id	sid	tid	token	lemma	pos
cana-1229	1	1	communications	communication	NOUN
cana-1229	1	2	on	on	ADP
cana-1229	1	3	applied	apply	VERB
cana-1229	1	4	nonlinear	nonlinear	ADJ
cana-1229	1	5	analysis	analysis	NOUN
cana-1229	1	6	issn	issn	NOUN
cana-1229	1	7	:	:	PUNCT
cana-1229	1	8	1074	1074	NUM
cana-1229	1	9	-	-	PUNCT
cana-1229	1	10	133x	133x	NUM
cana-1229	1	11	vol	vol	NOUN
cana-1229	1	12	31	31	NUM
cana-1229	1	13	no	no	NOUN
cana-1229	1	14	.	.	PUNCT
cana-1229	2	1	6s	6s	NUM
cana-1229	2	2	(	(	PUNCT
cana-1229	2	3	2024	2024	NUM
cana-1229	2	4	)	)	PUNCT
cana-1229	2	5	367	367	NUM
cana-1229	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1229	2	7	multilingual	multilingual	ADJ
cana-1229	2	8	handwritten	handwritten	ADJ
cana-1229	2	9	recognition	recognition	NOUN
cana-1229	2	10	using	use	VERB
cana-1229	2	11	dnn	dnn	PROPN
cana-1229	2	12	thenarasi	thenarasi	PROPN
cana-1229	2	13	v1	v1	PROPN
cana-1229	2	14	,	,	PUNCT
cana-1229	2	15	sharath	sharath	PROPN
cana-1229	2	16	kumar	kumar	PROPN
cana-1229	2	17	y	y	PROPN
cana-1229	2	18	h2	h2	PROPN
cana-1229	3	1	1,2government	1,2government	NUM
cana-1229	3	2	first	first	ADJ
cana-1229	3	3	grade	grade	NOUN
cana-1229	3	4	college	college	PROPN
cana-1229	3	5	siddhartha	siddhartha	PROPN
cana-1229	3	6	layout	layout	PROPN
cana-1229	3	7	mysore	mysore	PROPN
cana-1229	3	8	-570011	-570011	PROPN
cana-1229	3	9	department	department	PROPN
cana-1229	3	10	of	of	ADP
cana-1229	3	11	ise	ise	PROPN
cana-1229	3	12	,	,	PUNCT
cana-1229	3	13	mitmysore	mitmysore	ADJ
cana-1229	3	14	article	article	NOUN
cana-1229	3	15	history	history	NOUN
cana-1229	3	16	:	:	PUNCT
cana-1229	3	17	received	receive	VERB
cana-1229	3	18	:	:	PUNCT
cana-1229	3	19	15	15	NUM
cana-1229	3	20	-	-	SYM
cana-1229	3	21	06	06	NUM
cana-1229	3	22	-	-	PUNCT
cana-1229	3	23	2024	2024	NUM
cana-1229	3	24	revised	revise	VERB
cana-1229	3	25	:	:	PUNCT
cana-1229	3	26	13	13	NUM
cana-1229	3	27	-	-	SYM
cana-1229	3	28	07	07	NUM
cana-1229	3	29	-	-	PUNCT
cana-1229	3	30	2024	2024	NUM
cana-1229	3	31	accepted	accept	VERB
cana-1229	3	32	:	:	PUNCT
cana-1229	3	33	04	04	NUM
cana-1229	3	34	-	-	SYM
cana-1229	3	35	08	08	NUM
cana-1229	3	36	-	-	PUNCT
cana-1229	3	37	2024	2024	NUM
cana-1229	3	38	abstract	abstract	NOUN
cana-1229	3	39	:	:	PUNCT
cana-1229	3	40	handwriting	handwriting	NOUN
cana-1229	3	41	has	have	AUX
cana-1229	3	42	continued	continue	VERB
cana-1229	3	43	to	to	PART
cana-1229	3	44	persist	persist	VERB
cana-1229	3	45	as	as	ADP
cana-1229	3	46	a	a	DET
cana-1229	3	47	means	means	NOUN
cana-1229	3	48	of	of	ADP
cana-1229	3	49	communication	communication	NOUN
cana-1229	3	50	and	and	CCONJ
cana-1229	3	51	recording	record	VERB
cana-1229	3	52	information	information	NOUN
cana-1229	3	53	in	in	ADP
cana-1229	3	54	day	day	NOUN
cana-1229	3	55	-	-	PUNCT
cana-1229	3	56	to	to	ADP
cana-1229	3	57	-	-	PUNCT
cana-1229	3	58	day	day	NOUN
cana-1229	3	59	life	life	NOUN
cana-1229	3	60	even	even	ADV
cana-1229	3	61	with	with	ADP
cana-1229	3	62	the	the	DET
cana-1229	3	63	introduction	introduction	NOUN
cana-1229	3	64	of	of	ADP
cana-1229	3	65	new	new	ADJ
cana-1229	3	66	technologies	technology	NOUN
cana-1229	3	67	.	.	PUNCT
cana-1229	4	1	given	give	VERB
cana-1229	4	2	its	its	PRON
cana-1229	4	3	ubiquity	ubiquity	NOUN
cana-1229	4	4	in	in	ADP
cana-1229	4	5	human	human	ADJ
cana-1229	4	6	transactions	transaction	NOUN
cana-1229	4	7	,	,	PUNCT
cana-1229	4	8	machine	machine	NOUN
cana-1229	4	9	recognition	recognition	NOUN
cana-1229	4	10	of	of	ADP
cana-1229	4	11	handwriting	handwriting	NOUN
cana-1229	4	12	has	have	VERB
cana-1229	4	13	practical	practical	ADJ
cana-1229	4	14	significance	significance	NOUN
cana-1229	4	15	,	,	PUNCT
cana-1229	4	16	as	as	ADP
cana-1229	4	17	in	in	ADP
cana-1229	4	18	reading	read	VERB
cana-1229	4	19	handwritten	handwritten	ADJ
cana-1229	4	20	notes	note	NOUN
cana-1229	4	21	in	in	ADP
cana-1229	4	22	a	a	DET
cana-1229	4	23	personal	personal	ADJ
cana-1229	4	24	digital	digital	ADJ
cana-1229	4	25	assistant	assistant	NOUN
cana-1229	4	26	(	(	PUNCT
cana-1229	4	27	pda	pda	NOUN
cana-1229	4	28	)	)	PUNCT
cana-1229	4	29	,	,	PUNCT
cana-1229	4	30	in	in	ADP
cana-1229	4	31	postal	postal	ADJ
cana-1229	4	32	addresses	address	NOUN
cana-1229	4	33	on	on	ADP
cana-1229	4	34	envelopes	envelope	NOUN
cana-1229	4	35	,	,	PUNCT
cana-1229	4	36	in	in	ADP
cana-1229	4	37	amounts	amount	NOUN
cana-1229	4	38	in	in	ADP
cana-1229	4	39	bank	bank	NOUN
cana-1229	4	40	cheques	cheque	NOUN
cana-1229	4	41	,	,	PUNCT
cana-1229	4	42	in	in	ADP
cana-1229	4	43	handwritten	handwritten	ADJ
cana-1229	4	44	fields	field	NOUN
cana-1229	4	45	in	in	ADP
cana-1229	4	46	forms	form	NOUN
cana-1229	4	47	,	,	PUNCT
cana-1229	4	48	etc	etc	X
cana-1229	4	49	.	.	X
cana-1229	5	1	however	however	ADV
cana-1229	5	2	the	the	DET
cana-1229	5	3	script	script	NOUN
cana-1229	5	4	-	-	PUNCT
cana-1229	5	5	independent	independent	ADJ
cana-1229	5	6	methodology	methodology	NOUN
cana-1229	5	7	for	for	ADP
cana-1229	5	8	multilingual	multilingual	ADJ
cana-1229	5	9	offline	offline	ADJ
cana-1229	5	10	handwriting	handwriting	NOUN
cana-1229	5	11	recognition	recognition	NOUN
cana-1229	5	12	(	(	PUNCT
cana-1229	5	13	ohr	ohr	PROPN
cana-1229	5	14	)	)	PUNCT
cana-1229	5	15	becomes	become	VERB
cana-1229	5	16	a	a	DET
cana-1229	5	17	very	very	ADV
cana-1229	5	18	difficult	difficult	ADJ
cana-1229	5	19	task	task	NOUN
cana-1229	5	20	,	,	PUNCT
cana-1229	5	21	since	since	SCONJ
cana-1229	5	22	the	the	DET
cana-1229	5	23	multilingual	multilingual	ADJ
cana-1229	5	24	methods	method	NOUN
cana-1229	5	25	have	have	VERB
cana-1229	5	26	different	different	ADJ
cana-1229	5	27	characters	character	NOUN
cana-1229	5	28	and	and	CCONJ
cana-1229	5	29	words	word	NOUN
cana-1229	5	30	.	.	PUNCT
cana-1229	6	1	prediction	prediction	NOUN
cana-1229	6	2	of	of	ADP
cana-1229	6	3	script	script	NOUN
cana-1229	6	4	-	-	PUNCT
cana-1229	6	5	independent	independent	ADJ
cana-1229	6	6	methodology	methodology	NOUN
cana-1229	6	7	reduces	reduce	VERB
cana-1229	6	8	accuracy	accuracy	NOUN
cana-1229	6	9	rate	rate	NOUN
cana-1229	6	10	of	of	ADP
cana-1229	6	11	the	the	DET
cana-1229	6	12	ohr	ohr	PROPN
cana-1229	6	13	method	method	NOUN
cana-1229	6	14	.	.	PUNCT
cana-1229	7	1	to	to	PART
cana-1229	7	2	overcome	overcome	VERB
cana-1229	7	3	this	this	DET
cana-1229	7	4	problem	problem	NOUN
cana-1229	7	5	,	,	PUNCT
cana-1229	7	6	new	new	ADJ
cana-1229	7	7	ohr	ohr	PROPN
cana-1229	7	8	of	of	ADP
cana-1229	7	9	tamil	tamil	PROPN
cana-1229	7	10	and	and	CCONJ
cana-1229	7	11	english	english	PROPN
cana-1229	7	12	is	be	AUX
cana-1229	7	13	transduced	transduce	VERB
cana-1229	7	14	into	into	ADP
cana-1229	7	15	electronic	electronic	ADJ
cana-1229	7	16	data	datum	NOUN
cana-1229	7	17	.	.	PUNCT
cana-1229	8	1	it	it	PRON
cana-1229	8	2	majorly	majorly	ADV
cana-1229	8	3	focuses	focus	VERB
cana-1229	8	4	on	on	ADP
cana-1229	8	5	the	the	DET
cana-1229	8	6	removal	removal	NOUN
cana-1229	8	7	of	of	ADP
cana-1229	8	8	noises	noise	NOUN
cana-1229	8	9	and	and	CCONJ
cana-1229	8	10	word	word	NOUN
cana-1229	8	11	,	,	PUNCT
cana-1229	8	12	character	character	NOUN
cana-1229	8	13	segmentation	segmentation	NOUN
cana-1229	8	14	methods	method	NOUN
cana-1229	8	15	with	with	ADP
cana-1229	8	16	higher	high	ADJ
cana-1229	8	17	recognition	recognition	NOUN
cana-1229	8	18	rate	rate	NOUN
cana-1229	8	19	.	.	PUNCT
cana-1229	9	1	the	the	DET
cana-1229	9	2	images	image	NOUN
cana-1229	9	3	which	which	PRON
cana-1229	9	4	are	be	AUX
cana-1229	9	5	scanned	scan	VERB
cana-1229	9	6	may	may	AUX
cana-1229	9	7	also	also	ADV
cana-1229	9	8	contain	contain	VERB
cana-1229	9	9	noises	noise	NOUN
cana-1229	9	10	.	.	PUNCT
cana-1229	10	1	image	image	NOUN
cana-1229	10	2	denoising	denoising	NOUN
cana-1229	10	3	steps	step	NOUN
cana-1229	10	4	consists	consist	VERB
cana-1229	10	5	of	of	ADP
cana-1229	10	6	binarization	binarization	NOUN
cana-1229	10	7	,	,	PUNCT
cana-1229	10	8	noise	noise	NOUN
cana-1229	10	9	elimination	elimination	NOUN
cana-1229	10	10	,	,	PUNCT
cana-1229	10	11	and	and	CCONJ
cana-1229	10	12	size	size	NOUN
cana-1229	10	13	normalization	normalization	NOUN
cana-1229	10	14	.	.	PUNCT
cana-1229	11	1	words	word	NOUN
cana-1229	11	2	and	and	CCONJ
cana-1229	11	3	characters	character	NOUN
cana-1229	11	4	segmentation	segmentation	NOUN
cana-1229	11	5	are	be	AUX
cana-1229	11	6	performed	perform	VERB
cana-1229	11	7	by	by	ADP
cana-1229	11	8	using	use	VERB
cana-1229	11	9	particle	particle	NOUN
cana-1229	11	10	swarm	swarm	NOUN
cana-1229	11	11	optimization	optimization	NOUN
cana-1229	11	12	(	(	PUNCT
cana-1229	11	13	pso	pso	NOUN
cana-1229	11	14	)	)	PUNCT
cana-1229	11	15	algorithm	algorithm	NOUN
cana-1229	11	16	.	.	PUNCT
cana-1229	12	1	then	then	ADV
cana-1229	12	2	those	those	DET
cana-1229	12	3	segmented	segment	VERB
cana-1229	12	4	samples	sample	NOUN
cana-1229	12	5	are	be	AUX
cana-1229	12	6	used	use	VERB
cana-1229	12	7	for	for	ADP
cana-1229	12	8	the	the	DET
cana-1229	12	9	next	next	ADJ
cana-1229	12	10	step	step	NOUN
cana-1229	12	11	which	which	PRON
cana-1229	12	12	is	be	AUX
cana-1229	12	13	feature	feature	NOUN
cana-1229	12	14	extraction	extraction	NOUN
cana-1229	12	15	.	.	PUNCT
cana-1229	13	1	finally	finally	ADV
cana-1229	13	2	,	,	PUNCT
cana-1229	13	3	word	word	NOUN
cana-1229	13	4	recognition	recognition	NOUN
cana-1229	13	5	is	be	AUX
cana-1229	13	6	performed	perform	VERB
cana-1229	13	7	by	by	ADP
cana-1229	13	8	using	use	VERB
cana-1229	13	9	the	the	DET
cana-1229	13	10	deep	deep	ADJ
cana-1229	13	11	neural	neural	ADJ
cana-1229	13	12	network	network	NOUN
cana-1229	13	13	classifier	classifier	NOUN
cana-1229	13	14	.	.	PUNCT
cana-1229	14	1	keywords	keyword	NOUN
cana-1229	14	2	:	:	PUNCT
cana-1229	14	3	pso	pso	NOUN
cana-1229	14	4	,	,	PUNCT
cana-1229	14	5	dnn	dnn	PROPN
cana-1229	14	6	,	,	PUNCT
cana-1229	14	7	ohr	ohr	PROPN
cana-1229	14	8	,	,	PUNCT
cana-1229	14	9	pda	pda	NOUN
cana-1229	14	10	.	.	PROPN
cana-1229	14	11	1	1	NUM
cana-1229	14	12	.	.	X
cana-1229	14	13	introduction	introduction	NOUN
cana-1229	14	14	in	in	ADP
cana-1229	14	15	the	the	DET
cana-1229	14	16	context	context	NOUN
cana-1229	14	17	of	of	ADP
cana-1229	14	18	our	our	PRON
cana-1229	14	19	country	country	NOUN
cana-1229	14	20	,	,	PUNCT
cana-1229	14	21	script	script	NOUN
cana-1229	14	22	recognition	recognition	NOUN
cana-1229	14	23	is	be	AUX
cana-1229	14	24	an	an	DET
cana-1229	14	25	important	important	ADJ
cana-1229	14	26	task	task	NOUN
cana-1229	14	27	because	because	SCONJ
cana-1229	14	28	more	more	ADJ
cana-1229	14	29	number	number	NOUN
cana-1229	14	30	of	of	ADP
cana-1229	14	31	prevailing	prevail	VERB
cana-1229	14	32	scripts	script	NOUN
cana-1229	14	33	and	and	CCONJ
cana-1229	14	34	many	many	ADJ
cana-1229	14	35	of	of	ADP
cana-1229	14	36	the	the	DET
cana-1229	14	37	official	official	ADJ
cana-1229	14	38	documents	document	NOUN
cana-1229	14	39	are	be	AUX
cana-1229	14	40	found	find	VERB
cana-1229	14	41	in	in	ADP
cana-1229	14	42	single	single	ADJ
cana-1229	14	43	scripts	script	NOUN
cana-1229	14	44	as	as	ADV
cana-1229	14	45	well	well	ADV
cana-1229	14	46	as	as	ADP
cana-1229	14	47	in	in	ADP
cana-1229	14	48	multi	multi	NOUN
cana-1229	14	49	-	-	NOUN
cana-1229	14	50	scripts	script	NOUN
cana-1229	14	51	in	in	ADP
cana-1229	14	52	nature	nature	NOUN
cana-1229	14	53	.	.	PUNCT
cana-1229	15	1	english	english	PROPN
cana-1229	15	2	is	be	AUX
cana-1229	15	3	being	be	AUX
cana-1229	15	4	commonly	commonly	ADV
cana-1229	15	5	used	use	VERB
cana-1229	15	6	along	along	ADP
cana-1229	15	7	with	with	ADP
cana-1229	15	8	regional	regional	ADJ
cana-1229	15	9	script	script	NOUN
cana-1229	15	10	.	.	PUNCT
cana-1229	16	1	hence	hence	ADV
cana-1229	16	2	,	,	PUNCT
cana-1229	16	3	it	it	PRON
cana-1229	16	4	is	be	AUX
cana-1229	16	5	pre	pre	ADJ
cana-1229	16	6	-	-	ADJ
cana-1229	16	7	requisite	requisite	ADJ
cana-1229	16	8	to	to	PART
cana-1229	16	9	identify	identify	VERB
cana-1229	16	10	the	the	DET
cana-1229	16	11	script	script	NOUN
cana-1229	16	12	in	in	ADP
cana-1229	16	13	the	the	DET
cana-1229	16	14	document	document	NOUN
cana-1229	16	15	and	and	CCONJ
cana-1229	16	16	then	then	ADV
cana-1229	16	17	feed	feed	VERB
cana-1229	16	18	the	the	DET
cana-1229	16	19	document	document	NOUN
cana-1229	16	20	to	to	ADP
cana-1229	16	21	respective	respective	ADJ
cana-1229	16	22	ocr	ocr	NOUN
cana-1229	16	23	for	for	ADP
cana-1229	16	24	further	further	ADJ
cana-1229	16	25	processing	processing	NOUN
cana-1229	16	26	.	.	PUNCT
cana-1229	17	1	in	in	ADP
cana-1229	17	2	computerized	computerized	ADJ
cana-1229	17	3	processing	processing	NOUN
cana-1229	17	4	of	of	ADP
cana-1229	17	5	handwritten	handwritten	ADJ
cana-1229	17	6	or	or	CCONJ
cana-1229	17	7	printed	print	VERB
cana-1229	17	8	document	document	NOUN
cana-1229	17	9	images	image	NOUN
cana-1229	17	10	,	,	PUNCT
cana-1229	17	11	where	where	SCONJ
cana-1229	17	12	many	many	ADJ
cana-1229	17	13	documents	document	NOUN
cana-1229	17	14	are	be	AUX
cana-1229	17	15	multi	multi	ADJ
cana-1229	17	16	-	-	ADJ
cana-1229	17	17	script	script	NOUN
cana-1229	17	18	in	in	ADP
cana-1229	17	19	nature	nature	NOUN
cana-1229	17	20	.	.	PUNCT
cana-1229	18	1	script	script	NOUN
cana-1229	18	2	identification	identification	NOUN
cana-1229	18	3	plays	play	VERB
cana-1229	18	4	a	a	DET
cana-1229	18	5	significant	significant	ADJ
cana-1229	18	6	role	role	NOUN
cana-1229	18	7	as	as	ADP
cana-1229	18	8	prerequisite	prerequisite	NOUN
cana-1229	18	9	to	to	ADP
cana-1229	18	10	ocr	ocr	ADJ
cana-1229	18	11	system	system	NOUN
cana-1229	18	12	.	.	PUNCT
cana-1229	19	1	in	in	ADP
cana-1229	19	2	script	script	NOUN
cana-1229	19	3	identification	identification	NOUN
cana-1229	19	4	,	,	PUNCT
cana-1229	19	5	the	the	DET
cana-1229	19	6	document	document	NOUN
cana-1229	19	7	is	be	AUX
cana-1229	19	8	subjected	subject	VERB
cana-1229	19	9	to	to	ADP
cana-1229	19	10	analysis	analysis	NOUN
cana-1229	19	11	for	for	ADP
cana-1229	19	12	identifying	identify	VERB
cana-1229	19	13	the	the	DET
cana-1229	19	14	script	script	NOUN
cana-1229	19	15	type	type	NOUN
cana-1229	19	16	of	of	ADP
cana-1229	19	17	the	the	DET
cana-1229	19	18	text	text	NOUN
cana-1229	19	19	in	in	ADP
cana-1229	19	20	image	image	NOUN
cana-1229	19	21	.	.	PUNCT
cana-1229	20	1	a	a	DET
cana-1229	20	2	document	document	NOUN
cana-1229	20	3	containing	contain	VERB
cana-1229	20	4	text	text	NOUN
cana-1229	20	5	information	information	NOUN
cana-1229	20	6	in	in	ADP
cana-1229	20	7	more	more	ADJ
cana-1229	20	8	than	than	ADP
cana-1229	20	9	one	one	NUM
cana-1229	20	10	script	script	NOUN
cana-1229	20	11	is	be	AUX
cana-1229	20	12	called	call	VERB
cana-1229	20	13	a	a	DET
cana-1229	20	14	multi	multi	ADJ
cana-1229	20	15	-	-	ADJ
cana-1229	20	16	script	script	ADJ
cana-1229	20	17	document	document	NOUN
cana-1229	20	18	.	.	PUNCT
cana-1229	21	1	in	in	ADP
cana-1229	21	2	many	many	ADJ
cana-1229	21	3	countries	country	NOUN
cana-1229	21	4	,	,	PUNCT
cana-1229	21	5	it	it	PRON
cana-1229	21	6	is	be	AUX
cana-1229	21	7	common	common	ADJ
cana-1229	21	8	to	to	PART
cana-1229	21	9	communicate	communicate	VERB
cana-1229	21	10	in	in	ADP
cana-1229	21	11	different	different	ADJ
cana-1229	21	12	languages	language	NOUN
cana-1229	21	13	and	and	CCONJ
cana-1229	21	14	that	that	SCONJ
cana-1229	21	15	many	many	ADJ
cana-1229	21	16	documents	document	NOUN
cana-1229	21	17	are	be	AUX
cana-1229	21	18	multilingual	multilingual	ADJ
cana-1229	21	19	or	or	CCONJ
cana-1229	21	20	multi	multi	ADJ
cana-1229	21	21	-	-	NOUN
cana-1229	21	22	script	script	NOUN
cana-1229	21	23	.	.	PUNCT
cana-1229	22	1	2	2	X
cana-1229	22	2	.	.	NUM
cana-1229	22	3	related	relate	VERB
cana-1229	22	4	work	work	NOUN
cana-1229	22	5	research	research	NOUN
cana-1229	22	6	in	in	ADP
cana-1229	22	7	script	script	NOUN
cana-1229	22	8	identification	identification	NOUN
cana-1229	22	9	is	be	AUX
cana-1229	22	10	not	not	PART
cana-1229	22	11	a	a	DET
cana-1229	22	12	new	new	ADJ
cana-1229	22	13	one	one	NUM
cana-1229	22	14	.	.	PUNCT
cana-1229	23	1	past	past	ADP
cana-1229	23	2	many	many	ADJ
cana-1229	23	3	years	year	NOUN
cana-1229	23	4	,	,	PUNCT
cana-1229	23	5	methods	method	NOUN
cana-1229	23	6	have	have	AUX
cana-1229	23	7	been	be	AUX
cana-1229	23	8	proposed	propose	VERB
cana-1229	23	9	for	for	ADP
cana-1229	23	10	script	script	NOUN
cana-1229	23	11	identification	identification	NOUN
cana-1229	23	12	from	from	ADP
cana-1229	23	13	scanned	scan	VERB
cana-1229	23	14	document	document	NOUN
cana-1229	23	15	images	image	NOUN
cana-1229	23	16	.	.	PUNCT
cana-1229	24	1	more	more	ADJ
cana-1229	24	2	research	research	NOUN
cana-1229	24	3	is	be	AUX
cana-1229	24	4	done	do	VERB
cana-1229	24	5	in	in	ADP
cana-1229	24	6	identification	identification	NOUN
cana-1229	24	7	of	of	ADP
cana-1229	24	8	script	script	NOUN
cana-1229	24	9	from	from	ADP
cana-1229	24	10	printed	print	VERB
cana-1229	24	11	documents	document	NOUN
cana-1229	24	12	compared	compare	VERB
cana-1229	24	13	to	to	ADP
cana-1229	24	14	research	research	NOUN
cana-1229	24	15	in	in	ADP
cana-1229	24	16	script	script	NOUN
cana-1229	24	17	identification	identification	NOUN
cana-1229	24	18	from	from	ADP
cana-1229	24	19	handwritten	handwritten	ADJ
cana-1229	24	20	documents	document	NOUN
cana-1229	24	21	.	.	PUNCT
cana-1229	25	1	handwritten	handwritten	ADJ
cana-1229	25	2	documents	document	NOUN
cana-1229	25	3	are	be	AUX
cana-1229	25	4	common	common	ADJ
cana-1229	25	5	in	in	ADP
cana-1229	25	6	developing	develop	VERB
cana-1229	25	7	countries	country	NOUN
cana-1229	25	8	like	like	ADP
cana-1229	25	9	india	india	PROPN
cana-1229	25	10	.	.	PUNCT
cana-1229	26	1	moreover	moreover	ADV
cana-1229	26	2	,	,	PUNCT
cana-1229	26	3	many	many	ADJ
cana-1229	26	4	scripts	script	NOUN
cana-1229	26	5	are	be	AUX
cana-1229	26	6	communications	communication	NOUN
cana-1229	26	7	on	on	ADP
cana-1229	26	8	applied	apply	VERB
cana-1229	26	9	nonlinear	nonlinear	ADJ
cana-1229	26	10	analysis	analysis	NOUN
cana-1229	26	11	issn	issn	NOUN
cana-1229	26	12	:	:	PUNCT
cana-1229	26	13	1074	1074	NUM
cana-1229	26	14	-	-	PUNCT
cana-1229	26	15	133x	133x	NUM
cana-1229	26	16	vol	vol	NOUN
cana-1229	26	17	31	31	NUM
cana-1229	26	18	no	no	NOUN
cana-1229	26	19	.	.	PUNCT
cana-1229	27	1	6s	6s	NUM
cana-1229	27	2	(	(	PUNCT
cana-1229	27	3	2024	2024	NUM
cana-1229	27	4	)	)	PUNCT
cana-1229	27	5	368	368	NUM
cana-1229	27	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-1229	27	7	used	use	VERB
cana-1229	27	8	in	in	ADP
cana-1229	27	9	india	india	PROPN
cana-1229	27	10	compared	compare	VERB
cana-1229	27	11	to	to	ADP
cana-1229	27	12	any	any	DET
cana-1229	27	13	other	other	ADJ
cana-1229	27	14	country	country	NOUN
cana-1229	27	15	in	in	ADP
cana-1229	27	16	the	the	DET
cana-1229	27	17	world	world	NOUN
cana-1229	28	1	[	[	X
cana-1229	28	2	1	1	NUM
cana-1229	28	3	]	]	PUNCT
cana-1229	28	4	.	.	PUNCT
cana-1229	28	5	given	give	VERB
cana-1229	28	6	a	a	DET
cana-1229	28	7	document	document	NOUN
cana-1229	28	8	image	image	NOUN
cana-1229	28	9	,	,	PUNCT
cana-1229	28	10	script	script	NOUN
cana-1229	28	11	identification	identification	NOUN
cana-1229	28	12	task	task	NOUN
cana-1229	28	13	can	can	AUX
cana-1229	28	14	be	be	AUX
cana-1229	28	15	carried	carry	VERB
cana-1229	28	16	out	out	ADP
cana-1229	28	17	at	at	ADP
cana-1229	28	18	line	line	NOUN
cana-1229	28	19	level	level	NOUN
cana-1229	28	20	,	,	PUNCT
cana-1229	28	21	word	word	NOUN
cana-1229	28	22	level	level	NOUN
cana-1229	28	23	and	and	CCONJ
cana-1229	28	24	block	block	NOUN
cana-1229	28	25	level	level	NOUN
cana-1229	28	26	.	.	PUNCT
cana-1229	29	1	block	block	NOUN
cana-1229	29	2	level	level	NOUN
cana-1229	29	3	script	script	NOUN
cana-1229	29	4	identification	identification	NOUN
cana-1229	29	5	identifies	identify	VERB
cana-1229	29	6	the	the	DET
cana-1229	29	7	script	script	NOUN
cana-1229	29	8	of	of	ADP
cana-1229	29	9	the	the	DET
cana-1229	29	10	given	give	VERB
cana-1229	29	11	document	document	NOUN
cana-1229	29	12	in	in	ADP
cana-1229	29	13	a	a	DET
cana-1229	29	14	mixture	mixture	NOUN
cana-1229	29	15	of	of	ADP
cana-1229	29	16	various	various	ADJ
cana-1229	29	17	script	script	NOUN
cana-1229	29	18	documents	document	NOUN
cana-1229	29	19	.	.	PUNCT
cana-1229	30	1	if	if	SCONJ
cana-1229	30	2	document	document	NOUN
cana-1229	30	3	appears	appear	VERB
cana-1229	30	4	in	in	ADP
cana-1229	30	5	single	single	ADJ
cana-1229	30	6	script	script	NOUN
cana-1229	30	7	,	,	PUNCT
cana-1229	30	8	a	a	DET
cana-1229	30	9	block	block	NOUN
cana-1229	30	10	of	of	ADP
cana-1229	30	11	the	the	DET
cana-1229	30	12	document	document	NOUN
cana-1229	30	13	is	be	AUX
cana-1229	30	14	sufficient	sufficient	ADJ
cana-1229	30	15	to	to	PART
cana-1229	30	16	identify	identify	VERB
cana-1229	30	17	the	the	DET
cana-1229	30	18	script	script	NOUN
cana-1229	30	19	type	type	NOUN
cana-1229	30	20	[	[	X
cana-1229	30	21	2	2	NUM
cana-1229	30	22	]	]	PUNCT
cana-1229	30	23	.	.	PUNCT
cana-1229	31	1	hence	hence	ADV
cana-1229	31	2	,	,	PUNCT
