id	sid	tid	token	lemma	pos
fcis-5509	1	1	frontiers	frontier	NOUN
fcis-5509	1	2	in	in	ADP
fcis-5509	1	3	computing	computing	NOUN
fcis-5509	1	4	and	and	CCONJ
fcis-5509	1	5	intelligent	intelligent	ADJ
fcis-5509	1	6	systems	system	NOUN
fcis-5509	1	7	issn	issn	VERB
fcis-5509	1	8	:	:	PUNCT
fcis-5509	1	9	2832	2832	NUM
fcis-5509	1	10	-	-	SYM
fcis-5509	1	11	6024	6024	NUM
fcis-5509	1	12	|	|	NOUN
fcis-5509	1	13	vol	vol	NOUN
fcis-5509	1	14	.	.	PROPN
fcis-5509	2	1	2	2	NUM
fcis-5509	2	2	,	,	PUNCT
fcis-5509	2	3	no	no	INTJ
fcis-5509	2	4	.	.	NOUN
fcis-5509	2	5	3	3	NUM
fcis-5509	2	6	,	,	PUNCT
fcis-5509	2	7	2022	2022	NUM
fcis-5509	2	8	119	119	NUM
fcis-5509	2	9	location	location	NOUN
fcis-5509	2	10	of	of	ADP
fcis-5509	2	11	scene	scene	NOUN
fcis-5509	2	12	text	text	NOUN
fcis-5509	2	13	based	base	VERB
fcis-5509	2	14	on	on	ADP
fcis-5509	2	15	yolov7	yolov7	PROPN
fcis-5509	2	16	yulong	yulong	PROPN
fcis-5509	2	17	chang1,2	chang1,2	PROPN
fcis-5509	2	18	,	,	PUNCT
fcis-5509	2	19	youchan	youchan	PROPN
fcis-5509	2	20	zhu1,2	zhu1,2	PROPN
fcis-5509	2	21	,	,	PUNCT
fcis-5509	2	22	kaili	kaili	PROPN
fcis-5509	2	23	cui1,2	cui1,2	PROPN
fcis-5509	2	24	,	,	PUNCT
fcis-5509	2	25	fujun	fujun	ADJ
fcis-5509	2	26	guan1,2	guan1,2	PROPN
fcis-5509	2	27	and	and	CCONJ
fcis-5509	2	28	zheng	zheng	PROPN
fcis-5509	2	29	li1,2	li1,2	NOUN
fcis-5509	2	30	,	,	PUNCT
fcis-5509	2	31	*	*	SYM
fcis-5509	2	32	1	1	NUM
fcis-5509	2	33	department	department	NOUN
fcis-5509	2	34	of	of	ADP
fcis-5509	2	35	computer	computer	NOUN
fcis-5509	2	36	,	,	PUNCT
fcis-5509	2	37	north	north	PROPN
fcis-5509	2	38	china	china	PROPN
fcis-5509	2	39	electric	electric	PROPN
fcis-5509	2	40	power	power	PROPN
fcis-5509	2	41	university	university	PROPN
fcis-5509	2	42	,	,	PUNCT
fcis-5509	2	43	baoding	baoding	PROPN
fcis-5509	2	44	071000	071000	NUM
fcis-5509	2	45	,	,	PUNCT
fcis-5509	2	46	china	china	PROPN
fcis-5509	2	47	2	2	NUM
fcis-5509	2	48	engineering	engineering	NOUN
fcis-5509	2	49	research	research	NOUN
fcis-5509	2	50	center	center	NOUN
fcis-5509	2	51	of	of	ADP
fcis-5509	2	52	intelligent	intelligent	ADJ
fcis-5509	2	53	computing	computing	NOUN
fcis-5509	2	54	for	for	ADP
fcis-5509	2	55	complex	complex	ADJ
fcis-5509	2	56	energy	energy	NOUN
fcis-5509	2	57	systems	system	NOUN
fcis-5509	2	58	,	,	PUNCT
fcis-5509	2	59	ministry	ministry	NOUN
fcis-5509	2	60	of	of	ADP
fcis-5509	2	61	education	education	PROPN
fcis-5509	2	62	,	,	PUNCT
fcis-5509	2	63	north	north	PROPN
fcis-5509	2	64	china	china	PROPN
fcis-5509	2	65	electric	electric	PROPN
fcis-5509	2	66	power	power	PROPN
fcis-5509	2	67	university	university	PROPN
fcis-5509	2	68	,	,	PUNCT
fcis-5509	2	69	baoding	baoding	PROPN
fcis-5509	2	70	071000	071000	NUM
fcis-5509	2	71	,	,	PUNCT
fcis-5509	2	72	china	china	PROPN
fcis-5509	2	73	*	*	PUNCT
fcis-5509	2	74	corresponding	correspond	VERB
fcis-5509	2	75	author	author	NOUN
fcis-5509	2	76	:	:	PUNCT
fcis-5509	3	1	zheng	zheng	PROPN
fcis-5509	3	2	li	li	PROPN
fcis-5509	3	3	(	(	PUNCT
fcis-5509	3	4	email	email	NOUN
fcis-5509	3	5	:	:	PUNCT
fcis-5509	3	6	yeziperfect@163.com	yeziperfect@163.com	ADJ
fcis-5509	3	7	)	)	PUNCT
fcis-5509	3	8	abstract	abstract	NOUN
fcis-5509	3	9	:	:	PUNCT
fcis-5509	3	10	text	text	NOUN
fcis-5509	3	11	is	be	AUX
fcis-5509	3	12	everywhere	everywhere	ADV
fcis-5509	3	13	in	in	ADP
fcis-5509	3	14	daily	daily	ADJ
fcis-5509	3	15	life	life	NOUN
fcis-5509	3	16	,	,	PUNCT
fcis-5509	3	17	and	and	CCONJ
fcis-5509	3	18	it	it	PRON
fcis-5509	3	19	carries	carry	VERB
fcis-5509	3	20	rich	rich	ADJ
fcis-5509	3	21	and	and	CCONJ
fcis-5509	3	22	accurate	accurate	ADJ
fcis-5509	3	23	information	information	NOUN
fcis-5509	3	24	.	.	PUNCT
fcis-5509	4	1	natural	natural	ADJ
fcis-5509	4	2	scene	scene	NOUN
fcis-5509	4	3	text	text	NOUN
fcis-5509	4	4	detection	detection	NOUN
fcis-5509	4	5	technology	technology	NOUN
fcis-5509	4	6	can	can	AUX
fcis-5509	4	7	be	be	AUX
fcis-5509	4	8	widely	widely	ADV
fcis-5509	4	9	used	use	VERB
fcis-5509	4	10	in	in	ADP
fcis-5509	4	11	various	various	ADJ
fcis-5509	4	12	fields	field	NOUN
fcis-5509	4	13	of	of	ADP
fcis-5509	4	14	life	life	NOUN
fcis-5509	4	15	.	.	PUNCT
fcis-5509	5	1	chinese	chinese	PROPN
fcis-5509	5	2	is	be	AUX
fcis-5509	5	3	an	an	DET
fcis-5509	5	4	important	important	ADJ
fcis-5509	5	5	tool	tool	NOUN
fcis-5509	5	6	to	to	PART
fcis-5509	5	7	carry	carry	VERB
fcis-5509	5	8	culture	culture	NOUN
fcis-5509	5	9	.	.	PUNCT
fcis-5509	6	1	therefore	therefore	ADV
fcis-5509	6	2	,	,	PUNCT
fcis-5509	6	3	it	it	PRON
fcis-5509	6	4	is	be	AUX
fcis-5509	6	5	of	of	ADP
fcis-5509	6	6	great	great	ADJ
fcis-5509	6	7	significance	significance	NOUN
fcis-5509	6	8	to	to	PART
fcis-5509	6	9	study	study	VERB
fcis-5509	6	10	natural	natural	ADJ
fcis-5509	6	11	scene	scene	NOUN
fcis-5509	6	12	chinese	chinese	ADJ
fcis-5509	6	13	text	text	NOUN
fcis-5509	6	14	detection	detection	NOUN
fcis-5509	6	15	.	.	PUNCT
fcis-5509	7	1	for	for	ADP
fcis-5509	7	2	text	text	NOUN
fcis-5509	7	3	location	location	NOUN
fcis-5509	7	4	in	in	ADP
fcis-5509	7	5	chinese	chinese	ADJ
fcis-5509	7	6	scene	scene	NOUN
fcis-5509	7	7	,	,	PUNCT
fcis-5509	7	8	we	we	PRON
fcis-5509	7	9	use	use	VERB
fcis-5509	7	10	target	target	NOUN
fcis-5509	7	11	detection	detection	NOUN
fcis-5509	7	12	method	method	NOUN
fcis-5509	7	13	to	to	PART
fcis-5509	7	14	train	train	VERB
fcis-5509	7	15	based	base	VERB
fcis-5509	7	16	on	on	ADP
fcis-5509	7	17	yolov7	yolov7	PROPN
fcis-5509	7	18	model	model	NOUN
fcis-5509	7	19	,	,	PUNCT
fcis-5509	7	20	and	and	CCONJ
fcis-5509	7	21	obtain	obtain	VERB
fcis-5509	7	22	effective	effective	ADJ
fcis-5509	7	23	detection	detection	NOUN
fcis-5509	7	24	results	result	NOUN
fcis-5509	7	25	.	.	PUNCT
fcis-5509	8	1	keywords	keyword	NOUN
fcis-5509	8	2	:	:	PUNCT
fcis-5509	8	3	text	text	NOUN
fcis-5509	8	4	detection	detection	NOUN
fcis-5509	8	5	;	;	PUNCT
fcis-5509	8	6	yolov7	yolov7	NOUN
fcis-5509	8	7	;	;	PUNCT
fcis-5509	8	8	deep	deep	ADJ
fcis-5509	8	9	learning	learning	NOUN
fcis-5509	8	10	.	.	PUNCT
fcis-5509	9	1	1	1	X
fcis-5509	9	2	.	.	X
fcis-5509	9	3	introduction	introduction	NOUN
fcis-5509	9	4	words	word	NOUN
fcis-5509	9	5	exist	exist	VERB
fcis-5509	9	6	in	in	ADP
fcis-5509	9	7	all	all	DET
fcis-5509	9	8	aspects	aspect	NOUN
fcis-5509	9	9	of	of	ADP
fcis-5509	9	10	our	our	PRON
fcis-5509	9	11	life	life	NOUN
fcis-5509	9	12	,	,	PUNCT
fcis-5509	9	13	which	which	PRON
fcis-5509	9	14	helps	help	VERB
fcis-5509	9	15	us	we	PRON
fcis-5509	9	16	understand	understand	VERB
fcis-5509	9	17	things	thing	NOUN
fcis-5509	9	18	and	and	CCONJ
fcis-5509	9	19	exchange	exchange	NOUN
fcis-5509	9	20	ideas	idea	NOUN
fcis-5509	9	21	.	.	PUNCT
fcis-5509	10	1	text	text	NOUN
fcis-5509	10	2	in	in	ADP
fcis-5509	10	3	natural	natural	ADJ
fcis-5509	10	4	scenes	scene	NOUN
fcis-5509	10	5	also	also	ADV
fcis-5509	10	6	contains	contain	VERB
fcis-5509	10	7	rich	rich	ADJ
fcis-5509	10	8	semantic	semantic	ADJ
fcis-5509	10	9	information	information	NOUN
fcis-5509	10	10	.	.	PUNCT
fcis-5509	11	1	text	text	NOUN
fcis-5509	11	2	is	be	AUX
fcis-5509	11	3	more	more	ADV
fcis-5509	11	4	easily	easily	ADV
fcis-5509	11	5	concerned	concerned	ADJ
fcis-5509	11	6	than	than	ADP
fcis-5509	11	7	other	other	ADJ
fcis-5509	11	8	objects	object	NOUN
fcis-5509	11	9	.	.	PUNCT
fcis-5509	12	1	judd	judd	PROPN
fcis-5509	12	2	et	et	PROPN
fcis-5509	12	3	al	al	PROPN
fcis-5509	12	4	.	.	PUNCT
fcis-5509	13	1	[	[	X
fcis-5509	13	2	1	1	X
fcis-5509	13	3	]	]	PUNCT
fcis-5509	13	4	found	find	VERB
fcis-5509	13	5	that	that	SCONJ
fcis-5509	13	6	text	text	NOUN
fcis-5509	13	7	is	be	AUX
fcis-5509	13	8	more	more	ADV
fcis-5509	13	9	easily	easily	ADV
fcis-5509	13	10	concerned	concerned	ADJ
fcis-5509	13	11	than	than	ADP
fcis-5509	13	12	other	other	ADJ
fcis-5509	13	13	objects	object	NOUN
fcis-5509	13	14	by	by	ADP
fcis-5509	13	15	analyzing	analyze	VERB
fcis-5509	13	16	the	the	DET
fcis-5509	13	17	eye	eye	NOUN
fcis-5509	13	18	movement	movement	NOUN
fcis-5509	13	19	data	datum	NOUN
fcis-5509	13	20	of	of	ADP
fcis-5509	13	21	1003	1003	NUM
fcis-5509	13	22	images	image	NOUN
fcis-5509	13	23	.	.	PUNCT
fcis-5509	14	1	let	let	VERB
fcis-5509	14	2	the	the	DET
fcis-5509	14	3	computer	computer	NOUN
fcis-5509	14	4	find	find	VERB
fcis-5509	14	5	the	the	DET
fcis-5509	14	6	text	text	NOUN
fcis-5509	14	7	contained	contain	VERB
fcis-5509	14	8	in	in	ADP
fcis-5509	14	9	the	the	DET
fcis-5509	14	10	picture	picture	NOUN
fcis-5509	14	11	in	in	ADP
fcis-5509	14	12	the	the	DET
fcis-5509	14	13	natural	natural	ADJ
fcis-5509	14	14	scene	scene	NOUN
fcis-5509	14	15	picture	picture	NOUN
fcis-5509	14	16	,	,	PUNCT
fcis-5509	14	17	and	and	CCONJ
fcis-5509	14	18	identify	identify	VERB
fcis-5509	14	19	it	it	PRON
fcis-5509	14	20	,	,	PUNCT
fcis-5509	14	21	and	and	CCONJ
fcis-5509	14	22	make	make	VERB
fcis-5509	14	23	good	good	ADJ
fcis-5509	14	24	use	use	NOUN
fcis-5509	14	25	of	of	ADP
fcis-5509	14	26	the	the	DET
fcis-5509	14	27	semantic	semantic	ADJ
fcis-5509	14	28	information	information	NOUN
fcis-5509	14	29	transmitted	transmit	VERB
fcis-5509	14	30	by	by	ADP
fcis-5509	14	31	the	the	DET
fcis-5509	14	32	text	text	NOUN
fcis-5509	14	33	in	in	ADP
fcis-5509	14	34	the	the	DET
fcis-5509	14	35	picture	picture	NOUN
fcis-5509	14	36	has	have	VERB
fcis-5509	14	37	great	great	ADJ
fcis-5509	14	38	development	development	NOUN
fcis-5509	14	39	prospects	prospect	NOUN
fcis-5509	14	40	.	.	PUNCT
fcis-5509	15	1	the	the	DET
fcis-5509	15	2	initial	initial	ADJ
fcis-5509	15	3	focus	focus	NOUN
fcis-5509	15	4	of	of	ADP
fcis-5509	15	5	character	character	NOUN
fcis-5509	15	6	recognition	recognition	NOUN
fcis-5509	15	7	is	be	AUX
fcis-5509	15	8	to	to	PART
fcis-5509	15	9	recognize	recognize	VERB
fcis-5509	15	10	the	the	DET
fcis-5509	15	11	scanned	scan	VERB
fcis-5509	15	12	text	text	NOUN
fcis-5509	15	13	of	of	ADP
fcis-5509	15	14	machine	machine	NOUN
fcis-5509	15	15	-	-	PUNCT
fcis-5509	15	16	printed	print	VERB
fcis-5509	15	17	documents	document	NOUN
fcis-5509	15	18	,	,	PUNCT
fcis-5509	15	19	that	that	ADV
fcis-5509	15	20	is	is	ADV
fcis-5509	15	21	,	,	PUNCT
fcis-5509	15	22	optical	optical	ADJ
fcis-5509	15	23	character	character	NOUN
fcis-5509	15	24	recognition	recognition	NOUN
fcis-5509	15	25	(	(	PUNCT
fcis-5509	15	26	ocr	ocr	PROPN
fcis-5509	15	27	)	)	PUNCT
fcis-5509	16	1	[	[	X
fcis-5509	16	2	2	2	X
fcis-5509	16	3	]	]	PUNCT
fcis-5509	16	4	with	with	ADP
fcis-5509	16	5	the	the	DET
fcis-5509	16	6	in	in	ADP
fcis-5509	16	7	-	-	PUNCT
fcis-5509	16	8	depth	depth	NOUN
fcis-5509	16	9	study	study	NOUN
fcis-5509	16	10	of	of	ADP
fcis-5509	16	11	ocr	ocr	PROPN
fcis-5509	16	12	,	,	PUNCT
fcis-5509	16	13	it	it	PRON
fcis-5509	16	14	has	have	AUX
fcis-5509	16	15	reached	reach	VERB
fcis-5509	16	16	a	a	DET
fcis-5509	16	17	fairly	fairly	ADV
fcis-5509	16	18	high	high	ADJ
fcis-5509	16	19	level	level	NOUN
fcis-5509	16	20	of	of	ADP
fcis-5509	16	21	accuracy	accuracy	NOUN
fcis-5509	16	22	.	.	PUNCT
fcis-5509	17	1	however	however	ADV
fcis-5509	17	2	,	,	PUNCT
fcis-5509	17	3	the	the	DET
fcis-5509	17	4	success	success	NOUN
fcis-5509	17	5	of	of	ADP
fcis-5509	17	6	ocr	ocr	ADJ
fcis-5509	17	7	system	system	NOUN
fcis-5509	17	8	is	be	AUX
fcis-5509	17	9	limited	limit	VERB
fcis-5509	17	10	to	to	ADP
fcis-5509	17	11	scanning	scan	VERB
fcis-5509	17	12	the	the	DET
fcis-5509	17	13	text	text	NOUN
fcis-5509	17	14	in	in	ADP
fcis-5509	17	15	the	the	DET
fcis-5509	17	16	document	document	NOUN
fcis-5509	17	17	,	,	PUNCT
fcis-5509	17	18	and	and	CCONJ
fcis-5509	17	19	the	the	DET
fcis-5509	17	20	recognition	recognition	NOUN
fcis-5509	17	21	rate	rate	NOUN
fcis-5509	17	22	of	of	ADP
fcis-5509	17	23	scene	scene	NOUN
fcis-5509	17	24	text	text	NOUN
fcis-5509	17	25	is	be	AUX
fcis-5509	17	26	not	not	PART
fcis-5509	17	27	high	high	ADJ
fcis-5509	17	28	.	.	PUNCT
fcis-5509	18	1	recognizing	recognize	VERB
fcis-5509	18	2	text	text	NOUN
fcis-5509	18	3	from	from	ADP
fcis-5509	18	4	scene	scene	NOUN
fcis-5509	18	5	images	image	NOUN
fcis-5509	18	6	is	be	AUX
fcis-5509	18	7	more	more	ADV
fcis-5509	18	8	challenging	challenging	ADJ
fcis-5509	18	9	than	than	ADP
fcis-5509	18	10	traditional	traditional	ADJ
fcis-5509	18	11	ocr	ocr	NOUN
fcis-5509	18	12	.	.	PUNCT
fcis-5509	19	1	the	the	DET
fcis-5509	19	2	location	location	NOUN
fcis-5509	19	3	of	of	ADP
fcis-5509	19	4	scene	scene	NOUN
fcis-5509	19	5	text	text	NOUN
fcis-5509	19	6	is	be	AUX
fcis-5509	19	7	the	the	DET
fcis-5509	19	8	premise	premise	NOUN
fcis-5509	19	9	of	of	ADP
fcis-5509	19	10	text	text	NOUN
fcis-5509	19	11	recognition	recognition	NOUN
fcis-5509	19	12	.	.	PUNCT
fcis-5509	20	1	the	the	DET
fcis-5509	20	2	background	background	NOUN
fcis-5509	20	3	of	of	ADP
fcis-5509	20	4	the	the	DET
fcis-5509	20	5	scene	scene	NOUN
fcis-5509	20	6	image	image	NOUN
fcis-5509	20	7	is	be	AUX
fcis-5509	20	8	sometimes	sometimes	ADV
fcis-5509	20	9	uneven	uneven	ADJ
fcis-5509	20	10	and	and	CCONJ
fcis-5509	20	11	highly	highly	ADV
fcis-5509	20	12	chaotic	chaotic	ADJ
fcis-5509	20	13	,	,	PUNCT
fcis-5509	20	14	and	and	CCONJ
fcis-5509	20	15	the	the	DET
fcis-5509	20	16	location	location	NOUN
fcis-5509	20	17	of	of	ADP
fcis-5509	20	18	the	the	DET
fcis-5509	20	19	text	text	NOUN
fcis-5509	20	20	in	in	ADP
fcis-5509	20	21	the	the	DET
fcis-5509	20	22	scene	scene	NOUN
fcis-5509	20	23	is	be	AUX
fcis-5509	20	24	not	not	PART
fcis-5509	20	25	uniform	uniform	ADJ
fcis-5509	20	26	and	and	CCONJ
fcis-5509	20	27	its	its	PRON
fcis-5509	20	28	changeable	changeable	ADJ
fcis-5509	20	29	form	form	NOUN
fcis-5509	20	30	becomes	become	VERB
fcis-5509	20	31	the	the	DET
fcis-5509	20	32	main	main	ADJ
