id	sid	tid	token	lemma	pos
fcis-14038	1	1	frontiers	frontier	NOUN
fcis-14038	1	2	in	in	ADP
fcis-14038	1	3	computing	computing	NOUN
fcis-14038	1	4	and	and	CCONJ
fcis-14038	1	5	intelligent	intelligent	ADJ
fcis-14038	1	6	systems	system	NOUN
fcis-14038	1	7	issn	issn	VERB
fcis-14038	1	8	:	:	PUNCT
fcis-14038	1	9	2832	2832	NUM
fcis-14038	1	10	-	-	SYM
fcis-14038	1	11	6024	6024	NUM
fcis-14038	1	12	|	|	NOUN
fcis-14038	1	13	vol	vol	NOUN
fcis-14038	1	14	.	.	PROPN
fcis-14038	2	1	5	5	NUM
fcis-14038	2	2	,	,	PUNCT
fcis-14038	2	3	no	no	INTJ
fcis-14038	2	4	.	.	NOUN
fcis-14038	2	5	3	3	NUM
fcis-14038	2	6	,	,	PUNCT
fcis-14038	2	7	2023	2023	NUM
fcis-14038	2	8	143	143	NUM
fcis-14038	2	9	volleyball	volleyball	NOUN
fcis-14038	2	10	action	action	NOUN
fcis-14038	2	11	recognition	recognition	NOUN
fcis-14038	2	12	based	base	VERB
fcis-14038	2	13	on	on	ADP
fcis-14038	2	14	skeleton	skeleton	NOUN
fcis-14038	2	15	data	datum	NOUN
fcis-14038	2	16	zhanhao	zhanhao	PROPN
fcis-14038	2	17	liang	liang	PROPN
fcis-14038	2	18	,	,	PUNCT
fcis-14038	2	19	batyrkanov	batyrkanov	PROPN
fcis-14038	2	20	jenish	jenish	PROPN
fcis-14038	2	21	isakunovich	isakunovich	PROPN
fcis-14038	2	22	automatic	automatic	ADJ
fcis-14038	2	23	control	control	PROPN
fcis-14038	2	24	department	department	PROPN
fcis-14038	2	25	,	,	PUNCT
fcis-14038	2	26	kyrgyz	kyrgyz	PROPN
fcis-14038	2	27	state	state	PROPN
fcis-14038	2	28	technical	technical	PROPN
fcis-14038	2	29	university	university	PROPN
fcis-14038	2	30	after	after	ADP
fcis-14038	2	31	named	name	VERB
fcis-14038	2	32	i.	i.	NOUN
fcis-14038	2	33	razzakov	razzakov	PROPN
fcis-14038	2	34	,	,	PUNCT
fcis-14038	2	35	bishkek	bishkek	PROPN
fcis-14038	2	36	,	,	PUNCT
fcis-14038	2	37	kyrgyzstan	kyrgyzstan	PROPN
fcis-14038	2	38	abstract	abstract	NOUN
fcis-14038	2	39	:	:	PUNCT
fcis-14038	2	40	this	this	DET
fcis-14038	2	41	research	research	NOUN
fcis-14038	2	42	explores	explore	VERB
fcis-14038	2	43	the	the	DET
fcis-14038	2	44	intricacies	intricacy	NOUN
fcis-14038	2	45	of	of	ADP
fcis-14038	2	46	volleyball	volleyball	NOUN
fcis-14038	2	47	action	action	NOUN
fcis-14038	2	48	recognition	recognition	NOUN
fcis-14038	2	49	using	use	VERB
fcis-14038	2	50	skeleton	skeleton	NOUN
fcis-14038	2	51	data	datum	NOUN
fcis-14038	2	52	through	through	ADP
fcis-14038	2	53	the	the	DET
fcis-14038	2	54	lens	lens	NOUN
fcis-14038	2	55	of	of	ADP
fcis-14038	2	56	the	the	DET
fcis-14038	2	57	long	long	ADJ
fcis-14038	2	58	short	short	ADJ
fcis-14038	2	59	-	-	PUNCT
fcis-14038	2	60	term	term	NOUN
fcis-14038	2	61	memory	memory	NOUN
fcis-14038	2	62	(	(	PUNCT
fcis-14038	2	63	lstm	lstm	NOUN
fcis-14038	2	64	)	)	PUNCT
fcis-14038	2	65	model	model	NOUN
fcis-14038	2	66	.	.	PUNCT
fcis-14038	3	1	with	with	ADP
fcis-14038	3	2	the	the	DET
fcis-14038	3	3	objective	objective	NOUN
fcis-14038	3	4	of	of	ADP
fcis-14038	3	5	accurately	accurately	ADV
fcis-14038	3	6	identifying	identify	VERB
fcis-14038	3	7	distinct	distinct	ADJ
fcis-14038	3	8	volleyball	volleyball	NOUN
fcis-14038	3	9	actions	action	NOUN
fcis-14038	3	10	—	—	PUNCT
fcis-14038	3	11	serve	serve	VERB
fcis-14038	3	12	,	,	PUNCT
fcis-14038	3	13	spike	spike	NOUN
fcis-14038	3	14	,	,	PUNCT
fcis-14038	3	15	block	block	NOUN
fcis-14038	3	16	,	,	PUNCT
fcis-14038	3	17	dig	dig	NOUN
fcis-14038	3	18	,	,	PUNCT
fcis-14038	3	19	and	and	CCONJ
fcis-14038	3	20	set	set	VERB
fcis-14038	3	21	—	—	PUNCT
fcis-14038	3	22	the	the	DET
fcis-14038	3	23	study	study	NOUN
fcis-14038	3	24	implemented	implement	VERB
fcis-14038	3	25	a	a	DET
fcis-14038	3	26	structured	structured	ADJ
fcis-14038	3	27	lstm	lstm	NOUN
fcis-14038	3	28	network	network	NOUN
fcis-14038	3	29	,	,	PUNCT
fcis-14038	3	30	achieving	achieve	VERB
fcis-14038	3	31	a	a	DET
fcis-14038	3	32	commendable	commendable	ADJ
fcis-14038	3	33	95	95	NUM
fcis-14038	3	34	%	%	NOUN
fcis-14038	3	35	accuracy	accuracy	NOUN
fcis-14038	3	36	rate	rate	NOUN
fcis-14038	3	37	consistently	consistently	ADV
fcis-14038	3	38	across	across	ADP
fcis-14038	3	39	all	all	DET
fcis-14038	3	40	actions	action	NOUN
fcis-14038	3	41	.	.	PUNCT
fcis-14038	4	1	the	the	DET
fcis-14038	4	2	findings	finding	NOUN
fcis-14038	4	3	underscore	underscore	VERB
fcis-14038	4	4	the	the	DET
fcis-14038	4	5	transformative	transformative	ADJ
fcis-14038	4	6	potential	potential	NOUN
fcis-14038	4	7	of	of	ADP
fcis-14038	4	8	deep	deep	ADJ
fcis-14038	4	9	learning	learning	NOUN
fcis-14038	4	10	,	,	PUNCT
fcis-14038	4	11	particularly	particularly	ADV
fcis-14038	4	12	the	the	DET
fcis-14038	4	13	lstm	lstm	NOUN
fcis-14038	4	14	network	network	NOUN
fcis-14038	4	15	,	,	PUNCT
fcis-14038	4	16	in	in	ADP
fcis-14038	4	17	sports	sport	NOUN
fcis-14038	4	18	analytics	analytic	NOUN
fcis-14038	4	19	,	,	PUNCT
fcis-14038	4	20	suggesting	suggest	VERB
fcis-14038	4	21	a	a	DET
fcis-14038	4	22	paradigm	paradigm	NOUN
fcis-14038	4	23	shift	shift	NOUN
fcis-14038	4	24	in	in	ADP
fcis-14038	4	25	understanding	understanding	NOUN
fcis-14038	4	26	and	and	CCONJ
fcis-14038	4	27	analyzing	analyze	VERB
fcis-14038	4	28	sports	sport	NOUN
fcis-14038	4	29	actions	action	NOUN
fcis-14038	4	30	.	.	PUNCT
fcis-14038	5	1	the	the	DET
fcis-14038	5	2	research	research	NOUN
fcis-14038	5	3	serves	serve	VERB
fcis-14038	5	4	as	as	ADP
fcis-14038	5	5	a	a	DET
fcis-14038	5	6	foundation	foundation	NOUN
fcis-14038	5	7	for	for	ADP
fcis-14038	5	8	future	future	ADJ
fcis-14038	5	9	studies	study	NOUN
fcis-14038	5	10	,	,	PUNCT
fcis-14038	5	11	offering	offer	VERB
fcis-14038	5	12	insights	insight	NOUN
fcis-14038	5	13	into	into	ADP
fcis-14038	5	14	the	the	DET
fcis-14038	5	15	blend	blend	NOUN
fcis-14038	5	16	of	of	ADP
fcis-14038	5	17	artificial	artificial	ADJ
fcis-14038	5	18	intelligence	intelligence	NOUN
fcis-14038	5	19	in	in	ADP
fcis-14038	5	20	sports	sport	NOUN
fcis-14038	5	21	,	,	PUNCT
fcis-14038	5	22	with	with	ADP
fcis-14038	5	23	applications	application	NOUN
fcis-14038	5	24	extending	extend	VERB
fcis-14038	5	25	to	to	ADP
fcis-14038	5	26	coaching	coach	VERB
fcis-14038	5	27	support	support	NOUN
fcis-14038	5	28	and	and	CCONJ
fcis-14038	5	29	enhanced	enhance	VERB
fcis-14038	5	30	sports	sport	NOUN
