id	sid	tid	token	lemma	pos
sc-3211	1	1	this	this	PRON
sc-3211	1	2	is	be	AUX
sc-3211	1	3	a	a	DET
sc-3211	1	4	title	title	NOUN
sc-3211	1	5	eai	eai	NOUN
sc-3211	1	6	endorsed	endorse	VERB
sc-3211	1	7	transactions	transaction	NOUN
sc-3211	1	8	on	on	ADP
sc-3211	1	9	smart	smart	ADJ
sc-3211	1	10	cities	city	NOUN
sc-3211	1	11	research	research	NOUN
sc-3211	1	12	article	article	NOUN
sc-3211	1	13	1	1	NUM
sc-3211	1	14	vehicle	vehicle	NOUN
sc-3211	1	15	counting	counting	NOUN
sc-3211	1	16	application	application	NOUN
sc-3211	1	17	utilizing	utilize	VERB
sc-3211	1	18	background	background	NOUN
sc-3211	1	19	subtraction	subtraction	NOUN
sc-3211	1	20	method	method	NOUN
sc-3211	1	21	with	with	ADP
sc-3211	1	22	large	large	ADJ
sc-3211	1	23	-	-	PUNCT
sc-3211	1	24	scale	scale	NOUN
sc-3211	1	25	camera	camera	NOUN
sc-3211	1	26	data	datum	NOUN
sc-3211	1	27	mien	mien	VERB
sc-3211	1	28	phuoc	phuoc	NOUN
sc-3211	1	29	doan1	doan1	ADJ
sc-3211	1	30	,	,	PUNCT
sc-3211	1	31	*	*	PUNCT
sc-3211	1	32	,	,	PUNCT
sc-3211	1	33	vu	vu	X
sc-3211	1	34	the	the	DET
sc-3211	1	35	tran2	tran2	NOUN
sc-3211	2	1	and	and	CCONJ
sc-3211	2	2	sy	sy	PROPN
sc-3211	2	3	ngo	ngo	PROPN
sc-3211	2	4	van3	van3	PROPN
sc-3211	2	5	1tra	1tra	PROPN
sc-3211	2	6	vinh	vinh	PROPN
sc-3211	2	7	university	university	PROPN
sc-3211	2	8	.	.	PUNCT
sc-3211	3	1	126	126	NUM
sc-3211	3	2	nguyen	nguyen	PROPN
sc-3211	3	3	thien	thien	PROPN
sc-3211	3	4	thanh	thanh	PROPN
sc-3211	3	5	street	street	PROPN
sc-3211	3	6	,	,	PUNCT
sc-3211	3	7	ward	ward	VERB
sc-3211	3	8	5	5	NUM
sc-3211	3	9	,	,	PUNCT
sc-3211	3	10	tra	tra	PROPN
sc-3211	3	11	vinh	vinh	PROPN
sc-3211	3	12	city	city	PROPN
sc-3211	3	13	,	,	PUNCT
sc-3211	3	14	87000	87000	NUM
sc-3211	3	15	,	,	PUNCT
sc-3211	3	16	vietnam	vietnam	PROPN
sc-3211	3	17	2institute	2institute	NUM
sc-3211	3	18	for	for	ADP
sc-3211	3	19	research	research	NOUN
sc-3211	3	20	and	and	CCONJ
sc-3211	3	21	executive	executive	ADJ
sc-3211	3	22	education	education	NOUN
sc-3211	3	23	,	,	PUNCT
sc-3211	3	24	the	the	DET
sc-3211	3	25	university	university	PROPN
sc-3211	3	26	of	of	ADP
sc-3211	3	27	danang	danang	PROPN
sc-3211	3	28	.	.	PUNCT
sc-3211	4	1	158a	158a	PROPN
sc-3211	4	2	le	le	PROPN
sc-3211	4	3	loi	loi	PROPN
sc-3211	4	4	street	street	PROPN
sc-3211	4	5	,	,	PUNCT
sc-3211	4	6	hai	hai	PROPN
sc-3211	4	7	chau	chau	PROPN
sc-3211	4	8	district	district	PROPN
sc-3211	4	9	,	,	PUNCT
sc-3211	4	10	da	da	PROPN
sc-3211	4	11	nang	nang	PROPN
sc-3211	4	12	city	city	PROPN
sc-3211	4	13	,	,	PUNCT
sc-3211	4	14	50000	50000	NUM
sc-3211	4	15	,	,	PUNCT
sc-3211	4	16	vietnam	vietnam	PROPN
sc-3211	4	17	3vietnam	3vietnam	NUM
sc-3211	4	18	research	research	NOUN
sc-3211	4	19	institute	institute	NOUN
sc-3211	4	20	of	of	ADP
sc-3211	4	21	electronics	electronic	NOUN
sc-3211	4	22	,	,	PUNCT
sc-3211	4	23	informatics	informatic	NOUN
sc-3211	4	24	and	and	CCONJ
sc-3211	4	25	automation	automation	NOUN
sc-3211	4	26	,	,	PUNCT
sc-3211	4	27	da	da	PROPN
sc-3211	4	28	nang	nang	PROPN
sc-3211	4	29	city	city	PROPN
sc-3211	4	30	,	,	PUNCT
sc-3211	4	31	50000	50000	NUM
sc-3211	4	32	,	,	PUNCT
sc-3211	4	33	vietnam	vietnam	PROPN
sc-3211	4	34	abstract	abstract	NOUN
sc-3211	4	35	in	in	ADP
sc-3211	4	36	modern	modern	ADJ
sc-3211	4	37	society	society	NOUN
sc-3211	4	38	,	,	PUNCT
sc-3211	4	39	people	people	NOUN
sc-3211	4	40	are	be	AUX
sc-3211	4	41	increasingly	increasingly	ADV
sc-3211	4	42	using	use	VERB
sc-3211	4	43	cameras	camera	NOUN
sc-3211	4	44	at	at	ADP
sc-3211	4	45	home	home	NOUN
sc-3211	4	46	,	,	PUNCT
sc-3211	4	47	in	in	ADP
sc-3211	4	48	shops	shop	NOUN
sc-3211	4	49	,	,	PUNCT
sc-3211	4	50	and	and	CCONJ
sc-3211	4	51	on	on	ADP
sc-3211	4	52	the	the	DET
sc-3211	4	53	streets	street	NOUN
sc-3211	4	54	.	.	PUNCT
sc-3211	5	1	traffic	traffic	NOUN
sc-3211	5	2	systems	system	NOUN
sc-3211	5	3	have	have	AUX
sc-3211	5	4	also	also	ADV
sc-3211	5	5	invested	invest	VERB
sc-3211	5	6	in	in	ADP
sc-3211	5	7	building	build	VERB
sc-3211	5	8	more	more	ADJ
sc-3211	5	9	surveillance	surveillance	NOUN
sc-3211	5	10	camera	camera	NOUN
sc-3211	5	11	systems	system	NOUN
sc-3211	5	12	.	.	PUNCT
sc-3211	6	1	the	the	DET
sc-3211	6	2	data	datum	NOUN
sc-3211	6	3	collected	collect	VERB
sc-3211	6	4	by	by	ADP
sc-3211	6	5	cameras	camera	NOUN
sc-3211	6	6	contains	contain	VERB
sc-3211	6	7	valuable	valuable	ADJ
sc-3211	6	8	information	information	NOUN
sc-3211	6	9	for	for	ADP
sc-3211	6	10	traffic	traffic	NOUN
sc-3211	6	11	regulation	regulation	NOUN
sc-3211	6	12	and	and	CCONJ
sc-3211	6	13	recording	record	VERB
sc-3211	6	14	traffic	traffic	NOUN
sc-3211	6	15	violations	violation	NOUN
sc-3211	6	16	.	.	PUNCT
sc-3211	7	1	the	the	DET
sc-3211	7	2	challenge	challenge	NOUN
sc-3211	7	3	is	be	AUX
sc-3211	7	4	how	how	SCONJ
sc-3211	7	5	to	to	PART
sc-3211	7	6	effectively	effectively	ADV
sc-3211	7	7	use	use	VERB
sc-3211	7	8	this	this	DET
sc-3211	7	9	data	data	NOUN
sc-3211	7	10	.	.	PUNCT
sc-3211	8	1	in	in	ADP
sc-3211	8	2	this	this	DET
sc-3211	8	3	article	article	NOUN
sc-3211	8	4	,	,	PUNCT
sc-3211	8	5	we	we	PRON
sc-3211	8	6	will	will	AUX
sc-3211	8	7	discuss	discuss	VERB
sc-3211	8	8	the	the	DET
sc-3211	8	9	use	use	NOUN
sc-3211	8	10	of	of	ADP
sc-3211	8	11	real	real	ADJ
sc-3211	8	12	-	-	PUNCT
sc-3211	8	13	time	time	NOUN
sc-3211	8	14	data	datum	NOUN
sc-3211	8	15	from	from	ADP
sc-3211	8	16	surveillance	surveillance	NOUN
sc-3211	8	17	cameras	camera	NOUN
sc-3211	8	18	on	on	ADP
sc-3211	8	19	some	some	DET
sc-3211	8	20	roads	road	NOUN
sc-3211	8	21	in	in	ADP
sc-3211	8	22	da	da	PROPN
sc-3211	8	23	nang	nang	PROPN
sc-3211	8	24	city	city	PROPN
sc-3211	8	25	for	for	ADP
sc-3211	8	26	vehicle	vehicle	NOUN
sc-3211	8	27	counting	counting	NOUN
sc-3211	8	28	using	use	VERB
sc-3211	8	29	background	background	NOUN
sc-3211	8	30	subtraction	subtraction	NOUN
sc-3211	8	31	methods	method	NOUN
sc-3211	8	32	.	.	PUNCT
sc-3211	9	1	additionally	additionally	ADV
sc-3211	9	2	,	,	PUNCT
sc-3211	9	3	we	we	PRON
sc-3211	9	4	also	also	ADV
sc-3211	9	5	tested	test	VERB
sc-3211	9	6	the	the	DET
sc-3211	9	7	detection	detection	NOUN
sc-3211	9	8	of	of	ADP
sc-3211	9	9	red	red	ADJ
sc-3211	9	10	-	-	PUNCT
sc-3211	9	11	light	light	NOUN
sc-3211	9	12	violations	violation	NOUN
sc-3211	9	13	to	to	PART
sc-3211	9	14	contribute	contribute	VERB
sc-3211	9	15	to	to	ADP
sc-3211	9	16	the	the	DET
sc-3211	9	17	development	development	NOUN
sc-3211	9	18	of	of	ADP
sc-3211	9	19	a	a	DET
sc-3211	9	20	smart	smart	ADJ
sc-3211	9	21	traffic	traffic	NOUN
sc-3211	9	22	system	system	NOUN
sc-3211	9	23	.	.	PUNCT
sc-3211	10	1	so	so	ADV
sc-3211	10	2	,	,	PUNCT
sc-3211	10	3	the	the	DET
sc-3211	10	4	use	use	NOUN
sc-3211	10	5	of	of	ADP
sc-3211	10	6	background	background	NOUN
sc-3211	10	7	subtraction	subtraction	NOUN
sc-3211	10	8	in	in	ADP
sc-3211	10	9	analysing	analyse	VERB
sc-3211	10	10	real	real	ADJ
sc-3211	10	11	-	-	PUNCT
sc-3211	10	12	time	time	NOUN
sc-3211	10	13	data	datum	NOUN
sc-3211	10	14	from	from	ADP
sc-3211	10	15	surveillance	surveillance	NOUN
sc-3211	10	16	cameras	camera	NOUN
sc-3211	10	17	can	can	AUX
sc-3211	10	18	greatly	greatly	ADV
sc-3211	10	19	improve	improve	VERB
sc-3211	10	20	traffic	traffic	NOUN
sc-3211	10	21	management	management	NOUN
sc-3211	10	22	.	.	PUNCT
sc-3211	11	1	keywords	keyword	NOUN
sc-3211	11	2	:	:	PUNCT
sc-3211	11	3	large	large	ADJ
sc-3211	11	4	-	-	PUNCT
sc-3211	11	5	scale	scale	NOUN
sc-3211	11	6	camera	camera	NOUN
sc-3211	11	7	,	,	PUNCT
sc-3211	11	8	background	background	NOUN
sc-3211	11	9	subtraction	subtraction	NOUN
sc-3211	11	10	,	,	PUNCT
sc-3211	11	11	da	da	PROPN
sc-3211	11	12	nang	nang	PROPN
sc-3211	11	13	city	city	PROPN
sc-3211	11	14	received	receive	VERB
sc-3211	11	15	on	on	ADP
sc-3211	11	16	05	05	NUM
sc-3211	11	17	april	april	PROPN
sc-3211	11	18	2023	2023	NUM
sc-3211	11	19	,	,	PUNCT
sc-3211	11	20	accepted	accept	VERB
sc-3211	11	21	on	on	ADP
sc-3211	11	22	09	09	NUM
sc-3211	11	23	march	march	NOUN
sc-3211	11	24	2024	2024	NUM
sc-3211	11	25	,	,	PUNCT
sc-3211	11	26	published	publish	VERB
sc-3211	11	27	on	on	ADP
sc-3211	11	28	17	17	NUM
sc-3211	11	29	april	april	PROPN
sc-3211	11	30	2024	2024	NUM
sc-3211	11	31	copyright	copyright	NOUN
sc-3211	11	32	©	©	PROPN
sc-3211	11	33	2024	2024	NUM
sc-3211	11	34	m.	m.	NOUN
sc-3211	11	35	p.	p.	NOUN
sc-3211	11	36	doan	doan	INTJ
sc-3211	11	37	et	et	PROPN
sc-3211	11	38	al	al	PROPN
sc-3211	11	39	.	.	PROPN
sc-3211	11	40	,	,	PUNCT
sc-3211	11	41	licensed	license	VERB
sc-3211	11	42	to	to	ADP
sc-3211	11	43	eai	eai	PROPN
sc-3211	11	44	.	.	PUNCT
sc-3211	12	1	this	this	PRON
sc-3211	12	2	is	be	AUX
sc-3211	12	3	an	an	DET
sc-3211	12	4	open	open	ADJ
sc-3211	12	5	access	access	NOUN
sc-3211	12	6	article	article	NOUN
sc-3211	12	7	distributed	distribute	VERB
sc-3211	12	8	under	under	ADP
sc-3211	12	9	the	the	DET
sc-3211	12	10	terms	term	NOUN
sc-3211	12	11	of	of	ADP
sc-3211	12	12	the	the	DET
sc-3211	12	13	creative	creative	ADJ
sc-3211	12	14	commons	common	NOUN
sc-3211	12	15	attribution	attribution	NOUN
sc-3211	12	16	licence	licence	NOUN
sc-3211	12	17	(	(	PUNCT
sc-3211	12	18	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
sc-3211	12	19	)	)	PUNCT
sc-3211	12	20	,	,	PUNCT
sc-3211	12	21	which	which	PRON
sc-3211	12	22	permits	permit	VERB
sc-3211	12	23	unlimited	unlimited	ADJ
sc-3211	12	24	use	use	NOUN
sc-3211	12	25	,	,	PUNCT
sc-3211	12	26	distribution	distribution	NOUN
sc-3211	12	27	and	and	CCONJ
sc-3211	12	28	reproduction	reproduction	NOUN
sc-3211	12	29	in	in	ADP
sc-3211	12	30	any	any	DET
sc-3211	12	31	medium	medium	NOUN
sc-3211	12	32	so	so	ADV
sc-3211	12	33	long	long	ADV
sc-3211	12	34	as	as	SCONJ
sc-3211	12	35	the	the	DET
sc-3211	12	36	original	original	ADJ
sc-3211	12	37	work	work	NOUN
sc-3211	12	38	is	be	AUX
sc-3211	12	39	properly	properly	ADV
sc-3211	12	40	cited	cite	VERB
sc-3211	12	41	.	.	PUNCT
sc-3211	13	1	doi	doi	NOUN
sc-3211	13	2	:	:	PUNCT
sc-3211	13	3	10.4108	10.4108	NUM
sc-3211	13	4	/	/	SYM
sc-3211	13	5	eetsc.3211	eetsc.3211	PROPN
sc-3211	13	6	1	1	NUM
sc-3211	13	7	.	.	PUNCT
sc-3211	14	1	introduction	introduction	NOUN
sc-3211	14	2	traffic	traffic	NOUN
sc-3211	14	3	is	be	AUX
sc-3211	14	4	always	always	ADV
sc-3211	14	5	the	the	DET
sc-3211	14	6	most	most	ADV
sc-3211	14	7	frequently	frequently	ADV
sc-3211	14	8	mentioned	mention	VERB
sc-3211	14	9	issue	issue	NOUN
sc-3211	14	10	in	in	ADP
sc-3211	14	11	modern	modern	ADJ
sc-3211	14	12	society	society	NOUN
sc-3211	14	13	.	.	PUNCT
sc-3211	15	1	safety	safety	NOUN
sc-3211	15	2	in	in	ADP
sc-3211	15	3	traffic	traffic	NOUN
sc-3211	15	4	is	be	AUX
sc-3211	15	5	always	always	ADV
sc-3211	15	6	a	a	DET
sc-3211	15	7	major	major	ADJ
sc-3211	15	8	challenge	challenge	NOUN
sc-3211	15	9	,	,	PUNCT
sc-3211	15	10	which	which	PRON
sc-3211	15	11	causes	cause	VERB
sc-3211	15	12	headaches	headache	NOUN
sc-3211	15	13	for	for	ADP
sc-3211	15	14	many	many	ADJ
sc-3211	15	15	managers	manager	NOUN
sc-3211	15	16	.	.	PUNCT
sc-3211	16	1	in	in	ADP
sc-3211	16	2	developed	develop	VERB
sc-3211	16	3	countries	country	NOUN
sc-3211	16	4	,	,	PUNCT
sc-3211	16	5	public	public	ADJ
sc-3211	16	6	transportation	transportation	NOUN
sc-3211	16	7	such	such	ADJ
sc-3211	16	8	as	as	ADP
sc-3211	16	9	buses	bus	NOUN
sc-3211	16	10	and	and	CCONJ
sc-3211	16	11	subways	subway	NOUN
sc-3211	16	12	are	be	AUX
sc-3211	16	13	the	the	DET
sc-3211	16	14	main	main	ADJ
sc-3211	16	15	means	mean	NOUN
sc-3211	16	16	of	of	ADP
sc-3211	16	17	transportation	transportation	NOUN
sc-3211	16	18	.	.	PUNCT
sc-3211	17	1	the	the	DET
sc-3211	17	2	use	use	NOUN
sc-3211	17	3	of	of	ADP
sc-3211	17	4	cars	car	NOUN
sc-3211	17	5	is	be	AUX
sc-3211	17	6	also	also	ADV
sc-3211	17	7	very	very	ADV
sc-3211	17	8	common	common	ADJ
sc-3211	17	9	.	.	PUNCT
sc-3211	18	1	in	in	ADP
sc-3211	18	2	addition	addition	NOUN
sc-3211	18	3	,	,	PUNCT
sc-3211	18	4	the	the	DET
sc-3211	18	5	infrastructure	infrastructure	NOUN
sc-3211	18	6	is	be	AUX
sc-3211	18	7	developed	develop	VERB
sc-3211	18	8	,	,	PUNCT
sc-3211	18	9	and	and	CCONJ
sc-3211	18	10	people	people	NOUN
sc-3211	18	11	’s	’s	PART
sc-3211	18	12	awareness	awareness	NOUN
sc-3211	18	13	of	of	ADP
sc-3211	18	14	traffic	traffic	NOUN
sc-3211	18	15	rules	rule	NOUN
sc-3211	18	16	is	be	AUX
sc-3211	18	17	high	high	ADJ
sc-3211	18	18	.	.	PUNCT
sc-3211	19	1	unlike	unlike	ADP
sc-3211	19	2	the	the	DET
sc-3211	19	3	traffic	traffic	NOUN
sc-3211	19	4	situation	situation	NOUN
sc-3211	19	5	in	in	ADP
sc-3211	19	6	vietnam	vietnam	PROPN
sc-3211	19	7	,	,	PUNCT
sc-3211	19	8	where	where	SCONJ
sc-3211	19	9	there	there	PRON
sc-3211	19	10	are	be	VERB
sc-3211	19	11	many	many	ADJ
sc-3211	19	12	types	type	NOUN
sc-3211	19	13	of	of	ADP
sc-3211	19	14	vehicles	vehicle	NOUN
sc-3211	19	15	on	on	ADP
sc-3211	19	16	the	the	DET
sc-3211	19	17	road	road	NOUN
sc-3211	19	18	and	and	CCONJ
sc-3211	19	19	the	the	DET
sc-3211	19	20	awareness	awareness	NOUN
sc-3211	19	21	of	of	ADP
sc-3211	19	22	participants	participant	NOUN
sc-3211	19	23	is	be	AUX
sc-3211	19	24	not	not	PART
sc-3211	19	25	always	always	ADV
sc-3211	19	26	good	good	ADJ
sc-3211	19	27	.	.	PUNCT
sc-3211	20	1	for	for	ADP
sc-3211	20	2	example	example	NOUN
sc-3211	20	3	,	,	PUNCT
sc-3211	20	4	some	some	DET
sc-3211	20	5	drivers	driver	NOUN
sc-3211	20	6	stop	stop	VERB
sc-3211	20	7	their	their	PRON
sc-3211	20	8	vehicles	vehicle	NOUN
sc-3211	20	9	on	on	ADP
sc-3211	20	10	the	the	DET
sc-3211	20	11	highway	highway	NOUN
sc-3211	20	12	to	to	PART
sc-3211	20	13	eat	eat	VERB
sc-3211	20	14	or	or	CCONJ
sc-3211	20	15	even	even	ADV
sc-3211	20	16	reverse	reverse	VERB
sc-3211	20	17	on	on	ADP
sc-3211	20	18	the	the	DET
sc-3211	20	19	highway	highway	NOUN
sc-3211	20	20	.	.	PUNCT
sc-3211	21	1	traffic	traffic	NOUN
sc-3211	21	2	violations	violation	NOUN
sc-3211	21	3	such	such	ADJ
sc-3211	21	4	as	as	ADP
sc-3211	21	5	running	run	VERB
sc-3211	21	6	red	red	ADJ
sc-3211	21	7	lights	light	NOUN
sc-3211	21	8	,	,	PUNCT
sc-3211	21	9	driving	drive	VERB
sc-3211	21	10	in	in	ADP
sc-3211	21	11	the	the	DET
sc-3211	21	12	wrong	wrong	ADJ
sc-3211	21	13	direction	direction	NOUN
sc-3211	21	14	,	,	PUNCT
sc-3211	21	15	and	and	CCONJ
sc-3211	21	16	lane	lane	NOUN
sc-3211	21	17	encroachment	encroachment	NOUN
sc-3211	21	18	are	be	AUX
sc-3211	21	19	common	common	ADJ
sc-3211	21	20	.	.	PUNCT
sc-3211	22	1	therefore	therefore	ADV
sc-3211	22	2	,	,	PUNCT
sc-3211	22	3	the	the	DET
sc-3211	22	4	unpredictability	unpredictability	NOUN
sc-3211	22	5	of	of	ADP
sc-3211	22	6	traffic	traffic	NOUN
sc-3211	22	7	in	in	ADP
sc-3211	22	8	vietnam	vietnam	PROPN
sc-3211	22	9	in	in	ADP
sc-3211	22	10	general	general	ADJ
sc-3211	22	11	and	and	CCONJ
sc-3211	22	12	danang	danang	PROPN
sc-3211	22	13	,	,	PUNCT
sc-3211	22	14	in	in	ADP
sc-3211	22	15	particular	particular	ADJ
sc-3211	22	16	,	,	PUNCT
sc-3211	22	17	is	be	AUX
sc-3211	22	18	quite	quite	ADV
sc-3211	22	19	high	high	ADJ
sc-3211	22	20	.	.	PUNCT
sc-3211	23	1	currently	currently	ADV
