id	sid	tid	token	lemma	pos
bitcs-2929	1	1	p	p	X
bitcs-2929	1	2	-	-	PUNCT
bitcs-2929	1	3	issn	issn	VERB
bitcs-2929	1	4	:	:	PUNCT
bitcs-2929	1	5	2715	2715	NUM
bitcs-2929	1	6	-	-	SYM
bitcs-2929	1	7	2448	2448	NUM
bitcs-2929	1	8	|	|	NOUN
bitcs-2929	1	9	e	e	NOUN
bitcs-2929	1	10	-	-	NOUN
bitcs-2929	1	11	issn	issn	X
bitcs-2929	1	12	:	:	PUNCT
bitcs-2929	1	13	2715	2715	NUM
bitcs-2929	1	14	-	-	SYM
bitcs-2929	1	15	7199	7199	NUM
bitcs-2929	1	16	vol.4	vol.4	NOUN
bitcs-2929	1	17	no.1	no.1	VERB
bitcs-2929	1	18	january	january	PROPN
bitcs-2929	1	19	2023	2023	NUM
bitcs-2929	1	20	buana	buana	PROPN
bitcs-2929	1	21	information	information	PROPN
bitcs-2929	1	22	technology	technology	NOUN
bitcs-2929	1	23	and	and	CCONJ
bitcs-2929	1	24	computer	computer	NOUN
bitcs-2929	1	25	sciences	science	NOUN
bitcs-2929	1	26	(	(	PUNCT
bitcs-2929	1	27	bit	bit	NOUN
bitcs-2929	1	28	and	and	CCONJ
bitcs-2929	1	29	cs	cs	ADJ
bitcs-2929	1	30	)	)	PUNCT
bitcs-2929	1	31	28	28	NUM
bitcs-2929	1	32	|	|	ADV
bitcs-2929	1	33	vol.4	vol.4	PROPN
bitcs-2929	1	34	no.1	no.1	PROPN
bitcs-2929	1	35	,	,	PUNCT
bitcs-2929	1	36	january	january	PROPN
bitcs-2929	1	37	2023	2023	NUM
bitcs-2929	1	38	detecting	detect	VERB
bitcs-2929	1	39	harmful	harmful	ADJ
bitcs-2929	1	40	activity	activity	NOUN
bitcs-2929	1	41	in	in	ADP
bitcs-2929	1	42	pilgrimage	pilgrimage	NOUN
bitcs-2929	1	43	using	use	VERB
bitcs-2929	1	44	deep	deep	ADJ
bitcs-2929	1	45	learning	learn	VERB
bitcs-2929	2	1	musa	musa	PROPN
bitcs-2929	2	2	dima	dima	PROPN
bitcs-2929	2	3	genemo	genemo	PROPN
bitcs-2929	2	4	study	study	VERB
bitcs-2929	2	5	program	program	NOUN
bitcs-2929	2	6	computing	computing	NOUN
bitcs-2929	2	7	software	software	NOUN
bitcs-2929	2	8	engineering	engineer	VERB
bitcs-2929	2	9	gumushane	gumushane	PROPN
bitcs-2929	2	10	university	university	NOUN
bitcs-2929	2	11	,	,	PUNCT
bitcs-2929	2	12	turkey	turkey	NOUN
bitcs-2929	2	13	email	email	NOUN
bitcs-2929	2	14	:	:	PUNCT
bitcs-2929	2	15	musa.ju2002@gmail.com	musa.ju2002@gmail.com	X
bitcs-2929	2	16	‹β›	‹β›	PROPN
bitcs-2929	2	17	abstract	abstract	PROPN
bitcs-2929	2	18	—	—	PUNCT
bitcs-2929	2	19	cctv	cctv	PROPN
bitcs-2929	2	20	surveillance	surveillance	NOUN
bitcs-2929	2	21	is	be	AUX
bitcs-2929	2	22	the	the	DET
bitcs-2929	2	23	most	most	ADV
bitcs-2929	2	24	extensively	extensively	ADV
bitcs-2929	2	25	used	use	VERB
bitcs-2929	2	26	intelligent	intelligent	ADJ
bitcs-2929	2	27	latest	late	ADJ
bitcs-2929	2	28	innovation	innovation	NOUN
bitcs-2929	2	29	.	.	PUNCT
bitcs-2929	3	1	the	the	DET
bitcs-2929	3	2	use	use	NOUN
bitcs-2929	3	3	of	of	ADP
bitcs-2929	3	4	surveillance	surveillance	NOUN
bitcs-2929	3	5	cameras	camera	NOUN
bitcs-2929	3	6	has	have	AUX
bitcs-2929	3	7	risen	rise	VERB
bitcs-2929	3	8	dramatically	dramatically	ADV
bitcs-2929	3	9	because	because	SCONJ
bitcs-2929	3	10	of	of	ADP
bitcs-2929	3	11	the	the	DET
bitcs-2929	3	12	con	con	NOUN
bitcs-2929	3	13	-	-	PUNCT
bitcs-2929	3	14	venience	venience	NOUN
bitcs-2929	3	15	of	of	ADP
bitcs-2929	3	16	monitoring	monitoring	NOUN
bitcs-2929	3	17	from	from	ADP
bitcs-2929	3	18	anywhere	anywhere	ADV
bitcs-2929	3	19	and	and	CCONJ
bitcs-2929	3	20	the	the	DET
bitcs-2929	3	21	reduction	reduction	NOUN
bitcs-2929	3	22	of	of	ADP
bitcs-2929	3	23	crime	crime	NOUN
bitcs-2929	3	24	rates	rate	NOUN
bitcs-2929	3	25	in	in	ADP
bitcs-2929	3	26	public	public	ADJ
bitcs-2929	3	27	areas	area	NOUN
bitcs-2929	3	28	.	.	PUNCT
bitcs-2929	4	1	in	in	ADP
bitcs-2929	4	2	this	this	DET
bitcs-2929	4	3	paper	paper	NOUN
bitcs-2929	4	4	,	,	PUNCT
bitcs-2929	4	5	we	we	PRON
bitcs-2929	4	6	introduce	introduce	VERB
bitcs-2929	4	7	the	the	DET
bitcs-2929	4	8	idea	idea	NOUN
bitcs-2929	4	9	of	of	ADP
bitcs-2929	4	10	bad	bad	ADJ
bitcs-2929	4	11	vibe	vibe	NOUN
bitcs-2929	4	12	activity	activity	NOUN
bitcs-2929	4	13	detection	detection	NOUN
bitcs-2929	4	14	from	from	ADP
bitcs-2929	4	15	live	live	ADJ
bitcs-2929	4	16	videos	video	NOUN
bitcs-2929	4	17	to	to	PART
bitcs-2929	4	18	enhance	enhance	VERB
bitcs-2929	4	19	the	the	DET
bitcs-2929	4	20	security	security	NOUN
bitcs-2929	4	21	and	and	CCONJ
bitcs-2929	4	22	safety	safety	NOUN
bitcs-2929	4	23	of	of	ADP
bitcs-2929	4	24	pilgrims	pilgrim	NOUN
bitcs-2929	4	25	.	.	PUNCT
bitcs-2929	5	1	the	the	DET
bitcs-2929	5	2	proposed	propose	VERB
bitcs-2929	5	3	bad	bad	ADJ
bitcs-2929	5	4	vibes	vibe	NOUN
bitcs-2929	5	5	activity	activity	NOUN
bitcs-2929	5	6	recognition	recognition	NOUN
bitcs-2929	5	7	model	model	NOUN
bitcs-2929	5	8	is	be	AUX
bitcs-2929	5	9	intended	intend	VERB
bitcs-2929	5	10	to	to	PART
bitcs-2929	5	11	be	be	AUX
bitcs-2929	5	12	addressed	address	VERB
bitcs-2929	5	13	in	in	ADP
bitcs-2929	5	14	the	the	DET
bitcs-2929	5	15	most	most	ADV
bitcs-2929	5	16	efficient	efficient	ADJ
bitcs-2929	5	17	manner	manner	NOUN
bitcs-2929	5	18	possible	possible	ADJ
bitcs-2929	5	19	using	use	VERB
bitcs-2929	5	20	cutting	cutting	NOUN
bitcs-2929	5	21	-	-	PUNCT
bitcs-2929	5	22	edge	edge	NOUN
bitcs-2929	5	23	technologies	technology	NOUN
bitcs-2929	5	24	such	such	ADJ
bitcs-2929	5	25	as	as	ADP
bitcs-2929	5	26	tensorflow	tensorflow	NOUN
bitcs-2929	5	27	and	and	CCONJ
bitcs-2929	5	28	keras	keras	PROPN
bitcs-2929	5	29	.	.	PUNCT
bitcs-2929	6	1	tensorflow	tensorflow	PROPN
bitcs-2929	6	2	was	be	AUX
bitcs-2929	6	3	chosen	choose	VERB
bitcs-2929	6	4	because	because	SCONJ
bitcs-2929	6	5	the	the	DET
bitcs-2929	6	6	project	project	NOUN
bitcs-2929	6	7	could	could	AUX
bitcs-2929	6	8	be	be	AUX
bitcs-2929	6	9	deployed	deploy	VERB
bitcs-2929	6	10	to	to	ADP
bitcs-2929	6	11	a	a	DET
bitcs-2929	6	12	mobile	mobile	ADJ
bitcs-2929	6	13	environment	environment	NOUN
bitcs-2929	6	14	in	in	ADP
bitcs-2929	6	15	the	the	DET
bitcs-2929	6	16	future	future	NOUN
bitcs-2929	6	17	with	with	ADP
bitcs-2929	6	18	the	the	DET
bitcs-2929	6	19	possibility	possibility	NOUN
bitcs-2929	6	20	of	of	ADP
bitcs-2929	6	21	extension	extension	NOUN
bitcs-2929	6	22	of	of	ADP
bitcs-2929	6	23	other	other	ADJ
bitcs-2929	6	24	areas	area	NOUN
bitcs-2929	6	25	such	such	ADJ
bitcs-2929	6	26	as	as	ADP
bitcs-2929	6	27	airport	airport	NOUN
bitcs-2929	6	28	security	security	NOUN
bitcs-2929	6	29	,	,	PUNCT
bitcs-2929	6	30	bus	bus	NOUN
bitcs-2929	6	31	stain	stain	NOUN
bitcs-2929	6	32	,	,	PUNCT
bitcs-2929	6	33	and	and	CCONJ
bitcs-2929	6	34	public	public	ADJ
bitcs-2929	6	35	areas	area	NOUN
bitcs-2929	6	36	that	that	PRON
bitcs-2929	6	37	may	may	AUX
bitcs-2929	6	38	deserve	deserve	VERB
bitcs-2929	6	39	special	special	ADJ
bitcs-2929	6	40	attention	attention	NOUN
bitcs-2929	6	41	for	for	ADP
bitcs-2929	6	42	security	security	NOUN
bitcs-2929	6	43	checks	check	NOUN
bitcs-2929	6	44	.	.	PUNCT
bitcs-2929	7	1	we	we	PRON
bitcs-2929	7	2	choose	choose	VERB
bitcs-2929	7	3	mediapipe	mediapipe	PROPN
bitcs-2929	7	4	ho	ho	PROPN
bitcs-2929	7	5	-	-	NOUN
bitcs-2929	7	6	listic	listic	NOUN
bitcs-2929	7	7	for	for	ADP
bitcs-2929	7	8	employee	employee	NOUN
bitcs-2929	7	9	bad	bad	ADJ
bitcs-2929	7	10	vibe	vibe	NOUN
bitcs-2929	7	11	recognition	recognition	NOUN
bitcs-2929	7	12	in	in	ADP
bitcs-2929	7	13	the	the	DET
bitcs-2929	7	14	model	model	NOUN
bitcs-2929	7	15	.	.	PUNCT
bitcs-2929	8	1	keywords	keyword	NOUN
bitcs-2929	8	2	—	—	PUNCT
bitcs-2929	8	3	artificial	artificial	ADJ
bitcs-2929	8	4	intelligence	intelligence	NOUN
bitcs-2929	8	5	,	,	PUNCT
bitcs-2929	8	6	classification	classification	NOUN
bitcs-2929	8	7	,	,	PUNCT
bitcs-2929	8	8	real	real	ADJ
bitcs-2929	8	9	-	-	PUNCT
bitcs-2929	8	10	time	time	NOUN
bitcs-2929	8	11	object	object	NOUN
bitcs-2929	8	12	recognition	recognition	NOUN
bitcs-2929	8	13	,	,	PUNCT
bitcs-2929	8	14	computer	computer	NOUN
bitcs-2929	8	15	vision	vision	NOUN
bitcs-2929	8	16	.	.	PUNCT
bitcs-2929	9	1	abstrak	abstrak	PROPN
bitcs-2929	9	2	—	—	PUNCT
bitcs-2929	9	3	pengawasan	pengawasan	PROPN
bitcs-2929	9	4	cctv	cctv	PROPN
bitcs-2929	9	5	adalah	adalah	PROPN
bitcs-2929	9	6	inovasi	inovasi	PROPN
bitcs-2929	9	7	cerdas	cerdas	PROPN
bitcs-2929	9	8	terbaru	terbaru	PROPN
bitcs-2929	9	9	yang	yang	PROPN
bitcs-2929	9	10	paling	paling	PROPN
bitcs-2929	9	11	banyak	banyak	PROPN
bitcs-2929	9	12	digunakan	digunakan	PROPN
bitcs-2929	9	13	.	.	PROPN
bitcs-2929	9	14	penggunaan	penggunaan	PROPN
bitcs-2929	9	15	kamera	kamera	PROPN
bitcs-2929	9	16	pengawas	pengawa	VERB
bitcs-2929	9	17	telah	telah	PROPN
bitcs-2929	9	18	meningkat	meningkat	PROPN
bitcs-2929	9	19	secara	secara	PROPN
bitcs-2929	9	20	dramatis	dramatis	PROPN
bitcs-2929	9	21	karena	karena	PROPN
bitcs-2929	9	22	kemudahan	kemudahan	PROPN
bitcs-2929	9	23	pemantauan	pemantauan	PROPN
bitcs-2929	9	24	dari	dari	PROPN
bitcs-2929	9	25	mana	mana	PROPN
bitcs-2929	9	26	saja	saja	PROPN
bitcs-2929	9	27	dan	dan	PROPN
bitcs-2929	9	28	pengurangan	pengurangan	PROPN
bitcs-2929	9	29	tingkat	tingkat	PROPN
bitcs-2929	9	30	kejahatan	kejahatan	PROPN
bitcs-2929	9	31	di	di	PROPN
bitcs-2929	9	32	tempat	tempat	PROPN
bitcs-2929	9	33	umum	umum	PROPN
bitcs-2929	9	34	.	.	PUNCT
bitcs-2929	10	1	dalam	dalam	PROPN
bitcs-2929	10	2	makalah	makalah	PROPN
bitcs-2929	10	3	ini	ini	PROPN
bitcs-2929	10	4	,	,	PUNCT
bitcs-2929	10	5	kami	kami	PROPN
bitcs-2929	10	6	memperkenalkan	memperkenalkan	PROPN
bitcs-2929	10	7	ide	ide	PROPN
bitcs-2929	10	8	deteksi	deteksi	NOUN
bitcs-2929	10	9	aktivitas	aktivita	NOUN
bitcs-2929	10	10	getaran	getaran	VERB
bitcs-2929	10	11	buruk	buruk	PROPN
bitcs-2929	10	12	dari	dari	PROPN
bitcs-2929	10	13	video	video	PROPN
bitcs-2929	10	14	langsung	langsung	PROPN
bitcs-2929	10	15	untuk	untuk	PROPN
bitcs-2929	10	16	meningkatkan	meningkatkan	PROPN
bitcs-2929	10	17	keamanan	keamanan	PROPN
bitcs-2929	10	18	dan	dan	PROPN
bitcs-2929	10	19	keselamatan	keselamatan	PROPN
bitcs-2929	10	20	jemaah	jemaah	PROPN
bitcs-2929	10	21	.	.	PUNCT
bitcs-2929	11	1	model	model	PROPN
bitcs-2929	11	2	pengenalan	pengenalan	PROPN
bitcs-2929	11	3	aktivitas	aktivitas	PROPN
bitcs-2929	11	4	getaran	getaran	VERB
bitcs-2929	11	5	buruk	buruk	PROPN
bitcs-2929	11	6	yang	yang	PROPN
bitcs-2929	11	7	diusulkan	diusulkan	PROPN
bitcs-2929	11	8	dimaksudkan	dimaksudkan	PROPN
bitcs-2929	11	9	untuk	untuk	PROPN
bitcs-2929	11	10	ditangani	ditangani	PROPN
bitcs-2929	11	11	dengan	dengan	PROPN
bitcs-2929	11	12	cara	cara	PROPN
bitcs-2929	11	13	seefisien	seefisien	PROPN
bitcs-2929	11	14	mungkin	mungkin	PROPN
bitcs-2929	11	15	menggunakan	menggunakan	PROPN
bitcs-2929	11	16	teknologi	teknologi	PROPN
bitcs-2929	11	17	mutakhir	mutakhir	PROPN
bitcs-2929	11	18	seperti	seperti	PROPN
bitcs-2929	11	19	tensorflow	tensorflow	PROPN
bitcs-2929	11	20	dan	dan	PROPN
bitcs-2929	11	21	keras	keras	PROPN
bitcs-2929	11	22	.	.	PUNCT
bitcs-2929	12	1	tensorflow	tensorflow	PROPN
bitcs-2929	12	2	dipilih	dipilih	VERB
bitcs-2929	12	3	karena	karena	PROPN
bitcs-2929	12	4	proyek	proyek	PROPN
bitcs-2929	12	5	dapat	dapat	PROPN
bitcs-2929	12	6	diterapkan	diterapkan	PROPN
bitcs-2929	12	7	ke	ke	PROPN
bitcs-2929	12	8	lingkungan	lingkungan	VERB
bitcs-2929	12	9	seluler	seluler	PROPN
bitcs-2929	12	10	di	di	PROPN
bitcs-2929	12	11	masa	masa	PROPN
bitcs-2929	12	12	mendatang	mendatang	PROPN
bitcs-2929	12	13	dengan	dengan	PROPN
bitcs-2929	12	14	kemungkinan	kemungkinan	PROPN
bitcs-2929	12	15	perluasan	perluasan	PROPN
bitcs-2929	12	16	area	area	NOUN
bitcs-2929	12	17	lain	lain	PROPN
bitcs-2929	12	18	seperti	seperti	PROPN
bitcs-2929	12	19	keamanan	keamanan	PROPN
bitcs-2929	12	20	bandara	bandara	PROPN
bitcs-2929	12	21	,	,	PUNCT
bitcs-2929	12	22	noda	noda	PROPN
bitcs-2929	12	23	bus	bus	PROPN
bitcs-2929	12	24	,	,	PUNCT
bitcs-2929	12	25	dan	dan	PROPN
bitcs-2929	12	26	area	area	PROPN
bitcs-2929	12	27	publik	publik	PROPN
bitcs-2929	12	28	yang	yang	PROPN
bitcs-2929	12	29	mungkin	mungkin	PROPN
bitcs-2929	13	1	memerlukan	memerlukan	PROPN
bitcs-2929	13	2	perhatian	perhatian	PROPN
bitcs-2929	13	3	khusus	khusus	PROPN
bitcs-2929	13	4	untuk	untuk	PROPN
bitcs-2929	13	5	pemeriksaan	pemeriksaan	PROPN
bitcs-2929	13	6	keamanan	keamanan	PROPN
bitcs-2929	13	7	.	.	PUNCT
bitcs-2929	14	1	kami	kami	PROPN
bitcs-2929	14	2	memilih	memilih	PROPN
bitcs-2929	14	3	mediapipe	mediapipe	PROPN
bitcs-2929	14	4	ho	ho	ADJ
bitcs-2929	14	5	-	-	PUNCT
bitcs-2929	14	6	listic	listic	ADJ
bitcs-2929	14	7	untuk	untuk	NOUN
bitcs-2929	14	8	pengenalan	pengenalan	NOUN
bitcs-2929	14	9	getaran	getaran	VERB
bitcs-2929	14	10	buruk	buruk	PROPN
bitcs-2929	14	11	karyawan	karyawan	PROPN
bitcs-2929	14	12	dalam	dalam	PROPN
bitcs-2929	14	13	model	model	PROPN
bitcs-2929	14	14	.	.	PUNCT
bitcs-2929	15	1	kata	kata	PROPN
bitcs-2929	15	2	kunci	kunci	PROPN
bitcs-2929	15	3	—	—	PUNCT
bitcs-2929	15	4	artificial	artificial	ADJ
bitcs-2929	15	5	intelligence	intelligence	NOUN
bitcs-2929	15	6	,	,	PUNCT
bitcs-2929	15	7	klasifikasi	klasifikasi	NOUN
bitcs-2929	15	8	,	,	PUNCT
bitcs-2929	15	9	real	real	ADJ
bitcs-2929	15	10	-	-	PUNCT
bitcs-2929	15	11	time	time	NOUN
bitcs-2929	15	12	object	object	NOUN
bitcs-2929	15	13	recognition	recognition	NOUN
bitcs-2929	15	14	,	,	PUNCT
bitcs-2929	15	15	computer	computer	NOUN
bitcs-2929	15	16	vision	vision	NOUN
bitcs-2929	15	17	.	.	PUNCT
bitcs-2929	16	1	i.	i.	PROPN
bitcs-2929	16	2	introduction	introduction	NOUN