fcis-5509	20	33	problem	problem	NOUN
fcis-5509	20	34	of	of	ADP
fcis-5509	20	35	the	the	DET
fcis-5509	20	36	scene	scene	NOUN
fcis-5509	20	37	text	text	NOUN
fcis-5509	20	38	detection	detection	NOUN
fcis-5509	20	39	.	.	PUNCT
fcis-5509	21	1	the	the	DET
fcis-5509	21	2	text	text	NOUN
fcis-5509	21	3	location	location	NOUN
fcis-5509	21	4	method	method	NOUN
fcis-5509	21	5	is	be	AUX
fcis-5509	21	6	realized	realize	VERB
fcis-5509	21	7	by	by	ADP
fcis-5509	21	8	the	the	DET
fcis-5509	21	9	target	target	NOUN
fcis-5509	21	10	detection	detection	NOUN
fcis-5509	21	11	model	model	NOUN
fcis-5509	21	12	.	.	PUNCT
fcis-5509	22	1	traditional	traditional	ADJ
fcis-5509	22	2	target	target	NOUN
fcis-5509	22	3	detection	detection	NOUN
fcis-5509	22	4	methods	method	NOUN
fcis-5509	22	5	use	use	VERB
fcis-5509	22	6	machine	machine	NOUN
fcis-5509	22	7	learning	learn	VERB
fcis-5509	22	8	algorithms	algorithm	NOUN
fcis-5509	22	9	to	to	PART
fcis-5509	22	10	determine	determine	VERB
fcis-5509	22	11	target	target	NOUN
fcis-5509	22	12	candidate	candidate	NOUN
fcis-5509	22	13	regions	region	NOUN
fcis-5509	22	14	through	through	ADP
fcis-5509	22	15	sliding	slide	VERB
fcis-5509	22	16	windows	window	NOUN
fcis-5509	22	17	of	of	ADP
fcis-5509	22	18	different	different	ADJ
fcis-5509	22	19	scales	scale	NOUN
fcis-5509	22	20	,	,	PUNCT
fcis-5509	22	21	and	and	CCONJ
fcis-5509	22	22	extract	extract	VERB
fcis-5509	22	23	target	target	NOUN
fcis-5509	22	24	features	feature	NOUN
fcis-5509	22	25	in	in	ADP
fcis-5509	22	26	the	the	DET
fcis-5509	22	27	region	region	NOUN
fcis-5509	22	28	,	,	PUNCT
fcis-5509	22	29	such	such	ADJ
fcis-5509	22	30	as	as	ADP
fcis-5509	22	31	histogram	histogram	NOUN
fcis-5509	22	32	of	of	ADP
fcis-5509	22	33	oriented	orient	VERB
fcis-5509	22	34	gradients(hog)[3],scale	gradients(hog)[3],scale	ADJ
fcis-5509	22	35	invariant	invariant	ADJ
fcis-5509	22	36	feature	feature	NOUN
fcis-5509	22	37	transform(sift),local	transform(sift),local	PROPN
fcis-5509	22	38	binary	binary	PROPN
fcis-5509	22	39	pattern(lbp	pattern(lbp	PROPN
fcis-5509	22	40	)	)	PUNCT
fcis-5509	22	41	,	,	PUNCT
fcis-5509	22	42	haar	haar	X
fcis-5509	22	43	like	like	ADP
fcis-5509	22	44	features(haar),etc	features(haar),etc	NOUN
fcis-5509	22	45	.	.	PUNCT
fcis-5509	23	1	according	accord	VERB
fcis-5509	23	2	to	to	ADP
fcis-5509	23	3	the	the	DET
fcis-5509	23	4	target	target	NOUN
fcis-5509	23	5	detection	detection	NOUN
fcis-5509	23	6	method	method	NOUN
fcis-5509	23	7	.	.	PUNCT
fcis-5509	24	1	ren	ren	NOUN
fcis-5509	24	2	et	et	PROPN
fcis-5509	24	3	al[6	al[6	PROPN
fcis-5509	24	4	]	]	PUNCT
fcis-5509	24	5	proposed	propose	VERB
fcis-5509	24	6	a	a	DET
fcis-5509	24	7	method	method	NOUN
fcis-5509	24	8	based	base	VERB
fcis-5509	24	9	on	on	ADP
fcis-5509	24	10	predefined	predefine	VERB
fcis-5509	24	11	bounding	bounding	NOUN
fcis-5509	24	12	box	box	NOUN
fcis-5509	24	13	,	,	PUNCT
fcis-5509	24	14	which	which	PRON
fcis-5509	24	15	mainly	mainly	ADV
fcis-5509	24	16	uses	use	VERB
fcis-5509	24	17	faster	fast	ADJ
fcis-5509	24	18	-	-	PUNCT
fcis-5509	24	19	rcnn	rcnn	NOUN
fcis-5509	24	20	(	(	PUNCT
fcis-5509	24	21	fast	fast	ADJ
fcis-5509	24	22	region	region	NOUN
fcis-5509	24	23	-	-	PUNCT
fcis-5509	24	24	based	base	VERB
fcis-5509	24	25	evolutionary	evolutionary	ADJ
fcis-5509	24	26	neural	neural	ADJ
fcis-5509	24	27	network	network	NOUN
fcis-5509	24	28	)	)	PUNCT
fcis-5509	24	29	.	.	PUNCT
fcis-5509	25	1	liu	liu	PROPN
fcis-5509	26	1	[	[	X
fcis-5509	26	2	7	7	X
fcis-5509	26	3	]	]	PUNCT
fcis-5509	26	4	proposed	propose	VERB
fcis-5509	26	5	a	a	DET
fcis-5509	26	6	classical	classical	ADJ
fcis-5509	26	7	target	target	NOUN
fcis-5509	26	8	detection	detection	NOUN
fcis-5509	26	9	framework	framework	NOUN
fcis-5509	26	10	.	.	PUNCT
fcis-5509	27	1	this	this	DET
fcis-5509	27	2	method	method	NOUN
fcis-5509	27	3	first	first	ADV
fcis-5509	27	4	generates	generate	VERB
fcis-5509	27	5	multiple	multiple	ADJ
fcis-5509	27	6	predefined	predefine	VERB
fcis-5509	27	7	bounding	bounding	NOUN
fcis-5509	27	8	boxes	box	NOUN
fcis-5509	27	9	with	with	ADP
fcis-5509	27	10	each	each	DET
fcis-5509	27	11	pixel	pixel	NOUN
fcis-5509	27	12	as	as	ADP
fcis-5509	27	13	the	the	DET
fcis-5509	27	14	center	center	NOUN
fcis-5509	27	15	,	,	PUNCT
fcis-5509	27	16	then	then	ADV
fcis-5509	27	17	judges	judge	VERB
fcis-5509	27	18	whether	whether	SCONJ
fcis-5509	27	19	these	these	DET
fcis-5509	27	20	bounding	bounding	NOUN
fcis-5509	27	21	boxes	box	NOUN
fcis-5509	27	22	contain	contain	VERB
fcis-5509	27	23	complete	complete	ADJ
fcis-5509	27	24	text	text	NOUN
fcis-5509	27	25	,	,	PUNCT
fcis-5509	27	26	and	and	CCONJ
fcis-5509	27	27	finally	finally	ADV
fcis-5509	27	28	refines	refine	VERB
fcis-5509	27	29	the	the	DET
fcis-5509	27	30	bounding	bounding	NOUN
fcis-5509	27	31	boxes	box	NOUN
fcis-5509	27	32	containing	contain	VERB
fcis-5509	27	33	complete	complete	ADJ
fcis-5509	27	34	text	text	NOUN
fcis-5509	27	35	to	to	PART
fcis-5509	27	36	fit	fit	VERB
fcis-5509	27	37	the	the	DET
fcis-5509	27	38	text	text	NOUN
fcis-5509	27	39	boundary	boundary	NOUN
fcis-5509	27	40	.	.	PUNCT
fcis-5509	28	1	the	the	DET
fcis-5509	28	2	network	network	NOUN
fcis-5509	28	3	structure	structure	NOUN
fcis-5509	28	4	of	of	ADP
fcis-5509	28	5	text	text	NOUN
fcis-5509	28	6	boxes	box	NOUN
fcis-5509	28	7	proposed	propose	VERB
fcis-5509	28	8	by	by	ADP
fcis-5509	28	9	liao	liao	PROPN
fcis-5509	28	10	[	[	X
fcis-5509	28	11	8	8	NUM
fcis-5509	28	12	]	]	PUNCT
fcis-5509	28	13	is	be	AUX
fcis-5509	28	14	consistent	consistent	ADJ
fcis-5509	28	15	with	with	ADP
fcis-5509	28	16	the	the	DET
fcis-5509	28	17	network	network	NOUN
fcis-5509	28	18	structure	structure	NOUN
fcis-5509	28	19	of	of	ADP
fcis-5509	28	20	ssd	ssd	PROPN
fcis-5509	28	21	.	.	PUNCT
fcis-5509	29	1	his	his	PRON
fcis-5509	29	2	solution	solution	NOUN
fcis-5509	29	3	is	be	AUX
fcis-5509	29	4	to	to	PART
fcis-5509	29	5	change	change	VERB
fcis-5509	29	6	the	the	DET
fcis-5509	29	7	detected	detect	VERB
fcis-5509	29	8	object	object	NOUN
fcis-5509	29	9	into	into	ADP
fcis-5509	29	10	text	text	NOUN
fcis-5509	29	11	.	.	PUNCT
fcis-5509	30	1	text	text	NOUN
fcis-5509	30	2	boxes	box	NOUN
fcis-5509	30	3	adopts	adopt	VERB
fcis-5509	30	4	the	the	DET
fcis-5509	30	5	full	full	ADJ
fcis-5509	30	6	convolution	convolution	NOUN
fcis-5509	30	7	network	network	NOUN
fcis-5509	30	8	structure	structure	NOUN
fcis-5509	30	9	.	.	PUNCT
fcis-5509	31	1	by	by	ADP
fcis-5509	31	2	predicting	predict	VERB
fcis-5509	31	3	the	the	DET
fcis-5509	31	4	confidence	confidence	NOUN
fcis-5509	31	5	of	of	ADP
fcis-5509	31	6	the	the	DET
fcis-5509	31	7	text	text	NOUN
fcis-5509	31	8	bounding	bounding	NOUN
fcis-5509	31	9	box	box	NOUN
fcis-5509	31	10	and	and	CCONJ
fcis-5509	31	11	the	the	DET
fcis-5509	31	12	coordinate	coordinate	NOUN
fcis-5509	31	13	offset	offset	VERB
fcis-5509	31	14	between	between	ADP
fcis-5509	31	15	the	the	DET
fcis-5509	31	16	bounding	bounding	NOUN
fcis-5509	31	17	box	box	NOUN
fcis-5509	31	18	and	and	CCONJ
fcis-5509	31	19	the	the	DET
fcis-5509	31	20	default	default	NOUN
fcis-5509	31	21	bounding	bounding	NOUN
fcis-5509	31	22	box	box	NOUN
fcis-5509	31	23	(	(	PUNCT
fcis-5509	31	24	the	the	DET
fcis-5509	31	25	predesigned	predesigned	ADJ
fcis-5509	31	26	initial	initial	ADJ
fcis-5509	31	27	bounding	bounding	NOUN
fcis-5509	31	28	box	box	NOUN
fcis-5509	31	29	)	)	PUNCT
fcis-5509	31	30	,	,	PUNCT
fcis-5509	31	31	the	the	DET
fcis-5509	31	32	coordinate	coordinate	NOUN
fcis-5509	31	33	information	information	NOUN
fcis-5509	31	34	of	of	ADP
fcis-5509	31	35	the	the	DET
fcis-5509	31	36	word	word	NOUN
fcis-5509	31	37	bounding	bounding	NOUN
fcis-5509	31	38	box	box	NOUN
fcis-5509	31	39	is	be	AUX
fcis-5509	31	40	directly	directly	ADV
fcis-5509	31	41	output	output	ADJ
fcis-5509	31	42	at	at	ADP
fcis-5509	31	43	multiple	multiple	ADJ
fcis-5509	31	44	feature	feature	NOUN
fcis-5509	31	45	layers	layer	NOUN
fcis-5509	31	46	.	.	PUNCT
fcis-5509	32	1	the	the	DET
fcis-5509	32	2	feature	feature	NOUN
fcis-5509	32	3	of	of	ADP
fcis-5509	32	4	text	text	NOUN
fcis-5509	32	5	boxes	box	NOUN
fcis-5509	32	6	is	be	AUX
fcis-5509	32	7	that	that	SCONJ
fcis-5509	32	8	it	it	PRON
fcis-5509	32	9	adjusts	adjust	VERB
fcis-5509	32	10	the	the	DET
fcis-5509	32	11	proportion	proportion	NOUN
fcis-5509	32	12	of	of	ADP
fcis-5509	32	13	the	the	DET
fcis-5509	32	14	convolution	convolution	NOUN
fcis-5509	32	15	kernel	kernel	NOUN
fcis-5509	32	16	in	in	ADP
fcis-5509	32	17	the	the	DET
fcis-5509	32	18	convolution	convolution	NOUN
fcis-5509	32	19	neural	neural	ADJ
fcis-5509	32	20	network	network	NOUN
fcis-5509	32	21	,	,	PUNCT
fcis-5509	32	22	and	and	CCONJ
fcis-5509	32	23	transforms	transform	VERB
fcis-5509	32	24	the	the	DET
fcis-5509	32	25	traditional	traditional	ADJ
fcis-5509	32	26	square	square	NOUN
fcis-5509	32	27	into	into	ADP
fcis-5509	32	28	a	a	DET
fcis-5509	32	29	long	long	ADJ
fcis-5509	32	30	rectangle	rectangle	NOUN
fcis-5509	32	31	that	that	PRON
fcis-5509	32	32	is	be	AUX
fcis-5509	32	33	more	more	ADV
fcis-5509	32	34	consistent	consistent	ADJ
fcis-5509	32	35	with	with	ADP
fcis-5509	32	36	the	the	DET
fcis-5509	32	37	character	character	NOUN
fcis-5509	32	38	of	of	ADP
fcis-5509	32	39	the	the	DET
fcis-5509	32	40	text	text	NOUN
fcis-5509	32	41	,	,	PUNCT
fcis-5509	32	42	so	so	SCONJ
fcis-5509	32	43	that	that	SCONJ
fcis-5509	32	44	the	the	DET
fcis-5509	32	45	receptive	receptive	ADJ
fcis-5509	32	46	field	field	NOUN
fcis-5509	32	47	becomes	become	VERB
fcis-5509	32	48	a	a	DET
fcis-5509	32	49	long	long	ADJ
fcis-5509	32	50	rectangle	rectangle	NOUN
fcis-5509	32	51	,	,	PUNCT
fcis-5509	32	52	making	make	VERB
fcis-5509	32	53	it	it	PRON
fcis-5509	32	54	easier	easy	ADJ
fcis-5509	32	55	for	for	SCONJ
fcis-5509	32	56	the	the	DET
fcis-5509	32	57	network	network	NOUN
fcis-5509	32	58	to	to	PART
fcis-5509	32	59	extract	extract	VERB
fcis-5509	32	60	the	the	DET
fcis-5509	32	61	character	character	NOUN
fcis-5509	32	62	features	feature	VERB
fcis-5509	32	63	.	.	PUNCT
fcis-5509	33	1	in	in	ADP
fcis-5509	33	2	addition	addition	NOUN
fcis-5509	33	3	,	,	PUNCT
fcis-5509	33	4	text	text	NOUN
fcis-5509	33	5	boxes	box	NOUN
fcis-5509	33	6	also	also	ADV
fcis-5509	33	7	adjusted	adjust	VERB
fcis-5509	33	8	the	the	DET
fcis-5509	33	9	aspect	aspect	NOUN
fcis-5509	33	10	ratio	ratio	NOUN
fcis-5509	33	11	of	of	ADP
fcis-5509	33	12	the	the	DET
fcis-5509	33	13	predefined	predefine	VERB
fcis-5509	33	14	bounding	bounding	NOUN
fcis-5509	33	15	box	box	NOUN
fcis-5509	33	16	and	and	CCONJ
fcis-5509	33	17	used	use	VERB
fcis-5509	33	18	the	the	DET
fcis-5509	33	19	predefined	predefine	VERB
fcis-5509	33	20	bounding	bounding	NOUN
fcis-5509	33	21	box	box	NOUN
fcis-5509	33	22	with	with	ADP
fcis-5509	33	23	a	a	DET
fcis-5509	33	24	larger	large	ADJ
fcis-5509	33	25	aspect	aspect	NOUN
fcis-5509	33	26	ratio	ratio	NOUN
fcis-5509	33	27	to	to	PART
fcis-5509	33	28	adapt	adapt	VERB
fcis-5509	33	29	to	to	ADP
fcis-5509	33	30	the	the	DET
fcis-5509	33	31	shape	shape	NOUN
fcis-5509	33	32	of	of	ADP
fcis-5509	33	33	the	the	DET
fcis-5509	33	34	text	text	NOUN
fcis-5509	33	35	and	and	CCONJ
fcis-5509	33	36	reduce	reduce	VERB
fcis-5509	33	37	the	the	DET
fcis-5509	33	38	difficulty	difficulty	NOUN
fcis-5509	33	39	of	of	ADP
fcis-5509	33	40	the	the	DET
fcis-5509	33	41	regression	regression	NOUN
fcis-5509	33	42	task	task	NOUN
fcis-5509	33	43	.	.	PUNCT
fcis-5509	34	1	the	the	DET
fcis-5509	34	2	recognition	recognition	NOUN
fcis-5509	34	3	speed	speed	NOUN
fcis-5509	34	4	of	of	ADP
fcis-5509	34	5	the	the	DET
fcis-5509	34	6	text	text	NOUN
fcis-5509	34	7	boxes	box	NOUN
fcis-5509	34	8	method	method	NOUN
fcis-5509	34	9	based	base	VERB
fcis-5509	34	10	on	on	ADP
fcis-5509	34	11	the	the	DET
fcis-5509	34	12	first	first	ADJ
fcis-5509	34	13	stage	stage	NOUN
fcis-5509	34	14	is	be	AUX
fcis-5509	34	15	significantly	significantly	ADV
fcis-5509	34	16	improved	improve	VERB
fcis-5509	34	17	,	,	PUNCT
fcis-5509	34	18	but	but	CCONJ
fcis-5509	34	19	the	the	DET
fcis-5509	34	20	recognition	recognition	NOUN
fcis-5509	34	21	accuracy	accuracy	NOUN
fcis-5509	34	22	is	be	AUX
fcis-5509	34	23	not	not	PART
fcis-5509	34	24	high	high	ADJ
fcis-5509	34	25	for	for	ADP
fcis-5509	34	26	text	text	NOUN
fcis-5509	34	27	recognition	recognition	NOUN
fcis-5509	34	28	under	under	ADP
fcis-5509	34	29	complex	complex	ADJ
fcis-5509	34	30	light	light	ADJ
fcis-5509	34	31	background	background	NOUN
fcis-5509	34	32	and	and	CCONJ
fcis-5509	34	33	word	word	NOUN
fcis-5509	34	34	recognition	recognition	NOUN
fcis-5509	34	35	with	with	ADP
fcis-5509	34	36	too	too	ADV
fcis-5509	34	37	large	large	ADJ
fcis-5509	34	38	character	character	NOUN
fcis-5509	34	39	spacing	spacing	NOUN
fcis-5509	34	40	.	.	PUNCT
fcis-5509	35	1	shi	shi	PROPN
fcis-5509	36	1	[	[	X
fcis-5509	36	2	9	9	NUM
fcis-5509	36	3	]	]	PUNCT
fcis-5509	36	4	proposed	propose	VERB
fcis-5509	36	5	the	the	DET
fcis-5509	36	6	seglink	seglink	NOUN
fcis-5509	36	7	method	method	NOUN
fcis-5509	36	8	,	,	PUNCT
fcis-5509	36	9	which	which	PRON
fcis-5509	36	10	is	be	AUX
fcis-5509	36	11	also	also	ADV
fcis-5509	36	12	improved	improve	VERB
fcis-5509	36	13	based	base	VERB
fcis-5509	36	14	on	on	ADP
fcis-5509	36	15	ssd	ssd	PROPN
fcis-5509	36	16	.	.	PUNCT
fcis-5509	37	1	its	its	PRON
fcis-5509	37	2	core	core	ADJ
fcis-5509	37	3	idea	idea	NOUN
fcis-5509	37	4	is	be	AUX
fcis-5509	37	5	not	not	PART
fcis-5509	37	6	to	to	PART
fcis-5509	37	7	directly	directly	ADV
fcis-5509	37	8	detect	detect	VERB
fcis-5509	37	9	words	word	NOUN
fcis-5509	37	10	or	or	CCONJ
