id	sid	tid	token	lemma	pos
fcis-7702	1	1	frontiers	frontier	NOUN
fcis-7702	1	2	in	in	ADP
fcis-7702	1	3	computing	computing	NOUN
fcis-7702	1	4	and	and	CCONJ
fcis-7702	1	5	intelligent	intelligent	ADJ
fcis-7702	1	6	systems	system	NOUN
fcis-7702	1	7	issn	issn	VERB
fcis-7702	1	8	:	:	PUNCT
fcis-7702	1	9	2832	2832	NUM
fcis-7702	1	10	-	-	SYM
fcis-7702	1	11	6024	6024	NUM
fcis-7702	1	12	|	|	NOUN
fcis-7702	1	13	vol	vol	NOUN
fcis-7702	1	14	.	.	PROPN
fcis-7702	2	1	3	3	NUM
fcis-7702	2	2	,	,	PUNCT
fcis-7702	2	3	no	no	INTJ
fcis-7702	2	4	.	.	NOUN
fcis-7702	2	5	2	2	NUM
fcis-7702	2	6	,	,	PUNCT
fcis-7702	2	7	2023	2023	NUM
fcis-7702	2	8	147	147	NUM
fcis-7702	2	9	research	research	NOUN
fcis-7702	2	10	on	on	ADP
fcis-7702	2	11	video	video	NOUN
fcis-7702	2	12	synopsis	synopsis	NOUN
fcis-7702	2	13	based	base	VERB
fcis-7702	2	14	on	on	ADP
fcis-7702	2	15	deep	deep	ADJ
fcis-7702	2	16	learning	learning	NOUN
fcis-7702	2	17	target	target	NOUN
fcis-7702	2	18	detection	detection	NOUN
fcis-7702	2	19	and	and	CCONJ
fcis-7702	2	20	target	target	NOUN
fcis-7702	2	21	trajectory	trajectory	NOUN
fcis-7702	2	22	optimization	optimization	NOUN
fcis-7702	2	23	yue	yue	PROPN
fcis-7702	2	24	liu1	liu1	PROPN
fcis-7702	2	25	,	,	PUNCT
fcis-7702	2	26	a	a	PRON
fcis-7702	2	27	,	,	PUNCT
fcis-7702	2	28	li	li	PROPN
fcis-7702	2	29	luo1	luo1	PROPN
fcis-7702	2	30	,	,	PUNCT
fcis-7702	2	31	b	b	PROPN
fcis-7702	2	32	and	and	CCONJ
fcis-7702	2	33	weibin	weibin	PROPN
fcis-7702	2	34	hong2	hong2	PROPN
fcis-7702	2	35	,	,	PUNCT
fcis-7702	2	36	c	c	PROPN
fcis-7702	2	37	1school	1school	NUM
fcis-7702	2	38	of	of	ADP
fcis-7702	2	39	guangdong	guangdong	PROPN
fcis-7702	2	40	technology	technology	PROPN
fcis-7702	2	41	university	university	PROPN
fcis-7702	2	42	,	,	PUNCT
fcis-7702	2	43	guangzhou	guangzhou	PROPN
fcis-7702	2	44	510000	510000	NUM
fcis-7702	2	45	,	,	PUNCT
fcis-7702	2	46	china	china	PROPN
fcis-7702	2	47	2	2	NUM
fcis-7702	2	48	guangzhou	guangzhou	PROPN
fcis-7702	2	49	guangxin	guangxin	PROPN
fcis-7702	2	50	technology	technology	PROPN
fcis-7702	2	51	co.	co.	PROPN
fcis-7702	2	52	ltd	ltd	PROPN
fcis-7702	2	53	,	,	PUNCT
fcis-7702	2	54	guangzhou	guangzhou	PROPN
fcis-7702	2	55	510000	510000	NUM
fcis-7702	2	56	,	,	PUNCT
fcis-7702	2	57	china	china	PROPN
fcis-7702	2	58	a	a	DET
fcis-7702	2	59	18512513101@163.com	18512513101@163.com	NUM
fcis-7702	2	60	,	,	PUNCT
fcis-7702	2	61	b	b	NOUN
fcis-7702	2	62	luoli@gdut.edu.cn	luoli@gdut.edu.cn	NOUN
fcis-7702	2	63	,	,	PUNCT
fcis-7702	2	64	c	c	PROPN
fcis-7702	2	65	hongweibin@guangxin.tech	hongweibin@guangxin.tech	PROPN
fcis-7702	2	66	abstract	abstract	NOUN
fcis-7702	2	67	:	:	PUNCT
fcis-7702	2	68	in	in	ADP
fcis-7702	2	69	this	this	DET
fcis-7702	2	70	era	era	NOUN
fcis-7702	2	71	of	of	ADP
fcis-7702	2	72	rapid	rapid	ADJ
fcis-7702	2	73	economic	economic	ADJ
fcis-7702	2	74	and	and	CCONJ
fcis-7702	2	75	technological	technological	ADJ
fcis-7702	2	76	development	development	NOUN
fcis-7702	2	77	,	,	PUNCT
fcis-7702	2	78	monitoring	monitoring	NOUN
fcis-7702	2	79	is	be	AUX
fcis-7702	2	80	essential	essential	ADJ
fcis-7702	2	81	for	for	ADP
fcis-7702	2	82	security	security	NOUN
fcis-7702	2	83	issues	issue	NOUN
fcis-7702	2	84	.	.	PUNCT
fcis-7702	3	1	however	however	ADV
fcis-7702	3	2	,	,	PUNCT
fcis-7702	3	3	it	it	PRON
fcis-7702	3	4	is	be	AUX
fcis-7702	3	5	also	also	ADV
fcis-7702	3	6	accompanied	accompany	VERB
fcis-7702	3	7	by	by	ADP
fcis-7702	3	8	the	the	DET
fcis-7702	3	9	low	low	ADJ
fcis-7702	3	10	efficiency	efficiency	NOUN
fcis-7702	3	11	of	of	ADP
fcis-7702	3	12	managing	manage	VERB
fcis-7702	3	13	and	and	CCONJ
fcis-7702	3	14	viewing	view	VERB
fcis-7702	3	15	a	a	DET
fcis-7702	3	16	large	large	ADJ
fcis-7702	3	17	number	number	NOUN
fcis-7702	3	18	of	of	ADP
fcis-7702	3	19	surveillance	surveillance	NOUN
fcis-7702	3	20	videos	video	NOUN
fcis-7702	3	21	every	every	DET
fcis-7702	3	22	day	day	NOUN
fcis-7702	3	23	.	.	PUNCT
fcis-7702	4	1	traditional	traditional	ADJ
fcis-7702	4	2	methods	method	NOUN
fcis-7702	4	3	are	be	AUX
fcis-7702	4	4	gradually	gradually	ADV
fcis-7702	4	5	unable	unable	ADJ
fcis-7702	4	6	to	to	PART
fcis-7702	4	7	meet	meet	VERB
fcis-7702	4	8	the	the	DET
fcis-7702	4	9	requirements	requirement	NOUN
fcis-7702	4	10	of	of	ADP
fcis-7702	4	11	application	application	NOUN
fcis-7702	4	12	,	,	PUNCT
fcis-7702	4	13	and	and	CCONJ
fcis-7702	4	14	the	the	DET
fcis-7702	4	15	video	video	NOUN
fcis-7702	4	16	field	field	NOUN
fcis-7702	4	17	requires	require	VERB
fcis-7702	4	18	algorithm	algorithm	NOUN
fcis-7702	4	19	technology	technology	NOUN
fcis-7702	4	20	that	that	PRON
fcis-7702	4	21	can	can	AUX
fcis-7702	4	22	better	well	ADV
fcis-7702	4	23	solve	solve	VERB
fcis-7702	4	24	practical	practical	ADJ
fcis-7702	4	25	problems	problem	NOUN
fcis-7702	4	26	.	.	PUNCT
fcis-7702	5	1	intelligent	intelligent	ADJ
fcis-7702	5	2	monitoring	monitoring	NOUN
fcis-7702	5	3	technology	technology	NOUN
fcis-7702	5	4	is	be	AUX
fcis-7702	5	5	gradually	gradually	ADV
fcis-7702	5	6	emerging	emerge	VERB
fcis-7702	5	7	and	and	CCONJ
fcis-7702	5	8	developing	develop	VERB
fcis-7702	5	9	,	,	PUNCT
fcis-7702	5	10	based	base	VERB
fcis-7702	5	11	on	on	ADP
fcis-7702	5	12	theories	theory	NOUN
fcis-7702	5	13	such	such	ADJ
fcis-7702	5	14	as	as	ADP
fcis-7702	5	15	computer	computer	NOUN
fcis-7702	5	16	vision	vision	NOUN
fcis-7702	5	17	,	,	PUNCT
fcis-7702	5	18	which	which	PRON
fcis-7702	5	19	can	can	AUX
fcis-7702	5	20	solve	solve	VERB
fcis-7702	5	21	many	many	ADJ
fcis-7702	5	22	monitoring	monitoring	NOUN
fcis-7702	5	23	video	video	NOUN
fcis-7702	5	24	problems	problem	NOUN
fcis-7702	5	25	and	and	CCONJ
fcis-7702	5	26	greatly	greatly	ADV
fcis-7702	5	27	improve	improve	VERB
fcis-7702	5	28	the	the	DET
fcis-7702	5	29	efficiency	efficiency	NOUN
fcis-7702	5	30	of	of	ADP
fcis-7702	5	31	monitoring	monitor	VERB
fcis-7702	5	32	video	video	NOUN
fcis-7702	5	33	work	work	NOUN
fcis-7702	5	34	.	.	PUNCT
fcis-7702	6	1	through	through	ADP
fcis-7702	6	2	in	in	ADP
fcis-7702	6	3	-	-	PUNCT
fcis-7702	6	4	depth	depth	NOUN
fcis-7702	6	5	exploration	exploration	NOUN
fcis-7702	6	6	of	of	ADP
fcis-7702	6	7	existing	exist	VERB
fcis-7702	6	8	video	video	NOUN
fcis-7702	6	9	synopsis	synopsis	NOUN
fcis-7702	6	10	technology	technology	NOUN
fcis-7702	6	11	algorithms	algorithm	NOUN
fcis-7702	6	12	,	,	PUNCT
fcis-7702	6	13	this	this	DET
fcis-7702	6	14	article	article	NOUN
fcis-7702	6	15	proposes	propose	VERB
fcis-7702	6	16	a	a	DET
fcis-7702	6	17	new	new	ADJ
fcis-7702	6	18	video	video	NOUN
fcis-7702	6	19	synopsis	synopsis	NOUN
fcis-7702	6	20	method	method	NOUN
fcis-7702	6	21	that	that	PRON
fcis-7702	6	22	can	can	AUX
fcis-7702	6	23	effectively	effectively	ADV
fcis-7702	6	24	detect	detect	VERB
fcis-7702	6	25	and	and	CCONJ
fcis-7702	6	26	track	track	NOUN
fcis-7702	6	27	videos	video	NOUN
fcis-7702	6	28	,	,	PUNCT
fcis-7702	6	29	thereby	thereby	ADV
fcis-7702	6	30	greatly	greatly	ADV
fcis-7702	6	31	improving	improve	VERB
fcis-7702	6	32	the	the	DET
fcis-7702	6	33	efficiency	efficiency	NOUN
fcis-7702	6	34	of	of	ADP
fcis-7702	6	35	storage	storage	NOUN
fcis-7702	6	36	,	,	PUNCT
fcis-7702	6	37	transmission	transmission	NOUN
fcis-7702	6	38	,	,	PUNCT
fcis-7702	6	39	and	and	CCONJ
fcis-7702	6	40	use	use	NOUN
fcis-7702	6	41	of	of	ADP
fcis-7702	6	42	surveillance	surveillance	NOUN
fcis-7702	6	43	videos	video	NOUN
fcis-7702	6	44	.	.	PUNCT
fcis-7702	7	1	experiments	experiment	NOUN
fcis-7702	7	2	have	have	AUX
fcis-7702	7	3	shown	show	VERB
fcis-7702	7	4	that	that	SCONJ
fcis-7702	7	5	this	this	DET
fcis-7702	7	6	method	method	NOUN
fcis-7702	7	7	can	can	AUX
fcis-7702	7	8	effectively	effectively	ADV
fcis-7702	7	9	concentrate	concentrate	VERB
fcis-7702	7	10	surveillance	surveillance	NOUN
fcis-7702	7	11	videos	video	NOUN
fcis-7702	7	12	,	,	PUNCT
fcis-7702	7	13	and	and	CCONJ
fcis-7702	7	14	compared	compare	VERB
fcis-7702	7	15	with	with	ADP
fcis-7702	7	16	existing	exist	VERB
fcis-7702	7	17	methods	method	NOUN
fcis-7702	7	18	,	,	PUNCT
fcis-7702	7	19	it	it	PRON
fcis-7702	7	20	has	have	VERB
fcis-7702	7	21	a	a	DET
fcis-7702	7	22	better	well	ADJ
fcis-7702	7	23	synopsis	synopsis	NOUN
fcis-7702	7	24	ratio	ratio	NOUN
fcis-7702	7	25	while	while	SCONJ
fcis-7702	7	26	ensuring	ensure	VERB
fcis-7702	7	27	the	the	DET
fcis-7702	7	28	integrity	integrity	NOUN
fcis-7702	7	29	of	of	ADP
fcis-7702	7	30	video	video	NOUN
fcis-7702	7	31	information	information	NOUN
fcis-7702	7	32	,	,	PUNCT
fcis-7702	7	33	effectively	effectively	ADV
fcis-7702	7	34	reducing	reduce	VERB
fcis-7702	7	35	collisions	collision	NOUN
fcis-7702	7	36	between	between	ADP
fcis-7702	7	37	targets	target	NOUN
fcis-7702	7	38	,	,	PUNCT
fcis-7702	7	39	effectively	effectively	ADV
fcis-7702	7	40	reducing	reduce	VERB
fcis-7702	7	41	overlap	overlap	NOUN
fcis-7702	7	42	between	between	ADP
fcis-7702	7	43	targets	target	NOUN
fcis-7702	7	44	,	,	PUNCT
fcis-7702	7	45	and	and	CCONJ
fcis-7702	7	46	achieving	achieve	VERB
fcis-7702	7	47	good	good	ADJ
fcis-7702	7	48	visual	visual	ADJ
fcis-7702	7	49	effects	effect	NOUN
fcis-7702	7	50	.	.	PUNCT
fcis-7702	8	1	utilizing	utilize	VERB
fcis-7702	8	2	an	an	DET
fcis-7702	8	3	improved	improved	ADJ
fcis-7702	8	4	deep	deep	ADJ
fcis-7702	8	5	learning	learning	NOUN
fcis-7702	8	6	object	object	NOUN
fcis-7702	8	7	detection	detection	NOUN
fcis-7702	8	8	and	and	CCONJ
fcis-7702	8	9	multi	multi	ADJ
fcis-7702	8	10	object	object	NOUN
fcis-7702	8	11	tracking	track	VERB
fcis-7702	8	12	algorithm	algorithm	NOUN
fcis-7702	8	13	with	with	ADP
fcis-7702	8	14	added	add	VERB
fcis-7702	8	15	attention	attention	NOUN
fcis-7702	8	16	mechanism	mechanism	NOUN
fcis-7702	8	17	to	to	PART
fcis-7702	8	18	extract	extract	VERB
fcis-7702	8	19	foreground	foreground	NOUN
fcis-7702	8	20	moving	move	VERB
fcis-7702	8	21	targets	target	NOUN
fcis-7702	8	22	in	in	ADP
fcis-7702	8	23	videos	video	NOUN
fcis-7702	8	24	,	,	PUNCT
fcis-7702	8	25	and	and	CCONJ
fcis-7702	8	26	using	use	VERB
fcis-7702	8	27	a	a	DET
fcis-7702	8	28	mixed	mixed	ADJ
fcis-7702	8	29	gaussian	gaussian	ADJ
fcis-7702	8	30	background	background	NOUN
fcis-7702	8	31	modeling	model	VERB
fcis-7702	8	32	algorithm	algorithm	NOUN
fcis-7702	8	33	establish	establish	VERB
fcis-7702	8	34	a	a	DET
fcis-7702	8	35	background	background	NOUN
fcis-7702	8	36	,	,	PUNCT
fcis-7702	8	37	laying	lay	VERB
fcis-7702	8	38	a	a	DET
fcis-7702	8	39	stable	stable	ADJ
fcis-7702	8	40	target	target	NOUN
fcis-7702	8	41	foundation	foundation	NOUN
fcis-7702	8	42	for	for	ADP
fcis-7702	8	43	subsequent	subsequent	ADJ
fcis-7702	8	44	video	video	NOUN
fcis-7702	8	45	concentration	concentration	NOUN
fcis-7702	8	46	.	.	PUNCT
fcis-7702	9	1	at	at	ADP
fcis-7702	9	2	the	the	DET
fcis-7702	9	3	same	same	ADJ
fcis-7702	9	4	time	time	NOUN
fcis-7702	9	5	,	,	PUNCT
fcis-7702	9	6	design	design	NOUN
fcis-7702	9	7	trajectory	trajectory	NOUN
fcis-7702	9	8	recombination	recombination	NOUN
fcis-7702	9	9	optimization	optimization	NOUN
fcis-7702	9	10	methods	method	NOUN
fcis-7702	9	11	to	to	PART
fcis-7702	9	12	ensure	ensure	VERB
fcis-7702	9	13	that	that	SCONJ
fcis-7702	9	14	the	the	DET
fcis-7702	9	15	targets	target	NOUN
fcis-7702	9	16	do	do	AUX
fcis-7702	9	17	not	not	PART
fcis-7702	9	18	overlap	overlap	VERB
fcis-7702	9	19	as	as	ADV
fcis-7702	9	20	much	much	ADV
fcis-7702	9	21	as	as	ADP
fcis-7702	9	22	possible	possible	ADJ
fcis-7702	9	23	.	.	PUNCT
fcis-7702	10	1	reasonably	reasonably	ADV
fcis-7702	10	2	place	place	VERB
fcis-7702	10	3	the	the	DET
fcis-7702	10	4	targets	target	NOUN
fcis-7702	10	5	in	in	ADP
fcis-7702	10	6	the	the	DET
fcis-7702	10	7	new	new	ADJ
fcis-7702	10	8	condensed	condense	VERB
fcis-7702	10	9	video	video	NOUN
fcis-7702	10	10	sequence	sequence	NOUN
fcis-7702	10	11	,	,	PUNCT
fcis-7702	10	12	determine	determine	VERB
fcis-7702	10	13	the	the	DET
fcis-7702	10	14	index	index	NOUN
fcis-7702	10	15	of	of	ADP
fcis-7702	10	16	all	all	DET
fcis-7702	10	17	targets	target	NOUN
fcis-7702	10	18	in	in	ADP
fcis-7702	10	19	the	the	DET
fcis-7702	10	20	new	new	ADJ
fcis-7702	10	21	condensed	condense	VERB
fcis-7702	10	22	video	video	NOUN
fcis-7702	10	23	stream	stream	NOUN
fcis-7702	10	24	,	,	PUNCT
fcis-7702	10	25	and	and	CCONJ
fcis-7702	10	26	finally	finally	ADV
fcis-7702	10	27	integrate	integrate	VERB
fcis-7702	10	28	each	each	DET
fcis-7702	10	29	frame	frame	NOUN
fcis-7702	10	30	of	of	ADP
fcis-7702	10	31	target	target	NOUN
fcis-7702	10	32	images	image	NOUN
fcis-7702	10	33	into	into	ADP
fcis-7702	10	34	the	the	DET
fcis-7702	10	35	background	background	NOUN
fcis-7702	10	36	image	image	NOUN
fcis-7702	10	37	according	accord	VERB
fcis-7702	10	38	to	to	ADP
fcis-7702	10	39	the	the	DET
fcis-7702	10	40	set	set	ADJ
fcis-7702	10	41	index	index	NOUN
fcis-7702	10	42	rules	rule	NOUN
fcis-7702	10	43	,	,	PUNCT
fcis-7702	10	44	ultimately	ultimately	ADV
fcis-7702	10	45	obtaining	obtain	VERB
fcis-7702	10	46	the	the	DET
fcis-7702	10	47	synopsis	synopsis	NOUN
fcis-7702	10	48	video	video	NOUN
fcis-7702	10	49	.	.	PUNCT
fcis-7702	11	1	keywords	keyword	NOUN
fcis-7702	11	2	:	:	PUNCT
fcis-7702	11	3	monitoring	monitor	VERB
fcis-7702	11	4	video	video	NOUN
fcis-7702	11	5	synopsis	synopsis	NOUN
fcis-7702	11	6	;	;	PUNCT
fcis-7702	11	7	target	target	NOUN
fcis-7702	11	8	detection	detection	NOUN
fcis-7702	11	9	;	;	PUNCT
fcis-7702	11	10	deep	deep	ADJ
fcis-7702	11	11	learning	learning	NOUN
fcis-7702	11	12	;	;	PUNCT
fcis-7702	11	13	track	track	NOUN
fcis-7702	11	14	extraction	extraction	NOUN
fcis-7702	11	15	;	;	PUNCT
fcis-7702	11	16	trajectory	trajectory	NOUN
fcis-7702	11	17	optimization	optimization	NOUN
fcis-7702	11	18	.	.	PUNCT
fcis-7702	12	1	1	1	X
fcis-7702	12	2	.	.	X
fcis-7702	12	3	introduction	introduction	NOUN
fcis-7702	12	4	in	in	ADP
fcis-7702	12	5	recent	recent	ADJ
fcis-7702	12	6	years	year	NOUN
fcis-7702	12	7	,	,	PUNCT
fcis-7702	12	8	with	with	ADP
fcis-7702	12	9	the	the	DET
fcis-7702	12	10	popularity	popularity	NOUN
fcis-7702	12	11	of	of	ADP
fcis-7702	12	12	the	the	DET
fcis-7702	12	13	internet	internet	NOUN
fcis-7702	12	14	,	,	PUNCT
fcis-7702	12	15	the	the	DET
fcis-7702	12	16	powerful	powerful	ADJ
fcis-7702	12	17	functions	function	NOUN
fcis-7702	12	18	of	of	ADP
fcis-7702	12	19	computers	computer	NOUN
fcis-7702	12	20	,	,	PUNCT
fcis-7702	12	21	and	and	CCONJ
fcis-7702	12	22	the	the	DET
fcis-7702	12	23	leap	leap	NOUN
fcis-7702	12	24	of	of	ADP
fcis-7702	12	25	video	video	NOUN
fcis-7702	12	26	data	datum	NOUN
fcis-7702	12	27	processing	processing	NOUN
fcis-7702	12	28	technology	technology	NOUN
fcis-7702	12	29	,	,	PUNCT
fcis-7702	12	30	the	the	DET
fcis-7702	12	31	completely	completely	ADV
fcis-7702	12	32	digital	digital	ADJ
fcis-7702	12	33	and	and	CCONJ
fcis-7702	12	34	networked	networked	ADJ
fcis-7702	12	35	video	video	NOUN
fcis-7702	12	36	monitoring	monitoring	NOUN
fcis-7702	12	37	technology	technology	NOUN
fcis-7702	12	38	has	have	AUX
fcis-7702	12	39	become	become	VERB
fcis-7702	12	40	very	very	ADV
fcis-7702	12	41	important	important	ADJ
fcis-7702	12	42	.	.	PUNCT
fcis-7702	13	1	these	these	DET
fcis-7702	13	2	technologies	technology	NOUN
fcis-7702	13	3	have	have	VERB
fcis-7702	13	4	strong	strong	ADJ
fcis-7702	13	5	openness	openness	NOUN
fcis-7702	13	6	,	,	PUNCT
fcis-7702	13	7	integration	integration	NOUN
fcis-7702	13	8	,	,	PUNCT
fcis-7702	13	9	and	and	CCONJ
fcis-7702	13	10	reliable	reliable	ADJ
fcis-7702	13	11	operability	operability	NOUN
fcis-7702	13	12	,	,	PUNCT
fcis-7702	13	13	which	which	PRON
fcis-7702	13	14	can	can	AUX
fcis-7702	13	15	effectively	effectively	ADV
fcis-7702	13	16	improve	improve	VERB
fcis-7702	13	17	the	the	DET
fcis-7702	13	18	quality	quality	NOUN
fcis-7702	13	19	of	of	ADP
fcis-7702	13	20	video	video	NOUN
fcis-7702	13	21	surveillance	surveillance	NOUN
fcis-7702	13	22	and	and	CCONJ
fcis-7702	13	23	promote	promote	VERB
fcis-7702	13	24	the	the	DET
fcis-7702	13	25	progress	progress	NOUN
fcis-7702	13	26	of	of	ADP
fcis-7702	13	27	the	the	DET
fcis-7702	13	28	security	security	NOUN
fcis-7702	13	29	industry	industry	NOUN
fcis-7702	13	30	,	,	PUNCT
fcis-7702	13	31	thus	thus	ADV
fcis-7702	13	32	bringing	bring	VERB
fcis-7702	13	33	many	many	ADJ
fcis-7702	13	34	conveniences	convenience	NOUN
fcis-7702	13	35	to	to	ADP
fcis-7702	13	36	society	society	NOUN
fcis-7702	13	37	.	.	PUNCT
fcis-7702	14	1	with	with	ADP
fcis-7702	14	2	the	the	DET
fcis-7702	14	3	development	development	NOUN
fcis-7702	14	4	of	of	ADP
fcis-7702	14	5	networked	networked	ADJ
fcis-7702	14	6	video	video	NOUN
fcis-7702	14	7	surveillance	surveillance	NOUN
fcis-7702	14	8	,	,	PUNCT
fcis-7702	14	9	intelligent	intelligent	ADJ
fcis-7702	14	10	video	video	NOUN
fcis-7702	14	11	surveillance	surveillance	NOUN
fcis-7702	14	12	has	have	AUX
fcis-7702	14	13	become	become	VERB
fcis-7702	14	14	the	the	DET
fcis-7702	14	15	mainstream	mainstream	NOUN
fcis-7702	14	16	of	of	ADP
fcis-7702	14	17	today	today	NOUN
fcis-7702	14	18	's	's	PART
fcis-7702	14	19	society	society	NOUN
fcis-7702	14	20	.	.	PUNCT
fcis-7702	15	1	it	it	PRON
fcis-7702	15	2	can	can	AUX
fcis-7702	15	3	not	not	PART
fcis-7702	15	4	only	only	ADV
fcis-7702	15	5	provide	provide	VERB
fcis-7702	15	6	more	more	ADV
fcis-7702	15	7	accurate	accurate	ADJ
fcis-7702	15	8	video	video	NOUN
fcis-7702	15	9	surveillance	surveillance	NOUN
fcis-7702	15	10	,	,	PUNCT
fcis-7702	15	11	but	but	CCONJ
fcis-7702	15	12	also	also	ADV
fcis-7702	15	13	achieve	achieve	VERB
fcis-7702	15	14	high	high	ADJ
fcis-7702	15	15	-	-	PUNCT
fcis-7702	15	16	definition	definition	NOUN
fcis-7702	15	17	video	video	NOUN
fcis-7702	15	18	,	,	PUNCT
fcis-7702	15	19	providing	provide	VERB
fcis-7702	15	20	more	more	ADV
fcis-7702	15	21	reliable	reliable	ADJ
fcis-7702	15	22	guarantees	guarantee	NOUN
fcis-7702	15	23	for	for	ADP
fcis-7702	15	24	social	social	ADJ
fcis-7702	15	25	management	management	NOUN
fcis-7702	15	26	and	and	CCONJ
fcis-7702	15	27	supervision	supervision	NOUN
fcis-7702	15	28	.	.	PUNCT
fcis-7702	16	1	video	video	NOUN
fcis-7702	16	2	condensation	condensation	NOUN
fcis-7702	16	3	technology	technology	NOUN
fcis-7702	16	4	is	be	AUX