sc-3211	23	2	,	,	PUNCT
sc-3211	23	3	*	*	PUNCT
sc-3211	23	4	corresponding	correspond	VERB
sc-3211	23	5	author	author	NOUN
sc-3211	23	6	.	.	PUNCT
sc-3211	24	1	email:phuocmien@tvu.edu.vn	email:phuocmien@tvu.edu.vn	NOUN
sc-3211	24	2	there	there	PRON
sc-3211	24	3	is	be	VERB
sc-3211	24	4	no	no	DET
sc-3211	24	5	system	system	NOUN
sc-3211	24	6	deployed	deploy	VERB
sc-3211	24	7	in	in	ADP
sc-3211	24	8	danang	danang	PROPN
sc-3211	24	9	to	to	PART
sc-3211	24	10	automatically	automatically	ADV
sc-3211	24	11	detect	detect	VERB
sc-3211	24	12	behaviors	behavior	NOUN
sc-3211	24	13	such	such	ADJ
sc-3211	24	14	as	as	ADP
sc-3211	24	15	lane	lane	NOUN
sc-3211	24	16	encroachment	encroachment	NOUN
sc-3211	24	17	and	and	CCONJ
sc-3211	24	18	running	run	VERB
sc-3211	24	19	red	red	ADJ
sc-3211	24	20	lights	light	NOUN
sc-3211	24	21	.	.	PUNCT
sc-3211	25	1	after	after	ADP
sc-3211	25	2	a	a	DET
sc-3211	25	3	trial	trial	NOUN
sc-3211	25	4	period	period	NOUN
sc-3211	25	5	,	,	PUNCT
sc-3211	25	6	in	in	ADP
sc-3211	25	7	august	august	PROPN
sc-3211	25	8	2016	2016	NUM
sc-3211	25	9	,	,	PUNCT
sc-3211	25	10	a	a	DET
sc-3211	25	11	high	high	ADJ
sc-3211	25	12	-	-	PUNCT
sc-3211	25	13	quality	quality	NOUN
sc-3211	25	14	camera	camera	NOUN
sc-3211	25	15	system	system	NOUN
sc-3211	25	16	at	at	ADP
sc-3211	25	17	key	key	ADJ
sc-3211	25	18	locations	location	NOUN
sc-3211	25	19	such	such	ADJ
sc-3211	25	20	as	as	ADP
sc-3211	25	21	hue	hue	NOUN
sc-3211	25	22	intersection	intersection	NOUN
sc-3211	25	23	,	,	PUNCT
sc-3211	25	24	han	han	PROPN
sc-3211	25	25	river	river	PROPN
sc-3211	25	26	bridge	bridge	PROPN
sc-3211	25	27	,	,	PUNCT
sc-3211	25	28	dragon	dragon	NOUN
sc-3211	25	29	bridge	bridge	PROPN
sc-3211	25	30	,	,	PUNCT
sc-3211	25	31	cham	cham	PROPN
sc-3211	25	32	museum	museum	PROPN
sc-3211	25	33	,	,	PUNCT
sc-3211	25	34	pham	pham	PROPN
sc-3211	25	35	van	van	PROPN
sc-3211	25	36	dong	dong	PROPN
sc-3211	25	37	beach	beach	PROPN
sc-3211	25	38	,	,	PUNCT
sc-3211	25	39	nguyen	nguyen	PROPN
sc-3211	25	40	hue	hue	NOUN
sc-3211	25	41	gate	gate	NOUN
sc-3211	25	42	(	(	PUNCT
sc-3211	25	43	quang	quang	PROPN
sc-3211	25	44	trung	trung	PROPN
sc-3211	25	45	street	street	PROPN
sc-3211	25	46	)	)	PUNCT
sc-3211	25	47	,	,	PUNCT
sc-3211	25	48	etc	etc	X
sc-3211	25	49	.	.	X
sc-3211	25	50	,	,	PUNCT
sc-3211	25	51	officially	officially	ADV
sc-3211	25	52	became	become	VERB
sc-3211	25	53	operational	operational	ADJ
sc-3211	25	54	.	.	PUNCT
sc-3211	26	1	currently	currently	ADV
sc-3211	26	2	,	,	PUNCT
sc-3211	26	3	there	there	PRON
sc-3211	26	4	is	be	VERB
sc-3211	26	5	no	no	DET
sc-3211	26	6	system	system	NOUN
sc-3211	26	7	that	that	PRON
sc-3211	26	8	utilizes	utilize	VERB
sc-3211	26	9	data	datum	NOUN
sc-3211	26	10	from	from	ADP
sc-3211	26	11	these	these	DET
sc-3211	26	12	surveillance	surveillance	NOUN
sc-3211	26	13	cameras	camera	NOUN
sc-3211	26	14	.	.	PUNCT
sc-3211	27	1	with	with	ADP
sc-3211	27	2	the	the	DET
sc-3211	27	3	advancement	advancement	NOUN
sc-3211	27	4	of	of	ADP
sc-3211	27	5	information	information	NOUN
sc-3211	27	6	technology	technology	NOUN
sc-3211	27	7	,	,	PUNCT
sc-3211	27	8	reading	read	VERB
sc-3211	27	9	and	and	CCONJ
sc-3211	27	10	retrieving	retrieve	VERB
sc-3211	27	11	massive	massive	ADJ
sc-3211	27	12	amounts	amount	NOUN
sc-3211	27	13	of	of	ADP
sc-3211	27	14	data	datum	NOUN
sc-3211	27	15	or	or	CCONJ
sc-3211	27	16	using	use	VERB
sc-3211	27	17	the	the	DET
sc-3211	27	18	outputs	output	NOUN
sc-3211	27	19	of	of	ADP
sc-3211	27	20	various	various	ADJ
sc-3211	27	21	applications	application	NOUN
sc-3211	27	22	on	on	ADP
sc-3211	27	23	different	different	ADJ
sc-3211	27	24	technology	technology	NOUN
sc-3211	27	25	platforms	platform	NOUN
sc-3211	27	26	is	be	AUX
sc-3211	27	27	being	be	AUX
sc-3211	27	28	paid	pay	VERB
sc-3211	27	29	attention	attention	NOUN
sc-3211	27	30	to	to	ADP
sc-3211	27	31	.	.	PUNCT
sc-3211	28	1	however	however	ADV
sc-3211	28	2	,	,	PUNCT
sc-3211	28	3	in	in	ADP
sc-3211	28	4	the	the	DET
sc-3211	28	5	field	field	NOUN
sc-3211	28	6	of	of	ADP
sc-3211	28	7	traffic	traffic	NOUN
sc-3211	28	8	,	,	PUNCT
sc-3211	28	9	this	this	PRON
sc-3211	28	10	is	be	AUX
sc-3211	28	11	still	still	ADV
sc-3211	28	12	a	a	DET
sc-3211	28	13	relatively	relatively	ADV
sc-3211	28	14	new	new	ADJ
sc-3211	28	15	issue	issue	NOUN
sc-3211	28	16	.	.	PUNCT
sc-3211	29	1	currently	currently	ADV
sc-3211	29	2	,	,	PUNCT
sc-3211	29	3	there	there	PRON
sc-3211	29	4	is	be	VERB
sc-3211	29	5	no	no	DET
sc-3211	29	6	architecture	architecture	NOUN
sc-3211	29	7	that	that	PRON
sc-3211	29	8	can	can	AUX
sc-3211	29	9	read	read	VERB
sc-3211	29	10	and	and	CCONJ
sc-3211	29	11	interpret	interpret	VERB
sc-3211	29	12	multiple	multiple	ADJ
sc-3211	29	13	types	type	NOUN
sc-3211	29	14	of	of	ADP
sc-3211	29	15	output	output	NOUN
sc-3211	29	16	data	datum	NOUN
sc-3211	29	17	using	use	VERB
sc-3211	29	18	different	different	ADJ
sc-3211	29	19	programming	programming	NOUN
sc-3211	29	20	languages	language	NOUN
sc-3211	29	21	.	.	PUNCT
sc-3211	30	1	for	for	ADP
sc-3211	30	2	example	example	NOUN
sc-3211	30	3	,	,	PUNCT
sc-3211	30	4	the	the	DET
sc-3211	30	5	results	result	NOUN
sc-3211	30	6	of	of	ADP
sc-3211	30	7	vehicle	vehicle	NOUN
sc-3211	30	8	counting	counting	NOUN
sc-3211	30	9	using	use	VERB
sc-3211	30	10	visual	visual	ADJ
sc-3211	30	11	c++	c++	NOUN
sc-3211	30	12	language	language	NOUN
sc-3211	30	13	can	can	AUX
sc-3211	30	14	be	be	AUX
sc-3211	30	15	used	use	VERB
sc-3211	30	16	to	to	PART
sc-3211	30	17	connect	connect	VERB
sc-3211	30	18	with	with	ADP
sc-3211	30	19	a	a	DET
sc-3211	30	20	system	system	NOUN
sc-3211	30	21	used	use	VERB
sc-3211	30	22	to	to	PART
sc-3211	30	23	calculate	calculate	VERB
sc-3211	30	24	the	the	DET
sc-3211	30	25	density	density	NOUN
sc-3211	30	26	using	use	VERB
sc-3211	30	27	python	python	NOUN
sc-3211	30	28	language	language	NOUN
sc-3211	30	29	.	.	PUNCT
sc-3211	31	1	eai	eai	PROPN
sc-3211	31	2	endorsed	endorse	VERB
sc-3211	31	3	transactions	transaction	NOUN
sc-3211	31	4	on	on	ADP
sc-3211	31	5	smart	smart	ADJ
sc-3211	31	6	cities	city	NOUN
sc-3211	31	7	|	|	ADV
sc-3211	31	8	volume	volume	VERB
sc-3211	31	9	7	7	NUM
sc-3211	31	10	|	|	NOUN
sc-3211	31	11	issue	issue	VERB
sc-3211	31	12	3	3	NUM
sc-3211	32	1	|	|	CCONJ
sc-3211	32	2	2023	2023	NUM
sc-3211	33	1	|	|	ADV
sc-3211	33	2	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
sc-3211	33	3	mien	mien	PROPN
sc-3211	33	4	doan	doan	PROPN
sc-3211	33	5	phuoc	phuoc	NOUN
sc-3211	33	6	,	,	PUNCT
sc-3211	33	7	vu	vu	PROPN
sc-3211	33	8	tran	tran	PROPN
sc-3211	33	9	the	the	DET
sc-3211	33	10	and	and	CCONJ
sc-3211	33	11	sy	sy	PROPN
sc-3211	33	12	ngo	ngo	PROPN
sc-3211	33	13	van	van	PROPN
sc-3211	33	14	2	2	NUM
sc-3211	33	15	in	in	ADP
sc-3211	33	16	this	this	DET
sc-3211	33	17	article	article	NOUN
sc-3211	33	18	,	,	PUNCT
sc-3211	33	19	we	we	PRON
sc-3211	33	20	will	will	AUX
sc-3211	33	21	focus	focus	VERB
sc-3211	33	22	on	on	ADP
sc-3211	33	23	addressing	address	VERB
sc-3211	33	24	the	the	DET
sc-3211	33	25	data	datum	NOUN
sc-3211	33	26	issues	issue	NOUN
sc-3211	33	27	from	from	ADP
sc-3211	33	28	multiple	multiple	ADJ
sc-3211	33	29	surveillance	surveillance	NOUN
sc-3211	33	30	cameras	camera	NOUN
sc-3211	33	31	.	.	PUNCT
sc-3211	34	1	the	the	DET
sc-3211	34	2	specific	specific	ADJ
sc-3211	34	3	tasks	task	NOUN
sc-3211	34	4	are	be	AUX
sc-3211	34	5	as	as	SCONJ
sc-3211	34	6	follows	follow	VERB
sc-3211	34	7	:	:	PUNCT
sc-3211	34	8	•	•	NUM
sc-3211	34	9	receiving	receive	VERB
sc-3211	34	10	camera	camera	NOUN
sc-3211	34	11	data	datum	NOUN
sc-3211	34	12	(	(	PUNCT
sc-3211	34	13	video	video	NOUN
sc-3211	34	14	)	)	PUNCT
sc-3211	34	15	from	from	ADP
sc-3211	34	16	0511.vn	0511.vn	NOUN
sc-3211	34	17	•	•	NOUN
sc-3211	34	18	analyzing	analyze	VERB
sc-3211	34	19	and	and	CCONJ
sc-3211	34	20	storing	store	VERB
sc-3211	34	21	the	the	DET
sc-3211	34	22	data	datum	NOUN
sc-3211	34	23	on	on	ADP
sc-3211	34	24	cloud	cloud	ADJ
sc-3211	34	25	servers	server	NOUN
sc-3211	34	26	•	•	NOUN
sc-3211	34	27	processing	process	VERB
sc-3211	34	28	the	the	DET
sc-3211	34	29	data	datum	NOUN
sc-3211	34	30	in	in	ADP
sc-3211	34	31	real	real	ADJ
sc-3211	34	32	-	-	PUNCT
sc-3211	34	33	time	time	NOUN
sc-3211	34	34	the	the	DET
sc-3211	34	35	purpose	purpose	NOUN
sc-3211	34	36	of	of	ADP
sc-3211	34	37	our	our	PRON
sc-3211	34	38	research	research	NOUN
sc-3211	34	39	is	be	AUX
sc-3211	34	40	to	to	PART
sc-3211	34	41	augment	augment	VERB
sc-3211	34	42	the	the	DET
sc-3211	34	43	existing	exist	VERB
sc-3211	34	44	amount	amount	NOUN
sc-3211	34	45	of	of	ADP
sc-3211	34	46	data	datum	NOUN
sc-3211	34	47	in	in	ADP
sc-3211	34	48	the	the	DET
sc-3211	34	49	study	study	NOUN
sc-3211	34	50	,	,	PUNCT
sc-3211	34	51	particularly	particularly	ADV
sc-3211	34	52	focusing	focus	VERB
sc-3211	34	53	on	on	ADP
sc-3211	34	54	traffic	traffic	NOUN
sc-3211	34	55	images	image	NOUN
sc-3211	34	56	in	in	ADP
sc-3211	34	57	da	da	PROPN
sc-3211	34	58	nang	nang	PROPN
sc-3211	34	59	,	,	PUNCT
sc-3211	34	60	vietnam	vietnam	PROPN
sc-3211	34	61	.	.	PUNCT
sc-3211	35	1	in	in	ADP
sc-3211	35	2	the	the	DET
sc-3211	35	3	following	follow	VERB
sc-3211	35	4	section	section	NOUN
sc-3211	35	5	,	,	PUNCT
sc-3211	35	6	we	we	PRON
sc-3211	35	7	provide	provide	VERB
sc-3211	35	8	a	a	DET
sc-3211	35	9	brief	brief	ADJ
sc-3211	35	10	overview	overview	NOUN
sc-3211	35	11	of	of	ADP
sc-3211	35	12	relevant	relevant	ADJ
sc-3211	35	13	research	research	NOUN
sc-3211	35	14	.	.	PUNCT
sc-3211	36	1	subsequently	subsequently	ADV
sc-3211	36	2	,	,	PUNCT
sc-3211	36	3	we	we	PRON
sc-3211	36	4	will	will	AUX
sc-3211	36	5	proceed	proceed	VERB
sc-3211	36	6	with	with	ADP
sc-3211	36	7	the	the	DET
sc-3211	36	8	experimental	experimental	ADJ
sc-3211	36	9	research	research	NOUN
sc-3211	36	10	steps	step	NOUN
sc-3211	36	11	in	in	ADP
sc-3211	36	12	part	part	NOUN
sc-3211	36	13	3	3	NUM
sc-3211	36	14	,	,	PUNCT
sc-3211	36	15	and	and	CCONJ
sc-3211	36	16	finally	finally	ADV
sc-3211	36	17	,	,	PUNCT
sc-3211	36	18	conclude	conclude	VERB
sc-3211	36	19	with	with	ADP
sc-3211	36	20	the	the	DET
sc-3211	36	21	achieved	achieve	VERB
sc-3211	36	22	results	result	NOUN
sc-3211	36	23	.	.	PUNCT
sc-3211	37	1	2	2	X
sc-3211	37	2	.	.	X
sc-3211	37	3	related	relate	VERB
sc-3211	37	4	work	work	NOUN
sc-3211	37	5	in	in	ADP
sc-3211	37	6	this	this	DET
sc-3211	37	7	paper	paper	NOUN
sc-3211	37	8	,	,	PUNCT
sc-3211	37	9	we	we	PRON
sc-3211	37	10	focus	focus	VERB
sc-3211	37	11	on	on	ADP
sc-3211	37	12	researching	research	VERB
sc-3211	37	13	relevant	relevant	ADJ
sc-3211	37	14	literature	literature	NOUN
sc-3211	37	15	on	on	ADP
sc-3211	37	16	the	the	DET
sc-3211	37	17	use	use	NOUN
sc-3211	37	18	of	of	ADP
sc-3211	37	19	large	large	ADJ
sc-3211	37	20	-	-	PUNCT
sc-3211	37	21	scale	scale	NOUN
sc-3211	37	22	camera	camera	NOUN
sc-3211	37	23	data	datum	NOUN
sc-3211	37	24	and	and	CCONJ
sc-3211	37	25	data	datum	NOUN
sc-3211	37	26	processing	processing	NOUN
sc-3211	37	27	methods	method	NOUN
sc-3211	37	28	from	from	ADP
sc-3211	37	29	cameras	camera	NOUN
sc-3211	37	30	for	for	ADP
sc-3211	37	31	vehicle	vehicle	NOUN
sc-3211	37	32	recognition	recognition	NOUN
sc-3211	37	33	and	and	CCONJ
sc-3211	37	34	counting	count	VERB
sc-3211	37	35	purposes	purpose	NOUN
sc-3211	37	36	.	.	PUNCT
sc-3211	38	1	2.1	2.1	NUM
sc-3211	38	2	.	.	PUNCT
sc-3211	38	3	research	research	NOUN
sc-3211	38	4	on	on	ADP
sc-3211	38	5	literature	literature	NOUN
sc-3211	38	6	related	relate	VERB
sc-3211	38	7	to	to	ADP
sc-3211	38	8	largescale	largescale	ADJ
sc-3211	38	9	camera	camera	NOUN
sc-3211	38	10	data	datum	NOUN
sc-3211	38	11	in	in	ADP
sc-3211	38	12	the	the	DET
sc-3211	38	13	study	study	NOUN
sc-3211	38	14	by	by	ADP
sc-3211	38	15	[	[	X
sc-3211	38	16	1	1	NUM
sc-3211	38	17	]	]	PUNCT
sc-3211	38	18	,	,	PUNCT
sc-3211	38	19	the	the	DET
sc-3211	38	20	authors	author	NOUN
sc-3211	38	21	designed	design	VERB
sc-3211	38	22	and	and	CCONJ
sc-3211	38	23	implemented	implement	VERB
sc-3211	38	24	an	an	DET
sc-3211	38	25	extensive	extensive	ADJ
sc-3211	38	26	annotation	annotation	NOUN
sc-3211	38	27	system	system	NOUN
sc-3211	38	28	that	that	PRON
sc-3211	38	29	provides	provide	VERB
sc-3211	38	30	comprehensive	comprehensive	ADJ
sc-3211	38	31	image	image	NOUN
sc-3211	38	32	labels	label	NOUN
sc-3211	38	33	for	for	ADP
sc-3211	38	34	a	a	DET
sc-3211	38	35	large	large	ADJ
sc-3211	38	36	-	-	PUNCT
sc-3211	38	37	scale	scale	NOUN
sc-3211	38	38	driving	driving	NOUN
sc-3211	38	39	dataset	dataset	NOUN
sc-3211	38	40	.	.	PUNCT
sc-3211	39	1	this	this	DET
sc-3211	39	2	dataset	dataset	NOUN
sc-3211	39	3	comprises	comprise	VERB
sc-3211	39	4	over	over	ADP
sc-3211	39	5	100	100	NUM
sc-3211	39	6	thousand	thousand	NUM
sc-3211	39	7	videos	video	NOUN
sc-3211	39	8	and	and	CCONJ
sc-3211	39	9	is	be	AUX
sc-3211	39	10	annotated	annotate	VERB
sc-3211	39	11	with	with	ADP
sc-3211	39	12	various	various	ADJ
sc-3211	39	13	types	type	NOUN
sc-3211	39	14	of	of	ADP
sc-3211	39	15	information	information	NOUN
sc-3211	39	16	,	,	PUNCT
sc-3211	39	17	including	include	VERB
sc-3211	39	18	image	image	NOUN
sc-3211	39	19	-	-	PUNCT
sc-3211	39	20	level	level	NOUN
sc-3211	39	21	categorization	categorization	NOUN
sc-3211	39	22	,	,	PUNCT
sc-3211	39	23	object	object	VERB
sc-3211	39	24	bounding	bounding	NOUN
sc-3211	39	25	boxes	box	NOUN
sc-3211	39	26	,	,	PUNCT
sc-3211	39	27	drivable	drivable	ADJ
sc-3211	39	28	areas	area	NOUN
sc-3211	39	29	,	,	PUNCT
sc-3211	39	30	lane	lane	NOUN
sc-3211	39	31	markings	marking	NOUN
sc-3211	39	32	,	,	PUNCT
sc-3211	39	33	and	and	CCONJ
sc-3211	39	34	full	full	ADJ
sc-3211	39	35	-	-	PUNCT
sc-3211	39	36	frame	frame	NOUN
sc-3211	39	37	instance	instance	NOUN
sc-3211	39	38	segmentation	segmentation	NOUN
sc-3211	39	39	.	.	PUNCT
sc-3211	40	1	in	in	ADP
sc-3211	40	2	[	[	X
sc-3211	40	3	2	2	NUM
sc-3211	40	4	]	]	PUNCT
sc-3211	40	5	,	,	PUNCT
sc-3211	40	6	it	it	PRON
sc-3211	40	7	is	be	AUX
sc-3211	40	8	demonstrated	demonstrate	VERB
sc-3211	40	9	that	that	SCONJ
sc-3211	40	10	cameras	camera	NOUN
sc-3211	40	11	can	can	AUX
sc-3211	40	12	be	be	AUX
sc-3211	40	13	initially	initially	ADV
sc-3211	40	14	deployed	deploy	VERB
sc-3211	40	15	for	for	ADP
sc-3211	40	16	one	one	NUM
sc-3211	40	17	application	application	NOUN
sc-3211	40	18	and	and	CCONJ
sc-3211	40	19	simultaneously	simultaneously	ADV
sc-3211	40	20	shared	share	VERB
sc-3211	40	21	for	for	ADP
sc-3211	40	22	other	other	ADJ
sc-3211	40	23	analytic	analytic	ADJ
sc-3211	40	24	applications	application	NOUN
sc-3211	40	25	,	,	PUNCT
sc-3211	40	26	showing	show	VERB
sc-3211	40	27	the	the	DET
sc-3211	40	28	potential	potential	NOUN
sc-3211	40	29	of	of	ADP
sc-3211	40	30	using	use	VERB
sc-3211	40	31	existing	exist	VERB
sc-3211	40	32	cameras	camera	NOUN
sc-3211	40	33	for	for	ADP
sc-3211	40	34	multiple	multiple	ADJ
sc-3211	40	35	purposes	purpose	NOUN
sc-3211	40	36	.	.	PUNCT
sc-3211	41	1	despite	despite	SCONJ