fcis-5509	37	11	text	text	NOUN
fcis-5509	37	12	lines	line	NOUN
fcis-5509	37	13	,	,	PUNCT
fcis-5509	37	14	but	but	CCONJ
fcis-5509	37	15	to	to	PART
fcis-5509	37	16	first	first	ADV
fcis-5509	37	17	detect	detect	VERB
fcis-5509	37	18	local	local	ADJ
fcis-5509	37	19	areas	area	NOUN
fcis-5509	37	20	of	of	ADP
fcis-5509	37	21	words	word	NOUN
fcis-5509	37	22	or	or	CCONJ
fcis-5509	37	23	text	text	NOUN
fcis-5509	37	24	lines	line	NOUN
fcis-5509	37	25	,	,	PUNCT
fcis-5509	37	26	and	and	CCONJ
fcis-5509	37	27	then	then	ADV
fcis-5509	37	28	connect	connect	VERB
fcis-5509	37	29	these	these	DET
fcis-5509	37	30	local	local	ADJ
fcis-5509	37	31	areas	area	NOUN
fcis-5509	37	32	to	to	PART
fcis-5509	37	33	form	form	VERB
fcis-5509	37	34	a	a	DET
fcis-5509	37	35	complete	complete	ADJ
fcis-5509	37	36	word	word	NOUN
fcis-5509	37	37	or	or	CCONJ
fcis-5509	37	38	text	text	NOUN
fcis-5509	37	39	line	line	NOUN
fcis-5509	37	40	.	.	PUNCT
fcis-5509	38	1	it	it	PRON
fcis-5509	38	2	divides	divide	VERB
fcis-5509	38	3	the	the	DET
fcis-5509	38	4	text	text	NOUN
fcis-5509	38	5	detection	detection	NOUN
fcis-5509	38	6	task	task	NOUN
fcis-5509	38	7	into	into	ADP
fcis-5509	38	8	two	two	NUM
fcis-5509	38	9	subtasks	subtask	NOUN
fcis-5509	38	10	:	:	PUNCT
fcis-5509	38	11	detecting	detect	VERB
fcis-5509	38	12	the	the	DET
fcis-5509	38	13	connection	connection	NOUN
fcis-5509	38	14	between	between	ADP
fcis-5509	38	15	text	text	NOUN
fcis-5509	38	16	segments	segment	NOUN
fcis-5509	38	17	and	and	CCONJ
fcis-5509	38	18	predicting	predict	VERB
fcis-5509	38	19	the	the	DET
fcis-5509	38	20	connection	connection	NOUN
fcis-5509	38	21	between	between	ADP
fcis-5509	38	22	segments	segment	NOUN
fcis-5509	38	23	.	.	PUNCT
fcis-5509	39	1	among	among	ADP
fcis-5509	39	2	them	they	PRON
fcis-5509	39	3	,	,	PUNCT
fcis-5509	39	4	fragments	fragment	NOUN
fcis-5509	39	5	are	be	AUX
fcis-5509	39	6	rectangular	rectangular	ADJ
fcis-5509	39	7	bounding	bounding	NOUN
fcis-5509	39	8	boxes	box	NOUN
fcis-5509	39	9	with	with	ADP
fcis-5509	39	10	directions	direction	NOUN
fcis-5509	39	11	,	,	PUNCT
fcis-5509	39	12	which	which	PRON
fcis-5509	39	13	are	be	AUX
fcis-5509	39	14	predefined	predefine	VERB
fcis-5509	39	15	bounding	bounding	NOUN
fcis-5509	39	16	boxes	box	NOUN
fcis-5509	39	17	,	,	PUNCT
fcis-5509	39	18	and	and	CCONJ
fcis-5509	39	19	they	they	PRON
fcis-5509	39	20	cover	cover	VERB
fcis-5509	39	21	part	part	NOUN
fcis-5509	39	22	of	of	ADP
fcis-5509	39	23	words	word	NOUN
fcis-5509	39	24	or	or	CCONJ
fcis-5509	39	25	text	text	NOUN
fcis-5509	39	26	lines	line	NOUN
fcis-5509	39	27	.	.	PUNCT
fcis-5509	40	1	the	the	DET
fcis-5509	40	2	connection	connection	NOUN
fcis-5509	40	3	between	between	ADP
fcis-5509	40	4	fragments	fragment	NOUN
fcis-5509	40	5	refers	refer	VERB
fcis-5509	40	6	to	to	ADP
fcis-5509	40	7	whether	whether	SCONJ
fcis-5509	40	8	two	two	NUM
fcis-5509	40	9	fragments	fragment	NOUN
fcis-5509	40	10	belong	belong	VERB
fcis-5509	40	11	to	to	ADP
fcis-5509	40	12	the	the	DET
fcis-5509	40	13	same	same	ADJ
fcis-5509	40	14	word	word	NOUN
fcis-5509	40	15	or	or	CCONJ
fcis-5509	40	16	text	text	NOUN
fcis-5509	40	17	line	line	NOUN
fcis-5509	40	18	.	.	PUNCT
fcis-5509	41	1	the	the	DET
fcis-5509	41	2	segments	segment	NOUN
fcis-5509	41	3	with	with	ADP
fcis-5509	41	4	connection	connection	NOUN
fcis-5509	41	5	relationship	relationship	NOUN
fcis-5509	41	6	are	be	AUX
fcis-5509	41	7	merged	merge	VERB
fcis-5509	41	8	to	to	PART
fcis-5509	41	9	generate	generate	VERB
fcis-5509	41	10	the	the	DET
fcis-5509	41	11	bounding	bounding	NOUN
fcis-5509	41	12	box	box	NOUN
fcis-5509	41	13	of	of	ADP
fcis-5509	41	14	the	the	DET
fcis-5509	41	15	corresponding	correspond	VERB
fcis-5509	41	16	text	text	NOUN
fcis-5509	41	17	.	.	PUNCT
fcis-5509	42	1	the	the	DET
fcis-5509	42	2	seglink	seglink	ADJ
fcis-5509	42	3	method	method	NOUN
fcis-5509	42	4	is	be	AUX
fcis-5509	42	5	similar	similar	ADJ
fcis-5509	42	6	to	to	ADP
fcis-5509	42	7	the	the	DET
fcis-5509	42	8	text	text	NOUN
fcis-5509	42	9	boxes	box	NOUN
fcis-5509	42	10	method	method	NOUN
fcis-5509	42	11	,	,	PUNCT
fcis-5509	42	12	except	except	SCONJ
fcis-5509	42	13	that	that	SCONJ
fcis-5509	42	14	it	it	PRON
fcis-5509	42	15	is	be	AUX
fcis-5509	42	16	difficult	difficult	ADJ
fcis-5509	42	17	to	to	PART
fcis-5509	42	18	detect	detect	VERB
fcis-5509	42	19	large	large	ADJ
fcis-5509	42	20	text	text	NOUN
fcis-5509	42	21	,	,	PUNCT
fcis-5509	42	22	because	because	SCONJ
fcis-5509	42	23	the	the	DET
fcis-5509	42	24	connection	connection	NOUN
fcis-5509	42	25	is	be	AUX
fcis-5509	42	26	used	use	VERB
fcis-5509	42	27	to	to	PART
fcis-5509	42	28	connect	connect	VERB
fcis-5509	42	29	adjacent	adjacent	ADJ
fcis-5509	42	30	fragments	fragment	NOUN
fcis-5509	42	31	,	,	PUNCT
fcis-5509	42	32	and	and	CCONJ
fcis-5509	42	33	can	can	AUX
fcis-5509	42	34	not	not	PART
fcis-5509	42	35	be	be	AUX
fcis-5509	42	36	used	use	VERB
fcis-5509	42	37	to	to	PART
fcis-5509	42	38	detect	detect	VERB
fcis-5509	42	39	lines	line	NOUN
fcis-5509	42	40	of	of	ADP
fcis-5509	42	41	text	text	NOUN
fcis-5509	42	42	with	with	ADP
fcis-5509	42	43	relatively	relatively	ADV
fcis-5509	42	44	long	long	ADJ
fcis-5509	42	45	spacing	spacing	NOUN
fcis-5509	42	46	.	.	PUNCT
fcis-5509	43	1	ma	ma	PROPN
fcis-5509	44	1	[	[	X
fcis-5509	44	2	10	10	NUM
fcis-5509	44	3	]	]	PUNCT
fcis-5509	44	4	improved	improve	VERB
fcis-5509	44	5	the	the	DET
fcis-5509	44	6	predefined	predefine	VERB
fcis-5509	44	7	bounding	bounding	NOUN
fcis-5509	44	8	box	box	NOUN
fcis-5509	44	9	and	and	CCONJ
fcis-5509	44	10	roi	roi	NOUN
fcis-5509	44	11	pooling	pooling	NOUN
fcis-5509	44	12	layer	layer	NOUN
fcis-5509	44	13	on	on	ADP
fcis-5509	44	14	the	the	DET
fcis-5509	44	15	basis	basis	NOUN
fcis-5509	44	16	of	of	ADP
fcis-5509	44	17	faster	fast	ADJ
fcis-5509	44	18	-	-	PUNCT
fcis-5509	44	19	rcnn	rcnn	NOUN
fcis-5509	44	20	network	network	NOUN
fcis-5509	44	21	.	.	PUNCT
fcis-5509	45	1	because	because	SCONJ
fcis-5509	45	2	the	the	DET
fcis-5509	45	3	direction	direction	NOUN
fcis-5509	45	4	of	of	ADP
fcis-5509	45	5	the	the	DET
fcis-5509	45	6	scene	scene	NOUN
fcis-5509	45	7	text	text	NOUN
fcis-5509	45	8	is	be	AUX
fcis-5509	45	9	arbitrary	arbitrary	ADJ
fcis-5509	45	10	,	,	PUNCT
fcis-5509	45	11	and	and	CCONJ
fcis-5509	45	12	the	the	DET
fcis-5509	45	13	detection	detection	NOUN
fcis-5509	45	14	method	method	NOUN
fcis-5509	45	15	based	base	VERB
fcis-5509	45	16	on	on	ADP
fcis-5509	45	17	the	the	DET
fcis-5509	45	18	predefined	predefine	VERB
fcis-5509	45	19	bounding	bounding	NOUN
fcis-5509	45	20	box	box	NOUN
fcis-5509	45	21	uses	use	VERB
fcis-5509	45	22	a	a	DET
fcis-5509	45	23	horizontal	horizontal	ADJ
fcis-5509	45	24	rectangular	rectangular	ADJ
fcis-5509	45	25	bounding	bounding	NOUN
fcis-5509	45	26	box	box	NOUN
fcis-5509	45	27	.	.	PUNCT
fcis-5509	46	1	in	in	ADP
fcis-5509	46	2	order	order	NOUN
fcis-5509	46	3	to	to	PART
fcis-5509	46	4	make	make	VERB
fcis-5509	46	5	the	the	DET
fcis-5509	46	6	predefined	predefine	VERB
fcis-5509	46	7	bounding	bounding	NOUN
fcis-5509	46	8	box	box	NOUN
fcis-5509	46	9	more	more	ADV
fcis-5509	46	10	coincident	coincident	ADJ
fcis-5509	46	11	with	with	ADP
fcis-5509	46	12	the	the	DET
fcis-5509	46	13	text	text	NOUN
fcis-5509	46	14	,	,	PUNCT
fcis-5509	46	15	the	the	DET
fcis-5509	46	16	predefined	predefine	VERB
fcis-5509	46	17	bounding	bounding	NOUN
fcis-5509	46	18	box	box	NOUN
fcis-5509	46	19	used	use	VERB
fcis-5509	46	20	by	by	ADP
fcis-5509	46	21	rrpn	rrpn	PROPN
fcis-5509	46	22	is	be	AUX
fcis-5509	46	23	angled	angle	VERB
fcis-5509	46	24	,	,	PUNCT
fcis-5509	46	25	with	with	ADP
fcis-5509	46	26	30	30	NUM
fcis-5509	46	27	degrees	degree	NOUN
fcis-5509	46	28	as	as	ADP
fcis-5509	46	29	the	the	DET
fcis-5509	46	30	interval	interval	NOUN
fcis-5509	46	31	,	,	PUNCT
fcis-5509	46	32	so	so	SCONJ
fcis-5509	46	33	as	as	SCONJ
fcis-5509	46	34	to	to	PART
fcis-5509	46	35	obtain	obtain	VERB
fcis-5509	46	36	the	the	DET
fcis-5509	46	37	bounding	bounding	NOUN
fcis-5509	46	38	box	box	NOUN
fcis-5509	46	39	covering	cover	VERB
fcis-5509	46	40	360	360	NUM
fcis-5509	46	41	degrees	degree	NOUN
fcis-5509	46	42	.	.	PUNCT
fcis-5509	47	1	since	since	SCONJ
fcis-5509	47	2	the	the	DET
fcis-5509	47	3	bounding	bounding	NOUN
fcis-5509	47	4	box	box	NOUN
fcis-5509	47	5	is	be	AUX
fcis-5509	47	6	angled	angle	VERB
fcis-5509	47	7	at	at	ADP
fcis-5509	47	8	this	this	DET
fcis-5509	47	9	120	120	NUM
fcis-5509	47	10	time	time	NOUN
fcis-5509	47	11	,	,	PUNCT
fcis-5509	47	12	the	the	DET
fcis-5509	47	13	extracted	extract	VERB
fcis-5509	47	14	roi	roi	NOUN
fcis-5509	47	15	features	feature	NOUN
fcis-5509	47	16	are	be	AUX
fcis-5509	47	17	also	also	ADV
fcis-5509	47	18	angled	angled	ADJ
fcis-5509	47	19	rectangles	rectangle	NOUN
fcis-5509	47	20	.	.	PUNCT
fcis-5509	48	1	rrpn	rrpn	PROPN
fcis-5509	48	2	proposes	propose	VERB
fcis-5509	48	3	a	a	DET
fcis-5509	48	4	rroi	rroi	NOUN
fcis-5509	48	5	pooling	pool	VERB
fcis-5509	48	6	method	method	NOUN
fcis-5509	48	7	to	to	PART
fcis-5509	48	8	pool	pool	VERB
fcis-5509	48	9	such	such	ADJ
fcis-5509	48	10	features	feature	NOUN
fcis-5509	48	11	,	,	PUNCT
fcis-5509	48	12	so	so	SCONJ
fcis-5509	48	13	as	as	SCONJ
fcis-5509	48	14	to	to	PART
fcis-5509	48	15	obtain	obtain	VERB
fcis-5509	48	16	horizontal	horizontal	ADJ
fcis-5509	48	17	features	feature	NOUN
fcis-5509	48	18	and	and	CCONJ
fcis-5509	48	19	pass	pass	VERB
fcis-5509	48	20	them	they	PRON
fcis-5509	48	21	into	into	ADP
fcis-5509	48	22	the	the	DET
fcis-5509	48	23	rcnn	rcnn	PROPN
fcis-5509	48	24	network	network	PROPN
fcis-5509	48	25	.	.	PUNCT
fcis-5509	49	1	the	the	DET
fcis-5509	49	2	specific	specific	ADJ
fcis-5509	49	3	method	method	NOUN
fcis-5509	49	4	is	be	AUX
fcis-5509	49	5	to	to	PART
fcis-5509	49	6	divide	divide	VERB
fcis-5509	49	7	the	the	DET
fcis-5509	49	8	angled	angled	ADJ
fcis-5509	49	9	roi	roi	NOUN
fcis-5509	49	10	features	feature	NOUN
fcis-5509	49	11	into	into	ADP
fcis-5509	49	12	n	n	ADP
fcis-5509	49	13	n	n	ADJ
fcis-5509	49	14	regions	region	NOUN
fcis-5509	49	15	on	on	ADP
fcis-5509	49	16	average	average	ADJ
fcis-5509	49	17	,	,	PUNCT
fcis-5509	49	18	where	where	SCONJ
fcis-5509	49	19	n	n	PRON
fcis-5509	49	20	is	be	AUX
fcis-5509	49	21	the	the	DET
fcis-5509	49	22	edge	edge	NOUN
fcis-5509	49	23	length	length	NOUN
fcis-5509	49	24	of	of	ADP
fcis-5509	49	25	the	the	DET
fcis-5509	49	26	pooling	pool	VERB
fcis-5509	49	27	feature	feature	NOUN
fcis-5509	49	28	,	,	PUNCT
fcis-5509	49	29	then	then	ADV
fcis-5509	49	30	max	max	PROPN
fcis-5509	49	31	pooling	pool	VERB
fcis-5509	49	32	feature	feature	NOUN
fcis-5509	49	33	for	for	ADP
fcis-5509	49	34	each	each	DET
fcis-5509	49	35	1	1	NUM
fcis-5509	49	36	1	1	NUM
fcis-5509	49	37	region	region	NOUN
fcis-5509	49	38	,	,	PUNCT
fcis-5509	49	39	and	and	CCONJ
fcis-5509	49	40	finally	finally	ADV
fcis-5509	49	41	map	map	VERB
fcis-5509	49	42	the	the	DET
fcis-5509	49	43	horizontal	horizontal	ADJ
fcis-5509	49	44	n	n	CCONJ
fcis-5509	49	45	n	n	ADJ
fcis-5509	49	46	features	feature	NOUN
fcis-5509	49	47	.	.	PUNCT
fcis-5509	50	1	thus	thus	ADV
fcis-5509	50	2	,	,	PUNCT
fcis-5509	50	3	the	the	DET
fcis-5509	50	4	rrpn	rrpn	ADJ
fcis-5509	50	5	network	network	NOUN
fcis-5509	50	6	can	can	AUX
fcis-5509	50	7	be	be	AUX
fcis-5509	50	8	used	use	VERB
fcis-5509	50	9	to	to	PART
fcis-5509	50	10	detect	detect	VERB
fcis-5509	50	11	text	text	NOUN
fcis-5509	50	12	lines	line	NOUN
fcis-5509	50	13	in	in	ADP
fcis-5509	50	14	any	any	DET
fcis-5509	50	15	direction	direction	NOUN
fcis-5509	50	16	.	.	PUNCT
fcis-5509	51	1	due	due	ADP
fcis-5509	51	2	to	to	ADP
fcis-5509	51	3	the	the	DET
fcis-5509	51	4	lack	lack	NOUN
fcis-5509	51	5	of	of	ADP
fcis-5509	51	6	relevant	relevant	ADJ
fcis-5509	51	7	research	research	NOUN
fcis-5509	51	8	on	on	ADP
fcis-5509	51	9	scene	scene	NOUN
fcis-5509	51	10	chinese	chinese	ADJ
fcis-5509	51	11	detection	detection	NOUN
fcis-5509	51	12	,	,	PUNCT
fcis-5509	51	13	and	and	CCONJ
fcis-5509	51	14	the	the	DET
fcis-5509	51	15	accuracy	accuracy	NOUN
fcis-5509	51	16	of	of	ADP
fcis-5509	51	17	location	location	NOUN
fcis-5509	51	18	is	be	AUX
fcis-5509	51	19	not	not	PART
fcis-5509	51	20	ideal	ideal	ADJ
fcis-5509	51	21	.	.	PUNCT
fcis-5509	52	1	in	in	ADP
fcis-5509	52	2	order	order	NOUN
fcis-5509	52	3	to	to	PART
fcis-5509	52	4	locate	locate	VERB
fcis-5509	52	5	the	the	DET
fcis-5509	52	6	text	text	NOUN
fcis-5509	52	7	information	information	NOUN
fcis-5509	52	8	in	in	ADP
fcis-5509	52	9	the	the	DET
fcis-5509	52	10	scene	scene	NOUN
fcis-5509	52	11	image	image	NOUN
fcis-5509	52	12	,	,	PUNCT
fcis-5509	52	13	we	we	PRON
fcis-5509	52	14	use	use	VERB
fcis-5509	52	15	the	the	DET
fcis-5509	52	16	target	target	NOUN
fcis-5509	52	17	detection	detection	NOUN
fcis-5509	52	18	method	method	NOUN
fcis-5509	52	19	.	.	PUNCT
fcis-5509	53	1	using	use	VERB
fcis-5509	53	2	yolov7	yolov7	NOUN
fcis-5509	53	3	[	[	X
fcis-5509	53	4	11	11	NUM
fcis-5509	53	5	]	]	PUNCT
fcis-5509	53	6	target	target	NOUN
fcis-5509	53	7	detection	detection	NOUN
fcis-5509	53	8	model	model	NOUN
fcis-5509	53	9	,	,	PUNCT
fcis-5509	53	10	a	a	DET
fcis-5509	53	11	lightweight	lightweight	ADJ
fcis-5509	53	12	real	real	ADJ
fcis-5509	53	13	-	-	PUNCT
fcis-5509	53	14	time	time	NOUN
fcis-5509	53	15	and	and	CCONJ
fcis-5509	53	16	efficient	efficient	ADJ
fcis-5509	53	17	text	text	NOUN
fcis-5509	53	18	detection	detection	NOUN
fcis-5509	53	19	method	method	NOUN
fcis-5509	53	20	is	be	AUX
fcis-5509	53	21	proposed	propose	VERB
fcis-5509	53	22	.	.	PUNCT
fcis-5509	54	1	this	this	DET
fcis-5509	54	2	method	method	NOUN
fcis-5509	54	3	mainly	mainly	ADV
