	5	الصـورة	الصـورة	PROPN
iajs-1031	117	6	وجعلهـا	وجعلهـا	PROPN
iajs-1031	117	7	ثابتــ	ثابتــ	PROPN
iajs-1031	117	8	512(التحویل	512(التحویل	NUM
iajs-1031	117	9	المـوجي	المـوجي	NOUN
iajs-1031	117	10	للصـورة	للصـورة	ADV
iajs-1031	117	11	ثم	ثم	ADP
iajs-1031	117	12	عمِل	عمِل	PROPN
iajs-1031	117	13	،	،	PROPN
iajs-1031	117	14	لكل	لكل	NOUN
iajs-1031	117	15	جزء	جزء	PROPN
iajs-1031	117	16	منها	منها	NOUN
iajs-1031	117	17	)	)	PUNCT
iajs-1031	117	18	256	256	NUM
iajs-1031	117	19	*	*	SYM
iajs-1031	117	20	256	256	NUM
iajs-1031	117	21	(	(	PUNCT
iajs-1031	117	22	على	على	PROPN
iajs-1031	117	23	اربعة	اربعة	NOUN
iajs-1031	117	24	اجزاء	اجزاء	PROPN
iajs-1031	117	25	متساویة	متساویة	VERB
iajs-1031	117	26	بقیاس	بقیاس	PROPN
iajs-1031	117	27	لغـرض	لغـرض	PROPN
iajs-1031	117	28	ضـغط	ضـغط	PROPN
iajs-1031	117	29	الصـورة	الصـورة	PROPN
iajs-1031	117	30	مـع	مـع	PROPN
iajs-1031	117	31	ازالـة	ازالـة	PROPN
iajs-1031	117	32	،	،	PROPN
iajs-1031	117	33	)	)	PUNCT
iajs-1031	118	1	256	256	NUM
iajs-1031	118	2	*	*	SYM
iajs-1031	118	3	256	256	NUM
iajs-1031	118	4	(	(	PUNCT
iajs-1031	118	5	التدرج	التدرج	NOUN
iajs-1031	118	6	الرمادي	الرمادي	NOUN
iajs-1031	118	7	و	و	PRON
iajs-1031	118	8	االجـزاء	االجـزاء	NOUN
iajs-1031	118	9	االربعـة	االربعـة	PROPN
iajs-1031	118	10	االخـرى	االخـرى	PROPN
iajs-1031	118	11	يذ	يذ	PROPN
iajs-1031	118	12	)	)	PUNCT
iajs-1031	118	13	512	512	NUM
iajs-1031	118	14	*	*	PUNCT
iajs-1031	118	15	الثالثة	الثالثة	PROPN
iajs-1031	118	16	وخزن	وخزن	PROPN
iajs-1031	118	17	النتیجِة	النتیجِة	PROPN
iajs-1031	118	18	لِبنـاء	لِبنـاء	VERB
iajs-1031	118	19	قاعـدِة	قاعـدِة	PROPN
iajs-1031	118	20	البیانـات	البیانـات	PROPN
iajs-1031	118	21	)	)	PUNCT
iajs-1031	119	1	ø	ø	PROPN
iajs-1031	119	2	(	(	PUNCT
iajs-1031	119	3	مشتقتها	مشتقتها	PROPN
iajs-1031	119	4	مع	مع	PROPN
iajs-1031	119	5	احتساب	احتساب	PROPN
iajs-1031	119	6	اللحظات	اللحظات	PROPN
iajs-1031	119	7	االولى	االولى	VERB
iajs-1031	119	8	و	و	PRON
iajs-1031	119	9	،	،	NOUN
iajs-1031	119	10	الضوضاء	الضوضاء	NOUN
iajs-1031	119	11	منها	منها	NOUN
iajs-1031	119	12	.للصوِر	.للصوِر	PUNCT
iajs-1031	120	1	األصلیِة	األصلیِة	NOUN
iajs-1031	120	2	لَتْقریر	لَتْقریر	ADP
iajs-1031	120	3	اصالة	اصالة	PROPN
iajs-1031	120	4	هذه	هذه	PROPN
