id	sid	tid	token	lemma	pos
american_scientific_journal-6146	1	1	220	220	NUM
american_scientific_journal-6146	1	2	american	american	ADJ
american_scientific_journal-6146	1	3	scientific	scientific	ADJ
american_scientific_journal-6146	1	4	research	research	NOUN
american_scientific_journal-6146	1	5	journal	journal	NOUN
american_scientific_journal-6146	1	6	for	for	ADP
american_scientific_journal-6146	1	7	engineering	engineering	NOUN
american_scientific_journal-6146	1	8	,	,	PUNCT
american_scientific_journal-6146	1	9	technology	technology	NOUN
american_scientific_journal-6146	1	10	,	,	PUNCT
american_scientific_journal-6146	1	11	and	and	CCONJ
american_scientific_journal-6146	1	12	sciences	science	NOUN
american_scientific_journal-6146	1	13	(	(	PUNCT
american_scientific_journal-6146	1	14	asrjets	asrjet	NOUN
american_scientific_journal-6146	1	15	)	)	PUNCT
american_scientific_journal-6146	1	16	issn	issn	PROPN
american_scientific_journal-6146	1	17	(	(	PUNCT
american_scientific_journal-6146	1	18	print	print	NOUN
american_scientific_journal-6146	1	19	)	)	PUNCT
american_scientific_journal-6146	1	20	2313	2313	NUM
american_scientific_journal-6146	1	21	-	-	SYM
american_scientific_journal-6146	1	22	4410	4410	NUM
american_scientific_journal-6146	1	23	,	,	PUNCT
american_scientific_journal-6146	1	24	issn	issn	PROPN
american_scientific_journal-6146	1	25	(	(	PUNCT
american_scientific_journal-6146	1	26	online	online	ADJ
american_scientific_journal-6146	1	27	)	)	PUNCT
american_scientific_journal-6146	1	28	2313	2313	NUM
american_scientific_journal-6146	1	29	-	-	SYM
american_scientific_journal-6146	1	30	4402	4402	NUM
american_scientific_journal-6146	1	31	©	©	PROPN
american_scientific_journal-6146	1	32	global	global	ADJ
american_scientific_journal-6146	1	33	society	society	NOUN
american_scientific_journal-6146	1	34	of	of	ADP
american_scientific_journal-6146	1	35	scientific	scientific	ADJ
american_scientific_journal-6146	1	36	research	research	NOUN
american_scientific_journal-6146	1	37	and	and	CCONJ
american_scientific_journal-6146	1	38	researchers	researcher	NOUN
american_scientific_journal-6146	1	39	http://asrjetsjournal.org/	http://asrjetsjournal.org/	NOUN
american_scientific_journal-6146	1	40	detection	detection	NOUN
american_scientific_journal-6146	1	41	of	of	ADP
american_scientific_journal-6146	1	42	pedestrians	pedestrian	NOUN
american_scientific_journal-6146	1	43	and	and	CCONJ
american_scientific_journal-6146	1	44	helmets	helmet	NOUN
american_scientific_journal-6146	1	45	in	in	ADP
american_scientific_journal-6146	1	46	large	large	ADJ
american_scientific_journal-6146	1	47	construction	construction	NOUN
american_scientific_journal-6146	1	48	site	site	NOUN
american_scientific_journal-6146	1	49	chunming	chunming	NOUN
american_scientific_journal-6146	1	50	tang	tang	PROPN
american_scientific_journal-6146	1	51	a	a	PRON
american_scientific_journal-6146	1	52	*	*	PROPN
american_scientific_journal-6146	1	53	,	,	PUNCT
american_scientific_journal-6146	1	54	fan	fan	PROPN
american_scientific_journal-6146	1	55	yang	yang	PROPN
american_scientific_journal-6146	1	56	b	b	PROPN
american_scientific_journal-6146	1	57	,	,	PUNCT
american_scientific_journal-6146	1	58	xiang	xiang	PROPN
american_scientific_journal-6146	1	59	yu	yu	PROPN
american_scientific_journal-6146	2	1	c	c	PROPN
american_scientific_journal-6146	2	2	a	a	DET
american_scientific_journal-6146	2	3	school	school	NOUN
american_scientific_journal-6146	2	4	of	of	ADP
american_scientific_journal-6146	2	5	artificial	artificial	ADJ
american_scientific_journal-6146	2	6	intelligence	intelligence	NOUN
american_scientific_journal-6146	2	7	institute	institute	PROPN
american_scientific_journal-6146	2	8	,	,	PUNCT
american_scientific_journal-6146	2	9	tiangong	tiangong	PROPN
american_scientific_journal-6146	2	10	university	university	PROPN
american_scientific_journal-6146	2	11	,	,	PUNCT
american_scientific_journal-6146	2	12	tianjin	tianjin	PROPN
american_scientific_journal-6146	2	13	,	,	PUNCT
american_scientific_journal-6146	2	14	300387	300387	NUM
american_scientific_journal-6146	2	15	,	,	PUNCT
american_scientific_journal-6146	2	16	china	china	PROPN
american_scientific_journal-6146	2	17	b	b	PROPN
american_scientific_journal-6146	2	18	school	school	NOUN
american_scientific_journal-6146	2	19	of	of	ADP
american_scientific_journal-6146	2	20	electronics	electronics	PROPN
american_scientific_journal-6146	2	21	&	&	CCONJ
american_scientific_journal-6146	2	22	information	information	PROPN
american_scientific_journal-6146	2	23	engineering	engineering	PROPN
american_scientific_journal-6146	2	24	,	,	PUNCT
american_scientific_journal-6146	2	25	tiangong	tiangong	PROPN
american_scientific_journal-6146	2	26	university	university	PROPN
american_scientific_journal-6146	2	27	,	,	PUNCT
american_scientific_journal-6146	2	28	tianjin	tianjin	PROPN
american_scientific_journal-6146	2	29	,	,	PUNCT
american_scientific_journal-6146	2	30	300387,china	300387,china	PROPN
american_scientific_journal-6146	2	31	c	c	NOUN
american_scientific_journal-6146	2	32	country	country	NOUN
american_scientific_journal-6146	2	33	center	center	NOUN
american_scientific_journal-6146	2	34	for	for	ADP
american_scientific_journal-6146	2	35	engineering	engineering	NOUN
american_scientific_journal-6146	2	36	practice	practice	NOUN
american_scientific_journal-6146	2	37	and	and	CCONJ
american_scientific_journal-6146	2	38	training	training	NOUN
american_scientific_journal-6146	2	39	,	,	PUNCT
american_scientific_journal-6146	2	40	tiangong	tiangong	ADJ
american_scientific_journal-6146	2	41	university	university	NOUN
american_scientific_journal-6146	2	42	,	,	PUNCT
american_scientific_journal-6146	2	43	tianjin	tianjin	PROPN
american_scientific_journal-6146	2	44	,	,	PUNCT
american_scientific_journal-6146	2	45	300387,china	300387,china	PROPN
american_scientific_journal-6146	2	46	a	a	DET
american_scientific_journal-6146	2	47	email	email	NOUN
american_scientific_journal-6146	2	48	:	:	PUNCT
american_scientific_journal-6146	3	1	tangchunminga@hotmail.com	tangchunminga@hotmail.com	X
american_scientific_journal-6146	3	2	b	b	X
american_scientific_journal-6146	3	3	email	email	NOUN
american_scientific_journal-6146	3	4	:	:	PUNCT
american_scientific_journal-6146	3	5	307652409@qq.com	307652409@qq.com	NUM
american_scientific_journal-6146	3	6	c	c	NOUN
american_scientific_journal-6146	3	7	email	email	NOUN
american_scientific_journal-6146	3	8	:	:	PUNCT
american_scientific_journal-6146	3	9	1922489185@qq.com	1922489185@qq.com	NUM
american_scientific_journal-6146	3	10	abstract	abstract	NOUN
american_scientific_journal-6146	3	11	it	it	PRON
american_scientific_journal-6146	3	12	is	be	AUX
american_scientific_journal-6146	3	13	necessary	necessary	ADJ
american_scientific_journal-6146	3	14	for	for	SCONJ
american_scientific_journal-6146	3	15	workers	worker	NOUN
american_scientific_journal-6146	3	16	to	to	PART
american_scientific_journal-6146	3	17	wear	wear	VERB
american_scientific_journal-6146	3	18	helmets	helmet	NOUN
american_scientific_journal-6146	3	19	when	when	SCONJ
american_scientific_journal-6146	3	20	working	work	VERB
american_scientific_journal-6146	3	21	in	in	ADP
american_scientific_journal-6146	3	22	large	large	ADJ
american_scientific_journal-6146	3	23	construction	construction	NOUN
american_scientific_journal-6146	3	24	sites	site	NOUN
american_scientific_journal-6146	3	25	.	.	PUNCT
american_scientific_journal-6146	4	1	the	the	DET
american_scientific_journal-6146	4	2	traditional	traditional	ADJ
american_scientific_journal-6146	4	3	way	way	NOUN
american_scientific_journal-6146	4	4	to	to	PART
american_scientific_journal-6146	4	5	supervise	supervise	VERB
american_scientific_journal-6146	4	6	the	the	DET
american_scientific_journal-6146	4	7	workers	worker	NOUN
american_scientific_journal-6146	4	8	whether	whether	SCONJ
american_scientific_journal-6146	4	9	wearing	wear	VERB
american_scientific_journal-6146	4	10	helmets	helmet	NOUN
american_scientific_journal-6146	4	11	or	or	CCONJ
american_scientific_journal-6146	4	12	not	not	PART
american_scientific_journal-6146	4	13	for	for	ADP
american_scientific_journal-6146	4	14	safety	safety	NOUN
american_scientific_journal-6146	4	15	is	be	AUX
american_scientific_journal-6146	4	16	artificial	artificial	ADJ
american_scientific_journal-6146	4	17	,	,	PUNCT
american_scientific_journal-6146	4	18	which	which	PRON
american_scientific_journal-6146	4	19	have	have	AUX
american_scientific_journal-6146	4	20	brought	bring	VERB
american_scientific_journal-6146	4	21	out	out	ADP
american_scientific_journal-6146	4	22	many	many	ADJ
american_scientific_journal-6146	4	23	problems	problem	NOUN
american_scientific_journal-6146	4	24	such	such	ADJ
american_scientific_journal-6146	4	25	as	as	ADP
american_scientific_journal-6146	4	26	many	many	ADJ
american_scientific_journal-6146	4	27	blind	blind	ADJ
american_scientific_journal-6146	4	28	spots	spot	NOUN
american_scientific_journal-6146	4	29	,	,	PUNCT
american_scientific_journal-6146	4	30	labor	labor	NOUN
american_scientific_journal-6146	4	31	and	and	CCONJ
american_scientific_journal-6146	4	32	time	time	NOUN
american_scientific_journal-6146	4	33	costing	cost	VERB
american_scientific_journal-6146	4	34	.	.	PUNCT
american_scientific_journal-6146	5	1	since	since	SCONJ
american_scientific_journal-6146	5	2	a	a	DET
american_scientific_journal-6146	5	3	large	large	ADJ
american_scientific_journal-6146	5	4	number	number	NOUN
american_scientific_journal-6146	5	5	of	of	ADP
american_scientific_journal-6146	5	6	surveillance	surveillance	NOUN
american_scientific_journal-6146	5	7	cameras	camera	NOUN
american_scientific_journal-6146	5	8	are	be	AUX
american_scientific_journal-6146	5	9	currently	currently	ADV
american_scientific_journal-6146	5	10	installed	instal	VERB
american_scientific_journal-6146	5	11	in	in	ADP
american_scientific_journal-6146	5	12	these	these	DET
american_scientific_journal-6146	5	13	construction	construction	NOUN
american_scientific_journal-6146	5	14	sites	site	NOUN
american_scientific_journal-6146	5	15	,	,	PUNCT
american_scientific_journal-6146	5	16	the	the	DET
american_scientific_journal-6146	5	17	surveillance	surveillance	NOUN
american_scientific_journal-6146	5	18	video	video	NOUN
american_scientific_journal-6146	5	19	can	can	AUX
american_scientific_journal-6146	5	20	be	be	AUX
american_scientific_journal-6146	5	21	developed	develop	VERB
american_scientific_journal-6146	5	22	in	in	ADP
american_scientific_journal-6146	5	23	taking	take	VERB
american_scientific_journal-6146	5	24	the	the	DET
american_scientific_journal-6146	5	25	place	place	NOUN
american_scientific_journal-6146	5	26	of	of	ADP
american_scientific_journal-6146	5	27	human	human	ADJ
american_scientific_journal-6146	5	28	supervision	supervision	NOUN
american_scientific_journal-6146	5	29	in	in	ADP
american_scientific_journal-6146	5	30	an	an	DET
american_scientific_journal-6146	5	31	intelligent	intelligent	ADJ
american_scientific_journal-6146	5	32	way	way	NOUN
american_scientific_journal-6146	5	33	.	.	PUNCT
american_scientific_journal-6146	6	1	this	this	DET
american_scientific_journal-6146	6	2	paper	paper	NOUN
american_scientific_journal-6146	6	3	designs	design	VERB
american_scientific_journal-6146	6	4	a	a	DET
american_scientific_journal-6146	6	5	pedestrian	pedestrian	NOUN
american_scientific_journal-6146	6	6	and	and	CCONJ
american_scientific_journal-6146	6	7	helmet	helmet	NOUN
american_scientific_journal-6146	6	8	detection	detection	NOUN
american_scientific_journal-6146	6	9	network	network	NOUN
american_scientific_journal-6146	6	10	based	base	VERB
american_scientific_journal-6146	6	11	on	on	ADP
american_scientific_journal-6146	6	12	faster	fast	ADJ
american_scientific_journal-6146	6	13	r	r	NOUN
american_scientific_journal-6146	6	14	-	-	PUNCT
american_scientific_journal-6146	6	15	cnn	cnn	NOUN
american_scientific_journal-6146	6	16	.	.	PUNCT
american_scientific_journal-6146	7	1	in	in	ADP
american_scientific_journal-6146	7	2	feature	feature	NOUN
american_scientific_journal-6146	7	3	extraction	extraction	NOUN
american_scientific_journal-6146	7	4	,	,	PUNCT
american_scientific_journal-6146	7	5	we	we	PRON
american_scientific_journal-6146	7	6	have	have	AUX
american_scientific_journal-6146	7	7	chosen	choose	VERB
american_scientific_journal-6146	7	8	the	the	DET
american_scientific_journal-6146	7	9	residual	residual	ADJ
american_scientific_journal-6146	7	10	network	network	NOUN
american_scientific_journal-6146	7	11	(	(	PUNCT
american_scientific_journal-6146	7	12	resnet	resnet	NOUN
american_scientific_journal-6146	7	13	)	)	PUNCT
american_scientific_journal-6146	7	14	combined	combine	VERB
american_scientific_journal-6146	7	15	with	with	ADP
american_scientific_journal-6146	7	16	the	the	DET
american_scientific_journal-6146	7	17	feature	feature	NOUN
american_scientific_journal-6146	7	18	pyramid	pyramid	NOUN
american_scientific_journal-6146	7	19	network	network	NOUN
american_scientific_journal-6146	7	20	(	(	PUNCT
american_scientific_journal-6146	7	21	fpn	fpn	PROPN
american_scientific_journal-6146	7	22	)	)	PUNCT
american_scientific_journal-6146	7	23	because	because	SCONJ
american_scientific_journal-6146	7	24	the	the	DET
american_scientific_journal-6146	7	25	objects	object	NOUN
american_scientific_journal-6146	7	26	have	have	VERB
american_scientific_journal-6146	7	27	small	small	ADJ
american_scientific_journal-6146	7	28	size	size	NOUN
american_scientific_journal-6146	7	29	,	,	PUNCT
american_scientific_journal-6146	7	30	low	low	ADJ
american_scientific_journal-6146	7	31	resolution	resolution	NOUN
american_scientific_journal-6146	7	32	and	and	CCONJ
american_scientific_journal-6146	7	33	less	less	ADV
american_scientific_journal-6146	7	34	semantic	semantic	ADJ
american_scientific_journal-6146	7	35	information	information	NOUN
american_scientific_journal-6146	7	36	in	in	ADP
american_scientific_journal-6146	7	37	whole	whole	ADJ
american_scientific_journal-6146	7	38	scenes	scene	NOUN
american_scientific_journal-6146	7	39	.	.	PUNCT
american_scientific_journal-6146	8	1	we	we	PRON
american_scientific_journal-6146	8	2	have	have	AUX
american_scientific_journal-6146	8	3	also	also	ADV
american_scientific_journal-6146	8	4	designed	design	VERB
american_scientific_journal-6146	8	5	a	a	DET
american_scientific_journal-6146	8	6	parallel	parallel	ADJ
american_scientific_journal-6146	8	7	residual	residual	ADJ
american_scientific_journal-6146	8	8	block	block	NOUN
american_scientific_journal-6146	8	9	(	(	PUNCT
american_scientific_journal-6146	8	10	prb	prb	NOUN
american_scientific_journal-6146	8	11	)	)	PUNCT
american_scientific_journal-6146	8	12	combined	combine	VERB
american_scientific_journal-6146	8	13	with	with	ADP
american_scientific_journal-6146	8	14	the	the	DET
american_scientific_journal-6146	8	15	receptive	receptive	ADJ
american_scientific_journal-6146	8	16	field	field	NOUN
american_scientific_journal-6146	8	17	block	block	NOUN
american_scientific_journal-6146	8	18	(	(	PUNCT
american_scientific_journal-6146	8	19	rfb	rfb	PROPN
american_scientific_journal-6146	8	20	)	)	PUNCT
american_scientific_journal-6146	8	21	to	to	PART
american_scientific_journal-6146	8	22	strength	strength	VERB
american_scientific_journal-6146	8	23	feature	feature	NOUN
american_scientific_journal-6146	8	24	extraction	extraction	NOUN
american_scientific_journal-6146	8	25	.	.	PUNCT
american_scientific_journal-6146	9	1	the	the	DET
american_scientific_journal-6146	9	2	feature	feature	NOUN
american_scientific_journal-6146	9	3	maps	map	NOUN
american_scientific_journal-6146	9	4	obtained	obtain	VERB
american_scientific_journal-6146	9	5	from	from	ADP
american_scientific_journal-6146	9	6	different	different	ADJ
american_scientific_journal-6146	9	7	convolution	convolution	NOUN
american_scientific_journal-6146	9	8	layers	layer	NOUN
american_scientific_journal-6146	9	9	have	have	AUX
american_scientific_journal-6146	9	10	been	be	AUX
american_scientific_journal-6146	9	11	fused	fuse	VERB
american_scientific_journal-6146	9	12	twice	twice	ADV
american_scientific_journal-6146	9	13	.	.	PUNCT
american_scientific_journal-6146	10	1	and	and	CCONJ
american_scientific_journal-6146	10	2	we	we	PRON
american_scientific_journal-6146	10	3	have	have	AUX
american_scientific_journal-6146	10	4	studied	study	VERB
american_scientific_journal-6146	10	5	two	two	NUM
american_scientific_journal-6146	10	6	fusion	fusion	NOUN
american_scientific_journal-6146	10	7	methods	method	NOUN
american_scientific_journal-6146	10	8	.	.	PUNCT
american_scientific_journal-6146	11	1	experiment	experiment	NOUN
american_scientific_journal-6146	11	2	results	result	NOUN
american_scientific_journal-6146	11	3	from	from	ADP
american_scientific_journal-6146	11	4	our	our	PRON
american_scientific_journal-6146	11	5	own	own	ADJ
american_scientific_journal-6146	11	6	dataset	dataset	NOUN
american_scientific_journal-6146	11	7	show	show	NOUN
american_scientific_journal-6146	11	8	that	that	SCONJ
american_scientific_journal-6146	11	9	our	our	PRON
american_scientific_journal-6146	11	10	proposed	propose	VERB
american_scientific_journal-6146	11	11	detection	detection	NOUN
american_scientific_journal-6146	11	12	network	network	NOUN
american_scientific_journal-6146	11	13	improves	improve	VERB
american_scientific_journal-6146	11	14	the	the	DET
american_scientific_journal-6146	11	15	map	map	NOUN
american_scientific_journal-6146	11	16	by	by	ADP
american_scientific_journal-6146	11	17	8.74	8.74	NUM
american_scientific_journal-6146	11	18	%	%	NOUN
american_scientific_journal-6146	11	19	and	and	CCONJ
american_scientific_journal-6146	11	20	2.3	2.3	NUM
american_scientific_journal-6146	11	21	%	%	NOUN
american_scientific_journal-6146	11	22	respectively	respectively	ADV
american_scientific_journal-6146	11	23	compared	compare	VERB
american_scientific_journal-6146	11	24	with	with	ADP
american_scientific_journal-6146	11	25	yolov3	yolov3	PROPN
american_scientific_journal-6146	11	26	and	and	CCONJ
american_scientific_journal-6146	11	27	faster	fast	ADJ
american_scientific_journal-6146	11	28	r	r	X
american_scientific_journal-6146	11	29	-	-	PUNCT
american_scientific_journal-6146	11	30	cnn	cnn	PROPN
american_scientific_journal-6146	11	31	,	,	PUNCT
american_scientific_journal-6146	11	32	at	at	ADP