cana-1229	31	3	input	input	NOUN
cana-1229	31	4	document	document	NOUN
cana-1229	31	5	to	to	ADP
cana-1229	31	6	the	the	DET
cana-1229	31	7	block	block	NOUN
cana-1229	31	8	level	level	NOUN
cana-1229	31	9	identification	identification	NOUN
cana-1229	31	10	is	be	AUX
cana-1229	31	11	a	a	DET
cana-1229	31	12	mono	mono	NOUN
cana-1229	31	13	script	script	NOUN
cana-1229	31	14	document	document	NOUN
cana-1229	31	15	.	.	PUNCT
cana-1229	32	1	in	in	ADP
cana-1229	32	2	case	case	NOUN
cana-1229	32	3	of	of	ADP
cana-1229	32	4	multiscript	multiscript	ADJ
cana-1229	32	5	document	document	NOUN
cana-1229	32	6	,	,	PUNCT
cana-1229	32	7	line	line	NOUN
cana-1229	32	8	level	level	NOUN
cana-1229	32	9	or	or	CCONJ
cana-1229	32	10	word	word	NOUN
cana-1229	32	11	level	level	NOUN
cana-1229	32	12	identification	identification	NOUN
cana-1229	32	13	is	be	AUX
cana-1229	32	14	preferred	prefer	VERB
cana-1229	32	15	.	.	PUNCT
cana-1229	33	1	many	many	ADJ
cana-1229	33	2	of	of	ADP
cana-1229	33	3	the	the	DET
cana-1229	33	4	reported	report	VERB
cana-1229	33	5	studies	study	NOUN
cana-1229	33	6	in	in	ADP
cana-1229	33	7	the	the	DET
cana-1229	33	8	literature	literature	NOUN
cana-1229	33	9	accomplish	accomplish	PROPN
cana-1229	33	10	script	script	NOUN
cana-1229	33	11	recognition	recognition	NOUN
cana-1229	33	12	either	either	CCONJ
cana-1229	33	13	at	at	ADP
cana-1229	33	14	the	the	DET
cana-1229	33	15	line	line	NOUN
cana-1229	33	16	level	level	NOUN
cana-1229	33	17	or	or	CCONJ
cana-1229	33	18	at	at	ADP
cana-1229	33	19	the	the	DET
cana-1229	33	20	word	word	NOUN
cana-1229	33	21	level	level	NOUN
cana-1229	33	22	.	.	PUNCT
cana-1229	34	1	in	in	ADP
cana-1229	34	2	line	line	NOUN
cana-1229	34	3	based	base	VERB
cana-1229	34	4	script	script	NOUN
cana-1229	34	5	identification	identification	NOUN
cana-1229	34	6	,	,	PUNCT
cana-1229	34	7	a	a	DET
cana-1229	34	8	document	document	NOUN
cana-1229	34	9	image	image	NOUN
cana-1229	34	10	can	can	AUX
cana-1229	34	11	contain	contain	VERB
cana-1229	34	12	more	more	ADJ
cana-1229	34	13	than	than	ADP
cana-1229	34	14	one	one	NUM
cana-1229	34	15	script	script	NOUN
cana-1229	34	16	but	but	CCONJ
cana-1229	34	17	it	it	PRON
cana-1229	34	18	requires	require	VERB
cana-1229	34	19	the	the	DET
cana-1229	34	20	same	same	ADJ
cana-1229	34	21	script	script	NOUN
cana-1229	34	22	on	on	ADP
cana-1229	34	23	a	a	DET
cana-1229	34	24	single	single	ADJ
cana-1229	34	25	line	line	NOUN
cana-1229	34	26	.	.	PUNCT
cana-1229	35	1	word	word	NOUN
cana-1229	35	2	level	level	NOUN
cana-1229	35	3	script	script	NOUN
cana-1229	35	4	identification	identification	NOUN
cana-1229	35	5	allows	allow	VERB
cana-1229	35	6	the	the	DET
cana-1229	35	7	document	document	NOUN
cana-1229	35	8	to	to	PART
cana-1229	35	9	contain	contain	VERB
cana-1229	35	10	more	more	ADJ
cana-1229	35	11	than	than	ADP
cana-1229	35	12	one	one	NUM
cana-1229	35	13	script	script	NOUN
cana-1229	35	14	and	and	CCONJ
cana-1229	35	15	the	the	DET
cana-1229	35	16	script	script	NOUN
cana-1229	35	17	of	of	ADP
cana-1229	35	18	every	every	DET
cana-1229	35	19	word	word	NOUN
cana-1229	35	20	is	be	AUX
cana-1229	35	21	identified	identify	VERB
cana-1229	35	22	.	.	PUNCT
cana-1229	36	1	however	however	ADV
cana-1229	36	2	,	,	PUNCT
cana-1229	36	3	these	these	DET
cana-1229	36	4	components	component	NOUN
cana-1229	36	5	are	be	AUX
cana-1229	36	6	applicable	applicable	ADJ
cana-1229	36	7	only	only	ADV
cana-1229	36	8	after	after	ADP
cana-1229	36	9	line	line	NOUN
cana-1229	36	10	and	and	CCONJ
cana-1229	36	11	word	word	NOUN
cana-1229	36	12	segmentation	segmentation	NOUN
cana-1229	36	13	of	of	ADP
cana-1229	36	14	the	the	DET
cana-1229	36	15	underlying	underlie	VERB
cana-1229	36	16	document	document	NOUN
cana-1229	36	17	image	image	NOUN
cana-1229	36	18	.	.	PUNCT
cana-1229	37	1	however	however	ADV
cana-1229	37	2	,	,	PUNCT
cana-1229	37	3	such	such	DET
cana-1229	37	4	a	a	DET
cana-1229	37	5	fine	fine	ADJ
cana-1229	37	6	segmentation	segmentation	NOUN
cana-1229	37	7	is	be	AUX
cana-1229	37	8	not	not	PART
cana-1229	37	9	required	require	VERB
cana-1229	37	10	at	at	ADP
cana-1229	37	11	block	block	NOUN
cana-1229	37	12	level	level	NOUN
cana-1229	37	13	and	and	CCONJ
cana-1229	37	14	consequently	consequently	ADV
cana-1229	37	15	simplifies	simplify	VERB
cana-1229	37	16	the	the	DET
cana-1229	37	17	script	script	NOUN
cana-1229	37	18	classification	classification	NOUN
cana-1229	37	19	task	task	NOUN
cana-1229	37	20	.	.	PUNCT
cana-1229	38	1	generally	generally	ADV
cana-1229	38	2	,	,	PUNCT
cana-1229	38	3	script	script	VERB
cana-1229	38	4	identification	identification	NOUN
cana-1229	38	5	task	task	NOUN
cana-1229	38	6	comprises	comprise	NOUN
cana-1229	38	7	of	of	ADP
cana-1229	38	8	three	three	NUM
cana-1229	38	9	stages	stage	NOUN
cana-1229	38	10	viz	viz	NOUN
cana-1229	38	11	,	,	PUNCT
cana-1229	38	12	preprocessing	preprocessing	NOUN
cana-1229	38	13	,	,	PUNCT
cana-1229	38	14	feature	feature	NOUN
cana-1229	38	15	extraction	extraction	NOUN
cana-1229	38	16	and	and	CCONJ
cana-1229	38	17	recognition	recognition	NOUN
cana-1229	38	18	.	.	PUNCT
cana-1229	39	1	pre	pre	ADJ
cana-1229	39	2	-	-	ADJ
cana-1229	39	3	processing	processing	ADJ
cana-1229	39	4	eliminates	eliminate	VERB
cana-1229	39	5	unwanted	unwanted	ADJ
cana-1229	39	6	objects	object	NOUN
cana-1229	39	7	in	in	ADP
cana-1229	39	8	the	the	DET
cana-1229	39	9	document	document	NOUN
cana-1229	39	10	image	image	NOUN
cana-1229	39	11	(	(	PUNCT
cana-1229	39	12	noise	noise	NOUN
cana-1229	39	13	,	,	PUNCT
cana-1229	39	14	background	background	NOUN
cana-1229	39	15	,	,	PUNCT
cana-1229	39	16	etc	etc	X
cana-1229	39	17	.	.	X
cana-1229	39	18	)	)	PUNCT
cana-1229	39	19	and	and	CCONJ
cana-1229	39	20	extracts	extract	VERB
cana-1229	39	21	the	the	DET
cana-1229	39	22	words	word	NOUN
cana-1229	39	23	or	or	CCONJ
cana-1229	39	24	lines	line	NOUN
cana-1229	39	25	or	or	CCONJ
cana-1229	39	26	blocks	block	NOUN
cana-1229	39	27	from	from	ADP
cana-1229	39	28	the	the	DET
cana-1229	39	29	image	image	NOUN
cana-1229	39	30	for	for	ADP
cana-1229	39	31	feature	feature	NOUN
cana-1229	39	32	-extraction	-extraction	NOUN
cana-1229	39	33	.	.	PUNCT
cana-1229	40	1	the	the	DET
cana-1229	40	2	feature	feature	NOUN
cana-1229	40	3	extraction	extraction	NOUN
cana-1229	40	4	method	method	NOUN
cana-1229	40	5	extracts	extract	NOUN
cana-1229	40	6	the	the	DET
cana-1229	40	7	relevant	relevant	ADJ
cana-1229	40	8	data	datum	NOUN
cana-1229	40	9	(	(	PUNCT
cana-1229	40	10	usually	usually	ADV
cana-1229	40	11	a	a	DET
cana-1229	40	12	reduced	reduce	VERB
cana-1229	40	13	representation	representation	NOUN
cana-1229	40	14	of	of	ADP
cana-1229	40	15	the	the	DET
cana-1229	40	16	input	input	NOUN
cana-1229	40	17	object	object	NOUN
cana-1229	40	18	)	)	PUNCT
cana-1229	40	19	,	,	PUNCT
cana-1229	40	20	called	call	VERB
cana-1229	40	21	features	feature	NOUN
cana-1229	40	22	vector	vector	NOUN
cana-1229	40	23	,	,	PUNCT
cana-1229	40	24	which	which	PRON
cana-1229	40	25	is	be	AUX
cana-1229	40	26	then	then	ADV
cana-1229	40	27	fed	feed	VERB
cana-1229	40	28	to	to	ADP
cana-1229	40	29	a	a	DET
cana-1229	40	30	classifier	classifier	NOUN
cana-1229	40	31	for	for	ADP
cana-1229	40	32	script	script	NOUN
cana-1229	40	33	recognition	recognition	NOUN
cana-1229	40	34	.	.	PUNCT
cana-1229	41	1	a	a	DET
cana-1229	41	2	brief	brief	ADJ
cana-1229	41	3	overview	overview	NOUN
cana-1229	41	4	of	of	ADP
cana-1229	41	5	different	different	ADJ
cana-1229	41	6	methods	method	NOUN
cana-1229	41	7	available	available	ADJ
cana-1229	41	8	in	in	ADP
cana-1229	41	9	the	the	DET
cana-1229	41	10	literature	literature	NOUN
cana-1229	41	11	for	for	ADP
cana-1229	41	12	script	script	NOUN
cana-1229	41	13	identification	identification	NOUN
cana-1229	41	14	is	be	AUX
cana-1229	41	15	presented	present	VERB
cana-1229	41	16	below	below	ADV
cana-1229	41	17	.	.	PUNCT
cana-1229	42	1	emphasis	emphasis	NOUN
cana-1229	42	2	is	be	AUX
cana-1229	42	3	given	give	VERB
cana-1229	42	4	on	on	ADP
cana-1229	42	5	the	the	DET
cana-1229	42	6	recognition	recognition	NOUN
cana-1229	42	7	methods	method	NOUN
cana-1229	42	8	for	for	ADP
cana-1229	42	9	indian	indian	ADJ
cana-1229	42	10	script	script	NOUN
cana-1229	42	11	as	as	ADP
cana-1229	42	12	domain	domain	NOUN
cana-1229	42	13	of	of	ADP
cana-1229	42	14	our	our	PRON
cana-1229	42	15	study	study	NOUN
cana-1229	42	16	confines	confine	NOUN
cana-1229	42	17	to	to	ADP
cana-1229	42	18	indian	indian	ADJ
cana-1229	42	19	scripts	script	NOUN
cana-1229	42	20	.	.	PUNCT
cana-1229	43	1	using	use	VERB
cana-1229	43	2	fractal	fractal	NOUN
cana-1229	43	3	based	base	VERB
cana-1229	43	4	features	feature	NOUN
cana-1229	43	5	,	,	PUNCT
cana-1229	43	6	s.	s.	PROPN
cana-1229	43	7	ben	ben	PROPN
cana-1229	43	8	moussa	moussa	PROPN
cana-1229	43	9	et	et	PROPN
cana-1229	43	10	al	al	PROPN
cana-1229	43	11	.	.	PROPN
cana-1229	43	12	,	,	PUNCT
cana-1229	43	13	in	in	ADP
cana-1229	43	14	[	[	X
cana-1229	43	15	3	3	X
cana-1229	43	16	]	]	PUNCT
cana-1229	43	17	have	have	AUX
cana-1229	43	18	reported	report	VERB
cana-1229	43	19	script	script	NOUN
cana-1229	43	20	identification	identification	NOUN
cana-1229	43	21	for	for	ADP
cana-1229	43	22	arabic	arabic	ADJ
cana-1229	43	23	and	and	CCONJ
cana-1229	43	24	roman	roman	ADJ
cana-1229	43	25	scripts	script	NOUN
cana-1229	43	26	at	at	ADP
cana-1229	43	27	line	line	NOUN
cana-1229	43	28	level	level	NOUN
cana-1229	43	29	of	of	ADP
cana-1229	43	30	the	the	DET
cana-1229	43	31	text	text	NOUN
cana-1229	43	32	document	document	NOUN
cana-1229	43	33	.	.	PUNCT
cana-1229	44	1	profile	profile	NOUN
cana-1229	44	2	based	base	VERB
cana-1229	44	3	script	script	NOUN
cana-1229	44	4	identification	identification	NOUN
cana-1229	44	5	technique	technique	NOUN
cana-1229	44	6	is	be	AUX
cana-1229	44	7	presented	present	VERB
cana-1229	44	8	by	by	ADP
cana-1229	44	9	m.c	m.c	PROPN
cana-1229	44	10	.	.	PROPN
cana-1229	44	11	padma	padma	PROPN
cana-1229	44	12	et	et	PROPN
cana-1229	44	13	al	al	PROPN
cana-1229	44	14	.	.	PROPN
cana-1229	44	15	,	,	PUNCT
cana-1229	44	16	in	in	ADP
cana-1229	44	17	[	[	X
cana-1229	44	18	4	4	NUM
cana-1229	44	19	]	]	PUNCT
cana-1229	44	20	.	.	PUNCT
cana-1229	45	1	distinct	distinct	ADJ
cana-1229	45	2	features	feature	NOUN
cana-1229	45	3	at	at	ADP
cana-1229	45	4	top	top	NOUN
cana-1229	45	5	and	and	CCONJ
cana-1229	45	6	bottom	bottom	NOUN
cana-1229	45	7	of	of	ADP
cana-1229	45	8	the	the	DET
cana-1229	45	9	text	text	NOUN
cana-1229	45	10	line	line	NOUN
cana-1229	45	11	are	be	AUX
cana-1229	45	12	considered	consider	VERB
cana-1229	45	13	for	for	ADP
cana-1229	45	14	feature	feature	NOUN
cana-1229	45	15	extraction	extraction	NOUN
cana-1229	45	16	.	.	PUNCT
cana-1229	46	1	features	feature	NOUN
cana-1229	46	2	are	be	AUX
cana-1229	46	3	extracted	extract	VERB
cana-1229	46	4	by	by	ADP
cana-1229	46	5	calculating	calculate	VERB
cana-1229	46	6	density	density	NOUN
cana-1229	46	7	ratio	ratio	NOUN
cana-1229	46	8	,	,	PUNCT
cana-1229	46	9	pixel	pixel	ADJ
cana-1229	46	10	distribution	distribution	NOUN
cana-1229	46	11	,	,	PUNCT
cana-1229	46	12	max	max	PROPN
cana-1229	46	13	pixel	pixel	PROPN
cana-1229	46	14	density	density	NOUN
cana-1229	46	15	at	at	ADP
cana-1229	46	16	the	the	DET
cana-1229	46	17	bottom	bottom	NOUN
cana-1229	46	18	row	row	NOUN
cana-1229	46	19	of	of	ADP
cana-1229	46	20	text	text	NOUN
cana-1229	46	21	line	line	NOUN
cana-1229	46	22	and	and	CCONJ
cana-1229	46	23	density	density	NOUN
cana-1229	46	24	of	of	ADP
cana-1229	46	25	connected	connected	ADJ
cana-1229	46	26	components	component	NOUN
cana-1229	46	27	at	at	ADP
cana-1229	46	28	the	the	DET
cana-1229	46	29	top	top	NOUN
cana-1229	46	30	of	of	ADP
cana-1229	46	31	the	the	DET
cana-1229	46	32	text	text	NOUN
cana-1229	46	33	line	line	NOUN
cana-1229	46	34	.	.	PUNCT
cana-1229	47	1	classification	classification	NOUN
cana-1229	47	2	is	be	AUX
cana-1229	47	3	performed	perform	VERB
cana-1229	47	4	by	by	ADP
cana-1229	47	5	using	use	VERB
cana-1229	47	6	knn	knn	PROPN
cana-1229	47	7	.	.	PUNCT
cana-1229	48	1	mallikarjun	mallikarjun	PROPN
cana-1229	48	2	hangarge	hangarge	PROPN
cana-1229	48	3	et	et	PROPN
cana-1229	48	4	al	al	PROPN
cana-1229	48	5	.	.	PROPN
cana-1229	48	6	,	,	PUNCT
cana-1229	48	7	in	in	ADP
cana-1229	48	8	[	[	X
cana-1229	48	9	5	5	NUM
cana-1229	48	10	]	]	PUNCT
cana-1229	48	11	have	have	AUX
cana-1229	48	12	proposed	propose	VERB
cana-1229	48	13	a	a	DET
cana-1229	48	14	visual	visual	ADJ
cana-1229	48	15	texture	texture	NOUN
cana-1229	48	16	based	base	VERB
cana-1229	48	17	methodology	methodology	NOUN
cana-1229	48	18	for	for	ADP
cana-1229	48	19	handwritten	handwritten	ADJ
cana-1229	48	20	script	script	NOUN
cana-1229	48	21	recognition	recognition	NOUN
cana-1229	48	22	at	at	ADP
cana-1229	48	23	line	line	NOUN
cana-1229	48	24	level	level	NOUN
cana-1229	48	25	and	and	CCONJ
cana-1229	48	26	block	block	NOUN
cana-1229	48	27	level	level	NOUN
cana-1229	48	28	.	.	PUNCT
cana-1229	49	1	horizontal	horizontal	ADJ
cana-1229	49	2	projection	projection	PROPN
cana-1229	49	3	profile	profile	NOUN
cana-1229	49	4	is	be	AUX
cana-1229	49	5	used	use	VERB
cana-1229	49	6	to	to	PART
cana-1229	49	7	extract	extract	VERB
cana-1229	49	8	non	non	ADJ
cana-1229	49	9	-	-	ADJ
cana-1229	49	10	touching	touching	ADJ
cana-1229	49	11	text	text	NOUN
cana-1229	49	12	line	line	NOUN
cana-1229	49	13	from	from	ADP
cana-1229	49	14	document	document	NOUN
cana-1229	49	15	image	image	NOUN
cana-1229	49	16	.	.	PUNCT
cana-1229	50	1	morphological	morphological	ADJ
cana-1229	50	2	filters	filter	NOUN
cana-1229	50	3	are	be	AUX
cana-1229	50	4	utilized	utilize	VERB
cana-1229	50	5	to	to	PART
cana-1229	50	6	extract	extract	VERB
cana-1229	50	7	13	13	NUM
cana-1229	50	8	spatial	spatial	ADJ
cana-1229	50	9	spread	spread	NOUN
cana-1229	50	10	features	feature	NOUN
cana-1229	50	11	.	.	PUNCT
cana-1229	51	1	knn	knn	PROPN
cana-1229	51	2	classifier	classifier	PROPN
cana-1229	51	3	has	have	AUX
cana-1229	51	4	been	be	AUX
cana-1229	51	5	used	use	VERB
cana-1229	51	6	to	to	PART
cana-1229	51	7	classify	classify	VERB
cana-1229	51	8	the	the	DET
cana-1229	51	9	script	script	NOUN
cana-1229	51	10	rajput	rajput	PROPN
cana-1229	51	11	et	et	PROPN
cana-1229	51	12	al	al	PROPN
cana-1229	51	13	.	.	PROPN
cana-1229	51	14	,	,	PUNCT
cana-1229	51	15	in	in	ADP
cana-1229	51	16	[	[	X
cana-1229	51	17	6	6	NUM
cana-1229	51	18	]	]	PUNCT
cana-1229	51	19	presented	present	VERB
cana-1229	51	20	line	line	NOUN
cana-1229	51	21	level	level	NOUN
cana-1229	51	22	script	script	NOUN
cana-1229	51	23	recognition	recognition	NOUN
cana-1229	51	24	using	use	VERB
cana-1229	51	25	gabor	gabor	PROPN
cana-1229	51	26	filter	filter	NOUN
cana-1229	51	27	combined	combine	VERB
cana-1229	51	28	with	with	ADP
cana-1229	51	29	dct	dct	PROPN
cana-1229	51	30	and	and	CCONJ
cana-1229	51	31	wavelets	wavelet	NOUN
cana-1229	51	32	.	.	PUNCT
cana-1229	52	1	nine	nine	NUM
cana-1229	52	2	indian	indian	ADJ
cana-1229	52	3	scripts	script	NOUN
cana-1229	52	4	were	be	AUX
cana-1229	52	5	used	use	VERB
cana-1229	52	6	for	for	ADP
cana-1229	52	7	performing	perform	VERB
cana-1229	52	8	experiment	experiment	NOUN
cana-1229	52	9	,	,	PUNCT
cana-1229	52	10	svm	svm	PROPN
cana-1229	52	11	classifier	classifier	NOUN
cana-1229	52	12	reported	report	VERB
cana-1229	52	13	better	well	ADJ
cana-1229	52	14	recognition	recognition	NOUN
cana-1229	52	15	accuracy	accuracy	NOUN
cana-1229	52	16	compared	compare	VERB
cana-1229	52	17	to	to	ADP
cana-1229	52	18	the	the	DET
cana-1229	52	19	performance	performance	NOUN
cana-1229	52	20	by	by	ADP
cana-1229	52	21	knn	knn	PROPN
cana-1229	52	22	classifier	classifier	PROPN
cana-1229	52	23	.	.	PUNCT
cana-1229	53	1	prasanthkumar	prasanthkumar	PROPN
cana-1229	53	2	et	et	PROPN
cana-1229	53	3	al	al	PROPN
cana-1229	53	4	.	.	PROPN
cana-1229	53	5	,	,	PUNCT
cana-1229	53	6	in	in	ADP
cana-1229	53	7	[	[	X
cana-1229	53	8	7	7	X
cana-1229	53	9	]	]	PUNCT
cana-1229	53	10	have	have	AUX
cana-1229	53	11	proposed	propose	VERB
cana-1229	53	12	an	an	DET
cana-1229	53	13	automatic	automatic	ADJ
cana-1229	53	14	separation	separation	NOUN
cana-1229	53	15	of	of	ADP
cana-1229	53	16	text	text	NOUN
cana-1229	53	17	line	line	NOUN
cana-1229	53	18	followed	follow	VERB
cana-1229	53	19	by	by	ADP
cana-1229	53	20	word	word	NOUN
cana-1229	53	21	segmentation	segmentation	NOUN
cana-1229	53	22	and	and	CCONJ
cana-1229	53	23	computed	compute	VERB
cana-1229	53	24	morphological	morphological	ADJ
cana-1229	53	25	and	and	CCONJ
cana-1229	53	26	gabor	gabor	PROPN
cana-1229	53	27	features	feature	NOUN
cana-1229	53	28	.	.	PUNCT
cana-1229	54	1	classification	classification	NOUN
cana-1229	54	2	was	be	AUX
cana-1229	54	3	carried	carry	VERB
cana-1229	54	4	out	out	ADP
cana-1229	54	5	by	by	ADP
cana-1229	54	6	using	use	VERB
cana-1229	54	7	mlp	mlp	NOUN
cana-1229	54	8	,	,	PUNCT
cana-1229	54	9	svm	svm	PROPN
cana-1229	54	10	and	and	CCONJ
cana-1229	54	11	knn	knn	PROPN
cana-1229	54	12	classifiers	classifier	NOUN
cana-1229	54	13	with	with	ADP
cana-1229	54	14	the	the	DET
cana-1229	54	15	observation	observation	NOUN
cana-1229	54	16	that	that	SCONJ
cana-1229	54	17	mlp	mlp	PROPN
cana-1229	54	18	classifier	classifier	NOUN
cana-1229	54	19	yielded	yield	VERB
cana-1229	54	20	better	well	ADJ
cana-1229	54	21	results	result	NOUN
cana-1229	54	22	over	over	ADP
cana-1229	54	23	svm	svm	PROPN
cana-1229	54	24	and	and	CCONJ
cana-1229	54	25	knn	knn	PROPN
cana-1229	54	26	.	.	PUNCT
cana-1229	55	1	long	long	ADJ
cana-1229	55	2	short	short	ADJ
cana-1229	55	3	term	term	NOUN
cana-1229	55	4	memory	memory	NOUN
cana-1229	55	5	(	(	PUNCT
cana-1229	55	6	lstm	lstm	NOUN
cana-1229	55	7	)	)	PUNCT
cana-1229	55	8	architecture	architecture	NOUN
cana-1229	55	9	based	base	VERB
cana-1229	55	10	script	script	NOUN
cana-1229	55	11	identification	identification	NOUN
cana-1229	55	12	is	be	AUX
cana-1229	55	13	reported	report	VERB
cana-1229	55	14	by	by	ADP
cana-1229	55	15	adnan	adnan	PROPN
cana-1229	55	16	ul	ul	PROPN
cana-1229	55	17	-	-	PROPN
cana-1229	55	18	hasan	hasan	PROPN
cana-1229	55	19	in	in	ADP
cana-1229	55	20	[	[	X
cana-1229	55	21	8	8	NUM
cana-1229	55	22	]	]	PUNCT
cana-1229	55	23	.	.	PUNCT
cana-1229	56	1	dct	dct	PROPN
cana-1229	56	2	and	and	CCONJ
cana-1229	56	3	distance	distance	NOUN
cana-1229	56	4	transform	transform	NOUN
cana-1229	56	5	based	base	VERB
cana-1229	56	6	script	script	NOUN
cana-1229	56	7	identification	identification	NOUN
cana-1229	56	8	from	from	ADP
cana-1229	56	9	handwritten	handwritten	ADJ
cana-1229	56	10	document	document	NOUN
cana-1229	56	11	is	be	AUX
cana-1229	56	12	proposed	propose	VERB
cana-1229	56	13	by	by	ADP
cana-1229	56	14	s.k	s.k	PROPN
cana-1229	56	15	.	.	PROPN
cana-1229	56	16	md	md	PROPN
cana-1229	56	17	.	.	PROPN
cana-1229	56	18	obaidullah	obaidullah	PROPN
cana-1229	56	19	et	et	PROPN
cana-1229	56	20	al	al	PROPN
cana-1229	56	21	.	.	PROPN
cana-1229	56	22	,	,	PUNCT
cana-1229	56	23	in	in	ADP
cana-1229	56	24	[	[	PUNCT
cana-1229	56	25	9	9	NUM
cana-1229	56	26	]	]	PUNCT
cana-1229	56	27	.	.	PUNCT
cana-1229	57	1	bangla	bangla	PROPN
cana-1229	57	2	,	,	PUNCT
cana-1229	57	3	roman	roman	NOUN
cana-1229	57	4	,	,	PUNCT
cana-1229	57	5	devanagari	devanagari	NOUN
cana-1229	57	6	and	and	CCONJ
cana-1229	57	7	oriya	oriya	PROPN
cana-1229	57	8	scripts	script	NOUN
cana-1229	57	9	are	be	AUX
cana-1229	57	10	considered	consider	VERB
cana-1229	57	11	for	for	ADP
cana-1229	57	12	performing	perform	VERB
cana-1229	57	13	experiments	experiment	NOUN
cana-1229	57	14	.	.	PUNCT
cana-1229	58	1	feature	feature	NOUN
cana-1229	58	2	vector	vector	NOUN
cana-1229	58	3	based	base	VERB
cana-1229	58	4	on	on	ADP
cana-1229	58	5	texture	texture	NOUN
cana-1229	58	6	(	(	PUNCT
cana-1229	58	7	brt	brt	PROPN
cana-1229	58	8	,	,	PUNCT
cana-1229	58	9	bdct	bdct	VERB
cana-1229	58	10	,	,	PUNCT
cana-1229	58	11	bfft	bfft	NOUN
cana-1229	58	12	and	and	CCONJ
cana-1229	58	13	bdt	bdt	NOUN
cana-1229	58	14	)	)	PUNCT
cana-1229	58	15	are	be	AUX
cana-1229	58	16	used	use	VERB
cana-1229	58	17	to	to	PART
cana-1229	58	18	classify	classify	VERB
cana-1229	58	19	biscript	biscript	NOUN
cana-1229	58	20	and	and	CCONJ
cana-1229	58	21	tri	tri	ADJ
cana-1229	58	22	-	-	NOUN
cana-1229	58	23	scripts	script	NOUN
cana-1229	58	24	.	.	PUNCT
cana-1229	59	1	gabor	gabor	PROPN
cana-1229	59	2	filter	filter	PROPN
cana-1229	59	3	and	and	CCONJ
cana-1229	59	4	morphological	morphological	ADJ
cana-1229	59	5	re	re	NOUN
cana-1229	59	6	-	-	NOUN
cana-1229	59	7	construction	construction	NOUN
cana-1229	59	8	is	be	AUX
cana-1229	59	9	proposed	propose	VERB
cana-1229	59	10	by	by	ADP
cana-1229	59	11	nibaran	nibaran	PROPN
cana-1229	59	12	das	das	PROPN
cana-1229	59	13	et	et	PROPN
cana-1229	59	14	al	al	PROPN
cana-1229	59	15	.	.	PROPN
cana-1229	59	16	,	,	PUNCT
cana-1229	59	17	in	in	ADP
cana-1229	59	18	[	[	X
cana-1229	59	19	10	10	NUM
cana-1229	59	20	]	]	PUNCT
cana-1229	59	21	to	to	PART