bitcs-2929	16	3	the	the	DET
bitcs-2929	16	4	use	use	NOUN
bitcs-2929	16	5	of	of	ADP
bitcs-2929	16	6	surveillance	surveillance	NOUN
bitcs-2929	16	7	cameras	camera	NOUN
bitcs-2929	16	8	has	have	AUX
bitcs-2929	16	9	risen	rise	VERB
bitcs-2929	16	10	dramatically	dramatically	ADV
bitcs-2929	16	11	because	because	SCONJ
bitcs-2929	16	12	of	of	ADP
bitcs-2929	16	13	the	the	DET
bitcs-2929	16	14	conven	conven	VERB
bitcs-2929	16	15	-	-	PUNCT
bitcs-2929	16	16	ience	ience	NOUN
bitcs-2929	16	17	of	of	ADP
bitcs-2929	16	18	monitoring	monitoring	NOUN
bitcs-2929	16	19	from	from	ADP
bitcs-2929	16	20	anywhere	anywhere	ADV
bitcs-2929	16	21	and	and	CCONJ
bitcs-2929	16	22	the	the	DET
bitcs-2929	16	23	reduction	reduction	NOUN
bitcs-2929	16	24	of	of	ADP
bitcs-2929	16	25	crime	crime	NOUN
bitcs-2929	16	26	rates	rate	NOUN
bitcs-2929	16	27	in	in	ADP
bitcs-2929	16	28	public	public	ADJ
bitcs-2929	16	29	areas	area	NOUN
bitcs-2929	16	30	.	.	PUNCT
bitcs-2929	17	1	hajj	hajj	PROPN
bitcs-2929	17	2	is	be	AUX
bitcs-2929	17	3	one	one	NUM
bitcs-2929	17	4	of	of	ADP
bitcs-2929	17	5	the	the	DET
bitcs-2929	17	6	five	five	NUM
bitcs-2929	17	7	pillars	pillar	NOUN
bitcs-2929	17	8	of	of	ADP
bitcs-2929	17	9	the	the	DET
bitcs-2929	17	10	islamic	islamic	ADJ
bitcs-2929	17	11	religion	religion	NOUN
bitcs-2929	17	12	where	where	SCONJ
bitcs-2929	17	13	the	the	DET
bitcs-2929	17	14	pilgrimage	pilgrimage	NOUN
bitcs-2929	17	15	to	to	ADP
bitcs-2929	17	16	the	the	DET
bitcs-2929	17	17	holy	holy	ADJ
bitcs-2929	17	18	city	city	PROPN
bitcs-2929	17	19	of	of	ADP
bitcs-2929	17	20	mecca	mecca	PROPN
bitcs-2929	17	21	in	in	ADP
bitcs-2929	17	22	the	the	DET
bitcs-2929	17	23	kingdom	kingdom	NOUN
bitcs-2929	17	24	of	of	ADP
bitcs-2929	17	25	saudi	saudi	PROPN
bitcs-2929	17	26	arabia	arabia	PROPN
bitcs-2929	17	27	,	,	PUNCT
bitcs-2929	17	28	which	which	PRON
bitcs-2929	17	29	takes	take	VERB
bitcs-2929	17	30	place	place	NOUN
bitcs-2929	17	31	in	in	ADP
bitcs-2929	17	32	the	the	DET
bitcs-2929	17	33	last	last	ADJ
bitcs-2929	17	34	month	month	NOUN
bitcs-2929	17	35	of	of	ADP
bitcs-2929	17	36	the	the	DET
bitcs-2929	17	37	year	year	NOUN
bitcs-2929	17	38	(	(	PUNCT
bitcs-2929	17	39	hijri	hijri	ADJ
bitcs-2929	17	40	calendar	calendar	NOUN
bitcs-2929	17	41	)	)	PUNCT
bitcs-2929	17	42	and	and	CCONJ
bitcs-2929	17	43	which	which	PRON
bitcs-2929	17	44	all	all	DET
bitcs-2929	17	45	muslims	muslim	NOUN
bitcs-2929	17	46	are	be	AUX
bitcs-2929	17	47	obligated	obligate	VERB
bitcs-2929	17	48	to	to	PART
bitcs-2929	17	49	make	make	VERB
bitcs-2929	17	50	at	at	ADP
bitcs-2929	17	51	least	least	ADJ
bitcs-2929	17	52	once	once	ADV
bitcs-2929	17	53	throughout	throughout	ADP
bitcs-2929	17	54	their	their	PRON
bitcs-2929	17	55	lifetime	lifetime	NOUN
bitcs-2929	17	56	if	if	SCONJ
bitcs-2929	17	57	they	they	PRON
bitcs-2929	17	58	can	can	AUX
bitcs-2929	17	59	afford	afford	VERB
bitcs-2929	17	60	it	it	PRON
bitcs-2929	17	61	[	[	X
bitcs-2929	17	62	1	1	NUM
bitcs-2929	17	63	]	]	PUNCT
bitcs-2929	17	64	.	.	PUNCT
bitcs-2929	18	1	before	before	SCONJ
bitcs-2929	18	2	covid_19	covid_19	PROPN
bitcs-2929	18	3	emerged	emerge	VERB
bitcs-2929	18	4	,	,	PUNCT
bitcs-2929	18	5	2.5	2.5	NUM
bitcs-2929	18	6	million	million	NUM
bitcs-2929	18	7	people	people	NOUN
bitcs-2929	18	8	would	would	AUX
bitcs-2929	18	9	travel	travel	VERB
bitcs-2929	18	10	every	every	DET
bitcs-2929	18	11	year	year	NOUN
bitcs-2929	18	12	to	to	ADP
bitcs-2929	18	13	saudi	saudi	PROPN
bitcs-2929	18	14	arabia	arabia	PROPN
bitcs-2929	18	15	for	for	ADP
bitcs-2929	18	16	hajj	hajj	PROPN
bitcs-2929	18	17	.	.	PUNCT
bitcs-2929	19	1	due	due	ADP
bitcs-2929	19	2	to	to	ADP
bitcs-2929	19	3	this	this	PRON
bitcs-2929	19	4	,	,	PUNCT
bitcs-2929	19	5	the	the	DET
bitcs-2929	19	6	security	security	NOUN
bitcs-2929	19	7	of	of	ADP
bitcs-2929	19	8	pilgrims	pilgrim	NOUN
bitcs-2929	19	9	needs	need	VERB
bitcs-2929	19	10	special	special	ADJ
bitcs-2929	19	11	attention	attention	NOUN
bitcs-2929	19	12	.	.	PUNCT
bitcs-2929	20	1	new	new	ADJ
bitcs-2929	20	2	cut	cut	NOUN
bitcs-2929	20	3	-	-	PUNCT
bitcs-2929	20	4	ting	ting	ADJ
bitcs-2929	20	5	-	-	PUNCT
bitcs-2929	20	6	edge	edge	NOUN
bitcs-2929	20	7	technology	technology	NOUN
bitcs-2929	20	8	is	be	AUX
bitcs-2929	20	9	required	require	VERB
bitcs-2929	20	10	to	to	PART
bitcs-2929	20	11	ensure	ensure	VERB
bitcs-2929	20	12	the	the	DET
bitcs-2929	20	13	safety	safety	NOUN
bitcs-2929	20	14	of	of	ADP
bitcs-2929	20	15	the	the	DET
bitcs-2929	20	16	people	people	NOUN
bitcs-2929	20	17	and	and	CCONJ
bitcs-2929	20	18	the	the	DET
bitcs-2929	20	19	city	city	NOUN
bitcs-2929	20	20	where	where	SCONJ
bitcs-2929	20	21	the	the	DET
bitcs-2929	20	22	hajj	hajj	PROPN
bitcs-2929	20	23	imitation	imitation	NOUN
bitcs-2929	20	24	takes	take	VERB
bitcs-2929	20	25	place	place	NOUN
bitcs-2929	20	26	,	,	PUNCT
bitcs-2929	20	27	as	as	ADV
bitcs-2929	20	28	well	well	ADV
bitcs-2929	20	29	as	as	ADP
bitcs-2929	20	30	the	the	DET
bitcs-2929	20	31	detection	detection	NOUN
bitcs-2929	20	32	of	of	ADP
bitcs-2929	20	33	forbidden	forbid	VERB
bitcs-2929	20	34	activi	activi	NOUN
bitcs-2929	20	35	-	-	PUNCT
bitcs-2929	20	36	ties	tie	NOUN
bitcs-2929	20	37	and	and	CCONJ
bitcs-2929	20	38	the	the	DET
bitcs-2929	20	39	carrying	carrying	NOUN
bitcs-2929	20	40	of	of	ADP
bitcs-2929	20	41	prohibited	prohibit	VERB
bitcs-2929	20	42	things	thing	NOUN
bitcs-2929	20	43	such	such	ADJ
bitcs-2929	20	44	as	as	ADP
bitcs-2929	20	45	guns	gun	NOUN
bitcs-2929	20	46	,	,	PUNCT
bitcs-2929	20	47	flames	flame	NOUN
bitcs-2929	20	48	,	,	PUNCT
bitcs-2929	20	49	sharp	sharp	ADJ
bitcs-2929	20	50	metals	metal	NOUN
bitcs-2929	20	51	,	,	PUNCT
bitcs-2929	20	52	and	and	CCONJ
bitcs-2929	20	53	the	the	DET
bitcs-2929	20	54	like	like	ADJ
bitcs-2929	20	55	.	.	PUNCT
bitcs-2929	21	1	human	human	ADJ
bitcs-2929	21	2	activity	activity	NOUN
bitcs-2929	21	3	recognition	recognition	NOUN
bitcs-2929	21	4	(	(	PUNCT
bitcs-2929	21	5	har	har	X
bitcs-2929	21	6	)	)	PUNCT
bitcs-2929	21	7	is	be	AUX
bitcs-2929	21	8	the	the	DET
bitcs-2929	21	9	ability	ability	NOUN
bitcs-2929	21	10	to	to	PART
bitcs-2929	21	11	use	use	VERB
bitcs-2929	21	12	sensors	sensor	NOUN
bitcs-2929	21	13	to	to	ADP
bitcs-2929	21	14	ana	ana	PROPN
bitcs-2929	21	15	-	-	PUNCT
bitcs-2929	21	16	lyze	lyze	NOUN
bitcs-2929	21	17	human	human	ADJ
bitcs-2929	21	18	body	body	NOUN
bitcs-2929	21	19	indicators	indicator	NOUN
bitcs-2929	21	20	or	or	CCONJ
bitcs-2929	21	21	motion	motion	NOUN
bitcs-2929	21	22	and	and	CCONJ
bitcs-2929	21	23	identify	identify	VERB
bitcs-2929	21	24	human	human	ADJ
bitcs-2929	21	25	actions	action	NOUN
bitcs-2929	21	26	or	or	CCONJ
bitcs-2929	21	27	events	event	NOUN
bitcs-2929	21	28	[	[	X
bitcs-2929	21	29	2	2	NUM
bitcs-2929	21	30	]	]	PUNCT
bitcs-2929	21	31	.	.	PUNCT
bitcs-2929	22	1	har	har	PROPN
bitcs-2929	22	2	is	be	AUX
bitcs-2929	22	3	regarded	regard	VERB
bitcs-2929	22	4	as	as	ADP
bitcs-2929	22	5	a	a	DET
bitcs-2929	22	6	significant	significant	ADJ
bitcs-2929	22	7	component	component	NOUN
bitcs-2929	22	8	in	in	ADP
bitcs-2929	22	9	various	various	ADJ
bitcs-2929	22	10	scientific	scientific	ADJ
bitcs-2929	22	11	research	research	NOUN
bitcs-2929	22	12	set	set	NOUN
bitcs-2929	22	13	-	-	PUNCT
bitcs-2929	22	14	tings	ting	NOUN
bitcs-2929	22	15	,	,	PUNCT
bitcs-2929	22	16	such	such	ADJ
bitcs-2929	22	17	as	as	ADP
bitcs-2929	22	18	health	health	NOUN
bitcs-2929	22	19	[	[	X
bitcs-2929	22	20	3	3	NUM
bitcs-2929	22	21	]	]	PUNCT
bitcs-2929	22	22	,	,	PUNCT
bitcs-2929	22	23	human	human	ADJ
bitcs-2929	22	24	-	-	PUNCT
bitcs-2929	22	25	robot	robot	NOUN
bitcs-2929	22	26	interaction	interaction	NOUN
bitcs-2929	22	27	[	[	X
bitcs-2929	22	28	4	4	NUM
bitcs-2929	22	29	]	]	PUNCT
bitcs-2929	22	30	,	,	PUNCT
bitcs-2929	22	31	and	and	CCONJ
bitcs-2929	22	32	security	security	NOUN
bitcs-2929	22	33	[	[	X
bitcs-2929	22	34	5	5	NUM
bitcs-2929	22	35	]	]	PUNCT
bitcs-2929	22	36	.	.	PUNCT
bitcs-2929	23	1	such	such	ADJ
bitcs-2929	23	2	technologies	technology	NOUN
bitcs-2929	23	3	are	be	AUX
bitcs-2929	23	4	in	in	ADP
bitcs-2929	23	5	high	high	ADJ
bitcs-2929	23	6	demand	demand	NOUN
bitcs-2929	23	7	during	during	ADP
bitcs-2929	23	8	the	the	DET
bitcs-2929	23	9	hajj	hajj	PROPN
bitcs-2929	23	10	festival	festival	PROPN
bitcs-2929	23	11	to	to	PART
bitcs-2929	23	12	safeguard	safeguard	VERB
bitcs-2929	23	13	pil	pil	NOUN
bitcs-2929	23	14	-	-	PUNCT
bitcs-2929	23	15	grims	grims	PROPN
bitcs-2929	23	16	'	'	PART
bitcs-2929	23	17	safety	safety	NOUN
bitcs-2929	23	18	.	.	PUNCT
bitcs-2929	24	1	many	many	ADJ
bitcs-2929	24	2	people	people	NOUN
bitcs-2929	24	3	have	have	AUX
bitcs-2929	24	4	become	become	VERB
bitcs-2929	24	5	victims	victim	NOUN
bitcs-2929	24	6	of	of	ADP
bitcs-2929	24	7	the	the	DET
bitcs-2929	24	8	hajj	hajj	PROPN
bitcs-2929	24	9	scam	scam	NOUN
bitcs-2929	24	10	in	in	ADP
bitcs-2929	24	11	recent	recent	ADJ
bitcs-2929	24	12	years	year	NOUN
bitcs-2929	24	13	,	,	PUNCT
bitcs-2929	24	14	losing	lose	VERB
bitcs-2929	24	15	money	money	NOUN
bitcs-2929	24	16	,	,	PUNCT
bitcs-2929	24	17	cellphones	cellphone	NOUN
bitcs-2929	24	18	,	,	PUNCT
bitcs-2929	24	19	and	and	CCONJ
bitcs-2929	24	20	other	other	ADJ
bitcs-2929	24	21	valuables	valuable	NOUN
bitcs-2929	24	22	.	.	PUNCT
bitcs-2929	25	1	nowadays	nowadays	ADV
bitcs-2929	25	2	terrorist	terrorist	ADJ
bitcs-2929	25	3	acts	act	NOUN
bitcs-2929	25	4	pose	pose	VERB
bitcs-2929	25	5	the	the	DET
bitcs-2929	25	6	greatest	great	ADJ
bitcs-2929	25	7	danger	danger	NOUN
bitcs-2929	25	8	to	to	ADP
bitcs-2929	25	9	public	public	ADJ
bitcs-2929	25	10	safety	safety	NOUN
bitcs-2929	25	11	[	[	X
bitcs-2929	25	12	6	6	NUM
bitcs-2929	25	13	]	]	PUNCT
bitcs-2929	25	14	.	.	PUNCT
bitcs-2929	26	1	prohibited	prohibit	VERB
bitcs-2929	26	2	things	thing	NOUN
bitcs-2929	26	3	,	,	PUNCT
bitcs-2929	26	4	such	such	ADJ
bitcs-2929	26	5	as	as	ADP
bitcs-2929	26	6	carrying	carry	VERB
bitcs-2929	26	7	a	a	DET
bitcs-2929	26	8	gun	gun	NOUN
bitcs-2929	26	9	,	,	PUNCT
bitcs-2929	26	10	hurling	hurl	VERB
bitcs-2929	26	11	a	a	DET
bitcs-2929	26	12	bomb	bomb	NOUN
bitcs-2929	26	13	,	,	PUNCT
bitcs-2929	26	14	deceiving	deceive	VERB
bitcs-2929	26	15	people	people	NOUN
bitcs-2929	26	16	,	,	PUNCT
bitcs-2929	26	17	and	and	CCONJ
bitcs-2929	26	18	threatening	threaten	VERB
bitcs-2929	26	19	a	a	DET
bitcs-2929	26	20	suicide	suicide	NOUN
bitcs-2929	26	21	bombing	bombing	NOUN
bitcs-2929	26	22	,	,	PUNCT
bitcs-2929	26	23	should	should	AUX
bitcs-2929	26	24	be	be	AUX
bitcs-2929	26	25	checked	check	VERB
bitcs-2929	26	26	instantly	instantly	ADV
bitcs-2929	26	27	.	.	PUNCT
bitcs-2929	27	1	as	as	ADP
bitcs-2929	27	2	a	a	DET
bitcs-2929	27	3	result	result	NOUN
bitcs-2929	27	4	,	,	PUNCT
bitcs-2929	27	5	these	these	PRON
bitcs-2929	27	6	challenges	challenge	NOUN
bitcs-2929	27	7	demand	demand	NOUN
bitcs-2929	27	8	models	model	NOUN
bitcs-2929	27	9	that	that	PRON
bitcs-2929	27	10	generate	generate	VERB
bitcs-2929	27	11	a	a	DET
bitcs-2929	27	12	warning	warning	NOUN
bitcs-2929	27	13	or	or	CCONJ
bitcs-2929	27	14	alarm	alarm	NOUN
bitcs-2929	27	15	.	.	PUNCT
bitcs-2929	28	1	if	if	SCONJ
bitcs-2929	28	2	accurate	accurate	ADJ
bitcs-2929	28	3	forecasts	forecast	NOUN
bitcs-2929	28	4	are	be	AUX
bitcs-2929	28	5	provided	provide	VERB
bitcs-2929	28	6	in	in	ADP
bitcs-2929	28	7	a	a	DET
bitcs-2929	28	8	timely	timely	ADJ
bitcs-2929	28	9	manner	manner	NOUN
bitcs-2929	28	10	,	,	PUNCT
bitcs-2929	28	11	human	human	ADJ
bitcs-2929	28	12	lives	life	NOUN
bitcs-2929	28	13	can	can	AUX
bitcs-2929	28	14	be	be	AUX
bitcs-2929	28	15	saved	save	VERB
bitcs-2929	28	16	by	by	ADP
bitcs-2929	28	17	employing	employ	VERB
bitcs-2929	28	18	this	this	DET
bitcs-2929	28	19	newly	newly	ADV
bitcs-2929	28	20	introduced	introduce	VERB
bitcs-2929	28	21	model	model	NOUN
bitcs-2929	28	22	.	.	PUNCT
bitcs-2929	29	1	interleaved	interleaved	ADJ
bitcs-2929	29	2	actions	action	NOUN
bitcs-2929	29	3	,	,	PUNCT
bitcs-2929	29	4	such	such	ADJ
bitcs-2929	29	5	as	as	ADP
bitcs-2929	29	6	throwing	throw	VERB
bitcs-2929	29	7	a	a	DET
bitcs-2929	29	8	stone	stone	NOUN
bitcs-2929	29	9	at	at	ADP
bitcs-2929	29	10	three	three	NUM
bitcs-2929	29	11	walls	wall	NOUN
bitcs-2929	29	12	(	(	PUNCT
bitcs-2929	29	13	ramy	ramy	PROPN
bitcs-2929	29	14	al	al	PROPN
bitcs-2929	29	15	jamarat	jamarat	PROPN
bitcs-2929	29	16	)	)	PUNCT
bitcs-2929	29	17	,	,	PUNCT
bitcs-2929	29	18	which	which	PRON
bitcs-2929	29	19	is	be	AUX
bitcs-2929	29	20	also	also	ADV
bitcs-2929	29	21	known	know	VERB
bitcs-2929	29	22	as	as	ADP
bitcs-2929	29	23	stoning	stone	VERB
bitcs-2929	29	24	the	the	DET
bitcs-2929	29	25	devil	devil	NOUN
bitcs-2929	29	26	(	(	PUNCT
bitcs-2929	29	27	sheytan	sheytan	PROPN
bitcs-2929	29	28	)	)	PUNCT
bitcs-2929	29	29	and	and	CCONJ
bitcs-2929	29	30	running	run	VERB
bitcs-2929	29	31	between	between	ADP
bitcs-2929	29	32	mina	mina	PROPN
bitcs-2929	29	33	and	and	CCONJ
bitcs-2929	29	34	muzdalifah	muzdalifah	NOUN
bitcs-2929	29	35	are	be	AUX
bitcs-2929	29	36	a	a	DET
bitcs-2929	29	37	pillar	pillar	NOUN
bitcs-2929	29	38	of	of	ADP
bitcs-2929	29	39	the	the	DET
bitcs-2929	29	40	hajj	hajj	PROPN