american_scientific_journal-6146	11	33	the	the	DET
american_scientific_journal-6146	11	34	cost	cost	NOUN
american_scientific_journal-6146	11	35	of	of	ADP
american_scientific_journal-6146	11	36	0.3	0.3	NUM
american_scientific_journal-6146	11	37	fps	fps	NOUN
american_scientific_journal-6146	11	38	slower	slow	ADJ
american_scientific_journal-6146	11	39	than	than	ADP
american_scientific_journal-6146	11	40	faster	fast	ADJ
american_scientific_journal-6146	11	41	r	r	NOUN
american_scientific_journal-6146	11	42	-	-	PUNCT
american_scientific_journal-6146	11	43	cnn	cnn	NOUN
american_scientific_journal-6146	11	44	.	.	PUNCT
american_scientific_journal-6146	12	1	keywords	keyword	NOUN
american_scientific_journal-6146	12	2	:	:	PUNCT
american_scientific_journal-6146	12	3	pedestrians	pedestrian	NOUN
american_scientific_journal-6146	12	4	and	and	CCONJ
american_scientific_journal-6146	12	5	helmets	helmet	NOUN
american_scientific_journal-6146	12	6	’	'	PUNCT
american_scientific_journal-6146	12	7	detection	detection	NOUN
american_scientific_journal-6146	12	8	;	;	PUNCT
american_scientific_journal-6146	12	9	large	large	ADJ
american_scientific_journal-6146	12	10	construction	construction	NOUN
american_scientific_journal-6146	12	11	site	site	NOUN
american_scientific_journal-6146	12	12	;	;	PUNCT
american_scientific_journal-6146	12	13	faster	fast	ADV
american_scientific_journal-6146	12	14	r	r	X
american_scientific_journal-6146	12	15	-	-	PUNCT
american_scientific_journal-6146	12	16	cnn	cnn	PROPN
american_scientific_journal-6146	12	17	;	;	PUNCT
american_scientific_journal-6146	12	18	parallel	parallel	ADJ
american_scientific_journal-6146	12	19	residual	residual	ADJ
american_scientific_journal-6146	12	20	block	block	NOUN
american_scientific_journal-6146	12	21	.	.	PUNCT
american_scientific_journal-6146	13	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-6146	14	1	*	*	PUNCT
american_scientific_journal-6146	14	2	corresponding	correspond	VERB
american_scientific_journal-6146	14	3	author	author	NOUN
american_scientific_journal-6146	14	4	.	.	PUNCT
american_scientific_journal-6146	15	1	american	american	PROPN
american_scientific_journal-6146	15	2	scientific	scientific	ADJ
american_scientific_journal-6146	15	3	research	research	PROPN
american_scientific_journal-6146	15	4	journal	journal	NOUN
american_scientific_journal-6146	15	5	for	for	ADP
american_scientific_journal-6146	15	6	engineering	engineering	NOUN
american_scientific_journal-6146	15	7	,	,	PUNCT
american_scientific_journal-6146	15	8	technology	technology	NOUN
american_scientific_journal-6146	15	9	,	,	PUNCT
american_scientific_journal-6146	15	10	and	and	CCONJ
american_scientific_journal-6146	15	11	sciences	science	NOUN
american_scientific_journal-6146	15	12	(	(	PUNCT
american_scientific_journal-6146	15	13	asrjets	asrjet	NOUN
american_scientific_journal-6146	15	14	)	)	PUNCT
american_scientific_journal-6146	15	15	(	(	PUNCT
american_scientific_journal-6146	15	16	2020	2020	NUM
american_scientific_journal-6146	15	17	)	)	PUNCT
american_scientific_journal-6146	15	18	volume	volume	NOUN
american_scientific_journal-6146	15	19	71	71	NUM
american_scientific_journal-6146	15	20	,	,	PUNCT
american_scientific_journal-6146	15	21	no	no	DET
american_scientific_journal-6146	15	22	1	1	NUM
american_scientific_journal-6146	15	23	,	,	PUNCT
american_scientific_journal-6146	15	24	pp	pp	ADV
american_scientific_journal-6146	15	25	220	220	NUM
american_scientific_journal-6146	15	26	-	-	SYM
american_scientific_journal-6146	15	27	228	228	NUM
american_scientific_journal-6146	15	28	221	221	NUM
american_scientific_journal-6146	15	29	1	1	NUM
american_scientific_journal-6146	15	30	.	.	PUNCT
american_scientific_journal-6146	15	31	introduction	introduction	NOUN
american_scientific_journal-6146	15	32	the	the	DET
american_scientific_journal-6146	15	33	helmet	helmet	NOUN
american_scientific_journal-6146	15	34	and	and	CCONJ
american_scientific_journal-6146	15	35	pedestrian	pedestrian	NOUN
american_scientific_journal-6146	15	36	detection	detection	NOUN
american_scientific_journal-6146	15	37	are	be	AUX
american_scientific_journal-6146	15	38	classified	classify	VERB
american_scientific_journal-6146	15	39	into	into	ADP
american_scientific_journal-6146	15	40	close	close	ADJ
american_scientific_journal-6146	15	41	shot	shot	NOUN
american_scientific_journal-6146	15	42	and	and	CCONJ
american_scientific_journal-6146	15	43	whole	whole	ADJ
american_scientific_journal-6146	15	44	scene	scene	NOUN
american_scientific_journal-6146	15	45	detection	detection	NOUN
american_scientific_journal-6146	15	46	.	.	PUNCT
american_scientific_journal-6146	16	1	close	close	ADJ
american_scientific_journal-6146	16	2	shot	shot	NOUN
american_scientific_journal-6146	16	3	detection	detection	NOUN
american_scientific_journal-6146	16	4	is	be	AUX
american_scientific_journal-6146	16	5	easy	easy	ADJ
american_scientific_journal-6146	16	6	to	to	PART
american_scientific_journal-6146	16	7	implement	implement	VERB
american_scientific_journal-6146	16	8	,	,	PUNCT
american_scientific_journal-6146	16	9	and	and	CCONJ
american_scientific_journal-6146	16	10	many	many	ADJ
american_scientific_journal-6146	16	11	existing	exist	VERB
american_scientific_journal-6146	16	12	detection	detection	NOUN
american_scientific_journal-6146	16	13	networks	network	NOUN
american_scientific_journal-6146	16	14	can	can	AUX
american_scientific_journal-6146	16	15	solve	solve	VERB
american_scientific_journal-6146	16	16	it	it	PRON
american_scientific_journal-6146	16	17	.	.	PUNCT
american_scientific_journal-6146	17	1	while	while	SCONJ
american_scientific_journal-6146	17	2	whole	whole	ADJ
american_scientific_journal-6146	17	3	scene	scene	NOUN
american_scientific_journal-6146	17	4	detection	detection	NOUN
american_scientific_journal-6146	17	5	,	,	PUNCT
american_scientific_journal-6146	17	6	like	like	ADP
american_scientific_journal-6146	17	7	in	in	ADP
american_scientific_journal-6146	17	8	harbor	harbor	NOUN
american_scientific_journal-6146	17	9	,	,	PUNCT
american_scientific_journal-6146	17	10	the	the	DET
american_scientific_journal-6146	17	11	states	state	NOUN
american_scientific_journal-6146	17	12	of	of	ADP
american_scientific_journal-6146	17	13	art	art	NOUN
american_scientific_journal-6146	17	14	of	of	ADP
american_scientific_journal-6146	17	15	detection	detection	NOUN
american_scientific_journal-6146	17	16	networks	network	NOUN
american_scientific_journal-6146	17	17	do	do	AUX
american_scientific_journal-6146	17	18	not	not	PART
american_scientific_journal-6146	17	19	work	work	VERB
american_scientific_journal-6146	17	20	.	.	PUNCT
american_scientific_journal-6146	18	1	therefore	therefore	ADV
american_scientific_journal-6146	18	2	,	,	PUNCT
american_scientific_journal-6146	18	3	our	our	PRON
american_scientific_journal-6146	18	4	paper	paper	NOUN
american_scientific_journal-6146	18	5	focuses	focus	VERB
american_scientific_journal-6146	18	6	on	on	ADP
american_scientific_journal-6146	18	7	solving	solve	VERB
american_scientific_journal-6146	18	8	the	the	DET
american_scientific_journal-6146	18	9	problem	problem	NOUN
american_scientific_journal-6146	18	10	.	.	PUNCT
american_scientific_journal-6146	19	1	in	in	ADP
american_scientific_journal-6146	19	2	the	the	DET
american_scientific_journal-6146	19	3	harbor	harbor	NOUN
american_scientific_journal-6146	19	4	’s	’s	PART
american_scientific_journal-6146	19	5	whole	whole	ADJ
american_scientific_journal-6146	19	6	scene	scene	NOUN
american_scientific_journal-6146	19	7	surveillance	surveillance	NOUN
american_scientific_journal-6146	19	8	view	view	NOUN
american_scientific_journal-6146	19	9	,	,	PUNCT
american_scientific_journal-6146	19	10	the	the	DET
american_scientific_journal-6146	19	11	workers	worker	NOUN
american_scientific_journal-6146	19	12	are	be	AUX
american_scientific_journal-6146	19	13	usually	usually	ADV
american_scientific_journal-6146	19	14	very	very	ADV
american_scientific_journal-6146	19	15	small	small	ADJ
american_scientific_journal-6146	19	16	compared	compare	VERB
american_scientific_journal-6146	19	17	to	to	ADP
american_scientific_journal-6146	19	18	the	the	DET
american_scientific_journal-6146	19	19	size	size	NOUN
american_scientific_journal-6146	19	20	of	of	ADP
american_scientific_journal-6146	19	21	the	the	DET
american_scientific_journal-6146	19	22	whole	whole	ADJ
american_scientific_journal-6146	19	23	image	image	NOUN
american_scientific_journal-6146	19	24	,	,	PUNCT
american_scientific_journal-6146	19	25	the	the	DET
american_scientific_journal-6146	19	26	minimal	minimal	ADJ
american_scientific_journal-6146	19	27	value	value	NOUN
american_scientific_journal-6146	19	28	is	be	AUX
american_scientific_journal-6146	19	29	0.13	0.13	NUM
american_scientific_journal-6146	19	30	%	%	NOUN
american_scientific_journal-6146	19	31	in	in	ADP
american_scientific_journal-6146	19	32	occupied	occupied	ADJ
american_scientific_journal-6146	19	33	area	area	NOUN
american_scientific_journal-6146	19	34	proportion	proportion	NOUN
american_scientific_journal-6146	19	35	.	.	PUNCT
american_scientific_journal-6146	20	1	and	and	CCONJ
american_scientific_journal-6146	20	2	their	their	PRON
american_scientific_journal-6146	20	3	helmets	helmet	NOUN
american_scientific_journal-6146	20	4	are	be	AUX
american_scientific_journal-6146	20	5	even	even	ADV
american_scientific_journal-6146	20	6	smaller	small	ADJ
american_scientific_journal-6146	20	7	.	.	PUNCT
american_scientific_journal-6146	21	1	the	the	DET
american_scientific_journal-6146	21	2	difficulties	difficulty	NOUN
american_scientific_journal-6146	21	3	in	in	ADP
american_scientific_journal-6146	21	4	small	small	ADJ
american_scientific_journal-6146	21	5	objects	object	NOUN
american_scientific_journal-6146	21	6	detection	detection	NOUN
american_scientific_journal-6146	21	7	are	be	AUX
american_scientific_journal-6146	21	8	their	their	PRON
american_scientific_journal-6146	21	9	low	low	ADJ
american_scientific_journal-6146	21	10	resolution	resolution	NOUN
american_scientific_journal-6146	21	11	and	and	CCONJ
american_scientific_journal-6146	21	12	little	little	ADJ
american_scientific_journal-6146	21	13	semantic	semantic	ADJ
american_scientific_journal-6146	21	14	information	information	NOUN
american_scientific_journal-6146	21	15	.	.	PUNCT
american_scientific_journal-6146	22	1	the	the	DET
american_scientific_journal-6146	22	2	detection	detection	NOUN
american_scientific_journal-6146	22	3	networks	network	NOUN
american_scientific_journal-6146	22	4	are	be	AUX
american_scientific_journal-6146	22	5	mainly	mainly	ADV
american_scientific_journal-6146	22	6	two	two	NUM
american_scientific_journal-6146	22	7	categories	category	NOUN
american_scientific_journal-6146	22	8	so	so	ADV
american_scientific_journal-6146	22	9	far	far	ADV
american_scientific_journal-6146	22	10	which	which	PRON
american_scientific_journal-6146	22	11	is	be	AUX
american_scientific_journal-6146	22	12	a	a	DET
american_scientific_journal-6146	22	13	two	two	NUM
american_scientific_journal-6146	22	14	-	-	PUNCT
american_scientific_journal-6146	22	15	stage	stage	NOUN
american_scientific_journal-6146	22	16	region	region	NOUN
american_scientific_journal-6146	22	17	proposal	proposal	NOUN
american_scientific_journal-6146	22	18	object	object	NOUN
american_scientific_journal-6146	22	19	detection	detection	NOUN
american_scientific_journal-6146	22	20	,	,	PUNCT
american_scientific_journal-6146	22	21	such	such	ADJ
american_scientific_journal-6146	22	22	as	as	ADP
american_scientific_journal-6146	22	23	r	r	NOUN
american_scientific_journal-6146	22	24	-	-	PUNCT
american_scientific_journal-6146	22	25	cnn	cnn	NOUN
american_scientific_journal-6146	22	26	[	[	X
american_scientific_journal-6146	22	27	1	1	NUM
american_scientific_journal-6146	22	28	]	]	PUNCT
american_scientific_journal-6146	22	29	,	,	PUNCT
american_scientific_journal-6146	22	30	fast	fast	ADJ
american_scientific_journal-6146	22	31	r	r	NOUN
american_scientific_journal-6146	22	32	-	-	PUNCT
american_scientific_journal-6146	22	33	cnn	cnn	NOUN
american_scientific_journal-6146	22	34	[	[	X
american_scientific_journal-6146	22	35	2	2	NUM
american_scientific_journal-6146	22	36	]	]	PUNCT
american_scientific_journal-6146	22	37	,	,	PUNCT
american_scientific_journal-6146	22	38	faster	fast	ADV
american_scientific_journal-6146	22	39	r	r	VERB
american_scientific_journal-6146	22	40	-	-	PUNCT
american_scientific_journal-6146	22	41	cnn	cnn	NOUN
american_scientific_journal-6146	23	1	[	[	X
american_scientific_journal-6146	23	2	3	3	NUM
american_scientific_journal-6146	23	3	]	]	PUNCT
american_scientific_journal-6146	23	4	,	,	PUNCT
american_scientific_journal-6146	23	5	r	r	X
american_scientific_journal-6146	23	6	-	-	PUNCT
american_scientific_journal-6146	23	7	fcn	fcn	NOUN
american_scientific_journal-6146	24	1	[	[	X
american_scientific_journal-6146	24	2	4	4	NUM
american_scientific_journal-6146	24	3	]	]	PUNCT
american_scientific_journal-6146	24	4	and	and	CCONJ
american_scientific_journal-6146	24	5	a	a	DET
american_scientific_journal-6146	24	6	one	one	NUM
american_scientific_journal-6146	24	7	-	-	PUNCT
american_scientific_journal-6146	24	8	stage	stage	NOUN
american_scientific_journal-6146	24	9	single	single	ADJ
american_scientific_journal-6146	24	10	object	object	NOUN
american_scientific_journal-6146	24	11	detection	detection	NOUN
american_scientific_journal-6146	24	12	,	,	PUNCT
american_scientific_journal-6146	24	13	such	such	ADJ
american_scientific_journal-6146	24	14	as	as	ADP
american_scientific_journal-6146	24	15	ssd	ssd	NOUN
american_scientific_journal-6146	24	16	[	[	X
american_scientific_journal-6146	24	17	5	5	NUM
american_scientific_journal-6146	24	18	]	]	PUNCT
american_scientific_journal-6146	24	19	,	,	PUNCT
american_scientific_journal-6146	24	20	yolo	yolo	PROPN
american_scientific_journal-6146	25	1	[	[	X
american_scientific_journal-6146	25	2	6	6	NUM
american_scientific_journal-6146	25	3	]	]	PUNCT
american_scientific_journal-6146	25	4	and	and	CCONJ
american_scientific_journal-6146	25	5	retinanet	retinanet	NOUN
american_scientific_journal-6146	26	1	[	[	X
american_scientific_journal-6146	26	2	7	7	NUM
american_scientific_journal-6146	26	3	]	]	PUNCT
american_scientific_journal-6146	26	4	.	.	PUNCT
american_scientific_journal-6146	27	1	the	the	DET
american_scientific_journal-6146	27	2	characteristics	characteristic	NOUN
american_scientific_journal-6146	27	3	of	of	ADP
american_scientific_journal-6146	27	4	the	the	DET
american_scientific_journal-6146	27	5	former	former	ADJ
american_scientific_journal-6146	27	6	is	be	AUX
american_scientific_journal-6146	27	7	higher	high	ADJ
american_scientific_journal-6146	27	8	accuracy	accuracy	NOUN
american_scientific_journal-6146	27	9	and	and	CCONJ
american_scientific_journal-6146	27	10	slower	slow	ADJ
american_scientific_journal-6146	27	11	speed	speed	NOUN
american_scientific_journal-6146	27	12	while	while	SCONJ
american_scientific_journal-6146	27	13	the	the	DET
american_scientific_journal-6146	27	14	latter	latter	NOUN
american_scientific_journal-6146	27	15	is	be	AUX
american_scientific_journal-6146	27	16	on	on	ADP
american_scientific_journal-6146	27	17	the	the	DET
american_scientific_journal-6146	27	18	contrary	contrary	NOUN
american_scientific_journal-6146	27	19	.	.	PUNCT
american_scientific_journal-6146	28	1	it	it	PRON
american_scientific_journal-6146	28	2	is	be	AUX
american_scientific_journal-6146	28	3	reasonable	reasonable	ADJ
american_scientific_journal-6146	28	4	to	to	PART
american_scientific_journal-6146	28	5	choose	choose	VERB
american_scientific_journal-6146	28	6	the	the	DET
american_scientific_journal-6146	28	7	latter	latter	ADJ
american_scientific_journal-6146	28	8	in	in	ADP
american_scientific_journal-6146	28	9	engineering	engineering	NOUN
american_scientific_journal-6146	28	10	application	application	NOUN
american_scientific_journal-6146	28	11	.	.	PUNCT
american_scientific_journal-6146	29	1	as	as	SCONJ
american_scientific_journal-6146	29	2	small	small	ADJ
american_scientific_journal-6146	29	3	objects	object	NOUN
american_scientific_journal-6146	29	4	effect	effect	NOUN
american_scientific_journal-6146	29	5	on	on	ADP
american_scientific_journal-6146	29	6	the	the	DET
american_scientific_journal-6146	29	7	detection	detection	NOUN
american_scientific_journal-6146	29	8	accuracy	accuracy	NOUN
american_scientific_journal-6146	29	9	immensely	immensely	ADV
american_scientific_journal-6146	29	10	,	,	PUNCT
american_scientific_journal-6146	29	11	we	we	PRON
american_scientific_journal-6146	29	12	choose	choose	VERB
american_scientific_journal-6146	29	13	the	the	DET
american_scientific_journal-6146	29	14	former	former	ADJ
american_scientific_journal-6146	29	15	to	to	PART
american_scientific_journal-6146	29	16	develop	develop	VERB
american_scientific_journal-6146	29	17	while	while	SCONJ
american_scientific_journal-6146	29	18	sacrificing	sacrifice	VERB
american_scientific_journal-6146	29	19	the	the	DET
american_scientific_journal-6146	29	20	speed	speed	NOUN
american_scientific_journal-6146	29	21	.	.	PUNCT
american_scientific_journal-6146	30	1	2	2	X
american_scientific_journal-6146	30	2	.	.	X
american_scientific_journal-6146	30	3	related	relate	VERB
american_scientific_journal-6146	30	4	works	work	NOUN
american_scientific_journal-6146	30	5	2.1	2.1	NUM
american_scientific_journal-6146	30	6	.	.	PUNCT
american_scientific_journal-6146	31	1	traditional	traditional	ADJ
american_scientific_journal-6146	31	2	pedestrian	pedestrian	NOUN
american_scientific_journal-6146	31	3	and	and	CCONJ
american_scientific_journal-6146	31	4	helmet	helmet	NOUN
american_scientific_journal-6146	31	5	detection	detection	NOUN
american_scientific_journal-6146	31	6	algorithm	algorithm	NOUN
american_scientific_journal-6146	31	7	traditional	traditional	ADJ
american_scientific_journal-6146	31	8	pedestrian	pedestrian	NOUN
american_scientific_journal-6146	31	9	detection	detection	NOUN
american_scientific_journal-6146	31	10	algorithms	algorithm	NOUN
american_scientific_journal-6146	31	11	include	include	VERB
american_scientific_journal-6146	31	12	gradient	gradient	ADJ
american_scientific_journal-6146	31	13	histograms	histogram	NOUN
american_scientific_journal-6146	31	14	of	of	ADP
american_scientific_journal-6146	31	15	interest	interest	NOUN
american_scientific_journal-6146	31	16	[	[	X