cana-1229	59	22	identify	identify	VERB
cana-1229	59	23	the	the	DET
cana-1229	59	24	indic	indic	ADJ
cana-1229	59	25	scripts	script	NOUN
cana-1229	59	26	by	by	ADP
cana-1229	59	27	using	use	VERB
cana-1229	59	28	mlp	mlp	PROPN
cana-1229	59	29	classifier	classifier	PROPN
cana-1229	59	30	.	.	PUNCT
cana-1229	60	1	b.	b.	PROPN
cana-1229	60	2	shi	shi	PROPN
cana-1229	60	3	et	et	PROPN
cana-1229	60	4	al	al	PROPN
cana-1229	60	5	.	.	PROPN
cana-1229	60	6	,	,	PUNCT
cana-1229	60	7	in	in	ADP
cana-1229	60	8	[	[	X
cana-1229	60	9	11	11	NUM
cana-1229	60	10	]	]	PUNCT
cana-1229	60	11	have	have	AUX
cana-1229	60	12	incorporated	incorporate	VERB
cana-1229	60	13	deep	deep	ADJ
cana-1229	60	14	learning	learning	NOUN
cana-1229	60	15	based	base	VERB
cana-1229	60	16	script	script	NOUN
cana-1229	60	17	identification	identification	NOUN
cana-1229	60	18	from	from	ADP
cana-1229	60	19	natural	natural	ADJ
cana-1229	60	20	images	image	NOUN
cana-1229	60	21	.	.	PUNCT
cana-1229	61	1	they	they	PRON
cana-1229	61	2	have	have	AUX
cana-1229	61	3	presented	present	VERB
cana-1229	61	4	a	a	DET
cana-1229	61	5	two	two	NUM
cana-1229	61	6	stage	stage	NOUN
cana-1229	61	7	features	feature	VERB
cana-1229	61	8	communications	communication	NOUN
cana-1229	61	9	on	on	ADP
cana-1229	61	10	applied	apply	VERB
cana-1229	61	11	nonlinear	nonlinear	ADJ
cana-1229	61	12	analysis	analysis	NOUN
cana-1229	61	13	issn	issn	NOUN
cana-1229	61	14	:	:	PUNCT
cana-1229	61	15	1074	1074	NUM
cana-1229	61	16	-	-	PUNCT
cana-1229	61	17	133x	133x	NUM
cana-1229	61	18	vol	vol	NOUN
cana-1229	61	19	31	31	NUM
cana-1229	61	20	no	no	NOUN
cana-1229	61	21	.	.	PUNCT
cana-1229	62	1	6s	6s	NUM
cana-1229	62	2	(	(	PUNCT
cana-1229	62	3	2024	2024	NUM
cana-1229	62	4	)	)	PUNCT
cana-1229	62	5	369	369	NUM
cana-1229	62	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1229	62	7	extraction	extraction	NOUN
cana-1229	62	8	methodology	methodology	NOUN
cana-1229	62	9	i.e.	i.e.	X
cana-1229	62	10	,	,	PUNCT
cana-1229	62	11	feature	feature	NOUN
cana-1229	62	12	extraction	extraction	NOUN
cana-1229	62	13	and	and	CCONJ
cana-1229	62	14	discriminative	discriminative	NOUN
cana-1229	62	15	clustering	cluster	VERB
cana-1229	62	16	at	at	ADP
cana-1229	62	17	mid	mid	ADJ
cana-1229	62	18	-	-	ADJ
cana-1229	62	19	level	level	ADJ
cana-1229	62	20	representation	representation	NOUN
cana-1229	62	21	,	,	PUNCT
cana-1229	62	22	global	global	ADJ
cana-1229	62	23	fine	fine	ADJ
cana-1229	62	24	tuning	tuning	NOUN
cana-1229	62	25	at	at	ADP
cana-1229	62	26	second	second	ADJ
cana-1229	62	27	stage	stage	NOUN
cana-1229	62	28	by	by	ADP
cana-1229	62	29	modeling	model	VERB
cana-1229	62	30	feature	feature	NOUN
cana-1229	62	31	extraction	extraction	NOUN
cana-1229	62	32	and	and	CCONJ
cana-1229	62	33	classification	classification	NOUN
cana-1229	62	34	into	into	ADP
cana-1229	62	35	one	one	NUM
cana-1229	62	36	neural	neural	ADJ
cana-1229	62	37	network	network	NOUN
cana-1229	62	38	by	by	ADP
cana-1229	62	39	transferring	transfer	VERB
cana-1229	62	40	learned	learn	VERB
cana-1229	62	41	parameters	parameter	NOUN
cana-1229	62	42	at	at	ADP
cana-1229	62	43	first	first	ADJ
cana-1229	62	44	stage.back	stage.back	PROPN
cana-1229	62	45	propagation	propagation	NOUN
cana-1229	62	46	is	be	AUX
cana-1229	62	47	used	use	VERB
cana-1229	62	48	to	to	PART
cana-1229	62	49	train	train	VERB
cana-1229	62	50	the	the	DET
cana-1229	62	51	network	network	NOUN
cana-1229	62	52	.script	.script	X
cana-1229	62	53	dependent	dependent	ADJ
cana-1229	62	54	and	and	CCONJ
cana-1229	62	55	script	script	VERB
cana-1229	62	56	independent	independent	ADJ
cana-1229	62	57	feature	feature	NOUN
cana-1229	62	58	based	base	VERB
cana-1229	62	59	classification	classification	NOUN
cana-1229	62	60	of	of	ADP
cana-1229	62	61	script	script	NOUN
cana-1229	62	62	at	at	ADP
cana-1229	62	63	block	block	NOUN
cana-1229	62	64	level	level	NOUN
cana-1229	62	65	,	,	PUNCT
cana-1229	62	66	line	line	NOUN
cana-1229	62	67	level	level	NOUN
cana-1229	62	68	and	and	CCONJ
cana-1229	62	69	word	word	NOUN
cana-1229	62	70	level	level	NOUN
cana-1229	62	71	is	be	AUX
cana-1229	62	72	proposed	propose	VERB
cana-1229	62	73	by	by	ADP
cana-1229	62	74	s.k	s.k	PROPN
cana-1229	62	75	.	.	PROPN
cana-1229	62	76	obaidullah	obaidullah	PROPN
cana-1229	62	77	in	in	ADP
cana-1229	62	78	[	[	X
cana-1229	62	79	12	12	NUM
cana-1229	62	80	]	]	PUNCT
cana-1229	62	81	.	.	PUNCT
cana-1229	63	1	classification	classification	NOUN
cana-1229	63	2	of	of	ADP
cana-1229	63	3	script	script	NOUN
cana-1229	63	4	is	be	AUX
cana-1229	63	5	carried	carry	VERB
cana-1229	63	6	out	out	ADP
cana-1229	63	7	by	by	ADP
cana-1229	63	8	using	use	VERB
cana-1229	63	9	mlp	mlp	NOUN
cana-1229	63	10	and	and	CCONJ
cana-1229	63	11	random	random	ADJ
cana-1229	63	12	forest	forest	NOUN
cana-1229	63	13	classifiers	classifier	NOUN
cana-1229	63	14	.	.	PUNCT
cana-1229	64	1	md	md	PROPN
cana-1229	64	2	.	.	PROPN
cana-1229	64	3	obaidullah	obaidullah	PROPN
cana-1229	64	4	et	et	PROPN
cana-1229	64	5	al	al	PROPN
cana-1229	64	6	.	.	PROPN
cana-1229	64	7	,	,	PUNCT
cana-1229	64	8	in	in	ADP
cana-1229	64	9	[	[	X
cana-1229	64	10	13	13	NUM
cana-1229	64	11	]	]	PUNCT
cana-1229	64	12	have	have	AUX
cana-1229	64	13	proposed	propose	VERB
cana-1229	64	14	a	a	DET
cana-1229	64	15	method	method	NOUN
cana-1229	64	16	for	for	ADP
cana-1229	64	17	handwritten	handwritten	ADJ
cana-1229	64	18	script	script	NOUN
cana-1229	64	19	identification	identification	NOUN
cana-1229	64	20	based	base	VERB
cana-1229	64	21	on	on	ADP
cana-1229	64	22	structural	structural	ADJ
cana-1229	64	23	,	,	PUNCT
cana-1229	64	24	directional	directional	ADJ
cana-1229	64	25	and	and	CCONJ
cana-1229	64	26	texture	texture	ADJ
cana-1229	64	27	based	base	VERB
cana-1229	64	28	features	feature	NOUN
cana-1229	64	29	.	.	PUNCT
cana-1229	65	1	the	the	DET
cana-1229	65	2	features	feature	NOUN
cana-1229	65	3	were	be	AUX
cana-1229	65	4	extracted	extract	VERB
cana-1229	65	5	from	from	ADP
cana-1229	65	6	document	document	NOUN
cana-1229	65	7	image	image	NOUN
cana-1229	65	8	in	in	ADP
cana-1229	65	9	binary	binary	NOUN
cana-1229	65	10	and	and	CCONJ
cana-1229	65	11	input	input	NOUN
cana-1229	65	12	to	to	ADP
cana-1229	65	13	mlp	mlp	NOUN
cana-1229	65	14	for	for	ADP
cana-1229	65	15	text	text	NOUN
cana-1229	65	16	identification	identification	NOUN
cana-1229	65	17	.	.	PUNCT
cana-1229	66	1	judith	judith	PROPN
cana-1229	66	2	hochberg	hochberg	PROPN
cana-1229	66	3	et	et	PROPN
cana-1229	66	4	al	al	PROPN
cana-1229	66	5	.	.	PROPN
cana-1229	66	6	,	,	PUNCT
cana-1229	66	7	in	in	ADP
cana-1229	66	8	[	[	X
cana-1229	66	9	14	14	NUM
cana-1229	66	10	]	]	PUNCT
cana-1229	66	11	have	have	AUX
cana-1229	66	12	reported	report	VERB
cana-1229	66	13	recognition	recognition	NOUN
cana-1229	66	14	of	of	ADP
cana-1229	66	15	six	six	NUM
cana-1229	66	16	indic	indic	ADJ
cana-1229	66	17	and	and	CCONJ
cana-1229	66	18	non	non	ADJ
cana-1229	66	19	-	-	ADJ
cana-1229	66	20	indic	indic	ADJ
cana-1229	66	21	scripts	script	NOUN
cana-1229	66	22	,	,	PUNCT
cana-1229	66	23	viz	viz	NUM
cana-1229	66	24	,	,	PUNCT
cana-1229	66	25	arabic	arabic	ADJ
cana-1229	66	26	,	,	PUNCT
cana-1229	66	27	chinese	chinese	PROPN
cana-1229	66	28	,	,	PUNCT
cana-1229	66	29	cyrillic	cyrillic	PROPN
cana-1229	66	30	,	,	PUNCT
cana-1229	66	31	devanagari	devanagari	NOUN
cana-1229	66	32	,	,	PUNCT
cana-1229	66	33	japanese	japanese	PROPN
cana-1229	66	34	,	,	PUNCT
cana-1229	66	35	and	and	CCONJ
cana-1229	66	36	latin	latin	PROPN
cana-1229	66	37	,	,	PUNCT
cana-1229	66	38	using	use	VERB
cana-1229	66	39	features	feature	NOUN
cana-1229	66	40	like	like	ADP
cana-1229	66	41	horizontal	horizontal	ADJ
cana-1229	66	42	and	and	CCONJ
cana-1229	66	43	vertical	vertical	ADJ
cana-1229	66	44	centroids	centroid	NOUN
cana-1229	66	45	,	,	PUNCT
cana-1229	66	46	sphericity	sphericity	NOUN
cana-1229	66	47	,	,	PUNCT
cana-1229	66	48	aspect	aspect	NOUN
cana-1229	66	49	ratio	ratio	NOUN
cana-1229	66	50	,	,	PUNCT
cana-1229	66	51	white	white	ADJ
cana-1229	66	52	holes	hole	NOUN
cana-1229	66	53	,	,	PUNCT
cana-1229	66	54	and	and	CCONJ
cana-1229	66	55	so	so	ADV
cana-1229	66	56	forth	forth	ADV
cana-1229	66	57	.	.	PUNCT
cana-1229	67	1	the	the	DET
cana-1229	67	2	experiments	experiment	NOUN
cana-1229	67	3	have	have	AUX
cana-1229	67	4	been	be	AUX
cana-1229	67	5	carried	carry	VERB
cana-1229	67	6	out	out	ADP
cana-1229	67	7	at	at	ADP
cana-1229	67	8	document	document	NOUN
cana-1229	67	9	level	level	NOUN
cana-1229	67	10	.	.	PUNCT
cana-1229	68	1	v	v	X
cana-1229	68	2	singhal	singhal	NOUN
cana-1229	68	3	et	et	PROPN
cana-1229	68	4	al	al	PROPN
cana-1229	68	5	.	.	PROPN
cana-1229	68	6	,	,	PUNCT
cana-1229	68	7	in	in	ADP
cana-1229	68	8	[	[	X
cana-1229	68	9	15	15	NUM
cana-1229	68	10	]	]	PUNCT
cana-1229	68	11	proposed	propose	VERB
cana-1229	68	12	a	a	DET
cana-1229	68	13	technique	technique	NOUN
cana-1229	68	14	to	to	PART
cana-1229	68	15	identify	identify	VERB
cana-1229	68	16	four	four	NUM
cana-1229	68	17	indic	indic	ADJ
cana-1229	68	18	scripts	script	NOUN
cana-1229	68	19	,	,	PUNCT
cana-1229	68	20	viz	viz	NUM
cana-1229	68	21	,	,	PUNCT
cana-1229	68	22	devanagari	devanagari	NOUN
cana-1229	68	23	,	,	PUNCT
cana-1229	68	24	bangla	bangla	PROPN
cana-1229	68	25	,	,	PUNCT
cana-1229	68	26	telugu	telugu	PROPN
cana-1229	68	27	,	,	PUNCT
cana-1229	68	28	and	and	CCONJ
cana-1229	68	29	latin	latin	NOUN
cana-1229	68	30	.	.	PUNCT
cana-1229	69	1	they	they	PRON
cana-1229	69	2	have	have	AUX
cana-1229	69	3	used	use	VERB
cana-1229	69	4	rotation	rotation	NOUN
cana-1229	69	5	invariant	invariant	ADJ
cana-1229	69	6	texture	texture	NOUN
cana-1229	69	7	features	feature	NOUN
cana-1229	69	8	using	use	VERB
cana-1229	69	9	multi	multi	ADJ
cana-1229	69	10	-	-	ADJ
cana-1229	69	11	channel	channel	ADJ
cana-1229	69	12	gabor	gabor	NOUN
cana-1229	69	13	filtering	filtering	NOUN
cana-1229	69	14	and	and	CCONJ
cana-1229	69	15	gray	gray	ADJ
cana-1229	69	16	level	level	NOUN
cana-1229	69	17	co	co	NOUN
cana-1229	69	18	-	-	NOUN
cana-1229	69	19	occurrence	occurrence	ADJ
cana-1229	69	20	matrix	matrix	NOUN
cana-1229	69	21	.	.	PUNCT
cana-1229	70	1	it	it	PRON
cana-1229	70	2	is	be	AUX
cana-1229	70	3	observed	observe	VERB
cana-1229	70	4	that	that	SCONJ
cana-1229	70	5	many	many	ADJ
cana-1229	70	6	of	of	ADP
cana-1229	70	7	the	the	DET
cana-1229	70	8	approaches	approach	NOUN
cana-1229	70	9	are	be	AUX
cana-1229	70	10	sensitive	sensitive	ADJ
cana-1229	70	11	to	to	ADP
cana-1229	70	12	scaling	scaling	NOUN
cana-1229	70	13	and	and	CCONJ
cana-1229	70	14	rotation	rotation	NOUN
cana-1229	70	15	.	.	PUNCT
cana-1229	71	1	very	very	ADV
cana-1229	71	2	recently	recently	ADV
cana-1229	71	3	,	,	PUNCT
cana-1229	71	4	scale	scale	NOUN
cana-1229	71	5	invariant	invariant	ADJ
cana-1229	71	6	feature	feature	NOUN
cana-1229	71	7	transform	transform	NOUN
cana-1229	71	8	(	(	PUNCT
cana-1229	71	9	sift	sift	NOUN
cana-1229	71	10	)	)	PUNCT
cana-1229	71	11	technique	technique	NOUN
cana-1229	71	12	has	have	AUX
cana-1229	71	13	been	be	AUX
cana-1229	71	14	proved	prove	VERB
cana-1229	71	15	to	to	PART
cana-1229	71	16	be	be	AUX
cana-1229	71	17	a	a	DET
cana-1229	71	18	promising	promising	ADJ
cana-1229	71	19	image	image	NOUN
cana-1229	71	20	features	feature	NOUN
cana-1229	71	21	,	,	PUNCT
cana-1229	71	22	for	for	ADP
cana-1229	71	23	object	object	NOUN
cana-1229	71	24	recognition	recognition	NOUN
cana-1229	71	25	,	,	PUNCT
cana-1229	71	26	that	that	PRON
cana-1229	71	27	provides	provide	VERB
cana-1229	71	28	a	a	DET
cana-1229	71	29	set	set	NOUN
cana-1229	71	30	of	of	ADP
cana-1229	71	31	features	feature	NOUN
cana-1229	71	32	of	of	ADP
cana-1229	71	33	an	an	DET
cana-1229	71	34	object	object	NOUN
cana-1229	71	35	that	that	PRON
cana-1229	71	36	are	be	AUX
cana-1229	71	37	not	not	PART
cana-1229	71	38	affected	affect	VERB
cana-1229	71	39	by	by	ADP
cana-1229	71	40	many	many	ADJ
cana-1229	71	41	of	of	ADP
cana-1229	71	42	the	the	DET
cana-1229	71	43	complications	complication	NOUN
cana-1229	71	44	experienced	experience	VERB
cana-1229	71	45	in	in	ADP
cana-1229	71	46	other	other	ADJ
cana-1229	71	47	methods	method	NOUN
cana-1229	71	48	including	include	VERB
cana-1229	71	49	object	object	NOUN
cana-1229	71	50	scaling	scaling	NOUN
cana-1229	71	51	and	and	CCONJ
cana-1229	71	52	rotation	rotation	NOUN
cana-1229	71	53	proposed	propose	VERB
cana-1229	71	54	by	by	ADP
cana-1229	71	55	david	david	PROPN
cana-1229	71	56	g.	g.	PROPN
cana-1229	71	57	lowe	lowe	PROPN
cana-1229	71	58	in	in	ADP
cana-1229	71	59	[	[	X
cana-1229	71	60	16	16	NUM
cana-1229	71	61	]	]	PUNCT
cana-1229	71	62	.	.	PUNCT
cana-1229	72	1	recognition	recognition	NOUN
cana-1229	72	2	of	of	ADP
cana-1229	72	3	bangla	bangla	PROPN
cana-1229	72	4	and	and	CCONJ
cana-1229	72	5	english	english	PROPN
cana-1229	72	6	scripts	script	NOUN
cana-1229	72	7	has	have	AUX
cana-1229	72	8	be	be	AUX
cana-1229	72	9	presented	present	VERB
cana-1229	72	10	by	by	ADP
cana-1229	72	11	lijun	lijun	PROPN
cana-1229	72	12	zhou	zhou	PROPN
cana-1229	72	13	et	et	PROPN
cana-1229	72	14	al	al	PROPN
cana-1229	72	15	.	.	PROPN
cana-1229	72	16	,	,	PUNCT
cana-1229	72	17	in	in	ADP
cana-1229	72	18	[	[	X
cana-1229	72	19	17	17	NUM
cana-1229	72	20	]	]	PUNCT
cana-1229	72	21	using	use	VERB
cana-1229	72	22	connected	connected	ADJ
cana-1229	72	23	component	component	NOUN
cana-1229	72	24	profile	profile	NOUN
cana-1229	72	25	based	base	VERB
cana-1229	72	26	features	feature	NOUN
cana-1229	72	27	.	.	PUNCT
cana-1229	73	1	experiments	experiment	NOUN
cana-1229	73	2	are	be	AUX
cana-1229	73	3	performed	perform	VERB
cana-1229	73	4	on	on	ADP
cana-1229	73	5	the	the	DET
cana-1229	73	6	document	document	NOUN
cana-1229	73	7	text	text	NOUN
cana-1229	73	8	at	at	ADP
cana-1229	73	9	line	line	NOUN
cana-1229	73	10	,	,	PUNCT
cana-1229	73	11	word	word	NOUN
cana-1229	73	12	and	and	CCONJ
cana-1229	73	13	character	character	NOUN
cana-1229	73	14	level	level	NOUN
cana-1229	73	15	.	.	PUNCT
cana-1229	74	1	multi	multi	ADJ
cana-1229	74	2	-	-	ADJ
cana-1229	74	3	script	script	ADJ
cana-1229	74	4	identification	identification	NOUN
cana-1229	74	5	at	at	ADP
cana-1229	74	6	word	word	NOUN
cana-1229	74	7	level	level	NOUN
cana-1229	74	8	based	base	VERB
cana-1229	74	9	upon	upon	SCONJ
cana-1229	74	10	features	feature	NOUN
cana-1229	74	11	extracted	extract	VERB
cana-1229	74	12	using	use	VERB
cana-1229	74	13	discrete	discrete	ADJ
cana-1229	74	14	cosine	cosine	NOUN
cana-1229	74	15	transform	transform	NOUN
cana-1229	74	16	(	(	PUNCT
cana-1229	74	17	dct	dct	PROPN
cana-1229	74	18	)	)	PUNCT
cana-1229	74	19	and	and	CCONJ
cana-1229	74	20	wavelets	wavelet	NOUN
cana-1229	74	21	of	of	ADP
cana-1229	74	22	daubechies	daubechie	NOUN
cana-1229	74	23	family	family	NOUN
cana-1229	74	24	have	have	AUX
cana-1229	74	25	been	be	AUX
cana-1229	74	26	proposed	propose	VERB
cana-1229	74	27	by	by	ADP
cana-1229	74	28	g	g	PROPN
cana-1229	74	29	.g	.g	PROPN
cana-1229	74	30	rajput	rajput	PROPN
cana-1229	74	31	et	et	PROPN
cana-1229	74	32	al	al	PROPN
cana-1229	74	33	.	.	PROPN
cana-1229	74	34	,	,	PUNCT
cana-1229	74	35	in	in	ADP
cana-1229	74	36	[	[	X
cana-1229	74	37	18	18	NUM
cana-1229	74	38	]	]	PUNCT
cana-1229	74	39	.	.	PUNCT
cana-1229	75	1	the	the	DET
cana-1229	75	2	recognition	recognition	NOUN
cana-1229	75	3	has	have	AUX
cana-1229	75	4	been	be	AUX
cana-1229	75	5	carried	carry	VERB
cana-1229	75	6	out	out	ADP
cana-1229	75	7	by	by	ADP
cana-1229	75	8	using	use	VERB
cana-1229	75	9	neural	neural	ADJ
cana-1229	75	10	network	network	NOUN
cana-1229	75	11	for	for	ADP
cana-1229	75	12	handwritten	handwritten	ADJ
cana-1229	75	13	documents	document	NOUN
cana-1229	75	14	of	of	ADP
cana-1229	75	15	nine	nine	NUM
cana-1229	75	16	indian	indian	ADJ
cana-1229	75	17	scripts	script	NOUN
cana-1229	75	18	including	include	VERB
cana-1229	75	19	english	english	PROPN
cana-1229	75	20	script	script	NOUN
cana-1229	75	21	.	.	PUNCT
cana-1229	76	1	k.	k.	PROPN
cana-1229	76	2	roy	roy	PROPN
cana-1229	76	3	et	et	PROPN
cana-1229	76	4	al	al	PROPN
cana-1229	76	5	.	.	PROPN
cana-1229	76	6	,	,	PUNCT
cana-1229	76	7	in	in	ADP
cana-1229	76	8	[	[	X
cana-1229	76	9	19	19	NUM
cana-1229	76	10	]	]	PUNCT
cana-1229	76	11	have	have	AUX
cana-1229	76	12	reported	report	VERB
cana-1229	76	13	recognition	recognition	NOUN
cana-1229	76	14	of	of	ADP
cana-1229	76	15	six	six	NUM
cana-1229	76	16	popular	popular	ADJ
cana-1229	76	17	indic	indic	ADJ
cana-1229	76	18	-	-	PUNCT
cana-1229	76	19	scripts	script	NOUN
cana-1229	76	20	,	,	PUNCT
cana-1229	76	21	viz	viz	PROPN
cana-1229	76	22	,	,	PUNCT
cana-1229	76	23	bangla	bangla	PROPN
cana-1229	76	24	,	,	PUNCT
cana-1229	76	25	devanagari	devanagari	PROPN
cana-1229	76	26	,	,	PUNCT
cana-1229	76	27	malayalam	malayalam	PROPN
cana-1229	76	28	,	,	PUNCT
cana-1229	76	29	urdu	urdu	PROPN
cana-1229	76	30	,	,	PUNCT
cana-1229	76	31	oriya	oriya	PROPN
cana-1229	76	32	and	and	CCONJ
cana-1229	76	33	roman	roman	ADJ
cana-1229	76	34	by	by	ADP
cana-1229	76	35	using	use	VERB
cana-1229	76	36	component	component	NOUN
cana-1229	76	37	based	base	VERB
cana-1229	76	38	features	feature	NOUN
cana-1229	76	39	,	,	PUNCT
cana-1229	76	40	fractal	fractal	ADJ
cana-1229	76	41	dimension	dimension	NOUN
cana-1229	76	42	based	base	VERB
cana-1229	76	43	features	feature	NOUN
cana-1229	76	44	,	,	PUNCT
cana-1229	76	45	circularity	circularity	NOUN
cana-1229	76	46	based	base	VERB
cana-1229	76	47	features	feature	NOUN
cana-1229	76	48	and	and	CCONJ
cana-1229	76	49	so	so	ADV
cana-1229	76	50	forth	forth	ADV
cana-1229	76	51	.	.	PUNCT
cana-1229	77	1	this	this	PRON
cana-1229	77	2	is	be	AUX
cana-1229	77	3	the	the	DET
cana-1229	77	4	first	first	ADJ
cana-1229	77	5	kind	kind	NOUN
cana-1229	77	6	of	of	ADP
cana-1229	77	7	work	work	NOUN
cana-1229	77	8	involving	involve	VERB
cana-1229	77	9	six	six	NUM
cana-1229	77	10	indic	indic	ADJ
cana-1229	77	11	scripts	script	NOUN
cana-1229	77	12	altogether	altogether	ADV
cana-1229	77	13	.	.	PUNCT
cana-1229	78	1	mallikarjun	mallikarjun	PROPN
cana-1229	78	2	hangarge	hangarge	PROPN
cana-1229	78	3	et	et	PROPN
cana-1229	78	4	al	al	PROPN
cana-1229	78	5	.	.	PROPN
cana-1229	78	6	,	,	PUNCT
cana-1229	78	7	in	in	ADP
cana-1229	78	8	[	[	X
cana-1229	78	9	20	20	NUM
cana-1229	78	10	]	]	PUNCT
cana-1229	78	11	have	have	AUX
cana-1229	78	12	proposed	propose	VERB
cana-1229	78	13	a	a	DET
cana-1229	78	14	word	word	NOUN
cana-1229	78	15	level	level	NOUN
cana-1229	78	16	scheme	scheme	NOUN
cana-1229	78	17	based	base	VERB
cana-1229	78	18	on	on	ADP
cana-1229	78	19	directional	directional	ADJ
cana-1229	78	20	dct	dct	PROPN
cana-1229	78	21	based	base	VERB
cana-1229	78	22	feature	feature	NOUN
cana-1229	78	23	to	to	PART
cana-1229	78	24	recognize	recognize	VERB
cana-1229	78	25	six	six	NUM
cana-1229	78	26	indic	indic	ADJ
cana-1229	78	27	-	-	PUNCT
cana-1229	78	28	scripts	script	NOUN
cana-1229	78	29	,	,	PUNCT
cana-1229	78	30	viz	viz	ADJ
cana-1229	78	31	,	,	PUNCT
cana-1229	78	32	roman	roman	ADJ
cana-1229	78	33	,	,	PUNCT
cana-1229	78	34	devanagari	devanagari	NOUN
cana-1229	78	35	,	,	PUNCT
cana-1229	78	36	kannada	kannada	PROPN
cana-1229	78	37	,	,	PUNCT
cana-1229	78	38	telugu	telugu	PROPN
cana-1229	78	39	,	,	PUNCT
cana-1229	78	40	tamil	tamil	PROPN
cana-1229	78	41	,	,	PUNCT
cana-1229	78	42	and	and	CCONJ
cana-1229	78	43	malayalam	malayalam	PROPN
cana-1229	78	44	.	.	PUNCT
cana-1229	79	1	3	3	X
cana-1229	79	2	.	.	NUM
cana-1229	79	3	proposed	propose	VERB
cana-1229	79	4	method	method	NOUN
cana-1229	79	5	the	the	DET
cana-1229	79	6	proposed	propose	VERB
cana-1229	79	7	work	work	NOUN
cana-1229	79	8	focuses	focus	VERB
cana-1229	79	9	on	on	ADP
cana-1229	79	10	removing	remove	VERB
cana-1229	79	11	noises	noise	NOUN
cana-1229	79	12	and	and	CCONJ
cana-1229	79	13	image	image	NOUN
cana-1229	79	14	segmentation	segmentation	NOUN
cana-1229	79	15	methods	method	NOUN
cana-1229	79	16	with	with	ADP
cana-1229	79	17	recognition	recognition	NOUN
cana-1229	79	18	methods	method	NOUN
cana-1229	79	19	.	.	PUNCT
cana-1229	80	1	the	the	DET
cana-1229	80	2	proposed	propose	VERB
cana-1229	80	3	flow	flow	NOUN
cana-1229	80	4	diagram	diagram	NOUN
cana-1229	80	5	is	be	AUX
cana-1229	80	6	shown	show	VERB
cana-1229	80	7	in	in	ADP
cana-1229	80	8	figure	figure	NOUN
cana-1229	80	9	1	1	NUM
cana-1229	80	10	.	.	PUNCT
cana-1229	81	1	communications	communication	NOUN
cana-1229	81	2	on	on	ADP
cana-1229	81	3	applied	apply	VERB
cana-1229	81	4	nonlinear	nonlinear	ADJ
cana-1229	81	5	analysis	analysis	NOUN
cana-1229	81	6	issn	issn	NOUN
cana-1229	81	7	:	:	PUNCT
cana-1229	81	8	1074	1074	NUM
cana-1229	81	9	-	-	PUNCT
cana-1229	81	10	133x	133x	NUM
cana-1229	81	11	vol	vol	NOUN
cana-1229	81	12	31	31	NUM
cana-1229	81	13	no	no	NOUN
cana-1229	81	14	.	.	PUNCT
cana-1229	82	1	6s	6s	NUM
cana-1229	82	2	(	(	PUNCT
cana-1229	82	3	2024	2024	NUM
cana-1229	82	4	)	)	PUNCT
cana-1229	82	5	370	370	NUM