sc-3211	41	2	recent	recent	ADJ
sc-3211	41	3	advancements	advancement	NOUN
sc-3211	41	4	,	,	PUNCT
sc-3211	41	5	video	video	NOUN
sc-3211	41	6	analytics	analytic	NOUN
sc-3211	41	7	platforms	platform	NOUN
sc-3211	41	8	for	for	ADP
sc-3211	41	9	surveillance	surveillance	NOUN
sc-3211	41	10	still	still	ADV
sc-3211	41	11	have	have	VERB
sc-3211	41	12	limitations	limitation	NOUN
sc-3211	41	13	in	in	ADP
sc-3211	41	14	systematic	systematic	ADJ
sc-3211	41	15	access	access	NOUN
sc-3211	41	16	to	to	ADP
sc-3211	41	17	large	large	ADJ
sc-3211	41	18	datasets	dataset	NOUN
sc-3211	41	19	and	and	CCONJ
sc-3211	41	20	video	video	NOUN
sc-3211	41	21	analytics	analytic	NOUN
sc-3211	41	22	in	in	ADP
sc-3211	41	23	the	the	DET
sc-3211	41	24	presence	presence	NOUN
sc-3211	41	25	of	of	ADP
sc-3211	41	26	noisy	noisy	ADJ
sc-3211	41	27	data	datum	NOUN
sc-3211	41	28	.	.	PUNCT
sc-3211	42	1	in	in	ADP
sc-3211	42	2	the	the	DET
sc-3211	42	3	research	research	NOUN
sc-3211	42	4	[	[	X
sc-3211	42	5	3	3	NUM
sc-3211	42	6	]	]	PUNCT
sc-3211	42	7	,	,	PUNCT
sc-3211	42	8	a	a	DET
sc-3211	42	9	large	large	ADJ
sc-3211	42	10	volume	volume	NOUN
sc-3211	42	11	of	of	ADP
sc-3211	42	12	data	datum	NOUN
sc-3211	42	13	was	be	AUX
sc-3211	42	14	collected	collect	VERB
sc-3211	42	15	and	and	CCONJ
sc-3211	42	16	labelled	label	VERB
sc-3211	42	17	from	from	ADP
sc-3211	42	18	multiple	multiple	ADJ
sc-3211	42	19	camera	camera	NOUN
sc-3211	42	20	sources	source	NOUN
sc-3211	42	21	.	.	PUNCT
sc-3211	43	1	around	around	ADV
sc-3211	43	2	212	212	NUM
sc-3211	43	3	webcams	webcam	NOUN
sc-3211	43	4	were	be	AUX
sc-3211	43	5	used	use	VERB
sc-3211	43	6	to	to	PART
sc-3211	43	7	collect	collect	VERB
sc-3211	43	8	data	datum	NOUN
sc-3211	43	9	,	,	PUNCT
sc-3211	43	10	resulting	result	VERB
sc-3211	43	11	in	in	ADP
sc-3211	43	12	over	over	ADP
sc-3211	43	13	60	60	NUM
sc-3211	43	14	million	million	NUM
sc-3211	43	15	frames	frame	NOUN
sc-3211	43	16	.	.	PUNCT
sc-3211	44	1	with	with	ADP
sc-3211	44	2	a	a	DET
sc-3211	44	3	large	large	ADJ
sc-3211	44	4	amount	amount	NOUN
sc-3211	44	5	of	of	ADP
sc-3211	44	6	data	datum	NOUN
sc-3211	44	7	,	,	PUNCT
sc-3211	44	8	deep	deep	ADJ
sc-3211	44	9	learning	learning	NOUN
sc-3211	44	10	methods	method	NOUN
sc-3211	44	11	can	can	AUX
sc-3211	44	12	be	be	AUX
sc-3211	44	13	applied	apply	VERB
sc-3211	44	14	to	to	PART
sc-3211	44	15	accurately	accurately	ADV
sc-3211	44	16	count	count	VERB
sc-3211	44	17	the	the	DET
sc-3211	44	18	number	number	NOUN
sc-3211	44	19	of	of	ADP
sc-3211	44	20	vehicles	vehicle	NOUN
sc-3211	44	21	on	on	ADP
sc-3211	44	22	the	the	DET
sc-3211	44	23	road	road	NOUN
sc-3211	44	24	.	.	PUNCT
sc-3211	45	1	in	in	ADP
sc-3211	45	2	[	[	X
sc-3211	45	3	4	4	NUM
sc-3211	45	4	]	]	PUNCT
sc-3211	45	5	,	,	PUNCT
sc-3211	45	6	linear	linear	ADJ
sc-3211	45	7	transformations	transformation	NOUN
sc-3211	45	8	are	be	AUX
sc-3211	45	9	applied	apply	VERB
sc-3211	45	10	to	to	ADP
sc-3211	45	11	individual	individual	ADJ
sc-3211	45	12	features	feature	NOUN
sc-3211	45	13	of	of	ADP
sc-3211	45	14	each	each	DET
sc-3211	45	15	pixel	pixel	NOUN
sc-3211	45	16	with	with	ADP
sc-3211	45	17	uniform	uniform	ADJ
sc-3211	45	18	weights	weight	NOUN
sc-3211	45	19	across	across	ADP
sc-3211	45	20	the	the	DET
sc-3211	45	21	entire	entire	ADJ
sc-3211	45	22	image	image	NOUN
sc-3211	45	23	.	.	PUNCT
sc-3211	46	1	therefore	therefore	ADV
sc-3211	46	2	,	,	PUNCT
sc-3211	46	3	the	the	DET
sc-3211	46	4	accuracy	accuracy	NOUN
sc-3211	46	5	may	may	AUX
sc-3211	46	6	not	not	PART
sc-3211	46	7	be	be	AUX
sc-3211	46	8	high	high	ADJ
sc-3211	46	9	when	when	SCONJ
sc-3211	46	10	the	the	DET
sc-3211	46	11	scene	scene	NOUN
sc-3211	46	12	captured	capture	VERB
sc-3211	46	13	by	by	ADP
sc-3211	46	14	the	the	DET
sc-3211	46	15	camera	camera	NOUN
sc-3211	46	16	is	be	AUX
sc-3211	46	17	large	large	ADJ
sc-3211	46	18	.	.	PUNCT
sc-3211	47	1	in	in	ADP
sc-3211	47	2	most	most	ADJ
sc-3211	47	3	studies	study	NOUN
sc-3211	47	4	,	,	PUNCT
sc-3211	47	5	the	the	DET
sc-3211	47	6	data	datum	NOUN
sc-3211	47	7	primarily	primarily	ADV
sc-3211	47	8	focuses	focus	VERB
sc-3211	47	9	on	on	ADP
sc-3211	47	10	cars	car	NOUN
sc-3211	47	11	with	with	ADP
sc-3211	47	12	clear	clear	ADJ
sc-3211	47	13	perspectives	perspective	NOUN
sc-3211	47	14	,	,	PUNCT
sc-3211	47	15	and	and	CCONJ
sc-3211	47	16	there	there	PRON
sc-3211	47	17	are	be	VERB
sc-3211	47	18	very	very	ADV
sc-3211	47	19	few	few	ADJ
sc-3211	47	20	instances	instance	NOUN
sc-3211	47	21	where	where	SCONJ
sc-3211	47	22	multiple	multiple	ADJ
sc-3211	47	23	types	type	NOUN
sc-3211	47	24	of	of	ADP
sc-3211	47	25	vehicles	vehicle	NOUN
sc-3211	47	26	on	on	ADP
sc-3211	47	27	the	the	DET
sc-3211	47	28	road	road	NOUN
sc-3211	47	29	appear	appear	VERB
sc-3211	47	30	,	,	PUNCT
sc-3211	47	31	such	such	ADJ
sc-3211	47	32	as	as	ADP
sc-3211	47	33	cars	car	NOUN
sc-3211	47	34	and	and	CCONJ
sc-3211	47	35	motorcycles	motorcycle	NOUN
sc-3211	47	36	.	.	PUNCT
sc-3211	48	1	2.2	2.2	NUM
sc-3211	48	2	.	.	PUNCT
sc-3211	48	3	research	research	NOUN
sc-3211	48	4	on	on	ADP
sc-3211	48	5	related	related	ADJ
sc-3211	48	6	literature	literature	NOUN
sc-3211	48	7	regarding	regard	VERB
sc-3211	48	8	vehicle	vehicle	NOUN
sc-3211	48	9	recognition	recognition	NOUN
sc-3211	48	10	and	and	CCONJ
sc-3211	48	11	counting	count	VERB
sc-3211	48	12	methods	method	NOUN
sc-3211	48	13	methods	method	NOUN
sc-3211	48	14	and	and	CCONJ
sc-3211	48	15	techniques	technique	NOUN
sc-3211	48	16	for	for	ADP
sc-3211	48	17	tracking	track	VERB
sc-3211	48	18	and	and	CCONJ
sc-3211	48	19	detecting	detect	VERB
sc-3211	48	20	vehicles	vehicle	NOUN
sc-3211	48	21	have	have	AUX
sc-3211	48	22	been	be	AUX
sc-3211	48	23	of	of	ADP
sc-3211	48	24	great	great	ADJ
sc-3211	48	25	interest	interest	NOUN
sc-3211	48	26	to	to	ADP
sc-3211	48	27	researchers	researcher	NOUN
sc-3211	48	28	both	both	CCONJ
sc-3211	48	29	domestically	domestically	ADV
sc-3211	48	30	and	and	CCONJ
sc-3211	48	31	internationally	internationally	ADV
sc-3211	48	32	to	to	PART
sc-3211	48	33	create	create	VERB
sc-3211	48	34	traffic	traffic	NOUN
sc-3211	48	35	congestion	congestion	NOUN
sc-3211	48	36	warning	warning	NOUN
sc-3211	48	37	systems	system	NOUN
sc-3211	48	38	,	,	PUNCT
sc-3211	48	39	monitor	monitor	VERB
sc-3211	48	40	the	the	DET
sc-3211	48	41	number	number	NOUN
sc-3211	48	42	of	of	ADP
sc-3211	48	43	vehicles	vehicle	NOUN
sc-3211	48	44	moving	move	VERB
sc-3211	48	45	in	in	ADP
sc-3211	48	46	cities	city	NOUN
sc-3211	48	47	,	,	PUNCT
sc-3211	48	48	and	and	CCONJ
sc-3211	48	49	regulate	regulate	VERB
sc-3211	48	50	traffic	traffic	NOUN
sc-3211	48	51	automatically	automatically	ADV
sc-3211	48	52	.	.	PUNCT
sc-3211	49	1	many	many	ADJ
sc-3211	49	2	methods	method	NOUN
sc-3211	49	3	have	have	AUX
sc-3211	49	4	been	be	AUX
sc-3211	49	5	proposed	propose	VERB
sc-3211	49	6	to	to	PART
sc-3211	49	7	address	address	VERB
sc-3211	49	8	the	the	DET
sc-3211	49	9	issue	issue	NOUN
sc-3211	49	10	of	of	ADP
sc-3211	49	11	traffic	traffic	NOUN
sc-3211	49	12	congestion	congestion	NOUN
sc-3211	49	13	,	,	PUNCT
sc-3211	49	14	as	as	SCONJ
sc-3211	49	15	demonstrated	demonstrate	VERB
sc-3211	49	16	in	in	ADP
sc-3211	49	17	[	[	X
sc-3211	49	18	5][9	5][9	NUM
sc-3211	49	19	]	]	PUNCT
sc-3211	49	20	.	.	PUNCT
sc-3211	50	1	however	however	ADV
sc-3211	50	2	,	,	PUNCT
sc-3211	50	3	there	there	PRON
sc-3211	50	4	are	be	VERB
sc-3211	50	5	two	two	NUM
sc-3211	50	6	methods	method	NOUN
sc-3211	50	7	that	that	PRON
sc-3211	50	8	are	be	AUX
sc-3211	50	9	currently	currently	ADV
sc-3211	50	10	receiving	receive	VERB
sc-3211	50	11	the	the	DET
sc-3211	50	12	most	most	ADJ
sc-3211	50	13	attention	attention	NOUN
sc-3211	50	14	:	:	PUNCT
sc-3211	50	15	sensor	sensor	NOUN
sc-3211	50	16	-	-	PUNCT
sc-3211	50	17	based	base	VERB
sc-3211	50	18	methods	method	NOUN
sc-3211	50	19	[	[	X
sc-3211	50	20	6	6	NUM
sc-3211	50	21	]	]	PUNCT
sc-3211	50	22	and	and	CCONJ
sc-3211	50	23	image	image	NOUN
sc-3211	50	24	recognition	recognition	NOUN
sc-3211	50	25	techniques	technique	NOUN
sc-3211	50	26	for	for	ADP
sc-3211	50	27	analysing	analyse	VERB
sc-3211	50	28	traffic	traffic	NOUN
sc-3211	50	29	density	density	NOUN
sc-3211	50	30	[	[	X
sc-3211	50	31	7	7	NUM
sc-3211	50	32	]	]	PUNCT
sc-3211	50	33	.	.	PUNCT
sc-3211	51	1	in	in	ADP
sc-3211	51	2	addition	addition	NOUN
sc-3211	51	3	,	,	PUNCT
sc-3211	51	4	[	[	X
sc-3211	51	5	5	5	NUM
sc-3211	51	6	]	]	PUNCT
sc-3211	51	7	used	use	VERB
sc-3211	51	8	image	image	NOUN
sc-3211	51	9	processing	processing	NOUN
sc-3211	51	10	from	from	ADP
sc-3211	51	11	video	video	NOUN
sc-3211	51	12	and	and	CCONJ
sc-3211	51	13	the	the	DET
sc-3211	51	14	results	result	NOUN
sc-3211	51	15	of	of	ADP
sc-3211	51	16	object	object	NOUN
sc-3211	51	17	detection	detection	NOUN
sc-3211	51	18	were	be	AUX
sc-3211	51	19	studied	study	VERB
sc-3211	51	20	for	for	ADP
sc-3211	51	21	the	the	DET
sc-3211	51	22	purpose	purpose	NOUN
sc-3211	51	23	of	of	ADP
sc-3211	51	24	estimating	estimate	VERB
sc-3211	51	25	traffic	traffic	NOUN
sc-3211	51	26	density	density	NOUN
sc-3211	51	27	and	and	CCONJ
sc-3211	51	28	flow	flow	NOUN
sc-3211	51	29	.	.	PUNCT
sc-3211	52	1	in	in	ADP
sc-3211	52	2	[	[	X
sc-3211	52	3	10	10	NUM
sc-3211	52	4	]	]	PUNCT
sc-3211	52	5	,	,	PUNCT
sc-3211	52	6	methods	method	NOUN
sc-3211	52	7	such	such	ADJ
sc-3211	52	8	as	as	ADP
sc-3211	52	9	point	point	NOUN
sc-3211	52	10	detection	detection	NOUN
sc-3211	52	11	and	and	CCONJ
sc-3211	52	12	edge	edge	NOUN
sc-3211	52	13	detection	detection	NOUN
sc-3211	52	14	were	be	AUX
sc-3211	52	15	used	use	VERB
sc-3211	52	16	in	in	ADP
sc-3211	52	17	the	the	DET
sc-3211	52	18	process	process	NOUN
sc-3211	52	19	of	of	ADP
sc-3211	52	20	detecting	detect	VERB
sc-3211	52	21	and	and	CCONJ
sc-3211	52	22	tracking	tracking	NOUN
sc-3211	52	23	vehicles	vehicle	NOUN
sc-3211	52	24	.	.	PUNCT
sc-3211	53	1	it	it	PRON
sc-3211	53	2	can	can	AUX
sc-3211	53	3	be	be	AUX
sc-3211	53	4	said	say	VERB
sc-3211	53	5	that	that	SCONJ
sc-3211	53	6	one	one	NUM
sc-3211	53	7	of	of	ADP
sc-3211	53	8	the	the	DET
sc-3211	53	9	most	most	ADV
sc-3211	53	10	important	important	ADJ
sc-3211	53	11	research	research	NOUN
sc-3211	53	12	breakthroughs	breakthrough	NOUN
sc-3211	53	13	is	be	AUX
sc-3211	53	14	object	object	NOUN
sc-3211	53	15	detection	detection	NOUN
sc-3211	53	16	in	in	ADP
sc-3211	53	17	images	image	NOUN
sc-3211	53	18	[	[	X
sc-3211	53	19	8	8	NUM
sc-3211	53	20	]	]	PUNCT
sc-3211	53	21	,	,	PUNCT
sc-3211	53	22	which	which	PRON
sc-3211	53	23	serves	serve	VERB
sc-3211	53	24	as	as	ADP
sc-3211	53	25	a	a	DET
sc-3211	53	26	foundation	foundation	NOUN
sc-3211	53	27	for	for	ADP
sc-3211	53	28	object	object	NOUN
sc-3211	53	29	detection	detection	NOUN
sc-3211	53	30	from	from	ADP
sc-3211	53	31	videos	video	NOUN
sc-3211	53	32	[	[	X
sc-3211	53	33	11	11	NUM
sc-3211	53	34	]	]	PUNCT
sc-3211	53	35	.	.	PUNCT
sc-3211	54	1	in	in	ADP
sc-3211	54	2	works	work	NOUN
sc-3211	54	3	like	like	ADP
sc-3211	54	4	[	[	X
sc-3211	54	5	12	12	NUM
sc-3211	54	6	]	]	PUNCT
sc-3211	54	7	,	,	PUNCT
sc-3211	54	8	methods	method	NOUN
sc-3211	54	9	to	to	PART
sc-3211	54	10	distinguish	distinguish	VERB
sc-3211	54	11	between	between	ADP
sc-3211	54	12	the	the	DET
sc-3211	54	13	front	front	ADJ
sc-3211	54	14	and	and	CCONJ
sc-3211	54	15	rear	rear	ADJ
sc-3211	54	16	images	image	NOUN
sc-3211	54	17	are	be	AUX
sc-3211	54	18	used	use	VERB
sc-3211	54	19	to	to	PART
sc-3211	54	20	extract	extract	VERB
sc-3211	54	21	moving	move	VERB
sc-3211	54	22	vehicles	vehicle	NOUN
sc-3211	54	23	from	from	ADP
sc-3211	54	24	videos	video	NOUN
sc-3211	54	25	.	.	PUNCT
sc-3211	55	1	some	some	DET
sc-3211	55	2	studies	study	NOUN
sc-3211	55	3	,	,	PUNCT
sc-3211	55	4	such	such	ADJ
sc-3211	55	5	as	as	ADP
sc-3211	55	6	[	[	X
sc-3211	55	7	13	13	NUM
sc-3211	55	8	]	]	PUNCT
sc-3211	55	9	and	and	CCONJ
sc-3211	55	10	[	[	X
sc-3211	55	11	14	14	NUM
sc-3211	55	12	]	]	PUNCT
sc-3211	55	13	,	,	PUNCT
sc-3211	55	14	have	have	AUX
sc-3211	55	15	shown	show	VERB
sc-3211	55	16	that	that	SCONJ
sc-3211	55	17	using	use	VERB
sc-3211	55	18	feature	feature	NOUN
sc-3211	55	19	vectors	vector	NOUN
sc-3211	55	20	from	from	ADP
sc-3211	55	21	input	input	NOUN
sc-3211	55	22	images	image	NOUN
sc-3211	55	23	can	can	AUX
sc-3211	55	24	be	be	AUX
sc-3211	55	25	effective	effective	ADJ
sc-3211	55	26	in	in	ADP
sc-3211	55	27	vehicle	vehicle	NOUN
sc-3211	55	28	detection	detection	NOUN
sc-3211	55	29	.	.	PUNCT
sc-3211	56	1	the	the	DET
sc-3211	56	2	study	study	NOUN
sc-3211	56	3	[	[	X
sc-3211	56	4	15	15	NUM
sc-3211	56	5	]	]	PUNCT
sc-3211	56	6	presents	present	VERB
sc-3211	56	7	the	the	DET
sc-3211	56	8	estimation	estimation	NOUN
sc-3211	56	9	of	of	ADP
sc-3211	56	10	vehicle	vehicle	NOUN
sc-3211	56	11	size	size	NOUN
sc-3211	56	12	with	with	ADP
sc-3211	56	13	near	near	ADV
sc-3211	56	14	-	-	PUNCT
sc-3211	56	15	accurate	accurate	ADJ
sc-3211	56	16	results	result	NOUN
sc-3211	56	17	by	by	ADP
sc-3211	56	18	using	use	VERB
sc-3211	56	19	a	a	DET
sc-3211	56	20	set	set	NOUN
sc-3211	56	21	of	of	ADP
sc-3211	56	22	coordinate	coordinate	NOUN
sc-3211	56	23	mapping	mapping	NOUN
sc-3211	56	24	functions	function	NOUN
sc-3211	56	25	.	.	PUNCT
sc-3211	57	1	moreover	moreover	ADV
sc-3211	57	2	,	,	PUNCT
sc-3211	57	3	in	in	ADP
sc-3211	57	4	[	[	X
sc-3211	57	5	16	16	NUM
sc-3211	57	6	]	]	X
sc-3211	57	7	,	,	PUNCT
sc-3211	57	8	a	a	DET
sc-3211	57	9	series	series	NOUN
sc-3211	57	10	of	of	ADP
sc-3211	57	11	enhancement	enhancement	NOUN
sc-3211	57	12	algorithms	algorithm	NOUN
sc-3211	57	13	were	be	AUX
sc-3211	57	14	developed	develop	VERB
sc-3211	57	15	for	for	ADP
sc-3211	57	16	object	object	NOUN
sc-3211	57	17	detection	detection	NOUN
sc-3211	57	18	using	use	VERB
sc-3211	57	19	machine	machine	NOUN
sc-3211	57	20	learning	learning	NOUN
sc-3211	57	21	methods	method	NOUN
sc-3211	57	22	that	that	PRON
sc-3211	57	23	can	can	AUX
sc-3211	57	24	detect	detect	VERB
sc-3211	57	25	and	and	CCONJ
sc-3211	57	26	classify	classify	VERB
sc-3211	57	27	moving	move	VERB
sc-3211	57	28	objects	object	NOUN
sc-3211	57	29	based	base	VERB
sc-3211	57	30	on	on	ADP
sc-3211	57	31	type	type	NOUN
sc-3211	57	32	and	and	CCONJ
sc-3211	57	33	colour	colour	NOUN
sc-3211	57	34	.	.	PUNCT
sc-3211	58	1	in	in	ADP
sc-3211	58	2	[	[	X
sc-3211	58	3	17	17	NUM
sc-3211	58	4	]	]	PUNCT
sc-3211	58	5	,	,	PUNCT
sc-3211	58	6	an	an	DET
sc-3211	58	7	overview	overview	NOUN
sc-3211	58	8	of	of	ADP
sc-3211	58	9	background	background	NOUN
sc-3211	58	10	subtraction	subtraction	NOUN
sc-3211	58	11	steps	step	NOUN
sc-3211	58	12	is	be	AUX
sc-3211	58	13	provided	provide	VERB
sc-3211	58	14	,	,	PUNCT
sc-3211	58	15	where	where	SCONJ
sc-3211	58	16	the	the	DET
sc-3211	58	17	first	first	ADJ
sc-3211	58	18	step	step	NOUN
sc-3211	58	19	initializes	initialize	VERB
sc-3211	58	20	the	the	DET
sc-3211	58	21	background	background	NOUN
sc-3211	58	22	with	with	ADP
sc-3211	58	23	n	n	NOUN
sc-3211	58	24	frames	frame	NOUN