american_scientific_journal-6146	31	17	8	8	NUM
american_scientific_journal-6146	31	18	]	]	PUNCT
american_scientific_journal-6146	31	19	,	,	PUNCT
american_scientific_journal-6146	31	20	real	real	ADJ
american_scientific_journal-6146	31	21	-	-	PUNCT
american_scientific_journal-6146	31	22	time	time	NOUN
american_scientific_journal-6146	31	23	pedestrian	pedestrian	NOUN
american_scientific_journal-6146	31	24	detection	detection	NOUN
american_scientific_journal-6146	31	25	system	system	NOUN
american_scientific_journal-6146	31	26	based	base	VERB
american_scientific_journal-6146	31	27	on	on	ADP
american_scientific_journal-6146	31	28	adaboost	adaboost	ADV
american_scientific_journal-6146	32	1	[	[	X
american_scientific_journal-6146	32	2	9	9	NUM
american_scientific_journal-6146	32	3	]	]	PUNCT
american_scientific_journal-6146	32	4	and	and	CCONJ
american_scientific_journal-6146	32	5	some	some	DET
american_scientific_journal-6146	32	6	others	other	NOUN
american_scientific_journal-6146	32	7	.	.	PUNCT
american_scientific_journal-6146	33	1	traditional	traditional	ADJ
american_scientific_journal-6146	33	2	helmet	helmet	NOUN
american_scientific_journal-6146	33	3	detection	detection	NOUN
american_scientific_journal-6146	33	4	algorithms	algorithm	NOUN
american_scientific_journal-6146	33	5	include	include	VERB
american_scientific_journal-6146	33	6	skin	skin	NOUN
american_scientific_journal-6146	33	7	color	color	NOUN
american_scientific_journal-6146	33	8	detection	detection	NOUN
american_scientific_journal-6146	33	9	and	and	CCONJ
american_scientific_journal-6146	33	10	hu	hu	NOUN
american_scientific_journal-6146	33	11	moment	moment	NOUN
american_scientific_journal-6146	34	1	[	[	X
american_scientific_journal-6146	34	2	10	10	NUM
american_scientific_journal-6146	34	3	]	]	PUNCT
american_scientific_journal-6146	34	4	,	,	PUNCT
american_scientific_journal-6146	34	5	color	color	NOUN
american_scientific_journal-6146	34	6	and	and	CCONJ
american_scientific_journal-6146	34	7	shape	shape	NOUN
american_scientific_journal-6146	34	8	-	-	PUNCT
american_scientific_journal-6146	34	9	based	base	VERB
american_scientific_journal-6146	34	10	helmet	helmet	NOUN
american_scientific_journal-6146	34	11	recognition	recognition	NOUN
american_scientific_journal-6146	35	1	[	[	X
american_scientific_journal-6146	35	2	11	11	NUM
american_scientific_journal-6146	35	3	]	]	PUNCT
american_scientific_journal-6146	35	4	and	and	CCONJ
american_scientific_journal-6146	35	5	some	some	DET
american_scientific_journal-6146	35	6	others	other	NOUN
american_scientific_journal-6146	35	7	.	.	PUNCT
american_scientific_journal-6146	36	1	all	all	DET
american_scientific_journal-6146	36	2	these	these	PRON
american_scientific_journal-6146	36	3	have	have	AUX
american_scientific_journal-6146	36	4	been	be	AUX
american_scientific_journal-6146	36	5	implemented	implement	VERB
american_scientific_journal-6146	36	6	on	on	ADP
american_scientific_journal-6146	36	7	the	the	DET
american_scientific_journal-6146	36	8	close	close	ADJ
american_scientific_journal-6146	36	9	shot	shot	NOUN
american_scientific_journal-6146	36	10	detection	detection	NOUN
american_scientific_journal-6146	36	11	while	while	SCONJ
american_scientific_journal-6146	36	12	failing	fail	VERB
american_scientific_journal-6146	36	13	in	in	ADP
american_scientific_journal-6146	36	14	some	some	DET
american_scientific_journal-6146	36	15	whole	whole	ADJ
american_scientific_journal-6146	36	16	scene	scene	NOUN
american_scientific_journal-6146	36	17	construction	construction	NOUN
american_scientific_journal-6146	36	18	sites	site	NOUN
american_scientific_journal-6146	36	19	.	.	PUNCT
american_scientific_journal-6146	37	1	2.2	2.2	NUM
american_scientific_journal-6146	37	2	.	.	PUNCT
american_scientific_journal-6146	37	3	pedestrian	pedestrian	NOUN
american_scientific_journal-6146	37	4	and	and	CCONJ
american_scientific_journal-6146	37	5	helmet	helmet	NOUN
american_scientific_journal-6146	37	6	detection	detection	NOUN
american_scientific_journal-6146	37	7	based	base	VERB
american_scientific_journal-6146	37	8	on	on	ADP
american_scientific_journal-6146	37	9	deep	deep	ADJ
american_scientific_journal-6146	37	10	learning	learning	NOUN
american_scientific_journal-6146	37	11	compared	compare	VERB
american_scientific_journal-6146	37	12	with	with	ADP
american_scientific_journal-6146	37	13	the	the	DET
american_scientific_journal-6146	37	14	traditional	traditional	ADJ
american_scientific_journal-6146	37	15	detection	detection	NOUN
american_scientific_journal-6146	37	16	algorithms	algorithm	NOUN
american_scientific_journal-6146	37	17	,	,	PUNCT
american_scientific_journal-6146	37	18	deep	deep	ADJ
american_scientific_journal-6146	37	19	learning	learning	NOUN
american_scientific_journal-6146	37	20	can	can	AUX
american_scientific_journal-6146	37	21	usually	usually	ADV
american_scientific_journal-6146	37	22	obtain	obtain	VERB
american_scientific_journal-6146	37	23	higher	high	ADJ
american_scientific_journal-6146	37	24	detection	detection	NOUN
american_scientific_journal-6146	37	25	accuracy	accuracy	NOUN
american_scientific_journal-6146	37	26	,	,	PUNCT
american_scientific_journal-6146	37	27	more	more	ADV
american_scientific_journal-6146	37	28	accurate	accurate	ADJ
american_scientific_journal-6146	37	29	bounding	bounding	NOUN
american_scientific_journal-6146	37	30	box	box	NOUN
american_scientific_journal-6146	37	31	borders	border	NOUN
american_scientific_journal-6146	37	32	,	,	PUNCT
american_scientific_journal-6146	37	33	and	and	CCONJ
american_scientific_journal-6146	37	34	lower	lower	ADV
american_scientific_journal-6146	37	35	missed	miss	VERB
american_scientific_journal-6146	37	36	and	and	CCONJ
american_scientific_journal-6146	37	37	false	false	ADJ
american_scientific_journal-6146	37	38	detection	detection	NOUN
american_scientific_journal-6146	37	39	rate	rate	NOUN
american_scientific_journal-6146	37	40	.	.	PUNCT
american_scientific_journal-6146	38	1	some	some	DET
american_scientific_journal-6146	38	2	networks	network	NOUN
american_scientific_journal-6146	38	3	are	be	AUX
american_scientific_journal-6146	38	4	applicable	applicable	ADJ
american_scientific_journal-6146	38	5	to	to	ADP
american_scientific_journal-6146	38	6	pedestrian	pedestrian	NOUN
american_scientific_journal-6146	38	7	detection	detection	NOUN
american_scientific_journal-6146	38	8	[	[	X
american_scientific_journal-6146	38	9	12	12	NUM
american_scientific_journal-6146	38	10	]	]	PUNCT
american_scientific_journal-6146	38	11	or	or	CCONJ
american_scientific_journal-6146	38	12	helmet	helmet	NOUN
american_scientific_journal-6146	38	13	detection	detection	NOUN
american_scientific_journal-6146	38	14	[	[	X
american_scientific_journal-6146	38	15	13	13	NUM
american_scientific_journal-6146	38	16	]	]	PUNCT
american_scientific_journal-6146	38	17	in	in	ADP
american_scientific_journal-6146	38	18	relatively	relatively	ADV
american_scientific_journal-6146	38	19	close	close	ADJ
american_scientific_journal-6146	38	20	shot	shot	NOUN
american_scientific_journal-6146	38	21	with	with	ADP
american_scientific_journal-6146	38	22	fairly	fairly	ADV
american_scientific_journal-6146	38	23	satisfactory	satisfactory	ADJ
american_scientific_journal-6146	38	24	results	result	NOUN
american_scientific_journal-6146	38	25	so	so	ADV
american_scientific_journal-6146	38	26	far	far	ADV
american_scientific_journal-6146	38	27	.	.	PUNCT
american_scientific_journal-6146	39	1	but	but	CCONJ
american_scientific_journal-6146	39	2	few	few	ADJ
american_scientific_journal-6146	39	3	networks	network	NOUN
american_scientific_journal-6146	39	4	can	can	AUX
american_scientific_journal-6146	39	5	detect	detect	VERB
american_scientific_journal-6146	39	6	pedestrians	pedestrian	NOUN
american_scientific_journal-6146	39	7	and	and	CCONJ
american_scientific_journal-6146	39	8	helmet	helmet	NOUN
american_scientific_journal-6146	39	9	at	at	ADP
american_scientific_journal-6146	39	10	the	the	DET
american_scientific_journal-6146	39	11	same	same	ADJ
american_scientific_journal-6146	39	12	time	time	NOUN
american_scientific_journal-6146	39	13	.	.	PUNCT
american_scientific_journal-6146	40	1	we	we	PRON
american_scientific_journal-6146	40	2	improve	improve	VERB
american_scientific_journal-6146	40	3	the	the	DET
american_scientific_journal-6146	40	4	faster	fast	ADJ
american_scientific_journal-6146	40	5	r	r	NOUN
american_scientific_journal-6146	40	6	-	-	PUNCT
american_scientific_journal-6146	40	7	cnn	cnn	NOUN
american_scientific_journal-6146	40	8	to	to	PART
american_scientific_journal-6146	40	9	detect	detect	VERB
american_scientific_journal-6146	40	10	pedestrians	pedestrian	NOUN
american_scientific_journal-6146	40	11	and	and	CCONJ
american_scientific_journal-6146	40	12	helmets	helmet	NOUN
american_scientific_journal-6146	40	13	simultaneously	simultaneously	ADV
american_scientific_journal-6146	40	14	with	with	ADP
american_scientific_journal-6146	40	15	small	small	ADJ
american_scientific_journal-6146	40	16	size	size	NOUN
american_scientific_journal-6146	40	17	in	in	ADP
american_scientific_journal-6146	40	18	low	low	ADJ
american_scientific_journal-6146	40	19	-	-	PUNCT
american_scientific_journal-6146	40	20	resolution	resolution	NOUN
american_scientific_journal-6146	40	21	.	.	PUNCT
american_scientific_journal-6146	41	1	3	3	X
american_scientific_journal-6146	41	2	.	.	X
american_scientific_journal-6146	41	3	approach	approach	VERB
american_scientific_journal-6146	41	4	the	the	DET
american_scientific_journal-6146	41	5	structure	structure	NOUN
american_scientific_journal-6146	41	6	of	of	ADP
american_scientific_journal-6146	41	7	our	our	PRON
american_scientific_journal-6146	41	8	network	network	NOUN
american_scientific_journal-6146	41	9	based	base	VERB
american_scientific_journal-6146	41	10	on	on	ADP
american_scientific_journal-6146	41	11	faster	fast	ADJ
american_scientific_journal-6146	41	12	r	r	NOUN
american_scientific_journal-6146	41	13	-	-	PUNCT
american_scientific_journal-6146	41	14	cnn	cnn	NOUN
american_scientific_journal-6146	41	15	for	for	ADP
american_scientific_journal-6146	41	16	the	the	DET
american_scientific_journal-6146	41	17	detection	detection	NOUN
american_scientific_journal-6146	41	18	of	of	ADP
american_scientific_journal-6146	41	19	pedestrians	pedestrian	NOUN
american_scientific_journal-6146	41	20	and	and	CCONJ
american_scientific_journal-6146	41	21	helmets	helmet	NOUN
american_scientific_journal-6146	41	22	is	be	AUX
american_scientific_journal-6146	41	23	shown	show	VERB
american_scientific_journal-6146	41	24	in	in	ADP
american_scientific_journal-6146	41	25	figure	figure	NOUN
american_scientific_journal-6146	41	26	1	1	NUM
american_scientific_journal-6146	41	27	,	,	PUNCT
american_scientific_journal-6146	41	28	which	which	PRON
american_scientific_journal-6146	41	29	the	the	DET
american_scientific_journal-6146	41	30	feature	feature	NOUN
american_scientific_journal-6146	41	31	extraction	extraction	NOUN
american_scientific_journal-6146	41	32	network	network	NOUN
american_scientific_journal-6146	41	33	is	be	AUX
american_scientific_journal-6146	41	34	improved	improve	VERB
american_scientific_journal-6146	41	35	and	and	CCONJ
american_scientific_journal-6146	41	36	the	the	DET
american_scientific_journal-6146	41	37	roi	roi	NOUN
american_scientific_journal-6146	41	38	pooling	pooling	NOUN
american_scientific_journal-6146	41	39	is	be	AUX
american_scientific_journal-6146	41	40	replaced	replace	VERB
american_scientific_journal-6146	41	41	by	by	ADP
american_scientific_journal-6146	41	42	roi	roi	NOUN
american_scientific_journal-6146	41	43	align	align	NOUN
american_scientific_journal-6146	42	1	[	[	X
american_scientific_journal-6146	42	2	14	14	NUM
american_scientific_journal-6146	42	3	]	]	PUNCT
american_scientific_journal-6146	42	4	,	,	PUNCT
american_scientific_journal-6146	42	5	roi	roi	NOUN
american_scientific_journal-6146	42	6	align	align	NOUN
american_scientific_journal-6146	42	7	performs	perform	VERB
american_scientific_journal-6146	42	8	better	well	ADV
american_scientific_journal-6146	42	9	in	in	ADP
american_scientific_journal-6146	42	10	small	small	ADJ
american_scientific_journal-6146	42	11	object	object	NOUN
american_scientific_journal-6146	42	12	detection	detection	NOUN
american_scientific_journal-6146	42	13	.	.	PUNCT
american_scientific_journal-6146	43	1	american	american	ADJ
american_scientific_journal-6146	43	2	scientific	scientific	ADJ
american_scientific_journal-6146	43	3	research	research	PROPN
american_scientific_journal-6146	43	4	journal	journal	NOUN
american_scientific_journal-6146	43	5	for	for	ADP
american_scientific_journal-6146	43	6	engineering	engineering	NOUN
american_scientific_journal-6146	43	7	,	,	PUNCT
american_scientific_journal-6146	43	8	technology	technology	NOUN
american_scientific_journal-6146	43	9	,	,	PUNCT
american_scientific_journal-6146	43	10	and	and	CCONJ
american_scientific_journal-6146	43	11	sciences	science	NOUN
american_scientific_journal-6146	43	12	(	(	PUNCT
american_scientific_journal-6146	43	13	asrjets	asrjet	NOUN
american_scientific_journal-6146	43	14	)	)	PUNCT
american_scientific_journal-6146	43	15	(	(	PUNCT
american_scientific_journal-6146	43	16	2020	2020	NUM
american_scientific_journal-6146	43	17	)	)	PUNCT
american_scientific_journal-6146	43	18	volume	volume	NOUN
american_scientific_journal-6146	43	19	71	71	NUM
american_scientific_journal-6146	43	20	,	,	PUNCT
american_scientific_journal-6146	43	21	no	no	DET
american_scientific_journal-6146	43	22	1	1	NUM
american_scientific_journal-6146	43	23	,	,	PUNCT
american_scientific_journal-6146	43	24	pp	pp	ADV
american_scientific_journal-6146	43	25	220	220	NUM
american_scientific_journal-6146	43	26	-	-	SYM
american_scientific_journal-6146	43	27	228	228	NUM
american_scientific_journal-6146	43	28	222	222	NUM
american_scientific_journal-6146	43	29	image	image	NOUN
american_scientific_journal-6146	43	30	/	/	SYM
american_scientific_journal-6146	43	31	video	video	NOUN
american_scientific_journal-6146	43	32	improved	improve	VERB
american_scientific_journal-6146	43	33	feature	feature	NOUN
american_scientific_journal-6146	43	34	extraction	extraction	NOUN
american_scientific_journal-6146	43	35	network	network	NOUN
american_scientific_journal-6146	43	36	feature	feature	NOUN
american_scientific_journal-6146	43	37	maps	map	NOUN
american_scientific_journal-6146	43	38	rpn	rpn	PROPN
american_scientific_journal-6146	43	39	region	region	PROPN
american_scientific_journal-6146	43	40	proposal	proposal	NOUN
american_scientific_journal-6146	43	41	roi	roi	NOUN
american_scientific_journal-6146	43	42	align	align	PROPN
american_scientific_journal-6146	43	43	fc	fc	PROPN
american_scientific_journal-6146	43	44	fc	fc	PROPN
american_scientific_journal-6146	43	45	fc	fc	PROPN
american_scientific_journal-6146	43	46	classification	classification	NOUN
american_scientific_journal-6146	43	47	bounding	bounding	NOUN
american_scientific_journal-6146	43	48	box	box	NOUN
american_scientific_journal-6146	43	49	regression	regression	NOUN
american_scientific_journal-6146	43	50	figure	figure	NOUN
american_scientific_journal-6146	43	51	1	1	NUM
american_scientific_journal-6146	43	52	:	:	PUNCT
american_scientific_journal-6146	43	53	structure	structure	NOUN
american_scientific_journal-6146	43	54	of	of	ADP
american_scientific_journal-6146	43	55	our	our	PRON
american_scientific_journal-6146	43	56	improved	improved	ADJ
american_scientific_journal-6146	43	57	network	network	NOUN
american_scientific_journal-6146	43	58	3.1	3.1	NUM
american_scientific_journal-6146	43	59	.	.	PUNCT
american_scientific_journal-6146	43	60	improved	improve	VERB
american_scientific_journal-6146	43	61	feature	feature	NOUN
american_scientific_journal-6146	43	62	extraction	extraction	NOUN
american_scientific_journal-6146	43	63	network	network	NOUN
american_scientific_journal-6146	43	64	as	as	SCONJ
american_scientific_journal-6146	43	65	shown	show	VERB
american_scientific_journal-6146	43	66	in	in	ADP
american_scientific_journal-6146	43	67	figure	figure	NOUN
american_scientific_journal-6146	43	68	2	2	NUM
american_scientific_journal-6146	43	69	,	,	PUNCT
american_scientific_journal-6146	43	70	our	our	PRON
american_scientific_journal-6146	43	71	improved	improved	ADJ
american_scientific_journal-6146	43	72	feature	feature	NOUN
american_scientific_journal-6146	43	73	extraction	extraction	NOUN
american_scientific_journal-6146	43	74	network	network	NOUN
american_scientific_journal-6146	43	75	is	be	AUX
american_scientific_journal-6146	43	76	still	still	ADV
american_scientific_journal-6146	43	77	based	base	VERB
american_scientific_journal-6146	43	78	on	on	ADP
american_scientific_journal-6146	43	79	resnet50	resnet50	NOUN
american_scientific_journal-6146	44	1	[	[	X
american_scientific_journal-6146	44	2	15	15	NUM
american_scientific_journal-6146	44	3	]	]	PUNCT
american_scientific_journal-6146	44	4	and	and	CCONJ
american_scientific_journal-6146	44	5	fpn	fpn	VERB
american_scientific_journal-6146	44	6	[	[	X
american_scientific_journal-6146	44	7	16	16	NUM
american_scientific_journal-6146	44	8	]	]	PUNCT
american_scientific_journal-6146	44	9	.	.	PUNCT
american_scientific_journal-6146	45	1	the	the	DET
american_scientific_journal-6146	45	2	receptive	receptive	ADJ
american_scientific_journal-6146	45	3	field	field	NOUN
american_scientific_journal-6146	45	4	block	block	NOUN
american_scientific_journal-6146	45	5	(	(	PUNCT
american_scientific_journal-6146	45	6	rfb[17	rfb[17	X
american_scientific_journal-6146	45	7	]	]	X
american_scientific_journal-6146	45	8	)	)	PUNCT
american_scientific_journal-6146	45	9	and	and	CCONJ
american_scientific_journal-6146	45	10	our	our	PRON
american_scientific_journal-6146	45	11	proposed	propose	VERB
american_scientific_journal-6146	45	12	parallel	parallel	ADJ
american_scientific_journal-6146	45	13	residual	residual	ADJ
american_scientific_journal-6146	45	14	block	block	NOUN
american_scientific_journal-6146	45	15	(	(	PUNCT
american_scientific_journal-6146	45	16	prb	prb	NOUN
american_scientific_journal-6146	45	17	)	)	PUNCT
american_scientific_journal-6146	45	18	are	be	AUX
american_scientific_journal-6146	45	19	used	use	VERB
american_scientific_journal-6146	45	20	to	to	PART
american_scientific_journal-6146	45	21	increase	increase	VERB