cana-1229	82	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1229	82	7	figure	figure	NOUN
cana-1229	82	8	1	1	NUM
cana-1229	82	9	:	:	PUNCT
cana-1229	82	10	proposed	propose	VERB
cana-1229	82	11	flow	flow	NOUN
cana-1229	82	12	diagram	diagram	NOUN
cana-1229	82	13	for	for	ADP
cana-1229	82	14	handwritten	handwritten	ADJ
cana-1229	82	15	recognition	recognition	NOUN
cana-1229	82	16	3.1.1	3.1.1	NUM
cana-1229	82	17	pre	pre	ADJ
cana-1229	82	18	-	-	ADJ
cana-1229	82	19	proocessing	proocesse	VERB
cana-1229	82	20	optical	optical	ADJ
cana-1229	82	21	character	character	NOUN
cana-1229	82	22	recognition	recognition	NOUN
cana-1229	82	23	is	be	AUX
cana-1229	82	24	one	one	NUM
cana-1229	82	25	of	of	ADP
cana-1229	82	26	the	the	DET
cana-1229	82	27	leading	lead	VERB
cana-1229	82	28	approaches	approach	NOUN
cana-1229	82	29	used	use	VERB
cana-1229	82	30	in	in	ADP
cana-1229	82	31	handwriting	handwriting	NOUN
cana-1229	82	32	recognition	recognition	NOUN
cana-1229	82	33	.	.	PUNCT
cana-1229	83	1	optical	optical	ADJ
cana-1229	83	2	character	character	NOUN
cana-1229	83	3	recognition	recognition	NOUN
cana-1229	83	4	shortly	shortly	ADV
cana-1229	83	5	ocr	ocr	PROPN
cana-1229	83	6	performs	perform	NOUN
cana-1229	83	7	,	,	PUNCT
cana-1229	83	8	text	text	NOUN
cana-1229	83	9	analyses	analysis	NOUN
cana-1229	83	10	to	to	PART
cana-1229	83	11	recognize	recognize	VERB
cana-1229	83	12	the	the	DET
cana-1229	83	13	character	character	NOUN
cana-1229	83	14	.	.	PUNCT
cana-1229	84	1	it	it	PRON
cana-1229	84	2	deals	deal	VERB
cana-1229	84	3	with	with	ADP
cana-1229	84	4	various	various	ADJ
cana-1229	84	5	input	input	NOUN
cana-1229	84	6	sources	source	NOUN
cana-1229	84	7	such	such	ADJ
cana-1229	84	8	as	as	ADP
cana-1229	84	9	documents	document	NOUN
cana-1229	84	10	that	that	PRON
cana-1229	84	11	were	be	AUX
cana-1229	84	12	scanned	scan	VERB
cana-1229	84	13	,	,	PUNCT
cana-1229	84	14	paper	paper	NOUN
cana-1229	84	15	based	base	VERB
cana-1229	84	16	content	content	NOUN
cana-1229	84	17	,	,	PUNCT
cana-1229	84	18	etc	etc	X
cana-1229	84	19	.	.	X
cana-1229	85	1	this	this	PRON
cana-1229	85	2	obtained	obtain	VERB
cana-1229	85	3	input	input	NOUN
cana-1229	85	4	could	could	AUX
cana-1229	85	5	be	be	AUX
cana-1229	85	6	converted	convert	VERB
cana-1229	85	7	to	to	ADP
cana-1229	85	8	a	a	DET
cana-1229	85	9	form	form	NOUN
cana-1229	85	10	that	that	PRON
cana-1229	85	11	allows	allow	VERB
cana-1229	85	12	for	for	ADP
cana-1229	85	13	editing	editing	NOUN
cana-1229	85	14	.	.	PUNCT
cana-1229	86	1	the	the	DET
cana-1229	86	2	process	process	NOUN
cana-1229	86	3	of	of	ADP
cana-1229	86	4	ocr	ocr	NOUN
cana-1229	86	5	involves	involve	VERB
cana-1229	86	6	various	various	ADJ
cana-1229	86	7	stages	stage	NOUN
cana-1229	86	8	such	such	ADJ
cana-1229	86	9	as	as	ADP
cana-1229	86	10	recognition	recognition	NOUN
cana-1229	86	11	,	,	PUNCT
cana-1229	86	12	segmentation	segmentation	NOUN
cana-1229	86	13	,	,	PUNCT
cana-1229	86	14	post	post	NOUN
cana-1229	86	15	processing	processing	NOUN
cana-1229	86	16	and	and	CCONJ
cana-1229	86	17	pre	pre	ADJ
cana-1229	86	18	-	-	ADJ
cana-1229	86	19	processing	processing	NOUN
cana-1229	86	20	.	.	PUNCT
cana-1229	87	1	firstly	firstly	ADV
cana-1229	87	2	,	,	PUNCT
cana-1229	87	3	preprocessing	preprocesse	VERB
cana-1229	87	4	step	step	NOUN
cana-1229	87	5	should	should	AUX
cana-1229	87	6	be	be	AUX
cana-1229	87	7	carried	carry	VERB
cana-1229	87	8	out	out	ADP
cana-1229	87	9	and	and	CCONJ
cana-1229	87	10	it	it	PRON
cana-1229	87	11	acts	act	VERB
cana-1229	87	12	as	as	ADP
cana-1229	87	13	a	a	DET
cana-1229	87	14	difficult	difficult	ADJ
cana-1229	87	15	stage	stage	NOUN
cana-1229	87	16	too	too	ADV
cana-1229	87	17	.	.	PUNCT
cana-1229	88	1	noise	noise	NOUN
cana-1229	88	2	removal	removal	NOUN
cana-1229	88	3	by	by	ADP
cana-1229	88	4	modified	modify	VERB
cana-1229	88	5	median	median	ADJ
cana-1229	88	6	filter	filter	NOUN
cana-1229	88	7	pre	pre	ADJ
cana-1229	88	8	-	-	ADJ
cana-1229	88	9	processing	processing	ADJ
cana-1229	88	10	deals	deal	NOUN
cana-1229	88	11	with	with	ADP
cana-1229	88	12	reduction	reduction	NOUN
cana-1229	88	13	or	or	CCONJ
cana-1229	88	14	removal	removal	NOUN
cana-1229	88	15	of	of	ADP
cana-1229	88	16	noise	noise	NOUN
cana-1229	88	17	in	in	ADP
cana-1229	88	18	images	image	NOUN
cana-1229	88	19	.	.	PUNCT
cana-1229	89	1	there	there	PRON
cana-1229	89	2	are	be	VERB
cana-1229	89	3	different	different	ADJ
cana-1229	89	4	types	type	NOUN
cana-1229	89	5	of	of	ADP
cana-1229	89	6	noise	noise	NOUN
cana-1229	89	7	are	be	AUX
cana-1229	89	8	available	available	ADJ
cana-1229	89	9	namely	namely	ADV
cana-1229	89	10	,	,	PUNCT
cana-1229	89	11	noise	noise	NOUN
cana-1229	89	12	,	,	PUNCT
cana-1229	89	13	salt	salt	NOUN
cana-1229	89	14	,	,	PUNCT
cana-1229	89	15	shot	shot	NOUN
cana-1229	89	16	,	,	PUNCT
cana-1229	89	17	quantization	quantization	NOUN
cana-1229	89	18	noise	noise	NOUN
cana-1229	89	19	(	(	PUNCT
cana-1229	89	20	uniform	uniform	ADJ
cana-1229	89	21	noise	noise	NOUN
cana-1229	89	22	)	)	PUNCT
cana-1229	89	23	,	,	PUNCT
cana-1229	89	24	film	film	NOUN
cana-1229	89	25	grain	grain	NOUN
cana-1229	89	26	,	,	PUNCT
cana-1229	89	27	anisotropic	anisotropic	NOUN
cana-1229	89	28	noise	noise	NOUN
cana-1229	89	29	and	and	CCONJ
cana-1229	89	30	periodic	periodic	ADJ
cana-1229	89	31	noise	noise	NOUN
cana-1229	89	32	.	.	PUNCT
cana-1229	90	1	to	to	PART
cana-1229	90	2	obtain	obtain	VERB
cana-1229	90	3	efficient	efficient	ADJ
cana-1229	90	4	results	result	NOUN
cana-1229	90	5	,	,	PUNCT
cana-1229	90	6	a	a	DET
cana-1229	90	7	modified	modify	VERB
cana-1229	90	8	mechanism	mechanism	NOUN
cana-1229	90	9	is	be	AUX
cana-1229	90	10	used	use	VERB
cana-1229	90	11	in	in	ADP
cana-1229	90	12	research	research	NOUN
cana-1229	90	13	areas	area	NOUN
cana-1229	90	14	namely	namely	ADV
cana-1229	90	15	k	k	NOUN
cana-1229	90	16	-	-	NOUN
cana-1229	90	17	algorithm	algorithm	NOUN
cana-1229	90	18	.	.	PUNCT
cana-1229	91	1	this	this	DET
cana-1229	91	2	approach	approach	NOUN
cana-1229	91	3	includes	include	VERB
cana-1229	91	4	two	two	NUM
cana-1229	91	5	different	different	ADJ
cana-1229	91	6	stages	stage	NOUN
cana-1229	91	7	namely	namely	ADV
cana-1229	91	8	,	,	PUNCT
cana-1229	91	9	binarization	binarization	NOUN
cana-1229	91	10	and	and	CCONJ
cana-1229	91	11	filtering	filtering	NOUN
cana-1229	91	12	.	.	PUNCT
cana-1229	92	1	re	re	VERB
cana-1229	92	2	-	-	ADJ
cana-1229	92	3	sampling	sample	VERB
cana-1229	92	4	algorithm	algorithm	NOUN
cana-1229	92	5	has	have	AUX
cana-1229	92	6	been	be	AUX
cana-1229	92	7	used	use	VERB
cana-1229	92	8	to	to	PART
cana-1229	92	9	perform	perform	VERB
cana-1229	92	10	filtering	filtering	NOUN
cana-1229	92	11	process	process	NOUN
cana-1229	92	12	in	in	ADP
cana-1229	92	13	noise	noise	NOUN
cana-1229	92	14	elimination	elimination	NOUN
cana-1229	92	15	steps	step	NOUN
cana-1229	92	16	.	.	PUNCT
cana-1229	93	1	filtering	filter	VERB
cana-1229	93	2	always	always	ADV
cana-1229	93	3	refers	refer	VERB
cana-1229	93	4	to	to	ADP
cana-1229	93	5	the	the	DET
cana-1229	93	6	various	various	ADJ
cana-1229	93	7	functions	function	NOUN
cana-1229	93	8	that	that	PRON
cana-1229	93	9	are	be	AUX
cana-1229	93	10	predefined	predefine	VERB
cana-1229	93	11	in	in	ADP
cana-1229	93	12	image	image	NOUN
cana-1229	93	13	to	to	PART
cana-1229	93	14	assign	assign	VERB
cana-1229	93	15	value	value	NOUN
cana-1229	93	16	to	to	PART
cana-1229	93	17	pixel	pixel	NOUN
cana-1229	93	18	which	which	PRON
cana-1229	93	19	is	be	AUX
cana-1229	93	20	consider	consider	VERB
cana-1229	93	21	as	as	ADP
cana-1229	93	22	function	function	NOUN
cana-1229	93	23	of	of	ADP
cana-1229	93	24	values	value	NOUN
cana-1229	93	25	.	.	PUNCT
cana-1229	94	1	bit	bit	NOUN
cana-1229	94	2	patterns	pattern	NOUN
cana-1229	94	3	which	which	PRON
cana-1229	94	4	are	be	AUX
cana-1229	94	5	unwanted	unwanted	ADJ
cana-1229	94	6	are	be	AUX
cana-1229	94	7	diminished	diminish	VERB
cana-1229	94	8	using	use	VERB
cana-1229	94	9	this	this	DET
cana-1229	94	10	methodology	methodology	NOUN
cana-1229	94	11	.	.	PUNCT
cana-1229	95	1	it	it	PRON
cana-1229	95	2	would	would	AUX
cana-1229	95	3	remove	remove	VERB
cana-1229	95	4	the	the	DET
cana-1229	95	5	images	image	NOUN
cana-1229	95	6	that	that	PRON
cana-1229	95	7	are	be	AUX
cana-1229	95	8	textured	texture	VERB
cana-1229	95	9	slightly	slightly	ADV
cana-1229	95	10	or	or	CCONJ
cana-1229	95	11	background	background	NOUN
cana-1229	95	12	with	with	ADP
cana-1229	95	13	colour	colour	NOUN
cana-1229	95	14	and	and	CCONJ
cana-1229	95	15	sharper	sharp	ADJ
cana-1229	95	16	it	it	PRON
cana-1229	95	17	.	.	PUNCT
cana-1229	96	1	due	due	ADP
cana-1229	96	2	to	to	ADP
cana-1229	96	3	this	this	DET
cana-1229	96	4	process	process	NOUN
cana-1229	96	5	,	,	PUNCT
cana-1229	96	6	much	much	ADJ
cana-1229	96	7	of	of	ADP
cana-1229	96	8	possible	possible	ADJ
cana-1229	96	9	noise	noise	NOUN
cana-1229	96	10	is	be	AUX
cana-1229	96	11	reduced	reduce	VERB
cana-1229	96	12	by	by	ADP
cana-1229	96	13	make	make	VERB
cana-1229	96	14	retaining	retain	VERB
cana-1229	96	15	only	only	ADV
cana-1229	96	16	relevant	relevant	ADJ
cana-1229	96	17	information	information	NOUN
cana-1229	96	18	.	.	PUNCT
cana-1229	97	1	filter	filter	NOUN
cana-1229	97	2	is	be	AUX
cana-1229	97	3	of	of	ADP
cana-1229	97	4	two	two	NUM
cana-1229	97	5	categories	category	NOUN
cana-1229	97	6	:	:	PUNCT
cana-1229	97	7	non	non	ADJ
cana-1229	97	8	-	-	ADJ
cana-1229	97	9	linear	linear	ADJ
cana-1229	97	10	and	and	CCONJ
cana-1229	97	11	linear	linear	ADJ
cana-1229	97	12	filters	filter	NOUN
cana-1229	97	13	.	.	PUNCT
cana-1229	98	1	since	since	SCONJ
cana-1229	98	2	linear	linear	ADJ
cana-1229	98	3	type	type	NOUN
cana-1229	98	4	has	have	VERB
cana-1229	98	5	some	some	DET
cana-1229	98	6	disadvantages	disadvantage	NOUN
cana-1229	98	7	,	,	PUNCT
cana-1229	98	8	the	the	DET
cana-1229	98	9	non	non	ADJ
cana-1229	98	10	-	-	ADJ
cana-1229	98	11	linear	linear	ADJ
cana-1229	98	12	type	type	NOUN
cana-1229	98	13	has	have	AUX
cana-1229	98	14	been	be	AUX
cana-1229	98	15	used	use	VERB
cana-1229	98	16	to	to	PART
cana-1229	98	17	overcome	overcome	VERB
cana-1229	98	18	those	those	DET
cana-1229	98	19	disadvantages	disadvantage	NOUN
cana-1229	98	20	such	such	ADJ
cana-1229	98	21	as	as	ADP
cana-1229	98	22	blurring	blur	VERB
cana-1229	98	23	edges	edge	NOUN
cana-1229	98	24	,	,	PUNCT
cana-1229	98	25	blurring	blur	VERB
cana-1229	98	26	details	detail	NOUN
cana-1229	98	27	and	and	CCONJ
cana-1229	98	28	destruction	destruction	NOUN
cana-1229	98	29	in	in	ADP
cana-1229	98	30	lines	line	NOUN
cana-1229	98	31	.	.	PUNCT
cana-1229	99	1	preprocessing	preprocessing	NOUN
cana-1229	99	2	-	-	PUNCT
cana-1229	99	3	binarization	binarization	NOUN
cana-1229	99	4	,	,	PUNCT
cana-1229	99	5	size	size	NOUN
cana-1229	99	6	normalization	normalization	NOUN
cana-1229	99	7	communications	communication	NOUN
cana-1229	99	8	on	on	ADP
cana-1229	99	9	applied	apply	VERB
cana-1229	99	10	nonlinear	nonlinear	ADJ
cana-1229	99	11	analysis	analysis	NOUN
cana-1229	99	12	issn	issn	NOUN
cana-1229	99	13	:	:	PUNCT
cana-1229	99	14	1074	1074	NUM
cana-1229	99	15	-	-	PUNCT
cana-1229	99	16	133x	133x	NUM
cana-1229	99	17	vol	vol	NOUN
cana-1229	99	18	31	31	NUM
cana-1229	99	19	no	no	NOUN
cana-1229	99	20	.	.	PUNCT
cana-1229	100	1	6s	6s	NUM
cana-1229	100	2	(	(	PUNCT
cana-1229	100	3	2024	2024	NUM
cana-1229	100	4	)	)	PUNCT
cana-1229	100	5	371	371	NUM
cana-1229	100	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1229	100	7	binarization	binarization	NOUN
cana-1229	100	8	binarization	binarization	NOUN
cana-1229	100	9	is	be	AUX
cana-1229	100	10	one	one	NUM
cana-1229	100	11	among	among	ADP
cana-1229	100	12	the	the	DET
cana-1229	100	13	approaches	approach	NOUN
cana-1229	100	14	used	use	VERB
cana-1229	100	15	for	for	ADP
cana-1229	100	16	image	image	NOUN
cana-1229	100	17	denoising	denoising	NOUN
cana-1229	100	18	.	.	PUNCT
cana-1229	101	1	binarization	binarization	NOUN
cana-1229	101	2	step	step	NOUN
cana-1229	101	3	could	could	AUX
cana-1229	101	4	be	be	AUX
cana-1229	101	5	carried	carry	VERB
cana-1229	101	6	out	out	ADP
cana-1229	101	7	after	after	ADP
cana-1229	101	8	a	a	DET
cana-1229	101	9	filtering	filter	VERB
cana-1229	101	10	process	process	NOUN
cana-1229	101	11	.	.	PUNCT
cana-1229	102	1	these	these	DET
cana-1229	102	2	filtering	filtering	NOUN
cana-1229	102	3	and	and	CCONJ
cana-1229	102	4	binarization	binarization	NOUN
cana-1229	102	5	methodologies	methodology	NOUN
cana-1229	102	6	are	be	AUX
cana-1229	102	7	adapted	adapt	VERB
cana-1229	102	8	by	by	ADP
cana-1229	102	9	modified	modify	VERB
cana-1229	102	10	mechanisms	mechanism	NOUN
cana-1229	102	11	for	for	ADP
cana-1229	102	12	noise	noise	NOUN
cana-1229	102	13	reduction	reduction	NOUN
cana-1229	102	14	.	.	PUNCT
cana-1229	103	1	the	the	DET
cana-1229	103	2	name	name	NOUN
cana-1229	103	3	of	of	ADP
cana-1229	103	4	the	the	DET
cana-1229	103	5	modified	modify	VERB
cana-1229	103	6	technology	technology	NOUN
cana-1229	103	7	is	be	AUX
cana-1229	103	8	k	k	NOUN
cana-1229	103	9	-	-	NOUN
cana-1229	103	10	algorithm	algorithm	NOUN
cana-1229	103	11	which	which	PRON
cana-1229	103	12	would	would	AUX
cana-1229	103	13	actively	actively	ADV
cana-1229	103	14	involve	involve	VERB
cana-1229	103	15	in	in	ADP
cana-1229	103	16	performing	perform	VERB
cana-1229	103	17	removal	removal	NOUN
cana-1229	103	18	of	of	ADP
cana-1229	103	19	noise	noise	NOUN
cana-1229	103	20	presence	presence	NOUN
cana-1229	103	21	in	in	ADP
cana-1229	103	22	image	image	NOUN
cana-1229	103	23	.	.	PUNCT
cana-1229	104	1	this	this	DET
cana-1229	104	2	binarization	binarization	NOUN
cana-1229	104	3	(	(	PUNCT
cana-1229	104	4	ntogas	ntogas	NOUN
cana-1229	104	5	et	et	NOUN
cana-1229	104	6	al	al	PROPN
cana-1229	104	7	2013	2013	NUM
cana-1229	104	8	)	)	PUNCT
cana-1229	104	9	approach	approach	NOUN
cana-1229	104	10	could	could	AUX
cana-1229	104	11	be	be	AUX
cana-1229	104	12	applicable	applicable	ADJ
cana-1229	104	13	for	for	ADP
cana-1229	104	14	images	image	NOUN
cana-1229	104	15	in	in	ADP
cana-1229	104	16	order	order	NOUN
cana-1229	104	17	to	to	PART
cana-1229	104	18	separate	separate	VERB
cana-1229	104	19	the	the	DET
cana-1229	104	20	text	text	NOUN
cana-1229	104	21	from	from	ADP
cana-1229	104	22	background	background	NOUN
cana-1229	104	23	.	.	PUNCT
cana-1229	105	1	this	this	DET
cana-1229	105	2	process	process	NOUN
cana-1229	105	3	is	be	AUX
cana-1229	105	4	purely	purely	ADV
cana-1229	105	5	based	base	VERB
cana-1229	105	6	on	on	ADP
cana-1229	105	7	thresholding	thresholding	NOUN
cana-1229	105	8	and	and	CCONJ
cana-1229	105	9	the	the	DET
cana-1229	105	10	filtering	filtering	NOUN
cana-1229	105	11	which	which	PRON
cana-1229	105	12	is	be	AUX
cana-1229	105	13	combined	combine	VERB
cana-1229	105	14	with	with	ADP
cana-1229	105	15	algorithms	algorithm	NOUN
cana-1229	105	16	of	of	ADP
cana-1229	105	17	image	image	NOUN
cana-1229	105	18	processing	processing	NOUN
cana-1229	105	19	.	.	PUNCT
cana-1229	106	1	the	the	DET
cana-1229	106	2	procedures	procedure	NOUN
cana-1229	106	3	of	of	ADP
cana-1229	106	4	binarization	binarization	NOUN
cana-1229	106	5	involve	involve	VERB
cana-1229	106	6	5	5	NUM
cana-1229	106	7	sets	set	NOUN
cana-1229	106	8	of	of	ADP
cana-1229	106	9	discrete	discrete	ADJ
cana-1229	106	10	stages	stage	NOUN
cana-1229	106	11	which	which	PRON
cana-1229	106	12	depend	depend	VERB
cana-1229	106	13	on	on	ADP
cana-1229	106	14	various	various	ADJ
cana-1229	106	15	classes	class	NOUN
cana-1229	106	16	of	of	ADP
cana-1229	106	17	images	image	NOUN
cana-1229	106	18	.	.	PUNCT
cana-1229	107	1	it	it	PRON
cana-1229	107	2	acts	act	VERB
cana-1229	107	3	as	as	ADP
cana-1229	107	4	refinement	refinement	NOUN
cana-1229	107	5	methodology	methodology	NOUN
cana-1229	107	6	in	in	ADP
cana-1229	107	7	order	order	NOUN
cana-1229	107	8	to	to	PART
cana-1229	107	9	improve	improve	VERB
cana-1229	107	10	image	image	NOUN
cana-1229	107	11	quality	quality	NOUN
cana-1229	107	12	.	.	PUNCT
cana-1229	108	1	the	the	DET
cana-1229	108	2	result	result	NOUN
cana-1229	108	3	obtained	obtain	VERB
cana-1229	108	4	in	in	ADP
cana-1229	108	5	filtering	filter	VERB
cana-1229	108	6	stage	stage	NOUN
cana-1229	108	7	might	might	AUX
cana-1229	108	8	still	still	ADV
cana-1229	108	9	possess	possess	VERB
cana-1229	108	10	coloured	coloured	ADJ
cana-1229	108	11	backgrounds	background	NOUN
cana-1229	108	12	slightly	slightly	ADV
cana-1229	108	13	that	that	PRON
cana-1229	108	14	lead	lead	VERB
cana-1229	108	15	to	to	PART
cana-1229	108	16	interference	interference	VERB
cana-1229	108	17	in	in	ADP
cana-1229	108	18	functioning	function	VERB
cana-1229	108	19	of	of	ADP
cana-1229	108	20	next	next	ADJ
cana-1229	108	21	stages	stage	NOUN
cana-1229	108	22	.	.	PUNCT
cana-1229	109	1	in	in	ADP
cana-1229	109	2	order	order	NOUN
cana-1229	109	3	to	to	PART
cana-1229	109	4	avoid	avoid	VERB
cana-1229	109	5	and	and	CCONJ
cana-1229	109	6	deal	deal	VERB
cana-1229	109	7	with	with	ADP
cana-1229	109	8	these	these	DET
cana-1229	109	9	said	say	VERB
cana-1229	109	10	issues	issue	NOUN
cana-1229	109	11	,	,	PUNCT
cana-1229	109	12	binarization	binarization	NOUN
cana-1229	109	13	has	have	AUX
cana-1229	109	14	been	be	AUX
cana-1229	109	15	introduced	introduce	VERB
cana-1229	109	16	.	.	PUNCT
cana-1229	110	1	binarization	binarization	NOUN
cana-1229	110	2	step	step	NOUN
cana-1229	110	3	is	be	AUX
cana-1229	110	4	involved	involve	VERB
cana-1229	110	5	in	in	ADP
cana-1229	110	6	conversion	conversion	NOUN
cana-1229	110	7	of	of	ADP
cana-1229	110	8	filtering	filter	VERB
cana-1229	110	9	image	image	NOUN
cana-1229	110	10	into	into	ADP
cana-1229	110	11	digital	digital	ADJ
cana-1229	110	12	image	image	NOUN
cana-1229	110	13	which	which	PRON
cana-1229	110	14	means	mean	VERB
cana-1229	110	15	binary	binary	NOUN
cana-1229	110	16	.	.	PUNCT
cana-1229	111	1	from	from	ADP
cana-1229	111	2	this	this	PRON
cana-1229	111	3	,	,	PUNCT
cana-1229	111	4	the	the	DET
cana-1229	111	5	value	value	NOUN
cana-1229	111	6	of	of	ADP
cana-1229	111	7	threshold	threshold	NOUN
cana-1229	111	8	could	could	AUX
cana-1229	111	9	be	be	AUX
cana-1229	111	10	calculated	calculate	VERB
cana-1229	111	11	and	and	CCONJ
cana-1229	111	12	finally	finally	ADV
cana-1229	111	13	based	base	VERB
cana-1229	111	14	on	on	ADP
cana-1229	111	15	colours	colour	NOUN
cana-1229	111	16	,	,	PUNCT
cana-1229	111	17	the	the	DET
cana-1229	111	18	processes	process	NOUN
cana-1229	111	19	are	be	AUX
cana-1229	111	20	carried	carry	VERB
cana-1229	111	21	out	out	ADP
cana-1229	111	22	.	.	PUNCT
cana-1229	112	1	that	that	PRON
cana-1229	112	2	is	be	AUX
cana-1229	112	3	,	,	PUNCT
cana-1229	112	4	if	if	SCONJ
cana-1229	112	5	the	the	DET
cana-1229	112	6	intensity	intensity	NOUN
cana-1229	112	7	value	value	NOUN
cana-1229	112	8	of	of	ADP
cana-1229	112	9	pixel	pixel	NOUN
cana-1229	112	10	is	be	AUX
cana-1229	112	11	above	above	ADP
cana-1229	112	12	threshold	threshold	NOUN
cana-1229	112	13	value	value	NOUN
cana-1229	112	14	,	,	PUNCT
cana-1229	112	15	it	it	PRON
cana-1229	112	16	is	be	AUX
cana-1229	112	17	set	set	VERB
cana-1229	112	18	as	as	ADP
cana-1229	112	19	white	white	ADJ
cana-1229	112	20	(	(	PUNCT
cana-1229	112	21	0	0	NUM
cana-1229	112	22	)	)	PUNCT
cana-1229	112	23	and	and	CCONJ
cana-1229	112	24	if	if	SCONJ
cana-1229	112	25	it	it	PRON
cana-1229	112	26	is	be	AUX
cana-1229	112	27	below	below	ADP
cana-1229	112	28	the	the	DET
cana-1229	112	29	thresholding	thresholding	NOUN
cana-1229	112	30	value	value	NOUN
cana-1229	112	31	,	,	PUNCT
cana-1229	112	32	it	it	PRON
cana-1229	112	33	is	be	AUX
cana-1229	112	34	set	set	VERB
cana-1229	112	35	to	to	PART
cana-1229	112	36	be	be	AUX
cana-1229	112	37	black	black	ADJ
cana-1229	112	38	(	(	PUNCT
cana-1229	112	39	1	1	NUM
cana-1229	112	40	)	)	PUNCT
cana-1229	112	41	.	.	PUNCT
cana-1229	113	1	thus	thus	ADV
cana-1229	113	2	by	by	ADP
cana-1229	113	3	using	use	VERB
cana-1229	113	4	average	average	NOUN
cana-1229	113	5	of	of	ADP
cana-1229	113	6	overall	overall	ADJ
cana-1229	113	7	pixel	pixel	PROPN
cana-1229	113	8	intensities	intensity	NOUN
cana-1229	113	9	in	in	ADP
cana-1229	113	10	document	document	NOUN
cana-1229	113	11	,	,	PUNCT
cana-1229	113	12	the	the	DET
cana-1229	113	13	threshold	threshold	NOUN
cana-1229	113	14	value	value	NOUN
cana-1229	113	15	could	could	AUX
cana-1229	113	16	be	be	AUX
cana-1229	113	17	obtained	obtain	VERB
cana-1229	113	18	.	.	PUNCT
cana-1229	114	1	size	size	NOUN
cana-1229	114	2	normalization	normalization	NOUN
cana-1229	114	3	in	in	ADP
cana-1229	114	4	image	image	NOUN
cana-1229	114	5	processing	processing	NOUN
cana-1229	114	6	,	,	PUNCT
cana-1229	114	7	normalization	normalization	NOUN
cana-1229	114	8	is	be	AUX
cana-1229	114	9	one	one	NUM
cana-1229	114	10	of	of	ADP
cana-1229	114	11	the	the	DET
cana-1229	114	12	important	important	ADJ
cana-1229	114	13	steps	step	NOUN
cana-1229	114	14	that	that	PRON
cana-1229	114	15	could	could	AUX