fcis-7702	16	5	a	a	DET
fcis-7702	16	6	technique	technique	NOUN
fcis-7702	16	7	that	that	PRON
fcis-7702	16	8	compresses	compress	VERB
fcis-7702	16	9	the	the	DET
fcis-7702	16	10	original	original	ADJ
fcis-7702	16	11	video	video	NOUN
fcis-7702	16	12	in	in	ADP
fcis-7702	16	13	both	both	DET
fcis-7702	16	14	time	time	NOUN
fcis-7702	16	15	and	and	CCONJ
fcis-7702	16	16	space	space	NOUN
fcis-7702	16	17	,	,	PUNCT
fcis-7702	16	18	making	make	VERB
fcis-7702	16	19	the	the	DET
fcis-7702	16	20	length	length	NOUN
fcis-7702	16	21	of	of	ADP
fcis-7702	16	22	the	the	DET
fcis-7702	16	23	condensed	condense	VERB
fcis-7702	16	24	video	video	NOUN
fcis-7702	16	25	shorter	short	ADJ
fcis-7702	16	26	than	than	ADP
fcis-7702	16	27	the	the	DET
fcis-7702	16	28	original	original	ADJ
fcis-7702	16	29	video	video	NOUN
fcis-7702	16	30	.	.	PUNCT
fcis-7702	17	1	in	in	ADP
fcis-7702	17	2	the	the	DET
fcis-7702	17	3	condensed	condense	VERB
fcis-7702	17	4	video	video	NOUN
fcis-7702	17	5	,	,	PUNCT
fcis-7702	17	6	different	different	ADJ
fcis-7702	17	7	objects	object	NOUN
fcis-7702	17	8	can	can	AUX
fcis-7702	17	9	be	be	AUX
fcis-7702	17	10	combined	combine	VERB
fcis-7702	17	11	into	into	ADP
fcis-7702	17	12	a	a	DET
fcis-7702	17	13	common	common	ADJ
fcis-7702	17	14	activity	activity	NOUN
fcis-7702	17	15	scene	scene	NOUN
fcis-7702	17	16	.	.	PUNCT
fcis-7702	18	1	this	this	DET
fcis-7702	18	2	video	video	NOUN
fcis-7702	18	3	concentration	concentration	NOUN
fcis-7702	18	4	technology	technology	NOUN
fcis-7702	18	5	helps	help	VERB
fcis-7702	18	6	to	to	PART
fcis-7702	18	7	retrieve	retrieve	VERB
fcis-7702	18	8	specific	specific	ADJ
fcis-7702	18	9	objects	object	NOUN
fcis-7702	18	10	at	at	ADP
fcis-7702	18	11	specific	specific	ADJ
fcis-7702	18	12	times	time	NOUN
fcis-7702	18	13	and	and	CCONJ
fcis-7702	18	14	locations	location	NOUN
fcis-7702	18	15	.	.	PUNCT
fcis-7702	19	1	this	this	DET
fcis-7702	19	2	article	article	NOUN
fcis-7702	19	3	designs	design	VERB
fcis-7702	19	4	a	a	DET
fcis-7702	19	5	video	video	NOUN
fcis-7702	19	6	concentration	concentration	NOUN
fcis-7702	19	7	method	method	NOUN
fcis-7702	19	8	based	base	VERB
fcis-7702	19	9	on	on	ADP
fcis-7702	19	10	object	object	NOUN
fcis-7702	19	11	detection	detection	NOUN
fcis-7702	19	12	and	and	CCONJ
fcis-7702	19	13	tracking	tracking	NOUN
fcis-7702	19	14	that	that	PRON
fcis-7702	19	15	is	be	AUX
fcis-7702	19	16	suitable	suitable	ADJ
fcis-7702	19	17	for	for	ADP
fcis-7702	19	18	intelligent	intelligent	ADJ
fcis-7702	19	19	monitoring	monitoring	NOUN
fcis-7702	19	20	systems	system	NOUN
fcis-7702	19	21	,	,	PUNCT
fcis-7702	19	22	ensuring	ensure	VERB
fcis-7702	19	23	that	that	SCONJ
fcis-7702	19	24	the	the	DET
fcis-7702	19	25	ghosting	ghosting	ADJ
fcis-7702	19	26	problem	problem	NOUN
fcis-7702	19	27	in	in	ADP
fcis-7702	19	28	the	the	DET
fcis-7702	19	29	condensed	condense	VERB
fcis-7702	19	30	video	video	NOUN
fcis-7702	19	31	is	be	AUX
fcis-7702	19	32	minimized	minimize	VERB
fcis-7702	19	33	,	,	PUNCT
fcis-7702	19	34	and	and	CCONJ
fcis-7702	19	35	that	that	SCONJ
fcis-7702	19	36	the	the	DET
fcis-7702	19	37	trajectory	trajectory	NOUN
fcis-7702	19	38	of	of	ADP
fcis-7702	19	39	moving	move	VERB
fcis-7702	19	40	objects	object	NOUN
fcis-7702	19	41	is	be	AUX
fcis-7702	19	42	reconstructed	reconstruct	VERB
fcis-7702	19	43	correctly	correctly	ADV
fcis-7702	19	44	and	and	CCONJ
fcis-7702	19	45	easily	easily	ADV
fcis-7702	19	46	observed	observe	VERB
fcis-7702	19	47	by	by	ADP
fcis-7702	19	48	the	the	DET
fcis-7702	19	49	human	human	ADJ
fcis-7702	19	50	eye	eye	NOUN
fcis-7702	19	51	,	,	PUNCT
fcis-7702	19	52	thereby	thereby	ADV
fcis-7702	19	53	improving	improve	VERB
fcis-7702	19	54	work	work	NOUN
fcis-7702	19	55	efficiency	efficiency	NOUN
fcis-7702	19	56	and	and	CCONJ
fcis-7702	19	57	reducing	reduce	VERB
fcis-7702	19	58	losses	loss	NOUN
fcis-7702	19	59	.	.	PUNCT
fcis-7702	20	1	2	2	X
fcis-7702	20	2	.	.	X
fcis-7702	20	3	target	target	NOUN
fcis-7702	20	4	detection	detection	NOUN
fcis-7702	20	5	and	and	CCONJ
fcis-7702	20	6	tracking	tracking	NOUN
fcis-7702	20	7	algorithm	algorithm	NOUN
fcis-7702	20	8	based	base	VERB
fcis-7702	20	9	on	on	ADP
fcis-7702	20	10	yolov5	yolov5	NOUN
fcis-7702	20	11	and	and	CCONJ
fcis-7702	20	12	deepsortsection	deepsortsection	NOUN
fcis-7702	20	13	headings	heading	NOUN
fcis-7702	20	14	2.1	2.1	NUM
fcis-7702	20	15	.	.	PUNCT
fcis-7702	21	1	modeling	modeling	NOUN
fcis-7702	21	2	of	of	ADP
fcis-7702	21	3	mixed	mixed	ADJ
fcis-7702	21	4	gaussian	gaussian	ADJ
fcis-7702	21	5	background	background	NOUN
fcis-7702	21	6	the	the	DET
fcis-7702	21	7	use	use	NOUN
fcis-7702	21	8	of	of	ADP
fcis-7702	21	9	gaussian	gaussian	ADJ
fcis-7702	21	10	mixture	mixture	NOUN
fcis-7702	21	11	model	model	NOUN
fcis-7702	21	12	(	(	PUNCT
fcis-7702	21	13	gmm)[3	gmm)[3	PROPN
fcis-7702	21	14	]	]	PUNCT
fcis-7702	21	15	modeling	modeling	NOUN
fcis-7702	21	16	technology	technology	NOUN
fcis-7702	21	17	can	can	AUX
fcis-7702	21	18	effectively	effectively	ADV
fcis-7702	21	19	analyze	analyze	VERB
fcis-7702	21	20	the	the	DET
fcis-7702	21	21	image	image	NOUN
fcis-7702	21	22	effect	effect	NOUN
fcis-7702	21	23	of	of	ADP
fcis-7702	21	24	complex	complex	ADJ
fcis-7702	21	25	backgrounds	background	NOUN
fcis-7702	21	26	and	and	CCONJ
fcis-7702	21	27	suppress	suppress	VERB
fcis-7702	21	28	the	the	DET
fcis-7702	21	29	impact	impact	NOUN
fcis-7702	21	30	of	of	ADP
fcis-7702	21	31	noise	noise	NOUN
fcis-7702	21	32	on	on	ADP
fcis-7702	21	33	the	the	DET
fcis-7702	21	34	target	target	NOUN
fcis-7702	21	35	,	,	PUNCT
fcis-7702	21	36	thereby	thereby	ADV
fcis-7702	21	37	more	more	ADV
fcis-7702	21	38	accurately	accurately	ADV
fcis-7702	21	39	fitting	fit	VERB
fcis-7702	21	40	the	the	DET
fcis-7702	21	41	changes	change	NOUN
fcis-7702	21	42	in	in	ADP
fcis-7702	21	43	pixel	pixel	ADJ
fcis-7702	21	44	color	color	NOUN
fcis-7702	21	45	values	value	NOUN
fcis-7702	21	46	.	.	PUNCT
fcis-7702	22	1	the	the	DET
fcis-7702	22	2	core	core	ADJ
fcis-7702	22	3	idea	idea	NOUN
fcis-7702	22	4	of	of	ADP
fcis-7702	22	5	mixed	mixed	ADJ
fcis-7702	22	6	gaussian	gaussian	NOUN
fcis-7702	22	7	modeling	modeling	NOUN
fcis-7702	22	8	technology	technology	NOUN
fcis-7702	22	9	is	be	AUX
fcis-7702	22	10	to	to	PART
fcis-7702	22	11	use	use	VERB
fcis-7702	22	12	multiple	multiple	ADJ
fcis-7702	22	13	gaussian	gaussian	ADJ
fcis-7702	22	14	distributions	distribution	NOUN
fcis-7702	22	15	and	and	CCONJ
fcis-7702	22	16	their	their	PRON
fcis-7702	22	17	respective	respective	ADJ
fcis-7702	22	18	weights	weight	NOUN
fcis-7702	22	19	to	to	PART
fcis-7702	22	20	simulate	simulate	VERB
fcis-7702	22	21	the	the	DET
fcis-7702	22	22	color	color	NOUN
fcis-7702	22	23	changes	change	NOUN
fcis-7702	22	24	of	of	ADP
fcis-7702	22	25	different	different	ADJ
fcis-7702	22	26	pixels	pixel	NOUN
fcis-7702	22	27	in	in	ADP
fcis-7702	22	28	an	an	DET
fcis-7702	22	29	image	image	NOUN
fcis-7702	22	30	.	.	PUNCT
fcis-7702	23	1	the	the	DET
fcis-7702	23	2	advantage	advantage	NOUN
fcis-7702	23	3	of	of	ADP
fcis-7702	23	4	this	this	DET
fcis-7702	23	5	technology	technology	NOUN
fcis-7702	23	6	is	be	AUX
fcis-7702	23	7	that	that	SCONJ
fcis-7702	23	8	it	it	PRON
fcis-7702	23	9	can	can	AUX
fcis-7702	23	10	more	more	ADV
fcis-7702	23	11	accurately	accurately	ADV
fcis-7702	23	12	capture	capture	VERB
fcis-7702	23	13	details	detail	NOUN
fcis-7702	23	14	in	in	ADP
fcis-7702	23	15	the	the	DET
fcis-7702	23	16	image	image	NOUN
fcis-7702	23	17	,	,	PUNCT
fcis-7702	23	18	thereby	thereby	ADV
fcis-7702	23	19	better	well	ADV
fcis-7702	23	20	describing	describe	VERB
fcis-7702	23	21	the	the	DET
fcis-7702	23	22	image	image	NOUN
fcis-7702	23	23	.	.	PUNCT
fcis-7702	24	1	based	base	VERB
fcis-7702	24	2	on	on	ADP
fcis-7702	24	3	the	the	DET
fcis-7702	24	4	characteristics	characteristic	NOUN
fcis-7702	24	5	of	of	ADP
fcis-7702	24	6	the	the	DET
fcis-7702	24	7	gaussian	gaussian	ADJ
fcis-7702	24	8	model	model	NOUN
fcis-7702	24	9	,	,	PUNCT
fcis-7702	24	10	multiple	multiple	ADJ
fcis-7702	24	11	gaussian	gaussian	ADJ
fcis-7702	24	12	distributions	distribution	NOUN
fcis-7702	24	13	are	be	AUX
fcis-7702	24	14	arranged	arrange	VERB
fcis-7702	24	15	according	accord	VERB
fcis-7702	24	16	to	to	ADP
fcis-7702	24	17	their	their	PRON
fcis-7702	24	18	corresponding	corresponding	ADJ
fcis-7702	24	19	weights	weight	NOUN
fcis-7702	24	20	,	,	PUNCT
fcis-7702	24	21	with	with	ADP
fcis-7702	24	22	the	the	DET
fcis-7702	24	23	highest	high	ADJ
fcis-7702	24	24	distribution	distribution	NOUN
fcis-7702	24	25	being	be	AUX
fcis-7702	24	26	considered	consider	VERB
fcis-7702	24	27	the	the	DET
fcis-7702	24	28	optimal	optimal	ADJ
fcis-7702	24	29	background	background	NOUN
fcis-7702	24	30	2.2	2.2	NUM
fcis-7702	24	31	.	.	PUNCT
fcis-7702	25	1	yolov5	yolov5	NOUN
fcis-7702	25	2	model	model	NOUN
fcis-7702	25	3	network	network	NOUN
fcis-7702	25	4	structure	structure	NOUN
fcis-7702	25	5	the	the	DET
fcis-7702	25	6	yolo	yolo	NOUN
fcis-7702	26	1	[	[	X
fcis-7702	26	2	4	4	NUM
fcis-7702	26	3	]	]	PUNCT
fcis-7702	26	4	algorithm	algorithm	NOUN
fcis-7702	26	5	refers	refer	VERB
fcis-7702	26	6	to	to	ADP
fcis-7702	26	7	a	a	DET
fcis-7702	26	8	simpler	simple	ADJ
fcis-7702	26	9	,	,	PUNCT
fcis-7702	26	10	faster	fast	ADV
fcis-7702	26	11	,	,	PUNCT
fcis-7702	26	12	and	and	CCONJ
fcis-7702	26	13	more	more	ADV
fcis-7702	26	14	effective	effective	ADJ
fcis-7702	26	15	one	one	NUM
fcis-7702	26	16	-	-	PUNCT
fcis-7702	26	17	step	step	NOUN
fcis-7702	26	18	output	output	NOUN
fcis-7702	26	19	target	target	NOUN
fcis-7702	26	20	image	image	NOUN
fcis-7702	26	21	fast	fast	ADJ
fcis-7702	26	22	detection	detection	NOUN
fcis-7702	26	23	and	and	CCONJ
fcis-7702	26	24	recognition	recognition	NOUN
fcis-7702	26	25	algorithm	algorithm	NOUN
fcis-7702	26	26	,	,	PUNCT
fcis-7702	26	27	which	which	PRON
fcis-7702	26	28	can	can	AUX
fcis-7702	26	29	directly	directly	ADV
fcis-7702	26	30	achieve	achieve	VERB
fcis-7702	26	31	detection	detection	NOUN
fcis-7702	26	32	box	box	NOUN
fcis-7702	26	33	analysis	analysis	NOUN
fcis-7702	26	34	and	and	CCONJ
fcis-7702	26	35	extraction	extraction	NOUN
fcis-7702	26	36	of	of	ADP
fcis-7702	26	37	the	the	DET
fcis-7702	26	38	target	target	NOUN
fcis-7702	26	39	to	to	PART
fcis-7702	26	40	be	be	AUX
fcis-7702	26	41	detected	detect	VERB
fcis-7702	26	42	in	in	ADP
fcis-7702	26	43	the	the	DET
fcis-7702	26	44	input	input	NOUN
fcis-7702	26	45	image	image	NOUN
fcis-7702	26	46	.	.	PUNCT
fcis-7702	27	1	through	through	ADP
fcis-7702	27	2	regression	regression	NOUN
fcis-7702	27	3	analysis	analysis	NOUN
fcis-7702	27	4	,	,	PUNCT
fcis-7702	27	5	the	the	DET
fcis-7702	27	6	algorithm	algorithm	NOUN
fcis-7702	27	7	can	can	AUX
fcis-7702	27	8	quickly	quickly	ADV
fcis-7702	27	9	and	and	CCONJ
fcis-7702	27	10	accurately	accurately	ADV
fcis-7702	27	11	detect	detect	VERB
fcis-7702	27	12	the	the	DET
fcis-7702	27	13	target	target	NOUN
fcis-7702	27	14	position	position	NOUN
fcis-7702	27	15	and	and	CCONJ
fcis-7702	27	16	category	category	NOUN
fcis-7702	27	17	information	information	NOUN
fcis-7702	27	18	in	in	ADP
fcis-7702	27	19	the	the	DET
fcis-7702	27	20	image	image	NOUN
fcis-7702	27	21	.	.	PUNCT
fcis-7702	28	1	for	for	ADP
fcis-7702	28	2	images	image	NOUN
fcis-7702	28	3	,	,	PUNCT
fcis-7702	28	4	we	we	PRON
fcis-7702	28	5	can	can	AUX
fcis-7702	28	6	refine	refine	VERB
fcis-7702	28	7	them	they	PRON
fcis-7702	28	8	into	into	ADP
fcis-7702	28	9	several	several	ADJ
fcis-7702	28	10	different	different	ADJ
fcis-7702	28	11	grids	grid	NOUN
fcis-7702	28	12	and	and	CCONJ
fcis-7702	28	13	place	place	VERB
fcis-7702	28	14	them	they	PRON
fcis-7702	28	15	on	on	ADP
fcis-7702	28	16	yolov5	yolov5	NOUN
fcis-7702	29	1	[	[	X
fcis-7702	29	2	5	5	NUM
fcis-7702	29	3	]	]	SYM
fcis-7702	29	4	's	's	PART
fcis-7702	29	5	deep	deep	ADJ
fcis-7702	29	6	neural	neural	ADJ
fcis-7702	29	7	network	network	NOUN
fcis-7702	29	8	.	.	PUNCT
fcis-7702	30	1	we	we	PRON
fcis-7702	30	2	will	will	AUX
fcis-7702	30	3	use	use	VERB
fcis-7702	30	4	this	this	DET
fcis-7702	30	5	model	model	NOUN
fcis-7702	30	6	to	to	PART
fcis-7702	30	7	examine	examine	VERB
fcis-7702	30	8	each	each	DET
fcis-7702	30	9	grid	grid	NOUN
fcis-7702	30	10	and	and	CCONJ
fcis-7702	30	11	determine	determine	VERB
fcis-7702	30	12	their	their	PRON
fcis-7702	30	13	type	type	NOUN
fcis-7702	30	14	based	base	VERB
fcis-7702	30	15	on	on	ADP
fcis-7702	30	16	their	their	PRON
fcis-7702	30	17	characterization	characterization	NOUN
fcis-7702	30	18	.	.	PUNCT
fcis-7702	31	1	in	in	ADP
fcis-7702	31	2	148	148	NUM
fcis-7702	31	3	addition	addition	NOUN
fcis-7702	31	4	,	,	PUNCT
fcis-7702	31	5	we	we	PRON
fcis-7702	31	6	can	can	AUX
fcis-7702	31	7	also	also	ADV
fcis-7702	31	8	use	use	VERB
fcis-7702	31	9	the	the	DET
fcis-7702	31	10	nms	nms	NOUN
fcis-7702	31	11	(	(	PUNCT
fcis-7702	31	12	nonlinear	nonlinear	ADJ
fcis-7702	31	13	optimization	optimization	NOUN
fcis-7702	31	14	)	)	PUNCT
fcis-7702	31	15	algorithm	algorithm	NOUN
fcis-7702	31	16	to	to	PART
fcis-7702	31	17	determine	determine	VERB
fcis-7702	31	18	the	the	DET
fcis-7702	31	19	optimal	optimal	ADJ
fcis-7702	31	20	edge	edge	NOUN
fcis-7702	31	21	conditions	condition	NOUN
fcis-7702	31	22	.	.	PUNCT
fcis-7702	32	1	fig	fig	NOUN
fcis-7702	32	2	.	.	PUNCT
fcis-7702	33	1	1	1	NUM
fcis-7702	34	1	the	the	DET
fcis-7702	34	2	network	network	NOUN
fcis-7702	34	3	structure	structure	NOUN
fcis-7702	34	4	of	of	ADP
fcis-7702	34	5	yolov5	yolov5	NOUN
fcis-7702	34	6	the	the	DET
fcis-7702	34	7	network	network	NOUN
fcis-7702	34	8	structure	structure	NOUN
fcis-7702	34	9	is	be	AUX
fcis-7702	34	10	mainly	mainly	ADV
fcis-7702	34	11	divided	divide	VERB
fcis-7702	34	12	into	into	ADP
fcis-7702	34	13	four	four	NUM
fcis-7702	34	14	parts	part	NOUN
fcis-7702	34	15	:	:	PUNCT
fcis-7702	34	16	input	input	NOUN
fcis-7702	34	17	image	image	NOUN
fcis-7702	34	18	,	,	PUNCT
fcis-7702	34	19	backbone	backbone	NOUN
fcis-7702	34	20	network	network	NOUN
fcis-7702	34	21	,	,	PUNCT
fcis-7702	34	22	neck	neck	NOUN
fcis-7702	34	23	network	network	NOUN
fcis-7702	34	24	and	and	CCONJ
fcis-7702	34	25	detection	detection	NOUN
fcis-7702	34	26	head	head	NOUN
fcis-7702	34	27	.	.	PUNCT
fcis-7702	35	1	mosaic	mosaic	ADJ
fcis-7702	35	2	technology	technology	NOUN
fcis-7702	35	3	can	can	AUX
fcis-7702	35	4	effectively	effectively	ADV
fcis-7702	35	5	improve	improve	VERB
fcis-7702	35	6	the	the	DET
fcis-7702	35	7	input	input	NOUN
fcis-7702	35	8	image	image	NOUN
fcis-7702	35	9	,	,	PUNCT
fcis-7702	35	10	including	include	VERB
fcis-7702	35	11	using	use	VERB
fcis-7702	35	12	techniques	technique	NOUN
fcis-7702	35	13	such	such	ADJ
fcis-7702	35	14	as	as	ADP
fcis-7702	35	15	random	random	ADJ
fcis-7702	35	16	scaling	scaling	NOUN
fcis-7702	35	17	,	,	PUNCT
fcis-7702	35	18	random	random	ADJ
fcis-7702	35	19	cropping	cropping	NOUN
fcis-7702	35	20	,	,	PUNCT
fcis-7702	35	21	and	and	CCONJ
fcis-7702	35	22	random	random	ADJ
fcis-7702	35	23	sorting	sorting	NOUN
fcis-7702	35	24	to	to	PART
fcis-7702	35	25	effectively	effectively	ADV
fcis-7702	35	26	combine	combine	VERB
fcis-7702	35	27	individual	individual	ADJ
fcis-7702	35	28	images	image	NOUN
fcis-7702	35	29	and	and	CCONJ
fcis-7702	35	30	significantly	significantly	ADV
fcis-7702	35	31	improve	improve	VERB
fcis-7702	35	32	their	their	PRON
fcis-7702	35	33	quality	quality	NOUN
fcis-7702	35	34	.	.	PUNCT
fcis-7702	36	1	this	this	DET
fcis-7702	36	2	data	datum	NOUN
fcis-7702	36	3	augmentation	augmentation	NOUN
fcis-7702	36	4	method	method	NOUN
fcis-7702	36	5	was	be	AUX
fcis-7702	36	6	invented	invent	VERB
fcis-7702	36	7	by	by	ADP
fcis-7702	36	8	members	member	NOUN
fcis-7702	36	9	of	of	ADP
fcis-7702	36	10	the	the	DET
fcis-7702	36	11	yolov5	yolov5	NOUN
fcis-7702	36	12	team	team	NOUN
fcis-7702	36	13	and	and	CCONJ
fcis-7702	36	14	can	can	AUX
fcis-7702	36	15	effectively	effectively	ADV
fcis-7702	36	16	improve	improve	VERB
fcis-7702	36	17	the	the	DET
fcis-7702	36	18	robustness	robustness	NOUN
fcis-7702	36	19	and	and	CCONJ
fcis-7702	36	20	generalization	generalization	NOUN
fcis-7702	36	21	ability	ability	NOUN
fcis-7702	36	22	of	of	ADP
fcis-7702	36	23	the	the	DET
fcis-7702	36	24	model	model	NOUN
fcis-7702	36	25	,	,	PUNCT
fcis-7702	36	26	as	as	ADV
fcis-7702	36	27	well	well	ADV
fcis-7702	36	28	as	as	ADP
fcis-7702	36	29	increase	increase	VERB
fcis-7702	36	30	the	the	DET
fcis-7702	36	31	number	number	NOUN
fcis-7702	36	32	of	of	ADP
fcis-7702	36	33	samples	sample	NOUN
fcis-7702	36	34	in	in	ADP
fcis-7702	36	35	the	the	DET
fcis-7702	36	36	training	training	NOUN
fcis-7702	36	37	set	set	NOUN
fcis-7702	36	38	.	.	PUNCT
fcis-7702	37	1	by	by	ADP
fcis-7702	37	2	using	use	VERB
fcis-7702	37	3	mosaic	mosaic	ADJ
fcis-7702	37	4	data	datum	NOUN
fcis-7702	37	5	augmentation	augmentation	NOUN
fcis-7702	37	6	technology	technology	NOUN
fcis-7702	37	7	,	,	PUNCT
fcis-7702	37	8	not	not	PART
fcis-7702	37	9	only	only	ADV
fcis-7702	37	10	can	can	AUX
fcis-7702	37	11	images	image	NOUN
fcis-7702	37	12	be	be	AUX
fcis-7702	37	13	provided	provide	VERB
fcis-7702	37	14	with	with	ADP
fcis-7702	37	15	richer	rich	ADJ
fcis-7702	37	16	background	background	NOUN
fcis-7702	37	17	information	information	NOUN
fcis-7702	37	18	,	,	PUNCT
fcis-7702	37	19	but	but	CCONJ
fcis-7702	37	20	also	also	ADV
fcis-7702	37	21	the	the	DET
fcis-7702	37	22	detection	detection	NOUN
fcis-7702	37	23	accuracy	accuracy	NOUN
fcis-7702	37	24	of	of	ADP
fcis-7702	37	25	small	small	ADJ
fcis-7702	37	26	targets	target	NOUN
fcis-7702	37	27	can	can	AUX
fcis-7702	37	28	be	be	AUX
fcis-7702	37	29	significantly	significantly	ADV
fcis-7702	37	30	improved	improve	VERB
fcis-7702	37	31	.	.	PUNCT
fcis-7702	38	1	a	a	DET
fcis-7702	38	2	new	new	ADJ
fcis-7702	38	3	automatic	automatic	ADJ
fcis-7702	38	4	anchoring	anchoring	NOUN
fcis-7702	38	5	and	and	CCONJ
fcis-7702	38	6	image	image	NOUN
fcis-7702	38	7	adaptation	adaptation	NOUN
fcis-7702	38	8	technology	technology	NOUN
fcis-7702	38	9	has	have	AUX
fcis-7702	38	10	been	be	AUX
fcis-7702	38	11	proposed	propose	VERB
fcis-7702	38	12	,	,	PUNCT
fcis-7702	38	13	which	which	PRON