bitcs-2929	29	41	pilgrims	pilgrims	PROPN
bitcs-2929	29	42	.	.	PUNCT
bitcs-2929	30	1	the	the	DET
bitcs-2929	30	2	stoning	stoning	NOUN
bitcs-2929	30	3	of	of	ADP
bitcs-2929	30	4	the	the	DET
bitcs-2929	30	5	devil	devil	NOUN
bitcs-2929	30	6	may	may	AUX
bitcs-2929	30	7	cause	cause	VERB
bitcs-2929	30	8	prediction	prediction	NOUN
bitcs-2929	30	9	ambiguity	ambiguity	NOUN
bitcs-2929	30	10	,	,	PUNCT
bitcs-2929	30	11	by	by	ADP
bitcs-2929	30	12	throwing	throw	VERB
bitcs-2929	30	13	stones	stone	NOUN
bitcs-2929	30	14	at	at	ADP
bitcs-2929	30	15	people	people	NOUN
bitcs-2929	30	16	or	or	CCONJ
bitcs-2929	30	17	away	away	ADV
bitcs-2929	30	18	from	from	ADP
bitcs-2929	30	19	the	the	DET
bitcs-2929	30	20	road	road	NOUN
bitcs-2929	30	21	and	and	CCONJ
bitcs-2929	30	22	running	run	VERB
bitcs-2929	30	23	between	between	ADP
bitcs-2929	30	24	mina	mina	PROPN
bitcs-2929	30	25	and	and	CCONJ
bitcs-2929	30	26	muzdali	muzdali	ADJ
bitcs-2929	30	27	-	-	PUNCT
bitcs-2929	30	28	fah	fah	PROPN
bitcs-2929	30	29	may	may	AUX
bitcs-2929	30	30	cause	cause	VERB
bitcs-2929	30	31	prediction	prediction	NOUN
bitcs-2929	30	32	ambiguity	ambiguity	NOUN
bitcs-2929	30	33	with	with	ADP
bitcs-2929	30	34	a	a	DET
bitcs-2929	30	35	sudden	sudden	ADJ
bitcs-2929	30	36	run	run	NOUN
bitcs-2929	30	37	.	.	PUNCT
bitcs-2929	31	1	a	a	DET
bitcs-2929	31	2	recurrent	recurrent	ADJ
bitcs-2929	31	3	neural	neural	ADJ
bitcs-2929	31	4	net	net	NOUN
bitcs-2929	31	5	-	-	PUNCT
bitcs-2929	31	6	work	work	NOUN
bitcs-2929	31	7	(	(	PUNCT
bitcs-2929	31	8	rnn	rnn	PROPN
bitcs-2929	31	9	)	)	PUNCT
bitcs-2929	31	10	is	be	AUX
bitcs-2929	31	11	used	use	VERB
bitcs-2929	31	12	to	to	PART
bitcs-2929	31	13	overcome	overcome	VERB
bitcs-2929	31	14	activity	activity	NOUN
bitcs-2929	31	15	overlapping	overlap	VERB
bitcs-2929	31	16	difficulties	difficulty	NOUN
bitcs-2929	31	17	.	.	PUNCT
bitcs-2929	32	1	despite	despite	SCONJ
bitcs-2929	32	2	this	this	PRON
bitcs-2929	32	3	,	,	PUNCT
bitcs-2929	32	4	utilizing	utilize	VERB
bitcs-2929	32	5	smart	smart	ADJ
bitcs-2929	32	6	cctv	cctv	NOUN
bitcs-2929	32	7	surveillance	surveillance	NOUN
bitcs-2929	32	8	reduces	reduce	VERB
bitcs-2929	32	9	labor	labor	NOUN
bitcs-2929	32	10	expenses	expense	NOUN
bitcs-2929	32	11	while	while	SCONJ
bitcs-2929	32	12	also	also	ADV
bitcs-2929	32	13	increasing	increase	VERB
bitcs-2929	32	14	the	the	DET
bitcs-2929	32	15	security	security	NOUN
bitcs-2929	32	16	and	and	CCONJ
bitcs-2929	32	17	safety	safety	NOUN
bitcs-2929	32	18	of	of	ADP
bitcs-2929	32	19	pilgrims	pilgrim	NOUN
bitcs-2929	32	20	.	.	PUNCT
bitcs-2929	33	1	this	this	DET
bitcs-2929	33	2	study	study	NOUN
bitcs-2929	33	3	proposes	propose	VERB
bitcs-2929	33	4	a	a	DET
bitcs-2929	33	5	deep	deep	ADJ
bitcs-2929	33	6	feature	feature	NOUN
bitcs-2929	33	7	extraction	extraction	NOUN
bitcs-2929	33	8	mechanism	mechanism	NOUN
bitcs-2929	33	9	for	for	ADP
bitcs-2929	33	10	forbidden	forbid	VERB
bitcs-2929	33	11	motion	motion	NOUN
bitcs-2929	33	12	and	and	CCONJ
bitcs-2929	33	13	activity	activity	NOUN
bitcs-2929	33	14	identification	identification	NOUN
bitcs-2929	33	15	29	29	NUM
bitcs-2929	33	16	|	|	ADV
bitcs-2929	33	17	vol.4	vol.4	PROPN
bitcs-2929	33	18	no.1	no.1	PROPN
bitcs-2929	33	19	,	,	PUNCT
bitcs-2929	33	20	january	january	NOUN
bitcs-2929	33	21	2023	2023	NUM
bitcs-2929	33	22	to	to	PART
bitcs-2929	33	23	address	address	VERB
bitcs-2929	33	24	the	the	DET
bitcs-2929	33	25	difficulties	difficulty	NOUN
bitcs-2929	33	26	.	.	PUNCT
bitcs-2929	34	1	we	we	PRON
bitcs-2929	34	2	proposed	propose	VERB
bitcs-2929	34	3	a	a	DET
bitcs-2929	34	4	new	new	ADJ
bitcs-2929	34	5	model	model	NOUN
bitcs-2929	34	6	named	name	VERB
bitcs-2929	34	7	l4	l4	PROPN
bitcs-2929	34	8	-	-	PUNCT
bitcs-2929	34	9	branched	branch	VERB
bitcs-2929	34	10	-	-	PUNCT
bitcs-2929	34	11	action	action	NOUN
bitcs-2929	34	12	net	net	NOUN
bitcs-2929	34	13	.	.	PUNCT
bitcs-2929	35	1	by	by	ADP
bitcs-2929	35	2	using	use	VERB
bitcs-2929	35	3	this	this	DET
bitcs-2929	35	4	new	new	ADJ
bitcs-2929	35	5	model	model	NOUN
bitcs-2929	35	6	,	,	PUNCT
bitcs-2929	35	7	we	we	PRON
bitcs-2929	35	8	extract	extract	VERB
bitcs-2929	35	9	features	feature	NOUN
bitcs-2929	35	10	from	from	ADP
bitcs-2929	35	11	the	the	DET
bitcs-2929	35	12	video	video	NOUN
bitcs-2929	35	13	frame	frame	NOUN
bitcs-2929	35	14	and	and	CCONJ
bitcs-2929	35	15	bels	bel	VERB
bitcs-2929	35	16	the	the	DET
bitcs-2929	35	17	activity	activity	NOUN
bitcs-2929	35	18	to	to	PART
bitcs-2929	35	19	activity	activity	VERB
bitcs-2929	35	20	to	to	ADP
bitcs-2929	35	21	their	their	PRON
bitcs-2929	35	22	respective	respective	ADJ
bitcs-2929	35	23	class	class	NOUN
bitcs-2929	35	24	like	like	ADP
bitcs-2929	35	25	the	the	DET
bitcs-2929	35	26	need	need	NOUN
bitcs-2929	35	27	for	for	ADP
bitcs-2929	35	28	special	special	ADJ
bitcs-2929	35	29	attention	attention	NOUN
bitcs-2929	35	30	,	,	PUNCT
bitcs-2929	35	31	or	or	CCONJ
bitcs-2929	35	32	safe	safe	ADJ
bitcs-2929	35	33	move	move	NOUN
bitcs-2929	35	34	.	.	PUNCT
bitcs-2929	36	1	64	64	NUM
bitcs-2929	36	2	layers	layer	NOUN
bitcs-2929	36	3	of	of	ADP
bitcs-2929	36	4	cnndeep	cnndeep	ADJ
bitcs-2929	36	5	architecture	architecture	NOUN
bitcs-2929	36	6	are	be	AUX
bitcs-2929	36	7	used	use	VERB
bitcs-2929	36	8	for	for	ADP
bitcs-2929	36	9	feature	feature	NOUN
bitcs-2929	36	10	extraction	extraction	NOUN
bitcs-2929	36	11	.	.	PUNCT
bitcs-2929	37	1	to	to	PART
bitcs-2929	37	2	optimize	optimize	VERB
bitcs-2929	37	3	the	the	DET
bitcs-2929	37	4	deep	deep	ADJ
bitcs-2929	37	5	features	feature	NOUN
bitcs-2929	37	6	that	that	PRON
bitcs-2929	37	7	have	have	AUX
bitcs-2929	37	8	been	be	AUX
bitcs-2929	37	9	obtained	obtain	VERB
bitcs-2929	37	10	,	,	PUNCT
bitcs-2929	37	11	an	an	DET
bitcs-2929	37	12	aco	aco	PROPN
bitcs-2929	37	13	feature	feature	NOUN
bitcs-2929	37	14	selection	selection	NOUN
bitcs-2929	37	15	technique	technique	NOUN
bitcs-2929	37	16	is	be	AUX
bitcs-2929	37	17	applied	apply	VERB
bitcs-2929	37	18	.	.	PUNCT
bitcs-2929	38	1	by	by	ADP
bitcs-2929	38	2	running	run	VERB
bitcs-2929	38	3	convolution	convolution	NOUN
bitcs-2929	38	4	layers	layer	NOUN
bitcs-2929	38	5	over	over	ADP
bitcs-2929	38	6	pre	pre	ADJ
bitcs-2929	38	7	-	-	ADJ
bitcs-2929	38	8	trained	train	VERB
bitcs-2929	38	9	public	public	ADJ
bitcs-2929	38	10	data	datum	NOUN
bitcs-2929	38	11	like	like	ADP
bitcs-2929	38	12	the	the	DET
bitcs-2929	38	13	cifra-100	cifra-100	NOUN
bitcs-2929	38	14	.	.	PUNCT
bitcs-2929	39	1	ii	ii	PROPN
bitcs-2929	39	2	.	.	PROPN
bitcs-2929	39	3	method	method	PROPN
bitcs-2929	39	4	the	the	DET
bitcs-2929	39	5	proposed	propose	VERB
bitcs-2929	39	6	model	model	NOUN
bitcs-2929	39	7	will	will	AUX
bitcs-2929	39	8	be	be	AUX
bitcs-2929	39	9	presented	present	VERB
bitcs-2929	39	10	in	in	ADP
bitcs-2929	39	11	its	its	PRON
bitcs-2929	39	12	entirety	entirety	NOUN
bitcs-2929	39	13	in	in	ADP
bitcs-2929	39	14	this	this	DET
bitcs-2929	39	15	section	section	NOUN
bitcs-2929	39	16	.	.	PUNCT
bitcs-2929	40	1	further	far	ADV
bitcs-2929	40	2	-	-	PUNCT
bitcs-2929	40	3	more	more	ADJ
bitcs-2929	40	4	,	,	PUNCT
bitcs-2929	40	5	this	this	DET
bitcs-2929	40	6	section	section	NOUN
bitcs-2929	40	7	includes	include	VERB
bitcs-2929	40	8	details	detail	NOUN
bitcs-2929	40	9	of	of	ADP
bitcs-2929	40	10	the	the	DET
bitcs-2929	40	11	proposed	propose	VERB
bitcs-2929	40	12	64	64	NUM
bitcs-2929	40	13	-	-	PUNCT
bitcs-2929	40	14	layer	layer	NOUN
bitcs-2929	40	15	classification	classification	NOUN
bitcs-2929	40	16	algo	algo	NOUN
bitcs-2929	40	17	-	-	PUNCT
bitcs-2929	40	18	rithm	rithm	PROPN
bitcs-2929	40	19	.	.	PUNCT
bitcs-2929	41	1	we	we	PRON
bitcs-2929	41	2	used	use	VERB
bitcs-2929	41	3	the	the	DET
bitcs-2929	41	4	cifar-100	cifar-100	NOUN
bitcs-2929	41	5	dataset	dataset	VERB
bitcs-2929	41	6	to	to	PART
bitcs-2929	41	7	train	train	VERB
bitcs-2929	41	8	the	the	DET
bitcs-2929	41	9	proposed	propose	VERB
bitcs-2929	41	10	model	model	NOUN
bitcs-2929	41	11	,	,	PUNCT
bitcs-2929	41	12	as	as	ADV
bitcs-2929	41	13	well	well	ADV
bitcs-2929	41	14	as	as	ADP
bitcs-2929	41	15	feature	feature	NOUN
bitcs-2929	41	16	extraction	extraction	NOUN
bitcs-2929	41	17	from	from	ADP
bitcs-2929	41	18	the	the	DET
bitcs-2929	41	19	action	action	NOUN
bitcs-2929	41	20	recognition	recognition	NOUN
bitcs-2929	41	21	dataset	dataset	VERB
bitcs-2929	41	22	using	use	VERB
bitcs-2929	41	23	the	the	DET
bitcs-2929	41	24	proposed	propose	VERB
bitcs-2929	41	25	cnn	cnn	PROPN
bitcs-2929	41	26	architecture	architecture	NOUN
bitcs-2929	41	27	,	,	PUNCT
bitcs-2929	41	28	feature	feature	NOUN
bitcs-2929	41	29	selection	selection	NOUN
bitcs-2929	41	30	using	use	VERB
bitcs-2929	41	31	ant	ant	ADJ
bitcs-2929	41	32	colony	colony	NOUN
bitcs-2929	41	33	optimization	optimization	NOUN
bitcs-2929	41	34	(	(	PUNCT
bitcs-2929	41	35	aco	aco	PROPN
bitcs-2929	41	36	)	)	PUNCT
bitcs-2929	41	37	,	,	PUNCT
bitcs-2929	41	38	and	and	CCONJ
bitcs-2929	41	39	predic	predic	ADJ
bitcs-2929	41	40	-	-	PUNCT
bitcs-2929	41	41	tion	tion	NOUN
bitcs-2929	41	42	using	use	VERB
bitcs-2929	41	43	a	a	DET
bitcs-2929	41	44	variety	variety	NOUN
bitcs-2929	41	45	of	of	ADP
bitcs-2929	41	46	algorithms	algorithm	NOUN
bitcs-2929	41	47	.	.	PUNCT
bitcs-2929	42	1	for	for	ADP
bitcs-2929	42	2	autonomous	autonomous	ADJ
bitcs-2929	42	3	feature	feature	NOUN
bitcs-2929	42	4	extraction	extraction	NOUN
bitcs-2929	42	5	from	from	ADP
bitcs-2929	42	6	video	video	NOUN
bitcs-2929	42	7	frames	frame	NOUN
bitcs-2929	42	8	and	and	CCONJ
bitcs-2929	42	9	classifications	classification	NOUN
bitcs-2929	42	10	events	event	NOUN
bitcs-2929	42	11	in	in	ADP
bitcs-2929	42	12	the	the	DET
bitcs-2929	42	13	frame	frame	NOUN
bitcs-2929	42	14	,	,	PUNCT
bitcs-2929	42	15	a	a	DET
bitcs-2929	42	16	novel	novel	NOUN
bitcs-2929	42	17	proposed	propose	VERB
bitcs-2929	42	18	64	64	NUM
bitcs-2929	42	19	-	-	PUNCT
bitcs-2929	42	20	layer	layer	NOUN
bitcs-2929	42	21	cnn	cnn	NOUN
bitcs-2929	42	22	architecture	architecture	NOUN
bitcs-2929	42	23	is	be	AUX
bitcs-2929	42	24	used	use	VERB
bitcs-2929	42	25	.	.	PUNCT
bitcs-2929	43	1	the	the	DET
bitcs-2929	43	2	recommended	recommend	VERB
bitcs-2929	43	3	l4	l4	PROPN
bitcs-2929	43	4	-	-	PUNCT
bitcs-2929	43	5	branchedactionnet	branchedactionnet	NOUN
bitcs-2929	43	6	's	's	PART
bitcs-2929	43	7	physical	physical	ADJ
bitcs-2929	43	8	architecture	architecture	NOUN
bitcs-2929	43	9	is	be	AUX
bitcs-2929	43	10	shown	show	VERB
bitcs-2929	43	11	in	in	ADP
bitcs-2929	43	12	fig.3	fig.3	PROPN
bitcs-2929	43	13	and	and	CCONJ
bitcs-2929	43	14	fig.4	fig.4	PROPN
bitcs-2929	43	15	.	.	PUNCT
bitcs-2929	43	16	fig.3	fig.3	PROPN
bitcs-2929	43	17	.	.	PUNCT
bitcs-2929	43	18	structure	structure	NOUN
bitcs-2929	43	19	of	of	ADP
bitcs-2929	43	20	proposed	propose	VERB
bitcs-2929	43	21	model	model	NOUN
bitcs-2929	43	22	fig	fig	PROPN
bitcs-2929	43	23	4	4	NUM
bitcs-2929	43	24	.	.	PUNCT
bitcs-2929	43	25	video	video	NOUN
bitcs-2929	43	26	frame	frame	NOUN
bitcs-2929	43	27	generation	generation	NOUN
bitcs-2929	43	28	table	table	NOUN
bitcs-2929	43	29	1	1	NUM
bitcs-2929	43	30	.	.	PUNCT
bitcs-2929	43	31	layer	layer	NOUN
bitcs-2929	43	32	configuration	configuration	NOUN
bitcs-2929	43	33	of	of	ADP
bitcs-2929	43	34	l4	l4	PROPN
bitcs-2929	43	35	-	-	PUNCT
bitcs-2929	43	36	branched	branch	VERB
bitcs-2929	43	37	action	action	NOUN
bitcs-2929	43	38	net	net	NOUN
bitcs-2929	43	39	lay	lie	VERB
bitcs-2929	43	40	er	er	INTJ
bitcs-2929	43	41	#	#	NOUN
bitcs-2929	43	42	layer	layer	NOUN
bitcs-2929	43	43	name	name	NOUN
bitcs-2929	43	44	feature	feature	NOUN
bitcs-2929	43	45	maps	map	NOUN
bitcs-2929	43	46	filter	filter	NOUN
bitcs-2929	43	47	depth	depth	NOUN
bitcs-2929	43	48	strid	strid	NOUN
bitcs-2929	43	49	e	e	PROPN
bitcs-2929	43	50	1	1	NUM
bitcs-2929	43	51	input	input	NOUN
bitcs-2929	43	52	227	227	NUM
bitcs-2929	43	53	×	×	NOUN
bitcs-2929	43	54	227	227	NUM
bitcs-2929	43	55	×	×	NOUN
bitcs-2929	43	56	3	3	NUM
bitcs-2929	43	57	2	2	NUM
bitcs-2929	43	58	conv_1	conv_1	NOUN
bitcs-2929	43	59	55	55	NUM
bitcs-2929	43	60	×	×	NOUN
bitcs-2929	43	61	55	55	NUM
bitcs-2929	43	62	×	×	NOUN
bitcs-2929	43	63	96	96	NUM
bitcs-2929	43	64	11	11	NUM
bitcs-2929	43	65	×	×	NOUN
bitcs-2929	43	66	11	11	NUM
bitcs-2929	43	67	×	×	NOUN
bitcs-2929	43	68	3	3	NUM
bitcs-2929	43	69	×	×	NOUN
bitcs-2929	43	70	96	96	NUM
bitcs-2929	44	1	[	[	PUNCT
bitcs-2929	44	2	4	4	NUM
bitcs-2929	44	3	4	4	NUM
bitcs-2929	44	4	]	]	SYM
bitcs-2929	44	5	3	3	NUM
bitcs-2929	44	6	relu_1	relu_1	NOUN
bitcs-2929	44	7	55	55	NUM
bitcs-2929	44	8	×	×	NOUN
bitcs-2929	44	9	55	55	NUM
bitcs-2929	44	10	×	×	NOUN
bitcs-2929	44	11	96	96	NUM
bitcs-2929	44	12	4	4	NUM
bitcs-2929	44	13	batch_norm	batch_norm	NOUN
bitcs-2929	44	14	_	_	NOUN
bitcs-2929	44	15	3	3	NUM
bitcs-2929	44	16	55	55	NUM
bitcs-2929	44	17	×	×	NOUN
bitcs-2929	44	18	55	55	NUM
bitcs-2929	44	19	×	×	NOUN
bitcs-2929	44	20	96	96	NUM
bitcs-2929	44	21	…	…	PUNCT
bitcs-2929	44	22	..	..	PUNCT
bitcs-2929	44	23	fc_20	fc_20	NOUN
bitcs-2929	44	24	1	1	NUM
bitcs-2929	44	25	×	×	NOUN
bitcs-2929	44	26	1	1	NUM
bitcs-2929	44	27	×	×	NOUN
bitcs-2929	44	28	100	100	NUM
bitcs-2929	45	1	[	[	X
bitcs-2929	45	2	1	1	NUM