cana-1229	114	16	obtain	obtain	VERB
cana-1229	114	17	better	well	ADJ
cana-1229	114	18	image	image	NOUN
cana-1229	114	19	recognition	recognition	NOUN
cana-1229	114	20	.	.	PUNCT
cana-1229	115	1	normalization	normalization	NOUN
cana-1229	115	2	is	be	AUX
cana-1229	115	3	the	the	DET
cana-1229	115	4	process	process	NOUN
cana-1229	115	5	of	of	ADP
cana-1229	115	6	changing	change	VERB
cana-1229	115	7	the	the	DET
cana-1229	115	8	ranges	range	NOUN
cana-1229	115	9	of	of	ADP
cana-1229	115	10	intensity	intensity	NOUN
cana-1229	115	11	value	value	NOUN
cana-1229	115	12	available	available	ADJ
cana-1229	115	13	for	for	ADP
cana-1229	115	14	every	every	DET
cana-1229	115	15	image	image	NOUN
cana-1229	115	16	.	.	PUNCT
cana-1229	116	1	for	for	ADP
cana-1229	116	2	instance	instance	NOUN
cana-1229	116	3	,	,	PUNCT
cana-1229	116	4	it	it	PRON
cana-1229	116	5	is	be	AUX
cana-1229	116	6	used	use	VERB
cana-1229	116	7	in	in	ADP
cana-1229	116	8	application	application	NOUN
cana-1229	116	9	of	of	ADP
cana-1229	116	10	photography	photography	NOUN
cana-1229	116	11	too	too	ADV
cana-1229	116	12	in	in	ADP
cana-1229	116	13	order	order	NOUN
cana-1229	116	14	to	to	PART
cana-1229	116	15	avoid	avoid	VERB
cana-1229	116	16	poor	poor	ADJ
cana-1229	116	17	contrast	contrast	NOUN
cana-1229	116	18	.	.	PUNCT
cana-1229	117	1	it	it	PRON
cana-1229	117	2	is	be	AUX
cana-1229	117	3	also	also	ADV
cana-1229	117	4	called	call	VERB
cana-1229	117	5	contrast	contrast	NOUN
cana-1229	117	6	based	base	VERB
cana-1229	117	7	stretching	stretching	NOUN
cana-1229	117	8	or	or	CCONJ
cana-1229	117	9	histogram	histogram	NOUN
cana-1229	117	10	based	base	VERB
cana-1229	117	11	.	.	PUNCT
cana-1229	118	1	the	the	DET
cana-1229	118	2	purpose	purpose	NOUN
cana-1229	118	3	of	of	ADP
cana-1229	118	4	this	this	DET
cana-1229	118	5	approach	approach	NOUN
cana-1229	118	6	is	be	AUX
cana-1229	118	7	to	to	PART
cana-1229	118	8	bring	bring	VERB
cana-1229	118	9	out	out	ADP
cana-1229	118	10	images	image	NOUN
cana-1229	118	11	with	with	ADP
cana-1229	118	12	good	good	ADJ
cana-1229	118	13	visual	visual	ADJ
cana-1229	118	14	sense	sense	NOUN
cana-1229	118	15	.	.	PUNCT
cana-1229	119	1	this	this	DET
cana-1229	119	2	size	size	NOUN
cana-1229	119	3	normalization	normalization	NOUN
cana-1229	119	4	aims	aim	VERB
cana-1229	119	5	to	to	PART
cana-1229	119	6	remove	remove	VERB
cana-1229	119	7	the	the	DET
cana-1229	119	8	noise	noise	NOUN
cana-1229	119	9	.	.	PUNCT
cana-1229	120	1	in	in	ADP
cana-1229	120	2	addition	addition	NOUN
cana-1229	120	3	to	to	ADP
cana-1229	120	4	that	that	PRON
cana-1229	120	5	,	,	PUNCT
cana-1229	120	6	it	it	PRON
cana-1229	120	7	could	could	AUX
cana-1229	120	8	improve	improve	VERB
cana-1229	120	9	the	the	DET
cana-1229	120	10	image	image	NOUN
cana-1229	120	11	into	into	ADP
cana-1229	120	12	high	high	ADJ
cana-1229	120	13	range	range	NOUN
cana-1229	120	14	quality	quality	NOUN
cana-1229	120	15	based	base	VERB
cana-1229	120	16	on	on	ADP
cana-1229	120	17	intensity	intensity	NOUN
cana-1229	120	18	result	result	NOUN
cana-1229	120	19	.	.	PUNCT
cana-1229	121	1	this	this	PRON
cana-1229	121	2	means	mean	VERB
cana-1229	121	3	the	the	DET
cana-1229	121	4	quality	quality	NOUN
cana-1229	121	5	depends	depend	VERB
cana-1229	121	6	on	on	ADP
cana-1229	121	7	value	value	NOUN
cana-1229	121	8	in	in	ADP
cana-1229	121	9	the	the	DET
cana-1229	121	10	term	term	NOUN
cana-1229	121	11	of	of	ADP
cana-1229	121	12	intensity	intensity	NOUN
cana-1229	121	13	.	.	PUNCT
cana-1229	122	1	this	this	DET
cana-1229	122	2	process	process	NOUN
cana-1229	122	3	of	of	ADP
cana-1229	122	4	normalization	normalization	NOUN
cana-1229	122	5	is	be	AUX
cana-1229	122	6	a	a	DET
cana-1229	122	7	linear	linear	ADJ
cana-1229	122	8	process	process	NOUN
cana-1229	122	9	.	.	PUNCT
cana-1229	123	1	for	for	ADP
cana-1229	123	2	instance	instance	NOUN
cana-1229	123	3	,	,	PUNCT
cana-1229	123	4	if	if	SCONJ
cana-1229	123	5	the	the	DET
cana-1229	123	6	image	image	NOUN
cana-1229	123	7	has	have	VERB
cana-1229	123	8	intensity	intensity	NOUN
cana-1229	123	9	ranges	range	NOUN
cana-1229	123	10	between	between	ADP
cana-1229	123	11	50	50	NUM
cana-1229	123	12	and	and	CCONJ
cana-1229	123	13	180	180	NUM
cana-1229	123	14	then	then	ADV
cana-1229	123	15	the	the	DET
cana-1229	123	16	range	range	NOUN
cana-1229	123	17	desired	desire	VERB
cana-1229	123	18	is	be	AUX
cana-1229	123	19	between	between	ADP
cana-1229	123	20	0	0	NUM
cana-1229	123	21	and	and	CCONJ
cana-1229	123	22	255	255	NUM
cana-1229	123	23	.	.	PUNCT
cana-1229	124	1	each	each	DET
cana-1229	124	2	and	and	CCONJ
cana-1229	124	3	every	every	DET
cana-1229	124	4	pixel	pixel	PROPN
cana-1229	124	5	based	base	VERB
cana-1229	124	6	intensity	intensity	NOUN
cana-1229	124	7	is	be	AUX
cana-1229	124	8	multiplied	multiply	VERB
cana-1229	124	9	by	by	ADP
cana-1229	124	10	using	use	VERB
cana-1229	124	11	255/180	255/180	PROPN
cana-1229	124	12	and	and	CCONJ
cana-1229	124	13	obtains	obtain	VERB
cana-1229	124	14	a	a	DET
cana-1229	124	15	range	range	NOUN
cana-1229	124	16	of	of	ADP
cana-1229	124	17	0	0	NUM
cana-1229	124	18	to	to	ADP
cana-1229	124	19	255.automatic	255.automatic	ADJ
cana-1229	124	20	normalization	normalization	NOUN
cana-1229	124	21	typically	typically	ADV
cana-1229	124	22	normalize	normalize	VERB
cana-1229	124	23	the	the	DET
cana-1229	124	24	image	image	NOUN
cana-1229	124	25	in	in	ADP
cana-1229	124	26	any	any	DET
cana-1229	124	27	file	file	NOUN
cana-1229	124	28	format	format	NOUN
cana-1229	124	29	.	.	PUNCT
cana-1229	125	1	it	it	PRON
cana-1229	125	2	leads	lead	VERB
cana-1229	125	3	to	to	ADP
cana-1229	125	4	production	production	NOUN
cana-1229	125	5	of	of	ADP
cana-1229	125	6	image	image	NOUN
cana-1229	125	7	in	in	ADP
cana-1229	125	8	constant	constant	ADJ
cana-1229	125	9	dimension	dimension	NOUN
cana-1229	125	10	.	.	PUNCT
cana-1229	126	1	it	it	PRON
cana-1229	126	2	aims	aim	VERB
cana-1229	126	3	to	to	PART
cana-1229	126	4	reduce	reduce	VERB
cana-1229	126	5	the	the	DET
cana-1229	126	6	variations	variation	NOUN
cana-1229	126	7	which	which	PRON
cana-1229	126	8	occur	occur	VERB
cana-1229	126	9	during	during	ADP
cana-1229	126	10	writing	writing	NOUN
cana-1229	126	11	of	of	ADP
cana-1229	126	12	data	datum	NOUN
cana-1229	126	13	.	.	PUNCT
cana-1229	127	1	for	for	ADP
cana-1229	127	2	instance	instance	NOUN
cana-1229	127	3	,	,	PUNCT
cana-1229	127	4	the	the	DET
cana-1229	127	5	size	size	NOUN
cana-1229	127	6	normalization	normalization	NOUN
cana-1229	127	7	(	(	PUNCT
cana-1229	127	8	kumar	kumar	PROPN
cana-1229	127	9	et	et	PROPN
cana-1229	127	10	al	al	PROPN
cana-1229	127	11	2013	2013	NUM
cana-1229	127	12	)	)	PUNCT
cana-1229	127	13	has	have	AUX
cana-1229	127	14	been	be	AUX
cana-1229	127	15	used	use	VERB
cana-1229	127	16	to	to	PART
cana-1229	127	17	adjust	adjust	VERB
cana-1229	127	18	the	the	DET
cana-1229	127	19	size	size	NOUN
cana-1229	127	20	of	of	ADP
cana-1229	127	21	character	character	NOUN
cana-1229	127	22	in	in	ADP
cana-1229	127	23	a	a	DET
cana-1229	127	24	form	form	NOUN
cana-1229	127	25	of	of	ADP
cana-1229	127	26	standard	standard	NOUN
cana-1229	127	27	.	.	PUNCT
cana-1229	128	1	segmentation	segmentation	NOUN
cana-1229	128	2	using	use	VERB
cana-1229	128	3	particle	particle	NOUN
cana-1229	128	4	swarm	swarm	NOUN
cana-1229	128	5	optimization	optimization	NOUN
cana-1229	128	6	(	(	PUNCT
cana-1229	128	7	pso	pso	NOUN
cana-1229	128	8	)	)	PUNCT
cana-1229	128	9	.	.	PUNCT
cana-1229	129	1	the	the	DET
cana-1229	129	2	phenomenon	phenomenon	NOUN
cana-1229	129	3	widely	widely	ADV
cana-1229	129	4	involved	involve	VERB
cana-1229	129	5	around	around	ADP
cana-1229	129	6	the	the	DET
cana-1229	129	7	world	world	NOUN
cana-1229	129	8	is	be	AUX
cana-1229	129	9	problem	problem	NOUN
cana-1229	129	10	solving	solve	VERB
cana-1229	129	11	.	.	PUNCT
cana-1229	130	1	a	a	DET
cana-1229	130	2	domain	domain	NOUN
cana-1229	130	3	where	where	SCONJ
cana-1229	130	4	emerges	emerge	VERB
cana-1229	130	5	from	from	ADP
cana-1229	130	6	specific	specific	ADJ
cana-1229	130	7	behaviours	behaviour	NOUN
cana-1229	130	8	of	of	ADP
cana-1229	130	9	particular	particular	ADJ
cana-1229	130	10	particle	particle	NOUN
cana-1229	130	11	during	during	ADP
cana-1229	130	12	interactions	interaction	NOUN
cana-1229	130	13	.	.	PUNCT
cana-1229	131	1	because	because	SCONJ
cana-1229	131	2	of	of	ADP
cana-1229	131	3	topology	topology	NOUN
cana-1229	131	4	structure	structure	NOUN
cana-1229	131	5	of	of	ADP
cana-1229	131	6	communication	communication	NOUN
cana-1229	131	7	,	,	PUNCT
cana-1229	131	8	the	the	DET
cana-1229	131	9	populations	population	NOUN
cana-1229	131	10	have	have	AUX
cana-1229	131	11	been	be	AUX
cana-1229	131	12	organized	organize	VERB
cana-1229	131	13	.	.	PUNCT
cana-1229	132	1	this	this	PRON
cana-1229	132	2	is	be	AUX
cana-1229	132	3	carried	carry	VERB
cana-1229	132	4	out	out	ADP
cana-1229	132	5	in	in	ADP
cana-1229	132	6	social	social	ADJ
cana-1229	132	7	network	network	NOUN
cana-1229	132	8	.	.	PUNCT
cana-1229	133	1	in	in	ADP
cana-1229	133	2	the	the	DET
cana-1229	133	3	research	research	NOUN
cana-1229	133	4	of	of	ADP
cana-1229	133	5	pso	pso	NOUN
cana-1229	133	6	,	,	PUNCT
cana-1229	133	7	coordinates	coordinate	NOUN
cana-1229	133	8	have	have	AUX
cana-1229	133	9	been	be	AUX
cana-1229	133	10	tracking	track	VERB
cana-1229	133	11	in	in	ADP
cana-1229	133	12	solution	solution	NOUN
cana-1229	133	13	space	space	NOUN
cana-1229	133	14	.	.	PUNCT
cana-1229	134	1	this	this	PRON
cana-1229	134	2	could	could	AUX
cana-1229	134	3	be	be	AUX
cana-1229	134	4	associated	associate	VERB
cana-1229	134	5	along	along	ADP
cana-1229	134	6	with	with	ADP
cana-1229	134	7	fitness	fitness	NOUN
cana-1229	134	8	which	which	PRON
cana-1229	134	9	means	mean	VERB
cana-1229	134	10	best	good	ADJ
cana-1229	134	11	solution	solution	NOUN
cana-1229	134	12	.	.	PUNCT
cana-1229	135	1	the	the	DET
cana-1229	135	2	value	value	NOUN
cana-1229	135	3	obtained	obtain	VERB
cana-1229	135	4	from	from	ADP
cana-1229	135	5	this	this	DET
cana-1229	135	6	process	process	NOUN
cana-1229	135	7	is	be	AUX
cana-1229	135	8	said	say	VERB
cana-1229	135	9	to	to	PART
cana-1229	135	10	be	be	AUX
cana-1229	135	11	as	as	ADV
cana-1229	135	12	pbest	pb	ADJ
cana-1229	135	13	which	which	PRON
cana-1229	135	14	stands	stand	VERB
cana-1229	135	15	for	for	ADP
cana-1229	135	16	personal	personal	ADJ
cana-1229	135	17	best	good	ADJ
cana-1229	135	18	.	.	PUNCT
cana-1229	136	1	alternate	alternate	ADJ
cana-1229	136	2	value	value	NOUN
cana-1229	136	3	at	at	ADP
cana-1229	136	4	best	good	ADJ
cana-1229	136	5	level	level	NOUN
cana-1229	136	6	which	which	PRON
cana-1229	136	7	is	be	AUX
cana-1229	136	8	tracked	track	VERB
cana-1229	136	9	by	by	ADP
cana-1229	136	10	pso	pso	NOUN
cana-1229	136	11	and	and	CCONJ
cana-1229	136	12	this	this	PRON
cana-1229	136	13	is	be	AUX
cana-1229	136	14	considered	consider	VERB
cana-1229	136	15	as	as	ADV
cana-1229	136	16	best	good	ADJ
cana-1229	136	17	value	value	NOUN
cana-1229	136	18	which	which	PRON
cana-1229	136	19	is	be	AUX
cana-1229	136	20	obtained	obtain	VERB
cana-1229	136	21	from	from	ADP
cana-1229	136	22	particle	particle	NOUN
cana-1229	136	23	present	present	NOUN
cana-1229	136	24	in	in	ADP
cana-1229	136	25	the	the	DET
cana-1229	136	26	neighbourhood	neighbourhood	NOUN
cana-1229	136	27	of	of	ADP
cana-1229	136	28	particle	particle	NOUN
cana-1229	136	29	.	.	PUNCT
cana-1229	137	1	communications	communication	NOUN
cana-1229	137	2	on	on	ADP
cana-1229	137	3	applied	apply	VERB
cana-1229	137	4	nonlinear	nonlinear	ADJ
cana-1229	137	5	analysis	analysis	NOUN
cana-1229	137	6	issn	issn	NOUN
cana-1229	137	7	:	:	PUNCT
cana-1229	137	8	1074	1074	NUM
cana-1229	137	9	-	-	PUNCT
cana-1229	137	10	133x	133x	NUM
cana-1229	137	11	vol	vol	NOUN
cana-1229	137	12	31	31	NUM
cana-1229	137	13	no	no	NOUN
cana-1229	137	14	.	.	PUNCT
cana-1229	138	1	6s	6s	NUM
cana-1229	138	2	(	(	PUNCT
cana-1229	138	3	2024	2024	NUM
cana-1229	138	4	)	)	PUNCT
cana-1229	138	5	372	372	NUM
cana-1229	138	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1229	138	7	3.1.2	3.1.2	NUM
cana-1229	138	8	deep	deep	ADJ
cana-1229	138	9	neural	neural	ADJ
cana-1229	138	10	network	network	NOUN
cana-1229	138	11	classifier	classifier	NOUN
cana-1229	138	12	deep	deep	ADJ
cana-1229	138	13	neural	neural	ADJ
cana-1229	138	14	network	network	NOUN
cana-1229	138	15	is	be	AUX
cana-1229	138	16	called	call	VERB
cana-1229	138	17	to	to	PART
cana-1229	138	18	be	be	AUX
cana-1229	138	19	learning	learn	VERB
cana-1229	138	20	approach	approach	NOUN
cana-1229	138	21	,	,	PUNCT
cana-1229	138	22	where	where	SCONJ
cana-1229	138	23	it	it	PRON
cana-1229	138	24	could	could	AUX
cana-1229	138	25	be	be	AUX
cana-1229	138	26	used	use	VERB
cana-1229	138	27	for	for	SCONJ
cana-1229	138	28	humans	human	NOUN
cana-1229	138	29	to	to	PART
cana-1229	138	30	obtain	obtain	VERB
cana-1229	138	31	knowledge	knowledge	NOUN
cana-1229	138	32	.	.	PUNCT
cana-1229	139	1	in	in	ADP
cana-1229	139	2	another	another	DET
cana-1229	139	3	words	word	NOUN
cana-1229	139	4	,	,	PUNCT
cana-1229	139	5	it	it	PRON
cana-1229	139	6	would	would	AUX
cana-1229	139	7	be	be	AUX
cana-1229	139	8	considered	consider	VERB
cana-1229	139	9	as	as	ADP
cana-1229	139	10	an	an	DET
cana-1229	139	11	approach	approach	NOUN
cana-1229	139	12	for	for	ADP
cana-1229	139	13	automation	automation	NOUN
cana-1229	139	14	of	of	ADP
cana-1229	139	15	predictive	predictive	ADJ
cana-1229	139	16	base	base	NOUN
cana-1229	139	17	analysis	analysis	NOUN
cana-1229	139	18	.	.	PUNCT
cana-1229	140	1	deep	deep	ADJ
cana-1229	140	2	neural	neural	ADJ
cana-1229	140	3	network	network	NOUN
cana-1229	140	4	shortly	shortly	ADV
cana-1229	140	5	dnn	dnn	PROPN
cana-1229	140	6	is	be	AUX
cana-1229	140	7	an	an	DET
cana-1229	140	8	artificial	artificial	ADJ
cana-1229	140	9	neural	neural	ADJ
cana-1229	140	10	network	network	NOUN
cana-1229	140	11	with	with	ADP
cana-1229	140	12	various	various	ADJ
cana-1229	140	13	hidden	hidden	ADJ
cana-1229	140	14	layers	layer	NOUN
cana-1229	140	15	.	.	PUNCT
cana-1229	141	1	these	these	DET
cana-1229	141	2	layers	layer	NOUN
cana-1229	141	3	are	be	AUX
cana-1229	141	4	placed	place	VERB
cana-1229	141	5	between	between	ADP
cana-1229	141	6	output	output	NOUN
cana-1229	141	7	and	and	CCONJ
cana-1229	141	8	input	input	NOUN
cana-1229	141	9	layers	layer	NOUN
cana-1229	141	10	.	.	PUNCT
cana-1229	142	1	it	it	PRON
cana-1229	142	2	is	be	AUX
cana-1229	142	3	used	use	VERB
cana-1229	142	4	to	to	PART
cana-1229	142	5	develop	develop	VERB
cana-1229	142	6	complex	complex	ADJ
cana-1229	142	7	relationships	relationship	NOUN
cana-1229	142	8	that	that	PRON
cana-1229	142	9	are	be	AUX
cana-1229	142	10	non	non	ADJ
cana-1229	142	11	-	-	ADJ
cana-1229	142	12	linear	linear	ADJ
cana-1229	142	13	.	.	PUNCT
cana-1229	143	1	this	this	DET
cana-1229	143	2	model	model	NOUN
cana-1229	143	3	involves	involve	VERB
cana-1229	143	4	generation	generation	NOUN
cana-1229	143	5	of	of	ADP
cana-1229	143	6	compositional	compositional	ADJ
cana-1229	143	7	approach	approach	NOUN
cana-1229	143	8	where	where	SCONJ
cana-1229	143	9	objects	object	NOUN
cana-1229	143	10	can	can	AUX
cana-1229	143	11	be	be	AUX
cana-1229	143	12	expressed	express	VERB
cana-1229	143	13	in	in	ADP
cana-1229	143	14	a	a	DET
cana-1229	143	15	layered	layered	ADJ
cana-1229	143	16	based	base	VERB
cana-1229	143	17	composition	composition	NOUN
cana-1229	143	18	.	.	PUNCT
cana-1229	144	1	in	in	ADP
cana-1229	144	2	addition	addition	NOUN
cana-1229	144	3	,	,	PUNCT
cana-1229	144	4	the	the	DET
cana-1229	144	5	layers	layer	NOUN
cana-1229	144	6	that	that	PRON
cana-1229	144	7	are	be	AUX
cana-1229	144	8	available	available	ADJ
cana-1229	144	9	extra	extra	ADJ
cana-1229	144	10	would	would	AUX
cana-1229	144	11	enable	enable	VERB
cana-1229	144	12	the	the	DET
cana-1229	144	13	features	feature	NOUN
cana-1229	144	14	from	from	ADP
cana-1229	144	15	the	the	DET
cana-1229	144	16	layer	layer	NOUN
cana-1229	144	17	which	which	PRON
cana-1229	144	18	is	be	AUX
cana-1229	144	19	lower	low	ADJ
cana-1229	144	20	.	.	PUNCT
cana-1229	145	1	since	since	SCONJ
cana-1229	145	2	dnn	dnn	PROPN
cana-1229	145	3	is	be	AUX
cana-1229	145	4	a	a	DET
cana-1229	145	5	feed	feed	NOUN
cana-1229	145	6	forward	forward	ADJ
cana-1229	145	7	network	network	NOUN
cana-1229	145	8	,	,	PUNCT
cana-1229	145	9	the	the	DET
cana-1229	145	10	data	datum	NOUN
cana-1229	145	11	can	can	AUX
cana-1229	145	12	flow	flow	VERB
cana-1229	145	13	from	from	ADP
cana-1229	145	14	input	input	NOUN
cana-1229	145	15	to	to	ADP
cana-1229	145	16	output	output	NOUN
cana-1229	145	17	layer	layer	NOUN
cana-1229	145	18	by	by	ADP
cana-1229	145	19	one	one	NUM
cana-1229	145	20	direction	direction	NOUN
cana-1229	145	21	which	which	PRON
cana-1229	145	22	means	mean	VERB
cana-1229	145	23	not	not	PART
cana-1229	145	24	loop	loop	VERB
cana-1229	145	25	towards	towards	ADP
cana-1229	145	26	back	back	NOUN
cana-1229	145	27	.	.	PUNCT
cana-1229	146	1	this	this	DET
cana-1229	146	2	deep	deep	ADJ
cana-1229	146	3	neural	neural	ADJ
cana-1229	146	4	classifier	classifier	NOUN
cana-1229	146	5	has	have	AUX
cana-1229	146	6	been	be	AUX
cana-1229	146	7	used	use	VERB
cana-1229	146	8	in	in	ADP
cana-1229	146	9	image	image	NOUN
cana-1229	146	10	recognition	recognition	NOUN
cana-1229	146	11	due	due	ADP
cana-1229	146	12	to	to	ADP
cana-1229	146	13	the	the	DET
cana-1229	146	14	presence	presence	NOUN
cana-1229	146	15	of	of	ADP
cana-1229	146	16	noise	noise	NOUN
cana-1229	146	17	.	.	PUNCT
cana-1229	147	1	classifier	classifier	NOUN
cana-1229	147	2	has	have	AUX
cana-1229	147	3	been	be	AUX
cana-1229	147	4	designed	design	VERB
cana-1229	147	5	for	for	ADP
cana-1229	147	6	dealing	deal	VERB
cana-1229	147	7	with	with	ADP
cana-1229	147	8	noise	noise	NOUN
cana-1229	147	9	in	in	ADP
cana-1229	147	10	images	image	NOUN
cana-1229	147	11	in	in	ADP
cana-1229	147	12	order	order	NOUN
cana-1229	147	13	to	to	PART
cana-1229	147	14	remove	remove	VERB
cana-1229	147	15	it	it	PRON
cana-1229	147	16	.	.	PUNCT
cana-1229	148	1	4	4	X
cana-1229	148	2	.	.	X
cana-1229	148	3	results	result	NOUN
cana-1229	148	4	in	in	ADP
cana-1229	148	5	order	order	NOUN
cana-1229	148	6	to	to	PART
cana-1229	148	7	measure	measure	VERB
cana-1229	148	8	the	the	DET
cana-1229	148	9	results	result	NOUN
cana-1229	148	10	of	of	ADP
cana-1229	148	11	the	the	DET
cana-1229	148	12	methods	method	NOUN
cana-1229	148	13	12000	12000	NUM
cana-1229	148	14	samples	sample	NOUN
cana-1229	148	15	of	of	ADP
cana-1229	148	16	30	30	NUM
cana-1229	148	17	kannada	kannada	PROPN
cana-1229	148	18	and	and	CCONJ
cana-1229	148	19	english	english	ADJ
cana-1229	148	20	characters	character	NOUN
cana-1229	148	21	are	be	AUX
cana-1229	148	22	collected	collect	VERB
cana-1229	148	23	from	from	ADP
cana-1229	148	24	different	different	ADJ
cana-1229	148	25	handwritten	handwritten	ADJ
cana-1229	148	26	documents	document	NOUN
cana-1229	148	27	.	.	PUNCT
cana-1229	149	1	9000	9000	NUM
cana-1229	149	2	samples	sample	NOUN
cana-1229	149	3	(	(	PUNCT
cana-1229	149	4	300	300	NUM
cana-1229	149	5	samples	sample	NOUN
cana-1229	149	6	*	*	PUNCT
cana-1229	149	7	30	30	NUM
cana-1229	149	8	characters	character	NOUN
cana-1229	149	9	)	)	PUNCT
cana-1229	149	10	are	be	AUX
cana-1229	149	11	gathered	gather	VERB
cana-1229	149	12	for	for	ADP
cana-1229	149	13	training	training	NOUN
cana-1229	149	14	purpose	purpose	NOUN
cana-1229	149	15	in	in	ADP
cana-1229	149	16	dnn	dnn	PROPN
cana-1229	149	17	,	,	PUNCT
cana-1229	149	18	rest	rest	NOUN
cana-1229	149	19	of	of	ADP
cana-1229	149	20	them	they	PRON
cana-1229	149	21	3000	3000	NUM
cana-1229	149	22	samples	sample	NOUN
cana-1229	149	23	(	(	PUNCT
cana-1229	149	24	100	100	NUM
cana-1229	149	25	samples	sample	NOUN
cana-1229	149	26	*	*	PUNCT
cana-1229	149	27	30	30	NUM
cana-1229	149	28	characters	character	NOUN
cana-1229	149	29	)	)	PUNCT
cana-1229	149	30	are	be	AUX
cana-1229	149	31	used	use	VERB
cana-1229	149	32	for	for	ADP
cana-1229	149	33	testing	testing	NOUN
cana-1229	149	34	purpose	purpose	NOUN
cana-1229	149	35	.	.	PUNCT
cana-1229	150	1	fmeasure	fmeasure	NOUN
cana-1229	150	2	it	it	PRON
cana-1229	150	3	is	be	AUX
cana-1229	150	4	the	the	DET
cana-1229	150	5	harmonic	harmonic	ADJ
cana-1229	150	6	implication	implication	NOUN
cana-1229	150	7	of	of	ADP
cana-1229	150	8	recall	recall	NOUN
cana-1229	150	9	and	and	CCONJ
cana-1229	150	10	precision	precision	NOUN
cana-1229	150	11	.	.	PUNCT
cana-1229	151	1	a	a	DET
cana-1229	151	2	higher	high	ADJ
cana-1229	151	3	value	value	NOUN
cana-1229	151	4	of	of	ADP
cana-1229	151	5	fm	fm	PROPN
cana-1229	151	6	shows	show	VERB
cana-1229	151	7	the	the	DET
cana-1229	151	8	efficiency	efficiency	NOUN
cana-1229	151	9	of	of	ADP
cana-1229	151	10	the	the	DET
cana-1229	151	11	perfect	perfect	ADJ
cana-1229	151	12	binarization	binarization	NOUN
cana-1229	151	13	.	.	PUNCT
cana-1229	152	1	=	=	PUNCT