fcis-7702	38	14	can	can	AUX
fcis-7702	38	15	simultaneously	simultaneously	ADV
fcis-7702	38	16	process	process	VERB
fcis-7702	38	17	bn	bn	ADP
fcis-7702	38	18	and	and	CCONJ
fcis-7702	38	19	4	4	NUM
fcis-7702	38	20	images	image	NOUN
fcis-7702	38	21	,	,	PUNCT
fcis-7702	38	22	greatly	greatly	ADV
fcis-7702	38	23	improving	improve	VERB
fcis-7702	38	24	the	the	DET
fcis-7702	38	25	efficiency	efficiency	NOUN
fcis-7702	38	26	and	and	CCONJ
fcis-7702	38	27	accuracy	accuracy	NOUN
fcis-7702	38	28	of	of	ADP
fcis-7702	38	29	image	image	NOUN
fcis-7702	38	30	segmentation	segmentation	NOUN
fcis-7702	38	31	.	.	PUNCT
fcis-7702	39	1	2.3	2.3	NUM
fcis-7702	39	2	.	.	PUNCT
fcis-7702	39	3	improvement	improvement	NOUN
fcis-7702	39	4	based	base	VERB
fcis-7702	39	5	on	on	ADP
fcis-7702	39	6	yolov5	yolov5	NOUN
fcis-7702	39	7	attention	attention	NOUN
fcis-7702	39	8	mechanism	mechanism	NOUN
fcis-7702	39	9	the	the	DET
fcis-7702	39	10	basic	basic	ADJ
fcis-7702	39	11	principle	principle	NOUN
fcis-7702	39	12	of	of	ADP
fcis-7702	39	13	attention	attention	NOUN
fcis-7702	39	14	is	be	AUX
fcis-7702	39	15	to	to	PART
fcis-7702	39	16	decompose	decompose	VERB
fcis-7702	39	17	the	the	DET
fcis-7702	39	18	source	source	NOUN
fcis-7702	39	19	data	datum	NOUN
fcis-7702	39	20	into	into	ADP
fcis-7702	39	21	several	several	ADJ
fcis-7702	39	22	pairs	pair	NOUN
fcis-7702	39	23	,	,	PUNCT
fcis-7702	39	24	which	which	PRON
fcis-7702	39	25	are	be	AUX
fcis-7702	39	26	closely	closely	ADV
fcis-7702	39	27	related	relate	VERB
fcis-7702	39	28	and	and	CCONJ
fcis-7702	39	29	each	each	PRON
fcis-7702	39	30	has	have	VERB
fcis-7702	39	31	a	a	DET
fcis-7702	39	32	unique	unique	ADJ
fcis-7702	39	33	key	key	NOUN
fcis-7702	39	34	and	and	CCONJ
fcis-7702	39	35	value	value	NOUN
fcis-7702	39	36	.	.	PUNCT
fcis-7702	40	1	therefore	therefore	ADV
fcis-7702	40	2	,	,	PUNCT
fcis-7702	40	3	in	in	ADP
fcis-7702	40	4	cases	case	NOUN
fcis-7702	40	5	where	where	SCONJ
fcis-7702	40	6	special	special	ADJ
fcis-7702	40	7	processing	processing	NOUN
fcis-7702	40	8	is	be	AUX
fcis-7702	40	9	required	require	VERB
fcis-7702	40	10	on	on	ADP
fcis-7702	40	11	the	the	DET
fcis-7702	40	12	source	source	NOUN
fcis-7702	40	13	data	datum	NOUN
fcis-7702	40	14	,	,	PUNCT
fcis-7702	40	15	it	it	PRON
fcis-7702	40	16	is	be	AUX
fcis-7702	40	17	necessary	necessary	ADJ
fcis-7702	40	18	to	to	PART
fcis-7702	40	19	evaluate	evaluate	VERB
fcis-7702	40	20	these	these	DET
fcis-7702	40	21	key	key	ADJ
fcis-7702	40	22	,	,	PUNCT
fcis-7702	40	23	value	value	NOUN
fcis-7702	40	24	and	and	CCONJ
fcis-7702	40	25	other	other	ADJ
fcis-7702	40	26	parameters	parameter	NOUN
fcis-7702	40	27	,	,	PUNCT
fcis-7702	40	28	and	and	CCONJ
fcis-7702	40	29	then	then	ADV
fcis-7702	40	30	weight	weight	VERB
fcis-7702	40	31	their	their	PRON
fcis-7702	40	32	weight	weight	NOUN
fcis-7702	40	33	coefficients	coefficient	NOUN
fcis-7702	40	34	based	base	VERB
fcis-7702	40	35	on	on	ADP
fcis-7702	40	36	the	the	DET
fcis-7702	40	37	evaluation	evaluation	NOUN
fcis-7702	40	38	results	result	NOUN
fcis-7702	40	39	to	to	PART
fcis-7702	40	40	achieve	achieve	VERB
fcis-7702	40	41	the	the	DET
fcis-7702	40	42	expected	expect	VERB
fcis-7702	40	43	attention	attention	NOUN
fcis-7702	40	44	value	value	NOUN
fcis-7702	40	45	.	.	PUNCT
fcis-7702	41	1	the	the	DET
fcis-7702	41	2	attention	attention	NOUN
fcis-7702	41	3	mechanism	mechanism	NOUN
fcis-7702	41	4	aims	aim	VERB
fcis-7702	41	5	to	to	PART
fcis-7702	41	6	utilize	utilize	VERB
fcis-7702	41	7	the	the	DET
fcis-7702	41	8	value	value	NOUN
fcis-7702	41	9	value	value	NOUN
fcis-7702	41	10	of	of	ADP
fcis-7702	41	11	each	each	DET
fcis-7702	41	12	element	element	NOUN
fcis-7702	41	13	in	in	ADP
fcis-7702	41	14	the	the	DET
fcis-7702	41	15	source	source	NOUN
fcis-7702	41	16	and	and	CCONJ
fcis-7702	41	17	obtain	obtain	VERB
fcis-7702	41	18	the	the	DET
fcis-7702	41	19	corresponding	corresponding	ADJ
fcis-7702	41	20	weight	weight	NOUN
fcis-7702	41	21	coefficients	coefficient	NOUN
fcis-7702	41	22	through	through	ADP
fcis-7702	41	23	precise	precise	ADJ
fcis-7702	41	24	weighting	weighting	NOUN
fcis-7702	41	25	processing	processing	NOUN
fcis-7702	41	26	,	,	PUNCT
fcis-7702	41	27	enabling	enable	VERB
fcis-7702	41	28	us	we	PRON
fcis-7702	41	29	to	to	PART
fcis-7702	41	30	better	well	ADV
fcis-7702	41	31	grasp	grasp	VERB
fcis-7702	41	32	the	the	DET
fcis-7702	41	33	importance	importance	NOUN
fcis-7702	41	34	of	of	ADP
fcis-7702	41	35	each	each	DET
fcis-7702	41	36	element	element	NOUN
fcis-7702	41	37	.	.	PUNCT
fcis-7702	42	1	according	accord	VERB
fcis-7702	42	2	to	to	ADP
fcis-7702	42	3	this	this	DET
fcis-7702	42	4	formula	formula	NOUN
fcis-7702	42	5	,	,	PUNCT
fcis-7702	42	6	we	we	PRON
fcis-7702	42	7	can	can	AUX
fcis-7702	42	8	express	express	VERB
fcis-7702	42	9	its	its	PRON
fcis-7702	42	10	core	core	ADJ
fcis-7702	42	11	idea	idea	NOUN
fcis-7702	42	12	.	.	PUNCT
fcis-7702	43	1	fig	fig	NOUN
fcis-7702	43	2	.	.	PUNCT
fcis-7702	44	1	2	2	NUM
fcis-7702	44	2	the	the	DET
fcis-7702	44	3	encoding	encoding	NOUN
fcis-7702	44	4	process	process	NOUN
fcis-7702	44	5	of	of	ADP
fcis-7702	44	6	attention	attention	NOUN
fcis-7702	44	7	mechanism	mechanism	NOUN
fcis-7702	45	1	i	i	PRON
fcis-7702	45	2	l	l	VERB
fcis-7702	46	1	i	i	PRON
fcis-7702	46	2	i	i	PRON
fcis-7702	46	3	valuekeyquerysimilaritysourcequeryattention	valuekeyquerysimilaritysourcequeryattention	VERB
fcis-7702	46	4	x	x	INTJ
fcis-7702	46	5	*	*	NOUN
fcis-7702	46	6	)	)	PUNCT
fcis-7702	46	7	,	,	PUNCT
fcis-7702	46	8	(	(	PUNCT
fcis-7702	46	9	)	)	PUNCT
fcis-7702	46	10	,	,	PUNCT
fcis-7702	46	11	(	(	PUNCT
fcis-7702	46	12	1	1	NUM
fcis-7702	46	13			X
fcis-7702	46	14	=	=	PUNCT
fcis-7702	47	1	=	=	SYM
fcis-7702	47	2	(	(	PUNCT
fcis-7702	47	3	1	1	X
fcis-7702	47	4	)	)	PUNCT
fcis-7702	47	5	lx	lx	NOUN
fcis-7702	47	6	is	be	AUX
fcis-7702	47	7	the	the	DET
fcis-7702	47	8	length	length	NOUN
fcis-7702	47	9	of	of	ADP
fcis-7702	47	10	source	source	NOUN
fcis-7702	47	11	,	,	PUNCT
fcis-7702	47	12	and	and	CCONJ
fcis-7702	47	13	the	the	DET
fcis-7702	47	14	formula	formula	NOUN
fcis-7702	47	15	meaning	meaning	NOUN
fcis-7702	47	16	is	be	AUX
fcis-7702	47	17	as	as	SCONJ
fcis-7702	47	18	described	describe	VERB
fcis-7702	47	19	above	above	ADV
fcis-7702	47	20	.	.	PUNCT
fcis-7702	48	1	2.4	2.4	NUM
fcis-7702	48	2	.	.	PUNCT
fcis-7702	49	1	target	target	NOUN
fcis-7702	49	2	tracking	tracking	NOUN
fcis-7702	49	3	algorithm	algorithm	NOUN
fcis-7702	49	4	based	base	VERB
fcis-7702	49	5	on	on	ADP
fcis-7702	49	6	deepsort	deepsort	NOUN
fcis-7702	49	7	deepsort[6	deepsort[6	NOUN
fcis-7702	49	8	]	]	PUNCT
fcis-7702	49	9	is	be	AUX
fcis-7702	49	10	a	a	DET
fcis-7702	49	11	target	target	NOUN
fcis-7702	49	12	tracking	tracking	NOUN
fcis-7702	49	13	algorithm	algorithm	NOUN
fcis-7702	49	14	based	base	VERB
fcis-7702	49	15	on	on	ADP
fcis-7702	49	16	kalman	kalman	PROPN
fcis-7702	49	17	filtering	filtering	PROPN
fcis-7702	49	18	and	and	CCONJ
fcis-7702	49	19	deep	deep	ADJ
fcis-7702	49	20	learning	learning	NOUN
fcis-7702	49	21	.	.	PUNCT
fcis-7702	50	1	the	the	DET
fcis-7702	50	2	deepsort	deepsort	NOUN
fcis-7702	50	3	algorithm	algorithm	NOUN
fcis-7702	50	4	is	be	AUX
fcis-7702	50	5	an	an	DET
fcis-7702	50	6	improved	improved	ADJ
fcis-7702	50	7	algorithm	algorithm	NOUN
fcis-7702	50	8	that	that	PRON
fcis-7702	50	9	can	can	AUX
fcis-7702	50	10	more	more	ADV
fcis-7702	50	11	finely	finely	ADV
fcis-7702	50	12	capture	capture	VERB
fcis-7702	50	13	external	external	ADJ
fcis-7702	50	14	information	information	NOUN
fcis-7702	50	15	of	of	ADP
fcis-7702	50	16	objects	object	NOUN
fcis-7702	50	17	,	,	PUNCT
fcis-7702	50	18	such	such	ADJ
fcis-7702	50	19	as	as	ADP
fcis-7702	50	20	optical	optical	ADJ
fcis-7702	50	21	deformation	deformation	NOUN
fcis-7702	50	22	,	,	PUNCT
fcis-7702	50	23	noise	noise	NOUN
fcis-7702	50	24	,	,	PUNCT
fcis-7702	50	25	vibration	vibration	NOUN
fcis-7702	50	26	,	,	PUNCT
fcis-7702	50	27	etc	etc	X
fcis-7702	50	28	.	.	X
fcis-7702	51	1	in	in	ADP
fcis-7702	51	2	addition	addition	NOUN
fcis-7702	51	3	,	,	PUNCT
fcis-7702	51	4	this	this	DET
fcis-7702	51	5	algorithm	algorithm	NOUN
fcis-7702	51	6	can	can	AUX
fcis-7702	51	7	also	also	ADV
fcis-7702	51	8	achieve	achieve	VERB
fcis-7702	51	9	fast	fast	ADJ
fcis-7702	51	10	localization	localization	NOUN
fcis-7702	51	11	of	of	ADP
fcis-7702	51	12	nearest	near	ADJ
fcis-7702	51	13	neighbors	neighbor	NOUN
fcis-7702	51	14	and	and	CCONJ
fcis-7702	51	15	rapid	rapid	ADJ
fcis-7702	51	16	identification	identification	NOUN
fcis-7702	51	17	of	of	ADP
fcis-7702	51	18	new	new	ADJ
fcis-7702	51	19	paths	path	NOUN
fcis-7702	51	20	.	.	PUNCT
fcis-7702	52	1	it	it	PRON
fcis-7702	52	2	is	be	AUX
fcis-7702	52	3	in	in	ADP
fcis-7702	52	4	two	two	NUM
fcis-7702	52	5	states	state	NOUN
fcis-7702	52	6	:	:	PUNCT
fcis-7702	52	7	confirmed	confirm	VERB
fcis-7702	52	8	or	or	CCONJ
fcis-7702	52	9	non	non	ADJ
fcis-7702	52	10	-	-	ADJ
fcis-7702	52	11	confirmed	confirmed	ADJ
fcis-7702	52	12	.	.	PUNCT
fcis-7702	53	1	if	if	SCONJ
fcis-7702	53	2	the	the	DET
fcis-7702	53	3	trajectory	trajectory	NOUN
fcis-7702	53	4	of	of	ADP
fcis-7702	53	5	an	an	DET
fcis-7702	53	6	unconfirmed	unconfirmed	ADJ
fcis-7702	53	7	state	state	NOUN
fcis-7702	53	8	needs	need	VERB
fcis-7702	53	9	to	to	PART
fcis-7702	53	10	be	be	AUX
fcis-7702	53	11	continuously	continuously	ADV
fcis-7702	53	12	matched	match	VERB
fcis-7702	53	13	with	with	ADP
fcis-7702	53	14	the	the	DET
fcis-7702	53	15	detection	detection	NOUN
fcis-7702	53	16	box	box	NOUN
fcis-7702	53	17	for	for	ADP
fcis-7702	53	18	a	a	DET
fcis-7702	53	19	period	period	NOUN
fcis-7702	53	20	of	of	ADP
fcis-7702	53	21	time	time	NOUN
fcis-7702	53	22	or	or	CCONJ
fcis-7702	53	23	times	time	NOUN
fcis-7702	53	24	before	before	SCONJ
fcis-7702	53	25	it	it	PRON
fcis-7702	53	26	can	can	AUX
fcis-7702	53	27	become	become	VERB
fcis-7702	53	28	a	a	DET
fcis-7702	53	29	confirmed	confirmed	ADJ
fcis-7702	53	30	state	state	NOUN
fcis-7702	53	31	.	.	PUNCT
fcis-7702	54	1	the	the	DET
fcis-7702	54	2	steps	step	NOUN
fcis-7702	54	3	of	of	ADP
fcis-7702	54	4	the	the	DET
fcis-7702	54	5	deepsort	deepsort	NOUN
fcis-7702	54	6	algorithm	algorithm	NOUN
fcis-7702	54	7	include	include	VERB
fcis-7702	54	8	:	:	PUNCT
fcis-7702	54	9	1	1	X
fcis-7702	54	10	)	)	PUNCT
fcis-7702	54	11	generate	generate	VERB
fcis-7702	54	12	corresponding	corresponding	ADJ
fcis-7702	54	13	trajectories	trajectory	NOUN
fcis-7702	54	14	based	base	VERB
fcis-7702	54	15	on	on	ADP
fcis-7702	54	16	the	the	DET
fcis-7702	54	17	detection	detection	NOUN
fcis-7702	54	18	results	result	NOUN
fcis-7702	54	19	of	of	ADP
fcis-7702	54	20	the	the	DET
fcis-7702	54	21	first	first	ADJ
fcis-7702	54	22	frame	frame	NOUN
fcis-7702	54	23	.	.	PUNCT
fcis-7702	55	1	initialize	initialize	VERB
fcis-7702	55	2	motion	motion	NOUN
fcis-7702	55	3	variables	variable	NOUN
fcis-7702	55	4	using	use	VERB
fcis-7702	55	5	kalman	kalman	PROPN
fcis-7702	55	6	filtering	filtering	NOUN
fcis-7702	55	7	and	and	CCONJ
fcis-7702	55	8	predict	predict	VERB
fcis-7702	55	9	corresponding	corresponding	ADJ
fcis-7702	55	10	boxes	box	NOUN
fcis-7702	55	11	.	.	PUNCT
fcis-7702	56	1	at	at	ADP
fcis-7702	56	2	this	this	DET
fcis-7702	56	3	point	point	NOUN
fcis-7702	56	4	,	,	PUNCT
fcis-7702	56	5	the	the	DET
fcis-7702	56	6	trajectory	trajectory	NOUN
fcis-7702	56	7	is	be	AUX
fcis-7702	56	8	in	in	ADP
fcis-7702	56	9	an	an	DET
fcis-7702	56	10	unconfirmed	unconfirmed	ADJ
fcis-7702	56	11	state	state	NOUN
fcis-7702	56	12	.	.	PUNCT
fcis-7702	57	1	2	2	X
fcis-7702	57	2	)	)	PUNCT
fcis-7702	57	3	using	use	VERB
fcis-7702	57	4	iou	iou	PROPN
fcis-7702	57	5	technology	technology	NOUN
fcis-7702	57	6	,	,	PUNCT
fcis-7702	57	7	compare	compare	VERB
fcis-7702	57	8	the	the	DET
fcis-7702	57	9	target	target	NOUN
fcis-7702	57	10	box	box	NOUN
fcis-7702	57	11	of	of	ADP
fcis-7702	57	12	the	the	DET
fcis-7702	57	13	previous	previous	ADJ
fcis-7702	57	14	frame	frame	NOUN
fcis-7702	57	15	with	with	ADP
fcis-7702	57	16	the	the	DET
fcis-7702	57	17	trajectory	trajectory	NOUN
fcis-7702	57	18	prediction	prediction	NOUN
fcis-7702	57	19	box	box	NOUN
fcis-7702	57	20	of	of	ADP
fcis-7702	57	21	this	this	DET
fcis-7702	57	22	frame	frame	NOUN
fcis-7702	57	23	,	,	PUNCT
fcis-7702	57	24	and	and	CCONJ
fcis-7702	57	25	calculate	calculate	VERB
fcis-7702	57	26	their	their	PRON
fcis-7702	57	27	cost	cost	NOUN
fcis-7702	57	28	matrix	matrix	NOUN
fcis-7702	57	29	.	.	PUNCT
fcis-7702	58	1	3	3	X
fcis-7702	58	2	)	)	PUNCT
fcis-7702	58	3	after	after	ADP
fcis-7702	58	4	being	be	AUX
fcis-7702	58	5	processed	process	VERB
fcis-7702	58	6	by	by	ADP
fcis-7702	58	7	the	the	DET
fcis-7702	58	8	hungarian	hungarian	ADJ
fcis-7702	58	9	algorithm	algorithm	NOUN
fcis-7702	58	10	,	,	PUNCT
fcis-7702	58	11	three	three	NUM
fcis-7702	58	12	different	different	ADJ
fcis-7702	58	13	results	result	NOUN
fcis-7702	58	14	appear	appear	VERB
fcis-7702	58	15	:	:	PUNCT
fcis-7702	58	16	the	the	DET
fcis-7702	58	17	first	first	ADJ
fcis-7702	58	18	is	be	AUX
fcis-7702	58	19	trajectory	trajectory	NOUN
fcis-7702	58	20	mismatch	mismatch	NOUN
fcis-7702	58	21	,	,	PUNCT
fcis-7702	58	22	which	which	PRON
fcis-7702	58	23	is	be	AUX
fcis-7702	58	24	deleted	delete	VERB
fcis-7702	58	25	after	after	ADP
fcis-7702	58	26	a	a	DET
fcis-7702	58	27	certain	certain	ADJ
fcis-7702	58	28	number	number	NOUN
fcis-7702	58	29	of	of	ADP
fcis-7702	58	30	times	time	NOUN
fcis-7702	58	31	;	;	PUNCT
fcis-7702	58	32	the	the	DET
fcis-7702	58	33	second	second	ADJ
fcis-7702	58	34	method	method	NOUN
fcis-7702	58	35	is	be	AUX
fcis-7702	58	36	to	to	PART
fcis-7702	58	37	detect	detect	VERB
fcis-7702	58	38	the	the	DET
fcis-7702	58	39	mismatch	mismatch	NOUN
fcis-7702	58	40	between	between	ADP
fcis-7702	58	41	the	the	DET
fcis-7702	58	42	detection	detection	NOUN
fcis-7702	58	43	box	box	NOUN
fcis-7702	58	44	and	and	CCONJ
fcis-7702	58	45	the	the	DET
fcis-7702	58	46	prediction	prediction	NOUN
fcis-7702	58	47	box	box	NOUN
fcis-7702	58	48	,	,	PUNCT
fcis-7702	58	49	and	and	CCONJ
fcis-7702	58	50	update	update	VERB
fcis-7702	58	51	it	it	PRON
fcis-7702	58	52	with	with	ADP
fcis-7702	58	53	a	a	DET
fcis-7702	58	54	new	new	ADJ
fcis-7702	58	55	trajectory	trajectory	NOUN
fcis-7702	58	56	;	;	PUNCT
fcis-7702	58	57	the	the	DET
fcis-7702	58	58	third	third	ADJ
fcis-7702	58	59	method	method	NOUN
fcis-7702	58	60	is	be	AUX
fcis-7702	58	61	to	to	PART
fcis-7702	58	62	ensure	ensure	VERB
fcis-7702	58	63	that	that	SCONJ
fcis-7702	58	64	the	the	DET
fcis-7702	58	65	search	search	NOUN
fcis-7702	58	66	frame	frame	NOUN
fcis-7702	58	67	is	be	AUX
fcis-7702	58	68	completely	completely	ADV
fcis-7702	58	69	consistent	consistent	ADJ
fcis-7702	58	70	with	with	ADP
fcis-7702	58	71	the	the	DET
fcis-7702	58	72	predicted	predict	VERB
fcis-7702	58	73	frame	frame	NOUN
fcis-7702	58	74	,	,	PUNCT
fcis-7702	58	75	that	that	ADV
fcis-7702	58	76	is	is	ADV
fcis-7702	58	77	,	,	PUNCT
fcis-7702	58	78	the	the	DET
fcis-7702	58	79	information	information	NOUN
fcis-7702	58	80	in	in	ADP
fcis-7702	58	81	the	the	DET
fcis-7702	58	82	search	search	NOUN
fcis-7702	58	83	frame	frame	NOUN
fcis-7702	58	84	is	be	AUX
fcis-7702	58	85	correctly	correctly	ADV
fcis-7702	58	86	captured	capture	VERB
fcis-7702	58	87	and	and	CCONJ
fcis-7702	58	88	the	the	DET
fcis-7702	58	89	corresponding	corresponding	ADJ
fcis-7702	58	90	trajectory	trajectory	NOUN
fcis-7702	58	91	is	be	AUX
fcis-7702	58	92	updated	update	VERB
fcis-7702	58	93	after	after	ADP
fcis-7702	58	94	kalman	kalman	PROPN
fcis-7702	58	95	filtering	filtering	PROPN
fcis-7702	58	96	processing	processing	NOUN
fcis-7702	58	97	.	.	PUNCT
fcis-7702	59	1	4	4	X
fcis-7702	59	2	)	)	PUNCT
fcis-7702	59	3	repeat	repeat	NOUN
fcis-7702	59	4	steps	step	NOUN
fcis-7702	59	5	(	(	PUNCT
fcis-7702	59	6	2	2	NUM
fcis-7702	59	7	)	)	PUNCT
fcis-7702	59	8	(	(	PUNCT
fcis-7702	59	9	3	3	X
fcis-7702	59	10	)	)	PUNCT
fcis-7702	59	11	until	until	SCONJ
fcis-7702	59	12	the	the	DET
fcis-7702	59	13	confirmed	confirm	VERB
fcis-7702	59	14	trajectory	trajectory	NOUN
fcis-7702	59	15	or	or	CCONJ
fcis-7702	59	16	video	video	NOUN
fcis-7702	59	17	frame	frame	NOUN
fcis-7702	59	18	ends	end	VERB
fcis-7702	59	19	.	.	PUNCT
fcis-7702	60	1	5	5	X
fcis-7702	60	2	)	)	PUNCT
fcis-7702	60	3	through	through	ADP
fcis-7702	60	4	kalman	kalman	PROPN
fcis-7702	60	5	filtering	filtering	PROPN
fcis-7702	60	6	,	,	PUNCT
fcis-7702	60	7	we	we	PRON
fcis-7702	60	8	can	can	AUX
fcis-7702	60	9	predict	predict	VERB
fcis-7702	60	10	the	the	DET
fcis-7702	60	11	trajectory	trajectory	NOUN
fcis-7702	60	12	boxes	box	NOUN
fcis-7702	60	13	of	of	ADP
fcis-7702	60	14	confirmed	confirm	VERB
fcis-7702	60	15	and	and	CCONJ
fcis-7702	60	16	non	non	ADJ
fcis-7702	60	17	-	-	ADJ
fcis-7702	60	18	confirmed	confirmed	ADJ
fcis-7702	60	19	states	state	NOUN
fcis-7702	60	20	,	,	PUNCT
fcis-7702	60	21	and	and	CCONJ
fcis-7702	60	22	use	use	VERB
fcis-7702	60	23	cascade	cascade	NOUN
fcis-7702	60	24	matching	matching	NOUN
fcis-7702	60	25	technology	technology	NOUN
fcis-7702	60	26	to	to	PART
fcis-7702	60	27	determine	determine	VERB
fcis-7702	60	28	their	their	PRON
fcis-7702	60	29	relationship	relationship	NOUN
fcis-7702	60	30	.	.	PUNCT
fcis-7702	61	1	at	at	ADP
fcis-7702	61	2	the	the	DET
fcis-7702	61	3	same	same	ADJ
fcis-7702	61	4	time	time	NOUN
fcis-7702	61	5	,	,	PUNCT
fcis-7702	61	6	we	we	PRON
fcis-7702	61	7	can	can	AUX
fcis-7702	61	8	also	also	ADV
fcis-7702	61	9	use	use	VERB
fcis-7702	61	10	their	their	PRON
fcis-7702	61	11	appearance	appearance	NOUN
fcis-7702	61	12	features	feature	NOUN
fcis-7702	61	13	,	,	PUNCT
fcis-7702	61	14	motion	motion	NOUN
fcis-7702	61	15	information	information	NOUN
fcis-7702	61	16	,	,	PUNCT
fcis-7702	61	17	and	and	CCONJ
fcis-7702	61	18	pre	pre	ADJ
fcis-7702	61	19	-	-	ADJ
fcis-7702	61	20	reserved	reserved	ADJ
fcis-7702	61	21	100	100	NUM
fcis-7702	61	22	frames	frame	NOUN
fcis-7702	61	23	to	to	PART
fcis-7702	61	24	achieve	achieve	VERB
fcis-7702	61	25	this	this	DET
fcis-7702	61	26	goal	goal	NOUN
fcis-7702	61	27	.	.	PUNCT
fcis-7702	62	1	149	149	NUM
fcis-7702	62	2	6	6	NUM