sc-3211	58	25	collected	collect	VERB
sc-3211	58	26	from	from	ADP
sc-3211	58	27	the	the	DET
sc-3211	58	28	initial	initial	ADJ
sc-3211	58	29	background	background	NOUN
sc-3211	58	30	where	where	SCONJ
sc-3211	58	31	the	the	DET
sc-3211	58	32	object	object	NOUN
sc-3211	58	33	is	be	AUX
sc-3211	58	34	in	in	ADP
sc-3211	58	35	a	a	DET
sc-3211	58	36	stationary	stationary	ADJ
sc-3211	58	37	state	state	NOUN
sc-3211	58	38	.	.	PUNCT
sc-3211	59	1	then	then	ADV
sc-3211	59	2	,	,	PUNCT
sc-3211	59	3	motion	motion	NOUN
sc-3211	59	4	detection	detection	NOUN
sc-3211	59	5	is	be	AUX
sc-3211	59	6	performed	perform	VERB
sc-3211	59	7	through	through	ADP
sc-3211	59	8	foreground	foreground	NOUN
sc-3211	59	9	detection	detection	NOUN
sc-3211	59	10	,	,	PUNCT
sc-3211	59	11	which	which	PRON
sc-3211	59	12	includes	include	VERB
sc-3211	59	13	classifying	classify	VERB
sc-3211	59	14	pixels	pixel	NOUN
sc-3211	59	15	as	as	ADP
sc-3211	59	16	foreground	foreground	NOUN
sc-3211	59	17	or	or	CCONJ
sc-3211	59	18	background	background	NOUN
sc-3211	59	19	by	by	ADP
sc-3211	59	20	comparing	compare	VERB
sc-3211	59	21	the	the	DET
sc-3211	59	22	background	background	NOUN
sc-3211	59	23	image	image	NOUN
sc-3211	59	24	and	and	CCONJ
sc-3211	59	25	the	the	DET
sc-3211	59	26	current	current	ADJ
sc-3211	59	27	frame	frame	NOUN
sc-3211	59	28	.	.	PUNCT
sc-3211	60	1	finally	finally	ADV
sc-3211	60	2	,	,	PUNCT
sc-3211	60	3	the	the	DET
sc-3211	60	4	background	background	NOUN
sc-3211	60	5	needs	need	VERB
sc-3211	60	6	to	to	PART
sc-3211	60	7	be	be	AUX
sc-3211	60	8	maintained	maintain	VERB
sc-3211	60	9	to	to	PART
sc-3211	60	10	update	update	VERB
sc-3211	60	11	the	the	DET
sc-3211	60	12	background	background	NOUN
sc-3211	60	13	over	over	ADP
sc-3211	60	14	time	time	NOUN
sc-3211	60	15	.	.	PUNCT
sc-3211	61	1	the	the	DET
sc-3211	61	2	last	last	ADJ
sc-3211	61	3	two	two	NUM
sc-3211	61	4	steps	step	NOUN
sc-3211	61	5	are	be	AUX
sc-3211	61	6	repeated	repeat	VERB
sc-3211	61	7	continuously	continuously	ADV
sc-3211	61	8	during	during	ADP
sc-3211	61	9	the	the	DET
sc-3211	61	10	processing	processing	NOUN
sc-3211	61	11	time	time	NOUN
sc-3211	61	12	.	.	PUNCT
sc-3211	62	1	despite	despite	SCONJ
sc-3211	62	2	many	many	ADJ
sc-3211	62	3	successful	successful	ADJ
sc-3211	62	4	applications	application	NOUN
sc-3211	62	5	of	of	ADP
sc-3211	62	6	foreign	foreign	ADJ
sc-3211	62	7	studies	study	NOUN
sc-3211	62	8	in	in	ADP
sc-3211	62	9	practical	practical	ADJ
sc-3211	62	10	operations	operation	NOUN
sc-3211	62	11	,	,	PUNCT
sc-3211	62	12	it	it	PRON
sc-3211	62	13	is	be	AUX
sc-3211	62	14	not	not	PART
sc-3211	62	15	possible	possible	ADJ
sc-3211	62	16	to	to	PART
sc-3211	62	17	directly	directly	ADV
sc-3211	62	18	apply	apply	VERB
sc-3211	62	19	templates	template	NOUN
sc-3211	62	20	to	to	ADP
sc-3211	62	21	traffic	traffic	NOUN
sc-3211	62	22	in	in	ADP
sc-3211	62	23	vietnam	vietnam	PROPN
sc-3211	62	24	.	.	PUNCT
sc-3211	63	1	the	the	DET
sc-3211	63	2	traffic	traffic	NOUN
sc-3211	63	3	system	system	NOUN
sc-3211	63	4	in	in	ADP
sc-3211	63	5	vietnam	vietnam	PROPN
sc-3211	63	6	is	be	AUX
sc-3211	63	7	very	very	ADV
sc-3211	63	8	complex	complex	ADJ
sc-3211	63	9	,	,	PUNCT
sc-3211	63	10	including	include	VERB
sc-3211	63	11	factors	factor	NOUN
sc-3211	63	12	such	such	ADJ
sc-3211	63	13	as	as	ADP
sc-3211	63	14	geographical	geographical	ADJ
sc-3211	63	15	conditions	condition	NOUN
sc-3211	63	16	,	,	PUNCT
sc-3211	63	17	types	type	NOUN
sc-3211	63	18	of	of	ADP
sc-3211	63	19	vehicles	vehicle	NOUN
sc-3211	63	20	,	,	PUNCT
sc-3211	63	21	and	and	CCONJ
sc-3211	63	22	traffic	traffic	NOUN
sc-3211	63	23	culture	culture	NOUN
sc-3211	63	24	.	.	PUNCT
sc-3211	64	1	especially	especially	ADV
sc-3211	64	2	,	,	PUNCT
sc-3211	64	3	there	there	PRON
sc-3211	64	4	is	be	VERB
sc-3211	64	5	a	a	DET
sc-3211	64	6	wide	wide	ADJ
sc-3211	64	7	variety	variety	NOUN
sc-3211	64	8	of	of	ADP
sc-3211	64	9	vehicles	vehicle	NOUN
sc-3211	64	10	in	in	ADP
sc-3211	64	11	vietnam	vietnam	PROPN
sc-3211	64	12	,	,	PUNCT
sc-3211	64	13	including	include	VERB
sc-3211	64	14	motorcycles	motorcycle	NOUN
sc-3211	64	15	,	,	PUNCT
sc-3211	64	16	bicycles	bicycle	NOUN
sc-3211	64	17	,	,	PUNCT
sc-3211	64	18	electric	electric	ADJ
sc-3211	64	19	bicycles	bicycle	NOUN
sc-3211	64	20	,	,	PUNCT
sc-3211	64	21	three	three	NUM
sc-3211	64	22	-	-	PUNCT
sc-3211	64	23	wheeled	wheel	VERB
sc-3211	64	24	cars	car	NOUN
sc-3211	64	25	,	,	PUNCT
sc-3211	64	26	four	four	NUM
sc-3211	64	27	-	-	PUNCT
sc-3211	64	28	wheeled	wheeled	ADJ
sc-3211	64	29	cars	car	NOUN
sc-3211	64	30	,	,	PUNCT
sc-3211	64	31	trucks	truck	NOUN
sc-3211	64	32	,	,	PUNCT
sc-3211	64	33	buffalo	buffalo	NOUN
sc-3211	64	34	carts	cart	NOUN
sc-3211	64	35	,	,	PUNCT
sc-3211	64	36	and	and	CCONJ
sc-3211	64	37	agricultural	agricultural	ADJ
sc-3211	64	38	vehicles	vehicle	NOUN
sc-3211	64	39	,	,	PUNCT
sc-3211	64	40	in	in	ADP
sc-3211	64	41	addition	addition	NOUN
sc-3211	64	42	to	to	ADP
sc-3211	64	43	pedestrians	pedestrian	NOUN
sc-3211	64	44	and	and	CCONJ
sc-3211	64	45	livestock	livestock	NOUN
sc-3211	64	46	on	on	ADP
sc-3211	64	47	the	the	DET
sc-3211	64	48	roads	road	NOUN
sc-3211	64	49	.	.	PUNCT
sc-3211	65	1	as	as	SCONJ
sc-3211	65	2	shown	show	VERB
sc-3211	65	3	in	in	ADP
sc-3211	65	4	figure	figure	NOUN
sc-3211	65	5	1	1	NUM
sc-3211	65	6	,	,	PUNCT
sc-3211	65	7	in	in	ADP
sc-3211	65	8	this	this	DET
sc-3211	65	9	paper	paper	NOUN
sc-3211	65	10	,	,	PUNCT
sc-3211	65	11	we	we	PRON
sc-3211	65	12	plan	plan	VERB
sc-3211	65	13	to	to	PART
sc-3211	65	14	build	build	VERB
sc-3211	65	15	a	a	DET
sc-3211	65	16	technological	technological	ADJ
sc-3211	65	17	platform	platform	NOUN
sc-3211	65	18	that	that	PRON
sc-3211	65	19	can	can	AUX
sc-3211	65	20	collect	collect	VERB
sc-3211	65	21	signals	signal	NOUN
sc-3211	65	22	from	from	ADP
sc-3211	65	23	camera	camera	NOUN
sc-3211	65	24	eai	eai	PROPN
sc-3211	65	25	endorsed	endorse	VERB
sc-3211	65	26	transactions	transaction	NOUN
sc-3211	65	27	on	on	ADP
sc-3211	65	28	smart	smart	ADJ
sc-3211	65	29	cities	city	NOUN
sc-3211	65	30	|	|	ADV
sc-3211	65	31	volume	volume	VERB
sc-3211	65	32	7	7	NUM
sc-3211	65	33	|	|	NOUN
sc-3211	65	34	issue	issue	VERB
sc-3211	65	35	3	3	NUM
sc-3211	65	36	|	|	CCONJ
sc-3211	65	37	2023	2023	NUM
sc-3211	66	1	|	|	NOUN
sc-3211	66	2	vehicle	vehicle	NOUN
sc-3211	66	3	counting	counting	NOUN
sc-3211	66	4	application	application	NOUN
sc-3211	66	5	utilizing	utilize	VERB
sc-3211	66	6	background	background	NOUN
sc-3211	66	7	subtraction	subtraction	NOUN
sc-3211	66	8	method	method	NOUN
sc-3211	66	9	with	with	ADP
sc-3211	66	10	large	large	ADJ
sc-3211	66	11	-	-	PUNCT
sc-3211	66	12	scale	scale	NOUN
sc-3211	66	13	camera	camera	NOUN
sc-3211	66	14	data	datum	NOUN
sc-3211	66	15	3	3	NUM
sc-3211	66	16	data	datum	NOUN
sc-3211	66	17	through	through	ADP
sc-3211	66	18	programming	programming	NOUN
sc-3211	66	19	interfaces	interface	NOUN
sc-3211	66	20	such	such	ADJ
sc-3211	66	21	as	as	ADP
sc-3211	66	22	nodejs	nodejs	NOUN
sc-3211	66	23	.	.	PUNCT
sc-3211	67	1	the	the	DET
sc-3211	67	2	data	datum	NOUN
sc-3211	67	3	will	will	AUX
sc-3211	67	4	pass	pass	VERB
sc-3211	67	5	through	through	ADP
sc-3211	67	6	a	a	DET
sc-3211	67	7	background	background	NOUN
sc-3211	67	8	service	service	NOUN
sc-3211	67	9	layer	layer	NOUN
sc-3211	67	10	that	that	PRON
sc-3211	67	11	is	be	AUX
sc-3211	67	12	built	build	VERB
sc-3211	67	13	to	to	PART
sc-3211	67	14	standardize	standardize	VERB
sc-3211	67	15	all	all	DET
sc-3211	67	16	types	type	NOUN
sc-3211	67	17	of	of	ADP
sc-3211	67	18	data	datum	NOUN
sc-3211	67	19	.	.	PUNCT
sc-3211	68	1	the	the	DET
sc-3211	68	2	input	input	NOUN
sc-3211	68	3	query	query	NOUN
sc-3211	68	4	data	datum	NOUN
sc-3211	68	5	is	be	AUX
sc-3211	68	6	very	very	ADV
sc-3211	68	7	diverse	diverse	ADJ
sc-3211	68	8	,	,	PUNCT
sc-3211	68	9	and	and	CCONJ
sc-3211	68	10	the	the	DET
sc-3211	68	11	system	system	NOUN
sc-3211	68	12	allows	allow	VERB
sc-3211	68	13	for	for	ADP
sc-3211	68	14	data	datum	NOUN
sc-3211	68	15	retrieval	retrieval	NOUN
sc-3211	68	16	from	from	ADP
sc-3211	68	17	video	video	NOUN
sc-3211	68	18	files	file	NOUN
sc-3211	68	19	by	by	ADP
sc-3211	68	20	directly	directly	ADV
sc-3211	68	21	connecting	connect	VERB
sc-3211	68	22	to	to	ADP
sc-3211	68	23	the	the	DET
sc-3211	68	24	source	source	NOUN
sc-3211	68	25	device	device	NOUN
sc-3211	68	26	,	,	PUNCT
sc-3211	68	27	or	or	CCONJ
sc-3211	68	28	by	by	ADP
sc-3211	68	29	retrieving	retrieve	VERB
sc-3211	68	30	data	datum	NOUN
sc-3211	68	31	through	through	ADP
sc-3211	68	32	an	an	DET
sc-3211	68	33	address	address	NOUN
sc-3211	68	34	,	,	PUNCT
sc-3211	68	35	or	or	CCONJ
sc-3211	68	36	by	by	ADP
sc-3211	68	37	retrieving	retrieve	VERB
sc-3211	68	38	through	through	ADP
sc-3211	68	39	a	a	DET
sc-3211	68	40	metadata	metadata	ADJ
sc-3211	68	41	query	query	NOUN
sc-3211	68	42	request	request	NOUN
sc-3211	68	43	(	(	PUNCT
sc-3211	68	44	this	this	PRON
sc-3211	68	45	is	be	AUX
sc-3211	68	46	complex	complex	ADJ
sc-3211	68	47	data	datum	NOUN
sc-3211	68	48	with	with	ADP
sc-3211	68	49	multiple	multiple	ADJ
sc-3211	68	50	fields	field	NOUN
sc-3211	68	51	of	of	ADP
sc-3211	68	52	information	information	NOUN
sc-3211	68	53	)	)	PUNCT
sc-3211	68	54	.	.	PUNCT
sc-3211	69	1	in	in	ADP
sc-3211	69	2	addition	addition	NOUN
sc-3211	69	3	,	,	PUNCT
sc-3211	69	4	the	the	DET
sc-3211	69	5	data	datum	NOUN
sc-3211	69	6	will	will	AUX
sc-3211	69	7	be	be	AUX
sc-3211	69	8	stored	store	VERB
sc-3211	69	9	in	in	ADP
sc-3211	69	10	the	the	DET
sc-3211	69	11	cloud	cloud	NOUN
sc-3211	69	12	through	through	ADP
sc-3211	69	13	protocols	protocol	NOUN
sc-3211	69	14	such	such	ADJ
sc-3211	69	15	as	as	ADP
sc-3211	69	16	rabitmq	rabitmq	NOUN
sc-3211	69	17	and	and	CCONJ
sc-3211	69	18	nosql	nosql	ADJ
sc-3211	69	19	databases	database	NOUN
sc-3211	69	20	such	such	ADJ
sc-3211	69	21	as	as	ADP
sc-3211	69	22	mongodb	mongodb	NOUN
sc-3211	69	23	,	,	PUNCT
sc-3211	69	24	firebase	firebase	NOUN
sc-3211	69	25	,	,	PUNCT
sc-3211	69	26	etc	etc	X
sc-3211	69	27	.	.	X
sc-3211	69	28	application	application	NOUN
sc-3211	69	29	arrays	array	VERB
sc-3211	69	30	such	such	ADJ
sc-3211	69	31	as	as	ADP
sc-3211	69	32	vehicle	vehicle	NOUN
sc-3211	69	33	recognition	recognition	NOUN
sc-3211	69	34	,	,	PUNCT
sc-3211	69	35	vehicle	vehicle	NOUN
sc-3211	69	36	counting	counting	NOUN
sc-3211	69	37	,	,	PUNCT
sc-3211	69	38	pedestrian	pedestrian	NOUN
sc-3211	69	39	detection	detection	NOUN
sc-3211	69	40	,	,	PUNCT
sc-3211	69	41	etc	etc	X
sc-3211	69	42	.	.	X
sc-3211	69	43	will	will	AUX
sc-3211	69	44	be	be	AUX
sc-3211	69	45	able	able	ADJ
sc-3211	69	46	to	to	PART
sc-3211	69	47	connect	connect	VERB
sc-3211	69	48	to	to	ADP
sc-3211	69	49	the	the	DET
sc-3211	69	50	system	system	NOUN
sc-3211	69	51	.	.	PUNCT
sc-3211	70	1	the	the	DET
sc-3211	70	2	video	video	NOUN
sc-3211	70	3	streams	stream	NOUN
sc-3211	70	4	are	be	AUX
sc-3211	70	5	first	first	ADV
sc-3211	70	6	fetched	fetch	VERB
sc-3211	70	7	from	from	ADP
sc-3211	70	8	the	the	DET
sc-3211	70	9	cloud	cloud	NOUN
sc-3211	70	10	storage	storage	NOUN
sc-3211	70	11	and	and	CCONJ
sc-3211	70	12	decoded	decode	VERB
sc-3211	70	13	to	to	PART
sc-3211	70	14	extract	extract	VERB
sc-3211	70	15	individual	individual	ADJ
sc-3211	70	16	video	video	NOUN
sc-3211	70	17	frames	frame	NOUN
sc-3211	70	18	.	.	PUNCT
sc-3211	71	1	each	each	DET
sc-3211	71	2	frame	frame	NOUN
sc-3211	71	3	is	be	AUX
sc-3211	71	4	then	then	ADV
sc-3211	71	5	processed	process	VERB
sc-3211	71	6	separately	separately	ADV
sc-3211	71	7	to	to	PART
sc-3211	71	8	detect	detect	VERB
sc-3211	71	9	and	and	CCONJ
sc-3211	71	10	recognize	recognize	VERB
sc-3211	71	11	objects	object	NOUN
sc-3211	71	12	.	.	PUNCT
sc-3211	72	1	this	this	DET
sc-3211	72	2	approach	approach	NOUN
sc-3211	72	3	allows	allow	VERB
sc-3211	72	4	for	for	ADP
sc-3211	72	5	processing	process	VERB
sc-3211	72	6	individual	individual	ADJ
sc-3211	72	7	frames	frame	NOUN
sc-3211	72	8	on	on	ADP
sc-3211	72	9	cloud	cloud	ADJ
sc-3211	72	10	resources	resource	NOUN
sc-3211	72	11	,	,	PUNCT
sc-3211	72	12	resulting	result	VERB
sc-3211	72	13	in	in	ADP
sc-3211	72	14	highly	highly	ADV
sc-3211	72	15	informative	informative	ADJ
sc-3211	72	16	and	and	CCONJ
sc-3211	72	17	scalable	scalable	ADJ
sc-3211	72	18	information	information	NOUN
sc-3211	72	19	.	.	PUNCT
sc-3211	73	1	the	the	DET
sc-3211	73	2	analysed	analyse	VERB
sc-3211	73	3	data	datum	NOUN
sc-3211	73	4	can	can	AUX
sc-3211	73	5	be	be	AUX
sc-3211	73	6	used	use	VERB
sc-3211	73	7	in	in	ADP
sc-3211	73	8	transportation	transportation	NOUN
sc-3211	73	9	fields	field	NOUN
sc-3211	73	10	such	such	ADJ
sc-3211	73	11	as	as	ADP
sc-3211	73	12	traffic	traffic	NOUN
sc-3211	73	13	flow	flow	NOUN
sc-3211	73	14	analysis	analysis	NOUN
sc-3211	73	15	,	,	PUNCT
sc-3211	73	16	red	red	ADJ
sc-3211	73	17	light	light	NOUN
sc-3211	73	18	violation	violation	NOUN
sc-3211	73	19	detection	detection	NOUN
sc-3211	73	20	,	,	PUNCT
sc-3211	73	21	etc	etc	X
sc-3211	73	22	.	.	X
sc-3211	73	23	to	to	PART
sc-3211	73	24	experiment	experiment	VERB
sc-3211	73	25	with	with	ADP
sc-3211	73	26	the	the	DET
sc-3211	73	27	proposed	propose	VERB
sc-3211	73	28	architecture	architecture	NOUN
sc-3211	73	29	,	,	PUNCT
sc-3211	73	30	we	we	PRON
sc-3211	73	31	are	be	AUX
sc-3211	73	32	used	use	VERB
sc-3211	73	33	input	input	NOUN
sc-3211	73	34	data	datum	NOUN
sc-3211	73	35	from	from	ADP
sc-3211	73	36	the	the	DET
sc-3211	73	37	system	system	NOUN
sc-3211	73	38	,	,	PUNCT
sc-3211	73	39	including	include	VERB
sc-3211	73	40	videos	video	NOUN
sc-3211	73	41	obtained	obtain	VERB
sc-3211	73	42	from	from	ADP
sc-3211	73	43	cameras	camera	NOUN
sc-3211	73	44	placed	place	VERB
sc-3211	73	45	at	at	ADP
sc-3211	73	46	street	street	NOUN
sc-3211	73	47	corners	corner	NOUN
sc-3211	73	48	in	in	ADP
sc-3211	73	49	downtown	downtown	NOUN
sc-3211	73	50	da	da	PROPN
sc-3211	73	51	nang	nang	PROPN
sc-3211	73	52	.	.	PUNCT
sc-3211	74	1	after	after	ADP
sc-3211	74	2	obtaining	obtain	VERB
sc-3211	74	3	this	this	DET
sc-3211	74	4	data	datum	NOUN
sc-3211	74	5	,	,	PUNCT
sc-3211	74	6	the	the	DET
sc-3211	74	7	system	system	NOUN
sc-3211	74	8	will	will	AUX
sc-3211	74	9	process	process	VERB
sc-3211	74	10	it	it	PRON
sc-3211	74	11	to	to	PART
sc-3211	74	12	extract	extract	VERB
sc-3211	74	13	individual	individual	ADJ
sc-3211	74	14	frames	frame	NOUN
sc-3211	74	15	from	from	ADP
sc-3211	74	16	each	each	DET
sc-3211	74	17	video	video	NOUN
sc-3211	74	18	.	.	PUNCT
sc-3211	75	1	each	each	DET
sc-3211	75	2	frame	frame	NOUN
sc-3211	75	3	will	will	AUX
sc-3211	75	4	be	be	AUX
sc-3211	75	5	processed	process	VERB
sc-3211	75	6	by	by	ADP
sc-3211	75	7	a	a	DET
sc-3211	75	8	background	background	NOUN
sc-3211	75	9	subtraction	subtraction	NOUN
sc-3211	75	10	method	method	NOUN
sc-3211	75	11	to	to	PART
sc-3211	75	12	transform	transform	VERB
sc-3211	75	13	the	the	DET
sc-3211	75	14	original	original	ADJ