fcis-14038	5	31	broadcasts	broadcast	NOUN
fcis-14038	5	32	.	.	PUNCT
fcis-14038	6	1	keywords	keyword	NOUN
fcis-14038	6	2	:	:	PUNCT
fcis-14038	6	3	volleyball	volleyball	NOUN
fcis-14038	6	4	action	action	NOUN
fcis-14038	6	5	recognition	recognition	NOUN
fcis-14038	6	6	;	;	PUNCT
fcis-14038	6	7	skeleton	skeleton	NOUN
fcis-14038	6	8	data	datum	NOUN
fcis-14038	6	9	;	;	PUNCT
fcis-14038	6	10	long	long	ADJ
fcis-14038	6	11	short	short	ADJ
fcis-14038	6	12	-	-	PUNCT
fcis-14038	6	13	term	term	NOUN
fcis-14038	6	14	memory	memory	NOUN
fcis-14038	6	15	(	(	PUNCT
fcis-14038	6	16	lstm	lstm	NOUN
fcis-14038	6	17	)	)	PUNCT
fcis-14038	6	18	.	.	PUNCT
fcis-14038	7	1	1	1	X
fcis-14038	7	2	.	.	X
fcis-14038	7	3	introduction	introduction	NOUN
fcis-14038	7	4	volleyball	volleyball	NOUN
fcis-14038	7	5	,	,	PUNCT
fcis-14038	7	6	with	with	ADP
fcis-14038	7	7	its	its	PRON
fcis-14038	7	8	intricate	intricate	ADJ
fcis-14038	7	9	plays	play	NOUN
fcis-14038	7	10	and	and	CCONJ
fcis-14038	7	11	swift	swift	ADJ
fcis-14038	7	12	movements	movement	NOUN
fcis-14038	7	13	,	,	PUNCT
fcis-14038	7	14	stands	stand	VERB
fcis-14038	7	15	as	as	ADP
fcis-14038	7	16	one	one	NUM
fcis-14038	7	17	of	of	ADP
fcis-14038	7	18	the	the	DET
fcis-14038	7	19	most	most	ADV
fcis-14038	7	20	dynamic	dynamic	ADJ
fcis-14038	7	21	sports	sport	NOUN
fcis-14038	7	22	that	that	PRON
fcis-14038	7	23	has	have	AUX
fcis-14038	7	24	garnered	garner	VERB
fcis-14038	7	25	immense	immense	ADJ
fcis-14038	7	26	global	global	ADJ
fcis-14038	7	27	popularity	popularity	NOUN
fcis-14038	7	28	.	.	PUNCT
fcis-14038	8	1	this	this	DET
fcis-14038	8	2	sport	sport	NOUN
fcis-14038	8	3	,	,	PUNCT
fcis-14038	8	4	deeply	deeply	ADV
fcis-14038	8	5	embedded	embed	VERB
fcis-14038	8	6	in	in	ADP
fcis-14038	8	7	the	the	DET
fcis-14038	8	8	culture	culture	NOUN
fcis-14038	8	9	of	of	ADP
fcis-14038	8	10	many	many	ADJ
fcis-14038	8	11	nations	nation	NOUN
fcis-14038	8	12	,	,	PUNCT
fcis-14038	8	13	requires	require	VERB
fcis-14038	8	14	a	a	DET
fcis-14038	8	15	precise	precise	ADJ
fcis-14038	8	16	blend	blend	NOUN
fcis-14038	8	17	of	of	ADP
fcis-14038	8	18	athleticism	athleticism	NOUN
fcis-14038	8	19	,	,	PUNCT
fcis-14038	8	20	teamwork	teamwork	NOUN
fcis-14038	8	21	,	,	PUNCT
fcis-14038	8	22	and	and	CCONJ
fcis-14038	8	23	strategy	strategy	NOUN
fcis-14038	8	24	[	[	X
fcis-14038	8	25	1	1	NUM
fcis-14038	8	26	]	]	PUNCT
fcis-14038	8	27	.	.	PUNCT
fcis-14038	9	1	as	as	ADP
fcis-14038	9	2	such	such	ADJ
fcis-14038	9	3	,	,	PUNCT
fcis-14038	9	4	the	the	DET
fcis-14038	9	5	ability	ability	NOUN
fcis-14038	9	6	to	to	PART
fcis-14038	9	7	dissect	dissect	VERB
fcis-14038	9	8	and	and	CCONJ
fcis-14038	9	9	understand	understand	VERB
fcis-14038	9	10	each	each	DET
fcis-14038	9	11	nuanced	nuanced	ADJ
fcis-14038	9	12	action	action	NOUN
fcis-14038	9	13	on	on	ADP
fcis-14038	9	14	the	the	DET
fcis-14038	9	15	court	court	NOUN
fcis-14038	9	16	is	be	AUX
fcis-14038	9	17	not	not	PART
fcis-14038	9	18	just	just	ADV
fcis-14038	9	19	a	a	DET
fcis-14038	9	20	matter	matter	NOUN
fcis-14038	9	21	of	of	ADP
fcis-14038	9	22	intellectual	intellectual	ADJ
fcis-14038	9	23	curiosity	curiosity	NOUN
fcis-14038	9	24	but	but	CCONJ
fcis-14038	9	25	has	have	VERB
fcis-14038	9	26	profound	profound	ADJ
fcis-14038	9	27	implications	implication	NOUN
fcis-14038	9	28	for	for	ADP
fcis-14038	9	29	the	the	DET
fcis-14038	9	30	evolution	evolution	NOUN
fcis-14038	9	31	of	of	ADP
fcis-14038	9	32	the	the	DET
fcis-14038	9	33	game	game	NOUN
fcis-14038	9	34	itself	itself	PRON
fcis-14038	9	35	.	.	PUNCT
fcis-14038	10	1	players	player	NOUN
fcis-14038	10	2	and	and	CCONJ
fcis-14038	10	3	coaches	coach	NOUN
fcis-14038	10	4	seek	seek	VERB
fcis-14038	10	5	to	to	PART
fcis-14038	10	6	refine	refine	VERB
fcis-14038	10	7	techniques	technique	NOUN
fcis-14038	10	8	,	,	PUNCT
fcis-14038	10	9	improve	improve	VERB
fcis-14038	10	10	strategies	strategy	NOUN
fcis-14038	10	11	,	,	PUNCT
fcis-14038	10	12	and	and	CCONJ
fcis-14038	10	13	analyze	analyze	VERB
fcis-14038	10	14	opponents	opponent	NOUN
fcis-14038	10	15	.	.	PUNCT
fcis-14038	11	1	meanwhile	meanwhile	ADV
fcis-14038	11	2	,	,	PUNCT
fcis-14038	11	3	enthusiasts	enthusiast	NOUN
fcis-14038	11	4	and	and	CCONJ
fcis-14038	11	5	analysts	analyst	NOUN
fcis-14038	11	6	crave	crave	VERB
fcis-14038	11	7	a	a	DET
fcis-14038	11	8	deeper	deep	ADJ
fcis-14038	11	9	understanding	understanding	NOUN
fcis-14038	11	10	of	of	ADP
fcis-14038	11	11	each	each	DET
fcis-14038	11	12	play	play	NOUN
fcis-14038	11	13	,	,	PUNCT
fcis-14038	11	14	seeking	seek	VERB
fcis-14038	11	15	insights	insight	NOUN
fcis-14038	11	16	that	that	PRON
fcis-14038	11	17	can	can	AUX
fcis-14038	11	18	be	be	AUX
fcis-14038	11	19	gleaned	glean	VERB
fcis-14038	11	20	from	from	ADP
fcis-14038	11	21	the	the	DET
fcis-14038	11	22	flurry	flurry	NOUN
fcis-14038	11	23	of	of	ADP
fcis-14038	11	24	actions	action	NOUN
fcis-14038	11	25	that	that	PRON
fcis-14038	11	26	unfold	unfold	VERB
fcis-14038	11	27	during	during	ADP
fcis-14038	11	28	a	a	DET
fcis-14038	11	29	match	match	NOUN
fcis-14038	11	30	.	.	PUNCT
fcis-14038	12	1	traditional	traditional	ADJ
fcis-14038	12	2	methods	method	NOUN
fcis-14038	12	3	of	of	ADP
fcis-14038	12	4	video	video	NOUN
fcis-14038	12	5	analysis	analysis	NOUN
fcis-14038	12	6	have	have	AUX
fcis-14038	12	7	served	serve	VERB
fcis-14038	12	8	the	the	DET
fcis-14038	12	9	community	community	NOUN
fcis-14038	12	10	for	for	ADP
fcis-14038	12	11	years	year	NOUN
fcis-14038	12	12	.	.	PUNCT
fcis-14038	13	1	analysts	analyst	NOUN
fcis-14038	13	2	would	would	AUX
fcis-14038	13	3	pore	pore	VERB
fcis-14038	13	4	over	over	ADP
fcis-14038	13	5	hours	hour	NOUN
fcis-14038	13	6	of	of	ADP
fcis-14038	13	7	footage	footage	NOUN
fcis-14038	13	8	,	,	PUNCT
fcis-14038	13	9	using	use	VERB
fcis-14038	13	10	keen	keen	ADJ
fcis-14038	13	11	eyes	eye	NOUN
fcis-14038	13	12	and	and	CCONJ
fcis-14038	13	13	intuition	intuition	NOUN
fcis-14038	13	14	to	to	PART
fcis-14038	13	15	decipher	decipher	VERB
fcis-14038	13	16	the	the	DET
fcis-14038	13	17	strategies	strategy	NOUN
fcis-14038	13	18	and	and	CCONJ
fcis-14038	13	19	movements	movement	NOUN