fcis-5509	54	4	adjusts	adjust	VERB
fcis-5509	54	5	parameters	parameter	NOUN
fcis-5509	54	6	and	and	CCONJ
fcis-5509	54	7	optimizes	optimize	VERB
fcis-5509	54	8	network	network	NOUN
fcis-5509	54	9	framework	framework	NOUN
fcis-5509	54	10	based	base	VERB
fcis-5509	54	11	on	on	ADP
fcis-5509	54	12	yolov7	yolov7	PROPN
fcis-5509	54	13	target	target	NOUN
fcis-5509	54	14	detection	detection	NOUN
fcis-5509	54	15	model	model	NOUN
fcis-5509	54	16	.	.	PUNCT
fcis-5509	55	1	for	for	ADP
fcis-5509	55	2	the	the	DET
fcis-5509	55	3	problem	problem	NOUN
fcis-5509	55	4	of	of	ADP
fcis-5509	55	5	chinese	chinese	ADJ
fcis-5509	55	6	text	text	NOUN
fcis-5509	55	7	detection	detection	NOUN
fcis-5509	55	8	in	in	ADP
fcis-5509	55	9	scene	scene	NOUN
fcis-5509	55	10	images	image	NOUN
fcis-5509	55	11	,	,	PUNCT
fcis-5509	55	12	we	we	PRON
fcis-5509	55	13	train	train	VERB
fcis-5509	55	14	the	the	DET
fcis-5509	55	15	network	network	NOUN
fcis-5509	55	16	on	on	ADP
fcis-5509	55	17	the	the	DET
fcis-5509	55	18	rects	rect	NOUN
fcis-5509	55	19	dataset	dataset	VERB
fcis-5509	55	20	.	.	PUNCT
fcis-5509	56	1	we	we	PRON
fcis-5509	56	2	hope	hope	VERB
fcis-5509	56	3	to	to	PART
fcis-5509	56	4	provide	provide	VERB
fcis-5509	56	5	a	a	DET
fcis-5509	56	6	real	real	ADJ
fcis-5509	56	7	-	-	PUNCT
fcis-5509	56	8	time	time	NOUN
fcis-5509	56	9	and	and	CCONJ
fcis-5509	56	10	efficient	efficient	ADJ
fcis-5509	56	11	detection	detection	NOUN
fcis-5509	56	12	method	method	NOUN
fcis-5509	56	13	for	for	ADP
fcis-5509	56	14	chinese	chinese	ADJ
fcis-5509	56	15	text	text	NOUN
fcis-5509	56	16	location	location	NOUN
fcis-5509	56	17	in	in	ADP
fcis-5509	56	18	the	the	DET
fcis-5509	56	19	scene	scene	NOUN
fcis-5509	56	20	.	.	PUNCT
fcis-5509	57	1	2	2	X
fcis-5509	57	2	.	.	X
fcis-5509	57	3	organization	organization	NOUN
fcis-5509	57	4	of	of	ADP
fcis-5509	57	5	the	the	DET
fcis-5509	57	6	text	text	NOUN
fcis-5509	57	7	2.1	2.1	NUM
fcis-5509	57	8	.	.	PUNCT
fcis-5509	58	1	overall	overall	ADJ
fcis-5509	58	2	structure	structure	NOUN
fcis-5509	58	3	at	at	ADP
fcis-5509	58	4	present	present	ADJ
fcis-5509	58	5	,	,	PUNCT
fcis-5509	58	6	within	within	ADP
fcis-5509	58	7	the	the	DET
fcis-5509	58	8	range	range	NOUN
fcis-5509	58	9	of	of	ADP
fcis-5509	58	10	5~600	5~600	NUM
fcis-5509	58	11	fps	fps	PROPN
fcis-5509	58	12	,	,	PUNCT
fcis-5509	58	13	the	the	DET
fcis-5509	58	14	speed	speed	NOUN
fcis-5509	58	15	and	and	CCONJ
fcis-5509	58	16	accuracy	accuracy	NOUN
fcis-5509	58	17	of	of	ADP
fcis-5509	58	18	yolov7	yolov7	NOUN
fcis-5509	58	19	target	target	NOUN
fcis-5509	58	20	detection	detection	NOUN
fcis-5509	58	21	model	model	NOUN
fcis-5509	58	22	are	be	AUX
fcis-5509	58	23	very	very	ADV
fcis-5509	58	24	efficient	efficient	ADJ
fcis-5509	58	25	and	and	CCONJ
fcis-5509	58	26	accurate	accurate	ADJ
fcis-5509	58	27	.	.	PUNCT
fcis-5509	59	1	figure	figure	NOUN
fcis-5509	59	2	1	1	NUM
fcis-5509	59	3	shows	show	VERB
fcis-5509	59	4	the	the	DET
fcis-5509	59	5	model	model	NOUN
fcis-5509	59	6	structure	structure	NOUN
fcis-5509	59	7	of	of	ADP
fcis-5509	59	8	yolov7	yolov7	NOUN
fcis-5509	59	9	.	.	PUNCT
fcis-5509	60	1	the	the	DET
fcis-5509	60	2	model	model	NOUN
fcis-5509	60	3	consists	consist	VERB
fcis-5509	60	4	of	of	ADP
fcis-5509	60	5	three	three	NUM
fcis-5509	60	6	parts	part	NOUN
fcis-5509	60	7	,	,	PUNCT
fcis-5509	60	8	namely	namely	ADV
fcis-5509	60	9	input	input	ADJ
fcis-5509	60	10	part	part	NOUN
fcis-5509	60	11	,	,	PUNCT
fcis-5509	60	12	backbone	backbone	NOUN
fcis-5509	60	13	feature	feature	NOUN
fcis-5509	60	14	extraction	extraction	NOUN
fcis-5509	60	15	network	network	NOUN
fcis-5509	60	16	part	part	NOUN
fcis-5509	60	17	and	and	CCONJ
fcis-5509	60	18	head	head	VERB
fcis-5509	60	19	part	part	NOUN
fcis-5509	60	20	.	.	PUNCT
fcis-5509	61	1	the	the	DET
fcis-5509	61	2	input	input	NOUN
fcis-5509	61	3	part	part	NOUN
fcis-5509	61	4	uniformly	uniformly	ADV
fcis-5509	61	5	converts	convert	VERB
fcis-5509	61	6	the	the	DET
fcis-5509	61	7	size	size	NOUN
fcis-5509	61	8	of	of	ADP
fcis-5509	61	9	the	the	DET
fcis-5509	61	10	image	image	NOUN
fcis-5509	61	11	input	input	NOUN
fcis-5509	61	12	to	to	ADP
fcis-5509	61	13	the	the	DET
fcis-5509	61	14	model	model	NOUN
fcis-5509	61	15	to	to	ADP
fcis-5509	61	16	640×640×3	640×640×3	PROPN
fcis-5509	61	17	.	.	PUNCT
fcis-5509	62	1	for	for	ADP
fcis-5509	62	2	the	the	DET
fcis-5509	62	3	input	input	NOUN
fcis-5509	62	4	image	image	NOUN
fcis-5509	62	5	of	of	ADP
fcis-5509	62	6	the	the	DET
fcis-5509	62	7	input	input	NOUN
fcis-5509	62	8	part	part	NOUN
fcis-5509	62	9	,	,	PUNCT
fcis-5509	62	10	the	the	DET
fcis-5509	62	11	backbone	backbone	NOUN
fcis-5509	62	12	feature	feature	NOUN
fcis-5509	62	13	extraction	extraction	NOUN
fcis-5509	62	14	network	network	NOUN
fcis-5509	62	15	carries	carry	VERB
fcis-5509	62	16	out	out	ADP
fcis-5509	62	17	the	the	DET
fcis-5509	62	18	operation	operation	NOUN
fcis-5509	62	19	and	and	CCONJ
fcis-5509	62	20	transmission	transmission	NOUN
fcis-5509	62	21	between	between	ADP
fcis-5509	62	22	the	the	DET
fcis-5509	62	23	network	network	NOUN
fcis-5509	62	24	layers	layer	NOUN
fcis-5509	62	25	to	to	PART
fcis-5509	62	26	extract	extract	VERB
fcis-5509	62	27	the	the	DET
fcis-5509	62	28	effective	effective	ADJ
fcis-5509	62	29	feature	feature	NOUN
fcis-5509	62	30	extraction	extraction	NOUN
fcis-5509	62	31	of	of	ADP
fcis-5509	62	32	the	the	DET
fcis-5509	62	33	image	image	NOUN
fcis-5509	62	34	.	.	PUNCT
fcis-5509	63	1	the	the	DET
fcis-5509	63	2	detection	detection	NOUN
fcis-5509	63	3	head	head	VERB
fcis-5509	63	4	part	part	NOUN
fcis-5509	63	5	fuses	fuse	NOUN
fcis-5509	63	6	and	and	CCONJ
fcis-5509	63	7	extracts	extract	NOUN
fcis-5509	63	8	the	the	DET
fcis-5509	63	9	eigenvalues	eigenvalue	NOUN
fcis-5509	63	10	of	of	ADP
fcis-5509	63	11	the	the	DET
fcis-5509	63	12	specific	specific	ADJ
fcis-5509	63	13	layer	layer	NOUN
fcis-5509	63	14	output	output	NOUN
fcis-5509	63	15	,	,	PUNCT
fcis-5509	63	16	similar	similar	ADJ
fcis-5509	63	17	to	to	ADP
fcis-5509	63	18	the	the	DET
fcis-5509	63	19	fpn	fpn	PROPN
fcis-5509	63	20	structure	structure	NOUN
fcis-5509	63	21	,	,	PUNCT
fcis-5509	63	22	and	and	CCONJ
fcis-5509	63	23	finally	finally	ADV
fcis-5509	63	24	obtains	obtain	VERB
fcis-5509	63	25	the	the	DET
fcis-5509	63	26	result	result	NOUN
fcis-5509	63	27	prediction	prediction	NOUN
fcis-5509	63	28	through	through	ADP
fcis-5509	63	29	the	the	DET
fcis-5509	63	30	detect	detect	NOUN
fcis-5509	63	31	module	module	NOUN
fcis-5509	63	32	.	.	PUNCT
fcis-5509	64	1	yolo7	yolo7	PROPN
fcis-5509	64	2	backbone	backbone	NOUN
fcis-5509	64	3	feature	feature	NOUN
fcis-5509	64	4	extraction	extraction	NOUN
fcis-5509	64	5	network	network	NOUN
fcis-5509	64	6	introduces	introduce	VERB
fcis-5509	64	7	elan	elan	PROPN
fcis-5509	64	8	structure	structure	NOUN
fcis-5509	64	9	and	and	CCONJ
fcis-5509	64	10	mp	mp	PROPN
fcis-5509	64	11	structure	structure	NOUN
fcis-5509	64	12	on	on	ADP
fcis-5509	64	13	the	the	DET
fcis-5509	64	14	basis	basis	NOUN
fcis-5509	64	15	of	of	ADP
fcis-5509	64	16	yolov5	yolov5	NOUN
fcis-5509	64	17	.	.	PUNCT
fcis-5509	65	1	among	among	ADP
fcis-5509	65	2	them	they	PRON
fcis-5509	65	3	,	,	PUNCT
fcis-5509	65	4	elan	elan	PROPN
fcis-5509	65	5	structure	structure	NOUN
fcis-5509	65	6	is	be	AUX
fcis-5509	65	7	stacked	stack	VERB
fcis-5509	65	8	by	by	ADP
fcis-5509	65	9	different	different	ADJ
fcis-5509	65	10	convolution	convolution	NOUN
fcis-5509	65	11	blocks	block	NOUN
fcis-5509	65	12	,	,	PUNCT
fcis-5509	65	13	and	and	CCONJ
fcis-5509	65	14	does	do	AUX
fcis-5509	65	15	not	not	PART
fcis-5509	65	16	change	change	VERB
fcis-5509	65	17	the	the	DET
fcis-5509	65	18	width	width	NOUN
fcis-5509	65	19	and	and	CCONJ
fcis-5509	65	20	height	height	NOUN
fcis-5509	65	21	of	of	ADP
fcis-5509	65	22	input	input	NOUN
fcis-5509	65	23	feature	feature	NOUN
fcis-5509	65	24	layer	layer	NOUN
fcis-5509	65	25	.	.	PUNCT
fcis-5509	66	1	it	it	PRON
fcis-5509	66	2	strengthens	strengthen	VERB
fcis-5509	66	3	the	the	DET
fcis-5509	66	4	interaction	interaction	NOUN
fcis-5509	66	5	between	between	ADP
fcis-5509	66	6	each	each	DET
fcis-5509	66	7	feature	feature	NOUN
fcis-5509	66	8	layer	layer	NOUN
fcis-5509	66	9	through	through	ADP
fcis-5509	66	10	expansion	expansion	NOUN
fcis-5509	66	11	,	,	PUNCT
fcis-5509	66	12	random	random	ADJ
fcis-5509	66	13	combination	combination	NOUN
fcis-5509	66	14	and	and	CCONJ
fcis-5509	66	15	splicing	splicing	NOUN
fcis-5509	66	16	,	,	PUNCT
fcis-5509	66	17	and	and	CCONJ
fcis-5509	66	18	improves	improve	VERB
fcis-5509	66	19	the	the	DET
fcis-5509	66	20	learning	learning	NOUN
fcis-5509	66	21	ability	ability	NOUN
fcis-5509	66	22	of	of	ADP
fcis-5509	66	23	the	the	DET
fcis-5509	66	24	model	model	NOUN
fcis-5509	66	25	.	.	PUNCT
fcis-5509	67	1	the	the	DET
fcis-5509	67	2	mp	mp	PROPN
fcis-5509	67	3	structure	structure	NOUN
fcis-5509	67	4	is	be	AUX
fcis-5509	67	5	composed	compose	VERB
fcis-5509	67	6	of	of	ADP
fcis-5509	67	7	two	two	NUM
fcis-5509	67	8	paths	path	NOUN
fcis-5509	67	9	,	,	PUNCT
fcis-5509	67	10	namely	namely	ADV
fcis-5509	67	11	,	,	PUNCT
fcis-5509	67	12	a	a	DET
fcis-5509	67	13	3	3	NUM
fcis-5509	67	14	3	3	NUM
fcis-5509	67	15	convolution	convolution	NOUN
fcis-5509	67	16	block	block	NOUN
fcis-5509	67	17	path	path	NOUN
fcis-5509	67	18	and	and	CCONJ
fcis-5509	67	19	a	a	DET
fcis-5509	67	20	maxpool	maxpool	NOUN
fcis-5509	67	21	path.the	path.the	NOUN
fcis-5509	67	22	width	width	NOUN
fcis-5509	67	23	and	and	CCONJ
fcis-5509	67	24	height	height	NOUN
fcis-5509	67	25	of	of	ADP
fcis-5509	67	26	the	the	DET
fcis-5509	67	27	input	input	NOUN
fcis-5509	67	28	feature	feature	NOUN
fcis-5509	67	29	layer	layer	NOUN
fcis-5509	67	30	are	be	AUX
fcis-5509	67	31	compressed	compress	VERB
fcis-5509	67	32	to	to	PART
fcis-5509	67	33	enhance	enhance	VERB
fcis-5509	67	34	the	the	DET
fcis-5509	67	35	feature	feature	NOUN
fcis-5509	67	36	fusion	fusion	NOUN
fcis-5509	67	37	capability	capability	NOUN
fcis-5509	67	38	of	of	ADP
fcis-5509	67	39	the	the	DET
fcis-5509	67	40	network	network	NOUN
fcis-5509	67	41	.	.	PUNCT
fcis-5509	68	1	the	the	DET
fcis-5509	68	2	detection	detection	NOUN
fcis-5509	68	3	head	head	NOUN
fcis-5509	68	4	is	be	AUX
fcis-5509	68	5	composed	compose	VERB
fcis-5509	68	6	of	of	ADP
fcis-5509	68	7	sppcspc	sppcspc	NOUN
fcis-5509	68	8	module	module	NOUN
fcis-5509	68	9	,	,	PUNCT
fcis-5509	68	10	deeper	deep	ADJ
fcis-5509	68	11	elan	elan	NOUN
fcis-5509	68	12	structure	structure	NOUN
fcis-5509	68	13	and	and	CCONJ
fcis-5509	68	14	repconv	repconv	VERB
fcis-5509	68	15	module.among	module.among	NUM
fcis-5509	68	16	them	they	PRON
fcis-5509	68	17	,	,	PUNCT
fcis-5509	68	18	the	the	DET
fcis-5509	68	19	sppcspc	sppcspc	NOUN
fcis-5509	68	20	module	module	NOUN
fcis-5509	68	21	adds	add	VERB
fcis-5509	68	22	a	a	DET
fcis-5509	68	23	"	"	PUNCT
fcis-5509	68	24	residual	residual	ADJ
fcis-5509	68	25	edge	edge	NOUN
fcis-5509	68	26	"	"	PUNCT
fcis-5509	68	27	on	on	ADP
fcis-5509	68	28	the	the	DET
fcis-5509	68	29	basis	basis	NOUN
fcis-5509	68	30	of	of	ADP
fcis-5509	68	31	the	the	DET
fcis-5509	68	32	spp	spp	NOUN
fcis-5509	68	33	module	module	NOUN
fcis-5509	68	34	and	and	CCONJ
fcis-5509	68	35	uses	use	VERB
fcis-5509	68	36	the	the	DET
fcis-5509	68	37	idea	idea	NOUN
fcis-5509	68	38	of	of	ADP
fcis-5509	68	39	csplayer	csplayer	NOUN
fcis-5509	68	40	for	for	ADP
fcis-5509	68	41	reference	reference	NOUN
fcis-5509	68	42	,	,	PUNCT
fcis-5509	68	43	and	and	CCONJ
fcis-5509	68	44	stacks	stack	VERB
fcis-5509	68	45	it	it	PRON
fcis-5509	68	46	with	with	ADP
fcis-5509	68	47	the	the	DET
fcis-5509	68	48	feature	feature	NOUN
fcis-5509	68	49	layer	layer	NOUN
fcis-5509	68	50	output	output	NOUN
fcis-5509	68	51	after	after	ADP
fcis-5509	68	52	maxpool	maxpool	PROPN
fcis-5509	68	53	operation	operation	NOUN
fcis-5509	68	54	.	.	PUNCT
fcis-5509	69	1	repconv	repconv	PROPN
fcis-5509	69	2	module	module	PROPN
fcis-5509	69	3	[	[	X
fcis-5509	69	4	12	12	NUM
fcis-5509	69	5	]	]	PUNCT
fcis-5509	69	6	is	be	AUX
fcis-5509	69	7	a	a	DET
fcis-5509	69	8	re	re	ADJ
fcis-5509	69	9	-	-	ADJ
fcis-5509	69	10	parameterized	parameterized	ADJ
fcis-5509	69	11	convolution	convolution	NOUN
fcis-5509	69	12	architecture	architecture	NOUN
fcis-5509	69	13	.	.	PUNCT
fcis-5509	70	1	during	during	ADP
fcis-5509	70	2	model	model	NOUN
fcis-5509	70	3	training	training	NOUN
fcis-5509	70	4	,	,	PUNCT
fcis-5509	70	5	parallel	parallel	ADJ
fcis-5509	70	6	1	1	NUM
fcis-5509	70	7	1	1	NUM
fcis-5509	70	8	convolution	convolution	NOUN
fcis-5509	70	9	branches	branch	NOUN
fcis-5509	70	10	are	be	AUX
fcis-5509	70	11	added	add	VERB
fcis-5509	70	12	for	for	ADP
fcis-5509	70	13	3	3	NUM
fcis-5509	70	14	3	3	NUM
fcis-5509	70	15	convolution	convolution	NOUN
fcis-5509	70	16	layers	layer	NOUN
fcis-5509	70	17	.	.	PUNCT
fcis-5509	71	1	during	during	ADP
fcis-5509	71	2	model	model	NOUN
fcis-5509	71	3	deployment	deployment	NOUN
fcis-5509	71	4	,	,	PUNCT
fcis-5509	71	5	the	the	DET
fcis-5509	71	6	parameters	parameter	NOUN
fcis-5509	71	7	of	of	ADP
fcis-5509	71	8	the	the	DET
fcis-5509	71	9	branch	branch	NOUN
fcis-5509	71	10	are	be	AUX
fcis-5509	71	11	reparameterized	reparameterize	VERB
fcis-5509	71	12	to	to	ADP
fcis-5509	71	13	the	the	DET
fcis-5509	71	14	main	main	ADJ
fcis-5509	71	15	branch	branch	NOUN
fcis-5509	71	16	,	,	PUNCT
fcis-5509	71	17	and	and	CCONJ
fcis-5509	71	18	the	the	DET
fcis-5509	71	19	3	3	NUM
fcis-5509	71	20	3	3	NUM
fcis-5509	71	21	main	main	ADJ
fcis-5509	71	22	branch	branch	NOUN
fcis-5509	71	23	convolution	convolution	NOUN
fcis-5509	71	24	output	output	NOUN