cana-1229	152	2	(	(	PUNCT
cana-1229	152	3	1	1	X
cana-1229	152	4	)	)	PUNCT
cana-1229	152	5	recall	recall	NOUN
cana-1229	152	6	it	it	PRON
cana-1229	152	7	is	be	AUX
cana-1229	152	8	the	the	DET
cana-1229	152	9	fraction	fraction	NOUN
cana-1229	152	10	of	of	ADP
cana-1229	152	11	relevant	relevant	ADJ
cana-1229	152	12	characters	character	NOUN
cana-1229	152	13	,	,	PUNCT
cana-1229	152	14	which	which	PRON
cana-1229	152	15	is	be	AUX
cana-1229	152	16	retrieved	retrieve	VERB
cana-1229	152	17	over	over	ADP
cana-1229	152	18	the	the	DET
cana-1229	152	19	entire	entire	ADJ
cana-1229	152	20	amount	amount	NOUN
cana-1229	152	21	of	of	ADP
cana-1229	152	22	the	the	DET
cana-1229	152	23	characters	character	NOUN
cana-1229	152	24	present	present	ADJ
cana-1229	152	25	in	in	ADP
cana-1229	152	26	the	the	DET
cana-1229	152	27	detected	detect	VERB
cana-1229	152	28	images	image	NOUN
cana-1229	152	29	.	.	PUNCT
cana-1229	153	1	=	=	PUNCT
cana-1229	153	2	(	(	PUNCT
cana-1229	153	3	2	2	NUM
cana-1229	153	4	)	)	PUNCT
cana-1229	153	5	precision	precision	NOUN
cana-1229	153	6	it	it	PRON
cana-1229	153	7	indicates	indicate	VERB
cana-1229	153	8	the	the	DET
cana-1229	153	9	amount	amount	NOUN
cana-1229	153	10	of	of	ADP
cana-1229	153	11	information	information	NOUN
cana-1229	153	12	retrieval	retrieval	NOUN
cana-1229	153	13	for	for	ADP
cana-1229	153	14	the	the	DET
cana-1229	153	15	user	user	NOUN
cana-1229	153	16	.	.	PUNCT
cana-1229	154	1	=	=	PUNCT
cana-1229	154	2	(	(	PUNCT
cana-1229	154	3	3	3	X
cana-1229	154	4	)	)	PUNCT
cana-1229	154	5	accuracy	accuracy	NOUN
cana-1229	154	6	it	it	PRON
cana-1229	154	7	is	be	AUX
cana-1229	154	8	called	call	VERB
cana-1229	154	9	the	the	DET
cana-1229	154	10	highest	high	ADJ
cana-1229	154	11	intuitive	intuitive	ADJ
cana-1229	154	12	overall	overall	ADJ
cana-1229	154	13	performance	performance	NOUN
cana-1229	154	14	measure	measure	NOUN
cana-1229	154	15	and	and	CCONJ
cana-1229	154	16	it	it	PRON
cana-1229	154	17	shows	show	VERB
cana-1229	154	18	a	a	DET
cana-1229	154	19	ratio	ratio	NOUN
cana-1229	154	20	of	of	ADP
cana-1229	154	21	efficiently	efficiently	ADV
cana-1229	154	22	expected	expect	VERB
cana-1229	154	23	statements	statement	NOUN
cana-1229	154	24	to	to	AUX
cana-1229	154	25	total	total	VERB
cana-1229	154	26	observations	observation	NOUN
cana-1229	154	27	.	.	PUNCT
cana-1229	155	1	(	(	PUNCT
cana-1229	155	2	4	4	X
cana-1229	155	3	)	)	PUNCT
cana-1229	155	4	where	where	SCONJ
cana-1229	155	5	,	,	PUNCT
cana-1229	155	6	true	true	ADJ
cana-1229	155	7	positive	positive	ADJ
cana-1229	155	8	false	false	ADJ
cana-1229	155	9	negative	negative	ADJ
cana-1229	155	10	communications	communication	NOUN
cana-1229	155	11	on	on	ADP
cana-1229	155	12	applied	apply	VERB
cana-1229	155	13	nonlinear	nonlinear	ADJ
cana-1229	155	14	analysis	analysis	NOUN
cana-1229	155	15	issn	issn	NOUN
cana-1229	155	16	:	:	PUNCT
cana-1229	155	17	1074	1074	NUM
cana-1229	155	18	-	-	PUNCT
cana-1229	155	19	133x	133x	NUM
cana-1229	155	20	vol	vol	NOUN
cana-1229	155	21	31	31	NUM
cana-1229	155	22	no	no	NOUN
cana-1229	155	23	.	.	PUNCT
cana-1229	156	1	6s	6s	NUM
cana-1229	156	2	(	(	PUNCT
cana-1229	156	3	2024	2024	NUM
cana-1229	156	4	)	)	PUNCT
cana-1229	156	5	373	373	NUM
cana-1229	156	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1229	156	7	false	false	ADJ
cana-1229	156	8	-	-	PUNCT
cana-1229	156	9	positive	positive	ADJ
cana-1229	156	10	=	=	PUNCT
cana-1229	156	11	true	true	ADJ
cana-1229	156	12	negative	negative	ADJ
cana-1229	156	13	simulation	simulation	NOUN
cana-1229	156	14	result	result	VERB
cana-1229	156	15	for	for	ADP
cana-1229	156	16	the	the	DET
cana-1229	156	17	proposed	propose	VERB
cana-1229	156	18	method	method	NOUN
cana-1229	156	19	the	the	DET
cana-1229	156	20	simulation	simulation	NOUN
cana-1229	156	21	results	result	NOUN
cana-1229	156	22	are	be	AUX
cana-1229	156	23	depicted	depict	VERB
cana-1229	156	24	in	in	ADP
cana-1229	156	25	figures	figure	NOUN
cana-1229	156	26	2	2	NUM
cana-1229	156	27	(	(	PUNCT
cana-1229	156	28	a)-(d	a)-(d	NOUN
cana-1229	156	29	)	)	PUNCT
cana-1229	156	30	for	for	ADP
cana-1229	156	31	a	a	DET
cana-1229	156	32	few	few	ADJ
cana-1229	156	33	samples	sample	NOUN
cana-1229	156	34	.	.	PUNCT
cana-1229	157	1	(	(	PUNCT
cana-1229	157	2	a	a	NOUN
cana-1229	157	3	)	)	PUNCT
cana-1229	157	4	.	.	PUNCT
cana-1229	158	1	(	(	PUNCT
cana-1229	158	2	b	b	X
cana-1229	158	3	)	)	PUNCT
cana-1229	158	4	figure	figure	NOUN
cana-1229	158	5	2	2	NUM
cana-1229	158	6	:	:	PUNCT
cana-1229	158	7	(	(	PUNCT
cana-1229	158	8	continued	continue	VERB
cana-1229	158	9	)	)	PUNCT
cana-1229	158	10	(	(	PUNCT
cana-1229	158	11	c	c	X
cana-1229	158	12	)	)	PUNCT
cana-1229	158	13	(	(	PUNCT
cana-1229	158	14	d	d	X
cana-1229	158	15	)	)	PUNCT
cana-1229	158	16	figure	figure	NOUN
cana-1229	158	17	3	3	NUM
cana-1229	158	18	(	(	PUNCT
cana-1229	158	19	a)-(d	a)-(d	PROPN
cana-1229	158	20	)	)	PUNCT
cana-1229	158	21	enhanced	enhance	VERB
cana-1229	158	22	mser	mser	NOUN
cana-1229	158	23	based	base	VERB
cana-1229	158	24	segmentation	segmentation	NOUN
cana-1229	158	25	results	result	VERB
cana-1229	158	26	similarly	similarly	ADV
cana-1229	158	27	,	,	PUNCT
cana-1229	158	28	the	the	DET
cana-1229	158	29	remaining	remain	VERB
cana-1229	158	30	samples	sample	NOUN
cana-1229	158	31	present	present	ADJ
cana-1229	158	32	in	in	ADP
cana-1229	158	33	datasets	dataset	NOUN
cana-1229	158	34	have	have	AUX
cana-1229	158	35	been	be	AUX
cana-1229	158	36	simulated	simulate	VERB
cana-1229	158	37	.	.	PUNCT
cana-1229	159	1	the	the	DET
cana-1229	159	2	corresponding	corresponding	ADJ
cana-1229	159	3	line	line	NOUN
cana-1229	159	4	detection	detection	NOUN
cana-1229	159	5	rate	rate	NOUN
cana-1229	159	6	,	,	PUNCT
cana-1229	159	7	word	word	NOUN
cana-1229	159	8	detection	detection	NOUN
cana-1229	159	9	rate	rate	NOUN
cana-1229	159	10	and	and	CCONJ
cana-1229	159	11	character	character	NOUN
cana-1229	159	12	detection	detection	NOUN
cana-1229	159	13	rate	rate	NOUN
cana-1229	159	14	is	be	AUX
cana-1229	159	15	calculated	calculate	VERB
cana-1229	159	16	.	.	PUNCT
cana-1229	160	1	table	table	NOUN
cana-1229	160	2	1	1	NUM
cana-1229	160	3	depicts	depict	VERB
cana-1229	160	4	the	the	DET
cana-1229	160	5	performance	performance	NOUN
cana-1229	160	6	of	of	ADP
cana-1229	160	7	detection	detection	NOUN
cana-1229	160	8	rate	rate	NOUN
cana-1229	160	9	in	in	ADP
cana-1229	160	10	terms	term	NOUN
cana-1229	160	11	of	of	ADP
cana-1229	160	12	line	line	NOUN
cana-1229	160	13	,	,	PUNCT
cana-1229	160	14	word	word	NOUN
cana-1229	160	15	and	and	CCONJ
cana-1229	160	16	character	character	NOUN
cana-1229	160	17	segmentation	segmentation	NOUN
cana-1229	160	18	for	for	ADP
cana-1229	160	19	10	10	NUM
cana-1229	160	20	samples	sample	NOUN
cana-1229	160	21	.	.	PUNCT
cana-1229	161	1	communications	communication	NOUN
cana-1229	161	2	on	on	ADP
cana-1229	161	3	applied	apply	VERB
cana-1229	161	4	nonlinear	nonlinear	ADJ
cana-1229	161	5	analysis	analysis	NOUN
cana-1229	161	6	issn	issn	NOUN
cana-1229	161	7	:	:	PUNCT
cana-1229	161	8	1074	1074	NUM
cana-1229	161	9	-	-	PUNCT
cana-1229	161	10	133x	133x	NUM
cana-1229	161	11	vol	vol	NOUN
cana-1229	161	12	31	31	NUM
cana-1229	161	13	no	no	NOUN
cana-1229	161	14	.	.	PUNCT
cana-1229	162	1	6s	6s	NUM
cana-1229	162	2	(	(	PUNCT
cana-1229	162	3	2024	2024	NUM
cana-1229	162	4	)	)	PUNCT
cana-1229	162	5	374	374	NUM
cana-1229	162	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1229	162	7	table	table	NOUN
cana-1229	162	8	1	1	NUM
cana-1229	162	9	:	:	PUNCT
cana-1229	162	10	segmentation	segmentation	NOUN
cana-1229	162	11	rate	rate	NOUN
cana-1229	162	12	for	for	ADP
cana-1229	162	13	different	different	ADJ
cana-1229	162	14	samples	sample	NOUN
cana-1229	162	15	sample	sample	NOUN
cana-1229	162	16	input	input	NOUN
cana-1229	162	17	image	image	NOUN
cana-1229	162	18	line	line	NOUN
cana-1229	162	19	detection	detection	NOUN
cana-1229	162	20	rate(%	rate(%	NOUN
cana-1229	162	21	)	)	PUNCT
cana-1229	162	22	word	word	NOUN
cana-1229	162	23	detection	detection	NOUN
cana-1229	162	24	rate(%	rate(%	NOUN
cana-1229	162	25	)	)	PUNCT
cana-1229	162	26	character	character	NOUN
cana-1229	162	27	detection	detection	NOUN
cana-1229	162	28	rate(%	rate(%	NOUN
cana-1229	162	29	)	)	PUNCT
cana-1229	162	30	1	1	NUM
cana-1229	162	31	86.27	86.27	NUM
cana-1229	162	32	89.32	89.32	NUM
cana-1229	162	33	2	2	NUM
cana-1229	162	34	96.36	96.36	NUM
cana-1229	162	35	88.27	88.27	NUM
cana-1229	162	36	92.45	92.45	NUM
cana-1229	162	37	3	3	NUM
cana-1229	162	38	94.67	94.67	NUM
cana-1229	162	39	87.63	87.63	NUM
cana-1229	162	40	90.26	90.26	NUM
cana-1229	162	41	4	4	NUM
cana-1229	162	42	97.81	97.81	NUM
cana-1229	162	43	86.47	86.47	NUM
cana-1229	162	44	89.35	89.35	NUM
cana-1229	162	45	5	5	NUM
cana-1229	162	46	98.63	98.63	NUM
cana-1229	162	47	88.72	88.72	NUM
cana-1229	162	48	95.54	95.54	NUM
cana-1229	162	49	6	6	NUM
cana-1229	162	50	88.27	88.27	NUM
cana-1229	162	51	89.42	89.42	NUM
cana-1229	162	52	92.73	92.73	NUM
cana-1229	162	53	7	7	NUM
cana-1229	162	54	91.63	91.63	NUM
cana-1229	162	55	95.46	95.46	NUM
cana-1229	162	56	87.56	87.56	NUM
cana-1229	162	57	8	8	NUM
cana-1229	162	58	98.76	98.76	NUM
cana-1229	162	59	86.59	86.59	NUM
cana-1229	162	60	91.49	91.49	NUM
cana-1229	162	61	9	9	NUM
cana-1229	162	62	93.72	93.72	NUM
cana-1229	162	63	96.02	96.02	NUM
cana-1229	162	64	87.15	87.15	NUM
cana-1229	162	65	10	10	NUM
cana-1229	162	66	92.53	92.53	NUM
cana-1229	162	67	97.32	97.32	NUM
cana-1229	162	68	86.41	86.41	NUM
cana-1229	162	69	figure	figure	NOUN
cana-1229	162	70	4	4	NUM
cana-1229	162	71	shows	show	VERB
cana-1229	162	72	the	the	DET
cana-1229	162	73	output	output	NOUN
cana-1229	162	74	obtained	obtain	VERB
cana-1229	162	75	by	by	ADP
cana-1229	162	76	stroke	stroke	NOUN
cana-1229	162	77	width	width	NOUN
cana-1229	162	78	filtering	filtering	NOUN
cana-1229	162	79	and	and	CCONJ
cana-1229	162	80	dnn	dnn	PROPN
cana-1229	162	81	classifier	classifier	NOUN
cana-1229	162	82	for	for	ADP
cana-1229	162	83	a	a	DET
cana-1229	162	84	typical	typical	ADJ
cana-1229	162	85	sample	sample	NOUN
cana-1229	162	86	in	in	ADP
cana-1229	162	87	the	the	DET
cana-1229	162	88	segmented	segment	VERB
cana-1229	162	89	image	image	NOUN
cana-1229	162	90	.	.	PUNCT
cana-1229	163	1	similarly	similarly	ADV
cana-1229	163	2	all	all	DET
cana-1229	163	3	samples	sample	NOUN
cana-1229	163	4	are	be	AUX
cana-1229	163	5	simulated	simulate	VERB
cana-1229	163	6	and	and	CCONJ
cana-1229	163	7	evaluated	evaluate	VERB
cana-1229	163	8	in	in	ADP
cana-1229	163	9	terms	term	NOUN
cana-1229	163	10	of	of	ADP
cana-1229	163	11	precision	precision	NOUN
cana-1229	163	12	,	,	PUNCT
cana-1229	163	13	recall	recall	NOUN
cana-1229	163	14	,	,	PUNCT
cana-1229	163	15	f	f	NOUN
cana-1229	163	16	-	-	PUNCT
cana-1229	163	17	measure	measure	NOUN
cana-1229	163	18	and	and	CCONJ
cana-1229	163	19	accuracy	accuracy	NOUN
cana-1229	163	20	.	.	PUNCT
cana-1229	163	21	.	.	PUNCT
cana-1229	164	1	communications	communication	NOUN
cana-1229	164	2	on	on	ADP
cana-1229	164	3	applied	apply	VERB
cana-1229	164	4	nonlinear	nonlinear	ADJ
cana-1229	164	5	analysis	analysis	NOUN
cana-1229	164	6	issn	issn	NOUN
cana-1229	164	7	:	:	PUNCT
cana-1229	164	8	1074	1074	NUM
cana-1229	164	9	-	-	PUNCT
cana-1229	164	10	133x	133x	NUM
cana-1229	164	11	vol	vol	NOUN
cana-1229	164	12	31	31	NUM
cana-1229	164	13	no	no	NOUN
cana-1229	164	14	.	.	PUNCT
cana-1229	165	1	6s	6s	NUM
cana-1229	165	2	(	(	PUNCT
cana-1229	165	3	2024	2024	NUM
cana-1229	165	4	)	)	PUNCT
cana-1229	165	5	375	375	NUM
cana-1229	165	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1229	165	7	figure	figure	NOUN
cana-1229	165	8	4	4	NUM
cana-1229	165	9	:	:	PUNCT
cana-1229	165	10	swf	swf	NOUN
cana-1229	165	11	and	and	CCONJ
cana-1229	165	12	rf	rf	NOUN
cana-1229	165	13	classifier	classifier	NOUN
cana-1229	165	14	output	output	NOUN
cana-1229	165	15	performance	performance	NOUN
cana-1229	165	16	metric	metric	ADJ
cana-1229	165	17	table	table	NOUN
cana-1229	165	18	2	2	NUM
cana-1229	165	19	:	:	PUNCT
cana-1229	165	20	performance	performance	NOUN
cana-1229	165	21	metric	metric	ADJ
cana-1229	165	22	calculation	calculation	NOUN
cana-1229	165	23	s.no	s.no	NOUN
cana-1229	165	24	samples	sample	NOUN
cana-1229	165	25	of	of	ADP
cana-1229	165	26	hdla	hdla	NOUN
cana-1229	165	27	2011	2011	NUM
cana-1229	165	28	dataset	dataset	NOUN
cana-1229	165	29	recall	recall	PROPN
cana-1229	165	30	precision	precision	PROPN
cana-1229	165	31	f	f	PROPN
cana-1229	165	32	measure	measure	NOUN
cana-1229	165	33	accuracy	accuracy	NOUN
cana-1229	165	34	1	1	NUM
cana-1229	165	35	1	1	NUM
cana-1229	165	36	1	1	NUM
cana-1229	165	37	1	1	NUM
cana-1229	165	38	100	100	NUM
cana-1229	165	39	%	%	NOUN
cana-1229	165	40	2	2	NUM
cana-1229	165	41	1	1	NUM
cana-1229	165	42	1	1	NUM
cana-1229	165	43	1	1	NUM
cana-1229	165	44	100	100	NUM
cana-1229	165	45	%	%	NOUN
cana-1229	165	46	3	3	NUM
cana-1229	165	47	1	1	NUM
cana-1229	165	48	0.90	0.90	NUM
cana-1229	165	49	0.95	0.95	NUM
cana-1229	165	50	90	90	NUM
cana-1229	165	51	%	%	NOUN
cana-1229	165	52	4	4	NUM
cana-1229	165	53	0.95	0.95	NUM
cana-1229	165	54	1	1	NUM
cana-1229	165	55	0.97	0.97	NUM
cana-1229	165	56	94.6	94.6	NUM
cana-1229	165	57	%	%	NOUN
cana-1229	165	58	communications	communication	NOUN
cana-1229	165	59	on	on	ADP
cana-1229	165	60	applied	apply	VERB
cana-1229	165	61	nonlinear	nonlinear	ADJ
cana-1229	165	62	analysis	analysis	NOUN
cana-1229	165	63	issn	issn	NOUN
cana-1229	165	64	:	:	PUNCT
cana-1229	165	65	1074	1074	NUM
cana-1229	165	66	-	-	PUNCT
cana-1229	165	67	133x	133x	NUM
cana-1229	165	68	vol	vol	NOUN
cana-1229	165	69	31	31	NUM
cana-1229	165	70	no	no	NOUN
cana-1229	165	71	.	.	PUNCT
cana-1229	166	1	6s	6s	NUM
cana-1229	166	2	(	(	PUNCT
cana-1229	166	3	2024	2024	NUM
cana-1229	166	4	)	)	PUNCT
cana-1229	166	5	376	376	NUM
cana-1229	166	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1229	166	7	table	table	NOUN
cana-1229	166	8	2	2	NUM
cana-1229	166	9	(	(	PUNCT
cana-1229	166	10	continued	continue	VERB
cana-1229	166	11	)	)	PUNCT
cana-1229	166	12	5	5	NUM
cana-1229	166	13	1	1	NUM
cana-1229	166	14	1	1	NUM
cana-1229	166	15	1	1	NUM
cana-1229	166	16	100	100	NUM
cana-1229	166	17	%	%	NOUN
cana-1229	166	18	6	6	NUM
cana-1229	166	19	1	1	NUM
cana-1229	166	20	1	1	NUM
cana-1229	166	21	1	1	NUM
cana-1229	166	22	100	100	NUM
cana-1229	166	23	%	%	NOUN
cana-1229	166	24	7	7	NUM
cana-1229	166	25	0.94	0.94	NUM
cana-1229	166	26	1	1	NUM
cana-1229	166	27	0.97	0.97	NUM
cana-1229	166	28	94.1	94.1	NUM
cana-1229	166	29	%	%	NOUN
cana-1229	166	30	8	8	NUM
cana-1229	166	31	1	1	NUM
cana-1229	166	32	1	1	NUM
cana-1229	166	33	1	1	NUM
cana-1229	166	34	100	100	NUM
cana-1229	166	35	%	%	NOUN
cana-1229	166	36	9	9	NUM
cana-1229	166	37	1	1	NUM
cana-1229	166	38	1	1	NUM
cana-1229	166	39	1	1	NUM
cana-1229	166	40	100	100	NUM
cana-1229	166	41	%	%	NOUN
cana-1229	166	42	10	10	NUM
cana-1229	166	43	0.91	0.91	NUM
cana-1229	166	44	1	1	NUM
cana-1229	166	45	0.96	0.96	NUM
cana-1229	166	46	91.7	91.7	NUM
cana-1229	166	47	%	%	NOUN
cana-1229	166	48	11	11	NUM
cana-1229	166	49	1	1	NUM
cana-1229	166	50	1	1	NUM
cana-1229	166	51	1	1	NUM
cana-1229	166	52	100	100	NUM
cana-1229	166	53	%	%	NOUN
cana-1229	166	54	12	12	NUM
cana-1229	166	55	1	1	NUM
cana-1229	166	56	1	1	NUM
cana-1229	166	57	1	1	NUM
cana-1229	166	58	100	100	NUM
cana-1229	166	59	%	%	NOUN
cana-1229	166	60	13	13	NUM
cana-1229	166	61	1	1	NUM
cana-1229	166	62	1	1	NUM
cana-1229	166	63	1	1	NUM
cana-1229	166	64	100	100	NUM
cana-1229	166	65	%	%	NOUN
cana-1229	166	66	14	14	NUM
cana-1229	166	67	1	1	NUM
cana-1229	166	68	1	1	NUM
cana-1229	166	69	1	1	NUM
cana-1229	166	70	100	100	NUM
cana-1229	166	71	%	%	NOUN
cana-1229	166	72	15	15	NUM
cana-1229	166	73	0.87	0.87	NUM
cana-1229	166	74	1	1	NUM
cana-1229	166	75	0.93	0.93	NUM
cana-1229	166	76	86.6	86.6	NUM
cana-1229	166	77	%	%	NOUN
cana-1229	166	78	16	16	NUM
cana-1229	166	79	1	1	NUM
cana-1229	166	80	1	1	NUM
cana-1229	166	81	1	1	NUM
cana-1229	166	82	100	100	NUM
cana-1229	166	83	%	%	NOUN
cana-1229	166	84	communications	communication	NOUN
cana-1229	166	85	on	on	ADP
cana-1229	166	86	applied	apply	VERB
cana-1229	166	87	nonlinear	nonlinear	ADJ
cana-1229	166	88	analysis	analysis	NOUN
cana-1229	166	89	issn	issn	NOUN
cana-1229	166	90	:	:	PUNCT
cana-1229	166	91	1074	1074	NUM
cana-1229	166	92	-	-	PUNCT
cana-1229	166	93	133x	133x	NUM
cana-1229	166	94	vol	vol	NOUN
cana-1229	166	95	31	31	NUM
cana-1229	166	96	no	no	NOUN
cana-1229	166	97	.	.	PUNCT
cana-1229	167	1	6s	6s	NUM
cana-1229	167	2	(	(	PUNCT
cana-1229	167	3	2024	2024	NUM
cana-1229	167	4	)	)	PUNCT
cana-1229	167	5	377	377	NUM
cana-1229	167	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1229	167	7	table	table	NOUN
cana-1229	167	8	3	3	NUM
cana-1229	167	9	(	(	PUNCT
cana-1229	167	10	continued	continue	VERB
cana-1229	167	11	)	)	PUNCT
cana-1229	167	12	17	17	NUM
cana-1229	167	13	1	1	NUM
cana-1229	167	14	1	1	NUM
cana-1229	167	15	1	1	NUM
cana-1229	167	16	100	100	NUM
cana-1229	167	17	%	%	NOUN
cana-1229	167	18	18	18	NUM
cana-1229	167	19	1	1	NUM
cana-1229	167	20	1	1	NUM
cana-1229	167	21	1	1	NUM
cana-1229	167	22	100	100	NUM
cana-1229	167	23	%	%	NOUN
cana-1229	167	24	19	19	NUM
cana-1229	167	25	1	1	NUM
cana-1229	167	26	1	1	NUM
cana-1229	167	27	1	1	NUM
cana-1229	167	28	100	100	NUM
cana-1229	167	29	%	%	NOUN
cana-1229	167	30	20	20	NUM
cana-1229	167	31	0.73	0.73	NUM
cana-1229	167	32	1	1	NUM
cana-1229	167	33	0.84	0.84	NUM
cana-1229	167	34	72.7	72.7	NUM
cana-1229	167	35	%	%	NOUN
cana-1229	167	36	21	21	NUM
cana-1229	167	37	1	1	NUM
cana-1229	167	38	1	1	NUM
cana-1229	167	39	1	1	NUM
cana-1229	167	40	100	100	NUM
cana-1229	167	41	%	%	NOUN
cana-1229	167	42	22	22	NUM
cana-1229	167	43	1	1	NUM
cana-1229	167	44	1	1	NUM
cana-1229	167	45	1	1	NUM
cana-1229	167	46	100	100	NUM
cana-1229	167	47	%	%	NOUN
cana-1229	167	48	23	23	NUM
cana-1229	167	49	1	1	NUM
cana-1229	167	50	1	1	NUM
cana-1229	167	51	1	1	NUM
cana-1229	167	52	100	100	NUM
cana-1229	167	53	%	%	NOUN
cana-1229	167	54	24	24	NUM
cana-1229	167	55	1	1	NUM
cana-1229	167	56	1	1	NUM
cana-1229	167	57	1	1	NUM
cana-1229	167	58	100	100	NUM
cana-1229	167	59	%	%	NOUN
cana-1229	167	60	25	25	NUM
cana-1229	167	61	0.77	0.77	NUM
cana-1229	167	62	1	1	NUM
cana-1229	167	63	0.87	0.87	NUM
cana-1229	167	64	76.9	76.9	NUM
cana-1229	167	65	%	%	NOUN
cana-1229	167	66	table	table	NOUN
cana-1229	167	67	3	3	NUM
cana-1229	167	68	shows	show	VERB
cana-1229	167	69	the	the	DET
cana-1229	167	70	performance	performance	NOUN
cana-1229	167	71	metric	metric	ADJ
cana-1229	167	72	values	value	NOUN
cana-1229	167	73	obtained	obtain	VERB
cana-1229	167	74	for	for	ADP
cana-1229	167	75	25	25	NUM
cana-1229	167	76	samples	sample	NOUN
cana-1229	167	77	through	through	ADP
cana-1229	167	78	simulation	simulation	NOUN
cana-1229	167	79	.	.	PUNCT
cana-1229	168	1	similarly	similarly	ADV
cana-1229	168	2	,	,	PUNCT
cana-1229	168	3	all	all	DET
cana-1229	168	4	samples	sample	NOUN
cana-1229	168	5	are	be	AUX
cana-1229	168	6	simulated	simulate	VERB
cana-1229	168	7	and	and	CCONJ
cana-1229	168	8	their	their	PRON
cana-1229	168	9	corresponding	correspond	VERB
cana-1229	168	10	performance	performance	NOUN
cana-1229	168	11	metric	metric	ADJ
cana-1229	168	12	values	value	NOUN
cana-1229	168	13	are	be	AUX
cana-1229	168	14	calculated	calculate	VERB
cana-1229	168	15	.	.	PUNCT
cana-1229	169	1	5	5	X
cana-1229	169	2	.	.	X
cana-1229	169	3	summary	summary	VERB
cana-1229	169	4	the	the	DET
cana-1229	169	5	handwritten	handwritten	ADJ
cana-1229	169	6	recognition	recognition	NOUN
cana-1229	169	7	is	be	AUX
cana-1229	169	8	generally	generally	ADV
cana-1229	169	9	of	of	ADP
cana-1229	169	10	two	two	NUM
cana-1229	169	11	types	type	NOUN
cana-1229	169	12	namely	namely	ADV
cana-1229	169	13	,	,	PUNCT
cana-1229	169	14	online	online	ADJ
cana-1229	169	15	recognition	recognition	NOUN
cana-1229	169	16	and	and	CCONJ
cana-1229	169	17	offline	offline	ADJ
cana-1229	169	18	recognition	recognition	NOUN
cana-1229	169	19	.	.	PUNCT
cana-1229	170	1	this	this	DET
cana-1229	170	2	model	model	NOUN
cana-1229	170	3	deals	deal	VERB
cana-1229	170	4	with	with	ADP
cana-1229	170	5	the	the	DET
cana-1229	170	6	off	off	ADP
cana-1229	170	7	-	-	PUNCT
cana-1229	170	8	line	line	NOUN
cana-1229	170	9	recognition	recognition	NOUN
cana-1229	170	10	in	in	ADP
cana-1229	170	11	which	which	PRON
cana-1229	170	12	the	the	DET
cana-1229	170	13	preprocessing	preprocessing	NOUN
cana-1229	170	14	of	of	ADP
cana-1229	170	15	image	image	NOUN
cana-1229	170	16	is	be	AUX
cana-1229	170	17	performed	perform	VERB
cana-1229	170	18	in	in	ADP
cana-1229	170	19	which	which	DET
cana-1229	170	20	binarization	binarization	NOUN
cana-1229	170	21	,	,	PUNCT
cana-1229	170	22	noise	noise	NOUN
cana-1229	170	23	elimination	elimination	NOUN
cana-1229	170	24	and	and	CCONJ
cana-1229	170	25	normalization	normalization	NOUN