fcis-7702	62	3	)	)	PUNCT
fcis-7702	62	4	there	there	PRON
fcis-7702	62	5	are	be	VERB
fcis-7702	62	6	three	three	NUM
fcis-7702	62	7	possible	possible	ADJ
fcis-7702	62	8	outcomes	outcome	NOUN
fcis-7702	62	9	in	in	ADP
fcis-7702	62	10	the	the	DET
fcis-7702	62	11	matching	matching	NOUN
fcis-7702	62	12	process	process	NOUN
fcis-7702	62	13	of	of	ADP
fcis-7702	62	14	cascading	cascade	VERB
fcis-7702	62	15	matching	matching	NOUN
fcis-7702	62	16	:	:	PUNCT
fcis-7702	62	17	1	1	X
fcis-7702	62	18	.	.	PUNCT
fcis-7702	62	19	trajectory	trajectory	NOUN
fcis-7702	62	20	matching	matching	NOUN
fcis-7702	62	21	:	:	PUNCT
fcis-7702	62	22	match	match	VERB
fcis-7702	62	23	the	the	DET
fcis-7702	62	24	detection	detection	NOUN
fcis-7702	62	25	results	result	VERB
fcis-7702	62	26	in	in	ADP
fcis-7702	62	27	the	the	DET
fcis-7702	62	28	current	current	ADJ
fcis-7702	62	29	frame	frame	NOUN
fcis-7702	62	30	with	with	ADP
fcis-7702	62	31	the	the	DET
fcis-7702	62	32	tracking	tracking	NOUN
fcis-7702	62	33	results	result	NOUN
fcis-7702	62	34	in	in	ADP
fcis-7702	62	35	the	the	DET
fcis-7702	62	36	previous	previous	ADJ
fcis-7702	62	37	frame	frame	NOUN
fcis-7702	62	38	.	.	PUNCT
fcis-7702	63	1	if	if	SCONJ
fcis-7702	63	2	the	the	DET
fcis-7702	63	3	matching	matching	NOUN
fcis-7702	63	4	is	be	AUX
fcis-7702	63	5	successful	successful	ADJ
fcis-7702	63	6	,	,	PUNCT
fcis-7702	63	7	update	update	VERB
fcis-7702	63	8	the	the	DET
fcis-7702	63	9	trajectory	trajectory	NOUN
fcis-7702	63	10	variables	variable	NOUN
fcis-7702	63	11	in	in	ADP
fcis-7702	63	12	the	the	DET
fcis-7702	63	13	kalman	kalman	PROPN
fcis-7702	63	14	filter	filter	NOUN
fcis-7702	63	15	.	.	PUNCT
fcis-7702	64	1	2	2	X
fcis-7702	64	2	.	.	X
fcis-7702	64	3	detection	detection	NOUN
fcis-7702	64	4	frame	frame	NOUN
fcis-7702	64	5	mismatch	mismatch	NOUN
fcis-7702	64	6	:	:	PUNCT
fcis-7702	64	7	the	the	DET
fcis-7702	64	8	detection	detection	NOUN
fcis-7702	64	9	result	result	VERB
fcis-7702	64	10	in	in	ADP
fcis-7702	64	11	the	the	DET
fcis-7702	64	12	current	current	ADJ
fcis-7702	64	13	frame	frame	NOUN
fcis-7702	64	14	can	can	AUX
fcis-7702	64	15	not	not	PART
fcis-7702	64	16	match	match	VERB
fcis-7702	64	17	the	the	DET
fcis-7702	64	18	tracking	tracking	NOUN
fcis-7702	64	19	result	result	NOUN
fcis-7702	64	20	in	in	ADP
fcis-7702	64	21	the	the	DET
fcis-7702	64	22	previous	previous	ADJ
fcis-7702	64	23	frame	frame	NOUN
fcis-7702	64	24	.	.	PUNCT
fcis-7702	65	1	at	at	ADP
fcis-7702	65	2	this	this	DET
fcis-7702	65	3	point	point	NOUN
fcis-7702	65	4	,	,	PUNCT
fcis-7702	65	5	the	the	DET
fcis-7702	65	6	trajectory	trajectory	NOUN
fcis-7702	65	7	of	of	ADP
fcis-7702	65	8	the	the	DET
fcis-7702	65	9	previously	previously	ADV
fcis-7702	65	10	uncertain	uncertain	ADJ
fcis-7702	65	11	state	state	NOUN
fcis-7702	65	12	is	be	AUX
fcis-7702	65	13	iou	iou	PROPN
fcis-7702	65	14	matched	match	VERB
fcis-7702	65	15	with	with	ADP
fcis-7702	65	16	the	the	DET
fcis-7702	65	17	unmatched	unmatched	ADJ
fcis-7702	65	18	detection	detection	NOUN
fcis-7702	65	19	frame	frame	NOUN
fcis-7702	65	20	in	in	ADP
fcis-7702	65	21	the	the	DET
fcis-7702	65	22	current	current	ADJ
fcis-7702	65	23	frame	frame	NOUN
fcis-7702	65	24	to	to	PART
fcis-7702	65	25	obtain	obtain	VERB
fcis-7702	65	26	the	the	DET
fcis-7702	65	27	cost	cost	NOUN
fcis-7702	65	28	matrix	matrix	NOUN
fcis-7702	65	29	.	.	PUNCT
fcis-7702	66	1	3	3	X
fcis-7702	66	2	.	.	X
fcis-7702	66	3	trajectory	trajectory	NOUN
fcis-7702	66	4	mismatch	mismatch	PROPN
fcis-7702	66	5	:	:	PUNCT
fcis-7702	66	6	the	the	DET
fcis-7702	66	7	detection	detection	NOUN
fcis-7702	66	8	result	result	VERB
fcis-7702	66	9	in	in	ADP
fcis-7702	66	10	the	the	DET
fcis-7702	66	11	current	current	ADJ
fcis-7702	66	12	frame	frame	NOUN
fcis-7702	66	13	can	can	AUX
fcis-7702	66	14	not	not	PART
fcis-7702	66	15	match	match	VERB
fcis-7702	66	16	the	the	DET
fcis-7702	66	17	tracking	tracking	NOUN
fcis-7702	66	18	result	result	NOUN
fcis-7702	66	19	in	in	ADP
fcis-7702	66	20	the	the	DET
fcis-7702	66	21	previous	previous	ADJ
fcis-7702	66	22	frame	frame	NOUN
fcis-7702	66	23	.	.	PUNCT
fcis-7702	67	1	at	at	ADP
fcis-7702	67	2	this	this	DET
fcis-7702	67	3	point	point	NOUN
fcis-7702	67	4	,	,	PUNCT
fcis-7702	67	5	the	the	DET
fcis-7702	67	6	previously	previously	ADV
fcis-7702	67	7	tracked	track	VERB
fcis-7702	67	8	trajectory	trajectory	NOUN
fcis-7702	67	9	is	be	AUX
fcis-7702	67	10	iou	iou	PROPN
fcis-7702	67	11	matched	match	VERB
fcis-7702	67	12	with	with	ADP
fcis-7702	67	13	the	the	DET
fcis-7702	67	14	unmatched	unmatched	ADJ
fcis-7702	67	15	detection	detection	NOUN
fcis-7702	67	16	frame	frame	NOUN
fcis-7702	67	17	in	in	ADP
fcis-7702	67	18	the	the	DET
fcis-7702	67	19	current	current	ADJ
fcis-7702	67	20	frame	frame	NOUN
fcis-7702	67	21	to	to	PART
fcis-7702	67	22	obtain	obtain	VERB
fcis-7702	67	23	the	the	DET
fcis-7702	67	24	cost	cost	NOUN
fcis-7702	67	25	matrix	matrix	NOUN
fcis-7702	67	26	.	.	PUNCT
fcis-7702	68	1	by	by	ADP
fcis-7702	68	2	calculating	calculate	VERB
fcis-7702	68	3	the	the	DET
fcis-7702	68	4	cost	cost	NOUN
fcis-7702	68	5	matrix	matrix	NOUN
fcis-7702	68	6	,	,	PUNCT
fcis-7702	68	7	the	the	DET
fcis-7702	68	8	optimal	optimal	ADJ
fcis-7702	68	9	matching	matching	NOUN
fcis-7702	68	10	result	result	NOUN
fcis-7702	68	11	can	can	AUX
fcis-7702	68	12	be	be	AUX
fcis-7702	68	13	determined	determine	VERB
fcis-7702	68	14	and	and	CCONJ
fcis-7702	68	15	the	the	DET
fcis-7702	68	16	variables	variable	NOUN
fcis-7702	68	17	in	in	ADP
fcis-7702	68	18	the	the	DET
fcis-7702	68	19	tracker	tracker	NOUN
fcis-7702	68	20	can	can	AUX
fcis-7702	68	21	be	be	AUX
fcis-7702	68	22	updated	update	VERB
fcis-7702	68	23	.	.	PUNCT
fcis-7702	69	1	the	the	DET
fcis-7702	69	2	cascade	cascade	NOUN
fcis-7702	69	3	matching	matching	NOUN
fcis-7702	69	4	method	method	NOUN
fcis-7702	69	5	can	can	AUX
fcis-7702	69	6	effectively	effectively	ADV
fcis-7702	69	7	handle	handle	VERB
fcis-7702	69	8	the	the	DET
fcis-7702	69	9	matching	matching	NOUN
fcis-7702	69	10	problem	problem	NOUN
fcis-7702	69	11	in	in	ADP
fcis-7702	69	12	target	target	NOUN
fcis-7702	69	13	tracking	tracking	NOUN
fcis-7702	69	14	and	and	CCONJ
fcis-7702	69	15	improve	improve	VERB
fcis-7702	69	16	the	the	DET
fcis-7702	69	17	accuracy	accuracy	NOUN
fcis-7702	69	18	of	of	ADP
fcis-7702	69	19	tracking	track	VERB
fcis-7702	69	20	to	to	ADP
fcis-7702	69	21	a	a	DET
fcis-7702	69	22	certain	certain	ADJ
fcis-7702	69	23	extent	extent	NOUN
fcis-7702	69	24	.	.	PUNCT
fcis-7702	70	1	7	7	X
fcis-7702	70	2	)	)	PUNCT
fcis-7702	70	3	using	use	VERB
fcis-7702	70	4	the	the	DET
fcis-7702	70	5	hungarian	hungarian	ADJ
fcis-7702	70	6	algorithm	algorithm	NOUN
fcis-7702	70	7	,	,	PUNCT
fcis-7702	70	8	we	we	PRON
fcis-7702	70	9	can	can	AUX
fcis-7702	70	10	obtain	obtain	VERB
fcis-7702	70	11	three	three	NUM
fcis-7702	70	12	different	different	ADJ
fcis-7702	70	13	linear	linear	NOUN
fcis-7702	70	14	matching	matching	NOUN
fcis-7702	70	15	results	result	NOUN
fcis-7702	70	16	from	from	ADP
fcis-7702	70	17	all	all	DET
fcis-7702	70	18	the	the	DET
fcis-7702	70	19	cost	cost	NOUN
fcis-7702	70	20	matrices	matrix	NOUN
fcis-7702	70	21	obtained	obtain	VERB
fcis-7702	70	22	:	:	PUNCT
fcis-7702	70	23	the	the	DET
fcis-7702	70	24	first	first	ADJ
fcis-7702	70	25	is	be	AUX
fcis-7702	70	26	caused	cause	VERB
fcis-7702	70	27	by	by	ADP
fcis-7702	70	28	trajectory	trajectory	NOUN
fcis-7702	70	29	mismatch	mismatch	NOUN
fcis-7702	70	30	,	,	PUNCT
fcis-7702	70	31	and	and	CCONJ
fcis-7702	70	32	we	we	PRON
fcis-7702	70	33	can	can	AUX
fcis-7702	70	34	remove	remove	VERB
fcis-7702	70	35	these	these	DET
fcis-7702	70	36	inconsistent	inconsistent	ADJ
fcis-7702	70	37	trajectories	trajectory	NOUN
fcis-7702	70	38	;	;	PUNCT
fcis-7702	70	39	the	the	DET
fcis-7702	70	40	second	second	ADJ
fcis-7702	70	41	method	method	NOUN
fcis-7702	70	42	is	be	AUX
fcis-7702	70	43	due	due	ADJ
fcis-7702	70	44	to	to	ADP
fcis-7702	70	45	issues	issue	NOUN
fcis-7702	70	46	with	with	ADP
fcis-7702	70	47	the	the	DET
fcis-7702	70	48	detection	detection	NOUN
fcis-7702	70	49	boxes	box	NOUN
fcis-7702	70	50	,	,	PUNCT
fcis-7702	70	51	which	which	PRON
fcis-7702	70	52	we	we	PRON
fcis-7702	70	53	can	can	AUX
fcis-7702	70	54	reset	reset	VERB
fcis-7702	70	55	to	to	ADP
fcis-7702	70	56	new	new	ADJ
fcis-7702	70	57	trajectories	trajectory	NOUN
fcis-7702	70	58	and	and	CCONJ
fcis-7702	70	59	use	use	VERB
fcis-7702	70	60	kalman	kalman	NOUN
fcis-7702	70	61	filtering	filter	VERB
fcis-7702	70	62	to	to	PART
fcis-7702	70	63	perform	perform	VERB
fcis-7702	70	64	related	related	ADJ
fcis-7702	70	65	transformations	transformation	NOUN
fcis-7702	70	66	;	;	PUNCT
fcis-7702	70	67	the	the	DET
fcis-7702	70	68	third	third	ADJ
fcis-7702	70	69	method	method	NOUN
fcis-7702	70	70	is	be	AUX
fcis-7702	70	71	due	due	ADJ
fcis-7702	70	72	to	to	ADP
fcis-7702	70	73	the	the	DET
fcis-7702	70	74	matching	matching	NOUN
fcis-7702	70	75	between	between	ADP
fcis-7702	70	76	the	the	DET
fcis-7702	70	77	detection	detection	NOUN
fcis-7702	70	78	box	box	NOUN
fcis-7702	70	79	and	and	CCONJ
fcis-7702	70	80	the	the	DET
fcis-7702	70	81	prediction	prediction	NOUN
fcis-7702	70	82	box	box	NOUN
fcis-7702	70	83	,	,	PUNCT
fcis-7702	70	84	indicating	indicate	VERB
fcis-7702	70	85	successful	successful	ADJ
fcis-7702	70	86	tracking	tracking	NOUN
fcis-7702	70	87	of	of	ADP
fcis-7702	70	88	the	the	DET
fcis-7702	70	89	previous	previous	ADJ
fcis-7702	70	90	and	and	CCONJ
fcis-7702	70	91	subsequent	subsequent	ADJ
fcis-7702	70	92	frames	frame	NOUN
fcis-7702	70	93	.	.	PUNCT
fcis-7702	71	1	we	we	PRON
fcis-7702	71	2	can	can	AUX
fcis-7702	71	3	use	use	VERB
fcis-7702	71	4	kalman	kalman	NOUN
fcis-7702	71	5	filtering	filter	VERB
fcis-7702	71	6	to	to	PART
fcis-7702	71	7	iteratively	iteratively	ADV
fcis-7702	71	8	update	update	VERB
fcis-7702	71	9	the	the	DET
fcis-7702	71	10	corresponding	corresponding	ADJ
fcis-7702	71	11	trajectory	trajectory	NOUN
fcis-7702	71	12	of	of	ADP
fcis-7702	71	13	the	the	DET
fcis-7702	71	14	corresponding	correspond	VERB
fcis-7702	71	15	detection	detection	NOUN
fcis-7702	71	16	box	box	NOUN
fcis-7702	71	17	.	.	PUNCT
fcis-7702	72	1	8)	8)	NUM
fcis-7702	72	2	repeat	repeat	NOUN
fcis-7702	72	3	steps	step	NOUN
fcis-7702	72	4	(	(	PUNCT
fcis-7702	72	5	5	5	NUM
fcis-7702	72	6	)	)	PUNCT
fcis-7702	72	7	(	(	PUNCT
fcis-7702	72	8	7	7	NUM
fcis-7702	72	9	)	)	PUNCT
fcis-7702	72	10	until	until	SCONJ
fcis-7702	72	11	the	the	DET
fcis-7702	72	12	video	video	NOUN
fcis-7702	72	13	frame	frame	NOUN
fcis-7702	72	14	ends	end	VERB
fcis-7702	72	15	.	.	PUNCT
fcis-7702	73	1	fig	fig	NOUN
fcis-7702	73	2	.	.	PUNCT
fcis-7702	74	1	3	3	NUM
fcis-7702	74	2	flowchart	flowchart	NOUN
fcis-7702	74	3	of	of	ADP
fcis-7702	74	4	deepsort	deepsort	NOUN
fcis-7702	74	5	3	3	NUM
fcis-7702	74	6	.	.	PUNCT
fcis-7702	74	7	target	target	NOUN
fcis-7702	74	8	trajectory	trajectory	NOUN
fcis-7702	74	9	recombination	recombination	NOUN
fcis-7702	74	10	optimization	optimization	NOUN
fcis-7702	74	11	3.1	3.1	NUM
fcis-7702	74	12	.	.	PUNCT
fcis-7702	75	1	trajectory	trajectory	NOUN
fcis-7702	75	2	recombination	recombination	NOUN
fcis-7702	75	3	algorithm	algorithm	NOUN
fcis-7702	75	4	the	the	DET
fcis-7702	75	5	trajectory	trajectory	NOUN
fcis-7702	75	6	reorganization	reorganization	NOUN
fcis-7702	75	7	process	process	NOUN
fcis-7702	75	8	is	be	AUX
fcis-7702	75	9	to	to	PART
fcis-7702	75	10	determine	determine	VERB
fcis-7702	75	11	the	the	DET
fcis-7702	75	12	target	target	NOUN
fcis-7702	75	13	in	in	ADP
fcis-7702	75	14	the	the	DET
fcis-7702	75	15	first	first	ADJ
fcis-7702	75	16	frame	frame	NOUN
fcis-7702	75	17	of	of	ADP
fcis-7702	75	18	the	the	DET
fcis-7702	75	19	new	new	ADJ
fcis-7702	75	20	video	video	NOUN
fcis-7702	75	21	sequence	sequence	NOUN
fcis-7702	75	22	,	,	PUNCT
fcis-7702	75	23	traverse	traverse	VERB
fcis-7702	75	24	all	all	DET
fcis-7702	75	25	targets	target	NOUN
fcis-7702	75	26	to	to	PART
fcis-7702	75	27	follow	follow	VERB
fcis-7702	75	28	a	a	DET
fcis-7702	75	29	certain	certain	ADJ
fcis-7702	75	30	logic	logic	NOUN
fcis-7702	75	31	,	,	PUNCT
fcis-7702	75	32	and	and	CCONJ
fcis-7702	75	33	finally	finally	ADV
fcis-7702	75	34	reasonably	reasonably	ADV
fcis-7702	75	35	determine	determine	VERB
fcis-7702	75	36	the	the	DET
fcis-7702	75	37	index	index	NOUN
fcis-7702	75	38	of	of	ADP
fcis-7702	75	39	the	the	DET
fcis-7702	75	40	target	target	NOUN
fcis-7702	75	41	in	in	ADP
fcis-7702	75	42	the	the	DET
fcis-7702	75	43	first	first	ADJ
fcis-7702	75	44	frame	frame	NOUN
fcis-7702	75	45	of	of	ADP
fcis-7702	75	46	the	the	DET
fcis-7702	75	47	new	new	ADJ
fcis-7702	75	48	video	video	NOUN
fcis-7702	76	1	[	[	X
fcis-7702	76	2	7	7	NUM
fcis-7702	76	3	]	]	PUNCT
fcis-7702	76	4	.	.	PUNCT
fcis-7702	77	1	based	base	VERB
fcis-7702	77	2	on	on	ADP
fcis-7702	77	3	the	the	DET
fcis-7702	77	4	above	above	ADJ
fcis-7702	77	5	speed	speed	NOUN
fcis-7702	77	6	-	-	PUNCT
fcis-7702	77	7	based	base	VERB
fcis-7702	77	8	batching	batching	NOUN
fcis-7702	77	9	,	,	PUNCT
fcis-7702	77	10	the	the	DET
fcis-7702	77	11	following	follow	VERB
fcis-7702	77	12	methods	method	NOUN
fcis-7702	77	13	have	have	AUX
fcis-7702	77	14	been	be	AUX
fcis-7702	77	15	set	set	VERB
fcis-7702	77	16	up	up	ADP
fcis-7702	77	17	to	to	PART
fcis-7702	77	18	minimize	minimize	VERB
fcis-7702	77	19	target	target	NOUN
fcis-7702	77	20	collisions	collision	NOUN
fcis-7702	77	21	and	and	CCONJ
fcis-7702	77	22	ultimately	ultimately	ADV
fcis-7702	77	23	determine	determine	VERB
fcis-7702	77	24	the	the	DET
fcis-7702	77	25	time	time	NOUN
fcis-7702	77	26	and	and	CCONJ
fcis-7702	77	27	location	location	NOUN
fcis-7702	77	28	of	of	ADP
fcis-7702	77	29	the	the	DET
fcis-7702	77	30	reconstructed	reconstructed	ADJ
fcis-7702	77	31	trajectory	trajectory	NOUN
fcis-7702	77	32	appearing	appear	VERB
fcis-7702	77	33	in	in	ADP
fcis-7702	77	34	the	the	DET
fcis-7702	77	35	new	new	ADJ
fcis-7702	77	36	video	video	NOUN
fcis-7702	77	37	stream	stream	NOUN
fcis-7702	77	38	.	.	PUNCT
fcis-7702	78	1	the	the	DET
fcis-7702	78	2	first	first	ADJ
fcis-7702	78	3	step	step	NOUN
fcis-7702	78	4	is	be	AUX
fcis-7702	78	5	to	to	PART
fcis-7702	78	6	set	set	VERB
fcis-7702	78	7	the	the	DET
fcis-7702	78	8	target	target	NOUN
fcis-7702	78	9	collision	collision	NOUN
fcis-7702	78	10	detection	detection	NOUN
fcis-7702	78	11	sliding	slide	VERB
fcis-7702	78	12	window	window	NOUN
fcis-7702	78	13	.	.	PUNCT
fcis-7702	79	1	when	when	SCONJ
fcis-7702	79	2	adding	add	VERB
fcis-7702	79	3	a	a	DET
fcis-7702	79	4	new	new	ADJ
fcis-7702	79	5	target	target	NOUN
fcis-7702	79	6	to	to	ADP
fcis-7702	79	7	a	a	DET
fcis-7702	79	8	new	new	ADJ
fcis-7702	79	9	condensed	condense	VERB
fcis-7702	79	10	video	video	NOUN
fcis-7702	79	11	sequence	sequence	NOUN
fcis-7702	79	12	,	,	PUNCT
fcis-7702	79	13	collision	collision	NOUN
fcis-7702	79	14	detection	detection	NOUN
fcis-7702	79	15	will	will	AUX
fcis-7702	79	16	be	be	AUX
fcis-7702	79	17	performed	perform	VERB
fcis-7702	79	18	on	on	ADP
fcis-7702	79	19	the	the	DET
fcis-7702	79	20	target	target	NOUN
fcis-7702	79	21	within	within	ADP
fcis-7702	79	22	a	a	DET
fcis-7702	79	23	certain	certain	ADJ
fcis-7702	79	24	frame	frame	NOUN
fcis-7702	79	25	range	range	NOUN
fcis-7702	79	26	of	of	ADP
fcis-7702	79	27	the	the	DET
fcis-7702	79	28	previously	previously	ADV
fcis-7702	79	29	processed	process	VERB
fcis-7702	79	30	and	and	CCONJ
fcis-7702	79	31	set	set	VERB
fcis-7702	79	32	target	target	NOUN
fcis-7702	79	33	video	video	NOUN
fcis-7702	79	34	sequence	sequence	NOUN
fcis-7702	79	35	and	and	CCONJ
fcis-7702	79	36	the	the	DET
fcis-7702	79	37	new	new	ADJ
fcis-7702	79	38	target	target	NOUN
fcis-7702	79	39	to	to	PART
fcis-7702	79	40	be	be	AUX
fcis-7702	79	41	added	add	VERB
fcis-7702	79	42	to	to	ADP
fcis-7702	79	43	the	the	DET
fcis-7702	79	44	video	video	NOUN
fcis-7702	79	45	sequence	sequence	NOUN
fcis-7702	79	46	that	that	PRON
fcis-7702	79	47	is	be	AUX
fcis-7702	79	48	currently	currently	ADV
fcis-7702	79	49	being	be	AUX
fcis-7702	79	50	processed	process	VERB
fcis-7702	79	51	.	.	PUNCT
fcis-7702	80	1	if	if	SCONJ
fcis-7702	80	2	there	there	PRON
fcis-7702	80	3	is	be	VERB
fcis-7702	80	4	a	a	DET
fcis-7702	80	5	collision	collision	NOUN
fcis-7702	80	6	,	,	PUNCT
fcis-7702	80	7	no	no	DET
fcis-7702	80	8	new	new	ADJ
fcis-7702	80	9	target	target	NOUN
fcis-7702	80	10	will	will	AUX
fcis-7702	80	11	be	be	AUX
fcis-7702	80	12	added	add	VERB
fcis-7702	80	13	to	to	ADP
fcis-7702	80	14	the	the	DET
fcis-7702	80	15	current	current	ADJ
fcis-7702	80	16	frame	frame	NOUN
fcis-7702	80	17	.	.	PUNCT
fcis-7702	81	1	calculate	calculate	VERB
fcis-7702	81	2	the	the	DET
fcis-7702	81	3	coordinates	coordinate	NOUN
fcis-7702	81	4	of	of	ADP
fcis-7702	81	5	the	the	DET
fcis-7702	81	6	two	two	NUM
fcis-7702	81	7	-	-	PUNCT
fcis-7702	81	8	target	target	NOUN
fcis-7702	81	9	center	center	NOUN
fcis-7702	81	10	of	of	ADP
fcis-7702	81	11	gravity	gravity	NOUN
fcis-7702	81	12	positions	position	NOUN
fcis-7702	81	13	from	from	ADP
fcis-7702	81	14	the	the	DET
fcis-7702	81	15	detection	detection	NOUN
fcis-7702	81	16	box	box	NOUN
fcis-7702	81	17	.	.	PUNCT
fcis-7702	82	1	when	when	SCONJ
fcis-7702	82	2	the	the	DET
fcis-7702	82	3	distance	distance	NOUN
fcis-7702	82	4	between	between	ADP
fcis-7702	82	5	the	the	DET
fcis-7702	82	6	horizontal	horizontal	ADJ
fcis-7702	82	7	and	and	CCONJ
fcis-7702	82	8	vertical	vertical	ADJ
fcis-7702	82	9	coordinates	coordinate	NOUN
fcis-7702	82	10	of	of	ADP
fcis-7702	82	11	the	the	DET
fcis-7702	82	12	two	two	NUM
fcis-7702	82	13	-	-	PUNCT
fcis-7702	82	14	target	target	NOUN
fcis-7702	82	15	center	center	NOUN
fcis-7702	82	16	of	of	ADP
fcis-7702	82	17	gravity	gravity	NOUN
fcis-7702	82	18	is	be	AUX
fcis-7702	82	19	less	less	ADJ
fcis-7702	82	20	than	than	ADP
fcis-7702	82	21	a	a	DET
fcis-7702	82	22	certain	certain	ADJ
fcis-7702	82	23	threshold	threshold	NOUN
fcis-7702	82	24	,	,	PUNCT
fcis-7702	82	25	it	it	PRON
fcis-7702	82	26	will	will	AUX
fcis-7702	82	27	be	be	AUX
fcis-7702	82	28	considered	consider	VERB
fcis-7702	82	29	as	as	ADP
fcis-7702	82	30	a	a	DET