fcis-14038	13	20	.	.	PUNCT
fcis-14038	14	1	however	however	ADV
fcis-14038	14	2	,	,	PUNCT
fcis-14038	14	3	these	these	DET
fcis-14038	14	4	methods	method	NOUN
fcis-14038	14	5	,	,	PUNCT
fcis-14038	14	6	though	though	SCONJ
fcis-14038	14	7	rich	rich	ADJ
fcis-14038	14	8	in	in	ADP
fcis-14038	14	9	context	context	NOUN
fcis-14038	14	10	,	,	PUNCT
fcis-14038	14	11	are	be	AUX
fcis-14038	14	12	often	often	ADV
fcis-14038	14	13	limited	limit	VERB
fcis-14038	14	14	by	by	ADP
fcis-14038	14	15	several	several	ADJ
fcis-14038	14	16	constraints	constraint	NOUN
fcis-14038	14	17	.	.	PUNCT
fcis-14038	15	1	the	the	DET
fcis-14038	15	2	variable	variable	ADJ
fcis-14038	15	3	conditions	condition	NOUN
fcis-14038	15	4	under	under	ADP
fcis-14038	15	5	which	which	PRON
fcis-14038	15	6	matches	match	NOUN
fcis-14038	15	7	are	be	AUX
fcis-14038	15	8	played	play	VERB
fcis-14038	15	9	—	—	PUNCT
fcis-14038	15	10	differing	differ	VERB
fcis-14038	15	11	lighting	lighting	NOUN
fcis-14038	15	12	,	,	PUNCT
fcis-14038	15	13	the	the	DET
fcis-14038	15	14	multiplicity	multiplicity	NOUN
fcis-14038	15	15	of	of	ADP
fcis-14038	15	16	player	player	NOUN
fcis-14038	15	17	attires	attire	NOUN
fcis-14038	15	18	,	,	PUNCT
fcis-14038	15	19	and	and	CCONJ
fcis-14038	15	20	the	the	DET
fcis-14038	15	21	ever	ever	ADV
fcis-14038	15	22	-	-	PUNCT
fcis-14038	15	23	changing	change	VERB
fcis-14038	15	24	dynamism	dynamism	NOUN
fcis-14038	15	25	of	of	ADP
fcis-14038	15	26	the	the	DET
fcis-14038	15	27	background	background	NOUN
fcis-14038	15	28	—	—	PUNCT
fcis-14038	15	29	can	can	AUX
fcis-14038	15	30	often	often	ADV
fcis-14038	15	31	obscure	obscure	VERB
fcis-14038	15	32	critical	critical	ADJ
fcis-14038	15	33	details	detail	NOUN
fcis-14038	15	34	.	.	PUNCT
fcis-14038	16	1	moreover	moreover	ADV
fcis-14038	16	2	,	,	PUNCT
fcis-14038	16	3	the	the	DET
fcis-14038	16	4	sheer	sheer	ADJ
fcis-14038	16	5	volume	volume	NOUN
fcis-14038	16	6	of	of	ADP
fcis-14038	16	7	data	datum	NOUN
fcis-14038	16	8	contained	contain	VERB
fcis-14038	16	9	in	in	ADP
fcis-14038	16	10	video	video	NOUN
fcis-14038	16	11	footage	footage	NOUN
fcis-14038	16	12	makes	make	VERB
fcis-14038	16	13	it	it	PRON
fcis-14038	16	14	a	a	DET
fcis-14038	16	15	daunting	daunting	ADJ
fcis-14038	16	16	task	task	NOUN
fcis-14038	16	17	to	to	PART
fcis-14038	16	18	extract	extract	VERB
fcis-14038	16	19	actionable	actionable	ADJ
fcis-14038	16	20	insights	insight	NOUN
fcis-14038	16	21	in	in	ADP
fcis-14038	16	22	real	real	ADJ
fcis-14038	16	23	-	-	PUNCT
fcis-14038	16	24	time	time	NOUN
fcis-14038	16	25	[	[	X
fcis-14038	16	26	2	2	NUM
fcis-14038	16	27	]	]	PUNCT
fcis-14038	16	28	.	.	PUNCT
fcis-14038	17	1	this	this	PRON
fcis-14038	17	2	is	be	AUX
fcis-14038	17	3	where	where	SCONJ
fcis-14038	17	4	the	the	DET
fcis-14038	17	5	promise	promise	NOUN
fcis-14038	17	6	of	of	ADP
fcis-14038	17	7	skeleton	skeleton	NOUN
fcis-14038	17	8	data	datum	NOUN
fcis-14038	17	9	shines	shine	VERB
fcis-14038	17	10	brightly	brightly	ADV
fcis-14038	17	11	.	.	PUNCT
fcis-14038	18	1	by	by	ADP
fcis-14038	18	2	representing	represent	VERB
fcis-14038	18	3	a	a	DET
fcis-14038	18	4	player	player	NOUN
fcis-14038	18	5	's	's	PART
fcis-14038	18	6	movement	movement	NOUN
fcis-14038	18	7	through	through	ADP
fcis-14038	18	8	a	a	DET
fcis-14038	18	9	network	network	NOUN
fcis-14038	18	10	of	of	ADP
fcis-14038	18	11	interconnected	interconnected	ADJ
fcis-14038	18	12	joints	joint	NOUN
fcis-14038	18	13	and	and	CCONJ
fcis-14038	18	14	their	their	PRON
fcis-14038	18	15	evolving	evolve	VERB
fcis-14038	18	16	spatial	spatial	ADJ
fcis-14038	18	17	relationships	relationship	NOUN
fcis-14038	18	18	,	,	PUNCT
fcis-14038	18	19	the	the	DET
fcis-14038	18	20	complexity	complexity	NOUN
fcis-14038	18	21	of	of	ADP
fcis-14038	18	22	the	the	DET
fcis-14038	18	23	visual	visual	ADJ
fcis-14038	18	24	scene	scene	NOUN
fcis-14038	18	25	is	be	AUX
fcis-14038	18	26	distilled	distil	VERB
fcis-14038	18	27	into	into	ADP
fcis-14038	18	28	a	a	DET
fcis-14038	18	29	more	more	ADV
fcis-14038	18	30	tractable	tractable	ADJ
fcis-14038	18	31	form	form	NOUN
fcis-14038	18	32	.	.	PUNCT
fcis-14038	19	1	no	no	ADV
fcis-14038	19	2	longer	long	ADV
fcis-14038	19	3	does	do	AUX
fcis-14038	19	4	one	one	NUM
fcis-14038	19	5	need	need	VERB
fcis-14038	19	6	to	to	PART
fcis-14038	19	7	contend	contend	VERB
fcis-14038	19	8	with	with	ADP
fcis-14038	19	9	the	the	DET
fcis-14038	19	10	vagaries	vagary	NOUN
fcis-14038	19	11	of	of	ADP
fcis-14038	19	12	lighting	lighting	NOUN
fcis-14038	19	13	or	or	CCONJ
fcis-14038	19	14	the	the	DET
fcis-14038	19	15	color	color	NOUN
fcis-14038	19	16	of	of	ADP
fcis-14038	19	17	a	a	DET
fcis-14038	19	18	player	player	NOUN
fcis-14038	19	19	's	's	PART
fcis-14038	19	20	jersey	jersey	NOUN
fcis-14038	19	21	.	.	PUNCT
fcis-14038	20	1	instead	instead	ADV
fcis-14038	20	2	,	,	PUNCT
fcis-14038	20	3	the	the	DET
fcis-14038	20	4	focus	focus	NOUN
fcis-14038	20	5	narrows	narrow	VERB
fcis-14038	20	6	down	down	ADP
fcis-14038	20	7	to	to	ADP
fcis-14038	20	8	the	the	DET
fcis-14038	20	9	essence	essence	NOUN
fcis-14038	20	10	of	of	ADP
fcis-14038	20	11	motion	motion	NOUN
fcis-14038	20	12	itself	itself	PRON
fcis-14038	20	13	,	,	PUNCT
fcis-14038	20	14	captured	capture	VERB
fcis-14038	20	15	as	as	ADP
fcis-14038	20	16	a	a	DET
fcis-14038	20	17	dance	dance	NOUN
fcis-14038	20	18	of	of	ADP
fcis-14038	20	19	skeletal	skeletal	ADJ
fcis-14038	20	20	points	point	NOUN
fcis-14038	20	21	in	in	ADP
fcis-14038	20	22	space	space	NOUN
fcis-14038	20	23	.	.	PUNCT
fcis-14038	21	1	this	this	DET
fcis-14038	21	2	transformative	transformative	ADJ
fcis-14038	21	3	approach	approach	NOUN
fcis-14038	21	4	not	not	PART
fcis-14038	21	5	only	only	ADV
fcis-14038	21	6	enhances	enhance	VERB
fcis-14038	21	7	computational	computational	ADJ
fcis-14038	21	8	efficiency	efficiency	NOUN
fcis-14038	21	9	but	but	CCONJ
fcis-14038	21	10	also	also	ADV
fcis-14038	21	11	augments	augment	VERB
fcis-14038	21	12	precision	precision	NOUN
fcis-14038	21	13	,	,	PUNCT
fcis-14038	21	14	enabling	enable	VERB
fcis-14038	21	15	a	a	DET
fcis-14038	21	16	level	level	NOUN
fcis-14038	21	17	of	of	ADP