sc-3211	75	15	image	image	NOUN
sc-3211	75	16	(	(	PUNCT
sc-3211	75	17	with	with	ADP
sc-3211	75	18	color	color	NOUN
sc-3211	75	19	)	)	PUNCT
sc-3211	75	20	into	into	ADP
sc-3211	75	21	a	a	DET
sc-3211	75	22	binary	binary	ADJ
sc-3211	75	23	mask	mask	NOUN
sc-3211	75	24	containing	contain	VERB
sc-3211	75	25	only	only	ADV
sc-3211	75	26	two	two	NUM
sc-3211	75	27	types	type	NOUN
sc-3211	75	28	of	of	ADP
sc-3211	75	29	pixels	pixel	NOUN
sc-3211	75	30	:	:	PUNCT
sc-3211	75	31	black	black	ADJ
sc-3211	75	32	and	and	CCONJ
sc-3211	75	33	white	white	ADJ
sc-3211	75	34	.	.	PUNCT
sc-3211	76	1	in	in	ADP
sc-3211	76	2	this	this	DET
sc-3211	76	3	case	case	NOUN
sc-3211	76	4	,	,	PUNCT
sc-3211	76	5	black	black	ADJ
sc-3211	76	6	pixels	pixel	NOUN
sc-3211	76	7	correspond	correspond	VERB
sc-3211	76	8	to	to	ADP
sc-3211	76	9	the	the	DET
sc-3211	76	10	background	background	NOUN
sc-3211	76	11	and	and	CCONJ
sc-3211	76	12	white	white	ADJ
sc-3211	76	13	pixels	pixel	NOUN
sc-3211	76	14	correspond	correspond	VERB
sc-3211	76	15	to	to	ADP
sc-3211	76	16	the	the	DET
sc-3211	76	17	foreground	foreground	NOUN
sc-3211	76	18	.	.	PUNCT
sc-3211	77	1	the	the	DET
sc-3211	77	2	next	next	ADJ
sc-3211	77	3	step	step	NOUN
sc-3211	77	4	uses	use	VERB
sc-3211	77	5	the	the	DET
sc-3211	77	6	obtained	obtain	VERB
sc-3211	77	7	image	image	NOUN
sc-3211	77	8	along	along	ADP
sc-3211	77	9	with	with	ADP
sc-3211	77	10	the	the	DET
sc-3211	77	11	object	object	NOUN
sc-3211	77	12	recognition	recognition	NOUN
sc-3211	77	13	method	method	NOUN
sc-3211	77	14	to	to	PART
sc-3211	77	15	segment	segment	NOUN
sc-3211	77	16	moving	move	VERB
sc-3211	77	17	objects	object	NOUN
sc-3211	77	18	.	.	PUNCT
sc-3211	78	1	based	base	VERB
sc-3211	78	2	on	on	ADP
sc-3211	78	3	the	the	DET
sc-3211	78	4	height	height	NOUN
sc-3211	78	5	and	and	CCONJ
sc-3211	78	6	width	width	NOUN
sc-3211	78	7	of	of	ADP
sc-3211	78	8	the	the	DET
sc-3211	78	9	detected	detect	VERB
sc-3211	78	10	objects	object	NOUN
sc-3211	78	11	,	,	PUNCT
sc-3211	78	12	we	we	PRON
sc-3211	78	13	can	can	AUX
sc-3211	78	14	determine	determine	VERB
sc-3211	78	15	if	if	SCONJ
sc-3211	78	16	they	they	PRON
sc-3211	78	17	meet	meet	VERB
sc-3211	78	18	the	the	DET
sc-3211	78	19	requirements	requirement	NOUN
sc-3211	78	20	or	or	CCONJ
sc-3211	78	21	not	not	PART
sc-3211	78	22	.	.	PUNCT
sc-3211	79	1	if	if	SCONJ
sc-3211	79	2	yes	yes	INTJ
sc-3211	79	3	,	,	PUNCT
sc-3211	79	4	the	the	DET
sc-3211	79	5	total	total	ADJ
sc-3211	79	6	number	number	NOUN
sc-3211	79	7	of	of	ADP
sc-3211	79	8	counted	count	VERB
sc-3211	79	9	vehicles	vehicle	NOUN
sc-3211	79	10	is	be	AUX
sc-3211	79	11	increased	increase	VERB
sc-3211	79	12	,	,	PUNCT
sc-3211	79	13	and	and	CCONJ
sc-3211	79	14	finally	finally	ADV
sc-3211	79	15	,	,	PUNCT
sc-3211	79	16	the	the	DET
sc-3211	79	17	total	total	ADJ
sc-3211	79	18	number	number	NOUN
sc-3211	79	19	of	of	ADP
sc-3211	79	20	vehicles	vehicle	NOUN
sc-3211	79	21	is	be	AUX
sc-3211	79	22	displayed	display	VERB
sc-3211	79	23	on	on	ADP
sc-3211	79	24	the	the	DET
sc-3211	79	25	screen	screen	NOUN
sc-3211	79	26	.	.	PUNCT
sc-3211	80	1	the	the	DET
sc-3211	80	2	proposed	propose	VERB
sc-3211	80	3	model	model	NOUN
sc-3211	80	4	in	in	ADP
sc-3211	80	5	this	this	DET
sc-3211	80	6	paper	paper	NOUN
sc-3211	80	7	is	be	AUX
sc-3211	80	8	illustrated	illustrate	VERB
sc-3211	80	9	in	in	ADP
sc-3211	80	10	figure	figure	NOUN
sc-3211	80	11	2	2	NUM
sc-3211	80	12	.	.	PUNCT
sc-3211	80	13	figure	figure	NOUN
sc-3211	80	14	1	1	NUM
sc-3211	80	15	.	.	PUNCT
sc-3211	80	16	system	system	NOUN
sc-3211	80	17	architecture	architecture	NOUN
sc-3211	80	18	–	–	PUNCT
sc-3211	80	19	haivan	haivan	NOUN
sc-3211	80	20	-	-	PUNCT
sc-3211	80	21	cva	cva	NOUN
sc-3211	80	22	system	system	NOUN
sc-3211	80	23	.	.	PUNCT
sc-3211	81	1	eai	eai	PROPN
sc-3211	81	2	endorsed	endorse	VERB
sc-3211	81	3	transactions	transaction	NOUN
sc-3211	81	4	on	on	ADP
sc-3211	81	5	smart	smart	ADJ
sc-3211	81	6	cities	city	NOUN
sc-3211	81	7	|	|	ADV
sc-3211	81	8	volume	volume	VERB
sc-3211	81	9	7	7	NUM
sc-3211	81	10	|	|	NOUN
sc-3211	81	11	issue	issue	VERB
sc-3211	81	12	3	3	NUM
sc-3211	82	1	|	|	CCONJ
sc-3211	82	2	2023	2023	NUM
sc-3211	82	3	|	|	NOUN
sc-3211	82	4	mien	mien	VERB
sc-3211	82	5	doan	doan	PROPN
sc-3211	82	6	phuoc	phuoc	NOUN
sc-3211	82	7	,	,	PUNCT
sc-3211	82	8	vu	vu	PROPN
sc-3211	82	9	tran	tran	PROPN
sc-3211	82	10	the	the	DET
sc-3211	82	11	and	and	CCONJ
sc-3211	82	12	sy	sy	PROPN
sc-3211	82	13	ngo	ngo	PROPN
sc-3211	82	14	van	van	PROPN
sc-3211	82	15	4	4	NUM
sc-3211	82	16	figure	figure	NOUN
sc-3211	82	17	2	2	NUM
sc-3211	82	18	.	.	PUNCT
sc-3211	83	1	the	the	DET
sc-3211	83	2	vehicle	vehicle	NOUN
sc-3211	83	3	counting	counting	NOUN
sc-3211	83	4	system	system	NOUN
sc-3211	83	5	utilizes	utilize	VERB
sc-3211	83	6	the	the	DET
sc-3211	83	7	proposed	propose	VERB
sc-3211	83	8	big	big	ADJ
sc-3211	83	9	data	datum	NOUN
sc-3211	83	10	architecture	architecture	NOUN
sc-3211	83	11	.	.	PUNCT
sc-3211	84	1	3	3	X
sc-3211	84	2	.	.	X
sc-3211	84	3	experimental	experimental	ADJ
sc-3211	84	4	results	result	NOUN
sc-3211	84	5	in	in	ADP
sc-3211	84	6	this	this	DET
sc-3211	84	7	paper	paper	NOUN
sc-3211	84	8	,	,	PUNCT
sc-3211	84	9	to	to	PART
sc-3211	84	10	demonstrate	demonstrate	VERB
sc-3211	84	11	the	the	DET
sc-3211	84	12	effectiveness	effectiveness	NOUN
sc-3211	84	13	of	of	ADP
sc-3211	84	14	the	the	DET
sc-3211	84	15	proposed	propose	VERB
sc-3211	84	16	model	model	NOUN
sc-3211	84	17	for	for	ADP
sc-3211	84	18	building	build	VERB
sc-3211	84	19	a	a	DET
sc-3211	84	20	large	large	ADJ
sc-3211	84	21	-	-	PUNCT
sc-3211	84	22	scale	scale	NOUN
sc-3211	84	23	data	datum	NOUN
sc-3211	84	24	analytics	analytic	NOUN
sc-3211	84	25	architecture	architecture	NOUN
sc-3211	84	26	,	,	PUNCT
sc-3211	84	27	a	a	DET
sc-3211	84	28	testing	testing	NOUN
sc-3211	84	29	system	system	NOUN
sc-3211	84	30	was	be	AUX
sc-3211	84	31	constructed	construct	VERB
sc-3211	84	32	using	use	VERB
sc-3211	84	33	a	a	DET
sc-3211	84	34	vehicle	vehicle	NOUN
sc-3211	84	35	counting	counting	NOUN
sc-3211	84	36	application	application	NOUN
sc-3211	84	37	.	.	PUNCT
sc-3211	85	1	this	this	DET
sc-3211	85	2	application	application	NOUN
sc-3211	85	3	was	be	AUX
sc-3211	85	4	implemented	implement	VERB
sc-3211	85	5	using	use	VERB
sc-3211	85	6	a	a	DET
sc-3211	85	7	background	background	NOUN
sc-3211	85	8	subtraction	subtraction	NOUN
sc-3211	85	9	solution	solution	NOUN
sc-3211	85	10	combined	combine	VERB
sc-3211	85	11	with	with	ADP
sc-3211	85	12	blob	blob	ADJ
sc-3211	85	13	detection	detection	NOUN
sc-3211	85	14	for	for	ADP
sc-3211	85	15	vehicle	vehicle	NOUN
sc-3211	85	16	recognition	recognition	NOUN
sc-3211	85	17	and	and	CCONJ
sc-3211	85	18	counting	counting	NOUN
sc-3211	85	19	.	.	PUNCT
sc-3211	86	1	the	the	DET
sc-3211	86	2	parameters	parameter	NOUN
sc-3211	86	3	were	be	AUX
sc-3211	86	4	then	then	ADV
sc-3211	86	5	extended	extend	VERB
sc-3211	86	6	to	to	PART
sc-3211	86	7	count	count	VERB
sc-3211	86	8	other	other	ADJ
sc-3211	86	9	types	type	NOUN
sc-3211	86	10	of	of	ADP
sc-3211	86	11	vehicles	vehicle	NOUN
sc-3211	86	12	.	.	PUNCT
sc-3211	87	1	3.1	3.1	NUM
sc-3211	87	2	.	.	PUNCT
sc-3211	87	3	experiment	experiment	NOUN
sc-3211	87	4	with	with	ADP
sc-3211	87	5	large	large	ADJ
sc-3211	87	6	-	-	PUNCT
sc-3211	87	7	scale	scale	NOUN
sc-3211	87	8	data	datum	NOUN
sc-3211	87	9	source	source	NOUN
sc-3211	87	10	data	datum	NOUN
sc-3211	87	11	source	source	NOUN
sc-3211	87	12	:	:	PUNCT
sc-3211	87	13	in	in	ADP
sc-3211	87	14	this	this	DET
sc-3211	87	15	paper	paper	NOUN
sc-3211	87	16	,	,	PUNCT
sc-3211	87	17	the	the	DET
sc-3211	87	18	data	datum	NOUN
sc-3211	87	19	source	source	NOUN
sc-3211	87	20	for	for	ADP
sc-3211	87	21	serving	serve	VERB
sc-3211	87	22	the	the	DET
sc-3211	87	23	selected	select	VERB
sc-3211	87	24	applications	application	NOUN
sc-3211	87	25	was	be	AUX
sc-3211	87	26	collected	collect	VERB
sc-3211	87	27	over	over	ADP
sc-3211	87	28	1	1	NUM
sc-3211	87	29	year	year	NOUN
sc-3211	87	30	from	from	ADP
sc-3211	87	31	surveillance	surveillance	NOUN
sc-3211	87	32	cameras	camera	NOUN
sc-3211	87	33	,	,	PUNCT
sc-3211	87	34	as	as	SCONJ
sc-3211	87	35	shown	show	VERB
sc-3211	87	36	in	in	ADP
sc-3211	87	37	figure	figure	NOUN
sc-3211	87	38	3	3	NUM
sc-3211	87	39	,	,	PUNCT
sc-3211	87	40	in	in	ADP
sc-3211	87	41	da	da	PROPN
sc-3211	87	42	nang	nang	PROPN
sc-3211	87	43	city	city	PROPN
sc-3211	87	44	.	.	PUNCT
sc-3211	88	1	each	each	DET
sc-3211	88	2	video	video	NOUN
sc-3211	88	3	has	have	VERB
sc-3211	88	4	a	a	DET
sc-3211	88	5	display	display	NOUN
sc-3211	88	6	time	time	NOUN
sc-3211	88	7	of	of	ADP
sc-3211	88	8	approximately	approximately	ADV
sc-3211	88	9	120	120	NUM
sc-3211	88	10	seconds	second	NOUN
sc-3211	88	11	and	and	CCONJ
sc-3211	88	12	is	be	AUX
sc-3211	88	13	formatted	format	VERB
sc-3211	88	14	according	accord	VERB
sc-3211	88	15	to	to	ADP
sc-3211	88	16	h.264	h.264	ADJ
sc-3211	88	17	standard	standard	NOUN
sc-3211	88	18	,	,	PUNCT
sc-3211	88	19	with	with	ADP
sc-3211	88	20	a	a	DET
sc-3211	88	21	frame	frame	NOUN
sc-3211	88	22	rate	rate	NOUN
sc-3211	88	23	of	of	ADP
sc-3211	88	24	18	18	NUM
sc-3211	88	25	frames	frame	NOUN
sc-3211	88	26	per	per	ADP
sc-3211	88	27	second	second	NOUN
sc-3211	88	28	.	.	PUNCT
sc-3211	89	1	the	the	DET
sc-3211	89	2	data	datum	NOUN
sc-3211	89	3	processing	processing	NOUN
sc-3211	89	4	rate	rate	NOUN
sc-3211	89	5	for	for	ADP
sc-3211	89	6	each	each	DET
sc-3211	89	7	video	video	NOUN
sc-3211	89	8	is	be	AUX
sc-3211	89	9	6.156	6.156	NUM
sc-3211	89	10	kbps	kbps	NOUN
sc-3211	89	11	.	.	PUNCT
sc-3211	90	1	each	each	DET
sc-3211	90	2	video	video	NOUN
sc-3211	90	3	is	be	AUX
sc-3211	90	4	divided	divide	VERB
sc-3211	90	5	into	into	ADP
sc-3211	90	6	about	about	ADV
sc-3211	90	7	3000	3000	NUM
sc-3211	90	8	frames	frame	NOUN
sc-3211	90	9	and	and	CCONJ
sc-3211	90	10	filtered	filter	VERB
sc-3211	90	11	down	down	ADP
sc-3211	90	12	to	to	ADP
sc-3211	90	13	approximately	approximately	ADV
sc-3211	90	14	120	120	NUM
sc-3211	90	15	frames	frame	NOUN
sc-3211	90	16	.	.	PUNCT
sc-3211	91	1	each	each	DET
sc-3211	91	2	frame	frame	NOUN
sc-3211	91	3	has	have	VERB
sc-3211	91	4	a	a	DET
sc-3211	91	5	size	size	NOUN
sc-3211	91	6	of	of	ADP
sc-3211	91	7	160	160	NUM
sc-3211	91	8	kb	kb	PROPN
sc-3211	91	9	.	.	PUNCT
sc-3211	92	1	figure	figure	VERB
sc-3211	92	2	3	3	NUM
sc-3211	92	3	.	.	PUNCT
sc-3211	92	4	camera	camera	NOUN
sc-3211	92	5	source	source	NOUN
sc-3211	92	6	hardware	hardware	NOUN
sc-3211	92	7	configuration	configuration	NOUN
sc-3211	92	8	:	:	PUNCT
sc-3211	92	9	the	the	DET
sc-3211	92	10	configuration	configuration	NOUN
sc-3211	92	11	of	of	ADP
sc-3211	92	12	the	the	DET
sc-3211	92	13	client	client	NOUN
sc-3211	92	14	machine	machine	NOUN
sc-3211	92	15	is	be	AUX
sc-3211	92	16	as	as	SCONJ
sc-3211	92	17	follows	follow	VERB
sc-3211	92	18	:	:	PUNCT
sc-3211	92	19	intel	intel	PROPN
sc-3211	92	20	core	core	PROPN
sc-3211	92	21	i5	i5	PROPN
sc-3211	92	22	m	m	PROPN
sc-3211	92	23	520	520	NUM
sc-3211	92	24	@	@	ADP
sc-3211	92	25	2.40ghz	2.40ghz	NUM
sc-3211	92	26	x	x	SYM
sc-3211	92	27	4	4	NUM
sc-3211	92	28	cpu	cpu	NOUN
sc-3211	92	29	,	,	PUNCT
sc-3211	92	30	8	8	NUM
sc-3211	92	31	gb	gb	NOUN
sc-3211	92	32	ram	ram	NOUN
sc-3211	92	33	,	,	PUNCT
sc-3211	92	34	120	120	NUM
sc-3211	92	35	gb	gb	NOUN
sc-3211	92	36	ssd	ssd	NOUN
sc-3211	92	37	storage	storage	NOUN
sc-3211	92	38	.	.	PUNCT
sc-3211	93	1	it	it	PRON
sc-3211	93	2	runs	run	VERB
sc-3211	93	3	ubuntu	ubuntu	ADJ
sc-3211	93	4	32	32	NUM
sc-3211	93	5	-	-	PUNCT
sc-3211	93	6	bit	bit	NOUN
sc-3211	93	7	operating	operate	VERB
sc-3211	93	8	system	system	NOUN
sc-3211	93	9	.	.	PUNCT
sc-3211	94	1	for	for	ADP
sc-3211	94	2	the	the	DET
sc-3211	94	3	project	project	NOUN
sc-3211	94	4	,	,	PUNCT
sc-3211	94	5	three	three	NUM
sc-3211	94	6	virtual	virtual	ADJ
sc-3211	94	7	servers	server	NOUN
sc-3211	94	8	were	be	AUX
sc-3211	94	9	set	set	VERB
sc-3211	94	10	up	up	ADP
sc-3211	94	11	on	on	ADP
sc-3211	94	12	cloud	cloud	NOUN
sc-3211	94	13	computing	computing	NOUN
sc-3211	94	14	with	with	ADP
sc-3211	94	15	ubuntu	ubuntu	ADJ
sc-3211	94	16	operating	operating	NOUN
sc-3211	94	17	system	system	NOUN
sc-3211	94	18	,	,	PUNCT
sc-3211	94	19	each	each	PRON
sc-3211	94	20	having	have	VERB
sc-3211	94	21	1	1	NUM
sc-3211	94	22	gb	gb	NOUN
sc-3211	94	23	processing	processing	NOUN
sc-3211	94	24	speed	speed	NOUN
sc-3211	94	25	and	and	CCONJ
sc-3211	94	26	897	897	NUM
sc-3211	94	27	gb	gb	NOUN
sc-3211	94	28	storage	storage	NOUN
sc-3211	94	29	capacity	capacity	NOUN
sc-3211	94	30	.	.	PUNCT
sc-3211	95	1	in	in	ADP
sc-3211	95	2	addition	addition	NOUN
sc-3211	95	3	,	,	PUNCT
sc-3211	95	4	five	five	NUM
sc-3211	95	5	amazon	amazon	NOUN
sc-3211	95	6	ec2	ec2	PROPN
sc-3211	95	7	web	web	NOUN
sc-3211	95	8	services	service	NOUN
sc-3211	95	9	were	be	AUX
sc-3211	95	10	used	use	VERB
sc-3211	95	11	to	to	PART
sc-3211	95	12	run	run	VERB
sc-3211	95	13	the	the	DET
sc-3211	95	14	vehicle	vehicle	NOUN
sc-3211	95	15	counting	counting	NOUN
sc-3211	95	16	applications	application	NOUN
sc-3211	95	17	,	,	PUNCT
sc-3211	95	18	and	and	CCONJ
sc-3211	95	19	five	five	NUM
sc-3211	95	20	amazon	amazon	NOUN
sc-3211	95	21	ec2	ec2	PROPN
sc-3211	95	22	web	web	NOUN
sc-3211	95	23	services	service	NOUN
sc-3211	95	24	were	be	AUX
sc-3211	95	25	used	use	VERB
sc-3211	95	26	to	to	PART
sc-3211	95	27	run	run	VERB
sc-3211	95	28	the	the	DET
sc-3211	95	29	pedestrian	pedestrian	NOUN
sc-3211	95	30	detection	detection	NOUN
sc-3211	95	31	applications	application	NOUN
sc-3211	95	32	.	.	PUNCT
sc-3211	96	1	the	the	DET
sc-3211	96	2	configuration	configuration	NOUN
sc-3211	96	3	of	of	ADP
sc-3211	96	4	the	the	DET
sc-3211	96	5	amazon	amazon	NOUN
sc-3211	96	6	ec2	ec2	PROPN
sc-3211	96	7	web	web	NOUN
sc-3211	96	8	servers	server	NOUN
sc-3211	96	9	is	be	AUX
sc-3211	96	10	shown	show	VERB
sc-3211	96	11	in	in	ADP
sc-3211	96	12	figure	figure	NOUN
sc-3211	96	13	4	4	NUM
sc-3211	96	14	.	.	PUNCT
sc-3211	97	1	eai	eai	PROPN
sc-3211	97	2	endorsed	endorse	VERB
sc-3211	97	3	transactions	transaction	NOUN
sc-3211	97	4	on	on	ADP
sc-3211	97	5	smart	smart	ADJ
sc-3211	97	6	cities	city	NOUN
sc-3211	97	7	|	|	ADV
sc-3211	97	8	volume	volume	VERB
sc-3211	97	9	7	7	NUM
sc-3211	97	10	|	|	NOUN
sc-3211	97	11	issue	issue	VERB
sc-3211	97	12	3	3	NUM
sc-3211	97	13	|	|	CCONJ
sc-3211	97	14	2023	2023	NUM
sc-3211	98	1	|	|	NOUN
sc-3211	98	2	vehicle	vehicle	NOUN
sc-3211	98	3	counting	counting	NOUN
sc-3211	98	4	application	application	NOUN
sc-3211	98	5	utilizing	utilize	VERB
sc-3211	98	6	background	background	NOUN
sc-3211	98	7	subtraction	subtraction	NOUN
sc-3211	98	8	method	method	NOUN
sc-3211	98	9	with	with	ADP
sc-3211	98	10	large	large	ADJ
sc-3211	98	11	-	-	PUNCT
sc-3211	98	12	scale	scale	NOUN
sc-3211	98	13	camera	camera	NOUN
sc-3211	98	14	data	datum	NOUN
sc-3211	98	15	5	5	NUM
sc-3211	98	16	figure	figure	NOUN
sc-3211	98	17	4	4	NUM
sc-3211	98	18	.	.	PUNCT