fcis-7702	82	31	collision	collision	NOUN
fcis-7702	82	32	.	.	PUNCT
fcis-7702	83	1	the	the	DET
fcis-7702	83	2	threshold	threshold	NOUN
fcis-7702	83	3	is	be	AUX
fcis-7702	83	4	set	set	VERB
fcis-7702	83	5	to	to	ADP
fcis-7702	83	6	1.5	1.5	NUM
fcis-7702	83	7	to	to	PART
fcis-7702	83	8	3	3	NUM
fcis-7702	83	9	times	time	NOUN
fcis-7702	83	10	the	the	DET
fcis-7702	83	11	average	average	ADJ
fcis-7702	83	12	width	width	NOUN
fcis-7702	83	13	and	and	CCONJ
fcis-7702	83	14	average	average	ADJ
fcis-7702	83	15	height	height	NOUN
fcis-7702	83	16	of	of	ADP
fcis-7702	83	17	the	the	DET
fcis-7702	83	18	target	target	NOUN
fcis-7702	83	19	detection	detection	NOUN
fcis-7702	83	20	box	box	NOUN
fcis-7702	83	21	.	.	PUNCT
fcis-7702	84	1	the	the	DET
fcis-7702	84	2	second	second	ADJ
fcis-7702	84	3	step	step	NOUN
fcis-7702	84	4	is	be	AUX
fcis-7702	84	5	to	to	PART
fcis-7702	84	6	limit	limit	VERB
fcis-7702	84	7	the	the	DET
fcis-7702	84	8	number	number	NOUN
fcis-7702	84	9	of	of	ADP
fcis-7702	84	10	newly	newly	ADV
fcis-7702	84	11	added	add	VERB
fcis-7702	84	12	targets	target	NOUN
fcis-7702	84	13	in	in	ADP
fcis-7702	84	14	the	the	DET
fcis-7702	84	15	same	same	ADJ
fcis-7702	84	16	frame	frame	NOUN
fcis-7702	84	17	of	of	ADP
fcis-7702	84	18	the	the	DET
fcis-7702	84	19	condensed	condense	VERB
fcis-7702	84	20	video	video	NOUN
fcis-7702	84	21	,	,	PUNCT
fcis-7702	84	22	and	and	CCONJ
fcis-7702	84	23	to	to	PART
fcis-7702	84	24	limit	limit	VERB
fcis-7702	84	25	the	the	DET
fcis-7702	84	26	number	number	NOUN
fcis-7702	84	27	of	of	ADP
fcis-7702	84	28	newly	newly	ADV
fcis-7702	84	29	added	add	VERB
fcis-7702	84	30	targets	target	NOUN
fcis-7702	84	31	in	in	ADP
fcis-7702	84	32	the	the	DET
fcis-7702	84	33	current	current	ADJ
fcis-7702	84	34	frame	frame	NOUN
fcis-7702	84	35	.	.	PUNCT
fcis-7702	85	1	after	after	ADP
fcis-7702	85	2	setting	set	VERB
fcis-7702	85	3	the	the	DET
fcis-7702	85	4	index	index	NOUN
fcis-7702	85	5	of	of	ADP
fcis-7702	85	6	the	the	DET
fcis-7702	85	7	first	first	ADJ
fcis-7702	85	8	frame	frame	NOUN
fcis-7702	85	9	of	of	ADP
fcis-7702	85	10	the	the	DET
fcis-7702	85	11	condensed	condense	VERB
fcis-7702	85	12	video	video	NOUN
fcis-7702	85	13	,	,	PUNCT
fcis-7702	85	14	if	if	SCONJ
fcis-7702	85	15	no	no	DET
fcis-7702	85	16	restriction	restriction	NOUN
fcis-7702	85	17	parameters	parameter	NOUN
fcis-7702	85	18	are	be	AUX
fcis-7702	85	19	added	add	VERB
fcis-7702	85	20	,	,	PUNCT
fcis-7702	85	21	it	it	PRON
fcis-7702	85	22	is	be	AUX
fcis-7702	85	23	highly	highly	ADV
fcis-7702	85	24	possible	possible	ADJ
fcis-7702	85	25	that	that	SCONJ
fcis-7702	85	26	many	many	ADJ
fcis-7702	85	27	targets	target	NOUN
fcis-7702	85	28	have	have	VERB
fcis-7702	85	29	the	the	DET
fcis-7702	85	30	same	same	ADJ
fcis-7702	85	31	index	index	NOUN
fcis-7702	85	32	of	of	ADP
fcis-7702	85	33	the	the	DET
fcis-7702	85	34	first	first	ADJ
fcis-7702	85	35	frame	frame	NOUN
fcis-7702	85	36	and	and	CCONJ
fcis-7702	85	37	a	a	DET
fcis-7702	85	38	large	large	ADJ
fcis-7702	85	39	number	number	NOUN
fcis-7702	85	40	of	of	ADP
fcis-7702	85	41	targets	target	NOUN
fcis-7702	85	42	appear	appear	VERB
fcis-7702	85	43	in	in	ADP
fcis-7702	85	44	the	the	DET
fcis-7702	85	45	same	same	ADJ
fcis-7702	85	46	frame	frame	NOUN
fcis-7702	85	47	.	.	PUNCT
fcis-7702	86	1	finally	finally	ADV
fcis-7702	86	2	,	,	PUNCT
fcis-7702	86	3	it	it	PRON
fcis-7702	86	4	is	be	AUX
fcis-7702	86	5	possible	possible	ADJ
fcis-7702	86	6	to	to	PART
fcis-7702	86	7	consider	consider	VERB
fcis-7702	86	8	increasing	increase	VERB
fcis-7702	86	9	the	the	DET
fcis-7702	86	10	generation	generation	NOUN
fcis-7702	86	11	time	time	NOUN
fcis-7702	86	12	interval	interval	NOUN
fcis-7702	86	13	of	of	ADP
fcis-7702	86	14	different	different	ADJ
fcis-7702	86	15	batches	batch	NOUN
fcis-7702	86	16	of	of	ADP
fcis-7702	86	17	targets	target	NOUN
fcis-7702	86	18	,	,	PUNCT
fcis-7702	86	19	and	and	CCONJ
fcis-7702	86	20	adding	add	VERB
fcis-7702	86	21	new	new	ADJ
fcis-7702	86	22	targets	target	NOUN
fcis-7702	86	23	to	to	ADP
fcis-7702	86	24	the	the	DET
fcis-7702	86	25	new	new	ADJ
fcis-7702	86	26	condensed	condense	VERB
fcis-7702	86	27	video	video	NOUN
fcis-7702	86	28	sequence	sequence	NOUN
fcis-7702	86	29	after	after	ADP
fcis-7702	86	30	a	a	DET
fcis-7702	86	31	slight	slight	ADJ
fcis-7702	86	32	interval	interval	NOUN
fcis-7702	86	33	of	of	ADP
fcis-7702	86	34	a	a	DET
fcis-7702	86	35	certain	certain	ADJ
fcis-7702	86	36	frame	frame	NOUN
fcis-7702	86	37	.	.	PUNCT
fcis-7702	87	1	the	the	DET
fcis-7702	87	2	condensed	condense	VERB
fcis-7702	87	3	video	video	NOUN
fcis-7702	87	4	will	will	AUX
fcis-7702	87	5	become	become	VERB
fcis-7702	87	6	slightly	slightly	ADV
fcis-7702	87	7	longer	long	ADV
fcis-7702	87	8	but	but	CCONJ
fcis-7702	87	9	the	the	DET
fcis-7702	87	10	condensed	condense	VERB
fcis-7702	87	11	effect	effect	NOUN
fcis-7702	87	12	will	will	AUX
fcis-7702	87	13	improve	improve	VERB
fcis-7702	87	14	.	.	PUNCT
fcis-7702	88	1	moreover	moreover	ADV
fcis-7702	88	2	,	,	PUNCT
fcis-7702	88	3	the	the	DET
fcis-7702	88	4	above	above	ADJ
fcis-7702	88	5	hyperparameter	hyperparameter	NOUN
fcis-7702	88	6	can	can	AUX
fcis-7702	88	7	be	be	AUX
fcis-7702	88	8	set	set	VERB
fcis-7702	88	9	according	accord	VERB
fcis-7702	88	10	to	to	ADP
fcis-7702	88	11	the	the	DET
fcis-7702	88	12	actual	actual	ADJ
fcis-7702	88	13	application	application	NOUN
fcis-7702	88	14	scenarios	scenario	NOUN
fcis-7702	88	15	,	,	PUNCT
fcis-7702	88	16	which	which	PRON
fcis-7702	88	17	maximizes	maximize	VERB
fcis-7702	88	18	the	the	DET
fcis-7702	88	19	effect	effect	NOUN
fcis-7702	88	20	of	of	ADP
fcis-7702	88	21	the	the	DET
fcis-7702	88	22	method	method	NOUN
fcis-7702	88	23	in	in	ADP
fcis-7702	88	24	this	this	DET
fcis-7702	88	25	paper	paper	NOUN
fcis-7702	88	26	.	.	PUNCT
fcis-7702	89	1	in	in	ADP
fcis-7702	89	2	summary	summary	NOUN
fcis-7702	89	3	,	,	PUNCT
fcis-7702	89	4	the	the	DET
fcis-7702	89	5	target	target	NOUN
fcis-7702	89	6	trajectory	trajectory	NOUN
fcis-7702	89	7	has	have	AUX
fcis-7702	89	8	been	be	AUX
fcis-7702	89	9	reorganized	reorganize	VERB
fcis-7702	89	10	in	in	ADP
fcis-7702	89	11	the	the	DET
fcis-7702	89	12	new	new	ADJ
fcis-7702	89	13	video	video	NOUN
fcis-7702	89	14	and	and	CCONJ
fcis-7702	89	15	improved	improved	ADJ
fcis-7702	89	16	algorithms	algorithm	NOUN
fcis-7702	89	17	have	have	AUX
fcis-7702	89	18	been	be	AUX
fcis-7702	89	19	used	use	VERB
fcis-7702	89	20	to	to	PART
fcis-7702	89	21	achieve	achieve	VERB
fcis-7702	89	22	better	well	ADJ
fcis-7702	89	23	concentration	concentration	NOUN
fcis-7702	89	24	results	result	NOUN
fcis-7702	89	25	.	.	PUNCT
fcis-7702	90	1	table	table	NOUN
fcis-7702	90	2	1	1	NUM
fcis-7702	90	3	.	.	PUNCT
fcis-7702	90	4	trajectory	trajectory	NOUN
fcis-7702	90	5	reorganization	reorganization	NOUN
fcis-7702	90	6	algorithm	algorithm	NOUN
fcis-7702	90	7	the	the	DET
fcis-7702	90	8	algorithm	algorithm	NOUN
fcis-7702	90	9	for	for	ADP
fcis-7702	90	10	the	the	DET
fcis-7702	90	11	motion	motion	NOUN
fcis-7702	90	12	target	target	NOUN
fcis-7702	90	13	trajectory	trajectory	NOUN
fcis-7702	90	14	recombination	recombination	NOUN
fcis-7702	90	15	module	module	NOUN
fcis-7702	90	16	is	be	AUX
fcis-7702	90	17	as	as	SCONJ
fcis-7702	90	18	follows	follow	VERB
fcis-7702	90	19	:	:	PUNCT
fcis-7702	90	20	(	(	PUNCT
fcis-7702	90	21	1	1	X
fcis-7702	90	22	)	)	PUNCT
fcis-7702	90	23	enter	enter	VERB
fcis-7702	90	24	the	the	DET
fcis-7702	90	25	tracking	tracking	NOUN
fcis-7702	90	26	file	file	NOUN
fcis-7702	90	27	for	for	ADP
fcis-7702	90	28	the	the	DET
fcis-7702	90	29	target	target	NOUN
fcis-7702	90	30	(	(	PUNCT
fcis-7702	90	31	targets	target	NOUN
fcis-7702	90	32	.	.	PUNCT
fcis-7702	91	1	json	json	NOUN
fcis-7702	91	2	)	)	PUNCT
fcis-7702	91	3	,	,	PUNCT
fcis-7702	91	4	150	150	NUM
fcis-7702	91	5	including	include	VERB
fcis-7702	91	6	the	the	DET
fcis-7702	91	7	coordinate	coordinate	ADJ
fcis-7702	91	8	information	information	NOUN
fcis-7702	91	9	of	of	ADP
fcis-7702	91	10	the	the	DET
fcis-7702	91	11	target	target	NOUN
fcis-7702	91	12	position	position	NOUN
fcis-7702	91	13	detection	detection	NOUN
fcis-7702	91	14	box	box	NOUN
fcis-7702	91	15	,	,	PUNCT
fcis-7702	91	16	the	the	DET
fcis-7702	91	17	calculation	calculation	NOUN
fcis-7702	91	18	of	of	ADP
fcis-7702	91	19	the	the	DET
fcis-7702	91	20	target	target	NOUN
fcis-7702	91	21	center	center	NOUN
fcis-7702	91	22	,	,	PUNCT
fcis-7702	91	23	the	the	DET
fcis-7702	91	24	target	target	NOUN
fcis-7702	91	25	i	i	PROPN
fcis-7702	91	26	d	d	PROPN
fcis-7702	91	27	,	,	PUNCT
fcis-7702	91	28	the	the	DET
fcis-7702	91	29	frame	frame	NOUN
fcis-7702	91	30	number	number	NOUN
fcis-7702	91	31	where	where	SCONJ
fcis-7702	91	32	the	the	DET
fcis-7702	91	33	target	target	NOUN
fcis-7702	91	34	appears	appear	VERB
fcis-7702	91	35	,	,	PUNCT
fcis-7702	91	36	and	and	CCONJ
fcis-7702	91	37	the	the	DET
fcis-7702	91	38	total	total	ADJ
fcis-7702	91	39	frame	frame	NOUN
fcis-7702	91	40	length	length	NOUN
fcis-7702	91	41	where	where	SCONJ
fcis-7702	91	42	the	the	DET
fcis-7702	91	43	target	target	NOUN
fcis-7702	91	44	appears	appear	VERB
fcis-7702	91	45	.	.	PUNCT
fcis-7702	92	1	(	(	PUNCT
fcis-7702	92	2	2	2	X
fcis-7702	92	3	)	)	PUNCT
fcis-7702	92	4	the	the	DET
fcis-7702	92	5	total	total	ADJ
fcis-7702	92	6	loop	loop	NOUN
fcis-7702	92	7	condition	condition	NOUN
fcis-7702	92	8	is	be	AUX
fcis-7702	92	9	that	that	SCONJ
fcis-7702	92	10	the	the	DET
fcis-7702	92	11	target	target	NOUN
fcis-7702	92	12	count	count	NOUN
fcis-7702	92	13	(	(	PUNCT
fcis-7702	92	14	account	account	NOUN
fcis-7702	92	15	)	)	PUNCT
fcis-7702	92	16	for	for	ADP
fcis-7702	92	17	all	all	DET
fcis-7702	92	18	first	first	ADJ
fcis-7702	92	19	frames	frame	NOUN
fcis-7702	92	20	that	that	PRON
fcis-7702	92	21	have	have	AUX
fcis-7702	92	22	not	not	PART
fcis-7702	92	23	been	be	AUX
fcis-7702	92	24	found	find	VERB
fcis-7702	92	25	is	be	AUX
fcis-7702	92	26	greater	great	ADJ
fcis-7702	92	27	than	than	ADP
fcis-7702	92	28	0	0	NUM
fcis-7702	92	29	,	,	PUNCT
fcis-7702	92	30	and	and	CCONJ
fcis-7702	92	31	all	all	DET
fcis-7702	92	32	targets	target	NOUN
fcis-7702	92	33	are	be	AUX
fcis-7702	92	34	replaced	replace	VERB
fcis-7702	92	35	with	with	ADP
fcis-7702	92	36	new_target	new_target	PRON
fcis-7702	92	37	and	and	CCONJ
fcis-7702	92	38	save	save	VERB
fcis-7702	92	39	in	in	ADP
fcis-7702	92	40	new_target_list	new_target_list	ADJ
fcis-7702	92	41	.	.	PUNCT
fcis-7702	93	1	(	(	PUNCT
fcis-7702	93	2	3	3	X
fcis-7702	93	3	)	)	PUNCT
fcis-7702	93	4	first	first	ADJ
fcis-7702	93	5	traversal	traversal	NOUN
fcis-7702	93	6	found	find	VERB
fcis-7702	93	7	all	all	DET
fcis-7702	93	8	frames	frame	NOUN
fcis-7702	93	9	as	as	ADP
fcis-7702	93	10	frames_num	frames_num	PROPN
fcis-7702	93	11	,	,	PUNCT
fcis-7702	93	12	the	the	DET
fcis-7702	93	13	target	target	NOUN
fcis-7702	93	14	of	of	ADP
fcis-7702	93	15	num	num	ADJ
fcis-7702	93	16	is	be	AUX
fcis-7702	93	17	to	to	PART
fcis-7702	93	18	add	add	VERB
fcis-7702	93	19	new_target	new_target	NOUN
fcis-7702	93	20	,	,	PUNCT
fcis-7702	93	21	setting	set	VERB
fcis-7702	93	22	the	the	DET
fcis-7702	93	23	first	first	ADJ
fcis-7702	93	24	frame	frame	NOUN
fcis-7702	93	25	of	of	ADP
fcis-7702	93	26	the	the	DET
fcis-7702	93	27	target	target	NOUN
fcis-7702	93	28	,	,	PUNCT
fcis-7702	93	29	place	place	VERB
fcis-7702	93	30	the	the	DET
fcis-7702	93	31	new	new	ADJ
fcis-7702	93	32	position	position	NOUN
fcis-7702	93	33	in	in	ADP
fcis-7702	93	34	the	the	DET
fcis-7702	93	35	new	new	ADJ
fcis-7702	93	36	frame	frame	NOUN
fcis-7702	93	37	,	,	PUNCT
fcis-7702	93	38	and	and	CCONJ
fcis-7702	93	39	subtract	subtract	VERB
fcis-7702	93	40	the	the	DET
fcis-7702	93	41	target	target	NOUN
fcis-7702	93	42	count	count	NOUN
fcis-7702	93	43	by	by	ADP
fcis-7702	93	44	one	one	NUM
fcis-7702	93	45	.	.	PUNCT
fcis-7702	94	1	(	(	PUNCT
fcis-7702	94	2	4	4	X
fcis-7702	94	3	)	)	PUNCT
fcis-7702	94	4	if	if	SCONJ
fcis-7702	94	5	the	the	DET
fcis-7702	94	6	second	second	ADJ
fcis-7702	94	7	traversal	traversal	NOUN
fcis-7702	94	8	finds	find	VERB
fcis-7702	94	9	all	all	DET
fcis-7702	94	10	targets	target	NOUN
fcis-7702	94	11	at	at	ADP
fcis-7702	94	12	later	later	ADJ
fcis-7702	94	13	times	time	NOUN
fcis-7702	94	14	but	but	CCONJ
fcis-7702	94	15	does	do	AUX
fcis-7702	94	16	not	not	PART
fcis-7702	94	17	cause	cause	VERB
fcis-7702	94	18	conflicts	conflict	NOUN
fcis-7702	94	19	,	,	PUNCT
fcis-7702	94	20	a	a	DET
fcis-7702	94	21	sliding	slide	VERB
fcis-7702	94	22	window	window	NOUN
fcis-7702	94	23	collision	collision	NOUN
fcis-7702	94	24	detection	detection	NOUN
fcis-7702	94	25	is	be	AUX
fcis-7702	94	26	performed	perform	VERB
fcis-7702	94	27	between	between	ADP
fcis-7702	94	28	the	the	DET
fcis-7702	94	29	traversal	traversal	NOUN
fcis-7702	94	30	target	target	NOUN
fcis-7702	94	31	,	,	PUNCT
fcis-7702	94	32	the	the	DET
fcis-7702	94	33	current	current	ADJ
fcis-7702	94	34	frame	frame	NOUN
fcis-7702	94	35	target	target	NOUN
fcis-7702	94	36	,	,	PUNCT
fcis-7702	94	37	and	and	CCONJ
fcis-7702	94	38	the	the	DET
fcis-7702	94	39	targets	target	NOUN
fcis-7702	94	40	within	within	ADP
fcis-7702	94	41	a	a	DET
fcis-7702	94	42	certain	certain	ADJ
fcis-7702	94	43	range	range	NOUN
fcis-7702	94	44	of	of	ADP
fcis-7702	94	45	previous	previous	ADJ
fcis-7702	94	46	frames	frame	NOUN
fcis-7702	94	47	.	.	PUNCT
fcis-7702	95	1	if	if	SCONJ
fcis-7702	95	2	the	the	DET
fcis-7702	95	3	requirements	requirement	NOUN
fcis-7702	95	4	are	be	AUX
fcis-7702	95	5	met	meet	VERB
fcis-7702	95	6	,	,	PUNCT
fcis-7702	95	7	the	the	DET
fcis-7702	95	8	secondary	secondary	ADJ
fcis-7702	95	9	target	target	NOUN
fcis-7702	95	10	can	can	AUX
fcis-7702	95	11	be	be	AUX
fcis-7702	95	12	added	add	VERB
fcis-7702	95	13	to	to	ADP
fcis-7702	95	14	the	the	DET
fcis-7702	95	15	current	current	ADJ
fcis-7702	95	16	frame	frame	NOUN
fcis-7702	95	17	,	,	PUNCT
fcis-7702	95	18	and	and	CCONJ
fcis-7702	95	19	the	the	DET
fcis-7702	95	20	target	target	NOUN
fcis-7702	95	21	count	count	NOUN
fcis-7702	95	22	is	be	AUX
fcis-7702	95	23	reduced	reduce	VERB
fcis-7702	95	24	by	by	ADP
fcis-7702	95	25	one	one	NUM
fcis-7702	95	26	.	.	PUNCT
fcis-7702	96	1	(	(	PUNCT
fcis-7702	96	2	5	5	NUM
fcis-7702	96	3	)	)	PUNCT
fcis-7702	96	4	finally	finally	ADV
fcis-7702	96	5	,	,	PUNCT
fcis-7702	96	6	increase	increase	VERB
fcis-7702	96	7	the	the	DET
fcis-7702	96	8	number	number	NOUN
fcis-7702	96	9	of	of	ADP
fcis-7702	96	10	frames	frame	NOUN
fcis-7702	96	11	x	x	PUNCT
fcis-7702	96	12	appropriately	appropriately	ADV
fcis-7702	96	13	to	to	PART
fcis-7702	96	14	reduce	reduce	VERB
fcis-7702	96	15	the	the	DET
fcis-7702	96	16	pressure	pressure	NOUN
fcis-7702	96	17	caused	cause	VERB
fcis-7702	96	18	by	by	ADP
fcis-7702	96	19	excessive	excessive	ADJ
fcis-7702	96	20	total	total	ADJ
fcis-7702	96	21	targets	target	NOUN
fcis-7702	96	22	in	in	ADP
fcis-7702	96	23	the	the	DET
fcis-7702	96	24	current	current	ADJ
fcis-7702	96	25	frame	frame	NOUN
fcis-7702	96	26	.	.	PUNCT
fcis-7702	97	1	3.2	3.2	NUM
fcis-7702	97	2	.	.	PUNCT
fcis-7702	97	3	trajectory	trajectory	NOUN
fcis-7702	97	4	fusion	fusion	NOUN
fcis-7702	97	5	fusion	fusion	NOUN
fcis-7702	97	6	each	each	DET
fcis-7702	97	7	target	target	NOUN
fcis-7702	97	8	image	image	NOUN
fcis-7702	97	9	box	box	NOUN
fcis-7702	97	10	with	with	ADP
fcis-7702	97	11	the	the	DET
fcis-7702	97	12	background	background	NOUN
fcis-7702	97	13	image	image	NOUN
fcis-7702	97	14	,	,	PUNCT
fcis-7702	97	15	and	and	CCONJ
fcis-7702	97	16	trajectory	trajectory	NOUN
fcis-7702	97	17	fusion	fusion	NOUN
fcis-7702	97	18	is	be	AUX
fcis-7702	97	19	the	the	DET
fcis-7702	97	20	process	process	NOUN
fcis-7702	97	21	of	of	ADP
fcis-7702	97	22	pasting	paste	VERB
fcis-7702	97	23	the	the	DET
fcis-7702	97	24	trajectory	trajectory	NOUN
fcis-7702	97	25	with	with	ADP
fcis-7702	97	26	the	the	DET
fcis-7702	97	27	determined	determined	ADJ
fcis-7702	97	28	start	start	VERB
fcis-7702	97	29	time	time	NOUN
fcis-7702	97	30	into	into	ADP
fcis-7702	97	31	the	the	DET
fcis-7702	97	32	generated	generate	VERB
fcis-7702	97	33	background	background	NOUN
fcis-7702	97	34	image	image	NOUN
fcis-7702	97	35	.	.	PUNCT
fcis-7702	98	1	this	this	DET
fcis-7702	98	2	article	article	NOUN
fcis-7702	98	3	uses	use	VERB
fcis-7702	98	4	the	the	DET
fcis-7702	98	5	poisson	poisson	NOUN
fcis-7702	98	6	fusion	fusion	NOUN
fcis-7702	98	7	[	[	X
fcis-7702	98	8	8	8	NUM
fcis-7702	98	9	]	]	SYM
fcis-7702	98	10	method	method	NOUN
fcis-7702	98	11	to	to	PART
fcis-7702	98	12	fuse	fuse	NOUN
fcis-7702	98	13	images	image	NOUN
fcis-7702	98	14	,	,	PUNCT
fcis-7702	98	15	which	which	PRON
fcis-7702	98	16	seamlessly	seamlessly	ADV
fcis-7702	98	17	fuses	fuse	VERB
fcis-7702	98	18	a	a	DET
fcis-7702	98	19	portion	portion	NOUN
fcis-7702	98	20	of	of	ADP
fcis-7702	98	21	the	the	DET
fcis-7702	98	22	source	source	NOUN
fcis-7702	98	23	image	image	NOUN
fcis-7702	98	24	onto	onto	ADP
fcis-7702	98	25	the	the	DET
fcis-7702	98	26	target	target	NOUN
fcis-7702	98	27	image	image	NOUN
fcis-7702	98	28	.	.	PUNCT
fcis-7702	99	1	its	its	PRON
fcis-7702	99	2	essence	essence	NOUN
fcis-7702	99	3	is	be	AUX
fcis-7702	99	4	to	to	PART
fcis-7702	99	5	generate	generate	VERB
fcis-7702	99	6	pixels	pixel	NOUN
fcis-7702	99	7	within	within	ADP
fcis-7702	99	8	the	the	DET
fcis-7702	99	9	fusion	fusion	NOUN
fcis-7702	99	10	region	region	NOUN
fcis-7702	99	11	using	use	VERB
fcis-7702	99	12	the	the	DET
fcis-7702	99	13	gradient	gradient	ADJ
fcis-7702	99	14	field	field	NOUN
fcis-7702	99	15	of	of	ADP
fcis-7702	99	16	the	the	DET
fcis-7702	99	17	source	source	NOUN
fcis-7702	99	18	image	image	NOUN
fcis-7702	99	19	as	as	ADP
fcis-7702	99	20	a	a	DET
fcis-7702	99	21	guide	guide	NOUN
fcis-7702	99	22	while	while	SCONJ
fcis-7702	99	23	maintaining	maintain	VERB
fcis-7702	99	24	the	the	DET
fcis-7702	99	25	pixels	pixel	NOUN
fcis-7702	99	26	of	of	ADP
fcis-7702	99	27	the	the	DET
fcis-7702	99	28	target	target	NOUN
fcis-7702	99	29	image	image	NOUN
fcis-7702	99	30	at	at	ADP
fcis-7702	99	31	the	the	DET
fcis-7702	99	32	fusion	fusion	NOUN
fcis-7702	99	33	boundary	boundary	NOUN