american_scientific_journal-6146	45	22	the	the	DET
american_scientific_journal-6146	45	23	receptive	receptive	ADJ
american_scientific_journal-6146	45	24	field	field	NOUN
american_scientific_journal-6146	45	25	of	of	ADP
american_scientific_journal-6146	45	26	the	the	DET
american_scientific_journal-6146	45	27	feature	feature	NOUN
american_scientific_journal-6146	45	28	maps	map	NOUN
american_scientific_journal-6146	45	29	.	.	PUNCT
american_scientific_journal-6146	46	1	and	and	CCONJ
american_scientific_journal-6146	46	2	we	we	PRON
american_scientific_journal-6146	46	3	also	also	ADV
american_scientific_journal-6146	46	4	propose	propose	VERB
american_scientific_journal-6146	46	5	a	a	DET
american_scientific_journal-6146	46	6	multi	multi	ADJ
american_scientific_journal-6146	46	7	-	-	ADJ
american_scientific_journal-6146	46	8	branch	branch	ADJ
american_scientific_journal-6146	46	9	design	design	NOUN
american_scientific_journal-6146	46	10	for	for	ADP
american_scientific_journal-6146	46	11	small	small	ADJ
american_scientific_journal-6146	46	12	object	object	NOUN
american_scientific_journal-6146	46	13	’s	’s	PART
american_scientific_journal-6146	46	14	detection	detection	NOUN
american_scientific_journal-6146	46	15	.	.	PUNCT
american_scientific_journal-6146	47	1	m2	m2	PROPN
american_scientific_journal-6146	47	2	,	,	PUNCT
american_scientific_journal-6146	47	3	m3	m3	PROPN
american_scientific_journal-6146	47	4	and	and	CCONJ
american_scientific_journal-6146	47	5	m4	m4	PROPN
american_scientific_journal-6146	47	6	are	be	AUX
american_scientific_journal-6146	47	7	the	the	DET
american_scientific_journal-6146	47	8	results	result	NOUN
american_scientific_journal-6146	47	9	of	of	ADP
american_scientific_journal-6146	47	10	the	the	DET
american_scientific_journal-6146	47	11	first	first	ADJ
american_scientific_journal-6146	47	12	fusion	fusion	NOUN
american_scientific_journal-6146	47	13	.	.	PUNCT
american_scientific_journal-6146	48	1	after	after	ADP
american_scientific_journal-6146	48	2	prb	prb	NOUN
american_scientific_journal-6146	48	3	,	,	PUNCT
american_scientific_journal-6146	48	4	the	the	DET
american_scientific_journal-6146	48	5	second	second	ADJ
american_scientific_journal-6146	48	6	fusion	fusion	NOUN
american_scientific_journal-6146	48	7	is	be	AUX
american_scientific_journal-6146	48	8	performed	perform	VERB
american_scientific_journal-6146	48	9	to	to	PART
american_scientific_journal-6146	48	10	further	far	ADV
american_scientific_journal-6146	48	11	enhance	enhance	VERB
american_scientific_journal-6146	48	12	the	the	DET
american_scientific_journal-6146	48	13	semantic	semantic	ADJ
american_scientific_journal-6146	48	14	information	information	NOUN
american_scientific_journal-6146	48	15	by	by	ADP
american_scientific_journal-6146	48	16	fusing	fuse	VERB
american_scientific_journal-6146	48	17	high	high	ADJ
american_scientific_journal-6146	48	18	-	-	PUNCT
american_scientific_journal-6146	48	19	level	level	NOUN
american_scientific_journal-6146	48	20	features	feature	NOUN
american_scientific_journal-6146	48	21	after	after	ADP
american_scientific_journal-6146	48	22	up	up	ADV
american_scientific_journal-6146	48	23	-	-	PUNCT
american_scientific_journal-6146	48	24	sampling	sample	VERB
american_scientific_journal-6146	48	25	with	with	ADP
american_scientific_journal-6146	48	26	the	the	DET
american_scientific_journal-6146	48	27	low	low	ADJ
american_scientific_journal-6146	48	28	-	-	PUNCT
american_scientific_journal-6146	48	29	level	level	NOUN
american_scientific_journal-6146	48	30	features	feature	NOUN
american_scientific_journal-6146	48	31	,	,	PUNCT
american_scientific_journal-6146	48	32	and	and	CCONJ
american_scientific_journal-6146	48	33	obtain	obtain	VERB
american_scientific_journal-6146	48	34	n2	n2	ADJ
american_scientific_journal-6146	48	35	,	,	PUNCT
american_scientific_journal-6146	48	36	n3	n3	NOUN
american_scientific_journal-6146	48	37	and	and	CCONJ
american_scientific_journal-6146	48	38	n4	n4	PROPN
american_scientific_journal-6146	48	39	.	.	PUNCT
american_scientific_journal-6146	49	1	3	3	NUM
american_scientific_journal-6146	49	2	*	*	SYM
american_scientific_journal-6146	49	3	3	3	NUM
american_scientific_journal-6146	49	4	convolutions	convolution	NOUN
american_scientific_journal-6146	49	5	have	have	AUX
american_scientific_journal-6146	49	6	been	be	AUX
american_scientific_journal-6146	49	7	used	use	VERB
american_scientific_journal-6146	49	8	finally	finally	ADV
american_scientific_journal-6146	49	9	to	to	PART
american_scientific_journal-6146	49	10	reduce	reduce	VERB
american_scientific_journal-6146	49	11	the	the	DET
american_scientific_journal-6146	49	12	dimension	dimension	NOUN
american_scientific_journal-6146	49	13	of	of	ADP
american_scientific_journal-6146	49	14	the	the	DET
american_scientific_journal-6146	49	15	feature	feature	NOUN
american_scientific_journal-6146	49	16	map	map	NOUN
american_scientific_journal-6146	49	17	,	,	PUNCT
american_scientific_journal-6146	49	18	and	and	CCONJ
american_scientific_journal-6146	49	19	obtain	obtain	VERB
american_scientific_journal-6146	49	20	the	the	DET
american_scientific_journal-6146	49	21	features	feature	NOUN
american_scientific_journal-6146	49	22	’	'	PUNCT
american_scientific_journal-6146	49	23	outputs	output	NOUN
american_scientific_journal-6146	49	24	of	of	ADP
american_scientific_journal-6146	49	25	p2	p2	NOUN
american_scientific_journal-6146	49	26	,	,	PUNCT
american_scientific_journal-6146	49	27	p3	p3	NOUN
american_scientific_journal-6146	49	28	,	,	PUNCT
american_scientific_journal-6146	49	29	p4	p4	ADJ
american_scientific_journal-6146	49	30	and	and	CCONJ
american_scientific_journal-6146	49	31	p5	p5	ADJ
american_scientific_journal-6146	49	32	.	.	PUNCT
american_scientific_journal-6146	50	1	these	these	DET
american_scientific_journal-6146	50	2	four	four	NUM
american_scientific_journal-6146	50	3	outputs	output	NOUN
american_scientific_journal-6146	50	4	also	also	ADV
american_scientific_journal-6146	50	5	achieve	achieve	VERB
american_scientific_journal-6146	50	6	the	the	DET
american_scientific_journal-6146	50	7	purpose	purpose	NOUN
american_scientific_journal-6146	50	8	of	of	ADP
american_scientific_journal-6146	50	9	multi	multi	ADJ
american_scientific_journal-6146	50	10	-	-	ADJ
american_scientific_journal-6146	50	11	layer	layer	ADJ
american_scientific_journal-6146	50	12	prediction	prediction	NOUN
american_scientific_journal-6146	50	13	.	.	PUNCT
american_scientific_journal-6146	51	1	conv1	conv1	PROPN
american_scientific_journal-6146	51	2	conv2	conv2	PROPN
american_scientific_journal-6146	52	1	(	(	PUNCT
american_scientific_journal-6146	52	2	c2	c2	PROPN
american_scientific_journal-6146	52	3	)	)	PUNCT
american_scientific_journal-6146	52	4	conv3	conv3	NOUN
american_scientific_journal-6146	52	5	(	(	PUNCT
american_scientific_journal-6146	52	6	c3	c3	NOUN
american_scientific_journal-6146	52	7	)	)	PUNCT
american_scientific_journal-6146	52	8	conv4	conv4	NOUN
american_scientific_journal-6146	52	9	(	(	PUNCT
american_scientific_journal-6146	52	10	c4	c4	NOUN
american_scientific_journal-6146	52	11	)	)	PUNCT
american_scientific_journal-6146	52	12	conv5	conv5	NOUN
american_scientific_journal-6146	52	13	(	(	PUNCT
american_scientific_journal-6146	52	14	c5	c5	PROPN
american_scientific_journal-6146	52	15	)	)	PUNCT
american_scientific_journal-6146	52	16	image	image	NOUN
american_scientific_journal-6146	52	17	m5	m5	PROPN
american_scientific_journal-6146	52	18	m4	m4	PROPN
american_scientific_journal-6146	52	19	m3	m3	PROPN
american_scientific_journal-6146	52	20	m2	m2	PROPN
american_scientific_journal-6146	52	21	1x1	1x1	NUM
american_scientific_journal-6146	52	22	1x1	1x1	NUM
american_scientific_journal-6146	52	23	1x1	1x1	NUM
american_scientific_journal-6146	52	24	1x1	1x1	NUM
american_scientific_journal-6146	52	25	0.25x	0.25x	NOUN
american_scientific_journal-6146	52	26	0.5x	0.5x	NUM
american_scientific_journal-6146	52	27	0.5x	0.5x	NUM
american_scientific_journal-6146	52	28	0.5x	0.5x	NUM
american_scientific_journal-6146	52	29	2x	2x	NUM
american_scientific_journal-6146	52	30	2x	2x	NUM
american_scientific_journal-6146	52	31	2x	2x	NUM
american_scientific_journal-6146	53	1	+	+	PUNCT
american_scientific_journal-6146	53	2	+	+	PUNCT
american_scientific_journal-6146	53	3	+	+	NUM
american_scientific_journal-6146	53	4	p2	p2	PROPN
american_scientific_journal-6146	53	5	rfb	rfb	PROPN
american_scientific_journal-6146	53	6	rfb	rfb	PROPN
american_scientific_journal-6146	53	7	rfb	rfb	PROPN
american_scientific_journal-6146	53	8	rfb	rfb	PROPN
american_scientific_journal-6146	53	9	3x3	3x3	NUM
american_scientific_journal-6146	53	10	3x3	3x3	NUM
american_scientific_journal-6146	53	11	3x3	3x3	NUM
american_scientific_journal-6146	53	12	3x3	3x3	NUM
american_scientific_journal-6146	53	13	2x	2x	NUM
american_scientific_journal-6146	53	14	2x	2x	NUM
american_scientific_journal-6146	53	15	+	+	CCONJ
american_scientific_journal-6146	53	16	+	+	CCONJ
american_scientific_journal-6146	53	17	prb	prb	PROPN
american_scientific_journal-6146	53	18	prb	prb	AUX
american_scientific_journal-6146	53	19	prb	prb	PROPN
american_scientific_journal-6146	53	20	prb	prb	VERB
american_scientific_journal-6146	53	21	n3	n3	PROPN
american_scientific_journal-6146	53	22	n2	n2	PROPN
american_scientific_journal-6146	53	23	n4	n4	PROPN
american_scientific_journal-6146	53	24	2x	2x	NUM
american_scientific_journal-6146	54	1	+	+	CCONJ
american_scientific_journal-6146	54	2	1x1	1x1	NUM
american_scientific_journal-6146	54	3	1x1	1x1	NUM
american_scientific_journal-6146	54	4	1x1	1x1	NUM
american_scientific_journal-6146	54	5	p3	p3	PROPN
american_scientific_journal-6146	54	6	p4	p4	ADJ
american_scientific_journal-6146	54	7	p5	p5	ADJ
american_scientific_journal-6146	54	8	figure	figure	NOUN
american_scientific_journal-6146	54	9	2	2	NUM
american_scientific_journal-6146	54	10	:	:	PUNCT
american_scientific_journal-6146	54	11	improved	improve	VERB
american_scientific_journal-6146	54	12	feature	feature	NOUN
american_scientific_journal-6146	54	13	extraction	extraction	NOUN
american_scientific_journal-6146	54	14	network	network	NOUN
american_scientific_journal-6146	54	15	3.2	3.2	NUM
american_scientific_journal-6146	54	16	.	.	PUNCT
american_scientific_journal-6146	55	1	parallel	parallel	ADJ
american_scientific_journal-6146	55	2	residual	residual	ADJ
american_scientific_journal-6146	55	3	block	block	NOUN
american_scientific_journal-6146	55	4	(	(	PUNCT
american_scientific_journal-6146	55	5	prb	prb	NOUN
american_scientific_journal-6146	55	6	)	)	PUNCT
american_scientific_journal-6146	55	7	the	the	DET
american_scientific_journal-6146	55	8	proposed	propose	VERB
american_scientific_journal-6146	55	9	prb	prb	NOUN
american_scientific_journal-6146	55	10	shown	show	VERB
american_scientific_journal-6146	55	11	in	in	ADP
american_scientific_journal-6146	55	12	figure	figure	NOUN
american_scientific_journal-6146	55	13	3	3	NUM
american_scientific_journal-6146	55	14	is	be	AUX
american_scientific_journal-6146	55	15	to	to	PART
american_scientific_journal-6146	55	16	deepen	deepen	VERB
american_scientific_journal-6146	55	17	the	the	DET
american_scientific_journal-6146	55	18	depth	depth	NOUN
american_scientific_journal-6146	55	19	and	and	CCONJ
american_scientific_journal-6146	55	20	width	width	NOUN
american_scientific_journal-6146	55	21	of	of	ADP
american_scientific_journal-6146	55	22	the	the	DET
american_scientific_journal-6146	55	23	feature	feature	NOUN
american_scientific_journal-6146	55	24	extraction	extraction	NOUN
american_scientific_journal-6146	55	25	network	network	NOUN
american_scientific_journal-6146	55	26	to	to	PART
american_scientific_journal-6146	55	27	alleviate	alleviate	VERB
american_scientific_journal-6146	55	28	the	the	DET
american_scientific_journal-6146	55	29	degradation	degradation	NOUN
american_scientific_journal-6146	55	30	and	and	CCONJ
american_scientific_journal-6146	55	31	gradient	gradient	NOUN
american_scientific_journal-6146	55	32	dissipation	dissipation	NOUN
american_scientific_journal-6146	55	33	caused	cause	VERB
american_scientific_journal-6146	55	34	by	by	ADP
american_scientific_journal-6146	55	35	the	the	DET
american_scientific_journal-6146	55	36	increase	increase	NOUN
american_scientific_journal-6146	55	37	of	of	ADP
american_scientific_journal-6146	55	38	the	the	DET
american_scientific_journal-6146	55	39	network	network	NOUN
american_scientific_journal-6146	55	40	depth	depth	NOUN
american_scientific_journal-6146	55	41	which	which	PRON
american_scientific_journal-6146	55	42	consists	consist	VERB
american_scientific_journal-6146	55	43	of	of	ADP
american_scientific_journal-6146	55	44	three	three	NUM
american_scientific_journal-6146	55	45	residual	residual	ADJ
american_scientific_journal-6146	55	46	blocks	block	NOUN
american_scientific_journal-6146	55	47	.	.	PUNCT
american_scientific_journal-6146	56	1	multi	multi	ADJ
american_scientific_journal-6146	56	2	-	-	ADJ
american_scientific_journal-6146	56	3	branch	branch	ADJ
american_scientific_journal-6146	56	4	structure	structure	NOUN
american_scientific_journal-6146	56	5	is	be	AUX
american_scientific_journal-6146	56	6	shown	show	VERB
american_scientific_journal-6146	56	7	in	in	ADP
american_scientific_journal-6146	56	8	fig	fig	NOUN
american_scientific_journal-6146	56	9	.	.	PUNCT
american_scientific_journal-6146	57	1	3	3	X
american_scientific_journal-6146	57	2	.	.	X
american_scientific_journal-6146	57	3	there	there	PRON
american_scientific_journal-6146	57	4	are	be	VERB
american_scientific_journal-6146	57	5	a	a	DET
american_scientific_journal-6146	57	6	3	3	NUM
american_scientific_journal-6146	57	7	*	*	SYM
american_scientific_journal-6146	57	8	3	3	NUM
american_scientific_journal-6146	57	9	and	and	CCONJ
american_scientific_journal-6146	57	10	two	two	NUM
american_scientific_journal-6146	57	11	3	3	NUM
american_scientific_journal-6146	57	12	*	*	SYM
american_scientific_journal-6146	57	13	3	3	NUM
american_scientific_journal-6146	57	14	convolutions	convolution	NOUN
american_scientific_journal-6146	57	15	in	in	ADP
american_scientific_journal-6146	57	16	the	the	DET
american_scientific_journal-6146	57	17	first	first	ADJ
american_scientific_journal-6146	57	18	and	and	CCONJ
american_scientific_journal-6146	57	19	second	second	ADJ
american_scientific_journal-6146	57	20	branch	branch	NOUN
american_scientific_journal-6146	57	21	,	,	PUNCT
american_scientific_journal-6146	57	22	and	and	CCONJ
american_scientific_journal-6146	57	23	a	a	DET
american_scientific_journal-6146	57	24	3	3	NUM
american_scientific_journal-6146	57	25	*	*	SYM
american_scientific_journal-6146	57	26	3	3	NUM
american_scientific_journal-6146	57	27	convolution	convolution	NOUN
american_scientific_journal-6146	57	28	and	and	CCONJ
american_scientific_journal-6146	57	29	a	a	DET
american_scientific_journal-6146	57	30	3	3	NUM
american_scientific_journal-6146	57	31	*	*	SYM
american_scientific_journal-6146	57	32	3	3	NUM
american_scientific_journal-6146	57	33	dilated	dilate	VERB
american_scientific_journal-6146	57	34	convolution	convolution	NOUN
american_scientific_journal-6146	57	35	[	[	X
american_scientific_journal-6146	57	36	18	18	NUM
american_scientific_journal-6146	57	37	]	]	PUNCT
american_scientific_journal-6146	57	38	with	with	ADP
american_scientific_journal-6146	57	39	rate	rate	NOUN
american_scientific_journal-6146	57	40	set	set	VERB
american_scientific_journal-6146	57	41	to	to	ADP
american_scientific_journal-6146	57	42	2	2	NUM
american_scientific_journal-6146	57	43	in	in	ADP
american_scientific_journal-6146	57	44	the	the	DET
american_scientific_journal-6146	57	45	third	third	ADJ
american_scientific_journal-6146	57	46	branch	branch	NOUN
american_scientific_journal-6146	57	47	apart	apart	ADV
american_scientific_journal-6146	57	48	from	from	ADP
american_scientific_journal-6146	57	49	1x1	1x1	NUM
american_scientific_journal-6146	57	50	convolutions	convolution	NOUN
american_scientific_journal-6146	57	51	.	.	PUNCT
american_scientific_journal-6146	58	1	these	these	DET
american_scientific_journal-6146	58	2	three	three	NUM
american_scientific_journal-6146	58	3	branches	branch	NOUN
american_scientific_journal-6146	58	4	have	have	VERB
american_scientific_journal-6146	58	5	different	different	ADJ
american_scientific_journal-6146	58	6	receptive	receptive	ADJ
american_scientific_journal-6146	58	7	fields	field	NOUN
american_scientific_journal-6146	58	8	,	,	PUNCT
american_scientific_journal-6146	58	9	and	and	CCONJ
american_scientific_journal-6146	58	10	finally	finally	ADV
american_scientific_journal-6146	58	11	being	be	AUX
american_scientific_journal-6146	58	12	american	american	ADJ
american_scientific_journal-6146	58	13	scientific	scientific	ADJ
american_scientific_journal-6146	58	14	research	research	NOUN
american_scientific_journal-6146	58	15	journal	journal	NOUN
american_scientific_journal-6146	58	16	for	for	ADP
american_scientific_journal-6146	58	17	engineering	engineering	NOUN
american_scientific_journal-6146	58	18	,	,	PUNCT
american_scientific_journal-6146	58	19	technology	technology	NOUN
american_scientific_journal-6146	58	20	,	,	PUNCT
american_scientific_journal-6146	58	21	and	and	CCONJ
american_scientific_journal-6146	58	22	sciences	science	NOUN
american_scientific_journal-6146	58	23	(	(	PUNCT
american_scientific_journal-6146	58	24	asrjets	asrjet	NOUN
american_scientific_journal-6146	58	25	)	)	PUNCT
american_scientific_journal-6146	58	26	(	(	PUNCT
american_scientific_journal-6146	58	27	2020	2020	NUM
american_scientific_journal-6146	58	28	)	)	PUNCT
american_scientific_journal-6146	58	29	volume	volume	NOUN
american_scientific_journal-6146	58	30	71	71	NUM
american_scientific_journal-6146	58	31	,	,	PUNCT
american_scientific_journal-6146	58	32	no	no	DET
american_scientific_journal-6146	58	33	1	1	NUM
american_scientific_journal-6146	58	34	,	,	PUNCT
american_scientific_journal-6146	58	35	pp	pp	ADV
american_scientific_journal-6146	58	36	220	220	NUM
american_scientific_journal-6146	58	37	-	-	SYM
american_scientific_journal-6146	58	38	228	228	NUM
american_scientific_journal-6146	58	39	223	223	NUM
american_scientific_journal-6146	58	40	fused	fuse	VERB
american_scientific_journal-6146	58	41	in	in	ADP
american_scientific_journal-6146	58	42	channels	channel	NOUN
american_scientific_journal-6146	58	43	.	.	PUNCT