iajs-1031	120	5	الصور	الصور	PROPN
iajs-1031	120	6	عند	عند	PROPN
iajs-1031	120	7	مقارنتها	مقارنتها	PROPN
iajs-1031	121	1	مع	مع	PROPN
iajs-1031	121	2	صور	صور	PROPN
iajs-1031	121	3	اخرى	اخرى	PROPN
iajs-1031	121	4	حیث	حیث	PROPN
iajs-1031	121	5	تبین	تبین	NOUN
iajs-1031	121	6	ان	ان	PROPN
iajs-1031	121	7	عملیة	عملیة	PROPN
iajs-1031	121	8	المقارنة	المقارنة	PROPN
iajs-1031	121	9	بین	بین	PROPN
iajs-1031	121	10	الصور	الصور	PROPN
iajs-1031	121	11	الرقمیة	الرقمیة	PROPN
iajs-1031	121	12	تكون	تكون	VERB
iajs-1031	121	13	صعبة	صعبة	PROPN
iajs-1031	121	14	وتاخذ	وتاخذ	PROPN
iajs-1031	121	15	وقتا	وقتا	PROPN
iajs-1031	121	16	كبیرا	كبیرا	PROPN
iajs-1031	121	17	نتیجة	نتیجة	PROPN
iajs-1031	121	18	لكمیة	لكمیة	PROPN
iajs-1031	121	19	البیانات	البیانات	PROPN
iajs-1031	122	1	التي	التي	PROPN
iajs-1031	122	2	تعمل	تعمل	VERB
iajs-1031	122	3	ة	ة	DET
iajs-1031	122	4	تعتمـد	تعتمـد	PROPN
iajs-1031	122	5	علـى	علـى	PROPN
iajs-1031	122	6	قـیم	قـیم	PROPN
iajs-1031	122	7	علیها	علیها	PROPN
iajs-1031	122	8	عملیة	عملیة	PROPN
iajs-1031	122	9	المقارنة	المقارنة	PROPN
iajs-1031	122	10	ولكن	ولكن	PROPN
iajs-1031	122	11	باسـتخدام	باسـتخدام	PROPN
iajs-1031	122	12	هـذه	هـذه	PROPN
iajs-1031	122	13	الخوارزمیـة	الخوارزمیـة	PROPN
iajs-1031	122	14	اصـبحت	اصـبحت	PROPN
iajs-1031	122	15	العملیـة	العملیـة	PROPN
iajs-1031	122	16	اسـرع	اسـرع	PROPN
iajs-1031	122	17	وادق	وادق	PROPN
iajs-1031	122	18	الن	الن	PROPN
iajs-1031	123	1	المقارنـ	المقارنـ	NOUN
iajs-1031	123	2	ة	ة	DET
iajs-1031	123	3	وكمـا	وكمـا	NOUN
iajs-1031	123	4	مبـین	مبـین	VERB
iajs-1031	123	5	فــي	فــي	PRON
iajs-1031	123	6	اللحظـات	اللحظـات	PROPN
iajs-1031	123	7	بعـد	بعـد	NOUN
iajs-1031	123	8	ضـغط	ضـغط	PROPN
iajs-1031	123	9	الصـورة	الصـورة	PROPN
iajs-1031	123	10	باسـتخدام	باسـتخدام	PROPN
iajs-1031	123	11	مربـع	مربـع	PROPN
iajs-1031	123	12	معـدل	معـدل	PROPN
iajs-1031	123	13	الخطـأ	الخطـأ	PROPN
iajs-1031	123	14	لتحد	لتحد	PROPN
iajs-1031	123	15	یـد	یـد	PROPN
iajs-1031	123	16	اقـل	اقـل	PROPN
iajs-1031	123	17	نسـبة	نسـبة	PROPN
iajs-1031	123	18	االخطـاء	االخطـاء	VERB
iajs-1031	123	19	المقبولـ	المقبولـ	ADV
iajs-1031	123	20	)	)	PUNCT
iajs-1031	123	21	.2و	.2و	PUNCT
iajs-1031	124	1	1(الجدولین	1(الجدولین	PRON
iajs-1031	124	2	ihjpas	ihjpa	VERB