fcis-7702	99	34	.	.	PUNCT
fcis-7702	100	1	fig	fig	NOUN
fcis-7702	100	2	.	.	PUNCT
fcis-7702	101	1	4	4	NUM
fcis-7702	101	2	flowchart	flowchart	NOUN
fcis-7702	101	3	of	of	ADP
fcis-7702	101	4	deepsort	deepsort	NOUN
fcis-7702	101	5	the	the	DET
fcis-7702	101	6	overall	overall	ADJ
fcis-7702	101	7	principle	principle	NOUN
fcis-7702	101	8	is	be	AUX
fcis-7702	101	9	to	to	PART
fcis-7702	101	10	keep	keep	VERB
fcis-7702	101	11	the	the	DET
fcis-7702	101	12	gradient	gradient	ADJ
fcis-7702	101	13	field	field	NOUN
fcis-7702	101	14	of	of	ADP
fcis-7702	101	15	the	the	DET
fcis-7702	101	16	generated	generate	VERB
fcis-7702	101	17	pixels	pixel	NOUN
fcis-7702	101	18	in	in	ADP
fcis-7702	101	19	the	the	DET
fcis-7702	101	20	fusion	fusion	NOUN
fcis-7702	101	21	area	area	NOUN
fcis-7702	101	22	as	as	ADV
fcis-7702	101	23	consistent	consistent	ADJ
fcis-7702	101	24	as	as	ADP
fcis-7702	101	25	possible	possible	ADJ
fcis-7702	101	26	with	with	ADP
fcis-7702	101	27	the	the	DET
fcis-7702	101	28	gradient	gradient	ADJ
fcis-7702	101	29	field	field	NOUN
fcis-7702	101	30	of	of	ADP
fcis-7702	101	31	the	the	DET
fcis-7702	101	32	pixels	pixel	NOUN
fcis-7702	101	33	in	in	ADP
fcis-7702	101	34	the	the	DET
fcis-7702	101	35	source	source	NOUN
fcis-7702	101	36	image	image	NOUN
fcis-7702	101	37	fusion	fusion	NOUN
fcis-7702	101	38	part	part	NOUN
fcis-7702	101	39	,	,	PUNCT
fcis-7702	101	40	and	and	CCONJ
fcis-7702	101	41	to	to	PART
fcis-7702	101	42	minimize	minimize	VERB
fcis-7702	101	43	the	the	DET
fcis-7702	101	44	gradient	gradient	ADJ
fcis-7702	101	45	difference	difference	NOUN
fcis-7702	101	46	in	in	ADP
fcis-7702	101	47	equation	equation	NOUN
fcis-7702	101	48	solving	solving	NOUN
fcis-7702	101	49	.	.	PUNCT
fcis-7702	102	1	it	it	PRON
fcis-7702	102	2	is	be	AUX
fcis-7702	102	3	to	to	PART
fcis-7702	102	4	ensure	ensure	VERB
fcis-7702	102	5	that	that	SCONJ
fcis-7702	102	6	the	the	DET
fcis-7702	102	7	laplace	laplace	NOUN
fcis-7702	102	8	results	result	NOUN
fcis-7702	102	9	of	of	ADP
fcis-7702	102	10	the	the	DET
fcis-7702	102	11	generated	generate	VERB
fcis-7702	102	12	region	region	NOUN
fcis-7702	102	13	are	be	AUX
fcis-7702	102	14	consistent	consistent	ADJ
fcis-7702	102	15	with	with	ADP
fcis-7702	102	16	those	those	PRON
fcis-7702	102	17	of	of	ADP
fcis-7702	102	18	the	the	DET
fcis-7702	102	19	source	source	NOUN
fcis-7702	102	20	image	image	NOUN
fcis-7702	102	21	,	,	PUNCT
fcis-7702	102	22	and	and	CCONJ
fcis-7702	102	23	that	that	SCONJ
fcis-7702	102	24	the	the	DET
fcis-7702	102	25	values	value	NOUN
fcis-7702	102	26	of	of	ADP
fcis-7702	102	27	the	the	DET
fcis-7702	102	28	boundary	boundary	NOUN
fcis-7702	102	29	of	of	ADP
fcis-7702	102	30	the	the	DET
fcis-7702	102	31	generated	generate	VERB
fcis-7702	102	32	region	region	NOUN
fcis-7702	102	33	are	be	AUX
fcis-7702	102	34	consistent	consistent	ADJ
fcis-7702	102	35	with	with	ADP
fcis-7702	102	36	those	those	PRON
fcis-7702	102	37	of	of	ADP
fcis-7702	102	38	the	the	DET
fcis-7702	102	39	target	target	NOUN
fcis-7702	102	40	image	image	NOUN
fcis-7702	102	41	in	in	ADP
fcis-7702	102	42	the	the	DET
fcis-7702	102	43	fusion	fusion	NOUN
fcis-7702	102	44	region	region	NOUN
fcis-7702	102	45	.	.	PUNCT
fcis-7702	103	1	the	the	DET
fcis-7702	103	2	quadratic	quadratic	ADJ
fcis-7702	103	3	optimization	optimization	NOUN
fcis-7702	103	4	result	result	NOUN
fcis-7702	103	5	is	be	AUX
fcis-7702	103	6	obtained	obtain	VERB
fcis-7702	103	7	by	by	ADP
fcis-7702	103	8	discretizing	discretize	VERB
fcis-7702	103	9	the	the	DET
fcis-7702	103	10	finite	finite	ADJ
fcis-7702	103	11	order	order	NOUN
fcis-7702	103	12	differential	differential	NOUN
fcis-7702	103	13	of	of	ADP
fcis-7702	103	14	the	the	DET
fcis-7702	103	15	poisson	poisson	NOUN
fcis-7702	103	16	equation	equation	NOUN
fcis-7702	103	17	.	.	PUNCT
fcis-7702	104	1	f2	f2	PROPN
fcis-7702	104	2	=	=	NOUN
fcis-7702	104	3			PROPN
fcis-7702	104	4			PROPN
fcis-7702	104	5	(	(	PUNCT
fcis-7702	104	6	2	2	NUM
fcis-7702	104	7	)	)	PUNCT
fcis-7702	104	8			PROPN
fcis-7702	104	9			PUNCT
fcis-7702	104	10			PROPN
fcis-7702	104	11	+	+	NOUN
fcis-7702	104	12	=	=	NOUN
fcis-7702	104	13	pnq	pnq	NOUN
fcis-7702	104	14	pq	pq	INTJ
fcis-7702	104	15	qp	qp	PROPN
fcis-7702	104	16	q	q	PROPN
fcis-7702	104	17	qp	qp	PROPN
fcis-7702	104	18	q	q	PROPN
fcis-7702	105	1	f	f	PROPN
fcis-7702	105	2	vff	vff	PROPN
fcis-7702	105	3	*	*	PUNCT
fcis-7702	105	4	|	|	ADV
fcis-7702	105	5	min	min	NOUN
fcis-7702	105	6	(	(	PUNCT
fcis-7702	105	7	3	3	NUM
fcis-7702	105	8	)	)	PUNCT
fcis-7702	105	9	among	among	ADP
fcis-7702	105	10	them	they	PRON
fcis-7702	105	11	,	,	PUNCT
fcis-7702	105	12	p	p	PROPN
fcis-7702	105	13	is	be	AUX
fcis-7702	105	14	the	the	DET
fcis-7702	105	15	pixel	pixel	PROPN
fcis-7702	105	16	point	point	NOUN
fcis-7702	105	17	in	in	ADP
fcis-7702	105	18	the	the	DET
fcis-7702	105	19	source	source	NOUN
fcis-7702	105	20	image	image	NOUN
fcis-7702	105	21	s	s	PROPN
fcis-7702	105	22	,	,	PUNCT
fcis-7702	105	23	v	v	NOUN
fcis-7702	105	24	is	be	AUX
fcis-7702	105	25	the	the	DET
fcis-7702	105	26	gradient	gradient	NOUN
fcis-7702	105	27	of	of	ADP
fcis-7702	105	28	a	a	DET
fcis-7702	105	29	certain	certain	ADJ
fcis-7702	105	30	region	region	NOUN
fcis-7702	105	31	in	in	ADP
fcis-7702	105	32	the	the	DET
fcis-7702	105	33	image	image	NOUN
fcis-7702	105	34	,	,	PUNCT
fcis-7702	105	35	ω	ω	PROPN
fcis-7702	105	36	is	be	AUX
fcis-7702	105	37	the	the	DET
fcis-7702	105	38	target	target	NOUN
fcis-7702	105	39	area	area	NOUN
fcis-7702	105	40	to	to	PART
fcis-7702	105	41	be	be	AUX
fcis-7702	105	42	fused	fuse	VERB
fcis-7702	105	43	placed	place	VERB
fcis-7702	105	44	in	in	ADP
fcis-7702	105	45	the	the	DET
fcis-7702	105	46	s	s	NOUN
fcis-7702	105	47	region	region	NOUN
fcis-7702	105	48	,	,	PUNCT
fcis-7702	105	49	f	f	PROPN
fcis-7702	105	50	is	be	AUX
fcis-7702	105	51	an	an	DET
fcis-7702	105	52	unknown	unknown	ADJ
fcis-7702	105	53	function	function	NOUN
fcis-7702	105	54	existing	exist	VERB
fcis-7702	105	55	in	in	ADP
fcis-7702	105	56	the	the	DET
fcis-7702	105	57	ω	ω	PROPN
fcis-7702	105	58	region	region	NOUN
fcis-7702	105	59	,	,	PUNCT
fcis-7702	105	60	f	f	X
fcis-7702	105	61	*	*	PUNCT
fcis-7702	105	62	is	be	AUX
fcis-7702	105	63	a	a	DET
fcis-7702	105	64	known	know	VERB
fcis-7702	105	65	function	function	NOUN
fcis-7702	105	66	in	in	ADP
fcis-7702	105	67	s	s	PROPN
fcis-7702	105	68	,	,	PUNCT
fcis-7702	105	69	fq	fq	PROPN
fcis-7702	105	70	is	be	AUX
fcis-7702	105	71	the	the	DET
fcis-7702	105	72	value	value	NOUN
fcis-7702	105	73	of	of	ADP
fcis-7702	105	74	f	f	PROPN
fcis-7702	105	75	at	at	ADP
fcis-7702	105	76	point	point	NOUN
fcis-7702	105	77	q	q	NOUN
fcis-7702	105	78	,	,	PUNCT
fcis-7702	105	79	f*q	f*q	PROPN
fcis-7702	105	80	is	be	AUX
fcis-7702	105	81	the	the	DET
fcis-7702	105	82	value	value	NOUN
fcis-7702	105	83	of	of	ADP
fcis-7702	105	84	f	f	X
fcis-7702	105	85	*	*	PROPN
fcis-7702	105	86	at	at	ADP
fcis-7702	105	87	point	point	NOUN
fcis-7702	105	88	q	q	INTJ
fcis-7702	105	89	,	,	PUNCT
fcis-7702	105	90	np	np	INTJ
fcis-7702	105	91	is	be	AUX
fcis-7702	105	92	the	the	DET
fcis-7702	105	93	four	four	NUM
fcis-7702	105	94	neighboring	neighboring	NOUN
fcis-7702	105	95	regions	region	NOUN
fcis-7702	105	96	of	of	ADP
fcis-7702	105	97	p,<p	p,<p	NOUN
fcis-7702	105	98	,	,	PUNCT
fcis-7702	105	99	q	q	X
fcis-7702	105	100	>	>	X
fcis-7702	105	101	is	be	AUX
fcis-7702	105	102	a	a	DET
fcis-7702	105	103	pixel	pixel	PROPN
fcis-7702	105	104	pair	pair	NOUN
fcis-7702	105	105	,	,	PUNCT
fcis-7702	105	106	vpq	vpq	NOUN
fcis-7702	105	107	is	be	AUX
fcis-7702	105	108	the	the	DET
fcis-7702	105	109	mapping	mapping	NOUN
fcis-7702	105	110	result	result	NOUN
fcis-7702	105	111	of	of	ADP
fcis-7702	105	112	v	v	NOUN
fcis-7702	105	113	[	[	X
fcis-7702	105	114	(	(	PUNCT
fcis-7702	105	115	p+q)/2	p+q)/2	NOUN
fcis-7702	105	116	]	]	PUNCT
fcis-7702	105	117	on	on	ADP
fcis-7702	105	118	[	[	X
fcis-7702	105	119	p	p	X
fcis-7702	105	120	,	,	PUNCT
fcis-7702	105	121	q	q	X
fcis-7702	105	122	]	]	X
fcis-7702	105	123	,	,	PUNCT
fcis-7702	105	124	and	and	CCONJ
fcis-7702	105	125	its	its	PRON
fcis-7702	105	126	solution	solution	NOUN
fcis-7702	105	127	satisfies	satisfy	VERB
fcis-7702	105	128	the	the	DET
fcis-7702	105	129	formula	formula	NOUN
fcis-7702	105	130	.	.	PUNCT
fcis-7702	106	1			NOUN
fcis-7702	106	2			PROPN
fcis-7702	107	1	+	+	NOUN
fcis-7702	107	2	=	=	NOUN
fcis-7702	107	3	−	−	NOUN
fcis-7702	107	4			PUNCT
fcis-7702	107	5	prp	prp	NOUN
fcis-7702	107	6	nq	nq	PROPN
fcis-7702	107	7	pq	pq	PROPN
fcis-7702	107	8	nq	nq	PROPN
fcis-7702	107	9	q	q	PROPN
fcis-7702	107	10	nq	nq	PROPN
fcis-7702	107	11	qpp	qpp	PROPN
fcis-7702	107	12	vfffn	vfffn	NOUN
fcis-7702	107	13	*	*	PUNCT
fcis-7702	107	14	(	(	PUNCT
fcis-7702	107	15	4	4	X
fcis-7702	107	16	)	)	PUNCT
fcis-7702	107	17	fp	fp	X
fcis-7702	107	18	is	be	AUX
fcis-7702	107	19	the	the	DET
fcis-7702	107	20	value	value	NOUN
fcis-7702	107	21	of	of	ADP
fcis-7702	107	22	f	f	PROPN
fcis-7702	107	23	at	at	ADP
fcis-7702	107	24	point	point	NOUN
fcis-7702	107	25	p.	p.	NOUN
fcis-7702	107	26	the	the	DET
fcis-7702	107	27	steps	step	NOUN
fcis-7702	107	28	for	for	ADP
fcis-7702	107	29	poisson	poisson	NOUN
fcis-7702	107	30	fusion	fusion	NOUN
fcis-7702	107	31	in	in	ADP
fcis-7702	107	32	condensed	condense	VERB
fcis-7702	107	33	video	video	NOUN
fcis-7702	107	34	are	be	AUX
fcis-7702	107	35	as	as	SCONJ
fcis-7702	107	36	follows	follow	VERB
fcis-7702	107	37	:	:	PUNCT
fcis-7702	107	38	(	(	PUNCT
fcis-7702	107	39	1	1	X
fcis-7702	107	40	)	)	PUNCT
fcis-7702	107	41	calculate	calculate	VERB
fcis-7702	107	42	the	the	DET
fcis-7702	107	43	gradient	gradient	ADJ
fcis-7702	107	44	field	field	NOUN
fcis-7702	107	45	of	of	ADP
fcis-7702	107	46	the	the	DET
fcis-7702	107	47	external	external	ADJ
fcis-7702	107	48	rectangular	rectangular	ADJ
fcis-7702	107	49	box	box	NOUN
fcis-7702	107	50	of	of	ADP
fcis-7702	107	51	the	the	DET
fcis-7702	107	52	moving	move	VERB
fcis-7702	107	53	target	target	NOUN
fcis-7702	107	54	and	and	CCONJ
fcis-7702	107	55	the	the	DET
fcis-7702	107	56	gradient	gradient	ADJ
fcis-7702	107	57	field	field	NOUN
fcis-7702	107	58	of	of	ADP
fcis-7702	107	59	the	the	DET
fcis-7702	107	60	background	background	NOUN
fcis-7702	107	61	image	image	NOUN
fcis-7702	107	62	.	.	PUNCT
fcis-7702	108	1	(	(	PUNCT
fcis-7702	108	2	2	2	X
fcis-7702	108	3	)	)	PUNCT
fcis-7702	108	4	calculate	calculate	VERB
fcis-7702	108	5	the	the	DET
fcis-7702	108	6	gradient	gradient	ADJ
fcis-7702	108	7	field	field	NOUN
fcis-7702	108	8	of	of	ADP
fcis-7702	108	9	the	the	DET
fcis-7702	108	10	image	image	NOUN
fcis-7702	108	11	after	after	ADP
fcis-7702	108	12	the	the	DET
fcis-7702	108	13	fusion	fusion	NOUN
fcis-7702	108	14	of	of	ADP
fcis-7702	108	15	the	the	DET
fcis-7702	108	16	moving	move	VERB
fcis-7702	108	17	target	target	NOUN
fcis-7702	108	18	and	and	CCONJ
fcis-7702	108	19	the	the	DET
fcis-7702	108	20	background	background	NOUN
fcis-7702	108	21	image	image	NOUN
fcis-7702	108	22	,	,	PUNCT
fcis-7702	108	23	and	and	CCONJ
fcis-7702	108	24	then	then	ADV
fcis-7702	108	25	directly	directly	ADV
fcis-7702	108	26	cover	cover	VERB
fcis-7702	108	27	the	the	DET
fcis-7702	108	28	gradient	gradient	ADJ
fcis-7702	108	29	field	field	NOUN
fcis-7702	108	30	of	of	ADP
fcis-7702	108	31	the	the	DET
fcis-7702	108	32	moving	move	VERB
fcis-7702	108	33	target	target	NOUN
fcis-7702	108	34	onto	onto	ADP
fcis-7702	108	35	the	the	DET
fcis-7702	108	36	gradient	gradient	ADJ
fcis-7702	108	37	field	field	NOUN
fcis-7702	108	38	of	of	ADP
fcis-7702	108	39	the	the	DET
fcis-7702	108	40	background	background	NOUN
fcis-7702	108	41	image	image	NOUN
fcis-7702	108	42	,	,	PUNCT
fcis-7702	108	43	while	while	SCONJ
fcis-7702	108	44	obtaining	obtain	VERB
fcis-7702	108	45	the	the	DET
fcis-7702	108	46	gradient	gradient	ADJ
fcis-7702	108	47	value	value	NOUN
fcis-7702	108	48	of	of	ADP
fcis-7702	108	49	each	each	DET
fcis-7702	108	50	pixel	pixel	NOUN
fcis-7702	108	51	.	.	PUNCT
fcis-7702	109	1	(	(	PUNCT
fcis-7702	109	2	3	3	X
fcis-7702	109	3	)	)	PUNCT
fcis-7702	109	4	calculate	calculate	NOUN
fcis-7702	109	5	the	the	DET
fcis-7702	109	6	divergence	divergence	NOUN
fcis-7702	109	7	of	of	ADP
fcis-7702	109	8	the	the	DET
fcis-7702	109	9	fused	fuse	VERB
fcis-7702	109	10	image	image	NOUN
fcis-7702	109	11	by	by	ADP
fcis-7702	109	12	taking	take	VERB
fcis-7702	109	13	the	the	DET
fcis-7702	109	14	partial	partial	ADJ
fcis-7702	109	15	derivative	derivative	NOUN
fcis-7702	109	16	of	of	ADP
fcis-7702	109	17	the	the	DET
fcis-7702	109	18	pixel	pixel	PROPN
fcis-7702	109	19	gradient	gradient	PROPN
fcis-7702	109	20	value	value	NOUN
fcis-7702	109	21	obtained	obtain	VERB
fcis-7702	109	22	in	in	ADP
fcis-7702	109	23	step	step	NOUN
fcis-7702	109	24	(	(	PUNCT
fcis-7702	109	25	2	2	NUM
fcis-7702	109	26	)	)	PUNCT
fcis-7702	109	27	.	.	PUNCT
fcis-7702	110	1	(	(	PUNCT
fcis-7702	110	2	4	4	X
fcis-7702	110	3	)	)	PUNCT
fcis-7702	110	4	solve	solve	VERB
fcis-7702	110	5	the	the	DET
fcis-7702	110	6	coefficient	coefficient	NOUN
fcis-7702	110	7	matrix	matrix	NOUN
fcis-7702	110	8	of	of	ADP
fcis-7702	110	9	the	the	DET
fcis-7702	110	10	poisson	poisson	NOUN
fcis-7702	110	11	reconstruction	reconstruction	NOUN
fcis-7702	110	12	equation	equation	NOUN
fcis-7702	110	13	to	to	PART
fcis-7702	110	14	obtain	obtain	VERB
fcis-7702	110	15	the	the	DET
fcis-7702	110	16	final	final	ADJ
fcis-7702	110	17	fusion	fusion	NOUN
fcis-7702	110	18	result	result	NOUN
fcis-7702	110	19	.	.	PUNCT
fcis-7702	111	1	4	4	X
fcis-7702	111	2	.	.	X
fcis-7702	111	3	summary	summary	NOUN
fcis-7702	111	4	4.1	4.1	NUM
fcis-7702	111	5	.	.	PUNCT
fcis-7702	112	1	experimental	experimental	ADJ
fcis-7702	112	2	environment	environment	NOUN
fcis-7702	112	3	design	design	NOUN
fcis-7702	112	4	in	in	ADP
fcis-7702	112	5	this	this	DET
fcis-7702	112	6	study	study	NOUN
fcis-7702	112	7	,	,	PUNCT
fcis-7702	112	8	we	we	PRON
fcis-7702	112	9	evaluated	evaluate	VERB
fcis-7702	112	10	the	the	DET
fcis-7702	112	11	feasibility	feasibility	NOUN
fcis-7702	112	12	of	of	ADP
fcis-7702	112	13	using	use	VERB
fcis-7702	112	14	object	object	NOUN
fcis-7702	112	15	detection	detection	NOUN
fcis-7702	112	16	ghosting	ghost	VERB
fcis-7702	112	17	optimization	optimization	NOUN
fcis-7702	112	18	for	for	ADP
fcis-7702	112	19	video	video	NOUN
fcis-7702	112	20	concentration	concentration	NOUN
fcis-7702	112	21	technology	technology	NOUN
fcis-7702	112	22	under	under	ADP
fcis-7702	112	23	surveillance	surveillance	NOUN
fcis-7702	112	24	conditions	condition	NOUN
fcis-7702	112	25	through	through	ADP
fcis-7702	112	26	two	two	NUM
fcis-7702	112	27	sets	set	NOUN
fcis-7702	112	28	of	of	ADP
fcis-7702	112	29	controlled	control	VERB
fcis-7702	112	30	experiments	experiment	NOUN
fcis-7702	112	31	.	.	PUNCT
fcis-7702	113	1	these	these	DET
fcis-7702	113	2	two	two	NUM
fcis-7702	113	3	sets	set	NOUN
fcis-7702	113	4	of	of	ADP
fcis-7702	113	5	experiments	experiment	NOUN
fcis-7702	113	6	were	be	AUX
fcis-7702	113	7	both	both	PRON
fcis-7702	113	8	conducted	conduct	VERB
fcis-7702	113	9	using	use	VERB
fcis-7702	113	10	pycharm	pycharm	NOUN
fcis-7702	113	11	software	software	NOUN
fcis-7702	113	12	and	and	CCONJ
fcis-7702	113	13	completed	complete	VERB
fcis-7702	113	14	in	in	ADP
fcis-7702	113	15	python	python	PROPN
fcis-7702	113	16	3.7	3.7	NUM
fcis-7702	113	17	and	and	CCONJ
fcis-7702	113	18	opencv4.5.2.54	opencv4.5.2.54	PROPN
fcis-7702	113	19	programming	programming	NOUN
fcis-7702	113	20	,	,	PUNCT
fcis-7702	113	21	and	and	CCONJ
fcis-7702	113	22	within	within	ADP
fcis-7702	113	23	the	the	DET
fcis-7702	113	24	learning	learning	NOUN
fcis-7702	113	25	framework	framework	NOUN
fcis-7702	113	26	of	of	ADP
fcis-7702	113	27	python	python	PROPN
fcis-7702	113	28	.	.	PUNCT
fcis-7702	114	1	the	the	DET
fcis-7702	114	2	system	system	NOUN
fcis-7702	114	3	adopts	adopt	VERB
fcis-7702	114	4	intel	intel	PROPN
fcis-7702	114	5	(	(	PUNCT
fcis-7702	114	6	r	r	NOUN
fcis-7702	114	7	)	)	PUNCT
fcis-7702	114	8	core	core	NOUN
fcis-7702	114	9	(	(	PUNCT
fcis-7702	114	10	tm	tm	NOUN
fcis-7702	114	11	)	)	PUNCT
fcis-7702	114	12	i5	i5	ADJ
fcis-7702	114	13	-	-	PUNCT
fcis-7702	114	14	4210u	4210u	NUM
fcis-7702	114	15	cpu	cpu	NOUN
fcis-7702	114	16	and	and	CCONJ
fcis-7702	114	17	has	have	VERB
fcis-7702	114	18	a	a	DET
fcis-7702	114	19	running	run	VERB
fcis-7702	114	20	speed	speed	NOUN
fcis-7702	114	21	of	of	ADP
fcis-7702	114	22	2.7ghz	2.7ghz	NUM
fcis-7702	114	23	.	.	PUNCT
fcis-7702	115	1	memory	memory	NOUN
fcis-7702	115	2	8	8	NUM
fcis-7702	115	3	gb	gb	NOUN
fcis-7702	115	4	,	,	PUNCT
fcis-7702	115	5	windows	window	VERB
fcis-7702	115	6	10	10	NUM
fcis-7702	115	7	operating	operating	NOUN
fcis-7702	115	8	system	system	NOUN
fcis-7702	115	9	.	.	PUNCT
fcis-7702	116	1	4.2	4.2	NUM
fcis-7702	116	2	.	.	PUNCT
fcis-7702	117	1	experimental	experimental	ADJ
fcis-7702	117	2	results	result	NOUN
fcis-7702	117	3	and	and	CCONJ
fcis-7702	117	4	analysis	analysis	NOUN
fcis-7702	117	5	to	to	PART
fcis-7702	117	6	verify	verify	VERB
fcis-7702	117	7	the	the	DET
fcis-7702	117	8	performance	performance	NOUN
fcis-7702	117	9	of	of	ADP
fcis-7702	117	10	the	the	DET
fcis-7702	117	11	concentration	concentration	NOUN
fcis-7702	117	12	method	method	NOUN
fcis-7702	117	13	,	,	PUNCT
fcis-7702	117	14	this	this	DET
fcis-7702	117	15	chapter	chapter	NOUN
fcis-7702	117	16	uses	use	VERB
fcis-7702	117	17	five	five	NUM
fcis-7702	117	18	segments	segment	NOUN
fcis-7702	117	19	of	of	ADP
fcis-7702	117	20	pedestrian	pedestrian	NOUN
fcis-7702	117	21	surveillance	surveillance	NOUN
fcis-7702	117	22	videos	video	NOUN
fcis-7702	117	23	as	as	ADP
fcis-7702	117	24	input	input	NOUN
fcis-7702	117	25	videos	video	NOUN
fcis-7702	117	26	.	.	PUNCT
fcis-7702	118	1	video	video	NOUN
fcis-7702	118	2	1	1	NUM
fcis-7702	118	3	is	be	AUX
fcis-7702	118	4	a	a	DET
fcis-7702	118	5	commonly	commonly	ADV
fcis-7702	118	6	used	use	VERB
fcis-7702	118	7	video	video	NOUN
fcis-7702	118	8	dataset	dataset	NOUN
fcis-7702	118	9	for	for	ADP
fcis-7702	118	10	object	object	NOUN
fcis-7702	118	11	detection	detection	NOUN
fcis-7702	118	12	,	,	PUNCT
fcis-7702	118	13	with	with	ADP