fcis-14038	21	18	granularity	granularity	NOUN
fcis-14038	21	19	in	in	ADP
fcis-14038	21	20	analysis	analysis	NOUN
fcis-14038	21	21	previously	previously	ADV
fcis-14038	21	22	deemed	deem	VERB
fcis-14038	21	23	challenging	challenge	VERB
fcis-14038	21	24	[	[	X
fcis-14038	21	25	3	3	NUM
fcis-14038	21	26	]	]	PUNCT
fcis-14038	21	27	.	.	PUNCT
fcis-14038	22	1	in	in	ADP
fcis-14038	22	2	this	this	DET
fcis-14038	22	3	research	research	NOUN
fcis-14038	22	4	,	,	PUNCT
fcis-14038	22	5	we	we	PRON
fcis-14038	22	6	embark	embark	VERB
fcis-14038	22	7	on	on	ADP
fcis-14038	22	8	a	a	DET
fcis-14038	22	9	journey	journey	NOUN
fcis-14038	22	10	through	through	ADP
fcis-14038	22	11	the	the	DET
fcis-14038	22	12	world	world	NOUN
fcis-14038	22	13	of	of	ADP
fcis-14038	22	14	volleyball	volleyball	NOUN
fcis-14038	22	15	action	action	NOUN
fcis-14038	22	16	recognition	recognition	NOUN
fcis-14038	22	17	,	,	PUNCT
fcis-14038	22	18	armed	arm	VERB
fcis-14038	22	19	with	with	ADP
fcis-14038	22	20	the	the	DET
fcis-14038	22	21	power	power	NOUN
fcis-14038	22	22	and	and	CCONJ
fcis-14038	22	23	precision	precision	NOUN
fcis-14038	22	24	of	of	ADP
fcis-14038	22	25	skeleton	skeleton	NOUN
fcis-14038	22	26	data	datum	NOUN
fcis-14038	22	27	.	.	PUNCT
fcis-14038	23	1	our	our	PRON
fcis-14038	23	2	exploration	exploration	NOUN
fcis-14038	23	3	is	be	AUX
fcis-14038	23	4	twofold	twofold	NOUN
fcis-14038	23	5	:	:	PUNCT
fcis-14038	23	6	to	to	PART
fcis-14038	23	7	unravel	unravel	VERB
fcis-14038	23	8	the	the	DET
fcis-14038	23	9	intricacies	intricacy	NOUN
fcis-14038	23	10	of	of	ADP
fcis-14038	23	11	volleyball	volleyball	NOUN
fcis-14038	23	12	actions	action	NOUN
fcis-14038	23	13	and	and	CCONJ
fcis-14038	23	14	to	to	ADP
fcis-14038	23	15	harness	harness	ADJ
fcis-14038	23	16	modern	modern	ADJ
fcis-14038	23	17	computational	computational	ADJ
fcis-14038	23	18	techniques	technique	NOUN
fcis-14038	23	19	that	that	PRON
fcis-14038	23	20	can	can	AUX
fcis-14038	23	21	recognize	recognize	VERB
fcis-14038	23	22	these	these	DET
fcis-14038	23	23	actions	action	NOUN
fcis-14038	23	24	reliably	reliably	ADV
fcis-14038	23	25	.	.	PUNCT
fcis-14038	24	1	by	by	ADP
fcis-14038	24	2	doing	do	VERB
fcis-14038	24	3	so	so	ADV
fcis-14038	24	4	,	,	PUNCT
fcis-14038	24	5	we	we	PRON
fcis-14038	24	6	aim	aim	VERB
fcis-14038	24	7	to	to	PART
fcis-14038	24	8	elevate	elevate	VERB
fcis-14038	24	9	the	the	DET
fcis-14038	24	10	domain	domain	NOUN
fcis-14038	24	11	of	of	ADP
fcis-14038	24	12	sports	sport	NOUN
fcis-14038	24	13	analytics	analytic	NOUN
fcis-14038	24	14	,	,	PUNCT
fcis-14038	24	15	offering	offer	VERB
fcis-14038	24	16	tools	tool	NOUN
fcis-14038	24	17	and	and	CCONJ
fcis-14038	24	18	insights	insight	NOUN
fcis-14038	24	19	that	that	PRON
fcis-14038	24	20	can	can	AUX
fcis-14038	24	21	revolutionize	revolutionize	VERB
fcis-14038	24	22	training	training	NOUN
fcis-14038	24	23	regimens	regimen	NOUN
fcis-14038	24	24	,	,	PUNCT
fcis-14038	24	25	game	game	NOUN
fcis-14038	24	26	strategies	strategy	NOUN
fcis-14038	24	27	,	,	PUNCT
fcis-14038	24	28	and	and	CCONJ
fcis-14038	24	29	even	even	ADV
fcis-14038	24	30	the	the	DET
fcis-14038	24	31	spectator	spectator	NOUN
fcis-14038	24	32	experience	experience	NOUN
fcis-14038	24	33	.	.	PUNCT
fcis-14038	25	1	2	2	X
fcis-14038	25	2	.	.	X
fcis-14038	25	3	theoretical	theoretical	ADJ
fcis-14038	25	4	background	background	NOUN
fcis-14038	25	5	2.1	2.1	NUM
fcis-14038	25	6	.	.	PUNCT
fcis-14038	26	1	skeleton	skeleton	NOUN
fcis-14038	26	2	data	datum	NOUN
fcis-14038	26	3	in	in	ADP
fcis-14038	26	4	motion	motion	NOUN
fcis-14038	26	5	analysis	analysis	NOUN
fcis-14038	26	6	skeleton	skeleton	NOUN
fcis-14038	26	7	data	datum	NOUN
fcis-14038	26	8	fundamentally	fundamentally	ADV
fcis-14038	26	9	captures	capture	VERB
fcis-14038	26	10	the	the	DET
fcis-14038	26	11	human	human	ADJ
fcis-14038	26	12	form	form	NOUN
fcis-14038	26	13	through	through	ADP
fcis-14038	26	14	the	the	DET
fcis-14038	26	15	representation	representation	NOUN
fcis-14038	26	16	of	of	ADP
fcis-14038	26	17	joints	joint	NOUN
fcis-14038	26	18	and	and	CCONJ
fcis-14038	26	19	their	their	PRON
fcis-14038	26	20	spatial	spatial	ADJ
fcis-14038	26	21	relationships	relationship	NOUN
fcis-14038	26	22	[	[	X
fcis-14038	26	23	4	4	NUM
fcis-14038	26	24	]	]	PUNCT
fcis-14038	26	25	.	.	PUNCT
fcis-14038	27	1	such	such	DET
fcis-14038	27	2	a	a	DET
fcis-14038	27	3	representation	representation	NOUN
fcis-14038	27	4	aids	aid	NOUN
fcis-14038	27	5	in	in	ADP
fcis-14038	27	6	distilling	distil	VERB
fcis-14038	27	7	complex	complex	ADJ
fcis-14038	27	8	human	human	ADJ
fcis-14038	27	9	actions	action	NOUN
fcis-14038	27	10	into	into	ADP
fcis-14038	27	11	a	a	DET
fcis-14038	27	12	network	network	NOUN
fcis-14038	27	13	of	of	ADP
fcis-14038	27	14	interconnected	interconnected	ADJ
fcis-14038	27	15	points	point	NOUN
fcis-14038	27	16	,	,	PUNCT
fcis-14038	27	17	facilitating	facilitate	VERB
fcis-14038	27	18	computational	computational	ADJ
fcis-14038	27	19	tasks	task	NOUN
fcis-14038	27	20	.	.	PUNCT
fcis-14038	28	1	modern	modern	ADJ
fcis-14038	28	2	technologies	technology	NOUN
fcis-14038	28	3	,	,	PUNCT
fcis-14038	28	4	especially	especially	ADV
fcis-14038	28	5	depth	depth	NOUN
fcis-14038	28	6	cameras	camera	NOUN
fcis-14038	28	7	and	and	CCONJ
fcis-14038	28	8	motion	motion	NOUN
fcis-14038	28	9	capture	capture	NOUN
fcis-14038	28	10	systems	system	NOUN
fcis-14038	28	11	like	like	ADP
fcis-14038	28	12	the	the	DET
fcis-14038	28	13	kinect	kinect	NOUN
fcis-14038	28	14	from	from	ADP
fcis-14038	28	15	microsoft	microsoft	PROPN
fcis-14038	28	16	,	,	PUNCT
fcis-14038	28	17	have	have	AUX
fcis-14038	28	18	ushered	usher	VERB
fcis-14038	28	19	in	in	ADP
fcis-14038	28	20	an	an	DET
fcis-14038	28	21	era	era	NOUN
fcis-14038	28	22	where	where	SCONJ
fcis-14038	28	23	obtaining	obtain	VERB
fcis-14038	28	24	skeleton	skeleton	NOUN
fcis-14038	28	25	data	datum	NOUN
fcis-14038	28	26	has	have	AUX
fcis-14038	28	27	become	become	VERB
fcis-14038	28	28	both	both	PRON
fcis-14038	28	29	feasible	feasible	ADJ
fcis-14038	28	30	and	and	CCONJ
fcis-14038	28	31	precise	precise	ADJ