fcis-5509	71	25	is	be	AUX
fcis-5509	71	26	taken	take	VERB
fcis-5509	71	27	.	.	PUNCT
fcis-5509	72	1	the	the	DET
fcis-5509	72	2	reasoning	reasoning	NOUN
fcis-5509	72	3	speed	speed	NOUN
fcis-5509	72	4	of	of	ADP
fcis-5509	72	5	the	the	DET
fcis-5509	72	6	model	model	NOUN
fcis-5509	72	7	is	be	AUX
fcis-5509	72	8	improved	improve	VERB
fcis-5509	72	9	by	by	ADP
fcis-5509	72	10	increasing	increase	VERB
fcis-5509	72	11	the	the	DET
fcis-5509	72	12	training	training	NOUN
fcis-5509	72	13	cost	cost	NOUN
fcis-5509	72	14	.	.	PUNCT
fcis-5509	73	1	2.2	2.2	NUM
fcis-5509	73	2	.	.	PUNCT
fcis-5509	73	3	elan	elan	PROPN
fcis-5509	73	4	and	and	CCONJ
fcis-5509	73	5	deepened	deepen	VERB
fcis-5509	73	6	elan	elan	PROPN
fcis-5509	73	7	elan	elan	PROPN
fcis-5509	73	8	module	module	NOUN
fcis-5509	73	9	is	be	AUX
fcis-5509	73	10	an	an	DET
fcis-5509	73	11	efficient	efficient	ADJ
fcis-5509	73	12	network	network	NOUN
fcis-5509	73	13	structure	structure	NOUN
fcis-5509	73	14	.	.	PUNCT
fcis-5509	74	1	by	by	ADP
fcis-5509	74	2	controlling	control	VERB
fcis-5509	74	3	the	the	DET
fcis-5509	74	4	shortest	short	ADJ
fcis-5509	74	5	and	and	CCONJ
fcis-5509	74	6	longest	long	ADJ
fcis-5509	74	7	gradient	gradient	ADJ
fcis-5509	74	8	path	path	NOUN
fcis-5509	74	9	,	,	PUNCT
fcis-5509	74	10	the	the	DET
fcis-5509	74	11	network	network	NOUN
fcis-5509	74	12	can	can	AUX
fcis-5509	74	13	learn	learn	VERB
fcis-5509	74	14	more	more	ADJ
fcis-5509	74	15	features	feature	NOUN
fcis-5509	74	16	and	and	CCONJ
fcis-5509	74	17	has	have	VERB
fcis-5509	74	18	stronger	strong	ADJ
fcis-5509	74	19	robustness	robustness	NOUN
fcis-5509	74	20	.	.	PUNCT
fcis-5509	75	1	as	as	SCONJ
fcis-5509	75	2	shown	show	VERB
fcis-5509	75	3	in	in	ADP
fcis-5509	75	4	figure	figure	NOUN
fcis-5509	75	5	2	2	NUM
fcis-5509	75	6	,	,	PUNCT
fcis-5509	75	7	elan	elan	PROPN
fcis-5509	75	8	has	have	VERB
fcis-5509	75	9	two	two	NUM
fcis-5509	75	10	branches	branch	NOUN
fcis-5509	75	11	.	.	PUNCT
fcis-5509	76	1	the	the	DET
fcis-5509	76	2	first	first	ADJ
fcis-5509	76	3	branch	branch	NOUN
fcis-5509	76	4	changes	change	VERB
fcis-5509	76	5	the	the	DET
fcis-5509	76	6	number	number	NOUN
fcis-5509	76	7	of	of	ADP
fcis-5509	76	8	channels	channel	NOUN
fcis-5509	76	9	through	through	ADP
fcis-5509	76	10	a	a	DET
fcis-5509	76	11	1	1	NUM
fcis-5509	76	12	1	1	NUM
fcis-5509	76	13	convolution	convolution	NOUN
fcis-5509	76	14	.	.	PUNCT
fcis-5509	77	1	the	the	DET
fcis-5509	77	2	second	second	ADJ
fcis-5509	77	3	branch	branch	NOUN
fcis-5509	77	4	is	be	AUX
fcis-5509	77	5	more	more	ADV
fcis-5509	77	6	complex	complex	ADJ
fcis-5509	77	7	.	.	PUNCT
fcis-5509	78	1	it	it	PRON
fcis-5509	78	2	first	first	ADV
fcis-5509	78	3	passes	pass	VERB
fcis-5509	78	4	through	through	ADP
fcis-5509	78	5	a	a	DET
fcis-5509	78	6	1x1	1x1	NUM
fcis-5509	78	7	convolution	convolution	NOUN
fcis-5509	78	8	module	module	NOUN
fcis-5509	78	9	to	to	PART
fcis-5509	78	10	change	change	VERB
fcis-5509	78	11	the	the	DET
fcis-5509	78	12	number	number	NOUN
fcis-5509	78	13	of	of	ADP
fcis-5509	78	14	channels	channel	NOUN
fcis-5509	78	15	.	.	PUNCT
fcis-5509	79	1	then	then	ADV
fcis-5509	79	2	,	,	PUNCT
fcis-5509	79	3	four	four	NUM
fcis-5509	79	4	3x3	3x3	NUM
fcis-5509	79	5	convolution	convolution	NOUN
fcis-5509	79	6	modules	module	NOUN
fcis-5509	79	7	are	be	AUX
fcis-5509	79	8	used	use	VERB
fcis-5509	79	9	for	for	ADP
fcis-5509	79	10	feature	feature	NOUN
fcis-5509	79	11	extraction	extraction	NOUN
fcis-5509	79	12	.	.	PUNCT
fcis-5509	80	1	finally	finally	ADV
fcis-5509	80	2	,	,	PUNCT
fcis-5509	80	3	four	four	NUM
fcis-5509	80	4	features	feature	NOUN
fcis-5509	80	5	are	be	AUX
fcis-5509	80	6	superimposed	superimpose	VERB
fcis-5509	80	7	to	to	PART
fcis-5509	80	8	get	get	VERB
fcis-5509	80	9	the	the	DET
fcis-5509	80	10	final	final	ADJ
fcis-5509	80	11	feature	feature	NOUN
fcis-5509	80	12	extraction	extraction	NOUN
fcis-5509	80	13	result	result	NOUN
fcis-5509	80	14	.	.	PUNCT
fcis-5509	81	1	640	640	NUM
fcis-5509	81	2	*	*	SYM
fcis-5509	81	3	640	640	NUM
fcis-5509	81	4	*	*	SYM
fcis-5509	81	5	3	3	NUM
fcis-5509	81	6	conv	conv	PROPN
fcis-5509	81	7	conv	conv	PROPN
fcis-5509	81	8	conv	conv	PROPN
fcis-5509	81	9	640	640	NUM
fcis-5509	81	10	*	*	NUM
fcis-5509	81	11	640	640	NUM
fcis-5509	81	12	*	*	NUM
fcis-5509	81	13	32	32	NUM
fcis-5509	81	14	320	320	NUM
fcis-5509	81	15	*	*	SYM
fcis-5509	81	16	320	320	NUM
fcis-5509	81	17	*	*	NUM
fcis-5509	81	18	64	64	NUM
fcis-5509	81	19	320	320	NUM
fcis-5509	81	20	*	*	NUM
fcis-5509	81	21	320	320	NUM
fcis-5509	81	22	*	*	NUM
fcis-5509	81	23	64	64	NUM
fcis-5509	81	24	160	160	NUM
fcis-5509	81	25	*	*	SYM
fcis-5509	81	26	160	160	NUM
fcis-5509	81	27	*	*	SYM
fcis-5509	81	28	256	256	NUM
fcis-5509	81	29	80	80	NUM
fcis-5509	81	30	*	*	NUM
fcis-5509	81	31	80	80	NUM
fcis-5509	81	32	*	*	SYM
fcis-5509	81	33	256	256	NUM
fcis-5509	81	34	elan	elan	NOUN
fcis-5509	81	35	80	80	NUM
fcis-5509	81	36	*	*	NUM
fcis-5509	81	37	80	80	NUM
fcis-5509	81	38	*	*	SYM
fcis-5509	81	39	512	512	NUM
fcis-5509	81	40	mp-1	mp-1	X
fcis-5509	81	41	elan	elan	PROPN
fcis-5509	81	42	mp-1	mp-1	X
fcis-5509	81	43	elan	elan	PROPN
fcis-5509	82	1	40	40	NUM
fcis-5509	83	1	*	*	SYM
fcis-5509	83	2	40	40	NUM
fcis-5509	83	3	*	*	SYM
fcis-5509	83	4	512	512	NUM
fcis-5509	83	5	40	40	NUM
fcis-5509	83	6	*	*	SYM
fcis-5509	83	7	40	40	NUM
fcis-5509	83	8	*	*	SYM
fcis-5509	83	9	1024	1024	NUM
fcis-5509	83	10	20	20	NUM
fcis-5509	83	11	*	*	SYM
fcis-5509	83	12	20	20	NUM
fcis-5509	83	13	*	*	SYM
fcis-5509	83	14	1024	1024	NUM
fcis-5509	83	15	20	20	NUM
fcis-5509	83	16	*	*	SYM
fcis-5509	83	17	20	20	NUM
fcis-5509	83	18	*	*	SYM
fcis-5509	83	19	1024	1024	NUM
fcis-5509	83	20	3	3	NUM
fcis-5509	83	21	0	0	NUM
fcis-5509	83	22	1	1	NUM
fcis-5509	83	23	2	2	NUM
fcis-5509	83	24	4	4	NUM
fcis-5509	83	25	-	-	SYM
fcis-5509	83	26	11	11	NUM
fcis-5509	83	27	12	12	NUM
fcis-5509	83	28	-	-	SYM
fcis-5509	83	29	16	16	NUM
fcis-5509	83	30	25	25	NUM
fcis-5509	83	31	-	-	SYM
fcis-5509	83	32	29	29	NUM
fcis-5509	83	33	30	30	NUM
fcis-5509	83	34	-	-	SYM
fcis-5509	83	35	37	37	NUM
fcis-5509	83	36	38	38	NUM
fcis-5509	83	37	-	-	SYM
fcis-5509	83	38	42	42	NUM
fcis-5509	83	39	43	43	NUM
fcis-5509	83	40	-	-	SYM
fcis-5509	83	41	50	50	NUM
fcis-5509	83	42	sppcspc	sppcspc	NOUN
fcis-5509	83	43	elan	elan	PROPN
fcis-5509	83	44	upsample	upsample	PROPN
fcis-5509	83	45	conv	conv	PROPN
fcis-5509	83	46	concat	concat	PROPN
fcis-5509	83	47	upsample	upsample	PROPN
fcis-5509	83	48	conv	conv	PROPN
fcis-5509	83	49	concat	concat	PROPN
fcis-5509	84	1	conv	conv	PROPN
fcis-5509	84	2	conv	conv	PROPN
fcis-5509	84	3	elan	elan	PROPN
fcis-5509	84	4	mp-2	mp-2	PROPN
fcis-5509	84	5	elan	elan	PROPN
fcis-5509	84	6	mp-2	mp-2	PROPN
fcis-5509	84	7	elan	elan	PROPN
fcis-5509	84	8	detect	detect	PROPN
fcis-5509	84	9	repconv	repconv	PROPN
fcis-5509	84	10	repconv	repconv	PROPN
fcis-5509	84	11	repconv	repconv	VERB
fcis-5509	84	12	51	51	NUM
fcis-5509	84	13	52	52	NUM
fcis-5509	84	14	53	53	NUM
fcis-5509	84	15	54	54	NUM
fcis-5509	84	16	55	55	NUM
fcis-5509	84	17	20	20	NUM
fcis-5509	84	18	*	*	SYM
fcis-5509	84	19	20	20	NUM
fcis-5509	84	20	*	*	SYM
fcis-5509	84	21	512	512	NUM
fcis-5509	84	22	20	20	NUM
fcis-5509	84	23	*	*	SYM
fcis-5509	84	24	20	20	NUM
fcis-5509	84	25	*	*	SYM
fcis-5509	84	26	256	256	NUM
fcis-5509	84	27	40	40	NUM
fcis-5509	84	28	*	*	SYM
fcis-5509	84	29	40	40	NUM
fcis-5509	84	30	*	*	NUM
fcis-5509	84	31	256	256	NUM
fcis-5509	84	32	40	40	NUM
fcis-5509	84	33	*	*	SYM
fcis-5509	84	34	40	40	NUM
fcis-5509	84	35	*	*	NUM
fcis-5509	84	36	256	256	NUM
fcis-5509	84	37	40	40	NUM
fcis-5509	84	38	*	*	SYM
fcis-5509	84	39	40	40	NUM
fcis-5509	84	40	*	*	SYM
fcis-5509	84	41	512	512	NUM
fcis-5509	84	42	40	40	NUM
fcis-5509	84	43	*	*	SYM
fcis-5509	84	44	40	40	NUM
fcis-5509	84	45	*	*	NUM
fcis-5509	84	46	256	256	NUM
fcis-5509	84	47	40	40	NUM
fcis-5509	84	48	*	*	SYM
fcis-5509	84	49	40	40	NUM
fcis-5509	84	50	*	*	SYM
fcis-5509	84	51	128	128	NUM
fcis-5509	84	52	80	80	NUM
fcis-5509	84	53	*	*	NUM
fcis-5509	84	54	80	80	NUM
fcis-5509	84	55	*	*	NUM
fcis-5509	84	56	128	128	NUM
fcis-5509	84	57	80	80	NUM
fcis-5509	84	58	*	*	NUM
fcis-5509	84	59	80	80	NUM
fcis-5509	84	60	*	*	NUM
fcis-5509	84	61	128	128	NUM
fcis-5509	84	62	80	80	NUM
fcis-5509	84	63	*	*	NUM
fcis-5509	84	64	80	80	NUM
fcis-5509	84	65	*	*	NUM
fcis-5509	84	66	256	256	NUM
fcis-5509	84	67	80	80	NUM
fcis-5509	84	68	*	*	NUM
fcis-5509	84	69	80	80	NUM
fcis-5509	84	70	*	*	NUM
fcis-5509	84	71	128	128	NUM
fcis-5509	84	72	40	40	NUM
fcis-5509	84	73	*	*	SYM
fcis-5509	84	74	40	40	NUM
fcis-5509	84	75	*	*	SYM
fcis-5509	84	76	512	512	NUM
fcis-5509	84	77	40	40	NUM
fcis-5509	84	78	*	*	SYM
fcis-5509	84	79	40	40	NUM
fcis-5509	84	80	*	*	NUM
fcis-5509	84	81	256	256	NUM
fcis-5509	84	82	20	20	NUM
fcis-5509	84	83	*	*	SYM
fcis-5509	84	84	20	20	NUM
fcis-5509	84	85	*	*	SYM
fcis-5509	84	86	1024	1024	NUM
fcis-5509	84	87	20	20	NUM
fcis-5509	84	88	*	*	SYM
fcis-5509	84	89	20	20	NUM
fcis-5509	84	90	*	*	SYM
fcis-5509	84	91	512	512	NUM
fcis-5509	84	92	20	20	NUM
fcis-5509	84	93	*	*	SYM
fcis-5509	84	94	20	20	NUM
fcis-5509	84	95	*	*	SYM
fcis-5509	84	96	1024	1024	NUM
fcis-5509	84	97	40	40	NUM
fcis-5509	84	98	*	*	SYM
fcis-5509	84	99	40	40	NUM
fcis-5509	84	100	*	*	SYM
fcis-5509	84	101	512	512	NUM
fcis-5509	84	102	80	80	NUM
fcis-5509	84	103	*	*	NUM
fcis-5509	84	104	80	80	NUM
fcis-5509	84	105	*	*	NUM
fcis-5509	84	106	256	256	NUM
fcis-5509	84	107	56	56	NUM
fcis-5509	84	108	-	-	SYM
fcis-5509	84	109	63	63	NUM
fcis-5509	84	110	64	64	NUM
fcis-5509	84	111	65	65	NUM
fcis-5509	84	112	66	66	NUM
fcis-5509	84	113	67	67	NUM
fcis-5509	84	114	68	68	NUM
fcis-5509	84	115	-	-	SYM
fcis-5509	84	116	75	75	NUM
fcis-5509	84	117	76	76	NUM
fcis-5509	84	118	-	-	SYM
fcis-5509	84	119	80	80	NUM
fcis-5509	84	120	81	81	NUM
fcis-5509	84	121	-	-	SYM
fcis-5509	84	122	88	88	NUM
fcis-5509	84	123	89	89	NUM
fcis-5509	84	124	-	-	SYM
fcis-5509	84	125	93	93	NUM
fcis-5509	84	126	94	94	NUM
fcis-5509	84	127	-	-	SYM
fcis-5509	84	128	101	101	NUM
fcis-5509	84	129	102	102	NUM
fcis-5509	84	130	103	103	NUM
fcis-5509	84	131	104	104	NUM
fcis-5509	84	132	105	105	NUM
fcis-5509	84	133	mp-1	mp-1	X
fcis-5509	84	134	elan	elan	PROPN
fcis-5509	84	135	160	160	NUM
fcis-5509	84	136	*	*	SYM
fcis-5509	84	137	160	160	NUM
fcis-5509	84	138	*	*	SYM
fcis-5509	84	139	128	128	NUM
fcis-5509	84	140	conv	conv	ADJ
fcis-5509	84	141	17	17	NUM
fcis-5509	84	142	-	-	SYM
fcis-5509	84	143	24	24	NUM
fcis-5509	84	144	backbone	backbone	NOUN
fcis-5509	84	145	head	head	NOUN
fcis-5509	84	146	figure	figure	NOUN
fcis-5509	84	147	1	1	NUM
fcis-5509	84	148	.	.	PUNCT
fcis-5509	85	1	yolov7	yolov7	NOUN
fcis-5509	85	2	network	network	NOUN
fcis-5509	85	3	structure	structure	NOUN
fcis-5509	85	4	diagram	diagram	VERB
fcis-5509	85	5	121	121	NUM
fcis-5509	85	6	160	160	NUM
fcis-5509	85	7	*	*	SYM
fcis-5509	85	8	160	160	NUM
fcis-5509	85	9	*	*	SYM
fcis-5509	85	10	128	128	NUM
fcis-5509	85	11	160	160	NUM
fcis-5509	85	12	*	*	SYM
fcis-5509	85	13	160	160	NUM
fcis-5509	85	14	*	*	SYM
fcis-5509	85	15	64	64	NUM
fcis-5509	85	16	conv	conv	ADJ
fcis-5509	85	17	1	1	NUM
fcis-5509	85	18	*	*	SYM
fcis-5509	85	19	14	14	NUM
fcis-5509	85	20	160	160	NUM
fcis-5509	85	21	*	*	SYM
fcis-5509	85	22	160	160	NUM
fcis-5509	85	23	*	*	SYM
fcis-5509	85	24	64	64	NUM
fcis-5509	85	25	conv	conv	ADJ
fcis-5509	85	26	1	1	NUM
fcis-5509	85	27	*	*	SYM
fcis-5509	85	28	15	15	NUM
fcis-5509	85	29	160	160	NUM
fcis-5509	85	30	*	*	SYM
fcis-5509	85	31	160	160	NUM
fcis-5509	85	32	*	*	SYM
fcis-5509	85	33	64	64	NUM
fcis-5509	85	34	conv	conv	ADJ
fcis-5509	85	35	1	1	NUM
fcis-5509	85	36	*	*	SYM
fcis-5509	85	37	16	16	NUM
fcis-5509	85	38	160	160	NUM
fcis-5509	85	39	*	*	SYM
fcis-5509	85	40	160	160	NUM
fcis-5509	85	41	*	*	SYM
fcis-5509	85	42	64	64	NUM
fcis-5509	85	43	conv	conv	ADJ
fcis-5509	85	44	1	1	NUM
fcis-5509	85	45	*	*	NUM
fcis-5509	85	46	17	17	NUM
fcis-5509	85	47	160	160	NUM
fcis-5509	85	48	*	*	SYM
fcis-5509	85	49	160	160	NUM
fcis-5509	85	50	*	*	SYM
fcis-5509	85	51	64	64	NUM
fcis-5509	85	52	conv	conv	ADJ
fcis-5509	85	53	1	1	NUM
fcis-5509	85	54	*	*	SYM
fcis-5509	85	55	18	18	NUM
fcis-5509	85	56	160	160	NUM
fcis-5509	85	57	*	*	SYM
fcis-5509	85	58	160	160	NUM
fcis-5509	85	59	*	*	SYM
fcis-5509	85	60	64	64	NUM
fcis-5509	85	61	conv	conv	ADJ
fcis-5509	85	62	1	1	NUM
fcis-5509	85	63	*	*	SYM
fcis-5509	85	64	19	19	NUM
fcis-5509	85	65	concat	concat	NOUN
fcis-5509	85	66	conv	conv	ADJ
fcis-5509	85	67	1	1	NUM
fcis-5509	85	68	*	*	SYM
fcis-5509	85	69	1	1	NUM
fcis-5509	85	70	160	160	NUM
fcis-5509	85	71	*	*	SYM
fcis-5509	85	72	160	160	NUM
fcis-5509	85	73	*	*	SYM
fcis-5509	85	74	256	256	NUM
fcis-5509	85	75	10	10	NUM
fcis-5509	85	76	11	11	NUM
fcis-5509	85	77	160	160	NUM
fcis-5509	85	78	*	*	SYM
fcis-5509	85	79	160	160	NUM
fcis-5509	85	80	*	*	SYM
fcis-5509	85	81	256	256	NUM
fcis-5509	85	82	40	40	NUM
fcis-5509	85	83	*	*	NUM
fcis-5509	85	84	40	40	NUM
fcis-5509	85	85	*	*	SYM
fcis-5509	85	86	512	512	NUM
fcis-5509	85	87	160	160	NUM
fcis-5509	85	88	*	*	SYM
fcis-5509	85	89	160	160	NUM
fcis-5509	85	90	*	*	SYM
fcis-5509	85	91	64	64	NUM
fcis-5509	85	92	conv	conv	ADJ
fcis-5509	85	93	1	1	NUM
fcis-5509	85	94	*	*	SYM
fcis-5509	85	95	156	156	NUM
fcis-5509	85	96	160	160	NUM
fcis-5509	85	97	*	*	SYM
fcis-5509	85	98	160	160	NUM
fcis-5509	85	99	*	*	SYM
fcis-5509	85	100	64	64	NUM
fcis-5509	85	101	conv	conv	ADJ
fcis-5509	85	102	1	1	NUM
fcis-5509	85	103	*	*	SYM
fcis-5509	85	104	157	157	NUM
fcis-5509	85	105	160	160	NUM
fcis-5509	85	106	*	*	SYM
fcis-5509	85	107	160	160	NUM
fcis-5509	85	108	*	*	SYM