fcis-7702	118	14	pedestrians	pedestrian	NOUN
fcis-7702	118	15	being	be	AUX
fcis-7702	118	16	relatively	relatively	ADV
fcis-7702	118	17	dense	dense	ADJ
fcis-7702	118	18	.	.	PUNCT
fcis-7702	119	1	the	the	DET
fcis-7702	119	2	rest	rest	NOUN
fcis-7702	119	3	are	be	AUX
fcis-7702	119	4	self	self	NOUN
fcis-7702	119	5	-	-	PUNCT
fcis-7702	119	6	made	make	VERB
fcis-7702	119	7	video	video	NOUN
fcis-7702	119	8	datasets	dataset	NOUN
fcis-7702	119	9	,	,	PUNCT
fcis-7702	119	10	which	which	PRON
fcis-7702	119	11	are	be	AUX
fcis-7702	119	12	videos	video	NOUN
fcis-7702	119	13	of	of	ADP
fcis-7702	119	14	pedestrians	pedestrian	NOUN
fcis-7702	119	15	walking	walk	VERB
fcis-7702	119	16	in	in	ADP
fcis-7702	119	17	different	different	ADJ
fcis-7702	119	18	scenes	scene	NOUN
fcis-7702	119	19	.	.	PUNCT
fcis-7702	120	1	in	in	ADP
fcis-7702	120	2	videos	video	NOUN
fcis-7702	120	3	2	2	NUM
fcis-7702	120	4	and	and	CCONJ
fcis-7702	120	5	4	4	NUM
fcis-7702	120	6	,	,	PUNCT
fcis-7702	120	7	there	there	PRON
fcis-7702	120	8	are	be	VERB
fcis-7702	120	9	fewer	few	ADJ
fcis-7702	120	10	and	and	CCONJ
fcis-7702	120	11	smaller	small	ADJ
fcis-7702	120	12	foreground	foreground	NOUN
fcis-7702	120	13	targets	target	NOUN
fcis-7702	120	14	,	,	PUNCT
fcis-7702	120	15	while	while	SCONJ
fcis-7702	120	16	in	in	ADP
fcis-7702	120	17	videos	video	NOUN
fcis-7702	120	18	3	3	NUM
fcis-7702	120	19	and	and	CCONJ
fcis-7702	120	20	5	5	NUM
fcis-7702	120	21	,	,	PUNCT
fcis-7702	120	22	there	there	PRON
fcis-7702	120	23	are	be	VERB
fcis-7702	120	24	slightly	slightly	ADV
fcis-7702	120	25	more	more	ADJ
fcis-7702	120	26	and	and	CCONJ
fcis-7702	120	27	larger	large	ADJ
fcis-7702	120	28	foreground	foreground	NOUN
fcis-7702	120	29	targets	target	NOUN
fcis-7702	120	30	.	.	PUNCT
fcis-7702	121	1	the	the	DET
fcis-7702	121	2	following	follow	VERB
fcis-7702	121	3	figure	figure	NOUN
fcis-7702	121	4	shows	show	VERB
fcis-7702	121	5	the	the	DET
fcis-7702	121	6	original	original	ADJ
fcis-7702	121	7	screenshot	screenshot	NOUN
fcis-7702	121	8	,	,	PUNCT
fcis-7702	121	9	background	background	NOUN
fcis-7702	121	10	modeling	modeling	NOUN
fcis-7702	121	11	,	,	PUNCT
fcis-7702	121	12	and	and	CCONJ
fcis-7702	121	13	detection	detection	NOUN
fcis-7702	121	14	tracking	track	VERB
fcis-7702	121	15	information	information	NOUN
fcis-7702	121	16	.	.	PUNCT
fcis-7702	122	1	the	the	DET
fcis-7702	122	2	figure	figure	NOUN
fcis-7702	122	3	shows	show	VERB
fcis-7702	122	4	a	a	DET
fcis-7702	122	5	condensed	condense	VERB
fcis-7702	122	6	video	video	NOUN
fcis-7702	122	7	of	of	ADP
fcis-7702	122	8	three	three	NUM
fcis-7702	122	9	methods	method	NOUN
fcis-7702	122	10	from	from	ADP
fcis-7702	122	11	video	video	NOUN
fcis-7702	122	12	one	one	NUM
fcis-7702	122	13	to	to	PART
fcis-7702	122	14	video	video	VERB
fcis-7702	122	15	five	five	NUM
fcis-7702	122	16	.	.	PUNCT
fcis-7702	123	1	in	in	ADP
fcis-7702	123	2	order	order	NOUN
fcis-7702	123	3	to	to	PART
fcis-7702	123	4	quantitatively	quantitatively	ADV
fcis-7702	123	5	evaluate	evaluate	VERB
fcis-7702	123	6	the	the	DET
fcis-7702	123	7	concentration	concentration	NOUN
fcis-7702	123	8	effect	effect	NOUN
fcis-7702	123	9	more	more	ADV
fcis-7702	123	10	objectively	objectively	ADV
fcis-7702	123	11	and	and	CCONJ
fcis-7702	123	12	accurately	accurately	ADV
fcis-7702	123	13	,	,	PUNCT
fcis-7702	123	14	this	this	DET
fcis-7702	123	15	article	article	NOUN
fcis-7702	123	16	uses	use	VERB
fcis-7702	123	17	the	the	DET
fcis-7702	123	18	following	follow	VERB
fcis-7702	123	19	three	three	NUM
fcis-7702	123	20	concentration	concentration	NOUN
fcis-7702	123	21	performance	performance	NOUN
fcis-7702	123	22	indicators	indicator	NOUN
fcis-7702	123	23	:	:	PUNCT
fcis-7702	123	24	(	(	PUNCT
fcis-7702	123	25	1	1	X
fcis-7702	123	26	)	)	PUNCT
fcis-7702	123	27	compactness	compactness	NOUN
fcis-7702	123	28	rate	rate	NOUN
fcis-7702	123	29	(	(	PUNCT
fcis-7702	123	30	space	space	NOUN
fcis-7702	123	31	utilization	utilization	NOUN
fcis-7702	123	32	rate	rate	NOUN
fcis-7702	123	33	)	)	PUNCT
fcis-7702	123	34	cr	cr	NOUN
fcis-7702	124	1	[	[	X
fcis-7702	124	2	9	9	NUM
fcis-7702	124	3	]	]	PUNCT
fcis-7702	124	4	is	be	AUX
fcis-7702	124	5	expressed	express	VERB
fcis-7702	124	6	as	as	ADP
fcis-7702	124	7	the	the	DET
fcis-7702	124	8	ratio	ratio	NOUN
fcis-7702	124	9	of	of	ADP
fcis-7702	124	10	all	all	DET
fcis-7702	124	11	target	target	NOUN
fcis-7702	124	12	pixel	pixel	ADJ
fcis-7702	124	13	regions	region	NOUN
fcis-7702	124	14	in	in	ADP
fcis-7702	124	15	each	each	DET
fcis-7702	124	16	frame	frame	NOUN
fcis-7702	124	17	of	of	ADP
fcis-7702	124	18	the	the	DET
fcis-7702	124	19	concentrated	concentrate	VERB
fcis-7702	124	20	video	video	NOUN
fcis-7702	124	21	to	to	ADP
fcis-7702	124	22	all	all	DET
fcis-7702	124	23	pixel	pixel	ADJ
fcis-7702	124	24	regions	region	NOUN
fcis-7702	124	25	in	in	ADP
fcis-7702	124	26	each	each	DET
fcis-7702	124	27	frame	frame	NOUN
fcis-7702	124	28	of	of	ADP
fcis-7702	124	29	the	the	DET
fcis-7702	124	30	concentrated	concentrated	ADJ
fcis-7702	124	31	video	video	NOUN
fcis-7702	124	32	.	.	PUNCT
fcis-7702	125	1	(	(	PUNCT
fcis-7702	125	2	2	2	X
fcis-7702	125	3	)	)	PUNCT
fcis-7702	125	4	cor	cor	NOUN
fcis-7702	125	5	(	(	PUNCT
fcis-7702	125	6	compact	compact	ADJ
fcis-7702	125	7	ratio	ratio	NOUN
fcis-7702	125	8	)	)	PUNCT
fcis-7702	125	9	is	be	AUX
fcis-7702	125	10	an	an	DET
fcis-7702	125	11	important	important	ADJ
fcis-7702	125	12	parameter	parameter	NOUN
fcis-7702	125	13	that	that	PRON
fcis-7702	125	14	reflects	reflect	VERB
fcis-7702	125	15	the	the	DET
fcis-7702	125	16	degree	degree	NOUN
fcis-7702	125	17	of	of	ADP
fcis-7702	125	18	video	video	NOUN
fcis-7702	125	19	compression	compression	NOUN
fcis-7702	125	20	,	,	PUNCT
fcis-7702	125	21	which	which	PRON
fcis-7702	125	22	is	be	AUX
fcis-7702	125	23	the	the	DET
fcis-7702	125	24	ratio	ratio	NOUN
fcis-7702	125	25	of	of	ADP
fcis-7702	125	26	the	the	DET
fcis-7702	125	27	number	number	NOUN
fcis-7702	125	28	of	of	ADP
fcis-7702	125	29	frames	frame	NOUN
fcis-7702	125	30	in	in	ADP
fcis-7702	125	31	the	the	DET
fcis-7702	125	32	original	original	ADJ
fcis-7702	125	33	video	video	NOUN
fcis-7702	125	34	to	to	ADP
fcis-7702	125	35	the	the	DET
fcis-7702	125	36	number	number	NOUN
fcis-7702	125	37	of	of	ADP
fcis-7702	125	38	frames	frame	NOUN
fcis-7702	125	39	in	in	ADP
fcis-7702	125	40	the	the	DET
fcis-7702	125	41	condensed	condense	VERB
fcis-7702	125	42	video	video	NOUN
fcis-7702	125	43	.	.	PUNCT
fcis-7702	126	1	when	when	SCONJ
fcis-7702	126	2	the	the	DET
fcis-7702	126	3	concentration	concentration	NOUN
fcis-7702	126	4	ratio	ratio	NOUN
fcis-7702	126	5	is	be	AUX
fcis-7702	126	6	high	high	ADJ
fcis-7702	126	7	,	,	PUNCT
fcis-7702	126	8	it	it	PRON
fcis-7702	126	9	can	can	AUX
fcis-7702	126	10	effectively	effectively	ADV
fcis-7702	126	11	improve	improve	VERB
fcis-7702	126	12	the	the	DET
fcis-7702	126	13	compression	compression	NOUN
fcis-7702	126	14	effect	effect	NOUN
fcis-7702	126	15	,	,	PUNCT
fcis-7702	126	16	thereby	thereby	ADV
fcis-7702	126	17	maximizing	maximize	VERB
fcis-7702	126	18	the	the	DET
fcis-7702	126	19	utilization	utilization	NOUN
fcis-7702	126	20	of	of	ADP
fcis-7702	126	21	space	space	NOUN
fcis-7702	126	22	and	and	CCONJ
fcis-7702	126	23	time	time	NOUN
fcis-7702	126	24	.	.	PUNCT
fcis-7702	127	1	(	(	PUNCT
fcis-7702	127	2	3	3	X
fcis-7702	127	3	)	)	PUNCT
fcis-7702	127	4	the	the	DET
fcis-7702	127	5	degree	degree	NOUN
fcis-7702	127	6	of	of	ADP
fcis-7702	127	7	"	"	PUNCT
fcis-7702	127	8	pseudo	pseudo	NOUN
fcis-7702	127	9	collision	collision	NOUN
fcis-7702	127	10	"	"	PUNCT
fcis-7702	127	11	shows	show	VERB
fcis-7702	127	12	that	that	SCONJ
fcis-7702	127	13	due	due	ADP
fcis-7702	127	14	to	to	ADP
fcis-7702	127	15	the	the	DET
fcis-7702	127	16	rearrangement	rearrangement	NOUN
fcis-7702	127	17	of	of	ADP
fcis-7702	127	18	target	target	NOUN
fcis-7702	127	19	trajectories	trajectory	NOUN
fcis-7702	127	20	,	,	PUNCT
fcis-7702	127	21	targets	target	NOUN
fcis-7702	127	22	that	that	PRON
fcis-7702	127	23	could	could	AUX
fcis-7702	127	24	not	not	PART
fcis-7702	127	25	have	have	AUX
fcis-7702	127	26	collided	collide	VERB
fcis-7702	127	27	were	be	AUX
fcis-7702	127	28	condensed	condense	VERB
fcis-7702	127	29	into	into	ADP
fcis-7702	127	30	the	the	DET
fcis-7702	127	31	video	video	NOUN
fcis-7702	127	32	,	,	PUNCT
fcis-7702	127	33	resulting	result	VERB
fcis-7702	127	34	in	in	ADP
fcis-7702	127	35	a	a	DET
fcis-7702	127	36	false	false	ADJ
fcis-7702	127	37	correlation	correlation	NOUN
fcis-7702	127	38	level	level	NOUN
fcis-7702	127	39	(	(	PUNCT
fcis-7702	127	40	fcl	fcl	PROPN
fcis-7702	127	41	)	)	PUNCT
fcis-7702	128	1	[	[	X
fcis-7702	128	2	10	10	NUM
fcis-7702	128	3	]	]	PUNCT
fcis-7702	128	4	.	.	PUNCT
fcis-7702	129	1	the	the	DET
fcis-7702	129	2	degree	degree	NOUN
fcis-7702	129	3	of	of	ADP
fcis-7702	129	4	'	'	PUNCT
fcis-7702	129	5	pseudo	pseudo	NOUN
fcis-7702	129	6	collision	collision	NOUN
fcis-7702	129	7	'	'	PUNCT
fcis-7702	129	8	is	be	AUX
fcis-7702	129	9	even	even	ADV
fcis-7702	129	10	more	more	ADV
fcis-7702	129	11	pronounced	pronounce	VERB
fcis-7702	129	12	,	,	PUNCT
fcis-7702	129	13	as	as	SCONJ
fcis-7702	129	14	it	it	PRON
fcis-7702	129	15	can	can	AUX
fcis-7702	129	16	be	be	AUX
fcis-7702	129	17	used	use	VERB
fcis-7702	129	18	to	to	PART
fcis-7702	129	19	measure	measure	VERB
fcis-7702	129	20	the	the	DET
fcis-7702	129	21	mutual	mutual	ADJ
fcis-7702	129	22	influence	influence	NOUN
fcis-7702	129	23	between	between	ADP
fcis-7702	129	24	two	two	NUM
fcis-7702	129	25	objects	object	NOUN
fcis-7702	129	26	151	151	NUM
fcis-7702	129	27	and	and	CCONJ
fcis-7702	129	28	their	their	PRON
fcis-7702	129	29	correlation	correlation	NOUN
fcis-7702	129	30	.	.	PUNCT
fcis-7702	130	1			X
fcis-7702	130	2			PUNCT
fcis-7702	131	1	=	=	PUNCT
fcis-7702	131	2	=	=	PUNCT
fcis-7702	132	1	+	+	PUNCT
fcis-7702	132	2	=	=	SYM
fcis-7702	132	3	=	=	VERB
fcis-7702	132	4	m	m	VERB
fcis-7702	132	5	i	i	INTJ
fcis-7702	132	6	b	b	NOUN
fcis-7702	132	7	m	m	VERB
fcis-7702	132	8	i	i	PRON
fcis-7702	132	9	m	m	VERB
fcis-7702	132	10	ij	ij	INTJ
fcis-7702	132	11	ji	ji	NOUN
fcis-7702	132	12	tyx	tyx	NOUN
fcis-7702	132	13	nbbtsc	nbbtsc	ADJ
fcis-7702	133	1	n	n	CCONJ
fcis-7702	133	2	i	i	NOUN
fcis-7702	133	3	1	1	NUM
fcis-7702	133	4	1	1	NUM
fcis-7702	133	5	1	1	NUM
fcis-7702	133	6	)	)	PUNCT
fcis-7702	133	7	,	,	PUNCT
fcis-7702	133	8	,	,	PUNCT
fcis-7702	133	9	(	(	PUNCT
fcis-7702	133	10	)	)	PUNCT
fcis-7702	133	11	,	,	PUNCT
fcis-7702	133	12	,	,	PUNCT
fcis-7702	133	13	(	(	PUNCT
fcis-7702	133	14	)	)	PUNCT
fcis-7702	133	15	(	(	PUNCT
fcis-7702	133	16	fcl	fcl	PROPN
fcis-7702	133	17			NOUN
fcis-7702	133	18	(	(	PUNCT
fcis-7702	133	19	5	5	NUM
fcis-7702	133	20	)	)	PUNCT
fcis-7702	133	21			NOUN
fcis-7702	133	22			NUM
fcis-7702	133	23			ADP
fcis-7702	133	24	+−+−	+−+−	PROPN
fcis-7702	133	25	=	=	PUNCT
fcis-7702	133	26	•	•	NUM
fcis-7702	133	27	else0	else0	NOUN
fcis-7702	133	28	ˆˆ))ˆ,,()ˆ	ˆˆ))ˆ,,()ˆ	NOUN
fcis-7702	133	29	,	,	PUNCT
fcis-7702	133	30	,	,	PUNCT
fcis-7702	133	31	(	(	PUNCT
fcis-7702	133	32	(	(	PUNCT
fcis-7702	133	33	)	)	PUNCT
fcis-7702	133	34	,	,	PUNCT
fcis-7702	133	35	,	,	PUNCT
fcis-7702	133	36	(	(	PUNCT
fcis-7702	133	37	tsc	tsc	PROPN
fcis-7702	133	38	ib	ib	NOUN
fcis-7702	134	1	ij	ij	NOUN
fcis-7702	134	2	s	s	PROPN
fcis-7702	135	1	i	i	NOUN
fcis-7702	135	2	s	s	VERB
fcis-7702	135	3	ib	ib	NOUN
fcis-7702	135	4	s	s	PROPN
fcis-7702	136	1	i	i	PRON
fcis-7702	136	2	s	s	VERB
fcis-7702	136	3	i	i	PRON
fcis-7702	136	4	ji	ji	PROPN
fcis-7702	136	5	ttnttnyxttnyx	ttnttnyxttnyx	PROPN
fcis-7702	136	6	nbb	nbb	PROPN
fcis-7702	136	7	j	j	PROPN
fcis-7702	136	8			X
fcis-7702	136	9	(	(	PUNCT
fcis-7702	136	10	6	6	NUM
fcis-7702	136	11	)	)	PUNCT
fcis-7702	136	12	)	)	PUNCT
fcis-7702	136	13	,	,	PUNCT
fcis-7702	136	14	,	,	PUNCT
fcis-7702	136	15	(	(	PUNCT
fcis-7702	136	16	nbbtsc	nbbtsc	PROPN
fcis-7702	136	17	ji	ji	PROPN
fcis-7702	136	18	is	be	AUX
fcis-7702	136	19	the	the	DET
fcis-7702	136	20	size	size	NOUN
fcis-7702	136	21	of	of	ADP
fcis-7702	136	22	the	the	DET
fcis-7702	136	23	occluded	occluded	ADJ
fcis-7702	136	24	area	area	NOUN
fcis-7702	136	25	between	between	ADP
fcis-7702	136	26	two	two	NUM
fcis-7702	136	27	targets	target	NOUN
fcis-7702	136	28	and	and	CCONJ
fcis-7702	136	29	the	the	DET
fcis-7702	136	30	nth	nth	NOUN
fcis-7702	136	31	frame	frame	NOUN
fcis-7702	136	32	in	in	ADP
fcis-7702	136	33	the	the	DET
fcis-7702	136	34	condensed	condense	VERB
fcis-7702	136	35	video	video	NOUN
fcis-7702	136	36	,	,	PUNCT
fcis-7702	136	37	m	m	VERB
fcis-7702	136	38	is	be	AUX
fcis-7702	136	39	the	the	DET
fcis-7702	136	40	total	total	ADJ
fcis-7702	136	41	number	number	NOUN
fcis-7702	136	42	of	of	ADP
fcis-7702	136	43	frames	frame	NOUN
fcis-7702	136	44	,	,	PUNCT
fcis-7702	136	45	and	and	CCONJ
fcis-7702	136	46	the	the	DET
fcis-7702	136	47	denominator	denominator	NOUN
fcis-7702	136	48	of	of	ADP
fcis-7702	136	49	the	the	DET
fcis-7702	136	50	formula	formula	NOUN
fcis-7702	136	51	is	be	AUX
fcis-7702	136	52	the	the	DET
fcis-7702	136	53	sum	sum	NOUN
fcis-7702	136	54	of	of	ADP
fcis-7702	136	55	all	all	DET
fcis-7702	136	56	foreground	foreground	NOUN
fcis-7702	136	57	target	target	NOUN
fcis-7702	136	58	pixels	pixel	NOUN
fcis-7702	136	59	in	in	ADP
fcis-7702	136	60	the	the	DET
fcis-7702	136	61	i	i	PROPN
fcis-7702	136	62	-	-	PUNCT
fcis-7702	136	63	th	th	VERB
fcis-7702	136	64	frame	frame	NOUN
fcis-7702	136	65	.	.	PUNCT
fcis-7702	137	1	when	when	SCONJ
fcis-7702	137	2	the	the	DET
fcis-7702	137	3	collision	collision	NOUN
fcis-7702	137	4	area	area	NOUN
fcis-7702	137	5	is	be	AUX
fcis-7702	137	6	larger	large	ADJ
fcis-7702	137	7	or	or	CCONJ
fcis-7702	137	8	the	the	DET
fcis-7702	137	9	target	target	NOUN
fcis-7702	137	10	area	area	NOUN
fcis-7702	137	11	in	in	ADP
fcis-7702	137	12	the	the	DET
fcis-7702	137	13	frame	frame	NOUN
fcis-7702	137	14	is	be	AUX
fcis-7702	137	15	smaller	small	ADJ
fcis-7702	137	16	,	,	PUNCT
fcis-7702	137	17	the	the	DET
fcis-7702	137	18	numerator	numerator	NOUN
fcis-7702	137	19	of	of	ADP
fcis-7702	137	20	the	the	DET
fcis-7702	137	21	above	above	ADJ
fcis-7702	137	22	formula	formula	NOUN
fcis-7702	137	23	is	be	AUX
fcis-7702	137	24	larger	large	ADJ
fcis-7702	137	25	,	,	PUNCT
fcis-7702	137	26	and	and	CCONJ
fcis-7702	137	27	vice	vice	ADV
fcis-7702	137	28	versa	versa	ADV
fcis-7702	137	29	.	.	PUNCT
fcis-7702	138	1	at	at	ADP
fcis-7702	138	2	the	the	DET
fcis-7702	138	3	same	same	ADJ
fcis-7702	138	4	time	time	NOUN
fcis-7702	138	5	,	,	PUNCT
fcis-7702	138	6	the	the	DET
fcis-7702	138	7	video	video	NOUN
fcis-7702	138	8	synopsis	synopsis	NOUN
fcis-7702	138	9	method	method	NOUN
fcis-7702	138	10	(	(	PUNCT
fcis-7702	138	11	dl)[9	dl)[9	PROPN
fcis-7702	138	12	]	]	X
fcis-7702	138	13	integrating	integrate	VERB
fcis-7702	138	14	deep	deep	ADJ
fcis-7702	138	15	learning	learning	NOUN
fcis-7702	138	16	target	target	NOUN
fcis-7702	138	17	recognition	recognition	NOUN
fcis-7702	138	18	and	and	CCONJ
fcis-7702	138	19	the	the	DET
fcis-7702	138	20	video	video	NOUN
fcis-7702	138	21	synopsis	synopsis	NOUN
fcis-7702	138	22	method	method	NOUN
fcis-7702	138	23	(	(	PUNCT
fcis-7702	138	24	tc	tc	NOUN
fcis-7702	138	25	)	)	PUNCT
fcis-7702	138	26	[	[	X
fcis-7702	138	27	12	12	NUM
fcis-7702	138	28	]	]	PUNCT
fcis-7702	138	29	based	base	VERB
fcis-7702	138	30	on	on	ADP
fcis-7702	138	31	fill	fill	NOUN
fcis-7702	138	32	density	density	NOUN
fcis-7702	138	33	and	and	CCONJ
fcis-7702	138	34	dynamic	dynamic	ADJ
fcis-7702	138	35	programming	programming	NOUN
fcis-7702	138	36	are	be	AUX
fcis-7702	138	37	given	give	VERB
fcis-7702	138	38	,	,	PUNCT
fcis-7702	138	39	and	and	CCONJ
fcis-7702	138	40	compared	compare	VERB
fcis-7702	138	41	with	with	ADP
fcis-7702	138	42	the	the	DET
fcis-7702	138	43	experimental	experimental	ADJ
fcis-7702	138	44	results	result	NOUN
fcis-7702	138	45	of	of	ADP
fcis-7702	138	46	the	the	DET
fcis-7702	138	47	concentration	concentration	NOUN
fcis-7702	138	48	method	method	NOUN
fcis-7702	138	49	(	(	PUNCT
fcis-7702	138	50	go	go	VERB
fcis-7702	138	51	)	)	PUNCT
fcis-7702	138	52	based	base	VERB
fcis-7702	138	53	on	on	ADP
fcis-7702	138	54	target	target	NOUN
fcis-7702	138	55	detection	detection	NOUN
fcis-7702	138	56	ghost	ghost	NOUN
fcis-7702	138	57	optimization	optimization	NOUN
fcis-7702	138	58	proposed	propose	VERB
fcis-7702	138	59	in	in	ADP
fcis-7702	138	60	this	this	DET
fcis-7702	138	61	paper	paper	NOUN
fcis-7702	138	62	.	.	PUNCT
fcis-7702	139	1	fig	fig	NOUN
fcis-7702	139	2	.	.	PUNCT
fcis-7702	140	1	5	5	NUM
fcis-7702	140	2	experimental	experimental	ADJ
fcis-7702	140	3	results	result	NOUN
fcis-7702	140	4	of	of	ADP
fcis-7702	140	5	this	this	DET
fcis-7702	140	6	method	method	NOUN
fcis-7702	140	7	fig	fig	NOUN
fcis-7702	140	8	.	.	PUNCT
fcis-7702	141	1	6	6	NUM
fcis-7702	141	2	experimental	experimental	ADJ
fcis-7702	141	3	results	result	NOUN
fcis-7702	141	4	of	of	ADP
fcis-7702	141	5	this	this	DET
fcis-7702	141	6	dl	dl	PROPN
fcis-7702	141	7	fig	fig	NOUN
fcis-7702	141	8	.	.	PUNCT
fcis-7702	142	1	7	7	NUM
fcis-7702	142	2	experimental	experimental	ADJ
fcis-7702	142	3	results	result	NOUN
fcis-7702	142	4	of	of	ADP
fcis-7702	142	5	this	this	DET
fcis-7702	142	6	tc	tc	NOUN
fcis-7702	142	7	table	table	NOUN
fcis-7702	142	8	2	2	NUM
fcis-7702	142	9	.	.	NUM
fcis-7702	142	10	five	five	NUM
fcis-7702	142	11	video	video	NOUN
fcis-7702	142	12	experiment	experiment	NOUN
fcis-7702	142	13	results	result	NOUN
fcis-7702	142	14	video	video	NOUN
fcis-7702	142	15	1	1	NUM
fcis-7702	142	16	cor	cor	X
fcis-7702	142	17	fcl	fcl	X
fcis-7702	142	18	cr	cr	PROPN
fcis-7702	142	19	original	original	ADJ
fcis-7702	142	20	frame	frame	NOUN
fcis-7702	142	21	count	count	NOUN
fcis-7702	142	22	number	number	NOUN
fcis-7702	142	23	of	of	ADP
fcis-7702	142	24	frames	frame	NOUN
fcis-7702	142	25	after	after	SCONJ
fcis-7702	142	26	synopsis	synopsis	NOUN
fcis-7702	142	27	go	go	VERB
fcis-7702	142	28	9.80	9.80	NUM
fcis-7702	142	29	0.13	0.13	NUM
fcis-7702	142	30	0.32	0.32	NUM
fcis-7702	142	31	8863	8863	NUM
fcis-7702	142	32	904	904	NUM