sc-3211	98	19	query	query	NOUN
sc-3211	98	20	request	request	NOUN
sc-3211	98	21	information	information	NOUN
sc-3211	98	22	.	.	PUNCT
sc-3211	99	1	query	query	NOUN
sc-3211	99	2	data	datum	NOUN
sc-3211	99	3	from	from	ADP
sc-3211	99	4	surveillance	surveillance	NOUN
sc-3211	99	5	cameras	camera	NOUN
sc-3211	99	6	:	:	PUNCT
sc-3211	99	7	in	in	ADP
sc-3211	99	8	this	this	DET
sc-3211	99	9	project	project	NOUN
sc-3211	99	10	,	,	PUNCT
sc-3211	99	11	nodejs	nodejs	NOUN
sc-3211	99	12	is	be	AUX
sc-3211	99	13	used	use	VERB
sc-3211	99	14	for	for	ADP
sc-3211	99	15	querying	query	VERB
sc-3211	99	16	surveillance	surveillance	NOUN
sc-3211	99	17	cameras	camera	NOUN
sc-3211	99	18	.	.	PUNCT
sc-3211	100	1	the	the	DET
sc-3211	100	2	variables	variable	NOUN
sc-3211	100	3	and	and	CCONJ
sc-3211	100	4	metadata	metadata	ADJ
sc-3211	100	5	queries	query	NOUN
sc-3211	100	6	are	be	AUX
sc-3211	100	7	declared	declare	VERB
sc-3211	100	8	as	as	SCONJ
sc-3211	100	9	shown	show	VERB
sc-3211	100	10	in	in	ADP
sc-3211	100	11	table	table	NOUN
sc-3211	100	12	1	1	NUM
sc-3211	100	13	.	.	PUNCT
sc-3211	101	1	the	the	DET
sc-3211	101	2	results	result	NOUN
sc-3211	101	3	after	after	ADP
sc-3211	101	4	querying	query	VERB
sc-3211	101	5	with	with	ADP
sc-3211	101	6	the	the	DET
sc-3211	101	7	"	"	PUNCT
sc-3211	101	8	url	url	NOUN
sc-3211	101	9	"	"	PUNCT
sc-3211	101	10	as	as	SCONJ
sc-3211	101	11	"	"	PUNCT
sc-3211	101	12	http://haivandn.com.vn:3000	http://haivandn.com.vn:3000	NOUN
sc-3211	101	13	"	"	PUNCT
sc-3211	101	14	are	be	AUX
sc-3211	101	15	shown	show	VERB
sc-3211	101	16	in	in	ADP
sc-3211	101	17	figure	figure	NOUN
sc-3211	101	18	5	5	NUM
sc-3211	101	19	.	.	PUNCT
sc-3211	101	20	figure	figure	NOUN
sc-3211	101	21	5	5	NUM
sc-3211	101	22	.	.	PUNCT
sc-3211	102	1	camera	camera	NOUN
sc-3211	102	2	addresses	address	NOUN
sc-3211	102	3	from	from	ADP
sc-3211	102	4	the	the	DET
sc-3211	102	5	provider	provider	NOUN
sc-3211	102	6	for	for	ADP
sc-3211	102	7	example	example	NOUN
sc-3211	102	8	,	,	PUNCT
sc-3211	102	9	to	to	PART
sc-3211	102	10	view	view	VERB
sc-3211	102	11	the	the	DET
sc-3211	102	12	camera	camera	NOUN
sc-3211	102	13	at	at	ADP
sc-3211	102	14	point	point	NOUN
sc-3211	102	15	2co2	2co2	NUM
sc-3211	102	16	...	...	PUNCT
sc-3211	103	1	ng33	ng33	PROPN
sc-3211	103	2	,	,	PUNCT
sc-3211	103	3	the	the	DET
sc-3211	103	4	query	query	NOUN
sc-3211	103	5	address	address	NOUN
sc-3211	103	6	would	would	AUX
sc-3211	103	7	be	be	AUX
sc-3211	103	8	:	:	PUNCT
sc-3211	103	9	url/	url/	PROPN
sc-3211	103	10	camera/2co2	camera/2co2	PROPN
sc-3211	103	11	...	...	PUNCT
sc-3211	104	1	ng33	ng33	NOUN
sc-3211	104	2	/	/	SYM
sc-3211	104	3	list	list	NOUN
sc-3211	104	4	/	/	SYM
sc-3211	104	5	now	now	ADV
sc-3211	104	6	•	•	NOUN
sc-3211	104	7	download	download	NOUN
sc-3211	104	8	videos	video	NOUN
sc-3211	104	9	to	to	ADP
sc-3211	104	10	a	a	DET
sc-3211	104	11	local	local	ADJ
sc-3211	104	12	machine	machine	NOUN
sc-3211	104	13	from	from	ADP
sc-3211	104	14	cloud	cloud	NOUN
sc-3211	104	15	service	service	NOUN
sc-3211	104	16	using	use	VERB
sc-3211	104	17	the	the	DET
sc-3211	104	18	address	address	NOUN
sc-3211	104	19	:	:	PUNCT
sc-3211	104	20	url	url	X
sc-3211	104	21	/	/	SYM
sc-3211	104	22	camera/:cameraname/.	camera/:cameraname/.	ADV
sc-3211	104	23	the	the	DET
sc-3211	104	24	request	request	NOUN
sc-3211	104	25	will	will	AUX
sc-3211	104	26	be	be	AUX
sc-3211	104	27	processed	process	VERB
sc-3211	104	28	and	and	CCONJ
sc-3211	104	29	allowed	allow	VERB
sc-3211	104	30	for	for	ADP
sc-3211	104	31	downloading	download	VERB
sc-3211	104	32	.	.	PUNCT
sc-3211	105	1	extracted	extract	VERB
sc-3211	105	2	videos	video	NOUN
sc-3211	105	3	will	will	AUX
sc-3211	105	4	be	be	AUX
sc-3211	105	5	temporarily	temporarily	ADV
sc-3211	105	6	stored	store	VERB
sc-3211	105	7	and	and	CCONJ
sc-3211	105	8	automatically	automatically	ADV
sc-3211	105	9	deleted	delete	VERB
sc-3211	105	10	after	after	ADP
sc-3211	105	11	3	3	NUM
sc-3211	105	12	days	day	NOUN
sc-3211	105	13	from	from	ADP
sc-3211	105	14	the	the	DET
sc-3211	105	15	requested	request	VERB
sc-3211	105	16	date	date	NOUN
sc-3211	105	17	.	.	PUNCT
sc-3211	106	1	the	the	DET
sc-3211	106	2	variables	variable	NOUN
sc-3211	106	3	to	to	PART
sc-3211	106	4	access	access	VERB
sc-3211	106	5	camera	camera	NOUN
sc-3211	106	6	points	point	NOUN
sc-3211	106	7	through	through	ADP
sc-3211	106	8	the	the	DET
sc-3211	106	9	background	background	NOUN
sc-3211	106	10	data	datum	NOUN
sc-3211	106	11	processing	processing	NOUN
sc-3211	106	12	layer	layer	NOUN
sc-3211	106	13	at	at	ADP
sc-3211	106	14	the	the	DET
sc-3211	106	15	address	address	NOUN
sc-3211	106	16	http://35.185.26	http://35.185.26	PROPN
sc-3211	106	17	.	.	PUNCT
sc-3211	107	1	121:9000	121:9000	NUM
sc-3211	107	2	/	/	SYM
sc-3211	107	3	global	global	ADJ
sc-3211	107	4	-	-	PUNCT
sc-3211	107	5	management	management	NOUN
sc-3211	107	6	-	-	PUNCT
sc-3211	107	7	service1.0	service1.0	NOUN
sc-3211	107	8	are	be	AUX
sc-3211	107	9	shown	show	VERB
sc-3211	107	10	in	in	ADP
sc-3211	107	11	figure	figure	NOUN
sc-3211	107	12	6	6	NUM
sc-3211	107	13	.	.	PUNCT
sc-3211	108	1	figure	figure	NOUN
sc-3211	108	2	6	6	NUM
sc-3211	108	3	.	.	PUNCT
sc-3211	109	1	define	define	VERB
sc-3211	109	2	api	api	NOUN
sc-3211	109	3	table	table	NOUN
sc-3211	109	4	1	1	NUM
sc-3211	109	5	.	.	PUNCT
sc-3211	110	1	explanation	explanation	NOUN
sc-3211	110	2	of	of	ADP
sc-3211	110	3	data	data	PROPN
sc-3211	110	4	retrieval	retrieval	NOUN
sc-3211	110	5	information	information	NOUN
sc-3211	110	6	field	field	NOUN
sc-3211	110	7	type	type	NOUN
sc-3211	110	8	description	description	NOUN
sc-3211	110	9	_	_	PUNCT
sc-3211	111	1	i	i	NOUN
sc-3211	111	2	d	d	PROPN
sc-3211	111	3	string	string	NOUN
sc-3211	111	4	primary	primary	ADJ
sc-3211	111	5	key	key	NOUN
sc-3211	111	6	i	i	PROPN
sc-3211	111	7	d	d	PROPN
sc-3211	111	8	string	string	NOUN
sc-3211	111	9	frame	frame	NOUN
sc-3211	112	1	i	i	PROPN
sc-3211	112	2	d	d	PROPN
sc-3211	112	3	name	name	NOUN
sc-3211	112	4	string	string	NOUN
sc-3211	112	5	camera	camera	NOUN
sc-3211	112	6	name	name	NOUN
sc-3211	112	7	description	description	NOUN
sc-3211	112	8	string	string	NOUN
sc-3211	112	9	description	description	NOUN
sc-3211	112	10	address	address	NOUN
sc-3211	112	11	string	string	NOUN
sc-3211	112	12	camera	camera	NOUN
sc-3211	112	13	installation	installation	NOUN
sc-3211	112	14	address	address	NOUN
sc-3211	112	15	phone	phone	NOUN
sc-3211	112	16	number	number	NOUN
sc-3211	112	17	string	string	NOUN
sc-3211	112	18	hotline	hotline	NOUN
sc-3211	112	19	number	number	NOUN
sc-3211	112	20	type	type	NOUN
sc-3211	112	21	string	string	NOUN
sc-3211	112	22	video	video	NOUN
sc-3211	112	23	type	type	NOUN
sc-3211	112	24	datapoint	datapoint	PROPN
sc-3211	112	25	string	string	NOUN
sc-3211	112	26	video	video	NOUN
sc-3211	112	27	file	file	NOUN
sc-3211	112	28	export	export	NOUN
sc-3211	112	29	address	address	NOUN
sc-3211	112	30	datapointcontroller	datapointcontroller	NOUN
sc-3211	112	31	string	string	NOUN
sc-3211	112	32	camera	camera	NOUN
sc-3211	112	33	service	service	NOUN
sc-3211	112	34	provider	provider	NOUN
sc-3211	112	35	storing	store	VERB
sc-3211	112	36	data	datum	NOUN
sc-3211	112	37	on	on	ADP
sc-3211	112	38	cloud	cloud	ADJ
sc-3211	112	39	servers	server	NOUN
sc-3211	112	40	:	:	PUNCT
sc-3211	112	41	as	as	SCONJ
sc-3211	112	42	mentioned	mention	VERB
sc-3211	112	43	in	in	ADP
sc-3211	112	44	the	the	DET
sc-3211	112	45	integration	integration	NOUN
sc-3211	112	46	structure	structure	NOUN
sc-3211	112	47	section	section	NOUN
sc-3211	112	48	,	,	PUNCT
sc-3211	112	49	the	the	DET
sc-3211	112	50	processed	process	VERB
sc-3211	112	51	data	data	NOUN
sc-3211	112	52	is	be	AUX
sc-3211	112	53	stored	store	VERB
sc-3211	112	54	online	online	ADV
sc-3211	112	55	in	in	ADP
sc-3211	112	56	real	real	ADJ
sc-3211	112	57	-	-	PUNCT
sc-3211	112	58	time	time	NOUN
sc-3211	112	59	using	use	VERB
sc-3211	112	60	the	the	DET
sc-3211	112	61	flickr	flickr	PROPN
sc-3211	112	62	cloud	cloud	PROPN
sc-3211	112	63	computing	computing	PROPN
sc-3211	112	64	server	server	NOUN
sc-3211	112	65	.	.	PUNCT
sc-3211	113	1	the	the	DET
sc-3211	113	2	real	real	ADJ
sc-3211	113	3	-	-	PUNCT
sc-3211	113	4	time	time	NOUN
sc-3211	113	5	storage	storage	NOUN
sc-3211	113	6	results	result	NOUN
sc-3211	113	7	on	on	ADP
sc-3211	113	8	the	the	DET
sc-3211	113	9	flickr	flickr	PROPN
sc-3211	113	10	cloud	cloud	PROPN
sc-3211	113	11	server	server	NOUN
sc-3211	113	12	are	be	AUX
sc-3211	113	13	shown	show	VERB
sc-3211	113	14	in	in	ADP
sc-3211	113	15	figure	figure	NOUN
sc-3211	113	16	7	7	NUM
sc-3211	113	17	.	.	PUNCT
sc-3211	113	18	figure	figure	NOUN
sc-3211	113	19	7	7	NUM
sc-3211	113	20	.	.	PUNCT
sc-3211	113	21	storage	storage	NOUN
sc-3211	113	22	of	of	ADP
sc-3211	113	23	results	result	NOUN
sc-3211	113	24	on	on	ADP
sc-3211	113	25	the	the	DET
sc-3211	113	26	flickr	flickr	PROPN
sc-3211	113	27	cloud	cloud	PROPN
sc-3211	113	28	computing	computing	PROPN
sc-3211	113	29	server	server	NOUN
sc-3211	113	30	.	.	PUNCT
sc-3211	114	1	in	in	ADP
sc-3211	114	2	the	the	DET
sc-3211	114	3	architecture	architecture	NOUN
sc-3211	114	4	of	of	ADP
sc-3211	114	5	this	this	DET
sc-3211	114	6	paper	paper	NOUN
sc-3211	114	7	,	,	PUNCT
sc-3211	114	8	in	in	ADP
sc-3211	114	9	addition	addition	NOUN
sc-3211	114	10	to	to	ADP
sc-3211	114	11	direct	direct	ADJ
sc-3211	114	12	querying	querying	NOUN
sc-3211	114	13	of	of	ADP
sc-3211	114	14	videos	video	NOUN
sc-3211	114	15	,	,	PUNCT
sc-3211	114	16	the	the	DET
sc-3211	114	17	system	system	NOUN
sc-3211	114	18	also	also	ADV
sc-3211	114	19	allows	allow	VERB
sc-3211	114	20	data	datum	NOUN
sc-3211	114	21	access	access	NOUN
sc-3211	114	22	through	through	ADP
sc-3211	114	23	addresses	address	NOUN
sc-3211	114	24	or	or	CCONJ
sc-3211	114	25	metadata	metadata	NOUN
sc-3211	114	26	,	,	PUNCT
sc-3211	114	27	and	and	CCONJ
sc-3211	114	28	they	they	PRON
sc-3211	114	29	are	be	AUX
sc-3211	114	30	stored	store	VERB
sc-3211	114	31	in	in	ADP
sc-3211	114	32	realtime	realtime	NOUN
sc-3211	114	33	using	use	VERB
sc-3211	114	34	the	the	DET
sc-3211	114	35	firebase	firebase	NOUN
sc-3211	114	36	database	database	NOUN
sc-3211	114	37	.	.	PUNCT
sc-3211	115	1	the	the	DET
sc-3211	115	2	results	result	NOUN
sc-3211	115	3	of	of	ADP
sc-3211	115	4	storing	store	VERB
sc-3211	115	5	data	datum	NOUN
sc-3211	115	6	addresses	address	NOUN
sc-3211	115	7	in	in	ADP
sc-3211	115	8	the	the	DET
sc-3211	115	9	firebase	firebase	NOUN
sc-3211	115	10	database	database	NOUN
sc-3211	115	11	are	be	AUX
sc-3211	115	12	shown	show	VERB
sc-3211	115	13	in	in	ADP
sc-3211	115	14	figure	figure	NOUN
sc-3211	115	15	8	8	NUM
sc-3211	115	16	.	.	PUNCT
sc-3211	116	1	figure	figure	NOUN
sc-3211	116	2	8	8	NUM
sc-3211	116	3	.	.	PUNCT
sc-3211	117	1	firebase	firebase	PROPN
sc-3211	117	2	data	datum	NOUN
sc-3211	117	3	storage	storage	NOUN
sc-3211	117	4	history	history	NOUN
sc-3211	117	5	.	.	PUNCT
sc-3211	118	1	furthermore	furthermore	ADV
sc-3211	118	2	,	,	PUNCT
sc-3211	118	3	the	the	DET
sc-3211	118	4	download	download	NOUN
sc-3211	118	5	data	data	NOUN
sc-3211	118	6	usage	usage	NOUN
sc-3211	118	7	status	status	NOUN
sc-3211	118	8	is	be	AUX
sc-3211	118	9	shown	show	VERB
sc-3211	118	10	in	in	ADP
sc-3211	118	11	the	the	DET
sc-3211	118	12	chart	chart	NOUN
sc-3211	118	13	in	in	ADP
sc-3211	118	14	figure	figure	NOUN
sc-3211	118	15	9	9	NUM
sc-3211	118	16	.	.	PUNCT
sc-3211	119	1	eai	eai	PROPN
sc-3211	119	2	endorsed	endorse	VERB
sc-3211	119	3	transactions	transaction	NOUN
sc-3211	119	4	on	on	ADP
sc-3211	119	5	smart	smart	ADJ
sc-3211	119	6	cities	city	NOUN
sc-3211	119	7	|	|	ADV
sc-3211	119	8	volume	volume	VERB
sc-3211	119	9	7	7	NUM
sc-3211	119	10	|	|	NOUN
sc-3211	119	11	issue	issue	VERB
sc-3211	119	12	3	3	NUM
sc-3211	120	1	|	|	CCONJ
sc-3211	120	2	2023	2023	NUM
sc-3211	120	3	|	|	NOUN
sc-3211	120	4	mien	mien	VERB
sc-3211	120	5	doan	doan	PROPN
sc-3211	120	6	phuoc	phuoc	NOUN
sc-3211	120	7	,	,	PUNCT
sc-3211	120	8	vu	vu	PROPN
sc-3211	120	9	tran	tran	PROPN
sc-3211	120	10	the	the	DET
sc-3211	120	11	and	and	CCONJ
sc-3211	120	12	sy	sy	PROPN
sc-3211	120	13	ngo	ngo	PROPN
sc-3211	120	14	van	van	PROPN
sc-3211	120	15	6	6	NUM
sc-3211	120	16	figure	figure	NOUN
sc-3211	120	17	9	9	NUM
sc-3211	120	18	.	.	PUNCT
sc-3211	120	19	historical	historical	ADJ
sc-3211	120	20	chart	chart	NOUN
sc-3211	120	21	of	of	ADP
sc-3211	120	22	data	datum	NOUN
sc-3211	120	23	loading	loading	NOUN
sc-3211	120	24	on	on	ADP
sc-3211	120	25	firebase	firebase	NOUN
sc-3211	120	26	storage	storage	NOUN
sc-3211	120	27	.	.	PUNCT
sc-3211	121	1	3.2	3.2	NUM
sc-3211	121	2	.	.	PUNCT
sc-3211	121	3	experimental	experimental	ADJ
sc-3211	121	4	vehicle	vehicle	NOUN
sc-3211	121	5	detection	detection	NOUN
sc-3211	121	6	and	and	CCONJ
sc-3211	121	7	counting	counting	NOUN
sc-3211	121	8	on	on	ADP
sc-3211	121	9	the	the	DET
sc-3211	121	10	proposed	propose	VERB
sc-3211	121	11	architecture	architecture	NOUN
sc-3211	121	12	platform	platform	NOUN
sc-3211	121	13	car	car	NOUN
sc-3211	121	14	detection	detection	NOUN
sc-3211	121	15	results	result	NOUN
sc-3211	121	16	:	:	PUNCT
sc-3211	121	17	applying	apply	VERB
sc-3211	121	18	the	the	DET
sc-3211	121	19	steps	step	NOUN
sc-3211	121	20	according	accord	VERB
sc-3211	121	21	to	to	ADP
sc-3211	121	22	the	the	DET
sc-3211	121	23	proposed	propose	VERB
sc-3211	121	24	model	model	NOUN
sc-3211	121	25	,	,	PUNCT
sc-3211	121	26	we	we	PRON
sc-3211	121	27	conducted	conduct	VERB
sc-3211	121	28	experiments	experiment	NOUN
sc-3211	121	29	using	use	VERB
sc-3211	121	30	a	a	DET
sc-3211	121	31	video	video	NOUN
sc-3211	121	32	as	as	ADP
sc-3211	121	33	input	input	NOUN
sc-3211	121	34	.	.	PUNCT
sc-3211	122	1	the	the	DET
sc-3211	122	2	program	program	NOUN
sc-3211	122	3	successfully	successfully	ADV
sc-3211	122	4	recognized	recognize	VERB
sc-3211	122	5	the	the	DET
sc-3211	122	6	cars	car	NOUN
sc-3211	122	7	in	in	ADP
sc-3211	122	8	each	each	DET
sc-3211	122	9	frame	frame	NOUN
sc-3211	122	10	.	.	PUNCT
sc-3211	123	1	the	the	DET
sc-3211	123	2	results	result	NOUN
sc-3211	123	3	are	be	AUX
sc-3211	123	4	shown	show	VERB
sc-3211	123	5	in	in	ADP
sc-3211	123	6	figure	figure	NOUN
sc-3211	123	7	10	10	NUM
sc-3211	123	8	.	.	PUNCT
sc-3211	124	1	figure	figure	NOUN
sc-3211	124	2	10	10	NUM
sc-3211	124	3	.	.	PUNCT
sc-3211	124	4	car	car	NOUN
sc-3211	124	5	detection	detection	NOUN
sc-3211	124	6	results	result	VERB
sc-3211	124	7	motorcycle	motorcycle	NOUN
sc-3211	124	8	detection	detection	NOUN
sc-3211	124	9	results	result	NOUN
sc-3211	124	10	:	:	PUNCT
sc-3211	124	11	to	to	PART
sc-3211	124	12	perform	perform	VERB
sc-3211	124	13	recognition	recognition	NOUN
sc-3211	124	14	of	of	ADP
sc-3211	124	15	other	other	ADJ
sc-3211	124	16	objects	object	NOUN
sc-3211	124	17	,	,	PUNCT
sc-3211	124	18	specifically	specifically	ADV
sc-3211	124	19	motorbikes	motorbike	NOUN