fcis-5509	85	109	64	64	NUM
fcis-5509	85	110	conv	conv	ADJ
fcis-5509	85	111	1	1	NUM
fcis-5509	85	112	*	*	SYM
fcis-5509	85	113	158	158	NUM
fcis-5509	85	114	160	160	NUM
fcis-5509	85	115	*	*	SYM
fcis-5509	85	116	160	160	NUM
fcis-5509	85	117	*	*	SYM
fcis-5509	85	118	64	64	NUM
fcis-5509	85	119	conv	conv	ADJ
fcis-5509	85	120	1	1	NUM
fcis-5509	85	121	*	*	NUM
fcis-5509	85	122	159	159	NUM
fcis-5509	85	123	160	160	NUM
fcis-5509	85	124	*	*	SYM
fcis-5509	85	125	160	160	NUM
fcis-5509	85	126	*	*	SYM
fcis-5509	85	127	64	64	NUM
fcis-5509	85	128	conv	conv	ADJ
fcis-5509	85	129	1	1	NUM
fcis-5509	85	130	*	*	SYM
fcis-5509	85	131	160	160	NUM
fcis-5509	85	132	160	160	NUM
fcis-5509	85	133	*	*	SYM
fcis-5509	85	134	160	160	NUM
fcis-5509	85	135	*	*	SYM
fcis-5509	85	136	64	64	NUM
fcis-5509	85	137	conv	conv	ADJ
fcis-5509	85	138	1	1	NUM
fcis-5509	85	139	*	*	SYM
fcis-5509	85	140	161	161	NUM
fcis-5509	85	141	concat	concat	NOUN
fcis-5509	85	142	conv	conv	ADJ
fcis-5509	85	143	1	1	NUM
fcis-5509	85	144	*	*	SYM
fcis-5509	85	145	1	1	NUM
fcis-5509	85	146	62	62	NUM
fcis-5509	85	147	160	160	NUM
fcis-5509	85	148	*	*	SYM
fcis-5509	85	149	160	160	NUM
fcis-5509	85	150	*	*	SYM
fcis-5509	85	151	256	256	NUM
fcis-5509	85	152	160	160	NUM
fcis-5509	85	153	*	*	SYM
fcis-5509	85	154	160	160	NUM
fcis-5509	85	155	*	*	SYM
fcis-5509	85	156	256	256	NUM
fcis-5509	85	157	63	63	NUM
fcis-5509	85	158	a	a	DET
fcis-5509	85	159	elan	elan	PROPN
fcis-5509	85	160	b	b	PROPN
fcis-5509	85	161	deeper	deep	ADJ
fcis-5509	85	162	elan	elan	PROPN
fcis-5509	85	163	figure	figure	NOUN
fcis-5509	85	164	2	2	NUM
fcis-5509	85	165	.	.	PUNCT
fcis-5509	85	166	elan	elan	PROPN
fcis-5509	85	167	and	and	CCONJ
fcis-5509	85	168	elan	elan	PROPN
fcis-5509	85	169	‘	'	PUNCT
fcis-5509	85	170	the	the	DET
fcis-5509	85	171	deepened	deepened	ADJ
fcis-5509	85	172	elan	elan	PROPN
fcis-5509	85	173	,	,	PUNCT
fcis-5509	85	174	we	we	PRON
fcis-5509	85	175	can	can	AUX
fcis-5509	85	176	call	call	VERB
fcis-5509	85	177	elan	elan	PROPN
fcis-5509	85	178	'	'	PUNCT
fcis-5509	85	179	.	.	PUNCT
fcis-5509	86	1	for	for	ADP
fcis-5509	86	2	elan	elan	PROPN
fcis-5509	86	3	'	'	PUNCT
fcis-5509	86	4	,	,	PUNCT
fcis-5509	86	5	it	it	PRON
fcis-5509	86	6	is	be	AUX
fcis-5509	86	7	very	very	ADV
fcis-5509	86	8	similar	similar	ADJ
fcis-5509	86	9	to	to	ADP
fcis-5509	86	10	the	the	DET
fcis-5509	86	11	elan	elan	PROPN
fcis-5509	86	12	module	module	NOUN
fcis-5509	86	13	.	.	PUNCT
fcis-5509	87	1	the	the	DET
fcis-5509	87	2	slight	slight	ADJ
fcis-5509	87	3	difference	difference	NOUN
fcis-5509	87	4	is	be	AUX
fcis-5509	87	5	that	that	SCONJ
fcis-5509	87	6	the	the	DET
fcis-5509	87	7	number	number	NOUN
fcis-5509	87	8	of	of	ADP
fcis-5509	87	9	outputs	output	NOUN
fcis-5509	87	10	it	it	PRON
fcis-5509	87	11	selects	select	VERB
fcis-5509	87	12	in	in	ADP
fcis-5509	87	13	the	the	DET
fcis-5509	87	14	second	second	ADJ
fcis-5509	87	15	branch	branch	NOUN
fcis-5509	87	16	is	be	AUX
fcis-5509	87	17	different	different	ADJ
fcis-5509	87	18	.	.	PUNCT
fcis-5509	88	1	elan	elan	NOUN
fcis-5509	88	2	module	module	NOUN
fcis-5509	88	3	selects	select	VERB
fcis-5509	88	4	three	three	NUM
fcis-5509	88	5	outputs	output	NOUN
fcis-5509	88	6	for	for	ADP
fcis-5509	88	7	final	final	ADJ
fcis-5509	88	8	addition	addition	NOUN
fcis-5509	88	9	.	.	PUNCT
fcis-5509	89	1	the	the	DET
fcis-5509	89	2	elan'module	elan'module	NOUN
fcis-5509	89	3	selects	select	VERB
fcis-5509	89	4	five	five	NUM
fcis-5509	89	5	outputs	output	NOUN
fcis-5509	89	6	to	to	PART
fcis-5509	89	7	add	add	VERB
fcis-5509	89	8	.	.	PUNCT
fcis-5509	90	1	2.3	2.3	NUM
fcis-5509	90	2	.	.	PUNCT
fcis-5509	90	3	sppcspc	sppcspc	VERB
fcis-5509	90	4	the	the	DET
fcis-5509	90	5	sppcspc	sppcspc	NOUN
fcis-5509	90	6	structure	structure	NOUN
fcis-5509	90	7	is	be	AUX
fcis-5509	90	8	shown	show	VERB
fcis-5509	90	9	in	in	ADP
fcis-5509	90	10	figure	figure	NOUN
fcis-5509	90	11	3	3	NUM
fcis-5509	90	12	.	.	PUNCT
fcis-5509	91	1	first	first	ADV
fcis-5509	91	2	,	,	PUNCT
fcis-5509	91	3	the	the	DET
fcis-5509	91	4	feature	feature	NOUN
fcis-5509	91	5	is	be	AUX
fcis-5509	91	6	divided	divide	VERB
fcis-5509	91	7	into	into	ADP
fcis-5509	91	8	two	two	NUM
fcis-5509	91	9	different	different	ADJ
fcis-5509	91	10	branches	branch	NOUN
fcis-5509	91	11	.	.	PUNCT
fcis-5509	92	1	the	the	DET
fcis-5509	92	2	left	left	ADJ
fcis-5509	92	3	part	part	NOUN
fcis-5509	92	4	is	be	AUX
fcis-5509	92	5	processed	process	VERB
fcis-5509	92	6	like	like	ADP
fcis-5509	92	7	the	the	DET
fcis-5509	92	8	spp	spp	NOUN
fcis-5509	92	9	structure	structure	NOUN
fcis-5509	92	10	,	,	PUNCT
fcis-5509	92	11	and	and	CCONJ
fcis-5509	92	12	the	the	DET
fcis-5509	92	13	right	right	ADJ
fcis-5509	92	14	part	part	NOUN
fcis-5509	92	15	is	be	AUX
fcis-5509	92	16	processed	process	VERB
fcis-5509	92	17	through	through	ADP
fcis-5509	92	18	convolution	convolution	NOUN
fcis-5509	92	19	.	.	PUNCT
fcis-5509	93	1	finally	finally	ADV
fcis-5509	93	2	,	,	PUNCT
fcis-5509	93	3	the	the	DET
fcis-5509	93	4	two	two	NUM
fcis-5509	93	5	parts	part	NOUN
fcis-5509	93	6	are	be	AUX
fcis-5509	93	7	combined	combine	VERB
fcis-5509	93	8	.	.	PUNCT
fcis-5509	94	1	in	in	ADP
fcis-5509	94	2	this	this	DET
fcis-5509	94	3	way	way	NOUN
fcis-5509	94	4	,	,	PUNCT
fcis-5509	94	5	the	the	DET
fcis-5509	94	6	calculation	calculation	NOUN
fcis-5509	94	7	amount	amount	NOUN
fcis-5509	94	8	can	can	AUX
fcis-5509	94	9	be	be	AUX
fcis-5509	94	10	reduced	reduce	VERB
fcis-5509	94	11	by	by	ADP
fcis-5509	94	12	half	half	NOUN
fcis-5509	94	13	,	,	PUNCT
fcis-5509	94	14	making	make	VERB
fcis-5509	94	15	the	the	DET
fcis-5509	94	16	speed	speed	NOUN
fcis-5509	94	17	faster	fast	ADV
fcis-5509	94	18	and	and	CCONJ
fcis-5509	94	19	the	the	DET
fcis-5509	94	20	accuracy	accuracy	NOUN
fcis-5509	94	21	improved	improve	VERB
fcis-5509	94	22	.	.	PUNCT
fcis-5509	95	1	the	the	DET
fcis-5509	95	2	left	left	ADJ
fcis-5509	95	3	part	part	NOUN
fcis-5509	95	4	can	can	AUX
fcis-5509	95	5	increase	increase	VERB
fcis-5509	95	6	the	the	DET
fcis-5509	95	7	receptive	receptive	ADJ
fcis-5509	95	8	field	field	NOUN
fcis-5509	95	9	to	to	PART
fcis-5509	95	10	make	make	VERB
fcis-5509	95	11	the	the	DET
fcis-5509	95	12	algorithm	algorithm	NOUN
fcis-5509	95	13	adapt	adapt	VERB
fcis-5509	95	14	to	to	ADP
fcis-5509	95	15	different	different	ADJ
fcis-5509	95	16	resolution	resolution	NOUN
fcis-5509	95	17	images	image	NOUN
fcis-5509	95	18	.	.	PUNCT
fcis-5509	96	1	it	it	PRON
fcis-5509	96	2	obtains	obtain	VERB
fcis-5509	96	3	different	different	ADJ
fcis-5509	96	4	receptive	receptive	ADJ
fcis-5509	96	5	fields	field	NOUN
fcis-5509	96	6	through	through	ADP
fcis-5509	96	7	a	a	DET
fcis-5509	96	8	convolution	convolution	NOUN
fcis-5509	96	9	layer	layer	NOUN
fcis-5509	96	10	.	.	PUNCT
fcis-5509	97	1	it	it	PRON
fcis-5509	97	2	can	can	AUX
fcis-5509	97	3	be	be	AUX
fcis-5509	97	4	seen	see	VERB
fcis-5509	97	5	from	from	ADP
fcis-5509	97	6	the	the	DET
fcis-5509	97	7	figure	figure	NOUN
fcis-5509	97	8	that	that	SCONJ
fcis-5509	97	9	in	in	ADP
fcis-5509	97	10	the	the	DET
fcis-5509	97	11	left	left	ADJ
fcis-5509	97	12	branch	branch	NOUN
fcis-5509	97	13	,	,	PUNCT
fcis-5509	97	14	the	the	DET
fcis-5509	97	15	eigenvalues	eigenvalue	NOUN
fcis-5509	97	16	pass	pass	VERB
fcis-5509	97	17	through	through	ADP
fcis-5509	97	18	four	four	NUM
fcis-5509	97	19	branches	branch	NOUN
fcis-5509	97	20	with	with	ADP
fcis-5509	97	21	convolution	convolution	NOUN
fcis-5509	97	22	layer	layer	NOUN
fcis-5509	97	23	in	in	ADP
fcis-5509	97	24	parallel	parallel	NOUN
fcis-5509	97	25	.	.	PUNCT
fcis-5509	98	1	they	they	PRON
fcis-5509	98	2	are	be	AUX
fcis-5509	98	3	m	m	VERB
fcis-5509	98	4	[	[	X
fcis-5509	98	5	0	0	NUM
fcis-5509	98	6	]	]	PUNCT
fcis-5509	98	7	,	,	PUNCT
fcis-5509	98	8	m	m	VERB
fcis-5509	98	9	[	[	X
fcis-5509	98	10	1	1	NUM
fcis-5509	98	11	]	]	PUNCT
fcis-5509	98	12	,	,	PUNCT
fcis-5509	98	13	m	m	VERB
fcis-5509	98	14	[	[	X
fcis-5509	98	15	2	2	NUM
fcis-5509	98	16	]	]	PUNCT
fcis-5509	98	17	and	and	CCONJ
fcis-5509	98	18	the	the	DET
fcis-5509	98	19	original	original	ADJ
fcis-5509	98	20	eigenvalue	eigenvalue	NOUN
fcis-5509	98	21	without	without	ADP
fcis-5509	98	22	processing	processing	NOUN
fcis-5509	98	23	.	.	PUNCT
fcis-5509	99	1	these	these	DET
fcis-5509	99	2	four	four	NUM
fcis-5509	99	3	different	different	ADJ
fcis-5509	99	4	branches	branch	NOUN
fcis-5509	99	5	represent	represent	VERB
fcis-5509	99	6	that	that	SCONJ
fcis-5509	99	7	they	they	PRON
fcis-5509	99	8	can	can	AUX
fcis-5509	99	9	process	process	VERB
fcis-5509	99	10	different	different	ADJ
fcis-5509	99	11	objects	object	NOUN
fcis-5509	99	12	.	.	PUNCT
fcis-5509	100	1	2.4	2.4	NUM
fcis-5509	100	2	.	.	PUNCT
fcis-5509	100	3	mp	mp	NOUN
fcis-5509	100	4	module	module	NOUN
fcis-5509	100	5	the	the	DET
fcis-5509	100	6	mp	mp	NOUN
fcis-5509	100	7	module	module	NOUN
fcis-5509	100	8	can	can	AUX
fcis-5509	100	9	be	be	AUX
fcis-5509	100	10	divided	divide	VERB
fcis-5509	100	11	into	into	ADP
fcis-5509	100	12	two	two	NUM
fcis-5509	100	13	structures	structure	NOUN
fcis-5509	100	14	according	accord	VERB
fcis-5509	100	15	to	to	ADP
fcis-5509	100	16	the	the	DET
fcis-5509	100	17	connected	connected	ADJ
fcis-5509	100	18	input	input	NOUN
fcis-5509	100	19	.	.	PUNCT
fcis-5509	101	1	mp1	mp1	NOUN
fcis-5509	101	2	is	be	AUX
fcis-5509	101	3	shown	show	VERB
fcis-5509	101	4	in	in	ADP
fcis-5509	101	5	figure	figure	NOUN
fcis-5509	101	6	4a	4a	NOUN
fcis-5509	101	7	and	and	CCONJ
fcis-5509	101	8	mp2	mp2	PROPN
fcis-5509	101	9	is	be	AUX
fcis-5509	101	10	shown	show	VERB
fcis-5509	101	11	in	in	ADP
fcis-5509	101	12	figure	figure	NOUN
fcis-5509	101	13	4b	4b	PROPN
fcis-5509	101	14	.	.	PUNCT
fcis-5509	102	1	mp	mp	PROPN
fcis-5509	102	2	module	module	NOUN
fcis-5509	102	3	is	be	AUX
fcis-5509	102	4	divided	divide	VERB
fcis-5509	102	5	into	into	ADP
fcis-5509	102	6	two	two	NUM
fcis-5509	102	7	branches	branch	NOUN
fcis-5509	102	8	,	,	PUNCT
fcis-5509	102	9	one	one	NUM
fcis-5509	102	10	of	of	ADP
fcis-5509	102	11	which	which	PRON
fcis-5509	102	12	is	be	AUX
fcis-5509	102	13	composed	compose	VERB
fcis-5509	102	14	of	of	ADP
fcis-5509	102	15	maxpool	maxpool	NOUN
fcis-5509	102	16	and	and	CCONJ
fcis-5509	102	17	convolution	convolution	NOUN
fcis-5509	102	18	layer	layer	NOUN
fcis-5509	102	19	,	,	PUNCT
fcis-5509	102	20	and	and	CCONJ
fcis-5509	102	21	the	the	DET
fcis-5509	102	22	other	other	ADJ
fcis-5509	102	23	is	be	AUX
fcis-5509	102	24	composed	compose	VERB
fcis-5509	102	25	of	of	ADP
fcis-5509	102	26	two	two	NUM
fcis-5509	102	27	convolution	convolution	NOUN
fcis-5509	102	28	layers	layer	NOUN
fcis-5509	102	29	.	.	PUNCT
fcis-5509	103	1	finally	finally	ADV
fcis-5509	103	2	,	,	PUNCT
fcis-5509	103	3	the	the	DET
fcis-5509	103	4	output	output	NOUN
fcis-5509	103	5	results	result	NOUN
fcis-5509	103	6	of	of	ADP
fcis-5509	103	7	the	the	DET
fcis-5509	103	8	two	two	NUM
fcis-5509	103	9	branches	branch	NOUN
fcis-5509	103	10	are	be	AUX
fcis-5509	103	11	spliced	splice	VERB
fcis-5509	103	12	.	.	PUNCT
fcis-5509	104	1	the	the	DET
fcis-5509	104	2	main	main	ADJ
fcis-5509	104	3	difference	difference	NOUN
fcis-5509	104	4	between	between	ADP
fcis-5509	104	5	mp1	mp1	NOUN
fcis-5509	104	6	and	and	CCONJ
fcis-5509	104	7	mp2	mp2	PROPN
fcis-5509	104	8	is	be	AUX
fcis-5509	104	9	that	that	SCONJ
fcis-5509	104	10	the	the	DET
fcis-5509	104	11	input	input	NOUN
fcis-5509	104	12	of	of	ADP
fcis-5509	104	13	concat	concat	NOUN
fcis-5509	104	14	in	in	ADP
fcis-5509	104	15	mp1	mp1	PROPN
fcis-5509	104	16	consists	consist	VERB
fcis-5509	104	17	of	of	ADP
fcis-5509	104	18	two	two	NUM
fcis-5509	104	19	parts	part	NOUN
fcis-5509	104	20	,	,	PUNCT
fcis-5509	104	21	with	with	ADP
fcis-5509	104	22	two	two	NUM
fcis-5509	104	23	branches	branch	NOUN
fcis-5509	104	24	respectively	respectively	ADV
fcis-5509	104	25	.	.	PUNCT
fcis-5509	105	1	the	the	DET
fcis-5509	105	2	input	input	NOUN
fcis-5509	105	3	of	of	ADP
fcis-5509	105	4	concat	concat	NOUN
fcis-5509	105	5	in	in	ADP
fcis-5509	105	6	mp2	mp2	PROPN
fcis-5509	105	7	consists	consist	VERB
fcis-5509	105	8	of	of	ADP
fcis-5509	105	9	three	three	NUM
fcis-5509	105	10	parts	part	NOUN
fcis-5509	105	11	,	,	PUNCT
fcis-5509	105	12	two	two	NUM
fcis-5509	105	13	of	of	ADP
fcis-5509	105	14	which	which	PRON
fcis-5509	105	15	come	come	VERB
fcis-5509	105	16	from	from	ADP
fcis-5509	105	17	two	two	NUM
fcis-5509	105	18	branches	branch	NOUN
fcis-5509	105	19	and	and	CCONJ
fcis-5509	105	20	the	the	DET
fcis-5509	105	21	other	other	ADJ
fcis-5509	105	22	from	from	ADP
fcis-5509	105	23	the	the	DET
fcis-5509	105	24	backbone	backbone	NOUN
fcis-5509	105	25	network	network	NOUN
fcis-5509	105	26	.	.	PUNCT
fcis-5509	106	1	conv1	conv1	PROPN
fcis-5509	106	2	*	*	PROPN
fcis-5509	106	3	1	1	NUM
fcis-5509	106	4	20	20	NUM
fcis-5509	106	5	*	*	SYM
fcis-5509	106	6	20	20	NUM
fcis-5509	106	7	*	*	SYM
fcis-5509	106	8	1024	1024	NUM
fcis-5509	106	9	20	20	NUM
fcis-5509	106	10	*	*	SYM
fcis-5509	106	11	20	20	NUM
fcis-5509	106	12	*	*	SYM
fcis-5509	106	13	512	512	NUM
fcis-5509	106	14	conv1	conv1	NOUN
fcis-5509	106	15	*	*	SYM
fcis-5509	106	16	1	1	NUM
fcis-5509	106	17	conv1	conv1	NOUN
fcis-5509	106	18	*	*	SYM
fcis-5509	106	19	1	1	NUM
fcis-5509	106	20	conv1	conv1	NOUN
fcis-5509	106	21	*	*	SYM
fcis-5509	106	22	1	1	NUM
fcis-5509	106	23	conv1	conv1	NOUN
fcis-5509	106	24	*	*	SYM
fcis-5509	106	25	1	1	NUM
fcis-5509	106	26	conv1	conv1	NOUN
fcis-5509	106	27	*	*	SYM
fcis-5509	106	28	1	1	NUM
fcis-5509	106	29	concat	concat	NOUN
fcis-5509	106	30	conv1	conv1	NOUN
fcis-5509	106	31	*	*	SYM
fcis-5509	106	32	1	1	NUM
fcis-5509	106	33	conv1	conv1	NOUN