bitcs-2929	45	3	1	1	NUM
bitcs-2929	45	4	]	]	PUNCT
bitcs-2929	45	5	same	same	ADJ
bitcs-2929	45	6	62	62	NUM
bitcs-2929	45	7	prob	prob	NOUN
bitcs-2929	45	8	1	1	NUM
bitcs-2929	45	9	×	×	NOUN
bitcs-2929	45	10	1	1	NUM
bitcs-2929	45	11	×	×	NOUN
bitcs-2929	45	12	100	100	NUM
bitcs-2929	45	13	63	63	NUM
bitcs-2929	45	14	fc_21	fc_21	NOUN
bitcs-2929	45	15	1	1	NUM
bitcs-2929	45	16	×	×	NOUN
bitcs-2929	45	17	1	1	NUM
bitcs-2929	45	18	×	×	NOUN
bitcs-2929	45	19	100	100	NUM
bitcs-2929	46	1	[	[	X
bitcs-2929	46	2	1,1	1,1	NUM
bitcs-2929	46	3	]	]	PUNCT
bitcs-2929	46	4	same	same	ADJ
bitcs-2929	46	5	64	64	NUM
bitcs-2929	46	6	video	video	NOUN
bitcs-2929	46	7	description	description	NOUN
bitcs-2929	46	8	the	the	DET
bitcs-2929	46	9	data	datum	NOUN
bitcs-2929	46	10	was	be	AUX
bitcs-2929	46	11	collected	collect	VERB
bitcs-2929	46	12	using	use	VERB
bitcs-2929	46	13	a	a	DET
bitcs-2929	46	14	script	script	NOUN
bitcs-2929	46	15	generated	generate	VERB
bitcs-2929	46	16	utilizing	utilize	VERB
bitcs-2929	46	17	opencv	opencv	PROPN
bitcs-2929	46	18	and	and	CCONJ
bitcs-2929	46	19	mediapipe	mediapipe	NOUN
bitcs-2929	46	20	holistic	holistic	ADJ
bitcs-2929	46	21	,	,	PUNCT
bitcs-2929	46	22	as	as	SCONJ
bitcs-2929	46	23	shown	show	VERB
bitcs-2929	46	24	in	in	ADP
bitcs-2929	46	25	fig.5	fig.5	NOUN
bitcs-2929	46	26	frames	frame	NOUN
bitcs-2929	46	27	of	of	ADP
bitcs-2929	46	28	data	datum	NOUN
bitcs-2929	46	29	are	be	AUX
bitcs-2929	46	30	recorded	record	VERB
bitcs-2929	46	31	for	for	ADP
bitcs-2929	46	32	each	each	DET
bitcs-2929	46	33	word	word	NOUN
bitcs-2929	46	34	caught	catch	VERB
bitcs-2929	46	35	.	.	PUNCT
bitcs-2929	47	1	fig.4	fig.4	PROPN
bitcs-2929	47	2	.	.	PUNCT
bitcs-2929	47	3	key	key	PROPN
bitcs-2929	47	4	using	use	VERB
bitcs-2929	47	5	open	open	ADJ
bitcs-2929	47	6	pose	pose	NOUN
bitcs-2929	47	7	using	use	VERB
bitcs-2929	47	8	mediapipe	mediapipe	NOUN
bitcs-2929	47	9	holistic	holistic	ADJ
bitcs-2929	47	10	point	point	NOUN
bitcs-2929	47	11	extraction	extraction	NOUN
bitcs-2929	47	12	[	[	X
bitcs-2929	47	13	12	12	NUM
bitcs-2929	47	14	]	]	PUNCT
bitcs-2929	47	15	numpy	numpy	NOUN
bitcs-2929	47	16	array	array	NOUN
bitcs-2929	47	17	is	be	AUX
bitcs-2929	47	18	used	use	VERB
bitcs-2929	47	19	instead	instead	ADV
bitcs-2929	47	20	of	of	ADP
bitcs-2929	47	21	pictures	picture	NOUN
bitcs-2929	47	22	to	to	PART
bitcs-2929	47	23	hold	hold	VERB
bitcs-2929	47	24	video	video	NOUN
bitcs-2929	47	25	frames	frame	NOUN
bitcs-2929	47	26	.	.	PUNCT
bitcs-2929	48	1	we	we	PRON
bitcs-2929	48	2	passed	pass	VERB
bitcs-2929	48	3	three	three	NUM
bitcs-2929	48	4	major	major	ADJ
bitcs-2929	48	5	steps	step	NOUN
bitcs-2929	48	6	to	to	PART
bitcs-2929	48	7	train	train	VERB
bitcs-2929	48	8	the	the	DET
bitcs-2929	48	9	model	model	NOUN
bitcs-2929	48	10	.	.	PUNCT
bitcs-2929	49	1	the	the	DET
bitcs-2929	49	2	following	follow	VERB
bitcs-2929	49	3	are	be	AUX
bitcs-2929	49	4	the	the	DET
bitcs-2929	49	5	details	detail	NOUN
bitcs-2929	49	6	of	of	ADP
bitcs-2929	49	7	the	the	DET
bitcs-2929	49	8	new	new	ADJ
bitcs-2929	49	9	model	model	NOUN
bitcs-2929	49	10	's	's	PART
bitcs-2929	49	11	operations	operation	NOUN
bitcs-2929	49	12	steps	step	NOUN
bitcs-2929	49	13	.	.	PUNCT
bitcs-2929	50	1	the	the	DET
bitcs-2929	50	2	first	first	ADJ
bitcs-2929	50	3	step	step	NOUN
bitcs-2929	50	4	the	the	PRON
bitcs-2929	50	5	is	be	AUX
bitcs-2929	50	6	conv	conv	ADJ
bitcs-2929	50	7	layer	layer	NOUN
bitcs-2929	50	8	;	;	PUNCT
bitcs-2929	50	9	(	(	PUNCT
bitcs-2929	50	10	1	1	X
bitcs-2929	50	11	)	)	PUNCT
bitcs-2929	50	12	in	in	ADP
bitcs-2929	50	13	the	the	DET
bitcs-2929	50	14	conv	conv	ADJ
bitcs-2929	50	15	layer	layer	NOUN
bitcs-2929	50	16	the	the	DET
bitcs-2929	50	17	input	input	NOUN
bitcs-2929	50	18	x	x	INTJ
bitcs-2929	50	19	i−1	i−1	PROPN
bitcs-2929	50	20	filter	filter	NOUN
bitcs-2929	50	21	is	be	AUX
bitcs-2929	50	22	computed	compute	VERB
bitcs-2929	50	23	using	use	VERB
bitcs-2929	50	24	equation	equation	NOUN
bitcs-2929	50	25	1	1	NUM
bitcs-2929	50	26	.	.	PUNCT
bitcs-2929	50	27	where	where	SCONJ
bitcs-2929	50	28	𝑝𝑗	𝑝𝑗	NOUN
bitcs-2929	50	29	input	input	NOUN
bitcs-2929	50	30	channels	channel	NOUN
bitcs-2929	50	31	and	and	CCONJ
bitcs-2929	50	32	𝑝^𝑗	𝑝^𝑗	NOUN
bitcs-2929	50	33	represent	represent	VERB
bitcs-2929	50	34	the	the	DET
bitcs-2929	50	35	number	number	NOUN
bitcs-2929	50	36	of	of	ADP
bitcs-2929	50	37	output	output	NOUN
bitcs-2929	50	38	channels	channel	NOUN
bitcs-2929	50	39	.	.	PUNCT
bitcs-2929	51	1	j	j	PROPN
bitcs-2929	51	2	represents	represent	VERB
bitcs-2929	51	3	several	several	ADJ
bitcs-2929	51	4	layers	layer	NOUN
bitcs-2929	51	5	in	in	ADP
bitcs-2929	51	6	the	the	DET
bitcs-2929	51	7	mode	mode	NOUN
bitcs-2929	51	8	,	,	PUNCT
bitcs-2929	51	9	fi	fi	NOUN
bitcs-2929	51	10	filter	filter	NOUN
bitcs-2929	51	11	.	.	PUNCT
bitcs-2929	52	1	equation	equation	NOUN
bitcs-2929	52	2	2	2	NUM
bitcs-2929	52	3	is	be	AUX
bitcs-2929	52	4	used	use	VERB
bitcs-2929	52	5	to	to	PART
bitcs-2929	52	6	calculate	calculate	VERB
bitcs-2929	52	7	the	the	DET
bitcs-2929	52	8	max	max	PROPN
bitcs-2929	52	9	pool	pool	NOUN
bitcs-2929	52	10	in	in	ADP
bitcs-2929	52	11	the	the	DET
bitcs-2929	52	12	pooling	pool	VERB
bitcs-2929	52	13	layer	layer	NOUN
bitcs-2929	52	14	.	.	PUNCT
bitcs-2929	53	1	where	where	SCONJ
bitcs-2929	53	2	𝑢	𝑢	X
bitcs-2929	53	3	,	,	PUNCT
bitcs-2929	53	4	𝑣	𝑣	PRON
bitcs-2929	53	5	represents	represent	VERB
bitcs-2929	53	6	the	the	DET
bitcs-2929	53	7	matrix	matrix	NOUN
bitcs-2929	53	8	index	index	NOUN
bitcs-2929	53	9	of	of	ADP
bitcs-2929	53	10	frame	frame	NOUN
bitcs-2929	53	11	x𝑝	x𝑝	PROPN
bitcs-2929	53	12	,	,	PUNCT
bitcs-2929	53	13	𝑗-1and	𝑗-1and	NOUN
bitcs-2929	53	14	𝑙	𝑙	X
bitcs-2929	53	15	,	,	PUNCT
bitcs-2929	53	16	𝑚	𝑚	PROPN
bitcs-2929	53	17	matrix	matrix	NOUN
bitcs-2929	53	18	index	index	NOUN
bitcs-2929	53	19	of	of	ADP
bitcs-2929	53	20	the	the	DET
bitcs-2929	53	21	pooling	pooling	NOUN
bitcs-2929	53	22	window	window	NOUN
bitcs-2929	53	23	.	.	PUNCT
bitcs-2929	54	1	it	it	PRON
bitcs-2929	54	2	calculates	calculate	VERB
bitcs-2929	54	3	the	the	DET
bitcs-2929	54	4	mean	mean	NOUN
bitcs-2929	54	5	and	and	CCONJ
bitcs-2929	54	6	variance	variance	NOUN
bitcs-2929	54	7	in	in	ADP
bitcs-2929	54	8	fragments	fragment	NOUN
bitcs-2929	54	9	.	.	PUNCT
bitcs-2929	55	1	the	the	DET
bitcs-2929	55	2	mean	mean	NOUN
bitcs-2929	55	3	is	be	AUX
bitcs-2929	55	4	derived	derive	VERB
bitcs-2929	55	5	,	,	PUNCT
bitcs-2929	55	6	and	and	CCONJ
bitcs-2929	55	7	the	the	DET
bitcs-2929	55	8	features	feature	NOUN
bitcs-2929	55	9	are	be	AUX
bitcs-2929	55	10	separated	separate	VERB
bitcs-2929	55	11	using	use	VERB
bitcs-2929	55	12	the	the	DET
bitcs-2929	55	13	standard	standard	ADJ
bitcs-2929	55	14	deviation	deviation	NOUN
bitcs-2929	55	15	as	as	SCONJ
bitcs-2929	55	16	follows	follow	VERB
bitcs-2929	55	17	.	.	PUNCT
bitcs-2929	56	1	where	where	SCONJ
bitcs-2929	56	2	𝑤	𝑤	X
bitcs-2929	56	3	is	be	AUX
bitcs-2929	56	4	the	the	DET
bitcs-2929	56	5	number	number	NOUN
bitcs-2929	56	6	of	of	ADP
bitcs-2929	56	7	feature	feature	NOUN
bitcs-2929	56	8	maps	map	NOUN
bitcs-2929	56	9	in	in	ADP
bitcs-2929	56	10	a	a	DET
bitcs-2929	56	11	batch	batch	NOUN
bitcs-2929	56	12	.	.	PUNCT
bitcs-2929	57	1	we	we	PRON
bitcs-2929	57	2	used	use	VERB
bitcs-2929	57	3	both	both	DET
bitcs-2929	57	4	relu	relu	NOUN
bitcs-2929	57	5	and	and	CCONJ
bitcs-2929	57	6	leaky	leaky	ADJ
bitcs-2929	57	7	_	_	PRON
bitcs-2929	57	8	relu	relu	NOUN
bitcs-2929	57	9	in	in	ADP
bitcs-2929	57	10	the	the	DET
bitcs-2929	57	11	proposed	propose	VERB
bitcs-2929	57	12	model	model	NOUN
bitcs-2929	57	13	.	.	PUNCT
bitcs-2929	58	1	all	all	DET
bitcs-2929	58	2	numbers	number	NOUN
bitcs-2929	58	3	less	less	ADJ
bitcs-2929	58	4	than	than	ADP
bitcs-2929	58	5	0	0	NUM
bitcs-2929	58	6	are	be	AUX
bitcs-2929	58	7	transformed	transform	VERB
bitcs-2929	58	8	to	to	ADP
bitcs-2929	58	9	0	0	NUM
bitcs-2929	58	10	by	by	ADP
bitcs-2929	58	11	the	the	DET
bitcs-2929	58	12	standard	standard	ADJ
bitcs-2929	58	13	relu	relu	NOUN
bitcs-2929	58	14	,	,	PUNCT
bitcs-2929	58	15	which	which	PRON
bitcs-2929	58	16	is	be	AUX
bitcs-2929	58	17	stated	state	VERB
bitcs-2929	58	18	as	as	ADP
bitcs-2929	58	19	[	[	X
bitcs-2929	58	20	15	15	NUM
bitcs-2929	58	21	]	]	X
bitcs-2929	58	22	:	:	PUNCT
bitcs-2929	58	23	for	for	ADP
bitcs-2929	58	24	values	value	NOUN
bitcs-2929	58	25	less	less	ADJ
bitcs-2929	58	26	than	than	ADP
bitcs-2929	58	27	zero	zero	NUM
bitcs-2929	58	28	,	,	PUNCT
bitcs-2929	58	29	leaky	leaky	ADJ
bitcs-2929	58	30	relu	relu	NOUN
bitcs-2929	58	31	has	have	VERB
bitcs-2929	58	32	a	a	DET
bitcs-2929	58	33	small	small	ADJ
bitcs-2929	58	34	slope	slope	NOUN
bitcs-2929	58	35	rather	rather	ADV
bitcs-2929	58	36	than	than	ADP
bitcs-2929	58	37	zero	zero	NUM
bitcs-2929	58	38	.	.	PUNCT
bitcs-2929	59	1	a	a	DET
bitcs-2929	59	2	leaky	leaky	ADJ
bitcs-2929	59	3	relu	relu	NOUN
bitcs-2929	59	4	will	will	AUX
bitcs-2929	59	5	have	have	VERB
bitcs-2929	59	6	v	v	NOUN
bitcs-2929	59	7	=	=	SYM
bitcs-2929	59	8	0.01u	0.01u	NUM
bitcs-2929	59	9	when	when	SCONJ
bitcs-2929	59	10	u	u	NOUN
bitcs-2929	59	11	is	be	AUX
bitcs-2929	59	12	negative	negative	ADJ
bitcs-2929	59	13	.	.	PUNCT
bitcs-2929	60	1	cnn	cnn	PROPN
bitcs-2929	60	2	can	can	AUX
bitcs-2929	60	3	further	far	ADV
bitcs-2929	60	4	be	be	AUX
bitcs-2929	60	5	learned	learn	VERB
bitcs-2929	60	6	in	in	ADP
bitcs-2929	60	7	-	-	PUNCT
bitcs-2929	60	8	depth	depth	NOUN
bitcs-2929	60	9	from	from	ADP
bitcs-2929	60	10	several	several	ADJ
bitcs-2929	60	11	works	work	NOUN
bitcs-2929	60	12	[	[	X
bitcs-2929	60	13	16	16	NUM
bitcs-2929	60	14	-	-	SYM
bitcs-2929	60	15	19	19	NUM
bitcs-2929	60	16	]	]	PUNCT
bitcs-2929	60	17	.	.	PUNCT
bitcs-2929	61	1	the	the	DET
bitcs-2929	61	2	second	second	ADJ
bitcs-2929	61	3	step	step	NOUN
bitcs-2929	61	4	is	be	AUX
bitcs-2929	61	5	feature	feature	NOUN
bitcs-2929	61	6	extraction;(2	extraction;(2	PROPN
bitcs-2929	61	7	)	)	PUNCT
bitcs-2929	61	8	for	for	ADP
bitcs-2929	61	9	feature	feature	NOUN
bitcs-2929	61	10	extraction	extraction	NOUN
bitcs-2929	61	11	from	from	ADP
bitcs-2929	61	12	a	a	DET
bitcs-2929	61	13	video	video	NOUN
bitcs-2929	61	14	frame	frame	NOUN
bitcs-2929	61	15	,	,	PUNCT
bitcs-2929	61	16	the	the	DET
bitcs-2929	61	17	appropriate	appropriate	ADJ
bitcs-2929	61	18	frame	frame	NOUN
bitcs-2929	61	19	is	be	AUX
bitcs-2929	61	20	retrieved	retrieve	VERB
bitcs-2929	61	21	.	.	PUNCT
bitcs-2929	62	1	the	the	DET
bitcs-2929	62	2	proposed	propose	VERB
bitcs-2929	62	3	approach	approach	NOUN
bitcs-2929	62	4	is	be	AUX
bitcs-2929	62	5	intended	intend	VERB
bitcs-2929	62	6	to	to	PART
bitcs-2929	62	7	feature	feature	VERB
bitcs-2929	62	8	extraction	extraction	NOUN
bitcs-2929	62	9	from	from	ADP
bitcs-2929	62	10	the	the	DET
bitcs-2929	62	11	deep	deep	ADV
bitcs-2929	62	12	-	-	PUNCT
bitcs-2929	62	13	trained	train	VERB
bitcs-2929	62	14	cnn	cnn	PROPN
bitcs-2929	62	15	pipeline	pipeline	NOUN
bitcs-2929	62	16	.	.	PUNCT
bitcs-2929	63	1	we	we	PRON
bitcs-2929	63	2	trained	train	VERB
bitcs-2929	63	3	the	the	DET
bitcs-2929	63	4	new	new	ADJ
bitcs-2929	63	5	model	model	NOUN
bitcs-2929	63	6	on	on	ADP
bitcs-2929	63	7	public	public	ADJ
bitcs-2929	63	8	dataset	dataset	VERB
bitcs-2929	63	9	t	t	NOUN
bitcs-2929	63	10	such	such	ADJ
bitcs-2929	63	11	as	as	ADP
bitcs-2929	63	12	cifar100	cifar100	PROPN
bitcs-2929	64	1	[	[	X
bitcs-2929	64	2	70	70	NUM
bitcs-2929	64	3	]	]	PUNCT
bitcs-2929	64	4	which	which	PRON
bitcs-2929	64	5	contained	contain	VERB
bitcs-2929	64	6	images	image	NOUN
bitcs-2929	64	7	of	of	ADP
bitcs-2929	64	8	1000	1000	NUM
bitcs-2929	64	9	classes	class	NOUN
bitcs-2929	64	10	.	.	PUNCT
bitcs-2929	65	1	the	the	DET
bitcs-2929	65	2	trained	train	VERB
bitcs-2929	65	3	network	network	NOUN
bitcs-2929	65	4	is	be	AUX
bitcs-2929	65	5	then	then	ADV
bitcs-2929	65	6	used	use	VERB
bitcs-2929	65	7	for	for	ADP
bitcs-2929	65	8	feature	feature	NOUN
bitcs-2929	65	9	extraction	extraction	NOUN
bitcs-2929	65	10	on	on	ADP
bitcs-2929	65	11	action	action	NOUN
bitcs-2929	65	12	recognition	recognition	NOUN
bitcs-2929	65	13	datasets	dataset	NOUN
bitcs-2929	65	14	and	and	CCONJ
bitcs-2929	65	15	the	the	DET
bitcs-2929	65	16	fc_18	fc_18	ADJ
bitcs-2929	65	17	layer	layer	NOUN
bitcs-2929	65	18	is	be	AUX
bitcs-2929	65	19	chosen	choose	VERB
bitcs-2929	65	20	for	for	ADP
bitcs-2929	65	21	features	feature	NOUN
bitcs-2929	65	22	extraction	extraction	NOUN
bitcs-2929	65	23	.	.	PUNCT
bitcs-2929	66	1	a	a	DET
bitcs-2929	66	2	total	total	NOUN
bitcs-2929	66	3	of	of	ADP
bitcs-2929	66	4	4096	4096	NUM
bitcs-2929	66	5	features	feature	NOUN
bitcs-2929	66	6	is	be	AUX
bitcs-2929	66	7	attained	attain	VERB
bitcs-2929	66	8	per	per	ADP
bitcs-2929	66	9	frame	frame	NOUN
bitcs-2929	66	10	from	from	ADP
bitcs-2929	66	11	the	the	DET
bitcs-2929	66	12	fc_18	fc_18	ADJ
bitcs-2929	66	13	layer	layer	NOUN
bitcs-2929	66	14	.	.	PUNCT
bitcs-2929	67	1	the	the	DET
bitcs-2929	67	2	prepared	prepare	VERB
bitcs-2929	67	3	dataset	dataset	NOUN
bitcs-2929	67	4	contains	contain	VERB
bitcs-2929	67	5	a	a	DET
bitcs-2929	67	6	total	total	NOUN
bitcs-2929	67	7	of	of	ADP
bitcs-2929	67	8	13250	13250	NUM