fcis-14038	28	32	.	.	PUNCT
fcis-14038	29	1	these	these	DET
fcis-14038	29	2	advanced	advanced	ADJ
fcis-14038	29	3	systems	system	NOUN
fcis-14038	29	4	excel	excel	VERB
fcis-14038	29	5	at	at	ADP
fcis-14038	29	6	identifying	identify	VERB
fcis-14038	29	7	and	and	CCONJ
fcis-14038	29	8	mapping	map	VERB
fcis-14038	29	9	various	various	ADJ
fcis-14038	29	10	human	human	ADJ
fcis-14038	29	11	joints	joint	NOUN
fcis-14038	29	12	,	,	PUNCT
fcis-14038	29	13	delivering	deliver	VERB
fcis-14038	29	14	the	the	DET
fcis-14038	29	15	3d	3d	NUM
fcis-14038	29	16	coordinates	coordinate	NOUN
fcis-14038	29	17	of	of	ADP
fcis-14038	29	18	these	these	DET
fcis-14038	29	19	pivotal	pivotal	ADJ
fcis-14038	29	20	points	point	NOUN
fcis-14038	29	21	in	in	ADP
fcis-14038	29	22	real	real	ADJ
fcis-14038	29	23	-	-	PUNCT
fcis-14038	29	24	time	time	NOUN
fcis-14038	29	25	[	[	X
fcis-14038	29	26	5	5	NUM
fcis-14038	29	27	]	]	PUNCT
fcis-14038	29	28	.	.	PUNCT
fcis-14038	30	1	one	one	NUM
fcis-14038	30	2	of	of	ADP
fcis-14038	30	3	the	the	DET
fcis-14038	30	4	paramount	paramount	ADJ
fcis-14038	30	5	reasons	reason	NOUN
fcis-14038	30	6	for	for	ADP
fcis-14038	30	7	gravitating	gravitate	VERB
fcis-14038	30	8	towards	towards	ADP
fcis-14038	30	9	skeleton	skeleton	NOUN
fcis-14038	30	10	data	datum	NOUN
fcis-14038	30	11	,	,	PUNCT
fcis-14038	30	12	in	in	ADP
fcis-14038	30	13	contrast	contrast	NOUN
fcis-14038	30	14	to	to	ADP
fcis-14038	30	15	conventional	conventional	ADJ
fcis-14038	30	16	video	video	NOUN
fcis-14038	30	17	footage	footage	NOUN
fcis-14038	30	18	,	,	PUNCT
fcis-14038	30	19	is	be	AUX
fcis-14038	30	20	the	the	DET
fcis-14038	30	21	substantial	substantial	ADJ
fcis-14038	30	22	reduction	reduction	NOUN
fcis-14038	30	23	in	in	ADP
fcis-14038	30	24	data	datum	NOUN
fcis-14038	30	25	complexity	complexity	NOUN
fcis-14038	30	26	.	.	PUNCT
fcis-14038	31	1	by	by	ADP
fcis-14038	31	2	centering	center	VERB
fcis-14038	31	3	the	the	DET
fcis-14038	31	4	analysis	analysis	NOUN
fcis-14038	31	5	on	on	ADP
fcis-14038	31	6	joint	joint	ADJ
fcis-14038	31	7	movements	movement	NOUN
fcis-14038	31	8	,	,	PUNCT
fcis-14038	31	9	many	many	ADJ
fcis-14038	31	10	complications	complication	NOUN
fcis-14038	31	11	,	,	PUNCT
fcis-14038	31	12	such	such	ADJ
fcis-14038	31	13	as	as	ADP
fcis-14038	31	14	variable	variable	ADJ
fcis-14038	31	15	environmental	environmental	ADJ
fcis-14038	31	16	lighting	lighting	NOUN
fcis-14038	31	17	,	,	PUNCT
fcis-14038	31	18	differences	difference	NOUN
fcis-14038	31	19	in	in	ADP
fcis-14038	31	20	attire	attire	NOUN
fcis-14038	31	21	,	,	PUNCT
fcis-14038	31	22	and	and	CCONJ
fcis-14038	31	23	dynamic	dynamic	ADJ
fcis-14038	31	24	backgrounds	background	NOUN
fcis-14038	31	25	often	often	ADV
fcis-14038	31	26	encountered	encounter	VERB
fcis-14038	31	27	in	in	ADP
fcis-14038	31	28	video	video	NOUN
fcis-14038	31	29	data	datum	NOUN
fcis-14038	31	30	,	,	PUNCT
fcis-14038	31	31	can	can	AUX
fcis-14038	31	32	be	be	AUX
fcis-14038	31	33	circumvented	circumvent	VERB
fcis-14038	31	34	[	[	PUNCT
fcis-14038	31	35	6	6	NUM
fcis-14038	31	36	]	]	PUNCT
fcis-14038	31	37	.	.	PUNCT
fcis-14038	32	1	2.2	2.2	NUM
fcis-14038	32	2	.	.	PUNCT
fcis-14038	32	3	action	action	NOUN
fcis-14038	32	4	recognition	recognition	NOUN
fcis-14038	32	5	and	and	CCONJ
fcis-14038	32	6	classification	classification	NOUN
fcis-14038	32	7	at	at	ADP
fcis-14038	32	8	its	its	PRON
fcis-14038	32	9	essence	essence	NOUN
fcis-14038	32	10	,	,	PUNCT
fcis-14038	32	11	action	action	NOUN
fcis-14038	32	12	recognition	recognition	NOUN
fcis-14038	32	13	is	be	AUX
fcis-14038	32	14	centered	center	VERB
fcis-14038	32	15	on	on	ADP
fcis-14038	32	16	the	the	DET
fcis-14038	32	17	objective	objective	NOUN
fcis-14038	32	18	of	of	ADP
fcis-14038	32	19	discerning	discern	VERB
fcis-14038	32	20	specific	specific	ADJ
fcis-14038	32	21	human	human	ADJ
fcis-14038	32	22	movements	movement	NOUN
fcis-14038	32	23	or	or	CCONJ
fcis-14038	32	24	a	a	DET
fcis-14038	32	25	sequence	sequence	NOUN
fcis-14038	32	26	thereof	thereof	ADV
fcis-14038	32	27	from	from	ADP
fcis-14038	32	28	an	an	DET
fcis-14038	32	29	array	array	NOUN
fcis-14038	32	30	of	of	ADP
fcis-14038	32	31	data	datum	NOUN
fcis-14038	32	32	points	point	NOUN
fcis-14038	32	33	.	.	PUNCT
fcis-14038	33	1	when	when	SCONJ
fcis-14038	33	2	applied	apply	VERB
fcis-14038	33	3	to	to	ADP
fcis-14038	33	4	skeleton	skeleton	NOUN
fcis-14038	33	5	data	datum	NOUN
fcis-14038	33	6	,	,	PUNCT
fcis-14038	33	7	it	it	PRON
fcis-14038	33	8	translates	translate	VERB
fcis-14038	33	9	to	to	ADP
fcis-14038	33	10	identifying	identify	VERB
fcis-14038	33	11	salient	salient	NOUN
fcis-14038	33	12	patterns	pattern	NOUN
fcis-14038	33	13	in	in	ADP
fcis-14038	33	14	joint	joint	ADJ
fcis-14038	33	15	movements	movement	NOUN
fcis-14038	33	16	and	and	CCONJ
fcis-14038	33	17	the	the	DET
fcis-14038	33	18	inherent	inherent	ADJ
fcis-14038	33	19	relationships	relationship	NOUN
fcis-14038	33	20	among	among	ADP
fcis-14038	33	21	them	they	PRON
fcis-14038	33	22	.	.	PUNCT
fcis-14038	34	1	a	a	DET
fcis-14038	34	2	myriad	myriad	NOUN
fcis-14038	34	3	of	of	ADP
fcis-14038	34	4	techniques	technique	NOUN
fcis-14038	34	5	has	have	AUX
fcis-14038	34	6	been	be	AUX
fcis-14038	34	7	employed	employ	VERB
fcis-14038	34	8	in	in	ADP
fcis-14038	34	9	the	the	DET
fcis-14038	34	10	domain	domain	NOUN
fcis-14038	34	11	of	of	ADP
fcis-14038	34	12	action	action	NOUN
fcis-14038	34	13	recognition	recognition	NOUN
fcis-14038	34	14	,	,	PUNCT
fcis-14038	34	15	with	with	ADP
fcis-14038	34	16	machine	machine	NOUN
fcis-14038	34	17	learning	learning	NOUN
fcis-14038	34	18	,	,	PUNCT
fcis-14038	34	19	especially	especially	ADV
fcis-14038	34	20	deep	deep	ADJ
fcis-14038	34	21	learning	learning	NOUN
fcis-14038	34	22	paradigms	paradigm	VERB
fcis-14038	34	23	like	like	ADP
fcis-14038	34	24	convolutional	convolutional	ADJ
fcis-14038	34	25	neural	neural	ADJ
fcis-14038	34	26	networks	network	NOUN
fcis-14038	34	27	(	(	PUNCT
fcis-14038	34	28	cnns	cnns	PROPN
fcis-14038	34	29	)	)	PUNCT
fcis-14038	34	30	and	and	CCONJ
fcis-14038	34	31	recurrent	recurrent	ADJ
fcis-14038	34	32	neural	neural	ADJ