sc-3211	124	20	,	,	PUNCT
sc-3211	124	21	in	in	ADP
sc-3211	124	22	this	this	DET
sc-3211	124	23	paper	paper	NOUN
sc-3211	124	24	,	,	PUNCT
sc-3211	124	25	we	we	PRON
sc-3211	124	26	have	have	AUX
sc-3211	124	27	adjusted	adjust	VERB
sc-3211	124	28	some	some	DET
sc-3211	124	29	parameters	parameter	NOUN
sc-3211	124	30	of	of	ADP
sc-3211	124	31	the	the	DET
sc-3211	124	32	desired	desire	VERB
sc-3211	124	33	frame	frame	NOUN
sc-3211	124	34	size	size	NOUN
sc-3211	124	35	during	during	ADP
sc-3211	124	36	the	the	DET
sc-3211	124	37	object	object	NOUN
sc-3211	124	38	filtering	filtering	NOUN
sc-3211	124	39	step	step	NOUN
sc-3211	124	40	(	(	PUNCT
sc-3211	124	41	using	use	VERB
sc-3211	124	42	the	the	DET
sc-3211	124	43	blob	blob	ADJ
sc-3211	124	44	detection	detection	NOUN
sc-3211	124	45	method	method	NOUN
sc-3211	124	46	)	)	PUNCT
sc-3211	124	47	.	.	PUNCT
sc-3211	125	1	with	with	ADP
sc-3211	125	2	these	these	DET
sc-3211	125	3	adjustments	adjustment	NOUN
sc-3211	125	4	,	,	PUNCT
sc-3211	125	5	we	we	PRON
sc-3211	125	6	can	can	AUX
sc-3211	125	7	easily	easily	ADV
sc-3211	125	8	limit	limit	VERB
sc-3211	125	9	the	the	DET
sc-3211	125	10	objects	object	NOUN
sc-3211	125	11	to	to	PART
sc-3211	125	12	be	be	AUX
sc-3211	125	13	recognized	recognize	VERB
sc-3211	125	14	.	.	PUNCT
sc-3211	126	1	figure	figure	NOUN
sc-3211	126	2	11	11	NUM
sc-3211	126	3	illustrates	illustrate	VERB
sc-3211	126	4	the	the	DET
sc-3211	126	5	specific	specific	ADJ
sc-3211	126	6	values	value	NOUN
sc-3211	126	7	of	of	ADP
sc-3211	126	8	the	the	DET
sc-3211	126	9	smallest	small	ADJ
sc-3211	126	10	(	(	PUNCT
sc-3211	126	11	minarea	minarea	ADJ
sc-3211	126	12	)	)	PUNCT
sc-3211	126	13	and	and	CCONJ
sc-3211	126	14	largest	large	ADJ
sc-3211	126	15	(	(	PUNCT
sc-3211	126	16	maxarea	maxarea	NOUN
sc-3211	126	17	)	)	PUNCT
sc-3211	126	18	parameters	parameter	NOUN
sc-3211	126	19	for	for	ADP
sc-3211	126	20	an	an	DET
sc-3211	126	21	object	object	NOUN
sc-3211	126	22	to	to	PART
sc-3211	126	23	meet	meet	VERB
sc-3211	126	24	the	the	DET
sc-3211	126	25	search	search	NOUN
sc-3211	126	26	requirements	requirement	NOUN
sc-3211	126	27	.	.	PUNCT
sc-3211	127	1	accordingly	accordingly	ADV
sc-3211	127	2	,	,	PUNCT
sc-3211	127	3	with	with	ADP
sc-3211	127	4	minarea	minarea	NOUN
sc-3211	127	5	=	=	SYM
sc-3211	127	6	400	400	NUM
sc-3211	127	7	,	,	PUNCT
sc-3211	127	8	the	the	DET
sc-3211	127	9	demo	demo	NOUN
sc-3211	127	10	program	program	NOUN
sc-3211	127	11	performs	perform	VERB
sc-3211	127	12	recognition	recognition	NOUN
sc-3211	127	13	of	of	ADP
sc-3211	127	14	objects	object	NOUN
sc-3211	127	15	corresponding	correspond	VERB
sc-3211	127	16	to	to	ADP
sc-3211	127	17	the	the	DET
sc-3211	127	18	size	size	NOUN
sc-3211	127	19	of	of	ADP
sc-3211	127	20	motorbikes	motorbike	NOUN
sc-3211	127	21	,	,	PUNCT
sc-3211	127	22	bicycles	bicycle	NOUN
sc-3211	127	23	,	,	PUNCT
sc-3211	127	24	and	and	CCONJ
sc-3211	127	25	cars	car	NOUN
sc-3211	127	26	.	.	PUNCT
sc-3211	128	1	on	on	ADP
sc-3211	128	2	the	the	DET
sc-3211	128	3	other	other	ADJ
sc-3211	128	4	hand	hand	NOUN
sc-3211	128	5	,	,	PUNCT
sc-3211	128	6	with	with	ADP
sc-3211	128	7	minarea	minarea	NOUN
sc-3211	128	8	=	=	SYM
sc-3211	128	9	500	500	NUM
sc-3211	128	10	,	,	PUNCT
sc-3211	128	11	the	the	DET
sc-3211	128	12	program	program	NOUN
sc-3211	128	13	only	only	ADV
sc-3211	128	14	recognizes	recognize	VERB
sc-3211	128	15	cars	car	NOUN
sc-3211	128	16	.	.	PUNCT
sc-3211	129	1	the	the	DET
sc-3211	129	2	motorbike	motorbike	PROPN
sc-3211	129	3	recognition	recognition	NOUN
sc-3211	129	4	results	result	NOUN
sc-3211	129	5	are	be	AUX
sc-3211	129	6	shown	show	VERB
sc-3211	129	7	in	in	ADP
sc-3211	129	8	figure	figure	NOUN
sc-3211	129	9	12	12	NUM
sc-3211	129	10	.	.	PUNCT
sc-3211	130	1	figure	figure	NOUN
sc-3211	130	2	11	11	NUM
sc-3211	130	3	.	.	PUNCT
sc-3211	131	1	object	object	NOUN
sc-3211	131	2	detection	detection	NOUN
sc-3211	131	3	frame	frame	NOUN
sc-3211	131	4	parameters	parameter	NOUN
sc-3211	131	5	figure	figure	VERB
sc-3211	131	6	12	12	NUM
sc-3211	131	7	.	.	PUNCT
sc-3211	132	1	motorcycle	motorcycle	NOUN
sc-3211	132	2	detection	detection	NOUN
sc-3211	132	3	results	result	VERB
sc-3211	132	4	4	4	NUM
sc-3211	132	5	.	.	PUNCT
sc-3211	132	6	conclusion	conclusion	NOUN
sc-3211	132	7	in	in	ADP
sc-3211	132	8	this	this	DET
sc-3211	132	9	paper	paper	NOUN
sc-3211	132	10	,	,	PUNCT
sc-3211	132	11	we	we	PRON
sc-3211	132	12	have	have	AUX
sc-3211	132	13	successfully	successfully	ADV
sc-3211	132	14	addressed	address	VERB
sc-3211	132	15	the	the	DET
sc-3211	132	16	challenges	challenge	NOUN
sc-3211	132	17	of	of	ADP
sc-3211	132	18	receiving	receive	VERB
sc-3211	132	19	data	datum	NOUN
sc-3211	132	20	from	from	ADP
sc-3211	132	21	a	a	DET
sc-3211	132	22	large	large	ADJ
sc-3211	132	23	camera	camera	NOUN
sc-3211	132	24	source	source	NOUN
sc-3211	132	25	,	,	PUNCT
sc-3211	132	26	real	real	ADJ
sc-3211	132	27	-	-	PUNCT
sc-3211	132	28	time	time	NOUN
sc-3211	132	29	data	datum	NOUN
sc-3211	132	30	retrieval	retrieval	NOUN
sc-3211	132	31	and	and	CCONJ
sc-3211	132	32	storage	storage	NOUN
sc-3211	132	33	,	,	PUNCT
sc-3211	132	34	and	and	CCONJ
sc-3211	132	35	detecting	detect	VERB
sc-3211	132	36	red	red	ADJ
sc-3211	132	37	light	light	ADJ
sc-3211	132	38	violations	violation	NOUN
sc-3211	132	39	.	.	PUNCT
sc-3211	133	1	the	the	DET
sc-3211	133	2	results	result	NOUN
sc-3211	133	3	of	of	ADP
sc-3211	133	4	detecting	detect	VERB
sc-3211	133	5	red	red	ADJ
sc-3211	133	6	light	light	ADJ
sc-3211	133	7	violations	violation	NOUN
sc-3211	133	8	are	be	AUX
sc-3211	133	9	shown	show	VERB
sc-3211	133	10	in	in	ADP
sc-3211	133	11	figure	figure	NOUN
sc-3211	133	12	13	13	NUM
sc-3211	133	13	.	.	PUNCT
sc-3211	134	1	in	in	ADP
sc-3211	134	2	the	the	DET
sc-3211	134	3	future	future	NOUN
sc-3211	134	4	,	,	PUNCT
sc-3211	134	5	we	we	PRON
sc-3211	134	6	will	will	AUX
sc-3211	134	7	continue	continue	VERB
sc-3211	134	8	to	to	PART
sc-3211	134	9	research	research	VERB
sc-3211	134	10	and	and	CCONJ
sc-3211	134	11	utilize	utilize	VERB
sc-3211	134	12	the	the	DET
sc-3211	134	13	available	available	ADJ
sc-3211	134	14	camera	camera	NOUN
sc-3211	134	15	sources	source	NOUN
sc-3211	134	16	in	in	ADP
sc-3211	134	17	da	da	PROPN
sc-3211	134	18	nang	nang	PROPN
sc-3211	134	19	to	to	PART
sc-3211	134	20	further	far	ADV
sc-3211	134	21	improve	improve	VERB
sc-3211	134	22	the	the	DET
sc-3211	134	23	quality	quality	NOUN
sc-3211	134	24	of	of	ADP
sc-3211	134	25	traffic	traffic	NOUN
sc-3211	134	26	services	service	NOUN
sc-3211	134	27	.	.	PUNCT
sc-3211	135	1	figure	figure	NOUN
sc-3211	135	2	13	13	NUM
sc-3211	135	3	.	.	PUNCT
sc-3211	136	1	red	red	ADJ
sc-3211	136	2	light	light	PROPN
sc-3211	136	3	violation	violation	NOUN
sc-3211	136	4	detection	detection	NOUN
sc-3211	136	5	eai	eai	PROPN
sc-3211	136	6	endorsed	endorse	VERB
sc-3211	136	7	transactions	transaction	NOUN
sc-3211	136	8	on	on	ADP
sc-3211	136	9	smart	smart	ADJ
sc-3211	136	10	cities	city	NOUN
sc-3211	136	11	|	|	ADV
sc-3211	136	12	volume	volume	VERB
sc-3211	136	13	7	7	NUM
sc-3211	136	14	|	|	NOUN
sc-3211	136	15	issue	issue	VERB
sc-3211	136	16	3	3	NUM
sc-3211	136	17	|	|	CCONJ
sc-3211	136	18	2023	2023	NUM
sc-3211	137	1	|	|	NOUN
sc-3211	137	2	vehicle	vehicle	NOUN
sc-3211	137	3	counting	counting	NOUN
sc-3211	137	4	application	application	NOUN
sc-3211	137	5	utilizing	utilize	VERB
sc-3211	137	6	background	background	NOUN
sc-3211	137	7	subtraction	subtraction	NOUN
sc-3211	137	8	method	method	NOUN
sc-3211	137	9	with	with	ADP
sc-3211	137	10	large	large	ADJ
sc-3211	137	11	-	-	PUNCT
sc-3211	137	12	scale	scale	NOUN
sc-3211	137	13	camera	camera	NOUN
sc-3211	137	14	data	datum	NOUN
sc-3211	137	15	7	7	NUM
sc-3211	137	16	references	reference	NOUN
sc-3211	137	17	[	[	X
sc-3211	137	18	1	1	NUM
sc-3211	137	19	]	]	X
sc-3211	137	20	yu	yu	PROPN
sc-3211	137	21	,	,	PUNCT
sc-3211	137	22	f.	f.	PROPN
sc-3211	137	23	,	,	PUNCT
sc-3211	137	24	xian	xian	PROPN
sc-3211	137	25	,	,	PUNCT
sc-3211	137	26	w.	w.	PROPN
sc-3211	137	27	,	,	PUNCT
sc-3211	137	28	chen	chen	PROPN
sc-3211	137	29	,	,	PUNCT
sc-3211	137	30	y.	y.	PROPN
sc-3211	137	31	,	,	PUNCT
sc-3211	137	32	liu	liu	PROPN
sc-3211	137	33	,	,	PUNCT
sc-3211	137	34	f.	f.	PROPN
sc-3211	137	35	,	,	PUNCT
sc-3211	137	36	liao	liao	PROPN
sc-3211	137	37	,	,	PUNCT
sc-3211	137	38	m.	m.	NOUN
sc-3211	137	39	,	,	PUNCT
sc-3211	137	40	madhavan	madhavan	PROPN
sc-3211	137	41	,	,	PUNCT
sc-3211	137	42	v.	v.	PROPN
sc-3211	137	43	,	,	PUNCT
sc-3211	137	44	&	&	CCONJ
sc-3211	137	45	darrell	darrell	PROPN
sc-3211	137	46	,	,	PUNCT
sc-3211	137	47	t.	t.	PROPN
sc-3211	137	48	(	(	PUNCT
sc-3211	137	49	2018	2018	NUM
sc-3211	137	50	)	)	PUNCT
sc-3211	137	51	.	.	PUNCT
sc-3211	138	1	bdd100k	bdd100k	X
sc-3211	138	2	:	:	PUNCT
sc-3211	138	3	a	a	DET
sc-3211	138	4	diverse	diverse	ADJ
sc-3211	138	5	driving	driving	NOUN
sc-3211	138	6	video	video	NOUN
sc-3211	138	7	database	database	NOUN
sc-3211	138	8	with	with	ADP
sc-3211	138	9	scalable	scalable	ADJ
sc-3211	138	10	annotation	annotation	NOUN
sc-3211	138	11	tooling	tooling	NOUN
sc-3211	138	12	.	.	PUNCT
sc-3211	139	1	arxiv	arxiv	PROPN
sc-3211	139	2	preprint	preprint	NOUN
sc-3211	139	3	arxiv:1805.04687	arxiv:1805.04687	NOUN
sc-3211	139	4	,	,	PUNCT
sc-3211	139	5	2(5	2(5	NUM
sc-3211	139	6	)	)	PUNCT
sc-3211	139	7	,	,	PUNCT
sc-3211	139	8	6	6	NUM
sc-3211	139	9	.	.	PUNCT
sc-3211	140	1	[	[	X
sc-3211	140	2	2	2	X
sc-3211	140	3	]	]	PUNCT
sc-3211	140	4	s.	s.	PROPN
sc-3211	140	5	jain	jain	PROPN
sc-3211	140	6	,	,	PUNCT
sc-3211	140	7	v.	v.	ADP
sc-3211	140	8	nguyen	nguyen	NOUN
sc-3211	140	9	,	,	PUNCT
sc-3211	140	10	m.	m.	NOUN
sc-3211	140	11	gruteser	gruteser	NOUN
sc-3211	140	12	,	,	PUNCT
sc-3211	140	13	and	and	CCONJ
sc-3211	140	14	p.	p.	PROPN
sc-3211	140	15	bahl	bahl	PROPN
sc-3211	140	16	,	,	PUNCT
sc-3211	140	17	“	"	PUNCT
sc-3211	140	18	panoptes	panopte	NOUN
sc-3211	140	19	:	:	PUNCT
sc-3211	140	20	servicing	service	VERB
sc-3211	140	21	multiple	multiple	ADJ
sc-3211	140	22	applications	application	NOUN
sc-3211	140	23	simultaneously	simultaneously	ADV
sc-3211	140	24	using	use	VERB
sc-3211	140	25	steerable	steerable	NOUN
sc-3211	140	26	cameras	camera	NOUN
sc-3211	140	27	.	.	PUNCT
sc-3211	140	28	”	"	PUNCT
sc-3211	140	29	in	in	ADP
sc-3211	140	30	ipsn	ipsn	PROPN
sc-3211	140	31	,	,	PUNCT
sc-3211	140	32	2017	2017	NUM
sc-3211	140	33	,	,	PUNCT
sc-3211	140	34	pp	pp	ADJ
sc-3211	140	35	.	.	PUNCT
sc-3211	141	1	119–130	119–130	NUM
sc-3211	141	2	.	.	PUNCT
sc-3211	142	1	[	[	X
sc-3211	142	2	3	3	X
sc-3211	142	3	]	]	PUNCT
sc-3211	142	4	s.	s.	PROPN
sc-3211	142	5	zhang	zhang	PROPN
sc-3211	142	6	,	,	PUNCT
sc-3211	142	7	g.	g.	PROPN
sc-3211	142	8	wu	wu	PROPN
sc-3211	142	9	,	,	PUNCT
sc-3211	142	10	j.	j.	PROPN
sc-3211	142	11	p.	p.	PROPN
sc-3211	142	12	costeira	costeira	PROPN
sc-3211	142	13	,	,	PUNCT
sc-3211	142	14	and	and	CCONJ
sc-3211	142	15	j.	j.	PROPN
sc-3211	142	16	m.	m.	PROPN
sc-3211	142	17	moura	moura	PROPN
sc-3211	142	18	,	,	PUNCT
sc-3211	142	19	“	"	PUNCT
sc-3211	142	20	understanding	understand	VERB
sc-3211	142	21	traffic	traffic	NOUN
sc-3211	142	22	density	density	NOUN
sc-3211	142	23	from	from	ADP
sc-3211	142	24	large	large	ADJ
sc-3211	142	25	-	-	PUNCT
sc-3211	142	26	scale	scale	NOUN
sc-3211	142	27	web	web	NOUN
sc-3211	142	28	camera	camera	NOUN
sc-3211	142	29	data	datum	NOUN
sc-3211	142	30	,	,	PUNCT
sc-3211	142	31	”	"	PUNCT
sc-3211	142	32	arxiv	arxiv	PROPN
sc-3211	142	33	preprint	preprint	NOUN
sc-3211	142	34	arxiv:1703.05868	arxiv:1703.05868	VERB
sc-3211	142	35	,	,	PUNCT
sc-3211	142	36	2017	2017	NUM
sc-3211	142	37	.	.	PUNCT
sc-3211	143	1	[	[	X
sc-3211	143	2	4	4	X
sc-3211	143	3	]	]	X
sc-3211	143	4	v.	v.	ADP
sc-3211	143	5	lempitsky	lempitsky	NOUN
sc-3211	143	6	and	and	CCONJ
sc-3211	143	7	a.	a.	NOUN
sc-3211	143	8	zisserman	zisserman	PROPN
sc-3211	143	9	,	,	PUNCT
sc-3211	143	10	“	"	PUNCT
sc-3211	143	11	learning	learn	VERB
sc-3211	143	12	to	to	PART
sc-3211	143	13	count	count	VERB
sc-3211	143	14	objects	object	NOUN
sc-3211	143	15	in	in	ADP
sc-3211	143	16	images	image	NOUN
sc-3211	143	17	,	,	PUNCT
sc-3211	143	18	”	"	PUNCT
sc-3211	143	19	in	in	ADP
sc-3211	143	20	advances	advance	NOUN
sc-3211	143	21	in	in	ADP
sc-3211	143	22	neural	neural	ADJ
sc-3211	143	23	information	information	NOUN
sc-3211	143	24	processing	processing	NOUN
sc-3211	143	25	systems	system	NOUN
sc-3211	143	26	,	,	PUNCT
sc-3211	143	27	2010	2010	NUM
sc-3211	143	28	,	,	PUNCT
sc-3211	143	29	pp	pp	ADJ
sc-3211	143	30	.	.	PUNCT
sc-3211	144	1	1324–1332	1324–1332	X
sc-3211	144	2	.	.	PUNCT
sc-3211	145	1	[	[	X
sc-3211	145	2	5	5	NUM
sc-3211	145	3	]	]	PUNCT
sc-3211	145	4	m.	m.	NOUN
sc-3211	145	5	bayly	bayly	PROPN
sc-3211	145	6	,	,	PUNCT
sc-3211	145	7	m.	m.	NOUN
sc-3211	145	8	regan	regan	PROPN
sc-3211	145	9	,	,	PUNCT
sc-3211	145	10	and	and	CCONJ
sc-3211	145	11	s.	s.	PROPN
sc-3211	145	12	hosking	hosking	PROPN
sc-3211	145	13	,	,	PUNCT
sc-3211	145	14	“	"	PUNCT
sc-3211	145	15	intelligent	intelligent	ADJ
sc-3211	145	16	transport	transport	NOUN
sc-3211	145	17	systems	system	NOUN
sc-3211	145	18	and	and	CCONJ
sc-3211	145	19	motorcycle	motorcycle	NOUN
sc-3211	145	20	safety	safety	NOUN
sc-3211	145	21	”	"	PUNCT
sc-3211	145	22	prevention	prevention	NOUN
sc-3211	145	23	,	,	PUNCT
sc-3211	145	24	vol	vol	NOUN
sc-3211	145	25	.	.	PROPN
sc-3211	145	26	28	28	NUM
sc-3211	145	27	,	,	PUNCT
sc-3211	145	28	pp	pp	ADJ
sc-3211	145	29	.	.	PUNCT
sc-3211	146	1	325–332	325–332	NUM
sc-3211	146	2	,	,	PUNCT
sc-3211	146	3	2006	2006	NUM
sc-3211	146	4	.	.	PUNCT
sc-3211	147	1	[	[	X
sc-3211	147	2	6	6	NUM
sc-3211	147	3	]	]	PUNCT
sc-3211	147	4	j.	j.	PROPN
sc-3211	147	5	sun	sun	PROPN
sc-3211	147	6	and	and	CCONJ
sc-3211	147	7	j.	j.	PROPN
sc-3211	147	8	sun	sun	PROPN
sc-3211	147	9	,	,	PUNCT
sc-3211	147	10	“	"	PUNCT
sc-3211	147	11	a	a	DET
sc-3211	147	12	dynamic	dynamic	ADJ
sc-3211	147	13	bayesian	bayesian	NOUN
sc-3211	147	14	network	network	NOUN
sc-3211	147	15	model	model	NOUN
sc-3211	147	16	for	for	ADP
sc-3211	147	17	real	real	ADJ
sc-3211	147	18	-	-	PUNCT
sc-3211	147	19	time	time	NOUN
sc-3211	147	20	crash	crash	NOUN
sc-3211	147	21	prediction	prediction	NOUN
sc-3211	147	22	using	use	VERB
sc-3211	147	23	traffic	traffic	NOUN
sc-3211	147	24	speed	speed	NOUN
sc-3211	147	25	conditions	condition	NOUN
sc-3211	147	26	data	datum	NOUN
sc-3211	147	27	,	,	PUNCT
sc-3211	147	28	”	"	PUNCT
sc-3211	147	29	transportation	transportation	NOUN
sc-3211	147	30	research	research	NOUN
sc-3211	147	31	part	part	NOUN
sc-3211	147	32	c	c	NOUN
sc-3211	147	33	:	:	PUNCT
sc-3211	147	34	emerging	emerge	VERB
sc-3211	147	35	technologies	technology	NOUN
sc-3211	147	36	,	,	PUNCT
sc-3211	147	37	vol	vol	NOUN
sc-3211	147	38	.	.	PROPN
sc-3211	147	39	54	54	NUM
sc-3211	147	40	,	,	PUNCT
sc-3211	147	41	pp	pp	ADJ
sc-3211	147	42	.	.	PUNCT
sc-3211	148	1	176–186	176–186	NUM
sc-3211	148	2	,	,	PUNCT
sc-3211	148	3	2015	2015	NUM