cana-1229	170	26	are	be	AUX
cana-1229	170	27	performed	perform	VERB
cana-1229	170	28	.	.	PUNCT
cana-1229	171	1	the	the	DET
cana-1229	171	2	trailing	trail	VERB
cana-1229	171	3	process	process	NOUN
cana-1229	171	4	involved	involve	VERB
cana-1229	171	5	is	be	AUX
cana-1229	171	6	segmentation	segmentation	NOUN
cana-1229	171	7	in	in	ADP
cana-1229	171	8	which	which	PRON
cana-1229	171	9	the	the	DET
cana-1229	171	10	pso	pso	NOUN
cana-1229	171	11	algorithm	algorithm	NOUN
cana-1229	171	12	is	be	AUX
cana-1229	171	13	employed	employ	VERB
cana-1229	171	14	.	.	PUNCT
cana-1229	172	1	the	the	DET
cana-1229	172	2	feature	feature	NOUN
cana-1229	172	3	extraction	extraction	NOUN
cana-1229	172	4	phase	phase	NOUN
cana-1229	172	5	helps	help	VERB
cana-1229	172	6	to	to	PART
cana-1229	172	7	obtain	obtain	VERB
cana-1229	172	8	the	the	DET
cana-1229	172	9	set	set	NOUN
cana-1229	172	10	of	of	ADP
cana-1229	172	11	features	feature	NOUN
cana-1229	172	12	and	and	CCONJ
cana-1229	172	13	then	then	ADV
cana-1229	172	14	the	the	DET
cana-1229	172	15	classification	classification	NOUN
cana-1229	172	16	phase	phase	NOUN
cana-1229	172	17	is	be	AUX
cana-1229	172	18	where	where	SCONJ
cana-1229	172	19	the	the	DET
cana-1229	172	20	deep	deep	ADJ
cana-1229	172	21	neural	neural	ADJ
cana-1229	172	22	network	network	NOUN
cana-1229	172	23	classifier	classifier	NOUN
cana-1229	172	24	is	be	AUX
cana-1229	172	25	proposed	propose	VERB
cana-1229	172	26	for	for	ADP
cana-1229	172	27	handwritten	handwritten	ADJ
cana-1229	172	28	extraction	extraction	NOUN
cana-1229	172	29	.	.	PUNCT
cana-1229	173	1	it	it	PRON
cana-1229	173	2	is	be	AUX
cana-1229	173	3	an	an	DET
cana-1229	173	4	iterative	iterative	NOUN
cana-1229	173	5	model	model	NOUN
cana-1229	173	6	.	.	PUNCT
cana-1229	174	1	the	the	DET
cana-1229	174	2	final	final	ADJ
cana-1229	174	3	phase	phase	NOUN
cana-1229	174	4	is	be	AUX
cana-1229	174	5	where	where	SCONJ
cana-1229	174	6	post	post	ADJ
cana-1229	174	7	-	-	ADJ
cana-1229	174	8	processing	processing	NOUN
cana-1229	174	9	is	be	AUX
cana-1229	174	10	done	do	VERB
cana-1229	174	11	for	for	ADP
cana-1229	174	12	efficient	efficient	ADJ
cana-1229	174	13	identification	identification	NOUN
cana-1229	174	14	in	in	ADP
cana-1229	174	15	which	which	PRON
cana-1229	174	16	the	the	DET
cana-1229	174	17	errors	error	NOUN
cana-1229	174	18	occurred	occur	VERB
cana-1229	174	19	in	in	ADP
cana-1229	174	20	classification	classification	NOUN
cana-1229	174	21	and	and	CCONJ
cana-1229	174	22	recognition	recognition	NOUN
cana-1229	174	23	of	of	ADP
cana-1229	174	24	words	word	NOUN
cana-1229	174	25	is	be	AUX
cana-1229	174	26	eliminated	eliminate	VERB
cana-1229	174	27	.	.	PUNCT
cana-1229	175	1	communications	communication	NOUN
cana-1229	175	2	on	on	ADP
cana-1229	175	3	applied	apply	VERB
cana-1229	175	4	nonlinear	nonlinear	ADJ
cana-1229	175	5	analysis	analysis	NOUN
cana-1229	175	6	issn	issn	NOUN
cana-1229	175	7	:	:	PUNCT
cana-1229	175	8	1074	1074	NUM
cana-1229	175	9	-	-	PUNCT
cana-1229	175	10	133x	133x	NUM
cana-1229	175	11	vol	vol	NOUN
cana-1229	175	12	31	31	NUM
cana-1229	175	13	no	no	NOUN
cana-1229	175	14	.	.	PUNCT
cana-1229	176	1	6s	6s	NUM
cana-1229	176	2	(	(	PUNCT
cana-1229	176	3	2024	2024	NUM
cana-1229	176	4	)	)	PUNCT
cana-1229	176	5	378	378	NUM
cana-1229	176	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-1229	176	7	references	reference	NOUN
cana-1229	176	8	[	[	X
cana-1229	176	9	1	1	NUM
cana-1229	176	10	]	]	SYM
cana-1229	176	11	sahare	sahare	NOUN
cana-1229	176	12	,	,	PUNCT
cana-1229	176	13	p.	p.	NOUN
cana-1229	176	14	,	,	PUNCT
cana-1229	176	15	&	&	CCONJ
cana-1229	176	16	dhok	dhok	PROPN
cana-1229	176	17	,	,	PUNCT
cana-1229	176	18	s.	s.	PROPN
cana-1229	176	19	b.	b.	PROPN
cana-1229	176	20	(	(	PUNCT
cana-1229	176	21	2017	2017	NUM
cana-1229	176	22	)	)	PUNCT
cana-1229	176	23	.	.	PUNCT
cana-1229	177	1	script	script	NOUN
cana-1229	177	2	identification	identification	NOUN
cana-1229	177	3	algorithms	algorithm	NOUN
cana-1229	177	4	:	:	PUNCT
cana-1229	177	5	a	a	DET
cana-1229	177	6	survey	survey	NOUN
cana-1229	177	7	.	.	PUNCT
cana-1229	178	1	international	international	ADJ
cana-1229	178	2	journal	journal	PROPN
cana-1229	178	3	of	of	ADP
cana-1229	178	4	multimedia	multimedia	PROPN
cana-1229	178	5	information	information	NOUN
cana-1229	178	6	retrieval	retrieval	NOUN
cana-1229	178	7	,	,	PUNCT
cana-1229	178	8	6(3	6(3	NUM
cana-1229	178	9	)	)	PUNCT
cana-1229	178	10	,	,	PUNCT
cana-1229	178	11	211–232	211–232	NUM
cana-1229	178	12	.	.	PUNCT
cana-1229	179	1	doi:10.1007	doi:10.1007	PROPN
cana-1229	179	2	/	/	SYM
cana-1229	179	3	s	s	PART
cana-1229	179	4	13735	13735	NUM
cana-1229	179	5	-	-	PUNCT
cana-1229	179	6	017	017	NUM
cana-1229	179	7	-	-	PUNCT
cana-1229	179	8	0130	0130	NUM
cana-1229	179	9	-	-	SYM
cana-1229	179	10	2	2	NUM
cana-1229	179	11	.	.	PUNCT
cana-1229	180	1	[	[	X
cana-1229	180	2	2	2	NUM
cana-1229	180	3	]	]	PUNCT
cana-1229	180	4	k.	k.	NOUN
cana-1229	180	5	ubul	ubul	PROPN
cana-1229	180	6	,	,	PUNCT
cana-1229	180	7	g.	g.	PROPN
cana-1229	180	8	tursun	tursun	PROPN
cana-1229	180	9	,	,	PUNCT
cana-1229	180	10	a.	a.	NOUN
cana-1229	180	11	aysa	aysa	PROPN
cana-1229	180	12	,	,	PUNCT
cana-1229	180	13	d.	d.	PROPN
cana-1229	180	14	impedovo	impedovo	PROPN
cana-1229	180	15	,	,	PUNCT
cana-1229	180	16	g.	g.	PROPN
cana-1229	180	17	pirlo	pirlo	PROPN
cana-1229	180	18	,	,	PUNCT
cana-1229	180	19	t.	t.	PROPN
cana-1229	180	20	yibulayin	yibulayin	PROPN
cana-1229	180	21	,	,	PUNCT
cana-1229	180	22	“	"	PUNCT
cana-1229	180	23	script	script	NOUN
cana-1229	180	24	identification	identification	NOUN
cana-1229	180	25	of	of	ADP
cana-1229	180	26	multi	multi	ADJ
cana-1229	180	27	-	-	ADJ
cana-1229	180	28	script	script	ADJ
cana-1229	180	29	documents	document	NOUN
cana-1229	180	30	:	:	PUNCT
cana-1229	180	31	a	a	DET
cana-1229	180	32	survey	survey	NOUN
cana-1229	180	33	”	"	PUNCT
cana-1229	180	34	,	,	PUNCT
cana-1229	180	35	ieee	ieee	NOUN
cana-1229	180	36	access	access	NOUN
cana-1229	180	37	doi	doi	PROPN
cana-1229	180	38	10.1109	10.1109	NUM
cana-1229	180	39	/	/	SYM
cana-1229	180	40	access.2017.2689159	access.2017.2689159	NUM
cana-1229	180	41	volume	volume	NOUN
cana-1229	180	42	5	5	NUM
cana-1229	180	43	2017	2017	NUM
cana-1229	180	44	,	,	PUNCT
cana-1229	180	45	pp	pp	ADJ
cana-1229	180	46	.	.	PUNCT
cana-1229	181	1	6546	6546	NUM
cana-1229	181	2	-	-	SYM
cana-1229	181	3	6559	6559	NUM
cana-1229	181	4	.	.	PUNCT
cana-1229	182	1	[	[	X
cana-1229	182	2	3	3	X
cana-1229	182	3	]	]	PUNCT
cana-1229	182	4	s.	s.	PROPN
cana-1229	182	5	ben	ben	PROPN
cana-1229	182	6	moussa	moussa	PROPN
cana-1229	182	7	,	,	PUNCT
cana-1229	182	8	a.	a.	PROPN
cana-1229	182	9	zahour	zahour	PROPN
cana-1229	182	10	,	,	PUNCT
cana-1229	182	11	a.	a.	NOUN
cana-1229	182	12	benabdelhafid	benabdelhafid	NOUN
cana-1229	182	13	and	and	CCONJ
cana-1229	182	14	a.m.	a.m.	PROPN
cana-1229	182	15	alimi	alimi	PROPN
cana-1229	182	16	,	,	PUNCT
cana-1229	182	17	“	"	PUNCT
cana-1229	182	18	fractal	fractal	NOUN
cana-1229	182	19	-	-	PUNCT
cana-1229	182	20	based	base	VERB
cana-1229	182	21	systemfor	systemfor	PROPN
cana-1229	182	22	arabic	arabic	PROPN
cana-1229	182	23	/	/	SYM
cana-1229	182	24	latin	latin	PROPN
cana-1229	182	25	,	,	PUNCT
cana-1229	182	26	printed	print	VERB
cana-1229	182	27	/	/	SYM
cana-1229	182	28	handwritten	handwritten	ADJ
cana-1229	182	29	script	script	NOUN
cana-1229	182	30	identification	identification	NOUN
cana-1229	182	31	,	,	PUNCT
cana-1229	182	32	”	"	PUNCT
cana-1229	182	33	978	978	NUM
cana-1229	182	34	-	-	SYM
cana-1229	182	35	1	1	NUM
cana-1229	182	36	-	-	PUNCT
cana-1229	182	37	4244	4244	NUM
cana-1229	182	38	-	-	PUNCT
cana-1229	182	39	21756/08/$25.00	21756/08/$25.00	NOUN
cana-1229	182	40	©	©	PROPN
cana-1229	182	41	2008	2008	NUM
cana-1229	182	42	ieee	ieee	NOUN
cana-1229	182	43	.	.	PUNCT
cana-1229	183	1	[	[	X
cana-1229	183	2	4	4	NUM
cana-1229	183	3	]	]	PUNCT
cana-1229	183	4	m.	m.	NOUN
cana-1229	183	5	c.	c.	PROPN
cana-1229	183	6	padma	padma	PROPN
cana-1229	183	7	,	,	PUNCT
cana-1229	183	8	p.	p.	NOUN
cana-1229	183	9	a.	a.	PROPN
cana-1229	183	10	vijaya	vijaya	PROPN
cana-1229	183	11	“	"	PUNCT
cana-1229	183	12	script	script	NOUN
cana-1229	183	13	identification	identification	NOUN
cana-1229	183	14	from	from	ADP
cana-1229	183	15	trilingual	trilingual	ADJ
cana-1229	183	16	documents	document	NOUN
cana-1229	183	17	using	use	VERB
cana-1229	183	18	profile	profile	NOUN
cana-1229	183	19	based	base	VERB
cana-1229	183	20	features	feature	NOUN
cana-1229	183	21	”	"	PUNCT
cana-1229	183	22	international	international	ADJ
cana-1229	183	23	journal	journal	NOUN
cana-1229	183	24	of	of	ADP
cana-1229	183	25	computer	computer	NOUN
cana-1229	183	26	science	science	NOUN
cana-1229	183	27	and	and	CCONJ
cana-1229	183	28	applications	application	NOUN
cana-1229	183	29	,	,	PUNCT
cana-1229	183	30	technomathematics	technomathematic	NOUN
cana-1229	183	31	research	research	PROPN
cana-1229	183	32	foundation	foundation	PROPN
cana-1229	183	33	vol	vol	NOUN
cana-1229	183	34	.	.	PUNCT
cana-1229	184	1	7no	7no	NOUN
cana-1229	184	2	.	.	PUNCT
cana-1229	185	1	4	4	NUM
cana-1229	185	2	,	,	PUNCT
cana-1229	185	3	pp	pp	ADJ
cana-1229	185	4	.	.	PUNCT
cana-1229	186	1	16	16	NUM
cana-1229	186	2	–	–	PUNCT
cana-1229	186	3	33	33	NUM
cana-1229	186	4	,	,	PUNCT
cana-1229	186	5	2010	2010	NUM
cana-1229	186	6	.	.	PUNCT
cana-1229	187	1	[	[	X
cana-1229	187	2	5	5	NUM
cana-1229	187	3	]	]	PUNCT
cana-1229	187	4	mallikarjun	mallikarjun	NOUN
cana-1229	187	5	hangarge	hangarge	NOUN
cana-1229	187	6	and	and	CCONJ
cana-1229	187	7	b.v.dhandra	b.v.dhandra	NOUN
cana-1229	187	8	“	"	PUNCT
cana-1229	187	9	offline	offline	ADJ
cana-1229	187	10	handwritten	handwritten	ADJ
cana-1229	187	11	script	script	NOUN
cana-1229	187	12	identification	identification	NOUN
cana-1229	187	13	in	in	ADP
cana-1229	187	14	document	document	NOUN
cana-1229	187	15	images	image	NOUN
cana-1229	187	16	”	"	PUNCT
cana-1229	187	17	,	,	PUNCT
cana-1229	187	18	international	international	ADJ
cana-1229	187	19	journal	journal	NOUN
cana-1229	187	20	of	of	ADP
cana-1229	187	21	computer	computer	NOUN
cana-1229	187	22	applications	application	NOUN
cana-1229	187	23	(	(	PUNCT
cana-1229	187	24	0975	0975	NUM
cana-1229	187	25	–	–	PUNCT
cana-1229	187	26	8887	8887	NUM
cana-1229	187	27	)	)	PUNCT
cana-1229	187	28	volume	volume	NOUN
cana-1229	187	29	4	4	NUM
cana-1229	187	30	–	–	PUNCT
cana-1229	187	31	no.6	no.6	PROPN
cana-1229	187	32	,	,	PUNCT
cana-1229	187	33	july	july	PROPN
cana-1229	187	34	2010	2010	NUM
cana-1229	187	35	.	.	PUNCT
cana-1229	188	1	[	[	X
cana-1229	188	2	6	6	NUM
cana-1229	188	3	]	]	X
cana-1229	188	4	dr	dr	PROPN
cana-1229	188	5	.	.	PROPN
cana-1229	188	6	g.g	g.g	PROPN
cana-1229	188	7	.	.	PROPN
cana-1229	188	8	rajput	rajput	PROPN
cana-1229	188	9	,	,	PUNCT
cana-1229	188	10	anita	anita	PROPN
cana-1229	188	11	h.b	h.b	PROPN
cana-1229	188	12	“	"	PUNCT
cana-1229	188	13	handwritten	handwritten	ADJ
cana-1229	188	14	script	script	NOUN
cana-1229	188	15	recognition	recognition	NOUN
cana-1229	188	16	at	at	ADP
cana-1229	188	17	line	line	NOUN
cana-1229	188	18	level	level	NOUN
cana-1229	188	19	–	–	PUNCT
cana-1229	188	20	a	a	DET
cana-1229	188	21	multiple	multiple	ADJ
cana-1229	188	22	feature	feature	NOUN
cana-1229	188	23	based	base	VERB
cana-1229	188	24	approach	approach	NOUN
cana-1229	188	25	”	"	PUNCT
cana-1229	188	26	international	international	ADJ
cana-1229	188	27	journal	journal	NOUN
cana-1229	188	28	of	of	ADP
cana-1229	188	29	engineering	engineer	VERB
cana-1229	188	30	andinnovative	andinnovative	ADJ
cana-1229	188	31	technology	technology	NOUN
cana-1229	188	32	(	(	PUNCT
cana-1229	188	33	ijeit	ijeit	ADJ
cana-1229	188	34	)	)	PUNCT
cana-1229	188	35	volume	volume	NOUN
cana-1229	188	36	3	3	NUM
cana-1229	188	37	,	,	PUNCT
cana-1229	188	38	issue	issue	NOUN
cana-1229	188	39	4	4	NUM
cana-1229	188	40	,	,	PUNCT
cana-1229	188	41	october	october	PROPN
cana-1229	188	42	2013	2013	NUM
cana-1229	188	43	.	.	PUNCT
cana-1229	189	1	pp	pp	ADV
cana-1229	189	2	90	90	NUM
cana-1229	189	3	-	-	SYM
cana-1229	189	4	95	95	NUM
cana-1229	189	5	.	.	PUNCT
cana-1229	190	1	[	[	X
cana-1229	190	2	7	7	X
cana-1229	190	3	]	]	X
cana-1229	190	4	prasanthkumar	prasanthkumar	NOUN
cana-1229	190	5	p	p	PROPN
cana-1229	190	6	v	v	NOUN
cana-1229	190	7	and	and	CCONJ
cana-1229	190	8	dileesh	dileesh	NOUN
cana-1229	190	9	e	e	PROPN
cana-1229	190	10	d	d	PRON
cana-1229	190	11	“	"	PUNCT
cana-1229	190	12	word	word	NOUN
cana-1229	190	13	level	level	NOUN
cana-1229	190	14	script	script	NOUN
cana-1229	190	15	and	and	CCONJ
cana-1229	190	16	language	language	NOUN
cana-1229	190	17	identification	identification	NOUN
cana-1229	190	18	for	for	ADP
cana-1229	190	19	unconstrained	unconstrained	ADJ
cana-1229	190	20	handwritten	handwritten	ADJ
cana-1229	190	21	document	document	NOUN
cana-1229	190	22	images	image	NOUN
cana-1229	190	23	”	"	PUNCT
cana-1229	190	24	2014	2014	NUM
cana-1229	190	25	3rd	3rd	ADJ
cana-1229	190	26	international	international	ADJ
cana-1229	190	27	conference	conference	NOUN
cana-1229	190	28	on	on	ADP
cana-1229	190	29	eco	eco	PROPN
cana-1229	190	30	-	-	PUNCT
cana-1229	190	31	friendly	friendly	ADJ
cana-1229	190	32	computing	computing	NOUN
cana-1229	190	33	and	and	CCONJ
cana-1229	190	34	communication	communication	NOUN
cana-1229	190	35	systems	system	NOUN
cana-1229	190	36	,	,	PUNCT
cana-1229	190	37	9781	9781	NUM
cana-1229	190	38	-	-	SYM
cana-1229	190	39	47997002	47997002	NUM
cana-1229	190	40	-	-	PUNCT
cana-1229	190	41	5/14	5/14	NUM
cana-1229	190	42	$	$	SYM
cana-1229	190	43	31.00	31.00	NUM
cana-1229	190	44	©	©	PROPN
cana-1229	190	45	2014	2014	NUM
cana-1229	190	46	ieee	ieee	NOUN
cana-1229	190	47	doi	doi	NOUN
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cana-1229	190	49	/	/	SYM
cana-1229	190	50	eco	eco	PROPN
cana-1229	190	51	-	-	PUNCT
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cana-1229	190	53	,	,	PUNCT
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cana-1229	190	55	8	8	NUM
cana-1229	190	56	]	]	X
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cana-1229	190	58	ul	ul	PROPN
cana-1229	190	59	-	-	PROPN
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cana-1229	190	61	,	,	PUNCT
cana-1229	190	62	muhammad	muhammad	PROPN
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cana-1229	190	64	afzal	afzal	PROPN
cana-1229	190	65	,	,	PUNCT
cana-1229	190	66	faisal	faisal	PROPN
cana-1229	190	67	shafaitt	shafaitt	PROPN
cana-1229	190	68	,	,	PUNCT
cana-1229	190	69	marcus	marcus	PROPN
cana-1229	190	70	liwicki	liwicki	PROPN
cana-1229	190	71	,	,	PUNCT
cana-1229	190	72	and	and	CCONJ
cana-1229	190	73	thomas	thomas	PROPN
cana-1229	190	74	m.	m.	PROPN
cana-1229	190	75	breuel	breuel	PROPN
cana-1229	190	76	“	"	PUNCT
cana-1229	190	77	a	a	DET
cana-1229	190	78	sequence	sequence	NOUN
cana-1229	190	79	learning	learn	VERB
cana-1229	190	80	approach	approach	NOUN
cana-1229	190	81	for	for	ADP
cana-1229	190	82	multiple	multiple	ADJ
cana-1229	190	83	script	script	NOUN
cana-1229	190	84	identification	identification	NOUN
cana-1229	190	85	”	"	PUNCT
cana-1229	190	86	.	.	PUNCT
cana-1229	191	1	978	978	NUM
cana-1229	191	2	-	-	SYM
cana-1229	191	3	1	1	NUM
cana-1229	191	4	-	-	PUNCT
cana-1229	191	5	4799	4799	NUM
cana-1229	191	6	-	-	PUNCT
cana-1229	191	7	1805	1805	NUM
cana-1229	191	8	-	-	PUNCT
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cana-1229	192	1	©	©	PROPN
cana-1229	192	2	2015	2015	NUM
cana-1229	192	3	ieee	ieee	NOUN
cana-1229	192	4	pp	pp	ADP
cana-1229	192	5	1046	1046	NUM
cana-1229	192	6	-	-	SYM
cana-1229	192	7	1050	1050	NUM
cana-1229	192	8	.	.	PUNCT
cana-1229	193	1	[	[	X
cana-1229	193	2	9	9	NUM
cana-1229	193	3	]	]	PUNCT
cana-1229	193	4	sk	sk	PROPN
cana-1229	193	5	md	md	PROPN
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cana-1229	193	7	,	,	PUNCT
cana-1229	193	8	rownaqul	rownaqul	PROPN
cana-1229	193	9	karim	karim	PROPN
cana-1229	193	10	,	,	PUNCT
cana-1229	193	11	sujal	sujal	PROPN
cana-1229	193	12	shaikh	shaikh	PROPN
cana-1229	193	13	,	,	PUNCT
cana-1229	193	14	chayan	chayan	PROPN
cana-1229	193	15	halder	halder	PROPN
cana-1229	193	16	,	,	PUNCT
cana-1229	193	17	nibaran	nibaran	PROPN
cana-1229	193	18	das	das	PROPN
cana-1229	193	19	,	,	PUNCT
cana-1229	193	20	kaushikroy	kaushikroy	NOUN
cana-1229	193	21	“	"	PUNCT
cana-1229	193	22	transform	transform	VERB
cana-1229	193	23	based	base	VERB
cana-1229	193	24	approach	approach	NOUN
cana-1229	193	25	for	for	ADP
cana-1229	193	26	indic	indic	ADJ
cana-1229	193	27	script	script	NOUN
cana-1229	193	28	identification	identification	NOUN
cana-1229	193	29	from	from	ADP
cana-1229	193	30	handwritten	handwritten	ADJ
cana-1229	193	31	document	document	NOUN
cana-1229	193	32	images	image	NOUN
cana-1229	193	33	”	"	PUNCT
cana-1229	193	34	2015	2015	NUM
cana-1229	193	35	3rd	3rd	ADJ
cana-1229	193	36	international	international	ADJ
cana-1229	193	37	conference	conference	NOUN
cana-1229	193	38	on	on	ADP
cana-1229	193	39	signal	signal	ADJ
cana-1229	193	40	processing	processing	NOUN
cana-1229	193	41	,	,	PUNCT
cana-1229	193	42	communication	communication	NOUN
cana-1229	193	43	and	and	CCONJ
cana-1229	193	44	networking	networking	NOUN
cana-1229	193	45	(	(	PUNCT
cana-1229	193	46	icscn	icscn	PROPN
cana-1229	193	47	)	)	PUNCT
cana-1229	193	48	,	,	PUNCT
cana-1229	193	49	978	978	NUM
cana-1229	193	50	-	-	SYM
cana-1229	193	51	1	1	NUM
cana-1229	193	52	-	-	PUNCT
cana-1229	193	53	4673	4673	NUM
cana-1229	193	54	-	-	PUNCT
cana-1229	193	55	6823	6823	NUM
cana-1229	193	56	-	-	PUNCT
cana-1229	193	57	0/15/$31.00	0/15/$31.00	NUM
cana-1229	193	58	©	©	PROPN
cana-1229	193	59	2015	2015	NUM
cana-1229	193	60	ieee	ieee	NOUN
cana-1229	193	61	.	.	PUNCT
cana-1229	194	1	[	[	X
cana-1229	194	2	10	10	NUM
cana-1229	194	3	]	]	PUNCT
cana-1229	194	4	sk	sk	PROPN
cana-1229	194	5	md	md	PROPN
cana-1229	194	6	obaidullah	obaidullah	PROPN
cana-1229	194	7	,	,	PUNCT
cana-1229	194	8	nibaran	nibaran	PROPN
cana-1229	194	9	das	das	PROPN
cana-1229	194	10	,	,	PUNCT
cana-1229	194	11	kaushik	kaushik	PROPN
cana-1229	194	12	roy	roy	PROPN
cana-1229	194	13	“	"	PUNCT
cana-1229	194	14	convolution	convolution	NOUN
cana-1229	194	15	based	base	VERB
cana-1229	194	16	technique	technique	NOUN
cana-1229	194	17	for	for	ADP
cana-1229	194	18	indic	indic	ADJ
cana-1229	194	19	script	script	NOUN
cana-1229	194	20	identification	identification	NOUN
cana-1229	194	21	from	from	ADP
cana-1229	194	22	handwritten	handwritten	ADJ
cana-1229	194	23	document	document	NOUN
cana-1229	194	24	images	image	NOUN
cana-1229	194	25	”	"	PUNCT
cana-1229	194	26	i.j	i.j	PROPN
cana-1229	194	27	.	.	PROPN
cana-1229	194	28	image	image	NOUN
cana-1229	194	29	,	,	PUNCT
cana-1229	194	30	graphics	graphic	NOUN
cana-1229	194	31	and	and	CCONJ
cana-1229	194	32	signal	signal	PROPN
cana-1229	194	33	processing	processing	NOUN
cana-1229	194	34	,	,	PUNCT
cana-1229	194	35	2015	2015	NUM
cana-1229	194	36	,	,	PUNCT
cana-1229	194	37	5	5	NUM
cana-1229	194	38	,	,	PUNCT
cana-1229	194	39	49	49	NUM
cana-1229	194	40	-	-	SYM
cana-1229	194	41	57	57	NUM
cana-1229	194	42	published	publish	VERB
cana-1229	194	43	online	online	ADJ
cana-1229	194	44	april	april	PROPN
cana-1229	194	45	2015	2015	NUM
cana-1229	194	46	in	in	ADP
cana-1229	194	47	12	12	NUM
cana-1229	194	48	.	.	PUNCT
cana-1229	195	1	mecs	mecs	PROPN
cana-1229	195	2	(	(	PUNCT
cana-1229	195	3	http://www.mecs-press.org/	http://www.mecs-press.org/	NOUN
cana-1229	195	4	)	)	PUNCT
cana-1229	195	5	doi	doi	NOUN
cana-1229	195	6	:	:	PUNCT
cana-1229	195	7	10.5815	10.5815	NUM
cana-1229	195	8	/	/	SYM
cana-1229	195	9	ijigsp.2015.05.06	ijigsp.2015.05.06	NOUN
cana-1229	195	10	.	.	PUNCT
cana-1229	196	1	[	[	X
cana-1229	196	2	11	11	NUM
cana-1229	196	3	]	]	X
cana-1229	196	4	baoguang	baoguang	PROPN
cana-1229	196	5	shi	shi	PROPN
cana-1229	196	6	.	.	PUNCT
cana-1229	197	1	xiang	xiang	PROPN
cana-1229	197	2	bai	bai	PROPN
cana-1229	197	3	,	,	PUNCT
cana-1229	197	4	cong	cong	NOUN
cana-1229	197	5	yao	yao	NOUN
cana-1229	197	6	“	"	PUNCT
cana-1229	197	7	script	script	NOUN
cana-1229	197	8	identification	identification	NOUN
cana-1229	197	9	in	in	ADP
cana-1229	197	10	the	the	DET
cana-1229	197	11	wild	wild	NOUN
cana-1229	197	12	via	via	ADP
cana-1229	197	13	discriminative	discriminative	NOUN
cana-1229	197	14	convolutional	convolutional	ADJ
cana-1229	197	15	neural	neural	ADJ
cana-1229	197	16	network	network	NOUN
cana-1229	197	17	”	"	PUNCT
cana-1229	197	18	pattern	pattern	NOUN
cana-1229	197	19	recognition	recognition	NOUN
cana-1229	197	20	52	52	NUM
cana-1229	197	21	(	(	PUNCT
cana-1229	197	22	2016)448–458	2016)448–458	NUM
cana-1229	197	23	.	.	PUNCT
cana-1229	198	1	[	[	X
cana-1229	198	2	12	12	NUM
cana-1229	198	3	]	]	PUNCT
cana-1229	198	4	sk	sk	PROPN
cana-1229	198	5	md	md	PROPN
cana-1229	198	6	obaidullah	obaidullah	PROPN