fcis-14038	34	33	networks	network	NOUN
fcis-14038	34	34	(	(	PUNCT
fcis-14038	34	35	rnns	rnns	PROPN
fcis-14038	34	36	)	)	PUNCT
fcis-14038	35	1	[	[	X
fcis-14038	35	2	7	7	X
fcis-14038	35	3	]	]	X
fcis-14038	35	4	[	[	X
fcis-14038	35	5	8	8	NUM
fcis-14038	35	6	]	]	PUNCT
fcis-14038	35	7	,	,	PUNCT
fcis-14038	35	8	showing	show	VERB
fcis-14038	35	9	significant	significant	ADJ
fcis-14038	35	10	efficacy	efficacy	NOUN
fcis-14038	35	11	.	.	PUNCT
fcis-14038	36	1	specifically	specifically	ADV
fcis-14038	36	2	,	,	PUNCT
fcis-14038	36	3	temporal	temporal	ADJ
fcis-14038	36	4	data	datum	NOUN
fcis-14038	36	5	,	,	PUNCT
fcis-14038	36	6	which	which	PRON
fcis-14038	36	7	records	record	VERB
fcis-14038	36	8	sequential	sequential	ADJ
fcis-14038	36	9	movements	movement	NOUN
fcis-14038	36	10	,	,	PUNCT
fcis-14038	36	11	often	often	ADV
fcis-14038	36	12	finds	find	VERB
fcis-14038	36	13	itself	itself	PRON
fcis-14038	36	14	being	be	AUX
fcis-14038	36	15	processed	process	VERB
fcis-14038	36	16	using	use	VERB
fcis-14038	36	17	tools	tool	NOUN
fcis-14038	36	18	like	like	ADP
fcis-14038	36	19	rnns	rnn	NOUN
fcis-14038	36	20	or	or	CCONJ
fcis-14038	36	21	their	their	PRON
fcis-14038	36	22	more	more	ADV
fcis-14038	36	23	advanced	advanced	ADJ
fcis-14038	36	24	variant	variant	NOUN
fcis-14038	36	25	,	,	PUNCT
fcis-14038	36	26	long	long	ADJ
fcis-14038	36	27	short	short	ADJ
fcis-14038	36	28	-	-	PUNCT
fcis-14038	36	29	term	term	NOUN
fcis-14038	36	30	memory	memory	NOUN
fcis-14038	36	31	networks	network	NOUN
fcis-14038	36	32	(	(	PUNCT
fcis-14038	36	33	lstms	lstms	ADJ
fcis-14038	36	34	)	)	PUNCT
fcis-14038	37	1	[	[	X
fcis-14038	37	2	9	9	X
fcis-14038	37	3	]	]	X
fcis-14038	37	4	[	[	X
fcis-14038	37	5	10	10	NUM
fcis-14038	37	6	]	]	PUNCT
fcis-14038	37	7	.	.	PUNCT
fcis-14038	38	1	their	their	PRON
fcis-14038	38	2	innate	innate	ADJ
fcis-14038	38	3	ability	ability	NOUN
fcis-14038	38	4	to	to	PART
fcis-14038	38	5	encapsulate	encapsulate	VERB
fcis-14038	38	6	and	and	CCONJ
fcis-14038	38	7	represent	represent	VERB
fcis-14038	38	8	sequential	sequential	ADJ
fcis-14038	38	9	dependencies	dependency	NOUN
fcis-14038	38	10	makes	make	VERB
fcis-14038	38	11	them	they	PRON
fcis-14038	38	12	particularly	particularly	ADV
fcis-14038	38	13	suited	suit	VERB
fcis-14038	38	14	for	for	ADP
fcis-14038	38	15	such	such	ADJ
fcis-14038	38	16	tasks	task	NOUN
fcis-14038	38	17	.	.	PUNCT
fcis-14038	39	1	144	144	NUM
fcis-14038	39	2	2.3	2.3	NUM
fcis-14038	39	3	.	.	PUNCT
fcis-14038	40	1	volleyball	volleyball	NOUN
fcis-14038	40	2	specifics	specific	NOUN
fcis-14038	40	3	volleyball	volleyball	NOUN
fcis-14038	40	4	,	,	PUNCT
fcis-14038	40	5	a	a	DET
fcis-14038	40	6	sport	sport	NOUN
fcis-14038	40	7	of	of	ADP
fcis-14038	40	8	strategic	strategic	ADJ
fcis-14038	40	9	maneuvers	maneuver	NOUN
fcis-14038	40	10	and	and	CCONJ
fcis-14038	40	11	rapid	rapid	ADJ
fcis-14038	40	12	responses	response	NOUN
fcis-14038	40	13	,	,	PUNCT
fcis-14038	40	14	is	be	AUX
fcis-14038	40	15	typified	typify	VERB
fcis-14038	40	16	by	by	ADP
fcis-14038	40	17	distinct	distinct	ADJ
fcis-14038	40	18	actions	action	NOUN
fcis-14038	40	19	,	,	PUNCT
fcis-14038	40	20	each	each	DET
fcis-14038	40	21	holding	hold	VERB
fcis-14038	40	22	intrinsic	intrinsic	ADJ
fcis-14038	40	23	value	value	NOUN
fcis-14038	40	24	in	in	ADP
fcis-14038	40	25	the	the	DET
fcis-14038	40	26	game	game	NOUN
fcis-14038	40	27	's	's	PART
fcis-14038	40	28	outcome	outcome	NOUN
fcis-14038	40	29	.	.	PUNCT
fcis-14038	41	1	these	these	DET
fcis-14038	41	2	actions	action	NOUN
fcis-14038	41	3	,	,	PUNCT
fcis-14038	41	4	namely	namely	ADV
fcis-14038	41	5	serves	serve	VERB
fcis-14038	41	6	,	,	PUNCT
fcis-14038	41	7	spikes	spike	NOUN
fcis-14038	41	8	,	,	PUNCT
fcis-14038	41	9	blocks	block	NOUN
fcis-14038	41	10	,	,	PUNCT
fcis-14038	41	11	sets	set	NOUN
fcis-14038	41	12	,	,	PUNCT
fcis-14038	41	13	and	and	CCONJ
fcis-14038	41	14	digs	dig	NOUN
fcis-14038	41	15	,	,	PUNCT
fcis-14038	41	16	each	each	DET
fcis-14038	41	17	present	present	ADJ
fcis-14038	41	18	unique	unique	ADJ
fcis-14038	41	19	movement	movement	NOUN
fcis-14038	41	20	signatures	signature	NOUN
fcis-14038	41	21	that	that	PRON
fcis-14038	41	22	can	can	AUX
fcis-14038	41	23	be	be	AUX
fcis-14038	41	24	effectively	effectively	ADV
fcis-14038	41	25	charted	chart	VERB
fcis-14038	41	26	using	use	VERB
fcis-14038	41	27	skeleton	skeleton	NOUN
fcis-14038	41	28	data	datum	NOUN
fcis-14038	41	29	.	.	PUNCT
fcis-14038	42	1	the	the	DET
fcis-14038	42	2	impetus	impetus	NOUN
fcis-14038	42	3	behind	behind	ADP
fcis-14038	42	4	studying	study	VERB
fcis-14038	42	5	and	and	CCONJ
fcis-14038	42	6	classifying	classify	VERB
fcis-14038	42	7	these	these	DET
fcis-14038	42	8	actions	action	NOUN
fcis-14038	42	9	is	be	AUX
fcis-14038	42	10	n't	not	PART
fcis-14038	42	11	merely	merely	ADV
fcis-14038	42	12	academic	academic	ADJ
fcis-14038	42	13	.	.	PUNCT
fcis-14038	43	1	by	by	ADP
fcis-14038	43	2	gaining	gain	VERB
fcis-14038	43	3	insights	insight	NOUN
fcis-14038	43	4	into	into	ADP
fcis-14038	43	5	these	these	DET
fcis-14038	43	6	movements	movement	NOUN
fcis-14038	43	7	,	,	PUNCT
fcis-14038	43	8	a	a	DET
fcis-14038	43	9	plethora	plethora	NOUN
fcis-14038	43	10	of	of	ADP
fcis-14038	43	11	practical	practical	ADJ
fcis-14038	43	12	applications	application	NOUN
fcis-14038	43	13	can	can	AUX
fcis-14038	43	14	be	be	AUX
fcis-14038	43	15	realized	realize	VERB
fcis-14038	43	16	.	.	PUNCT
fcis-14038	44	1	coaches	coach	NOUN
fcis-14038	44	2	can	can	AUX
fcis-14038	44	3	refine	refine	VERB
fcis-14038	44	4	their	their	PRON
fcis-14038	44	5	strategies	strategy	NOUN
fcis-14038	44	6	,	,	PUNCT
fcis-14038	44	7	players	player	NOUN
fcis-14038	44	8	can	can	AUX
fcis-14038	44	9	hone	hone	VERB
fcis-14038	44	10	their	their	PRON
fcis-14038	44	11	techniques	technique	NOUN
fcis-14038	44	12	,	,	PUNCT
fcis-14038	44	13	and	and	CCONJ
fcis-14038	44	14	analysts	analyst	NOUN
fcis-14038	44	15	can	can	AUX
fcis-14038	44	16	delve	delve	VERB
fcis-14038	44	17	deeper	deeply	ADV
fcis-14038	44	18	into	into	ADP
fcis-14038	44	19	game	game	NOUN
fcis-14038	44	20	dynamics	dynamic	NOUN
fcis-14038	44	21	.	.	PUNCT