fcis-5509	106	34	*	*	SYM
fcis-5509	106	35	1	1	NUM
fcis-5509	106	36	conv1	conv1	NOUN
fcis-5509	106	37	*	*	SYM
fcis-5509	106	38	1	1	NUM
fcis-5509	106	39	concat	concat	NOUN
fcis-5509	106	40	conv1	conv1	NOUN
fcis-5509	106	41	*	*	PROPN
fcis-5509	106	42	1	1	NUM
fcis-5509	106	43	20	20	NUM
fcis-5509	106	44	*	*	SYM
fcis-5509	106	45	20	20	NUM
fcis-5509	106	46	*	*	SYM
fcis-5509	106	47	512	512	NUM
fcis-5509	106	48	20	20	NUM
fcis-5509	106	49	*	*	SYM
fcis-5509	106	50	20	20	NUM
fcis-5509	106	51	*	*	SYM
fcis-5509	106	52	512	512	NUM
fcis-5509	106	53	20	20	NUM
fcis-5509	106	54	*	*	SYM
fcis-5509	106	55	20	20	NUM
fcis-5509	106	56	*	*	SYM
fcis-5509	106	57	51220	51220	NUM
fcis-5509	106	58	*	*	SYM
fcis-5509	106	59	20	20	NUM
fcis-5509	106	60	*	*	SYM
fcis-5509	106	61	512	512	NUM
fcis-5509	106	62	20	20	NUM
fcis-5509	106	63	*	*	SYM
fcis-5509	106	64	20	20	NUM
fcis-5509	106	65	*	*	SYM
fcis-5509	106	66	512	512	NUM
fcis-5509	106	67	20	20	NUM
fcis-5509	106	68	*	*	SYM
fcis-5509	106	69	20	20	NUM
fcis-5509	106	70	*	*	SYM
fcis-5509	106	71	2048	2048	NUM
fcis-5509	106	72	20	20	NUM
fcis-5509	106	73	*	*	SYM
fcis-5509	106	74	20	20	NUM
fcis-5509	106	75	*	*	SYM
fcis-5509	106	76	512	512	NUM
fcis-5509	106	77	20	20	NUM
fcis-5509	106	78	*	*	SYM
fcis-5509	106	79	20	20	NUM
fcis-5509	106	80	*	*	SYM
fcis-5509	106	81	512	512	NUM
fcis-5509	106	82	20	20	NUM
fcis-5509	106	83	*	*	SYM
fcis-5509	106	84	20	20	NUM
fcis-5509	106	85	*	*	SYM
fcis-5509	106	86	512	512	NUM
fcis-5509	106	87	20	20	NUM
fcis-5509	106	88	*	*	SYM
fcis-5509	106	89	20	20	NUM
fcis-5509	106	90	*	*	SYM
fcis-5509	106	91	512	512	NUM
fcis-5509	106	92	20	20	NUM
fcis-5509	106	93	*	*	SYM
fcis-5509	106	94	20	20	NUM
fcis-5509	106	95	*	*	SYM
fcis-5509	106	96	1024	1024	NUM
fcis-5509	106	97	20	20	NUM
fcis-5509	106	98	*	*	SYM
fcis-5509	106	99	20	20	NUM
fcis-5509	106	100	*	*	SYM
fcis-5509	106	101	512	512	NUM
fcis-5509	106	102	cv1	cv1	PROPN
fcis-5509	106	103	cv3	cv3	PROPN
fcis-5509	106	104	cv4	cv4	PROPN
fcis-5509	106	105	m[0	m[0	PROPN
fcis-5509	106	106	]	]	X
fcis-5509	106	107	m[1	m[1	PROPN
fcis-5509	106	108	]	]	X
fcis-5509	106	109	m[2	m[2	NOUN
fcis-5509	106	110	]	]	X
fcis-5509	106	111	cv5	cv5	NOUN
fcis-5509	106	112	cv6	cv6	VERB
fcis-5509	106	113	cv2	cv2	PROPN
fcis-5509	106	114	cv7	cv7	PROPN
fcis-5509	106	115	figure	figure	VERB
fcis-5509	106	116	3	3	NUM
fcis-5509	106	117	.	.	PUNCT
fcis-5509	106	118	sppcspc	sppcspc	PROPN
fcis-5509	106	119	122	122	NUM
fcis-5509	106	120	160	160	NUM
fcis-5509	106	121	*	*	SYM
fcis-5509	106	122	160	160	NUM
fcis-5509	106	123	*	*	SYM
fcis-5509	106	124	256	256	NUM
fcis-5509	106	125	mp	mp	NOUN
fcis-5509	106	126	2	2	NUM
fcis-5509	106	127	*	*	SYM
fcis-5509	106	128	2	2	NUM
fcis-5509	106	129	conv	conv	ADJ
fcis-5509	106	130	1	1	NUM
fcis-5509	106	131	*	*	SYM
fcis-5509	106	132	1	1	NUM
fcis-5509	106	133	conv	conv	ADJ
fcis-5509	106	134	1	1	NUM
fcis-5509	106	135	*	*	SYM
fcis-5509	106	136	1	1	NUM
fcis-5509	106	137	conv	conv	ADJ
fcis-5509	106	138	1	1	NUM
fcis-5509	106	139	*	*	SYM
fcis-5509	106	140	1	1	NUM
fcis-5509	106	141	conv	conv	ADJ
fcis-5509	106	142	1	1	NUM
fcis-5509	106	143	*	*	SYM
fcis-5509	106	144	1	1	NUM
fcis-5509	106	145	160	160	NUM
fcis-5509	106	146	*	*	SYM
fcis-5509	106	147	160	160	NUM
fcis-5509	106	148	*	*	SYM
fcis-5509	106	149	12880	12880	NUM
fcis-5509	106	150	*	*	SYM
fcis-5509	106	151	80	80	NUM
fcis-5509	106	152	*	*	NUM
fcis-5509	106	153	256	256	NUM
fcis-5509	106	154	80	80	NUM
fcis-5509	106	155	*	*	NUM
fcis-5509	106	156	80	80	NUM
fcis-5509	106	157	*	*	SYM
fcis-5509	106	158	128	128	NUM
fcis-5509	106	159	80	80	NUM
fcis-5509	106	160	*	*	NUM
fcis-5509	106	161	80	80	NUM
fcis-5509	106	162	*	*	NUM
fcis-5509	106	163	128	128	NUM
fcis-5509	106	164	80	80	NUM
fcis-5509	106	165	*	*	NUM
fcis-5509	106	166	80	80	NUM
fcis-5509	106	167	*	*	NUM
fcis-5509	106	168	256	256	NUM
fcis-5509	106	169	12	12	NUM
fcis-5509	106	170	14	14	NUM
fcis-5509	106	171	13	13	NUM
fcis-5509	106	172	15	15	NUM
fcis-5509	106	173	16	16	NUM
fcis-5509	106	174	80	80	NUM
fcis-5509	106	175	*	*	NUM
fcis-5509	106	176	80	80	NUM
fcis-5509	106	177	*	*	SYM
fcis-5509	106	178	128	128	NUM
fcis-5509	106	179	mp	mp	NOUN
fcis-5509	106	180	2	2	NUM
fcis-5509	106	181	*	*	SYM
fcis-5509	106	182	2	2	NUM
fcis-5509	106	183	conv	conv	ADJ
fcis-5509	106	184	1	1	NUM
fcis-5509	106	185	*	*	SYM
fcis-5509	106	186	1	1	NUM
fcis-5509	106	187	conv	conv	ADJ
fcis-5509	106	188	1	1	NUM
fcis-5509	106	189	*	*	SYM
fcis-5509	106	190	1	1	NUM
fcis-5509	106	191	conv	conv	ADJ
fcis-5509	106	192	1	1	NUM
fcis-5509	106	193	*	*	SYM
fcis-5509	106	194	1	1	NUM
fcis-5509	106	195	conv	conv	ADJ
fcis-5509	106	196	1	1	NUM
fcis-5509	106	197	*	*	SYM
fcis-5509	106	198	1	1	NUM
fcis-5509	106	199	80	80	NUM
fcis-5509	106	200	*	*	NUM
fcis-5509	106	201	80	80	NUM
fcis-5509	106	202	*	*	SYM
fcis-5509	106	203	12840	12840	NUM
fcis-5509	106	204	*	*	SYM
fcis-5509	106	205	40	40	NUM
fcis-5509	106	206	*	*	SYM
fcis-5509	106	207	128	128	NUM
fcis-5509	106	208	40	40	NUM
fcis-5509	106	209	*	*	SYM
fcis-5509	106	210	40	40	NUM
fcis-5509	106	211	*	*	SYM
fcis-5509	106	212	128	128	NUM
fcis-5509	106	213	40	40	NUM
fcis-5509	106	214	*	*	SYM
fcis-5509	106	215	40	40	NUM
fcis-5509	106	216	*	*	SYM
fcis-5509	106	217	128	128	NUM
fcis-5509	106	218	40	40	NUM
fcis-5509	106	219	*	*	SYM
fcis-5509	106	220	40	40	NUM
fcis-5509	106	221	*	*	SYM
fcis-5509	106	222	512	512	NUM
fcis-5509	106	223	76	76	NUM
fcis-5509	106	224	78	78	NUM
fcis-5509	106	225	77	77	NUM
fcis-5509	106	226	79	79	NUM
fcis-5509	106	227	80	80	NUM
fcis-5509	106	228	40	40	NUM
fcis-5509	106	229	*	*	SYM
fcis-5509	106	230	40	40	NUM
fcis-5509	106	231	*	*	NUM
fcis-5509	106	232	256	256	NUM
fcis-5509	106	233	a	a	DET
fcis-5509	106	234	mp-1	mp-1	NOUN
fcis-5509	106	235	b	b	PROPN
fcis-5509	106	236	mp-2	mp-2	ADJ
fcis-5509	106	237	figure	figure	NOUN
fcis-5509	106	238	4	4	NUM
fcis-5509	106	239	.	.	X
fcis-5509	106	240	mp	mp	NOUN
fcis-5509	106	241	module	module	NOUN
fcis-5509	106	242	3	3	NUM
fcis-5509	106	243	.	.	PUNCT
fcis-5509	107	1	experiments	experiment	NOUN
fcis-5509	107	2	in	in	ADP
fcis-5509	107	3	the	the	DET
fcis-5509	107	4	experiment	experiment	NOUN
fcis-5509	107	5	,	,	PUNCT
fcis-5509	107	6	rects	rect	NOUN
fcis-5509	107	7	was	be	AUX
fcis-5509	107	8	used	use	VERB
fcis-5509	107	9	as	as	ADP
fcis-5509	107	10	the	the	DET
fcis-5509	107	11	model	model	NOUN
fcis-5509	107	12	training	training	NOUN
fcis-5509	107	13	data	datum	NOUN
fcis-5509	107	14	set	set	VERB
fcis-5509	107	15	,	,	PUNCT
fcis-5509	107	16	with	with	ADP
fcis-5509	107	17	a	a	DET
fcis-5509	107	18	total	total	NOUN
fcis-5509	107	19	of	of	ADP
fcis-5509	107	20	20000	20000	NUM
fcis-5509	107	21	images	image	NOUN
fcis-5509	107	22	,	,	PUNCT
fcis-5509	107	23	of	of	ADP
fcis-5509	107	24	which	which	PRON
fcis-5509	107	25	15000	15000	NUM
fcis-5509	107	26	were	be	AUX
fcis-5509	107	27	used	use	VERB
fcis-5509	107	28	as	as	ADP
fcis-5509	107	29	the	the	DET
fcis-5509	107	30	training	training	NOUN
fcis-5509	107	31	set	set	NOUN
fcis-5509	107	32	and	and	CCONJ
fcis-5509	107	33	5000	5000	NUM
fcis-5509	107	34	as	as	ADP
fcis-5509	107	35	the	the	DET
fcis-5509	107	36	test	test	NOUN
fcis-5509	107	37	set	set	NOUN
fcis-5509	107	38	.	.	PUNCT
fcis-5509	108	1	after	after	ADP
fcis-5509	108	2	some	some	DET
fcis-5509	108	3	preprocessing	preprocessing	NOUN
fcis-5509	108	4	,	,	PUNCT
fcis-5509	108	5	the	the	DET
fcis-5509	108	6	image	image	NOUN
fcis-5509	108	7	is	be	AUX
fcis-5509	108	8	mapped	map	VERB
fcis-5509	108	9	into	into	ADP
fcis-5509	108	10	a	a	DET
fcis-5509	108	11	640	640	NUM
fcis-5509	108	12	pixels	pixel	NOUN
fcis-5509	108	13	high	high	ADJ
fcis-5509	108	14	and	and	CCONJ
fcis-5509	108	15	640	640	NUM
fcis-5509	108	16	pixels	pixel	NOUN
fcis-5509	108	17	wide	wide	ADJ
fcis-5509	108	18	image	image	NOUN
fcis-5509	108	19	by	by	ADP
fcis-5509	108	20	affine	affine	NOUN
fcis-5509	108	21	transformation	transformation	NOUN
fcis-5509	108	22	.	.	PUNCT
fcis-5509	109	1	epoch	epoch	PROPN
fcis-5509	109	2	is	be	AUX
fcis-5509	109	3	set	set	VERB
fcis-5509	109	4	to	to	ADP
fcis-5509	109	5	300	300	NUM
fcis-5509	109	6	,	,	PUNCT
fcis-5509	109	7	and	and	CCONJ
fcis-5509	109	8	the	the	DET
fcis-5509	109	9	initial	initial	ADJ
fcis-5509	109	10	learning	learning	NOUN
fcis-5509	109	11	rate	rate	NOUN
fcis-5509	109	12	is	be	AUX
fcis-5509	109	13	0.01	0.01	NUM
fcis-5509	109	14	.	.	PUNCT
fcis-5509	110	1	the	the	DET
fcis-5509	110	2	loss	loss	NOUN
fcis-5509	110	3	curve	curve	NOUN
fcis-5509	110	4	is	be	AUX
fcis-5509	110	5	shown	show	VERB
fcis-5509	110	6	in	in	ADP
fcis-5509	110	7	figure	figure	NOUN
fcis-5509	110	8	5	5	NUM
fcis-5509	110	9	.	.	PUNCT
fcis-5509	111	1	the	the	DET
fcis-5509	111	2	final	final	ADJ
fcis-5509	111	3	experimental	experimental	ADJ
fcis-5509	111	4	map	map	NOUN
fcis-5509	111	5	reached	reach	VERB
fcis-5509	111	6	78.36	78.36	NUM
fcis-5509	111	7	%	%	NOUN
fcis-5509	111	8	.	.	PUNCT
fcis-5509	112	1	figure	figure	NOUN
fcis-5509	112	2	5	5	NUM
fcis-5509	112	3	.	.	PUNCT
fcis-5509	112	4	model	model	NOUN
fcis-5509	112	5	training	training	NOUN
fcis-5509	112	6	loss	loss	NOUN
fcis-5509	112	7	4	4	NUM
fcis-5509	112	8	.	.	PUNCT
fcis-5509	113	1	conclusions	conclusion	NOUN
fcis-5509	113	2	the	the	DET
fcis-5509	113	3	text	text	NOUN
fcis-5509	113	4	in	in	ADP
fcis-5509	113	5	images	image	NOUN
fcis-5509	113	6	and	and	CCONJ
fcis-5509	113	7	videos	video	NOUN
fcis-5509	113	8	contains	contain	VERB
fcis-5509	113	9	rich	rich	ADJ
fcis-5509	113	10	and	and	CCONJ
fcis-5509	113	11	accurate	accurate	ADJ
fcis-5509	113	12	high	high	ADJ
fcis-5509	113	13	-	-	PUNCT
fcis-5509	113	14	level	level	NOUN
fcis-5509	113	15	language	language	NOUN
fcis-5509	113	16	descriptions	description	NOUN
fcis-5509	113	17	.	.	PUNCT
fcis-5509	114	1	accurate	accurate	ADJ
fcis-5509	114	2	and	and	CCONJ
fcis-5509	114	3	effective	effective	ADJ
fcis-5509	114	4	extraction	extraction	NOUN
fcis-5509	114	5	of	of	ADP
fcis-5509	114	6	these	these	DET
fcis-5509	114	7	text	text	NOUN
fcis-5509	114	8	information	information	NOUN
fcis-5509	114	9	has	have	VERB
fcis-5509	114	10	important	important	ADJ
fcis-5509	114	11	applications	application	NOUN
fcis-5509	114	12	in	in	ADP
fcis-5509	114	13	multimedia	multimedia	NOUN
fcis-5509	114	14	retrieval	retrieval	NOUN
fcis-5509	114	15	,	,	PUNCT
fcis-5509	114	16	human	human	NOUN
fcis-5509	114	17	-	-	PUNCT
fcis-5509	114	18	computer	computer	NOUN
fcis-5509	114	19	interaction	interaction	NOUN
fcis-5509	114	20	,	,	PUNCT
fcis-5509	114	21	robot	robot	NOUN
fcis-5509	114	22	navigation	navigation	NOUN
fcis-5509	114	23	,	,	PUNCT
fcis-5509	114	24	industrial	industrial	ADJ
fcis-5509	114	25	automation	automation	NOUN
fcis-5509	114	26	and	and	CCONJ
fcis-5509	114	27	other	other	ADJ
fcis-5509	114	28	fields	field	NOUN
fcis-5509	114	29	.	.	PUNCT
fcis-5509	115	1	for	for	ADP
fcis-5509	115	2	the	the	DET
fcis-5509	115	3	text	text	NOUN
fcis-5509	115	4	location	location	NOUN
fcis-5509	115	5	in	in	ADP
fcis-5509	115	6	chinese	chinese	ADJ
fcis-5509	115	7	scene	scene	NOUN
fcis-5509	115	8	,	,	PUNCT
fcis-5509	115	9	we	we	PRON
fcis-5509	115	10	use	use	VERB
fcis-5509	115	11	the	the	DET
fcis-5509	115	12	target	target	NOUN
fcis-5509	115	13	detection	detection	NOUN
fcis-5509	115	14	method	method	NOUN
fcis-5509	115	15	to	to	PART
fcis-5509	115	16	carry	carry	VERB
fcis-5509	115	17	out	out	ADP
fcis-5509	115	18	end	end	NOUN
fcis-5509	115	19	-	-	PUNCT
fcis-5509	115	20	to	to	ADP
fcis-5509	115	21	-	-	PUNCT
fcis-5509	115	22	end	end	NOUN
fcis-5509	115	23	text	text	NOUN
fcis-5509	115	24	location	location	NOUN
fcis-5509	115	25	based	base	VERB
fcis-5509	115	26	on	on	ADP
fcis-5509	115	27	yolov7	yolov7	PROPN
fcis-5509	115	28	model	model	PROPN
fcis-5509	115	29	,	,	PUNCT
fcis-5509	115	30	take	take	VERB
fcis-5509	115	31	the	the	DET
fcis-5509	115	32	street	street	NOUN
fcis-5509	115	33	view	view	NOUN
fcis-5509	115	34	image	image	NOUN
fcis-5509	115	35	as	as	ADP
fcis-5509	115	36	input	input	NOUN
fcis-5509	115	37	,	,	PUNCT
fcis-5509	115	38	detect	detect	VERB
fcis-5509	115	39	the	the	DET
fcis-5509	115	40	text	text	NOUN
fcis-5509	115	41	line	line	NOUN
fcis-5509	115	42	in	in	ADP
fcis-5509	115	43	the	the	DET
fcis-5509	115	44	image	image	NOUN
fcis-5509	115	45	area	area	NOUN
fcis-5509	115	46	,	,	PUNCT
fcis-5509	115	47	and	and	CCONJ
fcis-5509	115	48	return	return	VERB
fcis-5509	115	49	the	the	DET
fcis-5509	115	50	location	location	NOUN
fcis-5509	115	51	information	information	NOUN
fcis-5509	115	52	of	of	ADP
fcis-5509	115	53	the	the	DET
fcis-5509	115	54	text	text	NOUN
fcis-5509	115	55	line	line	NOUN
fcis-5509	115	56	.	.	PUNCT
fcis-5509	116	1	the	the	DET
fcis-5509	116	2	final	final	ADJ
fcis-5509	116	3	map	map	NOUN
fcis-5509	116	4	reached	reach	VERB
fcis-5509	116	5	78.36	78.36	NUM
fcis-5509	116	6	%	%	NOUN
fcis-5509	116	7	.	.	PUNCT
fcis-5509	117	1	acknowledgment	acknowledgment	NOUN
fcis-5509	117	2	project	project	NOUN
fcis-5509	117	3	supported	support	VERB
fcis-5509	117	4	by	by	ADP
fcis-5509	117	5	the	the	DET
fcis-5509	117	6	natural	natural	ADJ
fcis-5509	117	7	science	science	PROPN
fcis-5509	117	8	foundation	foundation	NOUN
fcis-5509	117	9	of	of	ADP
fcis-5509	117	10	hebei	hebei	PROPN
fcis-5509	117	11	province	province	PROPN
fcis-5509	117	12	(	(	PUNCT
fcis-5509	117	13	f2014502081	f2014502081	PROPN
fcis-5509	117	14	)	)	PUNCT
fcis-5509	117	15	and	and	CCONJ
fcis-5509	117	16	the	the	DET
fcis-5509	117	17	fundamental	fundamental	ADJ
fcis-5509	117	18	research	research	NOUN
fcis-5509	117	19	funds	fund	NOUN
fcis-5509	117	20	for	for	ADP