cana-1229	198	7	,	,	PUNCT
cana-1229	198	8	k.	k.	PROPN
cana-1229	198	9	c.	c.	PROPN
cana-1229	198	10	santosh	santosh	PROPN
cana-1229	198	11	,	,	PUNCT
cana-1229	198	12	chayan	chayan	PROPN
cana-1229	198	13	halder	halder	PROPN
cana-1229	198	14	,	,	PUNCT
cana-1229	198	15	nibaran	nibaran	PROPN
cana-1229	198	16	das	das	PROPN
cana-1229	198	17	,	,	PUNCT
cana-1229	198	18	kaushik	kaushik	PROPN
cana-1229	198	19	roy“automatic	roy“automatic	PROPN
cana-1229	198	20	indic	indic	PROPN
cana-1229	198	21	script	script	NOUN
cana-1229	198	22	identification	identification	NOUN
cana-1229	198	23	from	from	ADP
cana-1229	198	24	handwritten	handwritten	ADJ
cana-1229	198	25	documents	document	NOUN
cana-1229	198	26	:	:	PUNCT
cana-1229	198	27	page	page	NOUN
cana-1229	198	28	,	,	PUNCT
cana-1229	198	29	block	block	NOUN
cana-1229	198	30	,	,	PUNCT
cana-1229	198	31	line	line	NOUN
cana-1229	198	32	and	and	CCONJ
cana-1229	198	33	word	word	NOUN
cana-1229	198	34	-	-	PUNCT
cana-1229	198	35	level	level	NOUN
cana-1229	198	36	approach	approach	NOUN
cana-1229	198	37	”	"	PUNCT
cana-1229	198	38	int	int	NOUN
cana-1229	198	39	.	.	PUNCT
cana-1229	199	1	j.	j.	PROPN
cana-1229	199	2	mach	mach	PROPN
cana-1229	199	3	.	.	PUNCT
cana-1229	200	1	learn	learn	PROPN
cana-1229	200	2	.	.	PUNCT
cana-1229	200	3	&	&	CCONJ
cana-1229	200	4	cyber	cyber	PROPN
cana-1229	200	5	.	.	PUNCT
cana-1229	201	1	doi	doi	PROPN
cana-1229	201	2	10.1007	10.1007	NUM
cana-1229	201	3	/	/	SYM
cana-1229	201	4	s13042	s13042	PROPN
cana-1229	201	5	-	-	PUNCT
cana-1229	201	6	0170702	0170702	NUM
cana-1229	201	7	-	-	SYM
cana-1229	201	8	8	8	NUM
cana-1229	201	9	.	.	PUNCT
cana-1229	201	10	published	publish	VERB
cana-1229	201	11	online	online	ADJ
cana-1229	201	12	2017	2017	NUM
cana-1229	201	13	.	.	PUNCT
cana-1229	202	1	[	[	X
cana-1229	202	2	13	13	NUM
cana-1229	202	3	]	]	PUNCT
cana-1229	202	4	sk	sk	PROPN
cana-1229	202	5	md	md	PROPN
cana-1229	202	6	obaidullah	obaidullah	PROPN
cana-1229	202	7	,	,	PUNCT
cana-1229	202	8	chayan	chayan	PROPN
cana-1229	202	9	halder2	halder2	PROPN
cana-1229	202	10	,	,	PUNCT
cana-1229	202	11	k.	k.	PROPN
cana-1229	202	12	c.	c.	PROPN
cana-1229	202	13	santosh	santosh	PROPN
cana-1229	202	14	,	,	PUNCT
cana-1229	202	15	nibaran	nibaran	PROPN
cana-1229	202	16	das	das	PROPN
cana-1229	202	17	,	,	PUNCT
cana-1229	202	18	kaushik	kaushik	PROPN
cana-1229	202	19	roy“automatic	roy“automatic	ADJ
cana-1229	202	20	line	line	NOUN
cana-1229	202	21	-	-	PUNCT
cana-1229	202	22	level	level	NOUN
cana-1229	202	23	script	script	NOUN
cana-1229	202	24	identification	identification	NOUN
cana-1229	202	25	from	from	ADP
cana-1229	202	26	handwritten	handwritten	ADJ
cana-1229	202	27	document	document	NOUN
cana-1229	202	28	images	image	NOUN
cana-1229	202	29	aregion	aregion	NOUN
cana-1229	202	30	-	-	PUNCT
cana-1229	202	31	wise	wise	ADJ
cana-1229	202	32	classification	classification	NOUN
cana-1229	202	33	framework	framework	NOUN
cana-1229	202	34	for	for	ADP
cana-1229	202	35	indian	indian	PROPN
cana-1229	202	36	subcontinent	subcontinent	PROPN
cana-1229	202	37	”	"	PUNCT
cana-1229	202	38	malaysian	malaysian	ADJ
cana-1229	202	39	journal	journal	NOUN
cana-1229	202	40	of	of	ADP
cana-1229	202	41	computer	computer	NOUN
cana-1229	202	42	science	science	NOUN
cana-1229	202	43	.	.	PUNCT
cana-1229	203	1	vol	vol	NOUN
cana-1229	203	2	.	.	PUNCT
cana-1229	204	1	31(1	31(1	NUM
cana-1229	204	2	)	)	PUNCT
cana-1229	204	3	,	,	PUNCT
cana-1229	204	4	2018	2018	NUM
cana-1229	204	5	,	,	PUNCT
cana-1229	204	6	pp	pp	ADP
cana-1229	204	7	63	63	NUM
cana-1229	204	8	-	-	SYM
cana-1229	204	9	84	84	NUM
cana-1229	204	10	.	.	PUNCT
cana-1229	205	1	[	[	X
cana-1229	205	2	14	14	NUM
cana-1229	205	3	]	]	X
cana-1229	205	4	judith	judith	PROPN
cana-1229	205	5	hochberg	hochberg	PROPN
cana-1229	205	6	,	,	PUNCT
cana-1229	205	7	kevin	kevin	PROPN
cana-1229	205	8	bowers	bowers	PROPN
cana-1229	205	9	,	,	PUNCT
cana-1229	205	10	michael	michael	PROPN
cana-1229	205	11	cannon	cannon	PROPN
cana-1229	205	12	and	and	CCONJ
cana-1229	205	13	patrick	patrick	PROPN
cana-1229	205	14	kelly	kelly	PROPN
cana-1229	205	15	,	,	PUNCT
cana-1229	205	16	“	"	PUNCT
cana-1229	205	17	script	script	NOUN
cana-1229	205	18	and	and	CCONJ
cana-1229	205	19	language	language	NOUN
cana-1229	205	20	identi_cation	identi_cation	NOUN
cana-1229	205	21	for	for	ADP
cana-1229	205	22	handwritten	handwritten	ADJ
cana-1229	205	23	document	document	NOUN
cana-1229	205	24	images	image	NOUN
cana-1229	205	25	,	,	PUNCT
cana-1229	205	26	”	"	PUNCT
cana-1229	205	27	international	international	ADJ
cana-1229	205	28	journal	journal	NOUN
cana-1229	205	29	on	on	ADP
cana-1229	205	30	document	document	NOUN
cana-1229	205	31	analysis	analysis	NOUN
cana-1229	205	32	and	and	CCONJ
cana-1229	205	33	recognition	recognition	NOUN
cana-1229	205	34	©	©	PROPN
cana-1229	205	35	springer	springer	NOUN
cana-1229	205	36	-	-	PUNCT
cana-1229	205	37	verlag	verlag	PROPN
cana-1229	205	38	1999	1999	NUM
cana-1229	205	39	.	.	PUNCT
cana-1229	206	1	ijdar	ijdar	NOUN
cana-1229	206	2	(	(	PUNCT
cana-1229	206	3	1999	1999	NUM
cana-1229	206	4	)	)	PUNCT
cana-1229	206	5	2	2	NUM
cana-1229	206	6	:	:	PUNCT
cana-1229	206	7	45	45	NUM
cana-1229	206	8	-	-	SYM
cana-1229	206	9	52	52	NUM
cana-1229	206	10	.	.	PUNCT
cana-1229	207	1	[	[	X
cana-1229	207	2	15	15	NUM
cana-1229	207	3	]	]	X
cana-1229	207	4	v.	v.	CCONJ
cana-1229	207	5	singhal	singhal	PROPN
cana-1229	207	6	,	,	PUNCT
cana-1229	207	7	n.	n.	PROPN
cana-1229	207	8	navin	navin	PROPN
cana-1229	207	9	and	and	CCONJ
cana-1229	207	10	d.	d.	PROPN
cana-1229	207	11	ghosh	ghosh	PROPN
cana-1229	207	12	,	,	PUNCT
cana-1229	207	13	“	"	PUNCT
cana-1229	207	14	script	script	NOUN
cana-1229	207	15	-	-	PUNCT
cana-1229	207	16	based	base	VERB
cana-1229	207	17	classification	classification	NOUN
cana-1229	207	18	of	of	ADP
cana-1229	207	19	hand	hand	NOUN
cana-1229	207	20	-	-	PUNCT
cana-1229	207	21	written	write	VERB
cana-1229	207	22	text	text	NOUN
cana-1229	207	23	documents	document	NOUN
cana-1229	207	24	in	in	ADP
cana-1229	207	25	a	a	DET
cana-1229	207	26	multilingual	multilingual	ADJ
cana-1229	207	27	environment	environment	NOUN
cana-1229	207	28	,	,	PUNCT
cana-1229	207	29	”	"	PUNCT
cana-1229	207	30	0	0	NUM
cana-1229	207	31	-	-	PUNCT
cana-1229	207	32	7803	7803	NUM
cana-1229	207	33	-	-	PUNCT
cana-1229	207	34	7868	7868	NUM
cana-1229	207	35	-	-	SYM
cana-1229	207	36	7/03/$17.00	7/03/$17.00	NUM
cana-1229	207	37	©	©	PROPN
cana-1229	207	38	2003	2003	NUM
cana-1229	207	39	ieee	ieee	NOUN
cana-1229	207	40	.	.	PUNCT
cana-1229	208	1	[	[	X
cana-1229	208	2	16	16	NUM
cana-1229	208	3	]	]	X
cana-1229	208	4	david	david	PROPN
cana-1229	208	5	g.	g.	PROPN
cana-1229	208	6	lowe	lowe	PROPN
cana-1229	208	7	,	,	PUNCT
cana-1229	208	8	“	"	PUNCT
cana-1229	208	9	distinctive	distinctive	ADJ
cana-1229	208	10	image	image	NOUN
cana-1229	208	11	features	feature	NOUN
cana-1229	208	12	from	from	ADP
cana-1229	208	13	scale	scale	NOUN
cana-1229	208	14	-	-	PUNCT
cana-1229	208	15	invariant	invariant	ADJ
cana-1229	208	16	keypoints	keypoint	NOUN
cana-1229	208	17	,	,	PUNCT
cana-1229	208	18	”	"	PUNCT
cana-1229	208	19	international	international	ADJ
cana-1229	208	20	journal	journal	NOUN
cana-1229	208	21	of	of	ADP
cana-1229	208	22	computer	computer	NOUN
cana-1229	208	23	vision	vision	NOUN
cana-1229	208	24	60(2	60(2	NUM
cana-1229	208	25	)	)	PUNCT
cana-1229	208	26	,	,	PUNCT
cana-1229	208	27	91–110	91–110	PROPN
cana-1229	208	28	,	,	PUNCT
cana-1229	208	29	2004	2004	NUM
cana-1229	208	30	©	©	PROPN
cana-1229	208	31	2004	2004	NUM
cana-1229	208	32	kluwer	kluwer	NOUN
cana-1229	208	33	academic	academic	ADJ
cana-1229	208	34	publishers	publisher	NOUN
cana-1229	208	35	.	.	PUNCT
cana-1229	209	1	manufactured	manufacture	VERB
cana-1229	209	2	in	in	ADP
cana-1229	209	3	the	the	DET
cana-1229	209	4	netherlands	netherlands	PROPN
cana-1229	209	5	.	.	PUNCT
cana-1229	210	1	[	[	X
cana-1229	210	2	17	17	NUM
cana-1229	210	3	]	]	PUNCT
cana-1229	210	4	lijun	lijun	PROPN
cana-1229	210	5	zhou	zhou	PROPN
cana-1229	210	6	,	,	PUNCT
cana-1229	210	7	yue	yue	PROPN
cana-1229	210	8	lu	lu	PROPN
cana-1229	210	9	and	and	CCONJ
cana-1229	210	10	chew	chew	VERB
cana-1229	210	11	lim	lim	PROPN
cana-1229	210	12	tan	tan	PROPN
cana-1229	210	13	,	,	PUNCT
cana-1229	210	14	“	"	PUNCT
cana-1229	210	15	bangla	bangla	PROPN
cana-1229	210	16	/	/	SYM
cana-1229	210	17	english	english	PROPN
cana-1229	210	18	script	script	NOUN
cana-1229	210	19	identification	identification	NOUN
cana-1229	210	20	based	base	VERB
cana-1229	210	21	on	on	ADP
cana-1229	210	22	analysis	analysis	NOUN
cana-1229	210	23	of	of	ADP
cana-1229	210	24	connected	connected	ADJ
cana-1229	210	25	component	component	NOUN
cana-1229	210	26	profiles	profile	NOUN
cana-1229	210	27	,	,	PUNCT
cana-1229	210	28	”	"	PUNCT
cana-1229	210	29	h.	h.	NOUN
cana-1229	210	30	bunke	bunke	PROPN
cana-1229	210	31	and	and	CCONJ
cana-1229	210	32	a.l	a.l	PROPN
cana-1229	210	33	.	.	PROPN
cana-1229	210	34	spitz	spitz	PROPN
cana-1229	210	35	(	(	PUNCT
cana-1229	210	36	eds	ed	NOUN
cana-1229	210	37	.	.	PROPN
cana-1229	210	38	):	):	PUNCT
cana-1229	210	39	das	das	PROPN
cana-1229	210	40	2006	2006	NUM
cana-1229	210	41	,	,	PUNCT
cana-1229	210	42	lncs	lncs	VERB
cana-1229	210	43	3872	3872	NUM
cana-1229	210	44	,	,	PUNCT
cana-1229	210	45	pp	pp	ADV
cana-1229	210	46	.	.	PUNCT
cana-1229	211	1	243–254	243–254	NUM
cana-1229	211	2	,	,	PUNCT
cana-1229	211	3	2006	2006	NUM
cana-1229	211	4	.	.	PUNCT
cana-1229	212	1	©	©	PROPN
cana-1229	212	2	springer	springer	NOUN
cana-1229	212	3	-	-	PUNCT
cana-1229	212	4	verlag	verlag	PROPN
cana-1229	212	5	berlinheidelberg	berlinheidelberg	NOUN
cana-1229	212	6	2006	2006	NUM
cana-1229	212	7	.	.	PUNCT
cana-1229	213	1	[	[	X
cana-1229	213	2	18	18	NUM
cana-1229	213	3	]	]	X
cana-1229	213	4	g.	g.	PROPN
cana-1229	213	5	g.	g.	PROPN
cana-1229	213	6	rajput	rajput	PROPN
cana-1229	213	7	and	and	CCONJ
cana-1229	213	8	anita	anita	PROPN
cana-1229	213	9	h.	h.	PROPN
cana-1229	213	10	b	b	PROPN
cana-1229	213	11	,	,	PUNCT
cana-1229	213	12	“	"	PUNCT
cana-1229	213	13	handwritten	handwritten	ADJ
cana-1229	213	14	script	script	NOUN
cana-1229	213	15	recognition	recognition	NOUN
cana-1229	213	16	using	use	VERB
cana-1229	213	17	dct	dct	PROPN
cana-1229	213	18	and	and	CCONJ
cana-1229	213	19	wavelet	wavelet	NOUN
cana-1229	213	20	features	feature	NOUN
cana-1229	213	21	at	at	ADP
cana-1229	213	22	block	block	NOUN
cana-1229	213	23	level,”ijca	level,”ijca	VERB
cana-1229	213	24	special	special	ADJ
cana-1229	213	25	issue	issue	NOUN
cana-1229	213	26	on	on	ADP
cana-1229	213	27	“	"	PUNCT
cana-1229	213	28	recent	recent	ADJ
cana-1229	213	29	trends	trend	NOUN
cana-1229	213	30	in	in	ADP
cana-1229	213	31	image	image	NOUN
cana-1229	213	32	processing	processing	NOUN
cana-1229	213	33	and	and	CCONJ
cana-1229	213	34	pattern	pattern	NOUN
cana-1229	213	35	recognition	recognition	NOUN
cana-1229	213	36	rtippr	rtippr	NOUN
cana-1229	213	37	,	,	PUNCT
cana-1229	213	38	2010.pp	2010.pp	NOUN
cana-1229	213	39	158	158	NUM
cana-1229	213	40	-	-	SYM
cana-1229	213	41	163	163	NUM
cana-1229	213	42	.	.	PUNCT
cana-1229	214	1	[	[	X
cana-1229	214	2	19	19	NUM
cana-1229	214	3	]	]	PUNCT
cana-1229	214	4	k.	k.	PROPN
cana-1229	214	5	roy	roy	PROPN
cana-1229	214	6	,	,	PUNCT
cana-1229	214	7	s.	s.	PROPN
cana-1229	214	8	kundu	kundu	PROPN
cana-1229	214	9	das	das	PROPN
cana-1229	214	10	and	and	CCONJ
cana-1229	214	11	sk	sk	PROPN
cana-1229	214	12	md	md	PROPN
cana-1229	214	13	obaidullah	obaidullah	PROPN
cana-1229	214	14	,	,	PUNCT
cana-1229	214	15	“	"	PUNCT
cana-1229	214	16	script	script	NOUN
cana-1229	214	17	identification	identification	NOUN
cana-1229	214	18	from	from	ADP
cana-1229	214	19	handwritten	handwritten	ADJ
cana-1229	214	20	document	document	NOUN
cana-1229	214	21	,	,	PUNCT
cana-1229	214	22	”	"	PUNCT
cana-1229	214	23	2011	2011	NUM
cana-1229	214	24	third	third	ADJ
cana-1229	214	25	national	national	ADJ
cana-1229	214	26	conference	conference	NOUN
cana-1229	214	27	on	on	ADP
cana-1229	214	28	computer	computer	NOUN
cana-1229	214	29	vision	vision	NOUN
cana-1229	214	30	,	,	PUNCT
cana-1229	214	31	pattern	pattern	NOUN
cana-1229	214	32	recognition	recognition	NOUN
cana-1229	214	33	,	,	PUNCT
cana-1229	214	34	image	image	NOUN
cana-1229	214	35	processing	processing	NOUN
cana-1229	214	36	and	and	CCONJ
cana-1229	214	37	graphics	graphic	NOUN
cana-1229	214	38	,	,	PUNCT
cana-1229	214	39	978	978	NUM
cana-1229	214	40	-	-	SYM
cana-1229	214	41	0	0	NUM
cana-1229	214	42	-	-	PUNCT
cana-1229	214	43	7695	7695	NUM
cana-1229	214	44	-	-	PUNCT
cana-1229	214	45	4599	4599	NUM
cana-1229	214	46	-	-	SYM
cana-1229	214	47	8/11	8/11	NUM
cana-1229	214	48	$	$	SYM
cana-1229	214	49	26.00	26.00	NUM
cana-1229	214	50	©	©	PROPN
cana-1229	214	51	2011	2011	NUM
cana-1229	214	52	ieee	ieee	NOUN
cana-1229	214	53	doi	doi	NOUN
cana-1229	214	54	10.1109	10.1109	NUM
cana-1229	214	55	/	/	SYM
cana-1229	214	56	ncvpripg.2011.22	ncvpripg.2011.22	NOUN
cana-1229	214	57	.	.	PUNCT
cana-1229	215	1	[	[	X
cana-1229	215	2	20	20	NUM
cana-1229	215	3	]	]	PUNCT
cana-1229	215	4	mallikarjun	mallikarjun	NOUN
cana-1229	215	5	hangarge	hangarge	NOUN
cana-1229	215	6	,	,	PUNCT
cana-1229	215	7	k.c	k.c	PROPN
cana-1229	215	8	.	.	PROPN
cana-1229	215	9	santosh	santosh	PROPN
cana-1229	215	10	and	and	CCONJ
cana-1229	215	11	rajmohan	rajmohan	PROPN
cana-1229	215	12	pardeshi	pardeshi	PROPN
cana-1229	215	13	,	,	PUNCT
cana-1229	215	14	”	"	PUNCT
cana-1229	215	15	directional	directional	ADJ
cana-1229	215	16	discrete	discrete	ADJ
cana-1229	215	17	cosine	cosine	NOUN
cana-1229	215	18	transform	transform	NOUN
cana-1229	215	19	for	for	ADP
cana-1229	215	20	handwritten	handwritten	ADJ
cana-1229	215	21	script	script	NOUN
cana-1229	215	22	identification	identification	NOUN
cana-1229	215	23	,	,	PUNCT
cana-1229	215	24	”	"	PUNCT
cana-1229	215	25	2013	2013	NUM
cana-1229	215	26	12th	12th	NOUN
cana-1229	215	27	internationalconference	internationalconference	NOUN
cana-1229	215	28	on	on	ADP
cana-1229	215	29	document	document	NOUN
cana-1229	215	30	analysis	analysis	NOUN
cana-1229	215	31	and	and	CCONJ
cana-1229	215	32	recognition	recognition	NOUN
cana-1229	215	33	,	,	PUNCT
cana-1229	215	34	1520	1520	NUM
cana-1229	215	35	-	-	SYM
cana-1229	215	36	5363/13	5363/13	NUM
cana-1229	215	37	$	$	SYM
cana-1229	215	38	26.00	26.00	NUM
cana-1229	215	39	©	©	PROPN
cana-1229	215	40	2013	2013	NUM
cana-1229	215	41	ieee	ieee	NOUN
cana-1229	215	42	,	,	PUNCT
cana-1229	215	43	doi	doi	X
cana-1229	215	44	10.1109	10.1109	NUM
cana-1229	215	45	/	/	SYM
cana-1229	215	46	icdar.2013.76	icdar.2013.76	NOUN
cana-1229	215	47	.	.	PUNCT
cana-1229	216	1	communications	communication	NOUN
cana-1229	216	2	on	on	ADP
cana-1229	216	3	applied	apply	VERB
cana-1229	216	4	nonlinear	nonlinear	ADJ
cana-1229	216	5	analysis	analysis	NOUN
cana-1229	216	6	issn	issn	NOUN
cana-1229	216	7	:	:	PUNCT
cana-1229	216	8	1074	1074	NUM
cana-1229	216	9	-	-	PUNCT
cana-1229	216	10	133x	133x	NUM
cana-1229	216	11	vol	vol	NOUN
cana-1229	216	12	31	31	NUM
cana-1229	216	13	no	no	NOUN
cana-1229	216	14	.	.	PUNCT
cana-1229	217	1	6s	6s	NUM
cana-1229	217	2	(	(	PUNCT
cana-1229	217	3	2024	2024	NUM
cana-1229	217	4	)	)	PUNCT
cana-1229	217	5	379	379	NUM
cana-1229	217	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1229	218	1	[	[	X
cana-1229	218	2	21	21	NUM
cana-1229	218	3	]	]	X
cana-1229	218	4	rajneesh	rajneesh	NOUN
cana-1229	218	5	rani	rani	PROPN
cana-1229	218	6	,	,	PUNCT
cana-1229	218	7	renu	renu	PROPN
cana-1229	218	8	dhir	dhir	PROPN
cana-1229	218	9	and	and	CCONJ
cana-1229	218	10	gurpreet	gurpreet	VERB
cana-1229	218	11	singh	singh	PROPN
cana-1229	218	12	lehal	lehal	ADV
cana-1229	218	13	,	,	PUNCT
cana-1229	218	14	“	"	PUNCT
cana-1229	218	15	script	script	NOUN
cana-1229	218	16	dentification	dentification	NOUN
cana-1229	218	17	of	of	ADP
cana-1229	218	18	presegmented	presegmente	VERB
cana-1229	218	19	multi	multi	ADJ
cana-1229	218	20	-	-	ADJ
cana-1229	218	21	font	font	ADJ
cana-1229	218	22	characters	character	NOUN
cana-1229	218	23	and	and	CCONJ
cana-1229	218	24	digits	digit	NOUN
cana-1229	218	25	,	,	PUNCT
cana-1229	218	26	”	"	PUNCT
cana-1229	218	27	2013	2013	NUM
cana-1229	218	28	12th	12th	ADJ
cana-1229	218	29	international	international	ADJ
cana-1229	218	30	conference	conference	NOUN
cana-1229	218	31	ondocument	ondocument	NOUN
cana-1229	218	32	analysis	analysis	NOUN
cana-1229	218	33	and	and	CCONJ
cana-1229	218	34	recognition	recognition	NOUN
cana-1229	218	35	,	,	PUNCT
cana-1229	218	36	1520	1520	NUM
cana-1229	218	37	-	-	SYM
cana-1229	218	38	5363/13	5363/13	NUM
cana-1229	218	39	$	$	SYM
cana-1229	218	40	26.00	26.00	NUM
cana-1229	218	41	©	©	PROPN
cana-1229	218	42	2013	2013	NUM
cana-1229	218	43	ieee	ieee	NOUN
cana-1229	218	44	,	,	PUNCT
cana-1229	218	45	doi	doi	X
cana-1229	218	46	10.1109	10.1109	NUM
cana-1229	218	47	/	/	SYM
cana-1229	218	48	icdar.2013.233	icdar.2013.233	NOUN
cana-1229	218	49	.	.	PUNCT
cana-1229	219	1	[	[	X
cana-1229	219	2	22	22	NUM
cana-1229	219	3	]	]	X
cana-1229	219	4	abdel	abdel	PROPN
cana-1229	219	5	belad	belad	PROPN
cana-1229	219	6	,	,	PUNCT
cana-1229	219	7	santosh	santosh	PROPN
cana-1229	219	8	k.c	k.c	PROPN
cana-1229	219	9	and	and	CCONJ
cana-1229	219	10	vincent	vincent	NOUN
cana-1229	219	11	poulain	poulain	PROPN
cana-1229	219	12	d'andecy	d'andecy	PROPN
cana-1229	219	13	,	,	PUNCT
cana-1229	219	14	“	"	PUNCT
cana-1229	219	15	handwritten	handwritten	ADJ
cana-1229	219	16	and	and	CCONJ
cana-1229	219	17	printed	print	VERB
cana-1229	219	18	text	text	NOUN
cana-1229	219	19	separation	separation	NOUN
cana-1229	219	20	in	in	ADP
cana-1229	219	21	real	real	ADJ
cana-1229	219	22	document	document	NOUN
cana-1229	219	23	,	,	PUNCT
cana-1229	219	24	”	"	PUNCT
cana-1229	219	25	the	the	DET
cana-1229	219	26	thirteenth	thirteenth	ADJ
cana-1229	219	27	iapr	iapr	VERB
cana-1229	219	28	international	international	ADJ
cana-1229	219	29	conference	conference	NOUN
cana-1229	219	30	on	on	ADP
cana-1229	219	31	machine	machine	NOUN
cana-1229	219	32	vision	vision	NOUN
cana-1229	219	33	applications	application	NOUN
cana-1229	219	34	2013	2013	NUM
cana-1229	219	35	,	,	PUNCT
cana-1229	219	36	may	may	AUX
cana-1229	219	37	2013	2013	NUM
cana-1229	219	38	,	,	PUNCT
cana-1229	219	39	kyoto	kyoto	PROPN
cana-1229	219	40	,	,	PUNCT
cana-1229	219	41	japan	japan	PROPN
cana-1229	219	42	.	.	PUNCT
cana-1229	220	1	2013	2013	NUM
cana-1229	220	2	.	.	PUNCT
cana-1229	221	1	[	[	X
cana-1229	221	2	23	23	NUM
cana-1229	221	3	]	]	PUNCT
cana-1229	221	4	s	s	VERB
cana-1229	221	5	basavaraj	basavaraj	PROPN
cana-1229	221	6	patil	patil	PROPN
cana-1229	221	7	,	,	PUNCT
cana-1229	221	8	n.	n.	PROPN
cana-1229	221	9	v.	v.	ADP
cana-1229	221	10	subbareddy	subbareddy	NOUN
cana-1229	221	11	,	,	PUNCT
cana-1229	221	12	"	"	PUNCT
cana-1229	221	13	neural	neural	ADJ
cana-1229	221	14	network	network	NOUN
cana-1229	221	15	-	-	PUNCT
cana-1229	221	16	based	base	VERB
cana-1229	221	17	system	system	NOUN
cana-1229	221	18	for	for	ADP
cana-1229	221	19	script	script	NOUN
cana-1229	221	20	identification	identification	NOUN
cana-1229	221	21	in	in	ADP
cana-1229	221	22	indian	indian	ADJ
cana-1229	221	23	documents	document	NOUN
cana-1229	221	24	"	"	PUNCT
cana-1229	221	25	,	,	PUNCT
cana-1229	221	26	sadhana	sadhana	NOUN
cana-1229	221	27	vol	vol	NOUN
cana-1229	221	28	.	.	PROPN
cana-1229	221	29	27	27	NUM
cana-1229	221	30	,	,	PUNCT
cana-1229	221	31	part	part	NOUN
cana-1229	221	32	1	1	NUM
cana-1229	221	33	,	,	PUNCT
cana-1229	221	34	february	february	PROPN
cana-1229	221	35	2002	2002	NUM
cana-1229	221	36	,	,	PUNCT
cana-1229	221	37	pp	pp	X
cana-1229	221	38	.	.	PUNCT
cana-1229	222	1	83–97	83–97	NUM
cana-1229	222	2	.	.	PUNCT
cana-1229	223	1	[	[	X
cana-1229	223	2	24	24	NUM
cana-1229	223	3	]	]	X
cana-1229	223	4	d	d	X
cana-1229	223	5	dhanya	dhanya	NOUN
cana-1229	223	6	,	,	PUNCT
cana-1229	223	7	a	a	DET
cana-1229	223	8	g	g	NOUN
cana-1229	223	9	ramakrishnan	ramakrishnan	NOUN
cana-1229	223	10	_	_	PROPN
cana-1229	223	11	and	and	CCONJ
cana-1229	223	12	peeta	peeta	PROPN
cana-1229	223	13	basa	basa	PROPN
cana-1229	223	14	pati	pati	PROPN
cana-1229	223	15	“	"	PUNCT
cana-1229	223	16	script	script	NOUN
cana-1229	223	17	identification	identification	NOUN
cana-1229	223	18	in	in	ADP
cana-1229	223	19	printedbilingual	printedbilingual	ADJ
cana-1229	223	20	documents	document	NOUN
cana-1229	223	21	”	"	PUNCT
cana-1229	223	22	,	,	PUNCT
cana-1229	223	23	sadhana	sadhana	NOUN
cana-1229	223	24	vol	vol	NOUN
cana-1229	223	25	.	.	PROPN
cana-1229	224	1	27	27	NUM
cana-1229	224	2	,	,	PUNCT
cana-1229	224	3	part	part	NOUN
cana-1229	224	4	1	1	NUM
cana-1229	224	5	,	,	PUNCT
cana-1229	224	6	february	february	PROPN
cana-1229	224	7	2002	2002	NUM
cana-1229	224	8	,	,	PUNCT
cana-1229	224	9	pp	pp	ADJ
cana-1229	224	10	.	.	PUNCT
cana-1229	225	1	73–82	73–82	X
cana-1229	225	2	.	.	PUNCT