fcis-14038	45	1	moreover	moreover	ADV
fcis-14038	45	2	,	,	PUNCT
fcis-14038	45	3	with	with	ADP
fcis-14038	45	4	the	the	DET
fcis-14038	45	5	advent	advent	NOUN
fcis-14038	45	6	of	of	ADP
fcis-14038	45	7	automated	automate	VERB
fcis-14038	45	8	action	action	NOUN
fcis-14038	45	9	recognition	recognition	NOUN
fcis-14038	45	10	,	,	PUNCT
fcis-14038	45	11	there	there	PRON
fcis-14038	45	12	's	be	VERB
fcis-14038	45	13	potential	potential	NOUN
fcis-14038	45	14	to	to	PART
fcis-14038	45	15	elevate	elevate	VERB
fcis-14038	45	16	the	the	DET
fcis-14038	45	17	viewing	view	VERB
fcis-14038	45	18	experience	experience	NOUN
fcis-14038	45	19	for	for	ADP
fcis-14038	45	20	audiences	audience	NOUN
fcis-14038	45	21	,	,	PUNCT
fcis-14038	45	22	providing	provide	VERB
fcis-14038	45	23	them	they	PRON
fcis-14038	45	24	with	with	ADP
fcis-14038	45	25	real	real	ADJ
fcis-14038	45	26	-	-	PUNCT
fcis-14038	45	27	time	time	NOUN
fcis-14038	45	28	,	,	PUNCT
fcis-14038	45	29	insightful	insightful	ADJ
fcis-14038	45	30	statistics	statistic	NOUN
fcis-14038	45	31	.	.	PUNCT
fcis-14038	46	1	3	3	X
fcis-14038	46	2	.	.	X
fcis-14038	46	3	methodology	methodology	NOUN
fcis-14038	46	4	3.1	3.1	NUM
fcis-14038	46	5	.	.	PUNCT
fcis-14038	46	6	frame	frame	NOUN
fcis-14038	46	7	extraction	extraction	NOUN
fcis-14038	46	8	the	the	DET
fcis-14038	46	9	very	very	ADJ
fcis-14038	46	10	cornerstone	cornerstone	NOUN
fcis-14038	46	11	of	of	ADP
fcis-14038	46	12	motion	motion	NOUN
fcis-14038	46	13	analysis	analysis	NOUN
fcis-14038	46	14	lies	lie	VERB
fcis-14038	46	15	in	in	ADP
fcis-14038	46	16	the	the	DET
fcis-14038	46	17	meticulous	meticulous	ADJ
fcis-14038	46	18	extraction	extraction	NOUN
fcis-14038	46	19	of	of	ADP
fcis-14038	46	20	frames	frame	NOUN
fcis-14038	46	21	from	from	ADP
fcis-14038	46	22	source	source	NOUN
fcis-14038	46	23	videos	video	NOUN
fcis-14038	46	24	.	.	PUNCT
fcis-14038	47	1	this	this	DET
fcis-14038	47	2	procedure	procedure	NOUN
fcis-14038	47	3	does	do	AUX
fcis-14038	47	4	n't	not	PART
fcis-14038	47	5	merely	merely	ADV
fcis-14038	47	6	involve	involve	VERB
fcis-14038	47	7	isolating	isolate	VERB
fcis-14038	47	8	sequences	sequence	NOUN
fcis-14038	47	9	of	of	ADP
fcis-14038	47	10	images	image	NOUN
fcis-14038	47	11	but	but	CCONJ
fcis-14038	47	12	has	have	VERB
fcis-14038	47	13	deeper	deep	ADJ
fcis-14038	47	14	implications	implication	NOUN
fcis-14038	47	15	.	.	PUNCT
fcis-14038	48	1	the	the	DET
fcis-14038	48	2	temporal	temporal	ADJ
fcis-14038	48	3	resolution	resolution	NOUN
fcis-14038	48	4	,	,	PUNCT
fcis-14038	48	5	determined	determine	VERB
fcis-14038	48	6	by	by	ADP
fcis-14038	48	7	the	the	DET
fcis-14038	48	8	frame	frame	NOUN
fcis-14038	48	9	rate	rate	NOUN
fcis-14038	48	10	,	,	PUNCT
fcis-14038	48	11	can	can	AUX
fcis-14038	48	12	either	either	CCONJ
fcis-14038	48	13	unveil	unveil	VERB
fcis-14038	48	14	subtle	subtle	ADJ
fcis-14038	48	15	volleyball	volleyball	NOUN
fcis-14038	48	16	actions	action	NOUN
fcis-14038	48	17	or	or	CCONJ
fcis-14038	48	18	obscure	obscure	VERB
fcis-14038	48	19	them	they	PRON
fcis-14038	48	20	.	.	PUNCT
fcis-14038	49	1	too	too	ADV
fcis-14038	49	2	high	high	ADJ
fcis-14038	49	3	a	a	DET
fcis-14038	49	4	frame	frame	NOUN
fcis-14038	49	5	rate	rate	NOUN
fcis-14038	49	6	might	might	AUX
fcis-14038	49	7	result	result	VERB
fcis-14038	49	8	in	in	ADP
fcis-14038	49	9	overwhelming	overwhelming	ADJ
fcis-14038	49	10	computational	computational	ADJ
fcis-14038	49	11	demands	demand	NOUN
fcis-14038	49	12	,	,	PUNCT
fcis-14038	49	13	while	while	SCONJ
fcis-14038	49	14	too	too	ADV
fcis-14038	49	15	low	low	ADJ
fcis-14038	49	16	a	a	DET
fcis-14038	49	17	rate	rate	NOUN
fcis-14038	49	18	could	could	AUX
fcis-14038	49	19	miss	miss	VERB
fcis-14038	49	20	out	out	ADP
fcis-14038	49	21	on	on	ADP
fcis-14038	49	22	vital	vital	ADJ
fcis-14038	49	23	actions	action	NOUN
fcis-14038	49	24	.	.	PUNCT
fcis-14038	50	1	hence	hence	ADV
fcis-14038	50	2	,	,	PUNCT
fcis-14038	50	3	achieving	achieve	VERB
fcis-14038	50	4	an	an	DET
fcis-14038	50	5	optimal	optimal	ADJ
fcis-14038	50	6	balance	balance	NOUN
fcis-14038	50	7	is	be	AUX
fcis-14038	50	8	key	key	ADJ
fcis-14038	50	9	.	.	PUNCT
fcis-14038	51	1	to	to	PART
fcis-14038	51	2	circumvent	circumvent	VERB
fcis-14038	51	3	potential	potential	ADJ
fcis-14038	51	4	pitfalls	pitfall	NOUN
fcis-14038	51	5	,	,	PUNCT
fcis-14038	51	6	our	our	PRON
fcis-14038	51	7	method	method	NOUN
fcis-14038	51	8	hinges	hinge	NOUN
fcis-14038	51	9	on	on	ADP
fcis-14038	51	10	adaptive	adaptive	ADJ
fcis-14038	51	11	frame	frame	NOUN
fcis-14038	51	12	extraction	extraction	NOUN
fcis-14038	51	13	techniques	technique	NOUN
fcis-14038	51	14	.	.	PUNCT
fcis-14038	52	1	utilizing	utilize	VERB
fcis-14038	52	2	change	change	NOUN
fcis-14038	52	3	detection	detection	NOUN
fcis-14038	52	4	algorithms	algorithm	NOUN
fcis-14038	52	5	,	,	PUNCT
fcis-14038	52	6	this	this	DET
fcis-14038	52	7	approach	approach	NOUN
fcis-14038	52	8	ensures	ensure	VERB
fcis-14038	52	9	that	that	SCONJ
fcis-14038	52	10	the	the	DET
fcis-14038	52	11	nuances	nuance	NOUN
fcis-14038	52	12	of	of	ADP
fcis-14038	52	13	dynamic	dynamic	ADJ
fcis-14038	52	14	volleyball	volleyball	NOUN
fcis-14038	52	15	movements	movement	NOUN
fcis-14038	52	16	are	be	AUX
fcis-14038	52	17	consistently	consistently	ADV
fcis-14038	52	18	captured	capture	VERB
fcis-14038	52	19	,	,	PUNCT
fcis-14038	52	20	whilst	whilst	SCONJ
fcis-14038	52	21	simultaneously	simultaneously	ADV
fcis-14038	52	22	curtailing	curtail	VERB
fcis-14038	52	23	redundancies	redundancy	NOUN
fcis-14038	52	24	during	during	ADP
fcis-14038	52	25	less	less	ADV
fcis-14038	52	26	eventful	eventful	ADJ
fcis-14038	52	27	moments	moment	NOUN
fcis-14038	52	28	.	.	PUNCT
fcis-14038	53	1	3.2	3.2	NUM
fcis-14038	53	2	.	.	PUNCT
fcis-14038	53	3	skeleton	skeleton	NOUN
fcis-14038	53	4	keypoint	keypoint	PROPN
fcis-14038	53	5	extraction	extraction	NOUN
fcis-14038	53	6	post	post	VERB
fcis-14038	53	7	the	the	DET
fcis-14038	53	8	extraction	extraction	NOUN
fcis-14038	53	9	of	of	ADP
fcis-14038	53	10	frames	frame	NOUN
fcis-14038	53	11	,	,	PUNCT
fcis-14038	53	12	the	the	DET