sc-3211	148	4	.	.	PUNCT
sc-3211	149	1	[	[	X
sc-3211	149	2	7	7	NUM
sc-3211	149	3	]	]	X
sc-3211	149	4	jain	jain	NOUN
sc-3211	149	5	,	,	PUNCT
sc-3211	149	6	n.	n.	PROPN
sc-3211	149	7	k.	k.	PROPN
sc-3211	149	8	,	,	PUNCT
sc-3211	149	9	saini	saini	PROPN
sc-3211	149	10	,	,	PUNCT
sc-3211	149	11	r.	r.	PROPN
sc-3211	149	12	k.	k.	PROPN
sc-3211	149	13	,	,	PUNCT
sc-3211	149	14	&	&	CCONJ
sc-3211	149	15	mittal	mittal	PROPN
sc-3211	149	16	,	,	PUNCT
sc-3211	149	17	p.	p.	NOUN
sc-3211	149	18	(	(	PUNCT
sc-3211	149	19	2019	2019	NUM
sc-3211	149	20	)	)	PUNCT
sc-3211	149	21	.	.	PUNCT
sc-3211	150	1	a	a	DET
sc-3211	150	2	review	review	NOUN
sc-3211	150	3	on	on	ADP
sc-3211	150	4	traffic	traffic	NOUN
sc-3211	150	5	monitoring	monitoring	NOUN
sc-3211	150	6	system	system	NOUN
sc-3211	150	7	techniques	technique	NOUN
sc-3211	150	8	.	.	PUNCT
sc-3211	151	1	soft	soft	ADJ
sc-3211	151	2	computing	computing	NOUN
sc-3211	151	3	:	:	PUNCT
sc-3211	151	4	theories	theory	NOUN
sc-3211	151	5	and	and	CCONJ
sc-3211	151	6	applications	application	NOUN
sc-3211	151	7	:	:	PUNCT
sc-3211	151	8	proceedings	proceeding	NOUN
sc-3211	151	9	of	of	ADP
sc-3211	151	10	socta	socta	NOUN
sc-3211	151	11	2017	2017	NUM
sc-3211	151	12	,	,	PUNCT
sc-3211	151	13	569	569	NUM
sc-3211	151	14	-	-	SYM
sc-3211	151	15	577	577	NUM
sc-3211	151	16	.	.	PUNCT
sc-3211	152	1	[	[	X
sc-3211	152	2	8	8	NUM
sc-3211	152	3	]	]	X
sc-3211	152	4	r.	r.	PROPN
sc-3211	152	5	tina	tina	PROPN
sc-3211	152	6	and	and	CCONJ
sc-3211	152	7	s.	s.	PROPN
sc-3211	152	8	g.	g.	PROPN
sc-3211	152	9	sharmila	sharmila	PROPN
sc-3211	152	10	,	,	PUNCT
sc-3211	152	11	“	"	PUNCT
sc-3211	152	12	density	density	NOUN
sc-3211	152	13	based	base	VERB
sc-3211	152	14	traffic	traffic	NOUN
sc-3211	152	15	signal	signal	NOUN
sc-3211	152	16	system	system	NOUN
sc-3211	152	17	,	,	PUNCT
sc-3211	152	18	”	"	PUNCT
sc-3211	152	19	international	international	ADJ
sc-3211	152	20	journal	journal	NOUN
sc-3211	152	21	and	and	CCONJ
sc-3211	152	22	magazine	magazine	NOUN
sc-3211	152	23	of	of	ADP
sc-3211	152	24	engineering	engineering	NOUN
sc-3211	152	25	technology	technology	NOUN
sc-3211	152	26	management	management	NOUN
sc-3211	152	27	and	and	CCONJ
sc-3211	152	28	research	research	NOUN
sc-3211	152	29	,	,	PUNCT
sc-3211	152	30	vol	vol	NOUN
sc-3211	152	31	.	.	PROPN
sc-3211	152	32	2	2	NUM
sc-3211	152	33	,	,	PUNCT
sc-3211	152	34	no	no	INTJ
sc-3211	152	35	.	.	NOUN
sc-3211	152	36	9	9	NUM
sc-3211	152	37	,	,	PUNCT
sc-3211	152	38	pp	pp	ADJ
sc-3211	152	39	.	.	PUNCT
sc-3211	153	1	149–151	149–151	NUM
sc-3211	153	2	,	,	PUNCT
sc-3211	153	3	2015	2015	NUM
sc-3211	153	4	.	.	PUNCT
sc-3211	154	1	[	[	X
sc-3211	154	2	9	9	NUM
sc-3211	154	3	]	]	X
sc-3211	154	4	n.	n.	PROPN
sc-3211	154	5	g.	g.	PROPN
sc-3211	154	6	narole	narole	PROPN
sc-3211	154	7	and	and	CCONJ
sc-3211	154	8	p.	p.	PROPN
sc-3211	154	9	r.	r.	PROPN
sc-3211	154	10	bajaj	bajaj	PROPN
sc-3211	154	11	,	,	PUNCT
sc-3211	154	12	“	"	PUNCT
sc-3211	154	13	a	a	DET
sc-3211	154	14	neurogenetic	neurogenetic	ADJ
sc-3211	154	15	system	system	NOUN
sc-3211	154	16	design	design	NOUN
sc-3211	154	17	for	for	ADP
sc-3211	154	18	monitoring	monitor	VERB
sc-3211	154	19	driver	driver	NOUN
sc-3211	154	20	’s	’s	PART
sc-3211	154	21	fatigue	fatigue	NOUN
sc-3211	154	22	:	:	PUNCT
sc-3211	154	23	a	a	DET
sc-3211	154	24	design	design	NOUN
sc-3211	154	25	approach	approach	NOUN
sc-3211	154	26	,	,	PUNCT
sc-3211	154	27	”	"	PUNCT
sc-3211	154	28	in	in	ADP
sc-3211	154	29	2008	2008	NUM
sc-3211	154	30	first	first	ADJ
sc-3211	154	31	international	international	ADJ
sc-3211	154	32	conference	conference	NOUN
sc-3211	154	33	on	on	ADP
sc-3211	154	34	emerging	emerge	VERB
sc-3211	154	35	trends	trend	NOUN
sc-3211	154	36	in	in	ADP
sc-3211	154	37	engineering	engineering	NOUN
sc-3211	154	38	and	and	CCONJ
sc-3211	154	39	technology	technology	NOUN
sc-3211	154	40	.	.	PUNCT
sc-3211	155	1	ieee	ieee	PROPN
sc-3211	155	2	,	,	PUNCT
sc-3211	155	3	2008	2008	NUM
sc-3211	155	4	,	,	PUNCT
sc-3211	155	5	pp	pp	ADJ
sc-3211	155	6	.	.	PUNCT
sc-3211	156	1	711–714	711–714	NUM
sc-3211	156	2	.	.	PUNCT
sc-3211	157	1	[	[	X
sc-3211	157	2	10	10	NUM
sc-3211	157	3	]	]	PUNCT
sc-3211	157	4	m.	m.	NOUN
sc-3211	157	5	hofmann	hofmann	PROPN
sc-3211	157	6	,	,	PUNCT
sc-3211	157	7	p.	p.	PROPN
sc-3211	157	8	tiefenbacher	tiefenbacher	NOUN
sc-3211	157	9	,	,	PUNCT
sc-3211	157	10	and	and	CCONJ
sc-3211	157	11	g.	g.	PROPN
sc-3211	157	12	rigoll	rigoll	PROPN
sc-3211	157	13	,	,	PUNCT
sc-3211	157	14	“	"	PUNCT
sc-3211	157	15	background	background	NOUN
sc-3211	157	16	segmentation	segmentation	NOUN
sc-3211	157	17	with	with	ADP
sc-3211	157	18	feedback	feedback	NOUN
sc-3211	157	19	:	:	PUNCT
sc-3211	157	20	the	the	DET
sc-3211	157	21	pixel	pixel	PROPN
sc-3211	157	22	-	-	PUNCT
sc-3211	157	23	based	base	VERB
sc-3211	157	24	adaptive	adaptive	ADJ
sc-3211	157	25	segmenter	segmenter	NOUN
sc-3211	157	26	,	,	PUNCT
sc-3211	157	27	”	"	PUNCT
sc-3211	157	28	in	in	ADP
sc-3211	157	29	2012	2012	NUM
sc-3211	157	30	ieee	ieee	NOUN
sc-3211	157	31	computer	computer	NOUN
sc-3211	157	32	society	society	PROPN
sc-3211	157	33	conference	conference	NOUN
sc-3211	157	34	on	on	ADP
sc-3211	157	35	computer	computer	NOUN
sc-3211	157	36	vision	vision	NOUN
sc-3211	157	37	and	and	CCONJ
sc-3211	157	38	pattern	pattern	NOUN
sc-3211	157	39	recognition	recognition	NOUN
sc-3211	157	40	workshops	workshop	NOUN
sc-3211	157	41	.	.	PUNCT
sc-3211	158	1	ieee	ieee	PROPN
sc-3211	158	2	,	,	PUNCT
sc-3211	158	3	2012	2012	NUM
sc-3211	158	4	,	,	PUNCT
sc-3211	158	5	pp	pp	ADV
sc-3211	158	6	.	.	PUNCT
sc-3211	159	1	38–43	38–43	NUM
sc-3211	159	2	.	.	PUNCT
sc-3211	160	1	[	[	X
sc-3211	160	2	11	11	NUM
sc-3211	160	3	]	]	PUNCT
sc-3211	160	4	p.	p.	NOUN
sc-3211	160	5	g.	g.	PROPN
sc-3211	160	6	michalopoulos	michalopoulos	PROPN
sc-3211	160	7	,	,	PUNCT
sc-3211	160	8	“	"	PUNCT
sc-3211	160	9	vehicle	vehicle	NOUN
sc-3211	160	10	detection	detection	NOUN
sc-3211	160	11	video	video	NOUN
sc-3211	160	12	through	through	ADP
sc-3211	160	13	image	image	NOUN
sc-3211	160	14	processing	processing	NOUN
sc-3211	160	15	:	:	PUNCT
sc-3211	160	16	the	the	DET
sc-3211	160	17	autoscope	autoscope	NOUN
sc-3211	160	18	system	system	NOUN
sc-3211	160	19	,	,	PUNCT
sc-3211	160	20	”	"	PUNCT
sc-3211	160	21	ieee	ieee	NOUN
sc-3211	160	22	transactions	transaction	NOUN
sc-3211	160	23	on	on	ADP
sc-3211	160	24	vehicular	vehicular	ADJ
sc-3211	160	25	technology	technology	NOUN
sc-3211	160	26	,	,	PUNCT
sc-3211	160	27	vol	vol	NOUN
sc-3211	160	28	.	.	PROPN
sc-3211	160	29	40	40	NUM
sc-3211	160	30	,	,	PUNCT
sc-3211	160	31	no	no	INTJ
sc-3211	160	32	.	.	NOUN
sc-3211	160	33	1	1	NUM
sc-3211	160	34	,	,	PUNCT
sc-3211	160	35	pp	pp	ADJ
sc-3211	160	36	.	.	PUNCT
sc-3211	160	37	21	21	NUM
sc-3211	160	38	–	–	PUNCT
sc-3211	160	39	29	29	NUM
sc-3211	160	40	,	,	PUNCT
sc-3211	160	41	1991	1991	NUM
sc-3211	160	42	.	.	PUNCT
sc-3211	161	1	[	[	X
sc-3211	161	2	12	12	NUM
sc-3211	161	3	]	]	X
sc-3211	161	4	q.	q.	PROPN
sc-3211	161	5	cai	cai	PROPN
sc-3211	161	6	,	,	PUNCT
sc-3211	161	7	a.	a.	NOUN
sc-3211	161	8	mitiche	mitiche	NOUN
sc-3211	161	9	,	,	PUNCT
sc-3211	161	10	and	and	CCONJ
sc-3211	161	11	j.	j.	PROPN
sc-3211	161	12	k.	k.	PROPN
sc-3211	161	13	aggarwal	aggarwal	PROPN
sc-3211	161	14	,	,	PUNCT
sc-3211	161	15	“	"	PUNCT
sc-3211	161	16	tracking	track	VERB
sc-3211	161	17	human	human	ADJ
sc-3211	161	18	motion	motion	NOUN
sc-3211	161	19	in	in	ADP
sc-3211	161	20	an	an	DET
sc-3211	161	21	indoor	indoor	ADJ
sc-3211	161	22	environment	environment	NOUN
sc-3211	161	23	,	,	PUNCT
sc-3211	161	24	”	"	PUNCT
sc-3211	161	25	in	in	ADP
sc-3211	161	26	proceedings	proceeding	NOUN
sc-3211	161	27	.	.	PUNCT
sc-3211	161	28	,	,	PUNCT
sc-3211	161	29	international	international	ADJ
sc-3211	161	30	conference	conference	NOUN
sc-3211	161	31	on	on	ADP
sc-3211	161	32	image	image	NOUN
sc-3211	161	33	processing	processing	NOUN
sc-3211	161	34	,	,	PUNCT
sc-3211	161	35	vol	vol	NOUN
sc-3211	161	36	.	.	NOUN
sc-3211	161	37	1	1	NUM
sc-3211	161	38	.	.	X
sc-3211	161	39	ieee	ieee	NOUN
sc-3211	161	40	,	,	PUNCT
sc-3211	161	41	1995	1995	NUM
sc-3211	161	42	,	,	PUNCT
sc-3211	161	43	pp	pp	ADJ
sc-3211	161	44	.	.	PUNCT
sc-3211	162	1	215–218	215–218	NUM
sc-3211	162	2	.	.	PUNCT
sc-3211	163	1	[	[	X
sc-3211	163	2	13	13	NUM
sc-3211	163	3	]	]	X
sc-3211	163	4	d.	d.	PROPN
sc-3211	163	5	g.	g.	PROPN
sc-3211	163	6	lowe	lowe	PROPN
sc-3211	163	7	,	,	PUNCT
sc-3211	163	8	“	"	PUNCT
sc-3211	163	9	distinctive	distinctive	ADJ
sc-3211	163	10	image	image	NOUN
sc-3211	163	11	features	feature	NOUN
sc-3211	163	12	from	from	ADP
sc-3211	163	13	scaleinvariant	scaleinvariant	ADJ
sc-3211	163	14	key	key	ADJ
sc-3211	163	15	-	-	PUNCT
sc-3211	163	16	points	point	NOUN
sc-3211	163	17	,	,	PUNCT
sc-3211	163	18	”	"	PUNCT
sc-3211	163	19	international	international	ADJ
sc-3211	163	20	journal	journal	NOUN
sc-3211	163	21	of	of	ADP
sc-3211	163	22	computer	computer	NOUN
sc-3211	163	23	vision	vision	NOUN
sc-3211	163	24	,	,	PUNCT
sc-3211	163	25	vol	vol	NOUN
sc-3211	163	26	.	.	PROPN
sc-3211	163	27	60	60	NUM
sc-3211	163	28	,	,	PUNCT
sc-3211	163	29	no	no	INTJ
sc-3211	163	30	.	.	NOUN
sc-3211	163	31	2	2	NUM
sc-3211	163	32	,	,	PUNCT
sc-3211	163	33	pp	pp	ADJ
sc-3211	163	34	.	.	PUNCT
sc-3211	164	1	91–110	91–110	NUM
sc-3211	164	2	,	,	PUNCT
sc-3211	164	3	2004	2004	NUM
sc-3211	164	4	.	.	PUNCT
sc-3211	165	1	[	[	X
sc-3211	165	2	14	14	NUM
sc-3211	165	3	]	]	X
sc-3211	165	4	d.	d.	PROPN
sc-3211	165	5	a.	a.	PROPN
sc-3211	165	6	forsyth	forsyth	PROPN
sc-3211	165	7	and	and	CCONJ
sc-3211	165	8	j.	j.	PROPN
sc-3211	165	9	ponce	ponce	PROPN
sc-3211	165	10	,	,	PUNCT
sc-3211	165	11	“	"	PUNCT
sc-3211	165	12	a	a	DET
sc-3211	165	13	modern	modern	ADJ
sc-3211	165	14	approach	approach	NOUN
sc-3211	165	15	,	,	PUNCT
sc-3211	165	16	”	"	PUNCT
sc-3211	165	17	computer	computer	NOUN
sc-3211	165	18	vision	vision	NOUN
sc-3211	165	19	:	:	PUNCT
sc-3211	165	20	a	a	DET
sc-3211	165	21	modern	modern	ADJ
sc-3211	165	22	approach	approach	NOUN
sc-3211	165	23	,	,	PUNCT
sc-3211	165	24	vol	vol	NOUN
sc-3211	165	25	.	.	PROPN
sc-3211	165	26	17	17	NUM
sc-3211	165	27	,	,	PUNCT
sc-3211	165	28	pp	pp	ADJ
sc-3211	165	29	.	.	PUNCT
sc-3211	166	1	21–48	21–48	NUM
sc-3211	166	2	,	,	PUNCT
sc-3211	166	3	2003	2003	NUM
sc-3211	166	4	.	.	PUNCT
sc-3211	167	1	[	[	X
sc-3211	167	2	15	15	NUM
sc-3211	167	3	]	]	X
sc-3211	167	4	a.	a.	NOUN
sc-3211	167	5	h.	h.	PROPN
sc-3211	167	6	lai	lai	PROPN
sc-3211	167	7	,	,	PUNCT
sc-3211	167	8	g.	g.	PROPN
sc-3211	167	9	s.	s.	PROPN
sc-3211	167	10	fung	fung	PROPN
sc-3211	167	11	,	,	PUNCT
sc-3211	167	12	and	and	CCONJ
sc-3211	167	13	n.	n.	PROPN
sc-3211	167	14	h.	h.	PROPN
sc-3211	167	15	yung	yung	PROPN
sc-3211	167	16	,	,	PUNCT
sc-3211	167	17	“	"	PUNCT
sc-3211	167	18	vehicle	vehicle	NOUN
sc-3211	167	19	type	type	NOUN
sc-3211	167	20	classification	classification	NOUN
sc-3211	167	21	from	from	ADP
sc-3211	167	22	visual	visual	ADJ
sc-3211	167	23	-	-	PUNCT
sc-3211	167	24	based	base	VERB
sc-3211	167	25	dimension	dimension	NOUN
sc-3211	167	26	estimation	estimation	NOUN
sc-3211	167	27	,	,	PUNCT
sc-3211	167	28	”	"	PUNCT
sc-3211	167	29	in	in	ADP
sc-3211	167	30	itsc	itsc	NOUN
sc-3211	167	31	2001	2001	NUM
sc-3211	167	32	.	.	PUNCT
sc-3211	168	1	2001	2001	NUM
sc-3211	168	2	ieee	ieee	NOUN
sc-3211	168	3	intelligent	intelligent	ADJ
sc-3211	168	4	transportation	transportation	NOUN
sc-3211	168	5	systems	system	NOUN
sc-3211	168	6	.	.	PUNCT
sc-3211	169	1	proceedings	proceeding	NOUN
sc-3211	169	2	(	(	PUNCT
sc-3211	169	3	cat	cat	NOUN
sc-3211	169	4	.	.	PUNCT
sc-3211	170	1	no	no	INTJ
sc-3211	170	2	.	.	PUNCT
sc-3211	171	1	01th8585	01th8585	NUM
sc-3211	171	2	)	)	PUNCT
sc-3211	171	3	.	.	PUNCT
sc-3211	172	1	ieee	ieee	PROPN
sc-3211	172	2	,	,	PUNCT
sc-3211	172	3	2001	2001	NUM
sc-3211	172	4	,	,	PUNCT
sc-3211	172	5	pp	pp	ADJ
sc-3211	172	6	.	.	PUNCT
sc-3211	172	7	201	201	NUM
sc-3211	172	8	–	–	PUNCT
sc-3211	172	9	206	206	NUM
sc-3211	172	10	.	.	PUNCT
sc-3211	173	1	[	[	X
sc-3211	173	2	16	16	NUM
sc-3211	173	3	]	]	PUNCT
sc-3211	173	4	m.	m.	NOUN
sc-3211	173	5	piccardi	piccardi	PROPN
sc-3211	173	6	,	,	PUNCT
sc-3211	173	7	“	"	PUNCT
sc-3211	173	8	background	background	NOUN
sc-3211	173	9	subtraction	subtraction	NOUN
sc-3211	173	10	techniques	technique	NOUN
sc-3211	173	11	:	:	PUNCT
sc-3211	173	12	a	a	DET
sc-3211	173	13	review	review	NOUN
sc-3211	173	14	,	,	PUNCT
sc-3211	173	15	”	"	PUNCT
sc-3211	173	16	in	in	ADP
sc-3211	173	17	2004	2004	NUM
sc-3211	173	18	ieee	ieee	PROPN
sc-3211	173	19	international	international	ADJ
sc-3211	173	20	conference	conference	NOUN
sc-3211	173	21	on	on	ADP
sc-3211	173	22	systems	system	NOUN
sc-3211	173	23	,	,	PUNCT
sc-3211	173	24	man	man	NOUN
sc-3211	173	25	and	and	CCONJ
sc-3211	173	26	cybernetics	cybernetic	NOUN
sc-3211	173	27	(	(	PUNCT
sc-3211	173	28	ieee	ieee	NOUN
sc-3211	173	29	cat	cat	NOUN
sc-3211	173	30	.	.	PUNCT
sc-3211	174	1	no	no	INTJ
sc-3211	174	2	.	.	NOUN
sc-3211	174	3	04ch37583	04ch37583	NUM
sc-3211	174	4	)	)	PUNCT
sc-3211	174	5	,	,	PUNCT
sc-3211	174	6	vol	vol	NOUN
sc-3211	174	7	.	.	PROPN
sc-3211	175	1	4	4	NUM
sc-3211	175	2	.	.	X
sc-3211	175	3	ieee	ieee	PROPN
sc-3211	175	4	,	,	PUNCT
sc-3211	175	5	2004	2004	NUM
sc-3211	175	6	,	,	PUNCT
sc-3211	175	7	pp	pp	ADJ
sc-3211	175	8	.	.	PUNCT
sc-3211	176	1	3099–3104	3099–3104	X
sc-3211	176	2	.	.	PUNCT
sc-3211	177	1	[	[	X
sc-3211	177	2	17	17	NUM
sc-3211	177	3	]	]	PUNCT
sc-3211	177	4	t.	t.	NOUN
sc-3211	177	5	bouwmans	bouwman	NOUN
sc-3211	177	6	,	,	PUNCT
sc-3211	177	7	“	"	PUNCT
sc-3211	177	8	traditional	traditional	ADJ
sc-3211	177	9	and	and	CCONJ
sc-3211	177	10	recent	recent	ADJ
sc-3211	177	11	approaches	approach	NOUN
sc-3211	177	12	in	in	ADP
sc-3211	177	13	background	background	NOUN
sc-3211	177	14	modeling	modeling	NOUN
sc-3211	177	15	for	for	ADP
sc-3211	177	16	foreground	foreground	NOUN
sc-3211	177	17	detection	detection	NOUN
sc-3211	177	18	:	:	PUNCT
sc-3211	177	19	an	an	DET
sc-3211	177	20	overview	overview	NOUN
sc-3211	177	21	,	,	PUNCT
sc-3211	177	22	”	"	PUNCT
sc-3211	177	23	computer	computer	NOUN
sc-3211	177	24	science	science	NOUN
sc-3211	177	25	review	review	PROPN
sc-3211	177	26	,	,	PUNCT
sc-3211	177	27	vol	vol	NOUN
sc-3211	177	28	.	.	PROPN
sc-3211	177	29	11	11	NUM
sc-3211	177	30	,	,	PUNCT
sc-3211	177	31	pp	pp	ADJ
sc-3211	177	32	.	.	PUNCT
sc-3211	177	33	31–66	31–66	NUM
sc-3211	177	34	,	,	PUNCT
sc-3211	177	35	2014	2014	NUM
sc-3211	177	36	.	.	PUNCT
sc-3211	178	1	eai	eai	PROPN
sc-3211	178	2	endorsed	endorse	VERB
sc-3211	178	3	transactions	transaction	NOUN
sc-3211	178	4	on	on	ADP
sc-3211	178	5	smart	smart	ADJ
sc-3211	178	6	cities	city	NOUN
sc-3211	178	7	|	|	ADV
sc-3211	178	8	volume	volume	VERB
sc-3211	178	9	7	7	NUM
sc-3211	178	10	|	|	NOUN
sc-3211	178	11	issue	issue	VERB
sc-3211	178	12	3	3	NUM
sc-3211	178	13	|	|	CCONJ
sc-3211	178	14	2023	2023	NUM
sc-3211	179	1	|	|	ADV