american_scientific_journal-6146	59	1	the	the	DET
american_scientific_journal-6146	59	2	features	feature	NOUN
american_scientific_journal-6146	59	3	’	'	PUNCT
american_scientific_journal-6146	59	4	fusion	fusion	NOUN
american_scientific_journal-6146	59	5	of	of	ADP
american_scientific_journal-6146	59	6	different	different	ADJ
american_scientific_journal-6146	59	7	receptive	receptive	ADJ
american_scientific_journal-6146	59	8	fields	field	NOUN
american_scientific_journal-6146	59	9	can	can	AUX
american_scientific_journal-6146	59	10	enhance	enhance	VERB
american_scientific_journal-6146	59	11	their	their	PRON
american_scientific_journal-6146	59	12	shallow	shallow	ADJ
american_scientific_journal-6146	59	13	information	information	NOUN
american_scientific_journal-6146	59	14	in	in	ADP
american_scientific_journal-6146	59	15	small	small	ADJ
american_scientific_journal-6146	59	16	objects	object	NOUN
american_scientific_journal-6146	59	17	’	'	PUNCT
american_scientific_journal-6146	59	18	detection	detection	NOUN
american_scientific_journal-6146	59	19	.	.	PUNCT
american_scientific_journal-6146	60	1	1	1	NUM
american_scientific_journal-6146	60	2	*	*	SYM
american_scientific_journal-6146	60	3	1	1	NUM
american_scientific_journal-6146	60	4	conv	conv	ADJ
american_scientific_journal-6146	60	5	input	input	NOUN
american_scientific_journal-6146	60	6	3	3	NUM
american_scientific_journal-6146	60	7	*	*	SYM
american_scientific_journal-6146	60	8	3	3	NUM
american_scientific_journal-6146	60	9	conv	conv	ADJ
american_scientific_journal-6146	60	10	1	1	NUM
american_scientific_journal-6146	60	11	*	*	SYM
american_scientific_journal-6146	60	12	1	1	NUM
american_scientific_journal-6146	60	13	conv	conv	ADJ
american_scientific_journal-6146	60	14	1	1	NUM
american_scientific_journal-6146	60	15	*	*	SYM
american_scientific_journal-6146	60	16	1	1	NUM
american_scientific_journal-6146	60	17	conv	conv	ADJ
american_scientific_journal-6146	60	18	relu	relu	NOUN
american_scientific_journal-6146	60	19	+	+	CCONJ
american_scientific_journal-6146	60	20	output	output	NOUN
american_scientific_journal-6146	60	21	-	-	PUNCT
american_scientific_journal-6146	60	22	a	a	DET
american_scientific_journal-6146	60	23	1	1	NUM
american_scientific_journal-6146	60	24	*	*	SYM
american_scientific_journal-6146	60	25	1	1	NUM
american_scientific_journal-6146	60	26	conv	conv	ADJ
american_scientific_journal-6146	60	27	input	input	NOUN
american_scientific_journal-6146	60	28	3	3	NUM
american_scientific_journal-6146	60	29	*	*	SYM
american_scientific_journal-6146	60	30	3	3	NUM
american_scientific_journal-6146	60	31	conv	conv	ADJ
american_scientific_journal-6146	60	32	3	3	NUM
american_scientific_journal-6146	60	33	*	*	SYM
american_scientific_journal-6146	60	34	3	3	NUM
american_scientific_journal-6146	60	35	conv	conv	ADJ
american_scientific_journal-6146	60	36	1	1	NUM
american_scientific_journal-6146	60	37	*	*	SYM
american_scientific_journal-6146	60	38	1	1	NUM
american_scientific_journal-6146	60	39	conv	conv	ADJ
american_scientific_journal-6146	60	40	relu	relu	NOUN
american_scientific_journal-6146	60	41	+	+	CCONJ
american_scientific_journal-6146	60	42	output	output	NOUN
american_scientific_journal-6146	60	43	-	-	PUNCT
american_scientific_journal-6146	60	44	b	b	NOUN
american_scientific_journal-6146	60	45	1	1	NUM
american_scientific_journal-6146	60	46	*	*	SYM
american_scientific_journal-6146	60	47	1	1	NUM
american_scientific_journal-6146	60	48	conv	conv	ADJ
american_scientific_journal-6146	60	49	1	1	NUM
american_scientific_journal-6146	60	50	*	*	SYM
american_scientific_journal-6146	60	51	1	1	NUM
american_scientific_journal-6146	60	52	conv	conv	ADJ
american_scientific_journal-6146	60	53	input	input	NOUN
american_scientific_journal-6146	60	54	3	3	NUM
american_scientific_journal-6146	60	55	*	*	SYM
american_scientific_journal-6146	60	56	3	3	NUM
american_scientific_journal-6146	60	57	conv	conv	ADJ
american_scientific_journal-6146	60	58	3	3	NUM
american_scientific_journal-6146	60	59	*	*	SYM
american_scientific_journal-6146	60	60	3	3	NUM
american_scientific_journal-6146	60	61	conv	conv	ADJ
american_scientific_journal-6146	60	62	,	,	PUNCT
american_scientific_journal-6146	60	63	rate=2	rate=2	PROPN
american_scientific_journal-6146	60	64	1	1	NUM
american_scientific_journal-6146	60	65	*	*	SYM
american_scientific_journal-6146	60	66	1	1	NUM
american_scientific_journal-6146	60	67	conv	conv	ADJ
american_scientific_journal-6146	60	68	relu	relu	NOUN
american_scientific_journal-6146	60	69	+	+	CCONJ
american_scientific_journal-6146	60	70	output	output	NOUN
american_scientific_journal-6146	60	71	-	-	PUNCT
american_scientific_journal-6146	60	72	c	c	NOUN
american_scientific_journal-6146	60	73	1	1	NUM
american_scientific_journal-6146	60	74	*	*	SYM
american_scientific_journal-6146	60	75	1	1	NUM
american_scientific_journal-6146	60	76	conv	conv	ADJ
american_scientific_journal-6146	60	77	previous	previous	ADJ
american_scientific_journal-6146	60	78	layer	layer	NOUN
american_scientific_journal-6146	60	79	concat	concat	NOUN
american_scientific_journal-6146	60	80	output	output	VERB
american_scientific_journal-6146	60	81	1	1	NUM
american_scientific_journal-6146	60	82	*	*	SYM
american_scientific_journal-6146	60	83	1	1	NUM
american_scientific_journal-6146	60	84	conv	conv	ADJ
american_scientific_journal-6146	60	85	relu	relu	NOUN
american_scientific_journal-6146	60	86	figure	figure	NOUN
american_scientific_journal-6146	60	87	3	3	NUM
american_scientific_journal-6146	60	88	:	:	PUNCT
american_scientific_journal-6146	60	89	structure	structure	NOUN
american_scientific_journal-6146	60	90	of	of	ADP
american_scientific_journal-6146	60	91	prb	prb	PROPN
american_scientific_journal-6146	60	92	3.3	3.3	NUM
american_scientific_journal-6146	60	93	.	.	PUNCT
american_scientific_journal-6146	61	1	generated	generate	VERB
american_scientific_journal-6146	61	2	feature	feature	NOUN
american_scientific_journal-6146	61	3	maps	map	NOUN
american_scientific_journal-6146	61	4	figure	figure	VERB
american_scientific_journal-6146	61	5	4	4	NUM
american_scientific_journal-6146	61	6	are	be	AUX
american_scientific_journal-6146	61	7	an	an	DET
american_scientific_journal-6146	61	8	input	input	NOUN
american_scientific_journal-6146	61	9	image	image	NOUN
american_scientific_journal-6146	61	10	and	and	CCONJ
american_scientific_journal-6146	61	11	its	its	PRON
american_scientific_journal-6146	61	12	generated	generate	VERB
american_scientific_journal-6146	61	13	feature	feature	NOUN
american_scientific_journal-6146	61	14	maps	map	NOUN
american_scientific_journal-6146	61	15	corresponding	correspond	VERB
american_scientific_journal-6146	61	16	to	to	ADP
american_scientific_journal-6146	61	17	each	each	DET
american_scientific_journal-6146	61	18	module	module	NOUN
american_scientific_journal-6146	61	19	in	in	ADP
american_scientific_journal-6146	61	20	training	training	NOUN
american_scientific_journal-6146	61	21	.	.	PUNCT
american_scientific_journal-6146	62	1	the	the	DET
american_scientific_journal-6146	62	2	first	first	ADJ
american_scientific_journal-6146	62	3	column	column	NOUN
american_scientific_journal-6146	62	4	is	be	AUX
american_scientific_journal-6146	62	5	the	the	DET
american_scientific_journal-6146	62	6	c2	c2	PROPN
american_scientific_journal-6146	62	7	,	,	PUNCT
american_scientific_journal-6146	62	8	c3	c3	PROPN
american_scientific_journal-6146	62	9	,	,	PUNCT
american_scientific_journal-6146	62	10	c4	c4	NOUN
american_scientific_journal-6146	62	11	and	and	CCONJ
american_scientific_journal-6146	62	12	c5	c5	PROPN
american_scientific_journal-6146	62	13	from	from	ADP
american_scientific_journal-6146	62	14	bottom	bottom	NOUN
american_scientific_journal-6146	62	15	to	to	ADP
american_scientific_journal-6146	62	16	top	top	NOUN
american_scientific_journal-6146	62	17	.	.	PUNCT
american_scientific_journal-6146	63	1	the	the	DET
american_scientific_journal-6146	63	2	second	second	ADJ
american_scientific_journal-6146	63	3	to	to	ADP
american_scientific_journal-6146	63	4	the	the	DET
american_scientific_journal-6146	63	5	fifth	fifth	ADJ
american_scientific_journal-6146	63	6	columns	column	NOUN
american_scientific_journal-6146	63	7	are	be	AUX
american_scientific_journal-6146	63	8	the	the	DET
american_scientific_journal-6146	63	9	first	first	ADJ
american_scientific_journal-6146	63	10	fusion	fusion	NOUN
american_scientific_journal-6146	63	11	,	,	PUNCT
american_scientific_journal-6146	63	12	rfb	rfb	PROPN
american_scientific_journal-6146	63	13	,	,	PUNCT
american_scientific_journal-6146	63	14	prb	prb	PROPN
american_scientific_journal-6146	63	15	and	and	CCONJ
american_scientific_journal-6146	63	16	the	the	DET
american_scientific_journal-6146	63	17	second	second	ADJ
american_scientific_journal-6146	63	18	fusion	fusion	NOUN
american_scientific_journal-6146	63	19	.	.	PUNCT
american_scientific_journal-6146	64	1	the	the	DET
american_scientific_journal-6146	64	2	sixth	sixth	ADJ
american_scientific_journal-6146	64	3	column	column	NOUN
american_scientific_journal-6146	64	4	is	be	AUX
american_scientific_journal-6146	64	5	p2	p2	NOUN
american_scientific_journal-6146	64	6	,	,	PUNCT
american_scientific_journal-6146	64	7	p3	p3	NOUN
american_scientific_journal-6146	64	8	,	,	PUNCT
american_scientific_journal-6146	64	9	p4	p4	ADJ
american_scientific_journal-6146	64	10	,	,	PUNCT
american_scientific_journal-6146	64	11	and	and	CCONJ
american_scientific_journal-6146	64	12	p5	p5	ADJ
american_scientific_journal-6146	64	13	from	from	ADP
american_scientific_journal-6146	64	14	bottom	bottom	NOUN
american_scientific_journal-6146	64	15	to	to	ADP
american_scientific_journal-6146	64	16	top	top	ADJ
american_scientific_journal-6146	64	17	.	.	PUNCT
american_scientific_journal-6146	65	1	figure	figure	VERB
american_scientific_journal-6146	65	2	4	4	NUM
american_scientific_journal-6146	65	3	:	:	PUNCT
american_scientific_journal-6146	65	4	input	input	NOUN
american_scientific_journal-6146	65	5	image	image	NOUN
american_scientific_journal-6146	65	6	and	and	CCONJ
american_scientific_journal-6146	65	7	its	its	PRON
american_scientific_journal-6146	65	8	generated	generate	VERB
american_scientific_journal-6146	65	9	feature	feature	NOUN
american_scientific_journal-6146	65	10	maps	map	NOUN
american_scientific_journal-6146	65	11	american	american	ADJ
american_scientific_journal-6146	65	12	scientific	scientific	ADJ
american_scientific_journal-6146	65	13	research	research	NOUN
american_scientific_journal-6146	65	14	journal	journal	NOUN
american_scientific_journal-6146	65	15	for	for	ADP
american_scientific_journal-6146	65	16	engineering	engineering	NOUN
american_scientific_journal-6146	65	17	,	,	PUNCT
american_scientific_journal-6146	65	18	technology	technology	NOUN
american_scientific_journal-6146	65	19	,	,	PUNCT
american_scientific_journal-6146	65	20	and	and	CCONJ
american_scientific_journal-6146	65	21	sciences	science	NOUN
american_scientific_journal-6146	65	22	(	(	PUNCT
american_scientific_journal-6146	65	23	asrjets	asrjet	NOUN
american_scientific_journal-6146	65	24	)	)	PUNCT
american_scientific_journal-6146	65	25	(	(	PUNCT
american_scientific_journal-6146	65	26	2020	2020	NUM
american_scientific_journal-6146	65	27	)	)	PUNCT
american_scientific_journal-6146	65	28	volume	volume	NOUN
american_scientific_journal-6146	65	29	71	71	NUM
american_scientific_journal-6146	65	30	,	,	PUNCT
american_scientific_journal-6146	65	31	no	no	DET
american_scientific_journal-6146	65	32	1	1	NUM
american_scientific_journal-6146	65	33	,	,	PUNCT
american_scientific_journal-6146	65	34	pp	pp	ADV
american_scientific_journal-6146	65	35	220	220	NUM
american_scientific_journal-6146	65	36	-	-	SYM
american_scientific_journal-6146	65	37	228	228	NUM
american_scientific_journal-6146	65	38	224	224	NUM
american_scientific_journal-6146	65	39	3.4	3.4	NUM
american_scientific_journal-6146	65	40	.	.	PUNCT
american_scientific_journal-6146	66	1	research	research	NOUN
american_scientific_journal-6146	66	2	on	on	ADP
american_scientific_journal-6146	66	3	two	two	NUM
american_scientific_journal-6146	66	4	fusion	fusion	NOUN
american_scientific_journal-6146	66	5	methods	method	NOUN
american_scientific_journal-6146	66	6	in	in	ADP
american_scientific_journal-6146	66	7	convolutional	convolutional	ADJ
american_scientific_journal-6146	66	8	neural	neural	ADJ
american_scientific_journal-6146	66	9	networks	network	NOUN
american_scientific_journal-6146	66	10	,	,	PUNCT
american_scientific_journal-6146	66	11	the	the	DET
american_scientific_journal-6146	66	12	features	feature	NOUN
american_scientific_journal-6146	66	13	generated	generate	VERB
american_scientific_journal-6146	66	14	by	by	ADP
american_scientific_journal-6146	66	15	the	the	DET
american_scientific_journal-6146	66	16	multi	multi	ADJ
american_scientific_journal-6146	66	17	-	-	ADJ
american_scientific_journal-6146	66	18	branch	branch	ADJ
american_scientific_journal-6146	66	19	structure	structure	NOUN
american_scientific_journal-6146	66	20	are	be	AUX
american_scientific_journal-6146	66	21	often	often	ADV
american_scientific_journal-6146	66	22	fused	fuse	VERB
american_scientific_journal-6146	66	23	before	before	ADP
american_scientific_journal-6146	66	24	the	the	DET
american_scientific_journal-6146	66	25	final	final	ADJ
american_scientific_journal-6146	66	26	output	output	NOUN
american_scientific_journal-6146	66	27	.	.	PUNCT
american_scientific_journal-6146	67	1	some	some	DET
american_scientific_journal-6146	67	2	features	feature	NOUN
american_scientific_journal-6146	67	3	may	may	AUX
american_scientific_journal-6146	67	4	be	be	AUX
american_scientific_journal-6146	67	5	clear	clear	ADJ
american_scientific_journal-6146	67	6	but	but	CCONJ
american_scientific_journal-6146	67	7	have	have	VERB
american_scientific_journal-6146	67	8	little	little	ADJ
american_scientific_journal-6146	67	9	semantic	semantic	ADJ
american_scientific_journal-6146	67	10	information	information	NOUN
american_scientific_journal-6146	67	11	,	,	PUNCT
american_scientific_journal-6146	67	12	while	while	SCONJ
american_scientific_journal-6146	67	13	some	some	DET
american_scientific_journal-6146	67	14	features	feature	NOUN
american_scientific_journal-6146	67	15	may	may	AUX
american_scientific_journal-6146	67	16	be	be	AUX
american_scientific_journal-6146	67	17	vague	vague	ADJ
american_scientific_journal-6146	67	18	but	but	CCONJ
american_scientific_journal-6146	67	19	have	have	VERB
american_scientific_journal-6146	67	20	a	a	DET
american_scientific_journal-6146	67	21	lot	lot	NOUN
american_scientific_journal-6146	67	22	of	of	ADP
american_scientific_journal-6146	67	23	semantic	semantic	ADJ
american_scientific_journal-6146	67	24	information	information	NOUN
american_scientific_journal-6146	67	25	,	,	PUNCT
american_scientific_journal-6146	67	26	that	that	PRON
american_scientific_journal-6146	67	27	is	be	AUX
american_scientific_journal-6146	67	28	why	why	SCONJ
american_scientific_journal-6146	67	29	the	the	DET
american_scientific_journal-6146	67	30	fusion	fusion	NOUN
american_scientific_journal-6146	67	31	is	be	AUX
american_scientific_journal-6146	67	32	needed	need	VERB
american_scientific_journal-6146	67	33	.	.	PUNCT
american_scientific_journal-6146	68	1	there	there	PRON
american_scientific_journal-6146	68	2	are	be	VERB
american_scientific_journal-6146	68	3	two	two	NUM
american_scientific_journal-6146	68	4	basic	basic	ADJ
american_scientific_journal-6146	68	5	fusion	fusion	NOUN
american_scientific_journal-6146	68	6	methods	method	NOUN
american_scientific_journal-6146	68	7	.	.	PUNCT
american_scientific_journal-6146	69	1	one	one	NUM
american_scientific_journal-6146	69	2	is	be	AUX
american_scientific_journal-6146	69	3	point	point	ADV
american_scientific_journal-6146	69	4	-	-	PUNCT
american_scientific_journal-6146	69	5	wise	wise	ADJ
american_scientific_journal-6146	69	6	addition	addition	NOUN
american_scientific_journal-6146	69	7	,	,	PUNCT
american_scientific_journal-6146	69	8	and	and	CCONJ
american_scientific_journal-6146	69	9	the	the	DET
american_scientific_journal-6146	69	10	other	other	ADJ
american_scientific_journal-6146	69	11	is	be	AUX
american_scientific_journal-6146	69	12	vector	vector	NOUN
american_scientific_journal-6146	69	13	concatenation	concatenation	NOUN
american_scientific_journal-6146	69	14	.	.	PUNCT
american_scientific_journal-6146	70	1	we	we	PRON
american_scientific_journal-6146	70	2	have	have	AUX
american_scientific_journal-6146	70	3	done	do	VERB
american_scientific_journal-6146	70	4	some	some	DET
american_scientific_journal-6146	70	5	experiments	experiment	NOUN
american_scientific_journal-6146	70	6	to	to	PART
american_scientific_journal-6146	70	7	compare	compare	VERB
american_scientific_journal-6146	70	8	the	the	DET
american_scientific_journal-6146	70	9	effect	effect	NOUN
american_scientific_journal-6146	70	10	of	of	ADP
american_scientific_journal-6146	70	11	the	the	DET
american_scientific_journal-6146	70	12	two	two	NUM
american_scientific_journal-6146	70	13	methods	method	NOUN
american_scientific_journal-6146	70	14	.	.	PUNCT
american_scientific_journal-6146	71	1	4	4	X
american_scientific_journal-6146	71	2	.	.	X
american_scientific_journal-6146	71	3	experiments	experiment	NOUN
american_scientific_journal-6146	71	4	4.1	4.1	NUM
american_scientific_journal-6146	71	5	.	.	PUNCT
american_scientific_journal-6146	72	1	dataset	dataset	NOUN
american_scientific_journal-6146	72	2	and	and	CCONJ
american_scientific_journal-6146	72	3	experimental	experimental	ADJ
american_scientific_journal-6146	72	4	environment	environment	NOUN
american_scientific_journal-6146	72	5	the	the	DET
american_scientific_journal-6146	72	6	dataset	dataset	NOUN
american_scientific_journal-6146	72	7	and	and	CCONJ
american_scientific_journal-6146	72	8	the	the	DET
american_scientific_journal-6146	72	9	corresponding	corresponding	ADJ
american_scientific_journal-6146	72	10	labels	label	NOUN
american_scientific_journal-6146	72	11	are	be	AUX
american_scientific_journal-6146	72	12	all	all	PRON
american_scientific_journal-6146	72	13	made	make	VERB
american_scientific_journal-6146	72	14	by	by	ADP
american_scientific_journal-6146	72	15	ourselves	ourselves	PRON
american_scientific_journal-6146	72	16	,	,	PUNCT
american_scientific_journal-6146	72	17	which	which	PRON
american_scientific_journal-6146	72	18	are	be	AUX