fcis-7702	142	33	dl	dl	PROPN
fcis-7702	142	34	11.98	11.98	NUM
fcis-7702	142	35	0.35	0.35	NUM
fcis-7702	142	36	0.27	0.27	NUM
fcis-7702	142	37	8863	8863	NUM
fcis-7702	142	38	740	740	NUM
fcis-7702	142	39	tc	tc	NUM
fcis-7702	142	40	15.30	15.30	NUM
fcis-7702	142	41	0.43	0.43	NUM
fcis-7702	142	42	0.21	0.21	NUM
fcis-7702	142	43	8863	8863	NUM
fcis-7702	142	44	579	579	NUM
fcis-7702	142	45	video	video	NOUN
fcis-7702	142	46	2	2	NUM
fcis-7702	142	47	go	go	VERB
fcis-7702	142	48	2.92	2.92	NUM
fcis-7702	142	49	0.01	0.01	NUM
fcis-7702	142	50	0.09	0.09	NUM
fcis-7702	142	51	1124	1124	NUM
fcis-7702	142	52	384	384	NUM
fcis-7702	142	53	dl	dl	PROPN
fcis-7702	142	54	2.99	2.99	NUM
fcis-7702	142	55	0.03	0.03	NUM
fcis-7702	142	56	0.08	0.08	NUM
fcis-7702	142	57	1124	1124	NUM
fcis-7702	142	58	375	375	NUM
fcis-7702	142	59	tc	tc	NUM
fcis-7702	142	60	3.25	3.25	NUM
fcis-7702	142	61	0.04	0.04	NUM
fcis-7702	142	62	0.06	0.06	NUM
fcis-7702	142	63	1124	1124	NUM
fcis-7702	142	64	346	346	NUM
fcis-7702	142	65	video	video	NOUN
fcis-7702	142	66	3	3	NUM
fcis-7702	142	67	go	go	VERB
fcis-7702	142	68	3.56	3.56	NUM
fcis-7702	142	69	0.01	0.01	NUM
fcis-7702	142	70	0.25	0.25	NUM
fcis-7702	142	71	1975	1975	NUM
fcis-7702	142	72	554	554	NUM
fcis-7702	142	73	dl	dl	PROPN
fcis-7702	142	74	4.26	4.26	NUM
fcis-7702	142	75	0.09	0.09	NUM
fcis-7702	142	76	0.20	0.20	NUM
fcis-7702	142	77	1975	1975	NUM
fcis-7702	142	78	463	463	NUM
fcis-7702	142	79	tc	tc	NUM
fcis-7702	142	80	4.89	4.89	NUM
fcis-7702	142	81	0.25	0.25	NUM
fcis-7702	142	82	0.09	0.09	NUM
fcis-7702	142	83	1975	1975	NUM
fcis-7702	142	84	403	403	NUM
fcis-7702	142	85	video	video	NOUN
fcis-7702	142	86	4	4	NUM
fcis-7702	142	87	go	go	VERB
fcis-7702	142	88	4.57	4.57	NUM
fcis-7702	142	89	0.01	0.01	NUM
fcis-7702	142	90	0.16	0.16	NUM
fcis-7702	142	91	1510	1510	NUM
fcis-7702	142	92	330	330	NUM
fcis-7702	142	93	dl	dl	PROPN
fcis-7702	142	94	4.66	4.66	NUM
fcis-7702	142	95	0.01	0.01	NUM
fcis-7702	142	96	0.17	0.17	NUM
fcis-7702	142	97	1510	1510	NUM
fcis-7702	142	98	325	325	NUM
fcis-7702	142	99	tc	tc	NUM
fcis-7702	142	100	5.07	5.07	NUM
fcis-7702	142	101	0.02	0.02	NUM
fcis-7702	142	102	0.14	0.14	NUM
fcis-7702	142	103	1510	1510	NUM
fcis-7702	142	104	298	298	NUM
fcis-7702	142	105	video	video	NOUN
fcis-7702	142	106	5	5	NUM
fcis-7702	142	107	go	go	VERB
fcis-7702	142	108	1.57	1.57	NUM
fcis-7702	142	109	0.05	0.05	NUM
fcis-7702	142	110	0.21	0.21	NUM
fcis-7702	142	111	755	755	NUM
fcis-7702	142	112	480	480	NUM
fcis-7702	142	113	dl	dl	PROPN
fcis-7702	142	114	2.11	2.11	NUM
fcis-7702	142	115	0.19	0.19	NUM
fcis-7702	142	116	0.11	0.11	NUM
fcis-7702	142	117	755	755	NUM
fcis-7702	142	118	358	358	NUM
fcis-7702	142	119	tc	tc	NUM
fcis-7702	142	120	2.40	2.40	NUM
fcis-7702	142	121	0.25	0.25	NUM
fcis-7702	142	122	0.09	0.09	NUM
fcis-7702	142	123	755	755	NUM
fcis-7702	142	124	315	315	NUM
fcis-7702	142	125	according	accord	VERB
fcis-7702	142	126	to	to	ADP
fcis-7702	142	127	the	the	DET
fcis-7702	142	128	calculation	calculation	NOUN
fcis-7702	142	129	and	and	CCONJ
fcis-7702	142	130	analysis	analysis	NOUN
fcis-7702	142	131	of	of	ADP
fcis-7702	142	132	video	video	NOUN
fcis-7702	142	133	2	2	NUM
fcis-7702	142	134	and	and	CCONJ
fcis-7702	142	135	table	table	NOUN
fcis-7702	142	136	video	video	NOUN
fcis-7702	142	137	4	4	NUM
fcis-7702	142	138	,	,	PUNCT
fcis-7702	142	139	there	there	PRON
fcis-7702	142	140	are	be	VERB
fcis-7702	142	141	fewer	few	ADJ
fcis-7702	142	142	collision	collision	NOUN
fcis-7702	142	143	rates	rate	NOUN
fcis-7702	142	144	in	in	ADP
fcis-7702	142	145	scenes	scene	NOUN
fcis-7702	142	146	with	with	ADP
fcis-7702	142	147	fewer	few	ADJ
fcis-7702	142	148	targets	target	NOUN
fcis-7702	142	149	.	.	PUNCT
fcis-7702	143	1	from	from	ADP
fcis-7702	143	2	video	video	NOUN
fcis-7702	143	3	1	1	NUM
fcis-7702	143	4	,	,	PUNCT
fcis-7702	143	5	video	video	NOUN
fcis-7702	143	6	3	3	NUM
fcis-7702	143	7	,	,	PUNCT
fcis-7702	143	8	and	and	CCONJ
fcis-7702	143	9	video	video	NOUN
fcis-7702	143	10	5	5	NUM
fcis-7702	143	11	,	,	PUNCT
fcis-7702	143	12	it	it	PRON
fcis-7702	143	13	can	can	AUX
fcis-7702	143	14	be	be	AUX
fcis-7702	143	15	concluded	conclude	VERB
fcis-7702	143	16	that	that	SCONJ
fcis-7702	143	17	when	when	SCONJ
fcis-7702	143	18	the	the	DET
fcis-7702	143	19	scene	scene	NOUN
fcis-7702	143	20	is	be	AUX
fcis-7702	143	21	denser	dense	ADJ
fcis-7702	143	22	than	than	ADP
fcis-7702	143	23	the	the	DET
fcis-7702	143	24	target	target	NOUN
fcis-7702	143	25	and	and	CCONJ
fcis-7702	143	26	the	the	DET
fcis-7702	143	27	target	target	NOUN
fcis-7702	143	28	is	be	AUX
fcis-7702	143	29	larger	large	ADJ
fcis-7702	143	30	,	,	PUNCT
fcis-7702	143	31	the	the	DET
fcis-7702	143	32	compared	compare	VERB
fcis-7702	143	33	method	method	NOUN
fcis-7702	143	34	has	have	VERB
fcis-7702	143	35	more	more	ADJ
fcis-7702	143	36	collisions	collision	NOUN
fcis-7702	143	37	,	,	PUNCT
fcis-7702	143	38	resulting	result	VERB
fcis-7702	143	39	in	in	ADP
fcis-7702	143	40	a	a	DET
fcis-7702	143	41	higher	high	ADJ
fcis-7702	143	42	compactness	compactness	NOUN
fcis-7702	143	43	rate	rate	NOUN
fcis-7702	143	44	,	,	PUNCT
fcis-7702	143	45	which	which	PRON
fcis-7702	143	46	is	be	AUX
fcis-7702	143	47	not	not	PART
fcis-7702	143	48	as	as	ADV
fcis-7702	143	49	effective	effective	ADJ
fcis-7702	143	50	as	as	ADP
fcis-7702	143	51	the	the	DET
fcis-7702	143	52	method	method	NOUN
fcis-7702	143	53	in	in	ADP
fcis-7702	143	54	this	this	DET
fcis-7702	143	55	article	article	NOUN
fcis-7702	143	56	.	.	PUNCT
fcis-7702	144	1	the	the	DET
fcis-7702	144	2	collision	collision	NOUN
fcis-7702	144	3	rate	rate	NOUN
fcis-7702	144	4	of	of	ADP
fcis-7702	144	5	our	our	PRON
fcis-7702	144	6	method	method	NOUN
fcis-7702	144	7	is	be	AUX
fcis-7702	144	8	lower	low	ADJ
fcis-7702	144	9	.	.	PUNCT
fcis-7702	145	1	from	from	ADP
fcis-7702	145	2	the	the	DET
fcis-7702	145	3	results	result	NOUN
fcis-7702	145	4	,	,	PUNCT
fcis-7702	145	5	it	it	PRON
fcis-7702	145	6	can	can	AUX
fcis-7702	145	7	be	be	AUX
fcis-7702	145	8	concluded	conclude	VERB
fcis-7702	145	9	that	that	SCONJ
fcis-7702	145	10	152	152	NUM
fcis-7702	145	11	although	although	SCONJ
fcis-7702	145	12	the	the	DET
fcis-7702	145	13	concentration	concentration	NOUN
fcis-7702	145	14	ratio	ratio	NOUN
fcis-7702	145	15	is	be	AUX
fcis-7702	145	16	not	not	PART
fcis-7702	145	17	optimal	optimal	ADJ
fcis-7702	145	18	,	,	PUNCT
fcis-7702	145	19	it	it	PRON
fcis-7702	145	20	is	be	AUX
fcis-7702	145	21	more	more	ADV
fcis-7702	145	22	uniform	uniform	ADJ
fcis-7702	145	23	in	in	ADP
fcis-7702	145	24	time	time	NOUN
fcis-7702	145	25	without	without	ADP
fcis-7702	145	26	losing	lose	VERB
fcis-7702	145	27	some	some	DET
fcis-7702	145	28	video	video	NOUN
fcis-7702	145	29	concentration	concentration	NOUN
fcis-7702	145	30	time	time	NOUN
fcis-7702	145	31	,	,	PUNCT
fcis-7702	145	32	greatly	greatly	ADV
fcis-7702	145	33	reducing	reduce	VERB
fcis-7702	145	34	the	the	DET
fcis-7702	145	35	collision	collision	NOUN
fcis-7702	145	36	rate	rate	NOUN
fcis-7702	145	37	between	between	ADP
fcis-7702	145	38	moving	move	VERB
fcis-7702	145	39	targets	target	NOUN
fcis-7702	145	40	,	,	PUNCT
fcis-7702	145	41	effectively	effectively	ADV
fcis-7702	145	42	reducing	reduce	VERB
fcis-7702	145	43	the	the	DET
fcis-7702	145	44	phenomenon	phenomenon	NOUN
fcis-7702	145	45	of	of	ADP
fcis-7702	145	46	"	"	PUNCT
fcis-7702	145	47	pseudo	pseudo	NOUN
fcis-7702	145	48	collision	collision	NOUN
fcis-7702	145	49	"	"	PUNCT
fcis-7702	145	50	,	,	PUNCT
fcis-7702	145	51	making	make	VERB
fcis-7702	145	52	every	every	DET
fcis-7702	145	53	effort	effort	NOUN
fcis-7702	145	54	to	to	PART
fcis-7702	145	55	ensure	ensure	VERB
fcis-7702	145	56	that	that	SCONJ
fcis-7702	145	57	the	the	DET
fcis-7702	145	58	targets	target	NOUN
fcis-7702	145	59	do	do	AUX
fcis-7702	145	60	not	not	PART
fcis-7702	145	61	overlap	overlap	VERB
fcis-7702	145	62	and	and	CCONJ
fcis-7702	145	63	have	have	VERB
fcis-7702	145	64	better	well	ADJ
fcis-7702	145	65	visual	visual	ADJ
fcis-7702	145	66	effects	effect	NOUN
fcis-7702	145	67	,	,	PUNCT
fcis-7702	145	68	which	which	PRON
fcis-7702	145	69	is	be	AUX
fcis-7702	145	70	more	more	ADV
fcis-7702	145	71	applicable	applicable	ADJ
fcis-7702	145	72	to	to	ADP
fcis-7702	145	73	a	a	DET
fcis-7702	145	74	wide	wide	ADJ
fcis-7702	145	75	range	range	NOUN
fcis-7702	145	76	of	of	ADP
fcis-7702	145	77	scenes	scene	NOUN
fcis-7702	145	78	than	than	ADP
fcis-7702	145	79	other	other	ADJ
fcis-7702	145	80	methods	method	NOUN
fcis-7702	145	81	.	.	PUNCT
fcis-7702	146	1	acknowledgements	acknowledgement	NOUN
fcis-7702	146	2	at	at	ADP
fcis-7702	146	3	this	this	DET
fcis-7702	146	4	point	point	NOUN
fcis-7702	146	5	in	in	ADP
fcis-7702	146	6	writing	writing	NOUN
fcis-7702	146	7	,	,	PUNCT
fcis-7702	146	8	there	there	PRON
fcis-7702	146	9	are	be	VERB
fcis-7702	146	10	countless	countless	ADJ
fcis-7702	146	11	emotions	emotion	NOUN
fcis-7702	146	12	.	.	PUNCT
fcis-7702	147	1	with	with	ADP
fcis-7702	147	2	the	the	DET
fcis-7702	147	3	passage	passage	NOUN
fcis-7702	147	4	of	of	ADP
fcis-7702	147	5	time	time	NOUN
fcis-7702	147	6	,	,	PUNCT
fcis-7702	147	7	the	the	DET
fcis-7702	147	8	two	two	NUM
fcis-7702	147	9	and	and	CCONJ
fcis-7702	147	10	a	a	DET
fcis-7702	147	11	half	half	NOUN
fcis-7702	147	12	years	year	NOUN
fcis-7702	147	13	of	of	ADP
fcis-7702	147	14	graduate	graduate	NOUN
fcis-7702	147	15	studies	study	NOUN
fcis-7702	147	16	are	be	AUX
fcis-7702	147	17	coming	come	VERB
fcis-7702	147	18	to	to	ADP
fcis-7702	147	19	an	an	DET
fcis-7702	147	20	end	end	NOUN
fcis-7702	147	21	.	.	PUNCT
fcis-7702	148	1	in	in	ADP
fcis-7702	148	2	these	these	DET
fcis-7702	148	3	three	three	NUM
fcis-7702	148	4	years	year	NOUN
fcis-7702	148	5	of	of	ADP
fcis-7702	148	6	study	study	NOUN
fcis-7702	148	7	and	and	CCONJ
fcis-7702	148	8	life	life	NOUN
fcis-7702	148	9	,	,	PUNCT
fcis-7702	148	10	guangdong	guangdong	PROPN
fcis-7702	148	11	university	university	PROPN
fcis-7702	148	12	of	of	ADP
fcis-7702	148	13	technology	technology	NOUN
fcis-7702	148	14	has	have	AUX
fcis-7702	148	15	given	give	VERB
fcis-7702	148	16	me	i	PRON
fcis-7702	148	17	too	too	ADV
fcis-7702	148	18	many	many	ADJ
fcis-7702	148	19	beautiful	beautiful	ADJ
fcis-7702	148	20	memories	memory	NOUN
fcis-7702	148	21	and	and	CCONJ
fcis-7702	148	22	gained	gain	VERB
fcis-7702	148	23	many	many	ADJ
fcis-7702	148	24	sincere	sincere	ADJ
fcis-7702	148	25	friendships	friendship	NOUN
fcis-7702	148	26	.	.	PUNCT
fcis-7702	149	1	the	the	DET
fcis-7702	149	2	motto	motto	NOUN
fcis-7702	149	3	of	of	ADP
fcis-7702	149	4	the	the	DET
fcis-7702	149	5	school	school	NOUN
fcis-7702	149	6	,	,	PUNCT
fcis-7702	149	7	"	"	PUNCT
fcis-7702	149	8	morality	morality	NOUN
fcis-7702	149	9	,	,	PUNCT
fcis-7702	149	10	ambition	ambition	NOUN
fcis-7702	149	11	,	,	PUNCT
fcis-7702	149	12	good	good	ADJ
fcis-7702	149	13	learning	learning	NOUN
fcis-7702	149	14	and	and	CCONJ
fcis-7702	149	15	good	good	ADJ
fcis-7702	149	16	deeds	deed	NOUN
fcis-7702	149	17	"	"	PUNCT
fcis-7702	149	18	,	,	PUNCT
fcis-7702	149	19	will	will	AUX
fcis-7702	149	20	become	become	VERB
fcis-7702	149	21	the	the	DET
fcis-7702	149	22	guiding	guide	VERB
fcis-7702	149	23	light	light	NOUN
fcis-7702	149	24	of	of	ADP
fcis-7702	149	25	my	my	PRON
fcis-7702	149	26	future	future	ADJ
fcis-7702	149	27	life	life	NOUN
fcis-7702	149	28	.	.	PUNCT
fcis-7702	150	1	looking	look	VERB
fcis-7702	150	2	back	back	ADV
fcis-7702	150	3	,	,	PUNCT
fcis-7702	150	4	all	all	DET
fcis-7702	150	5	the	the	DET
fcis-7702	150	6	stories	story	NOUN
fcis-7702	150	7	from	from	ADP
fcis-7702	150	8	those	those	PRON
fcis-7702	150	9	who	who	PRON
fcis-7702	150	10	first	first	ADV
fcis-7702	150	11	entered	enter	VERB
fcis-7702	150	12	the	the	DET
fcis-7702	150	13	laboratory	laboratory	NOUN
fcis-7702	150	14	to	to	PART
fcis-7702	150	15	now	now	ADV
fcis-7702	150	16	are	be	AUX
fcis-7702	150	17	vivid	vivid	ADJ
fcis-7702	150	18	,	,	PUNCT
fcis-7702	150	19	with	with	ADP
fcis-7702	150	20	too	too	ADV
fcis-7702	150	21	much	much	ADJ
fcis-7702	150	22	reluctance	reluctance	NOUN
fcis-7702	150	23	and	and	CCONJ
fcis-7702	150	24	unforgettable	unforgettable	ADJ
fcis-7702	150	25	lingering	linger	VERB
fcis-7702	150	26	in	in	ADP
fcis-7702	150	27	my	my	PRON
fcis-7702	150	28	heart	heart	NOUN
fcis-7702	150	29	.	.	PUNCT
fcis-7702	151	1	as	as	SCONJ
fcis-7702	151	2	i	i	PRON
fcis-7702	151	3	am	be	AUX
fcis-7702	151	4	about	about	ADJ
fcis-7702	151	5	to	to	PART
fcis-7702	151	6	enter	enter	VERB
fcis-7702	151	7	society	society	NOUN
fcis-7702	151	8	,	,	PUNCT
fcis-7702	151	9	i	i	PRON
fcis-7702	151	10	am	be	AUX
fcis-7702	151	11	filled	fill	VERB
fcis-7702	151	12	with	with	ADP
fcis-7702	151	13	emotions	emotion	NOUN
fcis-7702	151	14	and	and	CCONJ
fcis-7702	151	15	grateful	grateful	ADJ
fcis-7702	151	16	to	to	ADP
fcis-7702	151	17	the	the	DET
fcis-7702	151	18	teachers	teacher	NOUN
fcis-7702	151	19	,	,	PUNCT
fcis-7702	151	20	classmates	classmate	NOUN
fcis-7702	151	21	,	,	PUNCT
fcis-7702	151	22	and	and	CCONJ
fcis-7702	151	23	family	family	NOUN
fcis-7702	151	24	who	who	PRON
fcis-7702	151	25	have	have	AUX
fcis-7702	151	26	accompanied	accompany	VERB
fcis-7702	151	27	me	i	PRON
fcis-7702	151	28	all	all	DET
fcis-7702	151	29	the	the	DET
fcis-7702	151	30	way	way	NOUN
fcis-7702	151	31	.	.	PUNCT
fcis-7702	152	1	the	the	DET
fcis-7702	152	2	national	national	PROPN
fcis-7702	152	3	natural	natural	PROPN
fcis-7702	152	4	science	science	PROPN
fcis-7702	152	5	foundation	foundation	PROPN
fcis-7702	152	6	of	of	ADP
fcis-7702	152	7	china	china	PROPN
fcis-7702	152	8	(	(	PUNCT
fcis-7702	152	9	11574058	11574058	NUM
fcis-7702	152	10	)	)	PUNCT
fcis-7702	152	11	.	.	PUNCT
fcis-7702	153	1	references	reference	NOUN
fcis-7702	153	2	[	[	X
fcis-7702	153	3	1	1	NUM
fcis-7702	153	4	]	]	PUNCT
fcis-7702	153	5	jian	jian	PROPN
fcis-7702	153	6	rong	rong	PROPN
fcis-7702	153	7	cao	cao	PROPN
fcis-7702	153	8	,	,	PUNCT
fcis-7702	153	9	yang	yang	PROPN
fcis-7702	153	10	xu	xu	PROPN
fcis-7702	153	11	,	,	PUNCT
fcis-7702	153	12	cai	cai	PROPN
fcis-7702	153	13	yun	yun	PROPN
fcis-7702	153	14	liu	liu	PROPN
fcis-7702	153	15	.	.	PUNCT
fcis-7702	154	1	algorithm	algorithm	PROPN
fcis-7702	154	2	of	of	ADP
fcis-7702	154	3	surveillance	surveillance	NOUN
fcis-7702	154	4	video	video	NOUN
fcis-7702	154	5	synopsis	synopsis	NOUN
fcis-7702	154	6	based	base	VERB
fcis-7702	154	7	on	on	ADP
fcis-7702	154	8	objects[j	objects[j	NOUN
fcis-7702	154	9	]	]	PUNCT
fcis-7702	154	10	.	.	PUNCT
fcis-7702	155	1	applied	apply	VERB
fcis-7702	155	2	mechanics	mechanic	NOUN
fcis-7702	155	3	and	and	CCONJ
fcis-7702	155	4	materials,2013,2388(321	materials,2013,2388(321	NOUN
fcis-7702	155	5	-	-	NOUN
fcis-7702	155	6	324	324	NUM
fcis-7702	155	7	)	)	PUNCT
fcis-7702	155	8	.	.	PUNCT
fcis-7702	156	1	[	[	X
fcis-7702	156	2	2	2	X
fcis-7702	156	3	]	]	PUNCT
fcis-7702	156	4	michael	michael	PROPN
fcis-7702	156	5	g.	g.	PROPN
fcis-7702	156	6	christel	christel	PROPN
fcis-7702	156	7	,	,	PUNCT
fcis-7702	156	8	michael	michael	PROPN
fcis-7702	156	9	a.	a.	PROPN
fcis-7702	156	10	smith	smith	PROPN
fcis-7702	156	11	,	,	PUNCT
fcis-7702	156	12	c.	c.	PROPN
fcis-7702	156	13	roy	roy	PROPN
fcis-7702	156	14	taylor	taylor	PROPN
fcis-7702	156	15	,	,	PUNCT
fcis-7702	156	16	david	david	PROPN
fcis-7702	156	17	b.	b.	PROPN
fcis-7702	156	18	winkler	winkler	PROPN
fcis-7702	156	19	.	.	PUNCT
fcis-7702	157	1	evolving	evolve	VERB
fcis-7702	157	2	video	video	NOUN
fcis-7702	157	3	skims	skim	NOUN
fcis-7702	157	4	into	into	ADP
fcis-7702	157	5	useful	useful	ADJ
fcis-7702	157	6	multimedia	multimedia	NOUN
fcis-7702	157	7	abstractions[p	abstractions[p	NOUN
fcis-7702	157	8	]	]	PUNCT
fcis-7702	157	9	.	.	PUNCT
fcis-7702	158	1	human	human	ADJ
fcis-7702	158	2	factors	factor	NOUN
fcis-7702	158	3	in	in	ADP
fcis-7702	158	4	computing	compute	VERB
fcis-7702	158	5	systems,1998	systems,1998	NOUN
fcis-7702	158	6	.	.	PUNCT
fcis-7702	159	1	[	[	X
fcis-7702	159	2	3	3	X
fcis-7702	159	3	]	]	X
fcis-7702	159	4	huang	huang	PROPN
fcis-7702	159	5	x	x	PROPN
fcis-7702	159	6	,	,	PUNCT
fcis-7702	159	7	zhou	zhou	PROPN
fcis-7702	159	8	j	j	PROPN
fcis-7702	159	9	,	,	PUNCT
fcis-7702	159	10	liu	liu	PROPN
fcis-7702	159	11	b.	b.	PROPN
fcis-7702	159	12	moving	move	VERB
fcis-7702	159	13	targets	target	NOUN
fcis-7702	159	14	detection	detection	NOUN
fcis-7702	159	15	approach	approach	NOUN
fcis-7702	159	16	based	base	VERB
fcis-7702	159	17	on	on	ADP
fcis-7702	159	18	adaptive	adaptive	ADJ
fcis-7702	159	19	mixture	mixture	NOUN
fcis-7702	159	20	gaussian	gaussian	NOUN
fcis-7702	159	21	background	background	NOUN
fcis-7702	159	22	node[j].journal	node[j].journal	ADJ
fcis-7702	159	23	of	of	ADP
fcis-7702	159	24	computer	computer	NOUN
fcis-7702	159	25	applications,2010,30(1):128	applications,2010,30(1):128	PROPN
fcis-7702	159	26	-	-	PUNCT
fcis-7702	159	27	131	131	NUM
fcis-7702	159	28	.	.	PUNCT
fcis-7702	160	1	[	[	X
fcis-7702	160	2	4	4	X
fcis-7702	160	3	]	]	X
fcis-7702	160	4	joseph	joseph	PROPN
fcis-7702	160	5	redmon	redmon	PROPN
fcis-7702	160	6	,	,	PUNCT
fcis-7702	160	7	santosh	santosh	PROPN
fcis-7702	160	8	kumar	kumar	PROPN
fcis-7702	160	9	divvala	divvala	PROPN
fcis-7702	160	10	,	,	PUNCT
fcis-7702	160	11	ross	ross	PROPN
fcis-7702	160	12	b.	b.	PROPN
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fcis-7702	160	16	farhadi	farhadi	PROPN
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fcis-7702	161	1	you	you	PRON
fcis-7702	161	2	only	only	ADV
fcis-7702	161	3	look	look	VERB
fcis-7702	161	4	once	once	ADV
fcis-7702	161	5	:	:	PUNCT
fcis-7702	161	6	unified	unified	ADJ
fcis-7702	161	7	,	,	PUNCT
fcis-7702	161	8	real	real	ADJ
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fcis-7702	169	14	.	.	PUNCT
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fcis-7702	172	4	.	.	PUNCT
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fcis-7702	174	6	,	,	PUNCT
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fcis-7702	177	5	.	.	PUNCT
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fcis-7702	179	2	on	on	ADP
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