bitcs-2929	67	9	video	video	NOUN
bitcs-2929	67	10	30	30	NUM
bitcs-2929	67	11	|	|	NOUN
bitcs-2929	67	12	vol.4	vol.4	PROPN
bitcs-2929	67	13	no.1	no.1	PROPN
bitcs-2929	67	14	,	,	PUNCT
bitcs-2929	67	15	january	january	PROPN
bitcs-2929	67	16	2023	2023	NUM
bitcs-2929	67	17	frames	frame	NOUN
bitcs-2929	67	18	.	.	PUNCT
bitcs-2929	68	1	this	this	PRON
bitcs-2929	68	2	makes	make	VERB
bitcs-2929	68	3	the	the	DET
bitcs-2929	68	4	feature	feature	NOUN
bitcs-2929	68	5	set	set	VERB
bitcs-2929	68	6	dimension	dimension	NOUN
bitcs-2929	68	7	of	of	ADP
bitcs-2929	68	8	all	all	DET
bitcs-2929	68	9	datasets	dataset	NOUN
bitcs-2929	68	10	13250	13250	NUM
bitcs-2929	68	11	×	×	PROPN
bitcs-2929	68	12	4096	4096	NUM
bitcs-2929	68	13	.	.	PUNCT
bitcs-2929	69	1	figure	figure	NOUN
bitcs-2929	69	2	5	5	NUM
bitcs-2929	69	3	illustrates	illustrate	VERB
bitcs-2929	69	4	the	the	DET
bitcs-2929	69	5	visualizations	visualization	NOUN
bitcs-2929	69	6	of	of	ADP
bitcs-2929	69	7	the	the	DET
bitcs-2929	69	8	strongest	strong	ADJ
bitcs-2929	69	9	feature	feature	NOUN
bitcs-2929	69	10	maps	map	NOUN
bitcs-2929	69	11	at	at	ADP
bitcs-2929	69	12	various	various	ADJ
bitcs-2929	69	13	convolution	convolution	NOUN
bitcs-2929	69	14	layers	layer	NOUN
bitcs-2929	69	15	on	on	ADP
bitcs-2929	69	16	l4branched	l4branche	VERB
bitcs-2929	69	17	-	-	PUNCT
bitcs-2929	69	18	actionnet	actionnet	NOUN
bitcs-2929	69	19	.	.	PUNCT
bitcs-2929	70	1	fig.5	fig.5	PROPN
bitcs-2929	70	2	.	.	PUNCT
bitcs-2929	71	1	image	image	NOUN
bitcs-2929	71	2	visualizations	visualization	NOUN
bitcs-2929	71	3	of	of	ADP
bitcs-2929	71	4	strongest	strong	ADJ
bitcs-2929	71	5	feature	feature	NOUN
bitcs-2929	71	6	maps	map	NOUN
bitcs-2929	71	7	at	at	ADP
bitcs-2929	71	8	various	various	ADJ
bitcs-2929	71	9	convolution	convolution	NOUN
bitcs-2929	71	10	layers	layer	NOUN
bitcs-2929	71	11	(	(	PUNCT
bitcs-2929	71	12	a	a	NOUN
bitcs-2929	71	13	)	)	PUNCT
bitcs-2929	71	14	conv_1	conv_1	NOUN
bitcs-2929	71	15	,	,	PUNCT
bitcs-2929	71	16	(	(	PUNCT
bitcs-2929	71	17	b	b	X
bitcs-2929	71	18	)	)	PUNCT
bitcs-2929	71	19	conv_2	conv_2	NOUN
bitcs-2929	71	20	,	,	PUNCT
bitcs-2929	71	21	(	(	PUNCT
bitcs-2929	71	22	c	c	X
bitcs-2929	71	23	)	)	PUNCT
bitcs-2929	71	24	conv_5	conv_5	PROPN
bitcs-2929	71	25	,	,	PUNCT
bitcs-2929	71	26	(	(	PUNCT
bitcs-2929	71	27	d	d	NOUN
bitcs-2929	71	28	)	)	PUNCT
bitcs-2929	71	29	g_conv_8	g_conv_8	NOUN
bitcs-2929	71	30	,	,	PUNCT
bitcs-2929	71	31	(	(	PUNCT
bitcs-2929	71	32	e	e	NOUN
bitcs-2929	71	33	)	)	PUNCT
bitcs-2929	71	34	conv_10	conv_10	NOUN
bitcs-2929	71	35	.	.	PROPN
bitcs-2929	72	1	and	and	CCONJ
bitcs-2929	72	2	the	the	DET
bitcs-2929	72	3	third	third	ADJ
bitcs-2929	72	4	step	step	NOUN
bitcs-2929	72	5	is	be	AUX
bitcs-2929	72	6	(	(	PUNCT
bitcs-2929	72	7	3	3	NUM
bitcs-2929	72	8	)	)	PUNCT
bitcs-2929	72	9	after	after	ADP
bitcs-2929	72	10	interpreting	interpret	VERB
bitcs-2929	72	11	the	the	DET
bitcs-2929	72	12	received	received	ADJ
bitcs-2929	72	13	result	result	NOUN
bitcs-2929	72	14	the	the	DET
bitcs-2929	72	15	extracted	extract	VERB
bitcs-2929	72	16	features	feature	NOUN
bitcs-2929	72	17	are	be	AUX
bitcs-2929	72	18	coded	code	VERB
bitcs-2929	72	19	by	by	ADP
bitcs-2929	72	20	applying	apply	VERB
bitcs-2929	72	21	entropy	entropy	NOUN
bitcs-2929	72	22	-	-	PUNCT
bitcs-2929	72	23	coded	code	VERB
bitcs-2929	72	24	aco	aco	PROPN
bitcs-2929	72	25	optimization	optimization	NOUN
bitcs-2929	72	26	operation	operation	NOUN
bitcs-2929	73	1	[	[	X
bitcs-2929	73	2	25	25	NUM
bitcs-2929	73	3	]	]	PUNCT
bitcs-2929	73	4	using	use	VERB
bitcs-2929	73	5	equation	equation	NOUN
bitcs-2929	73	6	(	(	PUNCT
bitcs-2929	73	7	5	5	NUM
bitcs-2929	73	8	)	)	PUNCT
bitcs-2929	73	9	.	.	PUNCT
bitcs-2929	74	1	where	where	SCONJ
bitcs-2929	74	2	(	(	PUNCT
bitcs-2929	74	3	x1	x1	PROPN
bitcs-2929	74	4	-	-	PUNCT
bitcs-2929	74	5	xn	xn	PROPN
bitcs-2929	74	6	)	)	PUNCT
bitcs-2929	74	7	represents	represent	VERB
bitcs-2929	74	8	the	the	DET
bitcs-2929	74	9	feature	feature	NOUN
bitcs-2929	74	10	.	.	PUNCT
bitcs-2929	75	1	we	we	PRON
bitcs-2929	75	2	used	use	VERB
bitcs-2929	75	3	aco	aco	PROPN
bitcs-2929	75	4	for	for	ADP
bitcs-2929	75	5	feature	feature	NOUN
bitcs-2929	75	6	optimization	optimization	NOUN
bitcs-2929	75	7	based	base	VERB
bitcs-2929	75	8	on	on	ADP
bitcs-2929	75	9	the	the	DET
bitcs-2929	75	10	likelihood	likelihood	NOUN
bitcs-2929	75	11	at	at	ADP
bitcs-2929	75	12	a	a	DET
bitcs-2929	75	13	given	give	VERB
bitcs-2929	75	14	point	point	NOUN
bitcs-2929	75	15	at	at	ADP
bitcs-2929	75	16	a	a	DET
bitcs-2929	75	17	certain	certain	ADJ
bitcs-2929	75	18	time	time	NOUN
bitcs-2929	75	19	.	.	PUNCT
bitcs-2929	76	1	the	the	DET
bitcs-2929	76	2	last	last	ADJ
bitcs-2929	76	3	step	step	NOUN
bitcs-2929	76	4	is	be	AUX
bitcs-2929	76	5	classification	classification	NOUN
bitcs-2929	76	6	,	,	PUNCT
bitcs-2929	76	7	in	in	ADP
bitcs-2929	76	8	which	which	PRON
bitcs-2929	76	9	aco	aco	PROPN
bitcs-2929	76	10	-	-	PUNCT
bitcs-2929	76	11	based	base	VERB
bitcs-2929	76	12	chosen	choose	VERB
bitcs-2929	76	13	features	feature	NOUN
bitcs-2929	76	14	are	be	AUX
bitcs-2929	76	15	at	at	ADP
bitcs-2929	76	16	the	the	DET
bitcs-2929	76	17	end	end	NOUN
bitcs-2929	76	18	passed	pass	VERB
bitcs-2929	76	19	to	to	ADP
bitcs-2929	76	20	the	the	DET
bitcs-2929	76	21	predictor	predictor	NOUN
bitcs-2929	76	22	for	for	ADP
bitcs-2929	76	23	categorization	categorization	NOUN
bitcs-2929	76	24	.	.	PUNCT
bitcs-2929	77	1	several	several	ADJ
bitcs-2929	77	2	svm	svm	PROPN
bitcs-2929	77	3	and	and	CCONJ
bitcs-2929	77	4	knn	knn	PROPN
bitcs-2929	77	5	versions	version	NOUN
bitcs-2929	77	6	are	be	AUX
bitcs-2929	77	7	used	use	VERB
bitcs-2929	77	8	to	to	PART
bitcs-2929	77	9	assess	assess	VERB
bitcs-2929	77	10	model	model	NOUN
bitcs-2929	77	11	performance	performance	NOUN
bitcs-2929	77	12	.	.	PUNCT
bitcs-2929	78	1	cub	cub	NOUN
bitcs-2929	78	2	-	-	PUNCT
bitcs-2929	78	3	svm	svm	NOUN
bitcs-2929	78	4	emerges	emerge	VERB
bitcs-2929	78	5	as	as	ADP
bitcs-2929	78	6	the	the	DET
bitcs-2929	78	7	most	most	ADV
bitcs-2929	78	8	effective	effective	ADJ
bitcs-2929	78	9	as	as	SCONJ
bitcs-2929	78	10	shown	show	VERB
bitcs-2929	78	11	in	in	ADP
bitcs-2929	78	12	table	table	NOUN
bitcs-2929	78	13	2	2	NUM
bitcs-2929	78	14	.	.	PUNCT
bitcs-2929	78	15	table	table	NOUN
bitcs-2929	78	16	2	2	NUM
bitcs-2929	78	17	.	.	PUNCT
bitcs-2929	78	18	performance	performance	NOUN
bitcs-2929	78	19	of	of	ADP
bitcs-2929	78	20	the	the	DET
bitcs-2929	78	21	model	model	NOUN
bitcs-2929	78	22	classifier	classifier	NOUN
bitcs-2929	78	23	sensitivity	sensitivity	NOUN
bitcs-2929	78	24	specificity	specificity	NOUN
bitcs-2929	78	25	precision	precision	NOUN
bitcs-2929	78	26	measure	measure	NOUN
bitcs-2929	78	27	percent	percent	NOUN
bitcs-2929	78	28	lsvm	lsvm	ADJ
bitcs-2929	78	29	83.38	83.38	NUM
bitcs-2929	78	30	72.62	72.62	NUM
bitcs-2929	78	31	39.94	39.94	NUM
bitcs-2929	78	32	52.52	52.52	NUM
bitcs-2929	78	33	77.74	77.74	NUM
bitcs-2929	78	34	qsvm	qsvm	PROPN
bitcs-2929	78	35	89.11	89.11	NUM
bitcs-2929	78	36	91.53	91.53	NUM
bitcs-2929	78	37	61.79	61.79	NUM
bitcs-2929	78	38	76.01	76.01	NUM
bitcs-2929	78	39	86.14	86.14	NUM
bitcs-2929	78	40	fgsvm	fgsvm	ADV
bitcs-2929	78	41	57.29	57.29	NUM
bitcs-2929	78	42	51.78	51.78	NUM
bitcs-2929	78	43	25.02	25.02	NUM
bitcs-2929	78	44	32.80	32.80	NUM
bitcs-2929	78	45	54.39	54.39	NUM
bitcs-2929	78	46	mgsvm	mgsvm	NOUN
bitcs-2929	78	47	90,52	90,52	PROPN
bitcs-2929	78	48	92.35	92.35	NUM
bitcs-2929	78	49	62.56	62.56	NUM
bitcs-2929	78	50	76.58	76.58	NUM
bitcs-2929	78	51	86.28	86.28	NUM
bitcs-2929	78	52	cgcvm	cgcvm	NOUN
bitcs-2929	78	53	68.47	68.47	NUM
bitcs-2929	78	54	64.45	64.45	NUM
bitcs-2929	78	55	31.80	31.80	NUM
bitcs-2929	78	56	41.75	41.75	NUM
bitcs-2929	78	57	66.33	66.33	NUM
bitcs-2929	78	58	csvm	csvm	VERB
bitcs-2929	78	59	96.33	96.33	NUM
bitcs-2929	78	60	95.59	95.59	NUM
bitcs-2929	78	61	76.61	76.61	NUM
bitcs-2929	78	62	88.08	88.08	NUM
bitcs-2929	78	63	92.99	92.99	NUM
bitcs-2929	78	64	for	for	ADP
bitcs-2929	78	65	testing	testing	NOUN
bitcs-2929	78	66	,	,	PUNCT
bitcs-2929	78	67	we	we	PRON
bitcs-2929	78	68	employed	employ	VERB
bitcs-2929	78	69	random	random	ADJ
bitcs-2929	78	70	selection	selection	NOUN
bitcs-2929	78	71	using	use	VERB
bitcs-2929	78	72	sklearn	sklearn	PROPN
bitcs-2929	78	73	's	's	PART
bitcs-2929	78	74	train	train	NOUN
bitcs-2929	78	75	test	test	NOUN
bitcs-2929	78	76	function	function	NOUN
bitcs-2929	78	77	.	.	PUNCT
bitcs-2929	79	1	following	follow	VERB
bitcs-2929	79	2	that	that	PRON
bitcs-2929	79	3	,	,	PUNCT
bitcs-2929	79	4	keras	keras	PROPN
bitcs-2929	79	5	'	'	PART
bitcs-2929	79	6	callback	callback	NOUN
bitcs-2929	79	7	functions	function	NOUN
bitcs-2929	79	8	were	be	AUX
bitcs-2929	79	9	used	use	VERB
bitcs-2929	79	10	to	to	PART
bitcs-2929	79	11	improve	improve	VERB
bitcs-2929	79	12	the	the	DET
bitcs-2929	79	13	training	training	NOUN
bitcs-2929	79	14	's	's	PART
bitcs-2929	79	15	efficiency	efficiency	NOUN
bitcs-2929	79	16	.	.	PUNCT
bitcs-2929	80	1	the	the	DET
bitcs-2929	80	2	accuracy	accuracy	NOUN
bitcs-2929	80	3	of	of	ADP
bitcs-2929	80	4	the	the	DET
bitcs-2929	80	5	test	test	NOUN
bitcs-2929	80	6	data	datum	NOUN
bitcs-2929	80	7	is	be	AUX
bitcs-2929	80	8	evaluated	evaluate	VERB
bitcs-2929	80	9	.	.	PUNCT
bitcs-2929	81	1	we	we	PRON
bitcs-2929	81	2	also	also	ADV
bitcs-2929	81	3	used	use	VERB
bitcs-2929	81	4	the	the	DET
bitcs-2929	81	5	public	public	ADJ
bitcs-2929	81	6	dataset	dataset	NOUN
bitcs-2929	81	7	on	on	ADP
bitcs-2929	81	8	weizmann	weizmann	PROPN
bitcs-2929	81	9	to	to	PART
bitcs-2929	81	10	compare	compare	VERB
bitcs-2929	81	11	our	our	PRON
bitcs-2929	81	12	results	result	NOUN
bitcs-2929	81	13	to	to	ADP
bitcs-2929	81	14	the	the	DET
bitcs-2929	81	15	current	current	ADJ
bitcs-2929	81	16	state	state	NOUN
bitcs-2929	81	17	of	of	ADP
bitcs-2929	81	18	the	the	DET
bitcs-2929	81	19	art	art	NOUN
bitcs-2929	81	20	.	.	PUNCT
bitcs-2929	82	1	the	the	DET
bitcs-2929	82	2	outcome	outcome	NOUN
bitcs-2929	82	3	is	be	AUX
bitcs-2929	82	4	shown	show	VERB
bitcs-2929	82	5	in	in	ADP
bitcs-2929	82	6	table	table	NOUN
bitcs-2929	82	7	3	3	NUM
bitcs-2929	82	8	.	.	PUNCT
bitcs-2929	82	9	table	table	NOUN
bitcs-2929	82	10	3	3	NUM
bitcs-2929	82	11	.	.	PUNCT
bitcs-2929	82	12	performance	performance	NOUN
bitcs-2929	82	13	evaluation	evaluation	NOUN
bitcs-2929	82	14	on	on	ADP
bitcs-2929	82	15	weizmann	weizmann	PROPN
bitcs-2929	82	16	dataset	dataset	PROPN
bitcs-2929	82	17	method	method	PROPN
bitcs-2929	82	18	reference	reference	NOUN
bitcs-2929	82	19	year	year	NOUN
bitcs-2929	82	20	accuracy	accuracy	NOUN
bitcs-2929	82	21	dwt+knn	dwt+knn	PROPN
bitcs-2929	83	1	[	[	X
bitcs-2929	83	2	21	21	NUM
bitcs-2929	83	3	]	]	SYM
bitcs-2929	83	4	2020	2020	NUM
bitcs-2929	84	1	0.93	0.93	NUM
bitcs-2929	85	1	cnn+elm	cnn+elm	PROPN
bitcs-2929	86	1	[	[	X
bitcs-2929	86	2	22	22	NUM
bitcs-2929	86	3	]	]	SYM
bitcs-2929	86	4	2020	2020	NUM
bitcs-2929	86	5	0.94	0.94	NUM
bitcs-2929	86	6	gabor	gabor	NOUN
bitcs-2929	86	7	-	-	PUNCT
bitcs-2929	86	8	ridgelet	ridgelet	PROPN
bitcs-2929	86	9	transform	transform	NOUN
bitcs-2929	86	10	[	[	X
bitcs-2929	86	11	23	23	NUM
bitcs-2929	86	12	]	]	SYM
bitcs-2929	86	13	2020	2020	NUM
bitcs-2929	86	14	0.93	0.93	NUM
bitcs-2929	86	15	lcf	lcf	NOUN
bitcs-2929	86	16	+	+	CCONJ
bitcs-2929	86	17	msvm	msvm	NOUN
bitcs-2929	87	1	[	[	X
bitcs-2929	87	2	22	22	NUM
bitcs-2929	87	3	]	]	PUNCT
bitcs-2929	87	4	2021	2021	NUM
bitcs-2929	87	5	0.95	0.95	NUM
bitcs-2929	87	6	ann	ann	PROPN
bitcs-2929	88	1	[	[	X
bitcs-2929	88	2	24	24	NUM
bitcs-2929	88	3	]	]	SYM
bitcs-2929	88	4	2020	2020	NUM
bitcs-2929	88	5	0.80	0.80	NUM
bitcs-2929	88	6	pcanet	pcanet	NOUN
bitcs-2929	88	7	-	-	PUNCT
bitcs-2929	88	8	xy	xy	NOUN
bitcs-2929	88	9	-	-	PUNCT
bitcs-2929	88	10	yt	yt	NOUN
bitcs-2929	89	1	[	[	X
bitcs-2929	89	2	25	25	NUM
bitcs-2929	89	3	]	]	SYM
bitcs-2929	89	4	2021	2021	NUM
bitcs-2929	89	5	0.91	0.91	NUM
bitcs-2929	89	6	ours	ours	PRON
bitcs-2929	89	7	(	(	PUNCT
bitcs-2929	89	8	l4	l4	PROPN
bitcs-2929	89	9	-	-	PUNCT
bitcs-2929	89	10	branched	branch	VERB
bitcs-2929	89	11	-	-	PUNCT
bitcs-2929	89	12	actionnet	actionnet	NOUN
bitcs-2929	89	13	+	+	CCONJ
bitcs-2929	89	14	entacs	entacs	ADJ
bitcs-2929	89	15	+	+	CCONJ
bitcs-2929	89	16	cub	cub	NOUN
bitcs-2929	89	17	-	-	PUNCT
bitcs-2929	89	18	svm	svm	NOUN
bitcs-2929	89	19	)	)	PUNCT
bitcs-2929	89	20	0.93	0.93	NUM
bitcs-2929	89	21	iii	iii	NOUN
bitcs-2929	89	22	.	.	PUNCT
bitcs-2929	89	23	results	result	NOUN
bitcs-2929	89	24	and	and	CCONJ
bitcs-2929	89	25	discussion	discussion	NOUN
bitcs-2929	89	26	in	in	ADP
bitcs-2929	89	27	the	the	DET
bitcs-2929	89	28	major	major	ADJ
bitcs-2929	89	29	goal	goal	NOUN
bitcs-2929	89	30	of	of	ADP
bitcs-2929	89	31	this	this	DET
bitcs-2929	89	32	study	study	NOUN
bitcs-2929	89	33	is	be	AUX
bitcs-2929	89	34	to	to	PART
bitcs-2929	89	35	develop	develop	VERB
bitcs-2929	89	36	a	a	DET
bitcs-2929	89	37	cnn	cnn	NOUN
bitcs-2929	89	38	architecture	architecture	NOUN
bitcs-2929	89	39	that	that	PRON
bitcs-2929	89	40	can	can	AUX
bitcs-2929	89	41	recog	recog	VERB
bitcs-2929	89	42	-	-	PUNCT