american_scientific_journal-6146	72	19	characterized	characterize	VERB
american_scientific_journal-6146	72	20	by	by	ADP
american_scientific_journal-6146	72	21	large	large	ADJ
american_scientific_journal-6146	72	22	construction	construction	NOUN
american_scientific_journal-6146	72	23	sites	site	NOUN
american_scientific_journal-6146	72	24	and	and	CCONJ
american_scientific_journal-6146	72	25	small	small	ADJ
american_scientific_journal-6146	72	26	objects	object	NOUN
american_scientific_journal-6146	72	27	.	.	PUNCT
american_scientific_journal-6146	73	1	there	there	PRON
american_scientific_journal-6146	73	2	are	be	VERB
american_scientific_journal-6146	73	3	three	three	NUM
american_scientific_journal-6146	73	4	object	object	NOUN
american_scientific_journal-6146	73	5	categories	category	NOUN
american_scientific_journal-6146	73	6	in	in	ADP
american_scientific_journal-6146	73	7	the	the	DET
american_scientific_journal-6146	73	8	dataset	dataset	NOUN
american_scientific_journal-6146	73	9	,	,	PUNCT
american_scientific_journal-6146	73	10	namely	namely	ADV
american_scientific_journal-6146	73	11	people	people	NOUN
american_scientific_journal-6146	73	12	,	,	PUNCT
american_scientific_journal-6146	73	13	head	head	NOUN
american_scientific_journal-6146	73	14	regions	region	NOUN
american_scientific_journal-6146	73	15	with	with	ADP
american_scientific_journal-6146	73	16	helmet	helmet	NOUN
american_scientific_journal-6146	73	17	and	and	CCONJ
american_scientific_journal-6146	73	18	without	without	ADP
american_scientific_journal-6146	73	19	helmet	helmet	NOUN
american_scientific_journal-6146	73	20	.	.	PUNCT
american_scientific_journal-6146	74	1	there	there	PRON
american_scientific_journal-6146	74	2	are	be	VERB
american_scientific_journal-6146	74	3	3900	3900	NUM
american_scientific_journal-6146	74	4	images	image	NOUN
american_scientific_journal-6146	74	5	in	in	ADP
american_scientific_journal-6146	74	6	total	total	NOUN
american_scientific_journal-6146	74	7	,	,	PUNCT
american_scientific_journal-6146	74	8	including	include	VERB
american_scientific_journal-6146	74	9	38559	38559	NUM
american_scientific_journal-6146	74	10	objects	object	NOUN
american_scientific_journal-6146	74	11	.	.	PUNCT
american_scientific_journal-6146	75	1	3000	3000	NUM
american_scientific_journal-6146	75	2	images	image	NOUN
american_scientific_journal-6146	75	3	are	be	AUX
american_scientific_journal-6146	75	4	in	in	ADP
american_scientific_journal-6146	75	5	training	training	NOUN
american_scientific_journal-6146	75	6	with	with	ADP
american_scientific_journal-6146	75	7	31664	31664	NUM
american_scientific_journal-6146	75	8	objects	object	NOUN
american_scientific_journal-6146	75	9	,	,	PUNCT
american_scientific_journal-6146	75	10	and	and	CCONJ
american_scientific_journal-6146	75	11	900	900	NUM
american_scientific_journal-6146	75	12	images	image	NOUN
american_scientific_journal-6146	75	13	in	in	ADP
american_scientific_journal-6146	75	14	testing	testing	NOUN
american_scientific_journal-6146	75	15	with	with	ADP
american_scientific_journal-6146	75	16	6895	6895	NUM
american_scientific_journal-6146	75	17	objects	object	NOUN
american_scientific_journal-6146	75	18	.	.	PUNCT
american_scientific_journal-6146	76	1	the	the	DET
american_scientific_journal-6146	76	2	average	average	ADJ
american_scientific_journal-6146	76	3	number	number	NOUN
american_scientific_journal-6146	76	4	of	of	ADP
american_scientific_journal-6146	76	5	objects	object	NOUN
american_scientific_journal-6146	76	6	in	in	ADP
american_scientific_journal-6146	76	7	per	per	ADP
american_scientific_journal-6146	76	8	image	image	NOUN
american_scientific_journal-6146	76	9	is	be	AUX
american_scientific_journal-6146	76	10	close	close	ADJ
american_scientific_journal-6146	76	11	to	to	ADP
american_scientific_journal-6146	76	12	10	10	NUM
american_scientific_journal-6146	76	13	,	,	PUNCT
american_scientific_journal-6146	76	14	and	and	CCONJ
american_scientific_journal-6146	76	15	there	there	PRON
american_scientific_journal-6146	76	16	are	be	VERB
american_scientific_journal-6146	76	17	about	about	ADV
american_scientific_journal-6146	76	18	20	20	NUM
american_scientific_journal-6146	76	19	%	%	NOUN
american_scientific_journal-6146	76	20	of	of	ADP
american_scientific_journal-6146	76	21	relatively	relatively	ADV
american_scientific_journal-6146	76	22	small	small	ADJ
american_scientific_journal-6146	76	23	objects	object	NOUN
american_scientific_journal-6146	76	24	,	,	PUNCT
american_scientific_journal-6146	76	25	and	and	CCONJ
american_scientific_journal-6146	76	26	the	the	DET
american_scientific_journal-6146	76	27	detection	detection	NOUN
american_scientific_journal-6146	76	28	task	task	NOUN
american_scientific_journal-6146	76	29	is	be	AUX
american_scientific_journal-6146	76	30	rather	rather	ADV
american_scientific_journal-6146	76	31	tough	tough	ADJ
american_scientific_journal-6146	76	32	.	.	PUNCT
american_scientific_journal-6146	77	1	this	this	DET
american_scientific_journal-6146	77	2	network	network	NOUN
american_scientific_journal-6146	77	3	is	be	AUX
american_scientific_journal-6146	77	4	implemented	implement	VERB
american_scientific_journal-6146	77	5	by	by	ADP
american_scientific_journal-6146	77	6	our	our	PRON
american_scientific_journal-6146	77	7	workstation	workstation	NOUN
american_scientific_journal-6146	77	8	equipped	equip	VERB
american_scientific_journal-6146	77	9	with	with	ADP
american_scientific_journal-6146	77	10	nvidia	nvidia	PROPN
american_scientific_journal-6146	77	11	geforce	geforce	NOUN
american_scientific_journal-6146	77	12	gtx	gtx	PROPN
american_scientific_journal-6146	77	13	1080	1080	NUM
american_scientific_journal-6146	77	14	,	,	PUNCT
american_scientific_journal-6146	77	15	which	which	PRON
american_scientific_journal-6146	77	16	operating	operating	NOUN
american_scientific_journal-6146	77	17	system	system	NOUN
american_scientific_journal-6146	77	18	is	be	AUX
american_scientific_journal-6146	77	19	ubuntu	ubuntu	ADJ
american_scientific_journal-6146	77	20	16.04.6	16.04.6	NUM
american_scientific_journal-6146	77	21	lts	lt	NOUN
american_scientific_journal-6146	77	22	.	.	PUNCT
american_scientific_journal-6146	78	1	cpu	cpu	NOUN
american_scientific_journal-6146	78	2	is	be	AUX
american_scientific_journal-6146	78	3	an	an	DET
american_scientific_journal-6146	78	4	8	8	NUM
american_scientific_journal-6146	78	5	-	-	PUNCT
american_scientific_journal-6146	78	6	core	core	NOUN
american_scientific_journal-6146	78	7	16	16	NUM
american_scientific_journal-6146	78	8	-	-	PUNCT
american_scientific_journal-6146	78	9	thread	thread	NOUN
american_scientific_journal-6146	78	10	inter	inter	NOUN
american_scientific_journal-6146	78	11	xeon	xeon	PROPN
american_scientific_journal-6146	78	12	cpu	cpu	PROPN
american_scientific_journal-6146	78	13	e5	e5	PROPN
american_scientific_journal-6146	78	14	-	-	PUNCT
american_scientific_journal-6146	78	15	2650	2650	NUM
american_scientific_journal-6146	78	16	v2@2.20ghz	v2@2.20ghz	NOUN
american_scientific_journal-6146	78	17	processor	processor	NOUN
american_scientific_journal-6146	78	18	.	.	PUNCT
american_scientific_journal-6146	79	1	the	the	DET
american_scientific_journal-6146	79	2	cuda	cuda	PROPN
american_scientific_journal-6146	79	3	version	version	NOUN
american_scientific_journal-6146	79	4	is	be	AUX
american_scientific_journal-6146	79	5	8.0	8.0	NUM
american_scientific_journal-6146	79	6	.	.	PUNCT
american_scientific_journal-6146	80	1	4.2	4.2	NUM
american_scientific_journal-6146	80	2	.	.	PUNCT
american_scientific_journal-6146	81	1	comparisons	comparison	NOUN
american_scientific_journal-6146	81	2	of	of	ADP
american_scientific_journal-6146	81	3	experimental	experimental	ADJ
american_scientific_journal-6146	81	4	results	result	NOUN
american_scientific_journal-6146	81	5	we	we	PRON
american_scientific_journal-6146	81	6	choose	choose	VERB
american_scientific_journal-6146	81	7	one	one	NUM
american_scientific_journal-6146	81	8	-	-	PUNCT
american_scientific_journal-6146	81	9	stage	stage	NOUN
american_scientific_journal-6146	81	10	and	and	CCONJ
american_scientific_journal-6146	81	11	two	two	NUM
american_scientific_journal-6146	81	12	-	-	PUNCT
american_scientific_journal-6146	81	13	stage	stage	NOUN
american_scientific_journal-6146	81	14	feature	feature	NOUN
american_scientific_journal-6146	81	15	extraction	extraction	NOUN
american_scientific_journal-6146	81	16	networks	network	NOUN
american_scientific_journal-6146	81	17	,	,	PUNCT
american_scientific_journal-6146	81	18	darknet53	darknet53	PROPN
american_scientific_journal-6146	81	19	's	's	PART
american_scientific_journal-6146	81	20	yolov3	yolov3	PROPN
american_scientific_journal-6146	81	21	and	and	CCONJ
american_scientific_journal-6146	81	22	faster	fast	ADJ
american_scientific_journal-6146	81	23	rcnn	rcnn	PROPN
american_scientific_journal-6146	81	24	's	's	PART
american_scientific_journal-6146	81	25	resnet50	resnet50	NOUN
american_scientific_journal-6146	81	26	combined	combined	PROPN
american_scientific_journal-6146	81	27	fpn	fpn	PROPN
american_scientific_journal-6146	81	28	's	's	PART
american_scientific_journal-6146	81	29	algorithm	algorithm	NOUN
american_scientific_journal-6146	81	30	as	as	ADP
american_scientific_journal-6146	81	31	comparisons	comparison	NOUN
american_scientific_journal-6146	81	32	.	.	PUNCT
american_scientific_journal-6146	82	1	the	the	DET
american_scientific_journal-6146	82	2	experimental	experimental	ADJ
american_scientific_journal-6146	82	3	results	result	NOUN
american_scientific_journal-6146	82	4	are	be	AUX
american_scientific_journal-6146	82	5	shown	show	VERB
american_scientific_journal-6146	82	6	in	in	ADP
american_scientific_journal-6146	82	7	table	table	NOUN
american_scientific_journal-6146	82	8	1	1	NUM
american_scientific_journal-6146	82	9	.	.	PUNCT
american_scientific_journal-6146	82	10	table	table	NOUN
american_scientific_journal-6146	82	11	1	1	NUM
american_scientific_journal-6146	82	12	:	:	PUNCT
american_scientific_journal-6146	82	13	the	the	DET
american_scientific_journal-6146	82	14	comparisons	comparison	NOUN
american_scientific_journal-6146	82	15	of	of	ADP
american_scientific_journal-6146	82	16	experimental	experimental	ADJ
american_scientific_journal-6146	82	17	results	result	NOUN
american_scientific_journal-6146	82	18	of	of	ADP
american_scientific_journal-6146	82	19	three	three	NUM
american_scientific_journal-6146	82	20	networks	network	NOUN
american_scientific_journal-6146	82	21	networks	network	NOUN
american_scientific_journal-6146	82	22	person	person	NOUN
american_scientific_journal-6146	82	23	head	head	VERB
american_scientific_journal-6146	82	24	with	with	ADP
american_scientific_journal-6146	82	25	helmet	helmet	NOUN
american_scientific_journal-6146	82	26	head	head	NOUN
american_scientific_journal-6146	82	27	without	without	ADP
american_scientific_journal-6146	82	28	helmet	helmet	NOUN
american_scientific_journal-6146	82	29	map	map	NOUN
american_scientific_journal-6146	82	30	fps	fps	NOUN
american_scientific_journal-6146	82	31	yolov3	yolov3	PROPN
american_scientific_journal-6146	83	1	0.7426	0.7426	NUM
american_scientific_journal-6146	83	2	0.7157	0.7157	NUM
american_scientific_journal-6146	83	3	0.6985	0.6985	NUM
american_scientific_journal-6146	83	4	0.7189	0.7189	NUM
american_scientific_journal-6146	83	5	25	25	NUM
american_scientific_journal-6146	83	6	resnet50+fpn(faster	resnet50+fpn(faster	ADJ
american_scientific_journal-6146	83	7	r	r	NOUN
american_scientific_journal-6146	83	8	-	-	PUNCT
american_scientific_journal-6146	83	9	cnn	cnn	NOUN
american_scientific_journal-6146	83	10	)	)	PUNCT
american_scientific_journal-6146	83	11	0.8045	0.8045	NUM
american_scientific_journal-6146	83	12	0.7574	0.7574	NUM
american_scientific_journal-6146	83	13	0.7881	0.7881	NUM
american_scientific_journal-6146	83	14	0.7833	0.7833	NUM
american_scientific_journal-6146	83	15	5	5	NUM
american_scientific_journal-6146	83	16	proposed	propose	VERB
american_scientific_journal-6146	83	17	(	(	PUNCT
american_scientific_journal-6146	83	18	ours	ours	ADJ
american_scientific_journal-6146	83	19	)	)	PUNCT
american_scientific_journal-6146	83	20	0.8295	0.8295	NUM
american_scientific_journal-6146	83	21	0.7707	0.7707	NUM
american_scientific_journal-6146	83	22	0.7943	0.7943	NUM
american_scientific_journal-6146	83	23	0.7982	0.7982	NUM
american_scientific_journal-6146	83	24	4.7	4.7	NUM
american_scientific_journal-6146	84	1	it	it	PRON
american_scientific_journal-6146	84	2	can	can	AUX
american_scientific_journal-6146	84	3	be	be	AUX
american_scientific_journal-6146	84	4	seen	see	VERB
american_scientific_journal-6146	84	5	from	from	ADP
american_scientific_journal-6146	84	6	table	table	NOUN
american_scientific_journal-6146	84	7	1	1	NUM
american_scientific_journal-6146	84	8	that	that	SCONJ
american_scientific_journal-6146	84	9	faster	fast	ADV
american_scientific_journal-6146	84	10	r	r	NOUN
american_scientific_journal-6146	84	11	-	-	PUNCT
american_scientific_journal-6146	84	12	cnn	cnn	PROPN
american_scientific_journal-6146	84	13	has	have	AUX
american_scientific_journal-6146	84	14	improved	improve	VERB
american_scientific_journal-6146	84	15	6.44	6.44	NUM
american_scientific_journal-6146	84	16	%	%	NOUN
american_scientific_journal-6146	84	17	on	on	ADP
american_scientific_journal-6146	84	18	map	map	NOUN
american_scientific_journal-6146	84	19	compared	compare	VERB
american_scientific_journal-6146	84	20	to	to	ADP
american_scientific_journal-6146	84	21	yolov3	yolov3	PROPN
american_scientific_journal-6146	84	22	.	.	PUNCT
american_scientific_journal-6146	85	1	our	our	PRON
american_scientific_journal-6146	85	2	improved	improved	ADJ
american_scientific_journal-6146	85	3	network	network	NOUN
american_scientific_journal-6146	85	4	has	have	VERB
american_scientific_journal-6146	85	5	1.49	1.49	NUM
american_scientific_journal-6146	85	6	%	%	NOUN
american_scientific_journal-6146	85	7	higher	high	ADJ
american_scientific_journal-6146	85	8	in	in	ADP
american_scientific_journal-6146	85	9	map	map	NOUN
american_scientific_journal-6146	85	10	and	and	CCONJ
american_scientific_journal-6146	85	11	0.3	0.3	NUM
american_scientific_journal-6146	85	12	slower	slow	ADJ
american_scientific_journal-6146	85	13	in	in	ADP
american_scientific_journal-6146	85	14	fps	fps	PROPN
american_scientific_journal-6146	85	15	than	than	ADP
american_scientific_journal-6146	85	16	the	the	DET
american_scientific_journal-6146	85	17	original	original	ADJ
american_scientific_journal-6146	85	18	faster	fast	ADJ
american_scientific_journal-6146	85	19	r	r	NOUN
american_scientific_journal-6146	85	20	-	-	PUNCT
american_scientific_journal-6146	85	21	cnn	cnn	NOUN
american_scientific_journal-6146	85	22	.	.	PUNCT
american_scientific_journal-6146	86	1	4.3	4.3	NUM
american_scientific_journal-6146	86	2	.	.	PUNCT
american_scientific_journal-6146	86	3	experiments	experiment	NOUN
american_scientific_journal-6146	86	4	on	on	ADP
american_scientific_journal-6146	86	5	fusion	fusion	NOUN
american_scientific_journal-6146	86	6	methods	method	NOUN
american_scientific_journal-6146	86	7	since	since	SCONJ
american_scientific_journal-6146	86	8	the	the	DET
american_scientific_journal-6146	86	9	feature	feature	NOUN
american_scientific_journal-6146	86	10	extraction	extraction	NOUN
american_scientific_journal-6146	86	11	network	network	NOUN
american_scientific_journal-6146	86	12	shown	show	VERB
american_scientific_journal-6146	86	13	in	in	ADP
american_scientific_journal-6146	86	14	fig	fig	NOUN
american_scientific_journal-6146	86	15	.	.	PUNCT
american_scientific_journal-6146	87	1	2	2	NUM
american_scientific_journal-6146	87	2	uses	use	VERB
american_scientific_journal-6146	87	3	two	two	NUM
american_scientific_journal-6146	87	4	feature	feature	NOUN
american_scientific_journal-6146	87	5	fusion	fusion	NOUN
american_scientific_journal-6146	87	6	operations	operation	NOUN
american_scientific_journal-6146	87	7	,	,	PUNCT
american_scientific_journal-6146	87	8	which	which	PRON
american_scientific_journal-6146	87	9	are	be	AUX
american_scientific_journal-6146	87	10	the	the	DET
american_scientific_journal-6146	87	11	nms	nms	NOUN
american_scientific_journal-6146	87	12	and	and	CCONJ
american_scientific_journal-6146	87	13	soft	soft	ADJ
american_scientific_journal-6146	87	14	-	-	PUNCT
american_scientific_journal-6146	87	15	nms	nms	NOUN
american_scientific_journal-6146	87	16	.	.	PUNCT
american_scientific_journal-6146	88	1	the	the	DET
american_scientific_journal-6146	88	2	nms	nms	PROPN
american_scientific_journal-6146	88	3	is	be	AUX
american_scientific_journal-6146	88	4	to	to	PART
american_scientific_journal-6146	88	5	sort	sort	VERB
american_scientific_journal-6146	88	6	the	the	DET
american_scientific_journal-6146	88	7	detection	detection	NOUN
american_scientific_journal-6146	88	8	boxes	box	NOUN
american_scientific_journal-6146	88	9	by	by	ADP
american_scientific_journal-6146	88	10	scores	score	NOUN
american_scientific_journal-6146	88	11	firstly	firstly	ADV
american_scientific_journal-6146	88	12	,	,	PUNCT
american_scientific_journal-6146	88	13	and	and	CCONJ
american_scientific_journal-6146	88	14	then	then	ADV
american_scientific_journal-6146	88	15	the	the	DET
american_scientific_journal-6146	88	16	box	box	NOUN
american_scientific_journal-6146	88	17	with	with	ADP
american_scientific_journal-6146	88	18	the	the	DET
american_scientific_journal-6146	88	19	highest	high	ADJ
american_scientific_journal-6146	88	20	score	score	NOUN
american_scientific_journal-6146	88	21	is	be	AUX
american_scientific_journal-6146	88	22	kept	keep	VERB
american_scientific_journal-6146	88	23	,	,	PUNCT
american_scientific_journal-6146	88	24	while	while	SCONJ
american_scientific_journal-6146	88	25	other	other	ADJ
american_scientific_journal-6146	88	26	overlapping	overlap	VERB
american_scientific_journal-6146	88	27	boxes	box	NOUN
american_scientific_journal-6146	88	28	more	more	ADJ
american_scientific_journal-6146	88	29	than	than	ADP
american_scientific_journal-6146	88	30	a	a	DET
american_scientific_journal-6146	88	31	certain	certain	ADJ
american_scientific_journal-6146	88	32	proportion	proportion	NOUN
american_scientific_journal-6146	88	33	are	be	AUX
american_scientific_journal-6146	88	34	excluded	exclude	VERB
american_scientific_journal-6146	88	35	.	.	PUNCT
american_scientific_journal-6146	89	1	soft	soft	ADJ