fcis-5509	117	21	the	the	DET
fcis-5509	117	22	central	central	ADJ
fcis-5509	117	23	universities(2020ms120	universities(2020ms120	ADJ
fcis-5509	117	24	)	)	PUNCT
fcis-5509	117	25	references	reference	NOUN
fcis-5509	117	26	[	[	X
fcis-5509	117	27	1	1	NUM
fcis-5509	117	28	]	]	PUNCT
fcis-5509	117	29	judd	judd	PROPN
fcis-5509	117	30	t.	t.	PROPN
fcis-5509	117	31	learning	learn	VERB
fcis-5509	117	32	to	to	PART
fcis-5509	117	33	predict	predict	VERB
fcis-5509	117	34	where	where	SCONJ
fcis-5509	117	35	humans	human	NOUN
fcis-5509	117	36	look	look	VERB
fcis-5509	117	37	ieee	ieee	PROPN
fcis-5509	117	38	international	international	ADJ
fcis-5509	117	39	conference	conference	NOUN
fcis-5509	117	40	on	on	ADP
fcis-5509	117	41	computer	computer	NOUN
fcis-5509	117	42	vision[j	vision[j	PROPN
fcis-5509	117	43	]	]	PUNCT
fcis-5509	117	44	.	.	PUNCT
fcis-5509	118	1	proc	proc	PROPN
fcis-5509	118	2	.	.	PUNCT
fcis-5509	119	1	iccv	iccv	PROPN
fcis-5509	119	2	,	,	PUNCT
fcis-5509	119	3	2009	2009	NUM
fcis-5509	119	4	,	,	PUNCT
fcis-5509	119	5	2009	2009	NUM
fcis-5509	119	6	.	.	PUNCT
fcis-5509	120	1	[	[	X
fcis-5509	120	2	2	2	NUM
fcis-5509	120	3	]	]	X
fcis-5509	120	4	breuel	breuel	NOUN
fcis-5509	120	5	t	t	PROPN
fcis-5509	120	6	m	m	PROPN
fcis-5509	120	7	,	,	PUNCT
fcis-5509	120	8	yanikoglu	yanikoglu	PROPN
fcis-5509	120	9	b	b	PROPN
fcis-5509	120	10	a	a	X
fcis-5509	120	11	,	,	PUNCT
fcis-5509	120	12	berkner	berkner	PROPN
fcis-5509	120	13	k.	k.	PROPN
fcis-5509	121	1	the	the	DET
fcis-5509	121	2	ocropus	ocropus	PROPN
fcis-5509	121	3	open	open	PROPN
fcis-5509	121	4	source	source	NOUN
fcis-5509	121	5	ocr	ocr	NOUN
fcis-5509	121	6	system	system	NOUN
fcis-5509	121	7	(	(	PUNCT
fcis-5509	121	8	proceedings	proceeding	NOUN
fcis-5509	121	9	paper	paper	NOUN
fcis-5509	121	10	)	)	PUNCT
fcis-5509	122	1	[	[	X
fcis-5509	122	2	j	j	X
fcis-5509	122	3	]	]	X
fcis-5509	122	4	.	.	PUNCT
fcis-5509	122	5	ieee	ieee	PROPN
fcis-5509	122	6	,	,	PUNCT
fcis-5509	122	7	2002	2002	NUM
fcis-5509	122	8	.	.	PUNCT
fcis-5509	123	1	[	[	X
fcis-5509	123	2	3	3	X
fcis-5509	123	3	]	]	X
fcis-5509	123	4	dalal	dalal	PROPN
fcis-5509	123	5	n	n	SYM
fcis-5509	123	6	,	,	PUNCT
fcis-5509	123	7	triggs	triggs	PROPN
fcis-5509	123	8	b.	b.	PROPN
fcis-5509	123	9	histograms	histograms	PROPN
fcis-5509	123	10	of	of	ADP
fcis-5509	123	11	oriented	orient	VERB
fcis-5509	123	12	gradients	gradient	NOUN
fcis-5509	123	13	for	for	ADP
fcis-5509	123	14	human	human	NOUN
fcis-5509	123	15	detection[c	detection[c	PROPN
fcis-5509	123	16	]	]	PUNCT
fcis-5509	123	17	.	.	PUNCT
fcis-5509	124	1	ieee	ieee	PROPN
fcis-5509	124	2	computer	computer	PROPN
fcis-5509	124	3	society	society	PROPN
fcis-5509	124	4	conference	conference	NOUN
fcis-5509	124	5	on	on	ADP
fcis-5509	124	6	computer	computer	NOUN
fcis-5509	124	7	vision	vision	NOUN
fcis-5509	124	8	&	&	CCONJ
fcis-5509	124	9	pattern	pattern	NOUN
fcis-5509	124	10	recognition	recognition	NOUN
fcis-5509	124	11	,	,	PUNCT
fcis-5509	124	12	2005	2005	NUM
fcis-5509	124	13	.	.	PUNCT
fcis-5509	125	1	[	[	X
fcis-5509	125	2	4	4	NUM
fcis-5509	125	3	]	]	X
fcis-5509	125	4	low	low	PROPN
fcis-5509	125	5	d	d	X
fcis-5509	125	6	g.	g.	PROPN
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fcis-5509	125	8	image	image	NOUN
fcis-5509	125	9	features	feature	NOUN
fcis-5509	125	10	from	from	ADP
fcis-5509	125	11	scale	scale	NOUN
fcis-5509	125	12	-	-	PUNCT
fcis-5509	125	13	invariant	invariant	ADJ
fcis-5509	125	14	keypoints[j	keypoints[j	NOUN
fcis-5509	125	15	]	]	PUNCT
fcis-5509	125	16	.	.	PUNCT
fcis-5509	126	1	international	international	ADJ
fcis-5509	126	2	journal	journal	PROPN
fcis-5509	126	3	of	of	ADP
fcis-5509	126	4	computer	computer	NOUN
fcis-5509	126	5	vision	vision	NOUN
fcis-5509	126	6	,	,	PUNCT
fcis-5509	126	7	2004	2004	NUM
fcis-5509	126	8	.	.	PUNCT
fcis-5509	127	1	[	[	X
fcis-5509	127	2	5	5	X
fcis-5509	127	3	]	]	X
fcis-5509	127	4	ojala	ojala	PROPN
fcis-5509	127	5	t	t	PROPN
fcis-5509	127	6	,	,	PUNCT
fcis-5509	127	7	pietikainen	pietikainen	PROPN
fcis-5509	127	8	m	m	PROPN
fcis-5509	127	9	,	,	PUNCT
fcis-5509	127	10	maenpaa	maenpaa	ADJ
fcis-5509	127	11	t.	t.	NOUN
fcis-5509	127	12	multiresolution	multiresolution	NOUN
fcis-5509	127	13	grayscale	grayscale	NOUN
fcis-5509	127	14	and	and	CCONJ
fcis-5509	127	15	rotation	rotation	NOUN
fcis-5509	127	16	invariant	invariant	ADJ
fcis-5509	127	17	texture	texture	NOUN
fcis-5509	127	18	classification	classification	NOUN
fcis-5509	127	19	with	with	ADP
fcis-5509	127	20	local	local	ADJ
fcis-5509	127	21	binary	binary	ADJ
fcis-5509	127	22	patterns[c	patterns[c	PROPN
fcis-5509	127	23	]	]	PUNCT
fcis-5509	127	24	.	.	PUNCT
fcis-5509	128	1	ieee	ieee	PROPN
fcis-5509	128	2	,	,	PUNCT
fcis-5509	128	3	2002	2002	NUM
fcis-5509	128	4	:	:	PUNCT
fcis-5509	128	5	971	971	NUM
fcis-5509	128	6	-	-	SYM
fcis-5509	128	7	987	987	NUM
fcis-5509	128	8	.	.	PUNCT
fcis-5509	129	1	[	[	X
fcis-5509	129	2	6	6	NUM
fcis-5509	129	3	]	]	X
fcis-5509	129	4	ren	ren	PROPN
fcis-5509	129	5	s	s	PROPN
fcis-5509	129	6	,	,	PUNCT
fcis-5509	129	7	he	he	PRON
fcis-5509	129	8	k	k	NOUN
fcis-5509	129	9	,	,	PUNCT
fcis-5509	129	10	girshick	girshick	ADJ
fcis-5509	129	11	r	r	NOUN
fcis-5509	129	12	,	,	PUNCT
fcis-5509	129	13	et	et	PROPN
fcis-5509	129	14	al	al	PROPN
fcis-5509	129	15	.	.	PUNCT
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fcis-5509	129	17	r	r	NOUN
fcis-5509	129	18	-	-	PUNCT
fcis-5509	129	19	cnn	cnn	NOUN
fcis-5509	129	20	:	:	PUNCT
fcis-5509	129	21	towards	towards	ADP
fcis-5509	129	22	realtime	realtime	ADJ
fcis-5509	129	23	object	object	NOUN
fcis-5509	129	24	detection	detection	NOUN
fcis-5509	129	25	with	with	ADP
fcis-5509	129	26	region	region	NOUN
fcis-5509	129	27	proposal	proposal	NOUN
fcis-5509	129	28	networks[j	networks[j	PROPN
fcis-5509	129	29	]	]	X
fcis-5509	129	30	.	.	PUNCT
fcis-5509	130	1	ieee	ieee	NOUN
fcis-5509	130	2	transactions	transaction	NOUN
fcis-5509	130	3	on	on	ADP
fcis-5509	130	4	pattern	pattern	NOUN
fcis-5509	130	5	analysis	analysis	NOUN
fcis-5509	130	6	&	&	CCONJ
fcis-5509	130	7	machine	machine	NOUN
fcis-5509	130	8	intelligence	intelligence	NOUN
fcis-5509	130	9	,	,	PUNCT
fcis-5509	130	10	2017	2017	NUM
fcis-5509	130	11	,	,	PUNCT
fcis-5509	130	12	39(6	39(6	NUM
fcis-5509	130	13	):	):	PUNCT
fcis-5509	130	14	1137	1137	NUM
fcis-5509	130	15	-	-	SYM
fcis-5509	130	16	1149	1149	NUM
fcis-5509	130	17	.	.	PUNCT
fcis-5509	131	1	[	[	X
fcis-5509	131	2	7	7	X
fcis-5509	131	3	]	]	X
fcis-5509	131	4	liu	liu	PROPN
fcis-5509	131	5	w	w	PROPN
fcis-5509	131	6	,	,	PUNCT
fcis-5509	131	7	berg	berg	PROPN
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fcis-5509	131	9	c	c	PROPN
fcis-5509	131	10	,	,	PUNCT
fcis-5509	131	11	fu	fu	PROPN
fcis-5509	131	12	c	c	PROPN
fcis-5509	131	13	y	y	PROPN
fcis-5509	131	14	,	,	PUNCT
fcis-5509	131	15	et	et	PROPN
fcis-5509	131	16	al	al	PROPN
fcis-5509	131	17	.	.	PROPN
fcis-5509	131	18	ssd	ssd	PROPN
fcis-5509	131	19	:	:	PUNCT
fcis-5509	131	20	single	single	ADJ
fcis-5509	131	21	shot	shot	NOUN
fcis-5509	131	22	multibox	multibox	PROPN
fcis-5509	131	23	detector[c	detector[c	PROPN
fcis-5509	131	24	]	]	PUNCT
fcis-5509	131	25	.	.	PUNCT
fcis-5509	132	1	eccv	eccv	PROPN
fcis-5509	132	2	,	,	PUNCT
fcis-5509	132	3	2016	2016	NUM
fcis-5509	132	4	:	:	PUNCT
fcis-5509	132	5	21	21	NUM
fcis-5509	132	6	-	-	SYM
fcis-5509	132	7	37	37	NUM
fcis-5509	132	8	.	.	PUNCT
fcis-5509	133	1	[	[	X
fcis-5509	133	2	8	8	NUM
fcis-5509	133	3	]	]	X
fcis-5509	133	4	liao	liao	PROPN
fcis-5509	133	5	m	m	PROPN
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fcis-5509	133	7	shi	shi	PROPN
fcis-5509	133	8	b	b	PROPN
fcis-5509	133	9	,	,	PUNCT
fcis-5509	133	10	bai	bai	PROPN
fcis-5509	133	11	x	x	NOUN
fcis-5509	133	12	,	,	PUNCT
fcis-5509	133	13	et	et	PROPN
fcis-5509	133	14	al	al	PROPN
fcis-5509	133	15	.	.	PROPN
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fcis-5509	133	17	:	:	PUNCT
fcis-5509	133	18	a	a	DET
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fcis-5509	133	20	text	text	NOUN
fcis-5509	133	21	detector	detector	NOUN
fcis-5509	133	22	with	with	ADP
fcis-5509	133	23	a	a	DET
fcis-5509	133	24	single	single	ADJ
fcis-5509	133	25	deep	deep	ADJ
fcis-5509	133	26	neural	neural	ADJ
fcis-5509	133	27	network[c	network[c	PROPN
fcis-5509	133	28	]	]	X
fcis-5509	133	29	.	.	PUNCT
fcis-5509	134	1	national	national	ADJ
fcis-5509	134	2	conference	conference	PROPN
fcis-5509	134	3	on	on	ADP
fcis-5509	134	4	artificial	artificial	ADJ
fcis-5509	134	5	intelligence	intelligence	NOUN
fcis-5509	134	6	,	,	PUNCT
fcis-5509	134	7	2017	2017	NUM
fcis-5509	134	8	.	.	PUNCT
fcis-5509	135	1	[	[	X
fcis-5509	135	2	9	9	NUM
fcis-5509	135	3	]	]	X
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fcis-5509	135	5	b	b	PROPN
fcis-5509	135	6	,	,	PUNCT
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fcis-5509	135	8	x	x	NOUN
fcis-5509	135	9	,	,	PUNCT
fcis-5509	135	10	belongie	belongie	PROPN
fcis-5509	135	11	s.	s.	PROPN
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fcis-5509	135	13	oriented	orient	VERB
fcis-5509	135	14	text	text	NOUN
fcis-5509	135	15	in	in	ADP
fcis-5509	135	16	natural	natural	ADJ
fcis-5509	135	17	images	image	NOUN
fcis-5509	135	18	by	by	ADP
fcis-5509	135	19	linking	link	VERB
fcis-5509	135	20	segments[c	segments[c	PROPN
fcis-5509	135	21	]	]	PUNCT
fcis-5509	135	22	.	.	PUNCT
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fcis-5509	136	2	of	of	ADP
fcis-5509	136	3	the	the	DET
fcis-5509	136	4	ieee	ieee	NOUN
fcis-5509	136	5	conference	conference	NOUN
fcis-5509	136	6	on	on	ADP
fcis-5509	136	7	computer	computer	NOUN
fcis-5509	136	8	vision	vision	NOUN
fcis-5509	136	9	and	and	CCONJ
fcis-5509	136	10	pattern	pattern	NOUN
fcis-5509	136	11	recognition	recognition	NOUN
fcis-5509	136	12	,	,	PUNCT
fcis-5509	136	13	2017	2017	NUM
fcis-5509	136	14	:	:	PUNCT
fcis-5509	136	15	2550	2550	NUM
fcis-5509	136	16	-	-	SYM
fcis-5509	136	17	2558	2558	NUM
fcis-5509	136	18	.	.	PUNCT
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fcis-5509	137	2	10	10	NUM
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fcis-5509	137	7	shao	shao	PROPN
fcis-5509	137	8	w	w	PROPN
fcis-5509	137	9	,	,	PUNCT
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fcis-5509	137	11	h	h	NOUN
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fcis-5509	138	2	-	-	PUNCT
fcis-5509	138	3	oriented	orient	VERB
fcis-5509	138	4	scene	scene	NOUN
fcis-5509	138	5	text	text	NOUN
fcis-5509	138	6	detection	detection	NOUN
fcis-5509	138	7	via	via	ADP
fcis-5509	138	8	rotation	rotation	PROPN
fcis-5509	138	9	proposals[j	proposals[j	PROPN
fcis-5509	138	10	]	]	PUNCT
fcis-5509	138	11	.	.	PUNCT
fcis-5509	139	1	ieee	ieee	NOUN
fcis-5509	139	2	transactions	transaction	NOUN
fcis-5509	139	3	on	on	ADP
fcis-5509	139	4	multimedia	multimedia	NOUN
fcis-5509	139	5	,	,	PUNCT
fcis-5509	139	6	2017	2017	NUM
fcis-5509	139	7	:	:	PUNCT
fcis-5509	139	8	3111	3111	NUM
fcis-5509	139	9	-	-	SYM
fcis-5509	139	10	3122	3122	NUM
fcis-5509	139	11	.	.	PUNCT
fcis-5509	140	1	[	[	X
fcis-5509	140	2	11	11	NUM
fcis-5509	140	3	]	]	PUNCT
fcis-5509	140	4	wang	wang	PROPN
fcis-5509	140	5	c	c	PROPN
fcis-5509	140	6	-	-	PUNCT
fcis-5509	140	7	y	y	PROPN
fcis-5509	140	8	,	,	PUNCT
fcis-5509	140	9	bochkovskiy	bochkovskiy	VERB
fcis-5509	140	10	a	a	PRON
fcis-5509	140	11	,	,	PUNCT
fcis-5509	140	12	liao	liao	PROPN
fcis-5509	140	13	h	h	PROPN
fcis-5509	140	14	-	-	PUNCT
fcis-5509	140	15	y	y	PROPN
fcis-5509	140	16	m.	m.	NOUN
fcis-5509	140	17	yolov7	yolov7	NOUN
fcis-5509	140	18	:	:	PUNCT
fcis-5509	140	19	trainable	trainable	ADJ
fcis-5509	140	20	bag	bag	NOUN
fcis-5509	140	21	-	-	PUNCT
fcis-5509	140	22	of	of	ADP
fcis-5509	140	23	-	-	PUNCT
fcis-5509	140	24	freebies	freebie	NOUN
fcis-5509	140	25	sets	set	VERB
fcis-5509	140	26	new	new	ADJ
fcis-5509	140	27	state	state	NOUN
fcis-5509	140	28	-	-	PUNCT
fcis-5509	140	29	of	of	ADP
fcis-5509	140	30	-	-	PUNCT
fcis-5509	140	31	the	the	DET
fcis-5509	140	32	-	-	PUNCT
fcis-5509	140	33	art	art	NOUN
fcis-5509	140	34	for	for	ADP
fcis-5509	140	35	real	real	ADJ
fcis-5509	140	36	-	-	PUNCT
fcis-5509	140	37	time	time	NOUN
fcis-5509	140	38	object	object	NOUN
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fcis-5509	140	41	.	.	PUNCT
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fcis-5509	141	2	preprint	preprint	NOUN
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fcis-5509	141	4	,	,	PUNCT
fcis-5509	141	5	2022	2022	NUM
fcis-5509	141	6	.	.	PUNCT
fcis-5509	142	1	[	[	X
fcis-5509	142	2	12	12	NUM
fcis-5509	142	3	]	]	X
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fcis-5509	142	5	x	x	SYM
fcis-5509	142	6	,	,	PUNCT
fcis-5509	142	7	zhang	zhang	PROPN
fcis-5509	142	8	x	x	PROPN
fcis-5509	142	9	,	,	PUNCT
fcis-5509	142	10	ma	ma	PROPN
fcis-5509	142	11	n	n	PROPN
fcis-5509	142	12	,	,	PUNCT
fcis-5509	142	13	et	et	PROPN
fcis-5509	142	14	al	al	PROPN
fcis-5509	142	15	.	.	PROPN
fcis-5509	142	16	repvgg	repvgg	PROPN
fcis-5509	142	17	:	:	PUNCT
fcis-5509	142	18	making	make	VERB
fcis-5509	142	19	vgg	vgg	ADJ
fcis-5509	142	20	-	-	PUNCT
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fcis-5509	142	22	convnets	convnet	VERB
fcis-5509	142	23	great	great	ADJ
fcis-5509	142	24	again[c	again[c	PROPN
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fcis-5509	142	26	.	.	PUNCT
fcis-5509	143	1	ieee	ieee	NOUN
fcis-5509	143	2	,	,	PUNCT
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fcis-5509	143	4	:	:	PUNCT
fcis-5509	143	5	13728	13728	NUM
fcis-5509	143	6	-	-	SYM
fcis-5509	143	7	13737	13737	NUM
fcis-5509	143	8	.	.	PUNCT