bitcs-2929	89	43	nize	nize	VERB
bitcs-2929	89	44	harmful	harmful	ADJ
bitcs-2929	89	45	actions	action	NOUN
bitcs-2929	89	46	during	during	ADP
bitcs-2929	89	47	the	the	DET
bitcs-2929	89	48	hajj	hajj	PROPN
bitcs-2929	89	49	festival	festival	PROPN
bitcs-2929	89	50	.	.	PUNCT
bitcs-2929	90	1	then	then	ADV
bitcs-2929	90	2	,	,	PUNCT
bitcs-2929	90	3	the	the	DET
bitcs-2929	90	4	deep	deep	ADJ
bitcs-2929	90	5	l4	l4	PROPN
bitcs-2929	90	6	-	-	PUNCT
bitcs-2929	90	7	branchedactionnet	branchedactionnet	NOUN
bitcs-2929	90	8	deep	deep	ADJ
bitcs-2929	90	9	network	network	NOUN
bitcs-2929	90	10	proposed	propose	VERB
bitcs-2929	90	11	here	here	ADV
bitcs-2929	90	12	is	be	AUX
bitcs-2929	90	13	used	use	VERB
bitcs-2929	90	14	to	to	PART
bitcs-2929	90	15	extract	extract	VERB
bitcs-2929	90	16	powerful	powerful	ADJ
bitcs-2929	90	17	features	feature	NOUN
bitcs-2929	90	18	.	.	PUNCT
bitcs-2929	91	1	the	the	DET
bitcs-2929	91	2	pretraining	pretraine	VERB
bitcs-2929	91	3	is	be	AUX
bitcs-2929	91	4	carried	carry	VERB
bitcs-2929	91	5	out	out	ADP
bitcs-2929	91	6	using	use	VERB
bitcs-2929	91	7	a	a	DET
bitcs-2929	91	8	publicly	publicly	ADV
bitcs-2929	91	9	available	available	ADJ
bitcs-2929	91	10	dataset	dataset	NOUN
bitcs-2929	91	11	,	,	PUNCT
bitcs-2929	91	12	cifar-100	cifar-100	NOUN
bitcs-2929	91	13	.	.	PUNCT
bitcs-2929	92	1	for	for	ADP
bitcs-2929	92	2	testing	testing	NOUN
bitcs-2929	92	3	,	,	PUNCT
bitcs-2929	92	4	we	we	PRON
bitcs-2929	92	5	employed	employ	VERB
bitcs-2929	92	6	random	random	ADJ
bitcs-2929	92	7	selection	selection	NOUN
bitcs-2929	92	8	using	use	VERB
bitcs-2929	92	9	sklearn	sklearn	PROPN
bitcs-2929	92	10	's	's	PART
bitcs-2929	92	11	train	train	NOUN
bitcs-2929	92	12	test	test	NOUN
bitcs-2929	92	13	func	func	NOUN
bitcs-2929	92	14	-	-	PUNCT
bitcs-2929	92	15	tion	tion	NOUN
bitcs-2929	92	16	.	.	PUNCT
bitcs-2929	93	1	following	follow	VERB
bitcs-2929	93	2	that	that	PRON
bitcs-2929	93	3	,	,	PUNCT
bitcs-2929	93	4	keras	keras	PROPN
bitcs-2929	93	5	'	'	PART
bitcs-2929	93	6	callback	callback	NOUN
bitcs-2929	93	7	functions	function	NOUN
bitcs-2929	93	8	were	be	AUX
bitcs-2929	93	9	used	use	VERB
bitcs-2929	93	10	to	to	PART
bitcs-2929	93	11	improve	improve	VERB
bitcs-2929	93	12	the	the	DET
bitcs-2929	93	13	training	training	NOUN
bitcs-2929	93	14	's	's	PART
bitcs-2929	93	15	efficiency	efficiency	NOUN
bitcs-2929	93	16	to	to	PART
bitcs-2929	93	17	complete	complete	VERB
bitcs-2929	93	18	this	this	DET
bitcs-2929	93	19	design	design	NOUN
bitcs-2929	93	20	,	,	PUNCT
bitcs-2929	93	21	many	many	ADJ
bitcs-2929	93	22	methods	method	NOUN
bitcs-2929	93	23	such	such	ADJ
bitcs-2929	93	24	as	as	ADP
bitcs-2929	93	25	fine	fine	ADV
bitcs-2929	93	26	-	-	PUNCT
bitcs-2929	93	27	tuning	tuning	NOUN
bitcs-2929	93	28	,	,	PUNCT
bitcs-2929	93	29	add	add	VERB
bitcs-2929	93	30	-	-	PUNCT
bitcs-2929	93	31	ing	ing	ADJ
bitcs-2929	93	32	and	and	CCONJ
bitcs-2929	93	33	removing	remove	VERB
bitcs-2929	93	34	layers	layer	NOUN
bitcs-2929	93	35	,	,	PUNCT
bitcs-2929	93	36	and	and	CCONJ
bitcs-2929	93	37	neurons	neuron	NOUN
bitcs-2929	93	38	were	be	AUX
bitcs-2929	93	39	used	use	VERB
bitcs-2929	93	40	.	.	PUNCT
bitcs-2929	94	1	finally	finally	ADV
bitcs-2929	94	2	,	,	PUNCT
bitcs-2929	94	3	the	the	DET
bitcs-2929	94	4	64	64	NUM
bitcs-2929	94	5	-	-	PUNCT
bitcs-2929	94	6	layer	layer	NOUN
bitcs-2929	94	7	architec	architec	ADJ
bitcs-2929	94	8	-	-	PUNCT
bitcs-2929	94	9	ture	ture	NOUN
bitcs-2929	94	10	was	be	AUX
bitcs-2929	94	11	proven	prove	VERB
bitcs-2929	94	12	it	it	PRON
bitcs-2929	94	13	is	be	AUX
bitcs-2929	94	14	the	the	DET
bitcs-2929	94	15	most	most	ADV
bitcs-2929	94	16	efficient	efficient	ADJ
bitcs-2929	94	17	in	in	ADP
bitcs-2929	94	18	terms	term	NOUN
bitcs-2929	94	19	of	of	ADP
bitcs-2929	94	20	performance	performance	NOUN
bitcs-2929	94	21	.	.	PUNCT
bitcs-2929	95	1	tensor	tensor	NOUN
bitcs-2929	95	2	flow	flow	PROPN
bitcs-2929	95	3	keras	keras	PROPN
bitcs-2929	95	4	,	,	PUNCT
bitcs-2929	95	5	opencv	opencv	PROPN
bitcs-2929	95	6	,	,	PUNCT
bitcs-2929	95	7	and	and	CCONJ
bitcs-2929	95	8	the	the	DET
bitcs-2929	95	9	numpy	numpy	NOUN
bitcs-2929	95	10	library	library	NOUN
bitcs-2929	95	11	were	be	AUX
bitcs-2929	95	12	used	use	VERB
bitcs-2929	95	13	in	in	ADP
bitcs-2929	95	14	all	all	DET
bitcs-2929	95	15	the	the	DET
bitcs-2929	95	16	experiments	experiment	NOUN
bitcs-2929	95	17	in	in	ADP
bitcs-2929	95	18	this	this	PRON
bitcs-2929	95	19	.	.	PUNCT
bitcs-2929	96	1	table	table	NOUN
bitcs-2929	96	2	4	4	NUM
bitcs-2929	96	3	.	.	PUNCT
bitcs-2929	96	4	confusion	confusion	NOUN
bitcs-2929	96	5	matrix	matrix	NOUN
bitcs-2929	96	6	of	of	ADP
bitcs-2929	96	7	csvm	csvm	ADJ
bitcs-2929	96	8	classifier	classifier	NOUN
bitcs-2929	96	9	sudden	sudden	ADV
bitcs-2929	96	10	ran	run	VERB
bitcs-2929	96	11	0.92021	0.92021	NUM
bitcs-2929	96	12	0.00	0.00	NUM
bitcs-2929	96	13	0.01	0.01	NUM
bitcs-2929	96	14	0.02	0.02	NUM
bitcs-2929	96	15	fighting	fight	VERB
bitcs-2929	96	16	0.00	0.00	NUM
bitcs-2929	96	17	0.91221	0.91221	NUM
bitcs-2929	96	18	0.00	0.00	NUM
bitcs-2929	96	19	0.01	0.01	NUM
bitcs-2929	96	20	throwing	throw	VERB
bitcs-2929	96	21	0.01	0.01	NUM
bitcs-2929	96	22	0.01	0.01	NUM
bitcs-2929	96	23	0.90021	0.90021	NUM
bitcs-2929	96	24	0.00	0.00	NUM
bitcs-2929	96	25	robbing	rob	VERB
bitcs-2929	96	26	0.00	0.00	NUM
bitcs-2929	96	27	0.00	0.00	NUM
bitcs-2929	96	28	0.01	0.01	NUM
bitcs-2929	96	29	0.91002	0.91002	NUM
bitcs-2929	96	30	sudden	sudden	ADV
bitcs-2929	96	31	ran	run	VERB
bitcs-2929	96	32	fighting	fight	VERB
bitcs-2929	96	33	throwing	throw	VERB
bitcs-2929	96	34	robbing	robbing	NOUN
bitcs-2929	96	35	iv	iv	NUM
bitcs-2929	96	36	.	.	PUNCT
bitcs-2929	97	1	conclusion	conclusion	NOUN
bitcs-2929	97	2	and	and	CCONJ
bitcs-2929	97	3	recommendations	recommendation	NOUN
bitcs-2929	97	4	detection	detection	NOUN
bitcs-2929	97	5	of	of	ADP
bitcs-2929	97	6	harmful	harmful	ADJ
bitcs-2929	97	7	vibes	vibe	NOUN
bitcs-2929	97	8	is	be	AUX
bitcs-2929	97	9	critical	critical	ADJ
bitcs-2929	97	10	for	for	ADP
bitcs-2929	97	11	pilgrims	pilgrim	NOUN
bitcs-2929	97	12	'	'	PART
bitcs-2929	97	13	safety	safety	NOUN
bitcs-2929	97	14	.	.	PUNCT
bitcs-2929	98	1	to	to	PART
bitcs-2929	98	2	detect	detect	VERB
bitcs-2929	98	3	banned	ban	VERB
bitcs-2929	98	4	actions	action	NOUN
bitcs-2929	98	5	during	during	ADP
bitcs-2929	98	6	the	the	DET
bitcs-2929	98	7	hajj	hajj	PROPN
bitcs-2929	98	8	festival	festival	PROPN
bitcs-2929	98	9	,	,	PUNCT
bitcs-2929	98	10	we	we	PRON
bitcs-2929	98	11	utilized	utilize	VERB
bitcs-2929	98	12	a	a	DET
bitcs-2929	98	13	64	64	NUM
bitcs-2929	98	14	-	-	PUNCT
bitcs-2929	98	15	layer	layer	NOUN
bitcs-2929	98	16	cnn	cnn	PROPN
bitcs-2929	98	17	network	network	NOUN
bitcs-2929	98	18	called	call	VERB
bitcs-2929	98	19	l4	l4	PROPN
bitcs-2929	98	20	-	-	PUNCT
bitcs-2929	98	21	branched	branch	VERB
bitcs-2929	98	22	-	-	PUNCT
bitcs-2929	98	23	actionnet	actionnet	NOUN
bitcs-2929	98	24	.	.	PUNCT
bitcs-2929	99	1	the	the	DET
bitcs-2929	99	2	model	model	NOUN
bitcs-2929	99	3	is	be	AUX
bitcs-2929	99	4	evaluated	evaluate	VERB
bitcs-2929	99	5	on	on	ADP
bitcs-2929	99	6	datasets	dataset	NOUN
bitcs-2929	99	7	that	that	PRON
bitcs-2929	99	8	are	be	AUX
bitcs-2929	99	9	freely	freely	ADV
bitcs-2929	99	10	availa	availa	NOUN
bitcs-2929	99	11	-	-	PUNCT
bitcs-2929	99	12	ble	ble	ADJ
bitcs-2929	99	13	,	,	PUNCT
bitcs-2929	99	14	such	such	ADJ
bitcs-2929	99	15	as	as	ADP
bitcs-2929	99	16	the	the	DET
bitcs-2929	99	17	cifar-100	cifar-100	ADJ
bitcs-2929	99	18	object	object	NOUN
bitcs-2929	99	19	detection	detection	NOUN
bitcs-2929	99	20	dataset	dataset	VERB
bitcs-2929	99	21	.	.	PUNCT
bitcs-2929	100	1	the	the	DET
bitcs-2929	100	2	characteristics	characteristic	NOUN
bitcs-2929	100	3	were	be	AUX
bitcs-2929	100	4	retrieved	retrieve	VERB
bitcs-2929	100	5	and	and	CCONJ
bitcs-2929	100	6	subsequently	subsequently	ADV
bitcs-2929	100	7	reduced	reduce	VERB
bitcs-2929	100	8	using	use	VERB
bitcs-2929	100	9	an	an	DET
bitcs-2929	100	10	entropy	entropy	ADV
bitcs-2929	100	11	-	-	PUNCT
bitcs-2929	100	12	coded	code	VERB
bitcs-2929	100	13	aco	aco	NOUN
bitcs-2929	100	14	.	.	PUNCT
bitcs-2929	101	1	to	to	PART
bitcs-2929	101	2	evaluate	evaluate	VERB
bitcs-2929	101	3	model	model	NOUN
bitcs-2929	101	4	performance	performance	NOUN
bitcs-2929	101	5	,	,	PUNCT
bitcs-2929	101	6	several	several	ADJ
bitcs-2929	101	7	svm	svm	NOUN
bitcs-2929	101	8	and	and	CCONJ
bitcs-2929	101	9	knn	knn	PROPN
bitcs-2929	101	10	versions	version	NOUN
bitcs-2929	101	11	are	be	AUX
bitcs-2929	101	12	utilized	utilize	VERB
bitcs-2929	101	13	.	.	PUNCT
bitcs-2929	102	1	with	with	ADP
bitcs-2929	102	2	an	an	DET
bitcs-2929	102	3	accu	accu	NOUN
bitcs-2929	102	4	-	-	NOUN
bitcs-2929	102	5	racy	racy	NOUN
bitcs-2929	102	6	of	of	ADP
bitcs-2929	102	7	0.91221	0.91221	NUM
bitcs-2929	102	8	,	,	PUNCT
bitcs-2929	102	9	cub	cub	NOUN
bitcs-2929	102	10	-	-	PUNCT
bitcs-2929	102	11	svm	svm	NOUN
bitcs-2929	102	12	emerges	emerge	VERB
bitcs-2929	102	13	as	as	ADP
bitcs-2929	102	14	the	the	DET
bitcs-2929	102	15	most	most	ADV
bitcs-2929	102	16	effective	effective	ADJ
bitcs-2929	102	17	.	.	PUNCT
bitcs-2929	103	1	this	this	DET
bitcs-2929	103	2	work	work	NOUN
bitcs-2929	103	3	will	will	AUX
bitcs-2929	103	4	be	be	AUX
bitcs-2929	103	5	im	im	ADV
bitcs-2929	103	6	-	-	PUNCT
bitcs-2929	103	7	plemented	plemente	VERB
bitcs-2929	103	8	on	on	ADP
bitcs-2929	103	9	security	security	NOUN
bitcs-2929	103	10	personnel	personnel	NOUN
bitcs-2929	103	11	's	's	PART
bitcs-2929	103	12	mobile	mobile	ADJ
bitcs-2929	103	13	phones	phone	NOUN
bitcs-2929	103	14	for	for	ADP
bitcs-2929	103	15	convenient	convenient	ADJ
bitcs-2929	103	16	monitoring	monitoring	NOUN
bitcs-2929	103	17	from	from	ADP
bitcs-2929	103	18	any	any	DET
bitcs-2929	103	19	location	location	NOUN
bitcs-2929	103	20	in	in	ADP
bitcs-2929	103	21	future	future	ADJ
bitcs-2929	103	22	work	work	NOUN
bitcs-2929	103	23	.	.	PUNCT
bitcs-2929	104	1	references	reference	NOUN
bitcs-2929	104	2	1	1	NUM
bitcs-2929	104	3	.	.	PUNCT
bitcs-2929	104	4	r.	r.	PROPN
bitcs-2929	104	5	k.	k.	PROPN
bitcs-2929	104	6	tripathi	tripathi	PROPN
bitcs-2929	104	7	,	,	PUNCT
bitcs-2929	104	8	a.	a.	PROPN
bitcs-2929	104	9	s.	s.	PROPN
bitcs-2929	104	10	jalal	jalal	PROPN
bitcs-2929	104	11	,	,	PUNCT
bitcs-2929	104	12	and	and	CCONJ
bitcs-2929	104	13	s.	s.	PROPN
bitcs-2929	104	14	c.	c.	PROPN
bitcs-2929	104	15	agrawal	agrawal	PROPN
bitcs-2929	104	16	,	,	PUNCT
bitcs-2929	104	17	"	"	PUNCT
bitcs-2929	104	18	suspicious	suspicious	ADJ
bitcs-2929	104	19	human	human	ADJ
bitcs-2929	104	20	activity	activity	NOUN
bitcs-2929	104	21	recognition	recognition	NOUN
bitcs-2929	104	22	:	:	PUNCT
bitcs-2929	104	23	a	a	DET
bitcs-2929	104	24	review	review	NOUN
bitcs-2929	104	25	,	,	PUNCT
bitcs-2929	104	26	"	"	PUNCT
bitcs-2929	104	27	artificial	artificial	ADJ
bitcs-2929	104	28	intelligence	intelligence	NOUN
bitcs-2929	104	29	review	review	NOUN
bitcs-2929	104	30	,	,	PUNCT
bitcs-2929	104	31	vol	vol	NOUN
bitcs-2929	104	32	.	.	PROPN
bitcs-2929	105	1	50	50	NUM
bitcs-2929	105	2	,	,	PUNCT
bitcs-2929	105	3	pp	pp	ADJ
bitcs-2929	105	4	.	.	PUNCT
bitcs-2929	106	1	283	283	NUM
bitcs-2929	106	2	-	-	SYM
bitcs-2929	106	3	339	339	NUM
bitcs-2929	106	4	,	,	PUNCT
bitcs-2929	106	5	2018	2018	NUM
bitcs-2929	106	6	2	2	NUM
bitcs-2929	106	7	.	.	PUNCT
bitcs-2929	106	8	a.	a.	PROPN
bitcs-2929	106	9	tapus	tapus	PROPN
bitcs-2929	106	10	,	,	PUNCT
bitcs-2929	106	11	a.	a.	PROPN
bitcs-2929	106	12	bandera	bandera	PROPN
bitcs-2929	106	13	,	,	PUNCT
bitcs-2929	106	14	r.	r.	PROPN
bitcs-2929	106	15	vazquez	vazquez	PROPN
bitcs-2929	106	16	-	-	PUNCT
bitcs-2929	106	17	martin	martin	PROPN
bitcs-2929	106	18	,	,	PUNCT
bitcs-2929	106	19	and	and	CCONJ
bitcs-2929	106	20	l.	l.	PROPN
bitcs-2929	106	21	v.	v.	PROPN
bitcs-2929	106	22	calderita	calderita	PROPN
bitcs-2929	106	23	,	,	PUNCT
bitcs-2929	106	24	"	"	PUNCT
bitcs-2929	106	25	perceiving	perceive	VERB
bitcs-2929	106	26	the	the	DET
bitcs-2929	106	27	person	person	NOUN
bitcs-2929	106	28	and	and	CCONJ
bitcs-2929	106	29	their	their	PRON
bitcs-2929	106	30	interactions	interaction	NOUN
bitcs-2929	106	31	with	with	ADP
bitcs-2929	106	32	the	the	DET
bitcs-2929	106	33	others	other	NOUN
bitcs-2929	106	34	for	for	ADP
bitcs-2929	106	35	social	social	ADJ
bitcs-2929	106	36	robotics	robotic	NOUN
bitcs-2929	106	37	–	–	PUNCT
bitcs-2929	106	38	a	a	DET
bitcs-2929	106	39	review	review	NOUN
bitcs-2929	106	40	,	,	PUNCT
bitcs-2929	106	41	"	"	PUNCT
bitcs-2929	106	42	pattern	pattern	NOUN
bitcs-2929	106	43	recognition	recognition	NOUN
bitcs-2929	106	44	letters	letter	NOUN
bitcs-2929	106	45	,	,	PUNCT
bitcs-2929	106	46	vol	vol	NOUN
bitcs-2929	106	47	.	.	PROPN
bitcs-2929	106	48	118	118	NUM
bitcs-2929	106	49	,	,	PUNCT
bitcs-2929	106	50	pp	pp	ADJ
bitcs-2929	106	51	.	.	PUNCT
bitcs-2929	107	1	3	3	NUM
bitcs-2929	107	2	-	-	SYM
bitcs-2929	107	3	13	13	NUM
bitcs-2929	107	4	,	,	PUNCT
bitcs-2929	107	5	2019	2019	NUM
bitcs-2929	107	6	.	.	PUNCT
bitcs-2929	108	1	3	3	X
bitcs-2929	108	2	.	.	X
bitcs-2929	108	3	a.	a.	NOUN
bitcs-2929	108	4	ilidrissi	ilidrissi	NOUN
bitcs-2929	108	5	and	and	CCONJ