american_scientific_journal-6146	89	2	-	-	PUNCT
american_scientific_journal-6146	89	3	nms	nms	NOUN
american_scientific_journal-6146	89	4	is	be	AUX
american_scientific_journal-6146	89	5	special	special	ADJ
american_scientific_journal-6146	89	6	for	for	ADP
american_scientific_journal-6146	89	7	a	a	DET
american_scientific_journal-6146	89	8	american	american	ADJ
american_scientific_journal-6146	89	9	scientific	scientific	ADJ
american_scientific_journal-6146	89	10	research	research	NOUN
american_scientific_journal-6146	89	11	journal	journal	NOUN
american_scientific_journal-6146	89	12	for	for	ADP
american_scientific_journal-6146	89	13	engineering	engineering	NOUN
american_scientific_journal-6146	89	14	,	,	PUNCT
american_scientific_journal-6146	89	15	technology	technology	NOUN
american_scientific_journal-6146	89	16	,	,	PUNCT
american_scientific_journal-6146	89	17	and	and	CCONJ
american_scientific_journal-6146	89	18	sciences	science	NOUN
american_scientific_journal-6146	89	19	(	(	PUNCT
american_scientific_journal-6146	89	20	asrjets	asrjet	NOUN
american_scientific_journal-6146	89	21	)	)	PUNCT
american_scientific_journal-6146	89	22	(	(	PUNCT
american_scientific_journal-6146	89	23	2020	2020	NUM
american_scientific_journal-6146	89	24	)	)	PUNCT
american_scientific_journal-6146	89	25	volume	volume	NOUN
american_scientific_journal-6146	89	26	71	71	NUM
american_scientific_journal-6146	89	27	,	,	PUNCT
american_scientific_journal-6146	89	28	no	no	DET
american_scientific_journal-6146	89	29	1	1	NUM
american_scientific_journal-6146	89	30	,	,	PUNCT
american_scientific_journal-6146	89	31	pp	pp	ADV
american_scientific_journal-6146	89	32	220	220	NUM
american_scientific_journal-6146	89	33	-	-	SYM
american_scientific_journal-6146	89	34	228	228	NUM
american_scientific_journal-6146	89	35	225	225	NUM
american_scientific_journal-6146	89	36	certain	certain	ADJ
american_scientific_journal-6146	89	37	case	case	NOUN
american_scientific_journal-6146	89	38	in	in	ADP
american_scientific_journal-6146	89	39	nms	nms	NOUN
american_scientific_journal-6146	89	40	with	with	ADP
american_scientific_journal-6146	89	41	overlapping	overlap	VERB
american_scientific_journal-6146	89	42	regions	region	NOUN
american_scientific_journal-6146	89	43	and	and	CCONJ
american_scientific_journal-6146	89	44	high	high	ADJ
american_scientific_journal-6146	89	45	scores	score	NOUN
american_scientific_journal-6146	89	46	,	,	PUNCT
american_scientific_journal-6146	89	47	which	which	PRON
american_scientific_journal-6146	89	48	leads	lead	VERB
american_scientific_journal-6146	89	49	to	to	ADP
american_scientific_journal-6146	89	50	one	one	NUM
american_scientific_journal-6146	89	51	of	of	ADP
american_scientific_journal-6146	89	52	the	the	DET
american_scientific_journal-6146	89	53	boxes	box	NOUN
american_scientific_journal-6146	89	54	being	be	AUX
american_scientific_journal-6146	89	55	excluded	exclude	VERB
american_scientific_journal-6146	89	56	.	.	PUNCT
american_scientific_journal-6146	90	1	the	the	DET
american_scientific_journal-6146	90	2	soft	soft	ADJ
american_scientific_journal-6146	90	3	-	-	PUNCT
american_scientific_journal-6146	90	4	nms	nms	NOUN
american_scientific_journal-6146	90	5	is	be	AUX
american_scientific_journal-6146	90	6	to	to	PART
american_scientific_journal-6146	90	7	reduce	reduce	VERB
american_scientific_journal-6146	90	8	the	the	DET
american_scientific_journal-6146	90	9	score	score	NOUN
american_scientific_journal-6146	90	10	of	of	ADP
american_scientific_journal-6146	90	11	the	the	DET
american_scientific_journal-6146	90	12	boxes	box	NOUN
american_scientific_journal-6146	90	13	by	by	ADP
american_scientific_journal-6146	90	14	a	a	DET
american_scientific_journal-6146	90	15	gaussian	gaussian	ADJ
american_scientific_journal-6146	90	16	function	function	NOUN
american_scientific_journal-6146	90	17	to	to	PART
american_scientific_journal-6146	90	18	solve	solve	VERB
american_scientific_journal-6146	90	19	partial	partial	ADJ
american_scientific_journal-6146	90	20	occlusion	occlusion	NOUN
american_scientific_journal-6146	90	21	.	.	PUNCT
american_scientific_journal-6146	91	1	the	the	DET
american_scientific_journal-6146	91	2	eight	eight	NUM
american_scientific_journal-6146	91	3	experimental	experimental	ADJ
american_scientific_journal-6146	91	4	results	result	NOUN
american_scientific_journal-6146	91	5	are	be	AUX
american_scientific_journal-6146	91	6	shown	show	VERB
american_scientific_journal-6146	91	7	in	in	ADP
american_scientific_journal-6146	91	8	table	table	NOUN
american_scientific_journal-6146	91	9	2	2	NUM
american_scientific_journal-6146	91	10	.	.	PUNCT
american_scientific_journal-6146	91	11	table	table	NOUN
american_scientific_journal-6146	91	12	2	2	NUM
american_scientific_journal-6146	91	13	:	:	PUNCT
american_scientific_journal-6146	91	14	the	the	DET
american_scientific_journal-6146	91	15	eight	eight	NUM
american_scientific_journal-6146	91	16	experimental	experimental	ADJ
american_scientific_journal-6146	91	17	results	result	NOUN
american_scientific_journal-6146	91	18	exp	exp	VERB
american_scientific_journal-6146	91	19	the	the	DET
american_scientific_journal-6146	91	20	1st	1st	ADJ
american_scientific_journal-6146	91	21	fusion	fusion	NOUN
american_scientific_journal-6146	91	22	the	the	DET
american_scientific_journal-6146	91	23	2nd	2nd	ADJ
american_scientific_journal-6146	91	24	fusion	fusion	NOUN
american_scientific_journal-6146	91	25	nms	nms	NOUN
american_scientific_journal-6146	91	26	softnms	softnms	NOUN
american_scientific_journal-6146	91	27	person	person	NOUN
american_scientific_journal-6146	91	28	head	head	VERB
american_scientific_journal-6146	91	29	with	with	ADP
american_scientific_journal-6146	91	30	helmet	helmet	NOUN
american_scientific_journal-6146	91	31	head	head	NOUN
american_scientific_journal-6146	91	32	without	without	ADP
american_scientific_journal-6146	91	33	helmet	helmet	NOUN
american_scientific_journal-6146	91	34	map	map	NOUN
american_scientific_journal-6146	91	35	add	add	VERB
american_scientific_journal-6146	91	36	concat	concat	NOUN
american_scientific_journal-6146	91	37	add	add	VERB
american_scientific_journal-6146	91	38	concat	concat	NOUN
american_scientific_journal-6146	91	39	exp.1	exp.1	ADJ
american_scientific_journal-6146	91	40	√	√	PROPN
american_scientific_journal-6146	91	41	√	√	PROPN
american_scientific_journal-6146	91	42	√	√	ADP
american_scientific_journal-6146	91	43	0.8295	0.8295	NUM
american_scientific_journal-6146	92	1	0.7707	0.7707	NUM
american_scientific_journal-6146	92	2	0.7943	0.7943	NUM
american_scientific_journal-6146	92	3	0.7982	0.7982	NUM
american_scientific_journal-6146	92	4	exp.2	exp.2	NOUN
american_scientific_journal-6146	92	5	√	√	ADJ
american_scientific_journal-6146	92	6	√	√	NUM
american_scientific_journal-6146	92	7	√	√	NUM
american_scientific_journal-6146	93	1	0.8323	0.8323	NUM
american_scientific_journal-6146	93	2	0.7731	0.7731	NUM
american_scientific_journal-6146	93	3	0.7958	0.7958	NUM
american_scientific_journal-6146	93	4	0.8004	0.8004	NUM
american_scientific_journal-6146	93	5	exp.3	exp.3	VERB
american_scientific_journal-6146	93	6	√	√	NOUN
american_scientific_journal-6146	93	7	√	√	NUM
american_scientific_journal-6146	93	8	√	√	NUM
american_scientific_journal-6146	93	9	0.8192	0.8192	NUM
american_scientific_journal-6146	93	10	0.7727	0.7727	NUM
american_scientific_journal-6146	93	11	0.8051	0.8051	NUM
american_scientific_journal-6146	93	12	0.7990	0.7990	NUM
american_scientific_journal-6146	93	13	exp.4	exp.4	ADJ
american_scientific_journal-6146	93	14	√	√	NOUN
american_scientific_journal-6146	93	15	√	√	NUM
american_scientific_journal-6146	94	1	√	√	NUM
american_scientific_journal-6146	94	2	0.8247	0.8247	NUM
american_scientific_journal-6146	94	3	0.7788	0.7788	NUM
american_scientific_journal-6146	94	4	0.8058	0.8058	NUM
american_scientific_journal-6146	94	5	0.8031	0.8031	NUM
american_scientific_journal-6146	94	6	exp.5	exp.5	NOUN
american_scientific_journal-6146	94	7	√	√	VERB
american_scientific_journal-6146	94	8	√	√	NUM
american_scientific_journal-6146	95	1	√	√	PROPN
american_scientific_journal-6146	95	2	0.8317	0.8317	NUM
american_scientific_journal-6146	95	3	0.7623	0.7623	NUM
american_scientific_journal-6146	95	4	0.7916	0.7916	NUM
american_scientific_journal-6146	95	5	0.7952	0.7952	NUM
american_scientific_journal-6146	95	6	exp.6	exp.6	NUM
american_scientific_journal-6146	95	7	√	√	PROPN
american_scientific_journal-6146	95	8	√	√	NUM
american_scientific_journal-6146	95	9	√	√	NUM
american_scientific_journal-6146	95	10	0.8343	0.8343	NUM
american_scientific_journal-6146	96	1	0.7609	0.7609	NOUN
american_scientific_journal-6146	96	2	0.7951	0.7951	NUM
american_scientific_journal-6146	96	3	0.7968	0.7968	NUM
american_scientific_journal-6146	96	4	exp.7	exp.7	NUM
american_scientific_journal-6146	96	5	√	√	PROPN
american_scientific_journal-6146	96	6	√	√	PROPN
american_scientific_journal-6146	96	7	√	√	ADP
american_scientific_journal-6146	96	8	0.8293	0.8293	NUM
american_scientific_journal-6146	96	9	0.7796	0.7796	NUM
american_scientific_journal-6146	96	10	0.8017	0.8017	NUM
american_scientific_journal-6146	96	11	0.8035	0.8035	NUM
american_scientific_journal-6146	96	12	exp.8	exp.8	NOUN
american_scientific_journal-6146	96	13	√	√	NOUN
american_scientific_journal-6146	96	14	√	√	PROPN
american_scientific_journal-6146	96	15	√	√	PROPN
american_scientific_journal-6146	96	16	0.8310	0.8310	NUM
american_scientific_journal-6146	96	17	0.7834	0.7834	NUM
american_scientific_journal-6146	96	18	0.8045	0.8045	NUM
american_scientific_journal-6146	96	19	0.8063	0.8063	NUM
american_scientific_journal-6146	96	20	eight	eight	NUM
american_scientific_journal-6146	96	21	combinations	combination	NOUN
american_scientific_journal-6146	96	22	are	be	AUX
american_scientific_journal-6146	96	23	formed	form	VERB
american_scientific_journal-6146	96	24	by	by	ADP
american_scientific_journal-6146	96	25	the	the	DET
american_scientific_journal-6146	96	26	add	add	NOUN
american_scientific_journal-6146	96	27	or	or	CCONJ
american_scientific_journal-6146	96	28	concatenation	concatenation	NOUN
american_scientific_journal-6146	96	29	of	of	ADP
american_scientific_journal-6146	96	30	nms	nms	NOUN
american_scientific_journal-6146	96	31	or	or	CCONJ
american_scientific_journal-6146	96	32	soft	soft	ADJ
american_scientific_journal-6146	96	33	-	-	PUNCT
american_scientific_journal-6146	96	34	nms	nms	NOUN
american_scientific_journal-6146	96	35	fusions	fusion	NOUN
american_scientific_journal-6146	96	36	.	.	PUNCT
american_scientific_journal-6146	97	1	it	it	PRON
american_scientific_journal-6146	97	2	is	be	AUX
american_scientific_journal-6146	97	3	found	find	VERB
american_scientific_journal-6146	97	4	that	that	SCONJ
american_scientific_journal-6146	97	5	the	the	DET
american_scientific_journal-6146	97	6	map	map	NOUN
american_scientific_journal-6146	97	7	values	value	NOUN
american_scientific_journal-6146	97	8	using	use	VERB
american_scientific_journal-6146	97	9	the	the	DET
american_scientific_journal-6146	97	10	soft	soft	ADJ
american_scientific_journal-6146	97	11	-	-	PUNCT
american_scientific_journal-6146	97	12	nms	nms	NOUN
american_scientific_journal-6146	97	13	are	be	AUX
american_scientific_journal-6146	97	14	higher	high	ADJ
american_scientific_journal-6146	97	15	than	than	ADP
american_scientific_journal-6146	97	16	that	that	PRON
american_scientific_journal-6146	97	17	using	use	VERB
american_scientific_journal-6146	97	18	the	the	DET
american_scientific_journal-6146	97	19	nms	nms	NOUN
american_scientific_journal-6146	97	20	.	.	PUNCT
american_scientific_journal-6146	98	1	the	the	DET
american_scientific_journal-6146	98	2	highest	high	ADJ
american_scientific_journal-6146	98	3	map	map	NOUN
american_scientific_journal-6146	98	4	value	value	NOUN
american_scientific_journal-6146	98	5	is	be	AUX
american_scientific_journal-6146	98	6	using	use	VERB
american_scientific_journal-6146	98	7	concat	concat	NOUN
american_scientific_journal-6146	98	8	.	.	PUNCT
american_scientific_journal-6146	99	1	compared	compare	VERB
american_scientific_journal-6146	99	2	with	with	ADP
american_scientific_journal-6146	99	3	the	the	DET
american_scientific_journal-6146	99	4	original	original	ADJ
american_scientific_journal-6146	99	5	exp.1	exp.1	PROPN
american_scientific_journal-6146	99	6	also	also	ADV
american_scientific_journal-6146	99	7	in	in	ADP
american_scientific_journal-6146	99	8	table	table	NOUN
american_scientific_journal-6146	99	9	1	1	NUM
american_scientific_journal-6146	99	10	,	,	PUNCT
american_scientific_journal-6146	99	11	the	the	DET
american_scientific_journal-6146	99	12	highest	high	ADJ
american_scientific_journal-6146	99	13	map	map	NOUN
american_scientific_journal-6146	99	14	value	value	NOUN
american_scientific_journal-6146	99	15	is	be	AUX
american_scientific_journal-6146	99	16	increased	increase	VERB
american_scientific_journal-6146	99	17	by	by	ADP
american_scientific_journal-6146	99	18	0.81	0.81	NUM
american_scientific_journal-6146	99	19	%	%	NOUN
american_scientific_journal-6146	99	20	.	.	PUNCT
american_scientific_journal-6146	100	1	figure	figure	NOUN
american_scientific_journal-6146	100	2	5	5	NUM
american_scientific_journal-6146	100	3	shows	show	VERB
american_scientific_journal-6146	100	4	the	the	DET
american_scientific_journal-6146	100	5	pr	pr	NOUN
american_scientific_journal-6146	100	6	curve	curve	NOUN
american_scientific_journal-6146	100	7	with	with	ADP
american_scientific_journal-6146	100	8	a	a	DET
american_scientific_journal-6146	100	9	map	map	NOUN
american_scientific_journal-6146	100	10	value	value	NOUN
american_scientific_journal-6146	100	11	of	of	ADP
american_scientific_journal-6146	100	12	0.8063	0.8063	NUM
american_scientific_journal-6146	100	13	.	.	PUNCT
american_scientific_journal-6146	101	1	three	three	NUM
american_scientific_journal-6146	101	2	actual	actual	ADJ
american_scientific_journal-6146	101	3	detection	detection	NOUN
american_scientific_journal-6146	101	4	scenarios	scenario	NOUN
american_scientific_journal-6146	101	5	are	be	AUX
american_scientific_journal-6146	101	6	shown	show	VERB
american_scientific_journal-6146	101	7	in	in	ADP
american_scientific_journal-6146	101	8	figure	figure	NOUN
american_scientific_journal-6146	101	9	6	6	NUM
american_scientific_journal-6146	101	10	-	-	SYM
american_scientific_journal-6146	101	11	8	8	NUM
american_scientific_journal-6146	101	12	.	.	PUNCT
american_scientific_journal-6146	102	1	figure	figure	NOUN
american_scientific_journal-6146	102	2	5	5	NUM
american_scientific_journal-6146	102	3	:	:	PUNCT
american_scientific_journal-6146	102	4	pr	pr	NOUN
american_scientific_journal-6146	102	5	curve	curve	NOUN
american_scientific_journal-6146	102	6	with	with	ADP
american_scientific_journal-6146	102	7	map	map	NOUN
american_scientific_journal-6146	102	8	value	value	NOUN
american_scientific_journal-6146	102	9	of	of	ADP
american_scientific_journal-6146	102	10	0.8063	0.8063	NUM
american_scientific_journal-6146	102	11	american	american	ADJ
american_scientific_journal-6146	102	12	scientific	scientific	ADJ
american_scientific_journal-6146	102	13	research	research	NOUN
american_scientific_journal-6146	102	14	journal	journal	NOUN
american_scientific_journal-6146	102	15	for	for	ADP
american_scientific_journal-6146	102	16	engineering	engineering	NOUN
american_scientific_journal-6146	102	17	,	,	PUNCT
american_scientific_journal-6146	102	18	technology	technology	NOUN
american_scientific_journal-6146	102	19	,	,	PUNCT
american_scientific_journal-6146	102	20	and	and	CCONJ
american_scientific_journal-6146	102	21	sciences	science	NOUN
american_scientific_journal-6146	102	22	(	(	PUNCT
american_scientific_journal-6146	102	23	asrjets	asrjet	NOUN
american_scientific_journal-6146	102	24	)	)	PUNCT
american_scientific_journal-6146	102	25	(	(	PUNCT
american_scientific_journal-6146	102	26	2020	2020	NUM
american_scientific_journal-6146	102	27	)	)	PUNCT
american_scientific_journal-6146	102	28	volume	volume	NOUN
american_scientific_journal-6146	102	29	71	71	NUM
american_scientific_journal-6146	102	30	,	,	PUNCT
american_scientific_journal-6146	102	31	no	no	DET
american_scientific_journal-6146	102	32	1	1	NUM
american_scientific_journal-6146	102	33	,	,	PUNCT
american_scientific_journal-6146	102	34	pp	pp	ADV
american_scientific_journal-6146	102	35	220	220	NUM
american_scientific_journal-6146	102	36	-	-	SYM
american_scientific_journal-6146	102	37	228	228	NUM
american_scientific_journal-6146	102	38	226	226	NUM
american_scientific_journal-6146	102	39	figure	figure	NOUN
american_scientific_journal-6146	102	40	6	6	NUM
american_scientific_journal-6146	102	41	:	:	PUNCT
american_scientific_journal-6146	102	42	detection	detection	NOUN
american_scientific_journal-6146	102	43	result	result	NOUN
american_scientific_journal-6146	102	44	in	in	ADP
american_scientific_journal-6146	102	45	harbor	harbor	NOUN
american_scientific_journal-6146	102	46	figure	figure	NOUN
american_scientific_journal-6146	102	47	7	7	NUM
american_scientific_journal-6146	102	48	:	:	PUNCT
american_scientific_journal-6146	102	49	detection	detection	NOUN
american_scientific_journal-6146	102	50	result	result	NOUN
american_scientific_journal-6146	102	51	in	in	ADP
american_scientific_journal-6146	102	52	construction	construction	NOUN
american_scientific_journal-6146	102	53	site	site	NOUN
american_scientific_journal-6146	102	54	figure	figure	NOUN
american_scientific_journal-6146	102	55	8	8	NUM
american_scientific_journal-6146	102	56	:	:	PUNCT
american_scientific_journal-6146	102	57	detection	detection	NOUN
american_scientific_journal-6146	102	58	result	result	NOUN
american_scientific_journal-6146	102	59	in	in	ADP
american_scientific_journal-6146	102	60	the	the	DET
american_scientific_journal-6146	102	61	case	case	NOUN
american_scientific_journal-6146	102	62	of	of	ADP
american_scientific_journal-6146	102	63	multiple	multiple	ADJ
american_scientific_journal-6146	102	64	objects	object	NOUN
american_scientific_journal-6146	102	65	and	and	CCONJ
american_scientific_journal-6146	102	66	occlusion	occlusion	NOUN
american_scientific_journal-6146	102	67	american	american	ADJ
american_scientific_journal-6146	102	68	scientific	scientific	ADJ
american_scientific_journal-6146	102	69	research	research	NOUN
american_scientific_journal-6146	102	70	journal	journal	NOUN