bitcs-2929	108	6	j.	j.	PROPN
bitcs-2929	108	7	k.	k.	PROPN
bitcs-2929	108	8	tan	tan	PROPN
bitcs-2929	108	9	,	,	PUNCT
bitcs-2929	108	10	"	"	PUNCT
bitcs-2929	108	11	a	a	DET
bitcs-2929	108	12	deep	deep	ADJ
bitcs-2929	108	13	unified	unify	VERB
bitcs-2929	108	14	framework	framework	NOUN
bitcs-2929	108	15	for	for	ADP
bitcs-2929	108	16	suspicious	suspicious	ADJ
bitcs-2929	108	17	action	action	NOUN
bitcs-2929	108	18	recognition	recognition	NOUN
bitcs-2929	108	19	,	,	PUNCT
bitcs-2929	108	20	"	"	PUNCT
bitcs-2929	108	21	artificial	artificial	ADJ
bitcs-2929	108	22	life	life	NOUN
bitcs-2929	108	23	and	and	CCONJ
bitcs-2929	108	24	robotics	robotic	NOUN
bitcs-2929	108	25	,	,	PUNCT
bitcs-2929	108	26	vol	vol	NOUN
bitcs-2929	108	27	.	.	PROPN
bitcs-2929	108	28	24	24	NUM
bitcs-2929	108	29	,	,	PUNCT
bitcs-2929	108	30	pp	pp	ADJ
bitcs-2929	108	31	.	.	PUNCT
bitcs-2929	109	1	219	219	NUM
bitcs-2929	109	2	-	-	SYM
bitcs-2929	109	3	224	224	NUM
bitcs-2929	109	4	,	,	PUNCT
bitcs-2929	109	5	2019	2019	NUM
bitcs-2929	109	6	.	.	PUNCT
bitcs-2929	110	1	4	4	X
bitcs-2929	110	2	.	.	X
bitcs-2929	110	3	konstantinidis	konstantinidis	PROPN
bitcs-2929	110	4	,	,	PUNCT
bitcs-2929	110	5	d.	d.	PROPN
bitcs-2929	110	6	,	,	PUNCT
bitcs-2929	110	7	dimitropoulos	dimitropoulos	PROPN
bitcs-2929	110	8	,	,	PUNCT
bitcs-2929	110	9	k.	k.	PROPN
bitcs-2929	110	10	,	,	PUNCT
bitcs-2929	110	11	&	&	CCONJ
bitcs-2929	110	12	daras	daras	PROPN
bitcs-2929	110	13	,	,	PUNCT
bitcs-2929	110	14	p.	p.	NOUN
bitcs-2929	110	15	(	(	PUNCT
bitcs-2929	110	16	2018	2018	NUM
bitcs-2929	110	17	)	)	PUNCT
bitcs-2929	110	18	.	.	PUNCT
bitcs-2929	111	1	sıgn	sıgn	PROPN
bitcs-2929	111	2	language	language	PROPN
bitcs-2929	111	3	recognıtıon	recognıtıon	NOUN
bitcs-2929	111	4	based	base	VERB
bitcs-2929	111	5	on	on	ADP
bitcs-2929	111	6	hand	hand	NOUN
bitcs-2929	111	7	and	and	CCONJ
bitcs-2929	111	8	body	body	NOUN
bitcs-2929	111	9	skeletal	skeletal	ADJ
bitcs-2929	111	10	data	datum	NOUN
bitcs-2929	111	11	.	.	PUNCT
bitcs-2929	112	1	20183dtv	20183dtv	NUM
bitcs-2929	112	2	-	-	PUNCT
bitcs-2929	112	3	conference	conference	NOUN
bitcs-2929	112	4	:	:	PUNCT
bitcs-2929	112	5	the	the	DET
bitcs-2929	112	6	true	true	ADJ
bitcs-2929	112	7	vision	vision	NOUN
bitcs-2929	112	8	apture	apture	NOUN
bitcs-2929	112	9	,	,	PUNCT
bitcs-2929	112	10	transmission	transmission	NOUN
bitcs-2929	112	11	and	and	CCONJ
bitcs-2929	112	12	display	display	NOUN
bitcs-2929	112	13	of	of	ADP
bitcs-2929	112	14	3d	3d	PROPN
bitcs-2929	112	15	video	video	NOUN
bitcs-2929	112	16	(	(	PUNCT
bitcs-2929	112	17	3dtvcon	3dtvcon	NUM
bitcs-2929	112	18	)	)	PUNCT
bitcs-2929	112	19	.	.	PUNCT
bitcs-2929	113	1	5	5	X
bitcs-2929	113	2	.	.	PUNCT
bitcs-2929	113	3	s.	s.	PROPN
bitcs-2929	113	4	j.	j.	PROPN
bitcs-2929	113	5	elias	elias	PROPN
bitcs-2929	113	6	,	,	PUNCT
bitcs-2929	113	7	s.	s.	PROPN
bitcs-2929	113	8	m.	m.	PROPN
bitcs-2929	113	9	hatim	hatim	PROPN
bitcs-2929	113	10	,	,	PUNCT
bitcs-2929	113	11	n.	n.	PROPN
bitcs-2929	113	12	a.	a.	PROPN
bitcs-2929	113	13	hassan	hassan	PROPN
bitcs-2929	113	14	,	,	PUNCT
bitcs-2929	113	15	l.	l.	PROPN
bitcs-2929	113	16	m.	m.	PROPN
bitcs-2929	113	17	a.	a.	PROPN
bitcs-2929	113	18	latif	latif	PROPN
bitcs-2929	113	19	,	,	PUNCT
bitcs-2929	113	20	r.	r.	PROPN
bitcs-2929	113	21	b.	b.	PROPN
bitcs-2929	113	22	ahmad	ahmad	PROPN
bitcs-2929	113	23	,	,	PUNCT
bitcs-2929	113	24	m.	m.	NOUN
bitcs-2929	113	25	y.	y.	PROPN
bitcs-2929	113	26	darus	darus	PROPN
bitcs-2929	113	27	,	,	PUNCT
bitcs-2929	113	28	and	and	CCONJ
bitcs-2929	113	29	a.	a.	PROPN
bitcs-2929	113	30	z.	z.	PROPN
bitcs-2929	113	31	shahuddin	shahuddin	PROPN
bitcs-2929	113	32	,	,	PUNCT
bitcs-2929	113	33	"	"	PUNCT
bitcs-2929	113	34	face	face	NOUN
bitcs-2929	113	35	recognition	recognition	NOUN
bitcs-2929	113	36	attendance	attendance	NOUN
bitcs-2929	113	37	system	system	NOUN
bitcs-2929	113	38	using	use	VERB
bitcs-2929	113	39	local	local	ADJ
bitcs-2929	113	40	binary	binary	ADJ
bitcs-2929	113	41	pattern	pattern	NOUN
bitcs-2929	113	42	(	(	PUNCT
bitcs-2929	113	43	lbp	lbp	PROPN
bitcs-2929	113	44	)	)	PUNCT
bitcs-2929	113	45	,	,	PUNCT
bitcs-2929	113	46	"	"	PUNCT
bitcs-2929	113	47	bulletin	bulletin	NOUN
bitcs-2929	113	48	of	of	ADP
bitcs-2929	113	49	electrical	electrical	ADJ
bitcs-2929	113	50	engineering	engineering	NOUN
bitcs-2929	113	51	and	and	CCONJ
bitcs-2929	113	52	informatics	informatic	NOUN
bitcs-2929	113	53	,	,	PUNCT
bitcs-2929	113	54	vol	vol	NOUN
bitcs-2929	113	55	.	.	PROPN
bitcs-2929	113	56	8	8	NUM
bitcs-2929	113	57	,	,	PUNCT
bitcs-2929	113	58	2019	2019	NUM
bitcs-2929	113	59	.	.	PUNCT
bitcs-2929	114	1	6	6	NUM
bitcs-2929	114	2	.	.	PUNCT
bitcs-2929	114	3	a.	a.	NOUN
bitcs-2929	114	4	krizhevsky	krizhevsky	PROPN
bitcs-2929	114	5	,	,	PUNCT
bitcs-2929	114	6	i.	i.	PROPN
bitcs-2929	114	7	sutskever	sutskever	PROPN
bitcs-2929	114	8	,	,	PUNCT
bitcs-2929	114	9	and	and	CCONJ
bitcs-2929	114	10	g.	g.	PROPN
bitcs-2929	114	11	e.	e.	PROPN
bitcs-2929	114	12	hinton	hinton	PROPN
bitcs-2929	114	13	,	,	PUNCT
bitcs-2929	114	14	"	"	PUNCT
bitcs-2929	114	15	imagenet	imagenet	ADJ
bitcs-2929	114	16	classification	classification	NOUN
bitcs-2929	114	17	with	with	ADP
bitcs-2929	114	18	deep	deep	ADJ
bitcs-2929	114	19	convolutional	convolutional	ADJ
bitcs-2929	114	20	neural	neural	ADJ
bitcs-2929	114	21	networks	network	NOUN
bitcs-2929	114	22	,	,	PUNCT
bitcs-2929	114	23	"	"	PUNCT
bitcs-2929	114	24	31	31	NUM
bitcs-2929	114	25	|	|	NOUN
bitcs-2929	114	26	vol.4	vol.4	PROPN
bitcs-2929	114	27	no.1	no.1	PROPN
bitcs-2929	114	28	,	,	PUNCT
bitcs-2929	114	29	january	january	PROPN
bitcs-2929	114	30	2023	2023	NUM
bitcs-2929	114	31	advances	advance	NOUN
bitcs-2929	114	32	in	in	ADP
bitcs-2929	114	33	neural	neural	ADJ
bitcs-2929	114	34	information	information	NOUN
bitcs-2929	114	35	processing	processing	NOUN
bitcs-2929	114	36	systems	system	NOUN
bitcs-2929	114	37	,	,	PUNCT
bitcs-2929	114	38	vol	vol	NOUN
bitcs-2929	114	39	.	.	PROPN
bitcs-2929	114	40	25	25	NUM
bitcs-2929	114	41	,	,	PUNCT
bitcs-2929	114	42	pp	pp	ADJ
bitcs-2929	114	43	.	.	PUNCT
bitcs-2929	114	44	1097	1097	NUM
bitcs-2929	114	45	-	-	SYM
bitcs-2929	114	46	1105	1105	NUM
bitcs-2929	114	47	,	,	PUNCT
bitcs-2929	114	48	2012	2012	NUM
bitcs-2929	114	49	7	7	NUM
bitcs-2929	114	50	.	.	PUNCT
bitcs-2929	115	1	genemo	genemo	NOUN
bitcs-2929	115	2	,	,	PUNCT
bitcs-2929	115	3	m.	m.	PROPN
bitcs-2929	115	4	d.	d.	PROPN
bitcs-2929	115	5	(	(	PUNCT
bitcs-2929	115	6	2022	2022	NUM
bitcs-2929	115	7	)	)	PUNCT
bitcs-2929	115	8	.	.	PUNCT
bitcs-2929	116	1	suspicious	suspicious	ADJ
bitcs-2929	116	2	activity	activity	NOUN
bitcs-2929	116	3	recognition	recognition	NOUN
bitcs-2929	116	4	for	for	ADP
bitcs-2929	116	5	monitoring	monitor	VERB
bitcs-2929	116	6	cheating	cheat	VERB
bitcs-2929	116	7	in	in	ADP
bitcs-2929	116	8	exams	exam	NOUN
bitcs-2929	116	9	.	.	PUNCT
bitcs-2929	117	1	proceedings	proceeding	NOUN
bitcs-2929	117	2	of	of	ADP
bitcs-2929	117	3	the	the	DET
bitcs-2929	117	4	indian	indian	ADJ
bitcs-2929	117	5	national	national	PROPN
bitcs-2929	117	6	science	science	PROPN
bitcs-2929	117	7	academy	academy	PROPN
bitcs-2929	117	8	,	,	PUNCT
bitcs-2929	117	9	1	1	NUM
bitcs-2929	117	10	-	-	SYM
bitcs-2929	117	11	10	10	NUM
bitcs-2929	117	12	.	.	NOUN
bitcs-2929	117	13	8	8	NUM
bitcs-2929	117	14	.	.	PUNCT
bitcs-2929	117	15	c.	c.	PROPN
bitcs-2929	117	16	a.	a.	PROPN
bitcs-2929	117	17	devine	devine	PROPN
bitcs-2929	117	18	and	and	CCONJ
bitcs-2929	117	19	e.	e.	PROPN
bitcs-2929	117	20	d.	d.	PROPN
bitcs-2929	117	21	chin	chin	PROPN
bitcs-2929	117	22	,	,	PUNCT
bitcs-2929	117	23	"	"	PUNCT
bitcs-2929	117	24	integrity	integrity	NOUN
bitcs-2929	117	25	in	in	ADP
bitcs-2929	117	26	nursing	nursing	NOUN
bitcs-2929	117	27	students	student	NOUN
bitcs-2929	117	28	:	:	PUNCT
bitcs-2929	117	29	a	a	DET
bitcs-2929	117	30	concept	concept	NOUN
bitcs-2929	117	31	analysis	analysis	NOUN
bitcs-2929	117	32	,	,	PUNCT
bitcs-2929	117	33	"	"	PUNCT
bitcs-2929	117	34	nurse	nurse	ADJ
bitcs-2929	117	35	education	education	NOUN
bitcs-2929	117	36	today	today	NOUN
bitcs-2929	117	37	,	,	PUNCT
bitcs-2929	117	38	vol	vol	NOUN
bitcs-2929	117	39	.	.	PROPN
bitcs-2929	117	40	60	60	NUM
bitcs-2929	117	41	,	,	PUNCT
bitcs-2929	117	42	pp	pp	ADJ
bitcs-2929	117	43	.	.	PUNCT
bitcs-2929	118	1	133	133	NUM
bitcs-2929	118	2	-	-	SYM
bitcs-2929	118	3	138	138	NUM
bitcs-2929	118	4	,	,	PUNCT
bitcs-2929	118	5	2018	2018	NUM
bitcs-2929	118	6	.	.	PUNCT
bitcs-2929	119	1	9	9	NUM
bitcs-2929	119	2	.	.	X
bitcs-2929	119	3	h.	h.	PROPN
bitcs-2929	119	4	m.	m.	PROPN
bitcs-2929	119	5	abdulghani	abdulghani	PROPN
bitcs-2929	119	6	,	,	PUNCT
bitcs-2929	119	7	s.	s.	PROPN
bitcs-2929	119	8	haque	haque	PROPN
bitcs-2929	119	9	,	,	PUNCT
bitcs-2929	119	10	y.	y.	PROPN
bitcs-2929	119	11	a.	a.	PROPN
bitcs-2929	119	12	almusalam	almusalam	PROPN
bitcs-2929	119	13	,	,	PUNCT
bitcs-2929	119	14	s.	s.	PROPN
bitcs-2929	119	15	l.	l.	PROPN
bitcs-2929	119	16	alanezi	alanezi	PROPN
bitcs-2929	119	17	,	,	PUNCT
bitcs-2929	119	18	y.	y.	PROPN
bitcs-2929	119	19	a.	a.	PROPN
bitcs-2929	119	20	alsulaiman	alsulaiman	PROPN
bitcs-2929	119	21	,	,	PUNCT
bitcs-2929	119	22	m.	m.	PROPN
bitcs-2929	119	23	irshad	irshad	PROPN
bitcs-2929	119	24	,	,	PUNCT
bitcs-2929	119	25	et	et	PROPN
bitcs-2929	119	26	al	al	PROPN
bitcs-2929	119	27	.	.	PROPN
bitcs-2929	119	28	,	,	PUNCT
bitcs-2929	119	29	"	"	PUNCT
bitcs-2929	119	30	self	self	NOUN
bitcs-2929	119	31	-	-	PUNCT
bitcs-2929	119	32	reported	report	VERB
bitcs-2929	119	33	cheating	cheat	VERB
bitcs-2929	119	34	among	among	ADP
bitcs-2929	119	35	medical	medical	ADJ
bitcs-2929	119	36	students	student	NOUN
bitcs-2929	119	37	:	:	PUNCT
bitcs-2929	119	38	an	an	DET
bitcs-2929	119	39	alarming	alarming	ADJ
bitcs-2929	119	40	finding	finding	NOUN
bitcs-2929	119	41	in	in	ADP
bitcs-2929	119	42	a	a	DET
bitcs-2929	119	43	crosssectional	crosssectional	ADJ
bitcs-2929	119	44	study	study	NOUN
bitcs-2929	119	45	from	from	ADP
bitcs-2929	119	46	saudi	saudi	PROPN
bitcs-2929	119	47	arabia	arabia	PROPN
bitcs-2929	119	48	,	,	PUNCT
bitcs-2929	119	49	"	"	PUNCT
bitcs-2929	119	50	plos	plos	PROPN
bitcs-2929	119	51	one	one	NUM
bitcs-2929	119	52	,	,	PUNCT
bitcs-2929	119	53	vol	vol	NOUN
bitcs-2929	119	54	.	.	PROPN
bitcs-2929	119	55	13	13	NUM
bitcs-2929	119	56	,	,	PUNCT
bitcs-2929	119	57	p.	p.	NOUN
bitcs-2929	119	58	e0194963	e0194963	NOUN
bitcs-2929	119	59	,	,	PUNCT
bitcs-2929	119	60	2018	2018	NUM
bitcs-2929	119	61	.	.	PUNCT
bitcs-2929	120	1	10	10	NUM
bitcs-2929	120	2	.	.	PUNCT
bitcs-2929	120	3	m.	m.	NOUN
bitcs-2929	120	4	a.	a.	PROPN
bitcs-2929	120	5	lewis	lewis	PROPN
bitcs-2929	120	6	and	and	CCONJ
bitcs-2929	120	7	c.	c.	PROPN
bitcs-2929	120	8	neighbors	neighbor	NOUN
bitcs-2929	120	9	,	,	PUNCT
bitcs-2929	120	10	"	"	PUNCT
bitcs-2929	120	11	an	an	DET
bitcs-2929	120	12	examination	examination	NOUN
bitcs-2929	120	13	of	of	ADP
bitcs-2929	120	14	college	college	NOUN
bitcs-2929	120	15	student	student	NOUN
bitcs-2929	120	16	activities	activity	NOUN
bitcs-2929	120	17	and	and	CCONJ
bitcs-2929	120	18	attentiveness	attentiveness	NOUN
bitcs-2929	120	19	during	during	ADP
bitcs-2929	120	20	a	a	DET
bitcs-2929	120	21	web	web	NOUN
bitcs-2929	120	22	-	-	ADJ
bitcs-2929	120	23	delivered	deliver	VERB
bitcs-2929	120	24	personalized	personalize	VERB
bitcs-2929	120	25	normative	normative	ADJ
bitcs-2929	120	26	feedback	feedback	NOUN
bitcs-2929	120	27	intervention	intervention	NOUN
bitcs-2929	120	28	,	,	PUNCT
bitcs-2929	120	29	"	"	PUNCT
bitcs-2929	120	30	psychology	psychology	NOUN
bitcs-2929	120	31	of	of	ADP
bitcs-2929	120	32	addictive	addictive	ADJ
bitcs-2929	120	33	behaviors	behavior	NOUN
bitcs-2929	120	34	,	,	PUNCT
bitcs-2929	120	35	vol	vol	NOUN
bitcs-2929	120	36	.	.	PROPN
bitcs-2929	120	37	29	29	NUM
bitcs-2929	120	38	,	,	PUNCT
bitcs-2929	120	39	p.	p.	NOUN
bitcs-2929	120	40	162	162	NUM
bitcs-2929	120	41	,	,	PUNCT
bitcs-2929	120	42	2015	2015	NUM
bitcs-2929	120	43	.	.	PUNCT
bitcs-2929	121	1	11	11	NUM
bitcs-2929	121	2	.	.	PUNCT
bitcs-2929	121	3	rwth	rwth	NOUN
bitcs-2929	121	4	-	-	PUNCT
bitcs-2929	121	5	phoenix-2014	phoenix-2014	NOUN
bitcs-2929	121	6	-	-	PUNCT
bitcs-2929	121	7	t	t	NOUN
bitcs-2929	121	8	veri	veri	PROPN
bitcs-2929	121	9	seti	seti	PROPN
bitcs-2929	121	10	,	,	PUNCT
bitcs-2929	121	11	https://wwwi6.informatik.rwth-aachen.de/~koller/rwthphoenix2014-t/	https://wwwi6.informatik.rwth-aachen.de/~koller/rwthphoenix2014-t/	NOUN
bitcs-2929	121	12	12	12	NUM
bitcs-2929	121	13	.	.	PUNCT
bitcs-2929	122	1	s.	s.	PROPN
bitcs-2929	122	2	balocco	balocco	PROPN
bitcs-2929	122	3	,	,	PUNCT
bitcs-2929	122	4	m.	m.	NOUN
bitcs-2929	122	5	gonzález	gonzález	PROPN
bitcs-2929	122	6	,	,	PUNCT
bitcs-2929	122	7	r.	r.	PROPN
bitcs-2929	122	8	ñanculef	ñanculef	PROPN
bitcs-2929	122	9	,	,	PUNCT
bitcs-2929	122	10	p.	p.	PROPN
bitcs-2929	122	11	radeva	radeva	PROPN
bitcs-2929	122	12	,	,	PUNCT
bitcs-2929	122	13	and	and	CCONJ
bitcs-2929	122	14	g.	g.	PROPN
bitcs-2929	122	15	thomas	thomas	PROPN
bitcs-2929	122	16	,	,	PUNCT
bitcs-2929	122	17	"	"	PUNCT
bitcs-2929	122	18	calcified	calcify	VERB