american_scientific_journal-6146	102	71	for	for	ADP
american_scientific_journal-6146	102	72	engineering	engineering	NOUN
american_scientific_journal-6146	102	73	,	,	PUNCT
american_scientific_journal-6146	102	74	technology	technology	NOUN
american_scientific_journal-6146	102	75	,	,	PUNCT
american_scientific_journal-6146	102	76	and	and	CCONJ
american_scientific_journal-6146	102	77	sciences	science	NOUN
american_scientific_journal-6146	102	78	(	(	PUNCT
american_scientific_journal-6146	102	79	asrjets	asrjet	NOUN
american_scientific_journal-6146	102	80	)	)	PUNCT
american_scientific_journal-6146	102	81	(	(	PUNCT
american_scientific_journal-6146	102	82	2020	2020	NUM
american_scientific_journal-6146	102	83	)	)	PUNCT
american_scientific_journal-6146	102	84	volume	volume	NOUN
american_scientific_journal-6146	102	85	71	71	NUM
american_scientific_journal-6146	102	86	,	,	PUNCT
american_scientific_journal-6146	102	87	no	no	DET
american_scientific_journal-6146	102	88	1	1	NUM
american_scientific_journal-6146	102	89	,	,	PUNCT
american_scientific_journal-6146	102	90	pp	pp	ADV
american_scientific_journal-6146	102	91	220	220	NUM
american_scientific_journal-6146	102	92	-	-	SYM
american_scientific_journal-6146	102	93	228	228	NUM
american_scientific_journal-6146	102	94	227	227	NUM
american_scientific_journal-6146	102	95	5	5	NUM
american_scientific_journal-6146	102	96	.	.	PUNCT
american_scientific_journal-6146	103	1	conclusion	conclusion	NOUN
american_scientific_journal-6146	103	2	we	we	PRON
american_scientific_journal-6146	103	3	focus	focus	VERB
american_scientific_journal-6146	103	4	on	on	ADP
american_scientific_journal-6146	103	5	solving	solve	VERB
american_scientific_journal-6146	103	6	the	the	DET
american_scientific_journal-6146	103	7	problems	problem	NOUN
american_scientific_journal-6146	103	8	of	of	ADP
american_scientific_journal-6146	103	9	small	small	ADJ
american_scientific_journal-6146	103	10	object	object	NOUN
american_scientific_journal-6146	103	11	detection	detection	NOUN
american_scientific_journal-6146	103	12	in	in	ADP
american_scientific_journal-6146	103	13	large	large	ADJ
american_scientific_journal-6146	103	14	construction	construction	NOUN
american_scientific_journal-6146	103	15	sites	site	NOUN
american_scientific_journal-6146	103	16	.	.	PUNCT
american_scientific_journal-6146	104	1	the	the	DET
american_scientific_journal-6146	104	2	feature	feature	NOUN
american_scientific_journal-6146	104	3	extraction	extraction	NOUN
american_scientific_journal-6146	104	4	network	network	NOUN
american_scientific_journal-6146	104	5	is	be	AUX
american_scientific_journal-6146	104	6	our	our	PRON
american_scientific_journal-6146	104	7	mainly	mainly	ADV
american_scientific_journal-6146	104	8	developed	develop	VERB
american_scientific_journal-6146	104	9	part	part	NOUN
american_scientific_journal-6146	104	10	which	which	PRON
american_scientific_journal-6146	104	11	the	the	DET
american_scientific_journal-6146	104	12	prb	prb	NOUN
american_scientific_journal-6146	104	13	and	and	CCONJ
american_scientific_journal-6146	104	14	the	the	DET
american_scientific_journal-6146	104	15	rfb	rfb	PROPN
american_scientific_journal-6146	104	16	blocks	block	NOUN
american_scientific_journal-6146	104	17	are	be	AUX
american_scientific_journal-6146	104	18	added	add	VERB
american_scientific_journal-6146	104	19	,	,	PUNCT
american_scientific_journal-6146	104	20	and	and	CCONJ
american_scientific_journal-6146	104	21	two	two	NUM
american_scientific_journal-6146	104	22	fusions	fusion	NOUN
american_scientific_journal-6146	104	23	are	be	AUX
american_scientific_journal-6146	104	24	performed	perform	VERB
american_scientific_journal-6146	104	25	.	.	PUNCT
american_scientific_journal-6146	105	1	the	the	DET
american_scientific_journal-6146	105	2	improved	improve	VERB
american_scientific_journal-6146	105	3	feature	feature	NOUN
american_scientific_journal-6146	105	4	extraction	extraction	NOUN
american_scientific_journal-6146	105	5	network	network	NOUN
american_scientific_journal-6146	105	6	increased	increase	VERB
american_scientific_journal-6146	105	7	the	the	DET
american_scientific_journal-6146	105	8	map	map	NOUN
american_scientific_journal-6146	105	9	value	value	NOUN
american_scientific_journal-6146	105	10	by	by	ADP
american_scientific_journal-6146	105	11	1.49	1.49	NUM
american_scientific_journal-6146	105	12	%	%	NOUN
american_scientific_journal-6146	105	13	.	.	PUNCT
american_scientific_journal-6146	106	1	we	we	PRON
american_scientific_journal-6146	106	2	have	have	AUX
american_scientific_journal-6146	106	3	also	also	ADV
american_scientific_journal-6146	106	4	conducted	conduct	VERB
american_scientific_journal-6146	106	5	experiments	experiment	NOUN
american_scientific_journal-6146	106	6	on	on	ADP
american_scientific_journal-6146	106	7	the	the	DET
american_scientific_journal-6146	106	8	two	two	NUM
american_scientific_journal-6146	106	9	fusion	fusion	NOUN
american_scientific_journal-6146	106	10	methods	method	NOUN
american_scientific_journal-6146	106	11	.	.	PUNCT
american_scientific_journal-6146	107	1	and	and	CCONJ
american_scientific_journal-6146	107	2	find	find	VERB
american_scientific_journal-6146	107	3	that	that	SCONJ
american_scientific_journal-6146	107	4	concatenation	concatenation	NOUN
american_scientific_journal-6146	107	5	performs	perform	VERB
american_scientific_journal-6146	107	6	better	well	ADJ
american_scientific_journal-6146	107	7	than	than	SCONJ
american_scientific_journal-6146	107	8	add	add	VERB
american_scientific_journal-6146	107	9	.	.	PUNCT
american_scientific_journal-6146	108	1	finally	finally	ADV
american_scientific_journal-6146	108	2	,	,	PUNCT
american_scientific_journal-6146	108	3	our	our	PRON
american_scientific_journal-6146	108	4	proposed	propose	VERB
american_scientific_journal-6146	108	5	network	network	NOUN
american_scientific_journal-6146	108	6	improves	improve	VERB
american_scientific_journal-6146	108	7	map	map	NOUN
american_scientific_journal-6146	108	8	by	by	ADP
american_scientific_journal-6146	108	9	2.3	2.3	NUM
american_scientific_journal-6146	108	10	%	%	NOUN
american_scientific_journal-6146	108	11	compared	compare	VERB
american_scientific_journal-6146	108	12	to	to	ADP
american_scientific_journal-6146	108	13	the	the	DET
american_scientific_journal-6146	108	14	original	original	ADJ
american_scientific_journal-6146	108	15	network	network	NOUN
american_scientific_journal-6146	108	16	in	in	ADP
american_scientific_journal-6146	108	17	actual	actual	ADJ
american_scientific_journal-6146	108	18	pedestrian	pedestrian	NOUN
american_scientific_journal-6146	108	19	and	and	CCONJ
american_scientific_journal-6146	108	20	helmet	helmet	NOUN
american_scientific_journal-6146	108	21	detection	detection	NOUN
american_scientific_journal-6146	108	22	scenarios	scenario	NOUN
american_scientific_journal-6146	108	23	.	.	PUNCT
american_scientific_journal-6146	109	1	but	but	CCONJ
american_scientific_journal-6146	109	2	this	this	DET
american_scientific_journal-6146	109	3	network	network	NOUN
american_scientific_journal-6146	109	4	has	have	VERB
american_scientific_journal-6146	109	5	certain	certain	ADJ
american_scientific_journal-6146	109	6	limitations	limitation	NOUN
american_scientific_journal-6146	109	7	.	.	PUNCT
american_scientific_journal-6146	110	1	when	when	SCONJ
american_scientific_journal-6146	110	2	the	the	DET
american_scientific_journal-6146	110	3	objects	object	NOUN
american_scientific_journal-6146	110	4	are	be	AUX
american_scientific_journal-6146	110	5	very	very	ADV
american_scientific_journal-6146	110	6	small	small	ADJ
american_scientific_journal-6146	110	7	or	or	CCONJ
american_scientific_journal-6146	110	8	occluded	occlude	VERB
american_scientific_journal-6146	110	9	,	,	PUNCT
american_scientific_journal-6146	110	10	it	it	PRON
american_scientific_journal-6146	110	11	is	be	AUX
american_scientific_journal-6146	110	12	hard	hard	ADJ
american_scientific_journal-6146	110	13	to	to	PART
american_scientific_journal-6146	110	14	be	be	AUX
american_scientific_journal-6146	110	15	detected	detect	VERB
american_scientific_journal-6146	110	16	.	.	PUNCT
american_scientific_journal-6146	111	1	references	reference	NOUN
american_scientific_journal-6146	111	2	[	[	X
american_scientific_journal-6146	111	3	1	1	NUM
american_scientific_journal-6146	111	4	]	]	PUNCT
american_scientific_journal-6146	111	5	.	.	PUNCT
american_scientific_journal-6146	112	1	v	v	X
american_scientific_journal-6146	112	2	zeiler	zeiler	NOUN
american_scientific_journal-6146	112	3	,	,	PUNCT
american_scientific_journal-6146	112	4	matthew	matthew	PROPN
american_scientific_journal-6146	112	5	d	d	PROPN
american_scientific_journal-6146	112	6	,	,	PUNCT
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american_scientific_journal-6146	112	10	.	.	PUNCT
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american_scientific_journal-6146	113	7	.	.	PUNCT
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american_scientific_journal-6146	114	7	(	(	PUNCT
american_scientific_journal-6146	114	8	2014	2014	NUM
american_scientific_journal-6146	114	9	)	)	PUNCT
american_scientific_journal-6146	114	10	.	.	PUNCT
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american_scientific_journal-6146	115	3	]	]	PUNCT
american_scientific_journal-6146	115	4	.	.	PUNCT
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american_scientific_journal-6146	116	2	,	,	PUNCT
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american_scientific_journal-6146	117	1	"	"	PUNCT
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american_scientific_journal-6146	117	4	-	-	PUNCT
american_scientific_journal-6146	117	5	cnn	cnn	NOUN
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american_scientific_journal-6146	117	7	"	"	PUNCT
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american_scientific_journal-6146	118	3	(	(	PUNCT
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american_scientific_journal-6146	118	5	)	)	PUNCT
american_scientific_journal-6146	118	6	.	.	PUNCT
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american_scientific_journal-6146	119	4	.	.	PUNCT
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american_scientific_journal-6146	120	4	,	,	PUNCT
american_scientific_journal-6146	120	5	et	et	PROPN
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american_scientific_journal-6146	120	7	.	.	PUNCT
american_scientific_journal-6146	121	1	"	"	PUNCT
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american_scientific_journal-6146	121	4	-	-	PUNCT
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american_scientific_journal-6146	121	6	:	:	PUNCT
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american_scientific_journal-6146	121	9	-	-	PUNCT
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american_scientific_journal-6146	122	6	&	&	CCONJ
american_scientific_journal-6146	122	7	machine	machine	NOUN
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american_scientific_journal-6146	122	10	-	-	SYM
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american_scientific_journal-6146	122	12	.	.	PUNCT
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american_scientific_journal-6146	123	4	.	.	PUNCT
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american_scientific_journal-6146	124	4	,	,	PUNCT
american_scientific_journal-6146	124	5	et	et	PROPN
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american_scientific_journal-6146	124	7	.	.	PUNCT
american_scientific_journal-6146	125	1	"	"	PUNCT
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american_scientific_journal-6146	125	3	-	-	PUNCT
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american_scientific_journal-6146	125	5	:	:	PUNCT
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american_scientific_journal-6146	125	8	visual	visual	ADJ
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american_scientific_journal-6146	125	15	-	-	PUNCT
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american_scientific_journal-6146	126	1	2017	2017	NUM
american_scientific_journal-6146	126	2	ieee	ieee	PROPN
american_scientific_journal-6146	126	3	international	international	ADJ
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american_scientific_journal-6146	126	5	on	on	ADP
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american_scientific_journal-6146	126	8	(	(	PUNCT
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american_scientific_journal-6146	126	10	)	)	PUNCT
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american_scientific_journal-6146	126	13	)	)	PUNCT
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american_scientific_journal-6146	127	4	.	.	PUNCT
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american_scientific_journal-6146	128	2	,	,	PUNCT
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american_scientific_journal-6146	128	4	,	,	PUNCT
american_scientific_journal-6146	128	5	et	et	PROPN
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american_scientific_journal-6146	129	1	"	"	PUNCT
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american_scientific_journal-6146	129	3	:	:	PUNCT
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american_scientific_journal-6146	129	5	shot	shot	NOUN
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american_scientific_journal-6146	129	8	.	.	PUNCT
american_scientific_journal-6146	129	9	"	"	PUNCT
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american_scientific_journal-6146	130	3	on	on	ADP
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american_scientific_journal-6146	130	5	vision	vision	PROPN
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american_scientific_journal-6146	130	7	international	international	PROPN
american_scientific_journal-6146	130	8	publishing	publishing	NOUN
american_scientific_journal-6146	130	9	(	(	PUNCT
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american_scientific_journal-6146	131	3	]	]	PUNCT
american_scientific_journal-6146	131	4	.	.	PUNCT
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american_scientific_journal-6146	132	2	,	,	PUNCT
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american_scientific_journal-6146	132	4	,	,	PUNCT
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american_scientific_journal-6146	132	7	.	.	PUNCT
american_scientific_journal-6146	133	1	"	"	PUNCT
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american_scientific_journal-6146	133	6	:	:	PUNCT
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american_scientific_journal-6146	133	8	,	,	PUNCT
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american_scientific_journal-6146	133	10	-	-	PUNCT
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american_scientific_journal-6146	135	4	.	.	PUNCT
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american_scientific_journal-6146	136	5	,	,	PUNCT
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american_scientific_journal-6146	138	10	-	-	SYM
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american_scientific_journal-6146	138	12	.	.	PUNCT
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american_scientific_journal-6146	139	4	.	.	PUNCT
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american_scientific_journal-6146	139	8	,	,	PUNCT
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american_scientific_journal-6146	140	7	-	-	PUNCT
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american_scientific_journal-6146	141	7	&	&	CCONJ
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american_scientific_journal-6146	142	4	.	.	PUNCT
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american_scientific_journal-6146	143	2	,	,	PUNCT
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american_scientific_journal-6146	143	4	,	,	PUNCT
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american_scientific_journal-6146	143	7	.	.	PUNCT
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american_scientific_journal-6146	145	6	-	-	SYM
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american_scientific_journal-6146	145	8	.	.	PUNCT
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american_scientific_journal-6146	146	4	.	.	PUNCT
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american_scientific_journal-6146	147	2	-	-	PUNCT
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american_scientific_journal-6146	147	11	-	-	PUNCT
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american_scientific_journal-6146	150	4	.	.	PUNCT
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american_scientific_journal-6146	152	14	"	"	PUNCT
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american_scientific_journal-6146	156	4	on	on	ADP
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american_scientific_journal-6146	158	5	,	,	PUNCT
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american_scientific_journal-6146	161	4	.	.	PUNCT
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american_scientific_journal-6146	162	4	,	,	PUNCT
american_scientific_journal-6146	162	5	et	et	PROPN
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american_scientific_journal-6146	163	4	-	-	PUNCT
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american_scientific_journal-6146	163	6	.	.	PUNCT
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american_scientific_journal-6146	164	10	-	-	PUNCT
american_scientific_journal-6146	164	11	1	1	NUM
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american_scientific_journal-6146	165	4	.	.	PUNCT
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american_scientific_journal-6146	166	4	,	,	PUNCT
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american_scientific_journal-6146	168	9	ieee	ieee	PROPN
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american_scientific_journal-6146	169	9	,	,	PUNCT
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american_scientific_journal-6146	170	4	.	.	PUNCT
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american_scientific_journal-6146	171	5	,	,	PUNCT
american_scientific_journal-6146	171	6	et	et	PROPN
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american_scientific_journal-6146	175	9	.	.	PUNCT
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