bitcs-2929	122	19	plaque	plaque	NOUN
bitcs-2929	122	20	detection	detection	NOUN
bitcs-2929	122	21	in	in	ADP
bitcs-2929	122	22	ivus	ivus	ADJ
bitcs-2929	122	23	sequences	sequence	NOUN
bitcs-2929	122	24	:	:	PUNCT
bitcs-2929	122	25	preliminary	preliminary	ADJ
bitcs-2929	122	26	results	result	NOUN
bitcs-2929	122	27	using	use	VERB
bitcs-2929	122	28	convolutional	convolutional	ADJ
bitcs-2929	122	29	nets	net	NOUN
bitcs-2929	122	30	,	,	PUNCT
bitcs-2929	122	31	"	"	PUNCT
bitcs-2929	122	32	in	in	ADP
bitcs-2929	122	33	international	international	ADJ
bitcs-2929	122	34	workshop	workshop	NOUN
bitcs-2929	122	35	on	on	ADP
bitcs-2929	122	36	artificial	artificial	ADJ
bitcs-2929	122	37	intelligence	intelligence	NOUN
bitcs-2929	122	38	and	and	CCONJ
bitcs-2929	122	39	pattern	pattern	NOUN
bitcs-2929	122	40	recognition	recognition	NOUN
bitcs-2929	122	41	,	,	PUNCT
bitcs-2929	122	42	2018	2018	NUM
bitcs-2929	122	43	,	,	PUNCT
bitcs-2929	122	44	pp	pp	ADJ
bitcs-2929	122	45	.	.	PUNCT
bitcs-2929	123	1	34	34	NUM
bitcs-2929	123	2	-	-	SYM
bitcs-2929	123	3	42	42	NUM
bitcs-2929	123	4	13	13	NUM
bitcs-2929	123	5	.	.	PUNCT
bitcs-2929	124	1	y.	y.	PROPN
bitcs-2929	124	2	liu	liu	PROPN
bitcs-2929	124	3	,	,	PUNCT
bitcs-2929	124	4	x.	x.	PROPN
bitcs-2929	124	5	wang	wang	PROPN
bitcs-2929	124	6	,	,	PUNCT
bitcs-2929	124	7	l.	l.	PROPN
bitcs-2929	124	8	wang	wang	PROPN
bitcs-2929	124	9	,	,	PUNCT
bitcs-2929	124	10	and	and	CCONJ
bitcs-2929	124	11	d.	d.	PROPN
bitcs-2929	124	12	liu	liu	PROPN
bitcs-2929	124	13	,	,	PUNCT
bitcs-2929	124	14	"	"	PUNCT
bitcs-2929	124	15	a	a	DET
bitcs-2929	124	16	modified	modify	VERB
bitcs-2929	124	17	leaky	leaky	ADJ
bitcs-2929	124	18	relu	relu	NOUN
bitcs-2929	124	19	scheme	scheme	NOUN
bitcs-2929	124	20	(	(	PUNCT
bitcs-2929	124	21	mlrs	mlrs	NOUN
bitcs-2929	124	22	)	)	PUNCT
bitcs-2929	124	23	for	for	ADP
bitcs-2929	124	24	topology	topology	NOUN
bitcs-2929	124	25	optimization	optimization	NOUN
bitcs-2929	124	26	with	with	ADP
bitcs-2929	124	27	multiple	multiple	ADJ
bitcs-2929	124	28	materials	material	NOUN
bitcs-2929	124	29	,	,	PUNCT
bitcs-2929	124	30	"	"	PUNCT
bitcs-2929	124	31	applied	apply	VERB
bitcs-2929	124	32	mathematics	mathematic	NOUN
bitcs-2929	124	33	and	and	CCONJ
bitcs-2929	124	34	computation	computation	NOUN
bitcs-2929	124	35	,	,	PUNCT
bitcs-2929	124	36	vol	vol	NOUN
bitcs-2929	124	37	.	.	PROPN
bitcs-2929	125	1	352	352	NUM
bitcs-2929	125	2	,	,	PUNCT
bitcs-2929	125	3	pp	pp	ADJ
bitcs-2929	125	4	.	.	PUNCT
bitcs-2929	126	1	188	188	NUM
bitcs-2929	126	2	-	-	SYM
bitcs-2929	126	3	204	204	NUM
bitcs-2929	126	4	,	,	PUNCT
bitcs-2929	126	5	2019	2019	NUM
bitcs-2929	126	6	14	14	NUM
bitcs-2929	126	7	.	.	PUNCT
bitcs-2929	127	1	j.	j.	PROPN
bitcs-2929	127	2	bouvrie	bouvrie	PROPN
bitcs-2929	127	3	,	,	PUNCT
bitcs-2929	127	4	"	"	PUNCT
bitcs-2929	127	5	notes	note	NOUN
bitcs-2929	127	6	on	on	ADP
bitcs-2929	127	7	convolutional	convolutional	ADJ
bitcs-2929	127	8	neural	neural	ADJ
bitcs-2929	127	9	networks	network	NOUN
bitcs-2929	127	10	,	,	PUNCT
bitcs-2929	127	11	"	"	PUNCT
bitcs-2929	127	12	neural	neural	ADJ
bitcs-2929	127	13	nets	net	NOUN
bitcs-2929	127	14	,	,	PUNCT
bitcs-2929	127	15	mit	mit	VERB
bitcs-2929	127	16	cbcl	cbcl	NOUN
bitcs-2929	127	17	tech	tech	NOUN
bitcs-2929	127	18	report	report	NOUN
bitcs-2929	127	19	,	,	PUNCT
bitcs-2929	127	20	pp	pp	ADV
bitcs-2929	127	21	.	.	PUNCT
bitcs-2929	128	1	47	47	NUM
bitcs-2929	128	2	-	-	SYM
bitcs-2929	128	3	60	60	NUM
bitcs-2929	128	4	,	,	PUNCT
bitcs-2929	128	5	2006	2006	NUM
bitcs-2929	128	6	.	.	PUNCT
bitcs-2929	129	1	15	15	NUM
bitcs-2929	129	2	.	.	PUNCT
bitcs-2929	129	3	y.	y.	PROPN
bitcs-2929	129	4	li	li	PROPN
bitcs-2929	129	5	,	,	PUNCT
bitcs-2929	129	6	z.	z.	PROPN
bitcs-2929	129	7	hao	hao	PROPN
bitcs-2929	129	8	,	,	PUNCT
bitcs-2929	129	9	and	and	CCONJ
bitcs-2929	129	10	h.	h.	PROPN
bitcs-2929	129	11	lei	lei	PROPN
bitcs-2929	129	12	,	,	PUNCT
bitcs-2929	129	13	"	"	PUNCT
bitcs-2929	129	14	survey	survey	NOUN
bitcs-2929	129	15	of	of	ADP
bitcs-2929	129	16	convolutional	convolutional	ADJ
bitcs-2929	129	17	neural	neural	ADJ
bitcs-2929	129	18	network	network	NOUN
bitcs-2929	129	19	,	,	PUNCT
bitcs-2929	129	20	"	"	PUNCT
bitcs-2929	129	21	journal	journal	NOUN
bitcs-2929	129	22	of	of	ADP
bitcs-2929	129	23	computer	computer	NOUN
bitcs-2929	129	24	applications	application	NOUN
bitcs-2929	129	25	,	,	PUNCT
bitcs-2929	129	26	vol	vol	NOUN
bitcs-2929	129	27	.	.	PROPN
bitcs-2929	130	1	36	36	NUM
bitcs-2929	130	2	,	,	PUNCT
bitcs-2929	130	3	pp	pp	ADJ
bitcs-2929	130	4	.	.	PUNCT
bitcs-2929	131	1	2508	2508	NUM
bitcs-2929	131	2	2515	2515	NUM
bitcs-2929	131	3	,	,	PUNCT
bitcs-2929	131	4	2016	2016	NUM
bitcs-2929	131	5	.	.	PUNCT
bitcs-2929	132	1	16	16	NUM
bitcs-2929	132	2	.	.	PUNCT
bitcs-2929	132	3	a.	a.	NOUN
bitcs-2929	132	4	divakaran	divakaran	PROPN
bitcs-2929	132	5	,	,	PUNCT
bitcs-2929	132	6	q.	q.	PROPN
bitcs-2929	132	7	yu	yu	PROPN
bitcs-2929	132	8	,	,	PUNCT
bitcs-2929	132	9	a.	a.	NOUN
bitcs-2929	132	10	tamrakar	tamrakar	PROPN
bitcs-2929	132	11	,	,	PUNCT
bitcs-2929	132	12	h.	h.	PROPN
bitcs-2929	132	13	s.	s.	PROPN
bitcs-2929	132	14	sawhney	sawhney	PROPN
bitcs-2929	132	15	,	,	PUNCT
bitcs-2929	132	16	j.	j.	PROPN
bitcs-2929	132	17	zhu	zhu	PROPN
bitcs-2929	132	18	,	,	PUNCT
bitcs-2929	132	19	o.	o.	PROPN
bitcs-2929	132	20	javed	javed	PROPN
bitcs-2929	132	21	,	,	PUNCT
bitcs-2929	132	22	et	et	PROPN
bitcs-2929	132	23	al	al	PROPN
bitcs-2929	132	24	.	.	PROPN
bitcs-2929	132	25	,	,	PUNCT
bitcs-2929	132	26	"	"	PUNCT
bitcs-2929	132	27	real	real	ADJ
bitcs-2929	132	28	-	-	PUNCT
bitcs-2929	132	29	time	time	NOUN
bitcs-2929	132	30	object	object	NOUN
bitcs-2929	132	31	detection	detection	NOUN
bitcs-2929	132	32	,	,	PUNCT
bitcs-2929	132	33	tracking	tracking	NOUN
bitcs-2929	132	34	and	and	CCONJ
bitcs-2929	132	35	occlusion	occlusion	NOUN
bitcs-2929	132	36	reasoning	reasoning	NOUN
bitcs-2929	132	37	,	,	PUNCT
bitcs-2929	132	38	"	"	PUNCT
bitcs-2929	132	39	ed	ed	NOUN
bitcs-2929	132	40	:	:	PUNCT
bitcs-2929	132	41	google	google	PROPN
bitcs-2929	132	42	patents	patent	NOUN
bitcs-2929	132	43	,	,	PUNCT
bitcs-2929	132	44	2018	2018	NUM
bitcs-2929	132	45	.	.	PUNCT
bitcs-2929	133	1	17	17	NUM
bitcs-2929	133	2	.	.	PUNCT
bitcs-2929	133	3	a.	a.	PROPN
bitcs-2929	133	4	booranawong	booranawong	PROPN
bitcs-2929	133	5	,	,	PUNCT
bitcs-2929	133	6	n.	n.	PROPN
bitcs-2929	133	7	jindapetch	jindapetch	PROPN
bitcs-2929	133	8	,	,	PUNCT
bitcs-2929	133	9	and	and	CCONJ
bitcs-2929	133	10	h.	h.	PROPN
bitcs-2929	133	11	saito	saito	PROPN
bitcs-2929	133	12	,	,	PUNCT
bitcs-2929	133	13	"	"	PUNCT
bitcs-2929	133	14	a	a	DET
bitcs-2929	133	15	system	system	NOUN
bitcs-2929	133	16	for	for	ADP
bitcs-2929	133	17	detection	detection	NOUN
bitcs-2929	133	18	and	and	CCONJ
bitcs-2929	133	19	tracking	tracking	NOUN
bitcs-2929	133	20	of	of	ADP
bitcs-2929	133	21	human	human	ADJ
bitcs-2929	133	22	movements	movement	NOUN
bitcs-2929	133	23	using	use	VERB
bitcs-2929	133	24	rssi	rssi	ADJ
bitcs-2929	133	25	signals	signal	NOUN
bitcs-2929	133	26	,	,	PUNCT
bitcs-2929	133	27	"	"	PUNCT
bitcs-2929	133	28	ieee	ieee	NOUN
bitcs-2929	133	29	sensors	sensor	NOUN
bitcs-2929	133	30	journal	journal	PROPN
bitcs-2929	133	31	,	,	PUNCT
bitcs-2929	133	32	vol	vol	NOUN
bitcs-2929	133	33	.	.	PROPN
bitcs-2929	133	34	18	18	NUM
bitcs-2929	133	35	,	,	PUNCT
bitcs-2929	133	36	pp	pp	ADJ
bitcs-2929	133	37	.	.	PUNCT
bitcs-2929	133	38	2531	2531	NUM
bitcs-2929	133	39	-	-	SYM
bitcs-2929	133	40	2544	2544	NUM
bitcs-2929	133	41	,	,	PUNCT
bitcs-2929	133	42	2018	2018	NUM
bitcs-2929	133	43	.	.	PUNCT
bitcs-2929	134	1	18	18	NUM
bitcs-2929	134	2	.	.	PUNCT
bitcs-2929	134	3	a.	a.	PROPN
bitcs-2929	134	4	b.	b.	PROPN
bitcs-2929	134	5	mabrouk	mabrouk	PROPN
bitcs-2929	134	6	and	and	CCONJ
bitcs-2929	134	7	e.	e.	PROPN
bitcs-2929	134	8	zagrouba	zagrouba	PROPN
bitcs-2929	134	9	,	,	PUNCT
bitcs-2929	134	10	"	"	PUNCT
bitcs-2929	134	11	abnormal	abnormal	ADJ
bitcs-2929	134	12	behavior	behavior	NOUN
bitcs-2929	134	13	recognition	recognition	NOUN
bitcs-2929	134	14	for	for	ADP
bitcs-2929	134	15	intelligent	intelligent	ADJ
bitcs-2929	134	16	video	video	NOUN
bitcs-2929	134	17	surveillance	surveillance	NOUN
bitcs-2929	134	18	systems	system	NOUN
bitcs-2929	134	19	:	:	PUNCT
bitcs-2929	134	20	a	a	DET
bitcs-2929	134	21	review	review	NOUN
bitcs-2929	134	22	,	,	PUNCT
bitcs-2929	134	23	"	"	PUNCT
bitcs-2929	134	24	expert	expert	NOUN
bitcs-2929	134	25	systems	system	NOUN
bitcs-2929	134	26	with	with	ADP
bitcs-2929	134	27	applications	application	NOUN
bitcs-2929	134	28	,	,	PUNCT
bitcs-2929	134	29	vol	vol	NOUN
bitcs-2929	134	30	.	.	PROPN
bitcs-2929	134	31	91	91	NUM
bitcs-2929	134	32	,	,	PUNCT
bitcs-2929	134	33	pp	pp	ADJ
bitcs-2929	134	34	.	.	PUNCT
bitcs-2929	134	35	480491	480491	NUM
bitcs-2929	134	36	,	,	PUNCT
bitcs-2929	134	37	2018	2018	NUM
bitcs-2929	134	38	.	.	PUNCT
bitcs-2929	135	1	19	19	NUM
bitcs-2929	135	2	.	.	X
bitcs-2929	135	3	krizhevsky	krizhevsky	PROPN
bitcs-2929	135	4	and	and	CCONJ
bitcs-2929	135	5	g.	g.	PROPN
bitcs-2929	135	6	hinton	hinton	PROPN
bitcs-2929	135	7	,	,	PUNCT
bitcs-2929	135	8	"	"	PUNCT
bitcs-2929	135	9	learning	learn	VERB
bitcs-2929	135	10	multiple	multiple	ADJ
bitcs-2929	135	11	layers	layer	NOUN
bitcs-2929	135	12	of	of	ADP
bitcs-2929	135	13	features	feature	NOUN
bitcs-2929	135	14	from	from	ADP
bitcs-2929	135	15	tiny	tiny	ADJ
bitcs-2929	135	16	images	image	NOUN
bitcs-2929	135	17	(	(	PUNCT
bitcs-2929	135	18	technical	technical	ADJ
bitcs-2929	135	19	report	report	NOUN
bitcs-2929	135	20	)	)	PUNCT
bitcs-2929	135	21	,	,	PUNCT
bitcs-2929	135	22	"	"	PUNCT
bitcs-2929	135	23	university	university	NOUN
bitcs-2929	135	24	of	of	ADP
bitcs-2929	135	25	toronto	toronto	PROPN
bitcs-2929	135	26	,	,	PUNCT
bitcs-2929	135	27	2009	2009	NUM
bitcs-2929	135	28	20	20	NUM
bitcs-2929	135	29	.	.	PUNCT
bitcs-2929	136	1	d.	d.	PROPN
bitcs-2929	136	2	k.	k.	PROPN
bitcs-2929	136	3	vishwakarma	vishwakarma	PROPN
bitcs-2929	136	4	,	,	PUNCT
bitcs-2929	136	5	"	"	PUNCT
bitcs-2929	136	6	a	a	DET
bitcs-2929	136	7	two	two	NUM
bitcs-2929	136	8	-	-	PUNCT
bitcs-2929	136	9	fold	fold	ADJ
bitcs-2929	136	10	transformation	transformation	NOUN
bitcs-2929	136	11	model	model	NOUN
bitcs-2929	136	12	for	for	ADP
bitcs-2929	136	13	human	human	ADJ
bitcs-2929	136	14	action	action	NOUN
bitcs-2929	136	15	recognition	recognition	NOUN
bitcs-2929	136	16	using	use	VERB
bitcs-2929	136	17	decisive	decisive	ADJ
bitcs-2929	136	18	pose	pose	NOUN
bitcs-2929	136	19	,	,	PUNCT
bitcs-2929	136	20	"	"	PUNCT
bitcs-2929	136	21	cognitive	cognitive	ADJ
bitcs-2929	136	22	systems	system	NOUN
bitcs-2929	136	23	research	research	NOUN
bitcs-2929	136	24	,	,	PUNCT
bitcs-2929	136	25	vol	vol	NOUN
bitcs-2929	136	26	.	.	PROPN
bitcs-2929	136	27	61	61	NUM
bitcs-2929	136	28	,	,	PUNCT
bitcs-2929	136	29	pp	pp	ADJ
bitcs-2929	136	30	.	.	PUNCT
bitcs-2929	137	1	1	1	NUM
bitcs-2929	137	2	-	-	SYM
bitcs-2929	137	3	13	13	NUM
bitcs-2929	137	4	,	,	PUNCT
bitcs-2929	137	5	2020	2020	NUM
bitcs-2929	137	6	.	.	PUNCT
bitcs-2929	138	1	21	21	NUM
bitcs-2929	138	2	.	.	PUNCT
bitcs-2929	138	3	m.	m.	NOUN
bitcs-2929	138	4	a.	a.	PROPN
bitcs-2929	138	5	khan	khan	PROPN
bitcs-2929	138	6	,	,	PUNCT
bitcs-2929	138	7	y.-d	y.-d	PROPN
bitcs-2929	138	8	.	.	PUNCT
bitcs-2929	139	1	zhang	zhang	PROPN
bitcs-2929	139	2	,	,	PUNCT
bitcs-2929	139	3	s.	s.	PROPN
bitcs-2929	139	4	a.	a.	PROPN
bitcs-2929	139	5	khan	khan	PROPN
bitcs-2929	139	6	,	,	PUNCT
bitcs-2929	139	7	m.	m.	NOUN
bitcs-2929	139	8	attique	attique	NOUN
bitcs-2929	139	9	,	,	PUNCT
bitcs-2929	139	10	a.	a.	NOUN
bitcs-2929	139	11	rehman	rehman	PROPN
bitcs-2929	139	12	,	,	PUNCT
bitcs-2929	139	13	and	and	CCONJ
bitcs-2929	139	14	s.	s.	PROPN
bitcs-2929	139	15	seo	seo	PROPN
bitcs-2929	139	16	,	,	PUNCT
bitcs-2929	139	17	"	"	PUNCT
bitcs-2929	139	18	a	a	DET
bitcs-2929	139	19	resource	resource	NOUN
bitcs-2929	139	20	conscious	conscious	ADJ
bitcs-2929	139	21	human	human	ADJ
bitcs-2929	139	22	action	action	NOUN
bitcs-2929	139	23	recognition	recognition	NOUN
bitcs-2929	139	24	framework	framework	NOUN
bitcs-2929	139	25	using	use	VERB
bitcs-2929	139	26	26	26	NUM
bitcs-2929	139	27	-	-	PUNCT
bitcs-2929	139	28	layered	layer	VERB
bitcs-2929	139	29	deep	deep	ADJ
bitcs-2929	139	30	convolutional	convolutional	ADJ
bitcs-2929	139	31	neural	neural	ADJ
bitcs-2929	139	32	network	network	NOUN
bitcs-2929	139	33	,	,	PUNCT
bitcs-2929	139	34	"	"	PUNCT
bitcs-2929	139	35	multimedia	multimedia	NOUN
bitcs-2929	139	36	tools	tool	NOUN
bitcs-2929	139	37	and	and	CCONJ
bitcs-2929	139	38	applications	application	NOUN
bitcs-2929	139	39	,	,	PUNCT
bitcs-2929	139	40	pp	pp	ADJ
bitcs-2929	139	41	.	.	PUNCT
bitcs-2929	140	1	1	1	NUM
bitcs-2929	140	2	-	-	SYM
bitcs-2929	140	3	23	23	NUM
bitcs-2929	140	4	,	,	PUNCT
bitcs-2929	140	5	2020	2020	NUM
bitcs-2929	140	6	.	.	PUNCT
bitcs-2929	141	1	https://wwwi6.informatik.rwth-aachen.de/~koller/rwth-phoenixhttps://wwwi6.informatik.rwth-aachen.de/~koller/rwth-phoenix	https://wwwi6.informatik.rwth-aachen.de/~koller/rwth-phoenixhttps://wwwi6.informatik.rwth-aachen.de/~koller/rwth-phoenix	PROPN