fcis-14038	53	13	natural	natural	ADJ
fcis-14038	53	14	progression	progression	NOUN
fcis-14038	53	15	is	be	AUX
fcis-14038	53	16	the	the	DET
fcis-14038	53	17	transformation	transformation	NOUN
fcis-14038	53	18	of	of	ADP
fcis-14038	53	19	the	the	DET
fcis-14038	53	20	discernible	discernible	ADJ
fcis-14038	53	21	human	human	ADJ
fcis-14038	53	22	form	form	NOUN
fcis-14038	53	23	into	into	ADP
fcis-14038	53	24	a	a	DET
fcis-14038	53	25	streamlined	streamlined	ADJ
fcis-14038	53	26	skeletal	skeletal	ADJ
fcis-14038	53	27	structure	structure	NOUN
fcis-14038	53	28	.	.	PUNCT
fcis-14038	54	1	this	this	DET
fcis-14038	54	2	step	step	NOUN
fcis-14038	54	3	is	be	AUX
fcis-14038	54	4	twofold	twofold	ADV
fcis-14038	54	5	.	.	PUNCT
fcis-14038	55	1	firstly	firstly	ADV
fcis-14038	55	2	,	,	PUNCT
fcis-14038	55	3	potential	potential	ADJ
fcis-14038	55	4	joint	joint	ADJ
fcis-14038	55	5	locations	location	NOUN
fcis-14038	55	6	are	be	AUX
fcis-14038	55	7	ascertained	ascertain	VERB
fcis-14038	55	8	,	,	PUNCT
fcis-14038	55	9	leaning	lean	VERB
fcis-14038	55	10	on	on	ADP
fcis-14038	55	11	both	both	DET
fcis-14038	55	12	depth	depth	NOUN
fcis-14038	55	13	data	datum	NOUN
fcis-14038	55	14	and	and	CCONJ
fcis-14038	55	15	rgb	rgb	PROPN
fcis-14038	55	16	channels	channel	NOUN
fcis-14038	55	17	.	.	PUNCT
fcis-14038	56	1	algorithms	algorithm	NOUN
fcis-14038	56	2	,	,	PUNCT
fcis-14038	56	3	fine	fine	ADV
fcis-14038	56	4	-	-	PUNCT
fcis-14038	56	5	tuned	tune	VERB
fcis-14038	56	6	for	for	ADP
fcis-14038	56	7	joint	joint	ADJ
fcis-14038	56	8	-	-	PUNCT
fcis-14038	56	9	like	like	ADJ
fcis-14038	56	10	structure	structure	NOUN
fcis-14038	56	11	detection	detection	NOUN
fcis-14038	56	12	,	,	PUNCT
fcis-14038	56	13	facilitate	facilitate	VERB
fcis-14038	56	14	this	this	DET
fcis-14038	56	15	process	process	NOUN
fcis-14038	56	16	.	.	PUNCT
fcis-14038	57	1	subsequent	subsequent	ADJ
fcis-14038	57	2	to	to	ADP
fcis-14038	57	3	joint	joint	ADJ
fcis-14038	57	4	detection	detection	NOUN
fcis-14038	57	5	,	,	PUNCT
fcis-14038	57	6	the	the	DET
fcis-14038	57	7	task	task	NOUN
fcis-14038	57	8	is	be	AUX
fcis-14038	57	9	to	to	PART
fcis-14038	57	10	formulate	formulate	VERB
fcis-14038	57	11	connections	connection	NOUN
fcis-14038	57	12	,	,	PUNCT
fcis-14038	57	13	thereby	thereby	ADV
fcis-14038	57	14	generating	generate	VERB
fcis-14038	57	15	a	a	DET
fcis-14038	57	16	skeletal	skeletal	ADJ
fcis-14038	57	17	blueprint	blueprint	NOUN
fcis-14038	57	18	.	.	PUNCT
fcis-14038	58	1	especially	especially	ADV
fcis-14038	58	2	for	for	ADP
fcis-14038	58	3	a	a	DET
fcis-14038	58	4	sport	sport	NOUN
fcis-14038	58	5	like	like	ADP
fcis-14038	58	6	volleyball	volleyball	NOUN
fcis-14038	58	7	,	,	PUNCT
fcis-14038	58	8	a	a	DET
fcis-14038	58	9	pronounced	pronounce	VERB
fcis-14038	58	10	focus	focus	NOUN
fcis-14038	58	11	is	be	AUX
fcis-14038	58	12	given	give	VERB
fcis-14038	58	13	to	to	ADP
fcis-14038	58	14	the	the	DET
fcis-14038	58	15	upper	upper	ADJ
fcis-14038	58	16	body	body	NOUN
fcis-14038	58	17	's	's	PART
fcis-14038	58	18	skeletal	skeletal	ADJ
fcis-14038	58	19	configuration	configuration	NOUN
fcis-14038	58	20	,	,	PUNCT
fcis-14038	58	21	notably	notably	ADV
fcis-14038	58	22	the	the	DET
fcis-14038	58	23	arms	arm	NOUN
fcis-14038	58	24	and	and	CCONJ
fcis-14038	58	25	shoulders	shoulder	NOUN
fcis-14038	58	26	,	,	PUNCT
fcis-14038	58	27	as	as	SCONJ
fcis-14038	58	28	they	they	PRON
fcis-14038	58	29	predominantly	predominantly	ADV
fcis-14038	58	30	convey	convey	VERB
fcis-14038	58	31	vital	vital	ADJ
fcis-14038	58	32	cues	cue	NOUN
fcis-14038	58	33	about	about	ADP
fcis-14038	58	34	actions	action	NOUN
fcis-14038	58	35	such	such	ADJ
fcis-14038	58	36	as	as	ADP
fcis-14038	58	37	serving	serve	VERB
fcis-14038	58	38	and	and	CCONJ
fcis-14038	58	39	spiking	spiking	ADJ
fcis-14038	58	40	.	.	PUNCT
fcis-14038	59	1	3.3	3.3	NUM
fcis-14038	59	2	.	.	PUNCT
fcis-14038	59	3	model	model	NOUN
fcis-14038	59	4	structure	structure	NOUN
fcis-14038	59	5	as	as	SCONJ
fcis-14038	59	6	shown	show	VERB
fcis-14038	59	7	in	in	ADP
fcis-14038	59	8	fig	fig	NOUN
fcis-14038	59	9	1	1	NUM
fcis-14038	59	10	,	,	PUNCT
fcis-14038	59	11	central	central	ADJ
fcis-14038	59	12	to	to	ADP
fcis-14038	59	13	our	our	PRON
fcis-14038	59	14	analytical	analytical	ADJ
fcis-14038	59	15	approach	approach	NOUN
fcis-14038	59	16	is	be	AUX
fcis-14038	59	17	a	a	DET
fcis-14038	59	18	specifically	specifically	ADV
fcis-14038	59	19	tailored	tailor	VERB
fcis-14038	59	20	lstm	lstm	NOUN
fcis-14038	59	21	-	-	PUNCT
fcis-14038	59	22	based	base	VERB
fcis-14038	59	23	model	model	NOUN
fcis-14038	59	24	,	,	PUNCT
fcis-14038	59	25	meticulously	meticulously	ADV
fcis-14038	59	26	designed	design	VERB
fcis-14038	59	27	for	for	ADP
fcis-14038	59	28	volleyball	volleyball	NOUN
fcis-14038	59	29	action	action	NOUN
fcis-14038	59	30	classification	classification	NOUN
fcis-14038	59	31	.	.	PUNCT
fcis-14038	60	1	this	this	DET
fcis-14038	60	2	model	model	NOUN
fcis-14038	60	3	is	be	AUX
fcis-14038	60	4	comprised	comprise	VERB
fcis-14038	60	5	of	of	ADP
fcis-14038	60	6	five	five	NUM
fcis-14038	60	7	layers	layer	NOUN
fcis-14038	60	8	,	,	PUNCT
fcis-14038	60	9	starting	start	VERB
fcis-14038	60	10	with	with	ADP
fcis-14038	60	11	an	an	DET
fcis-14038	60	12	input	input	NOUN
fcis-14038	60	13	layer	layer	NOUN
fcis-14038	60	14	that	that	PRON
fcis-14038	60	15	processes	process	VERB
fcis-14038	60	16	the	the	DET
fcis-14038	60	17	intricate	intricate	ADJ
fcis-14038	60	18	spatial	spatial	ADJ
fcis-14038	60	19	relationships	relationship	NOUN
fcis-14038	60	20	of	of	ADP
fcis-14038	60	21	joints	joint	NOUN
fcis-14038	60	22	within	within	ADP
fcis-14038	60	23	each	each	DET
fcis-14038	60	24	frame	frame	NOUN
fcis-14038	60	25	.	.	PUNCT
fcis-14038	61	1	following	follow	VERB
fcis-14038	61	2	this	this	PRON
fcis-14038	61	3	are	be	AUX
fcis-14038	61	4	two	two	NUM
fcis-14038	61	5	convolutional	convolutional	ADJ
fcis-14038	61	6	layers	layer	NOUN
fcis-14038	61	7	,	,	PUNCT
fcis-14038	61	8	acting	act	VERB
fcis-14038	61	9	as	as	ADP
fcis-14038	61	10	adept	adept	ADJ
fcis-14038	61	11	pattern	pattern	NOUN
fcis-14038	61	12	detectors	detector	NOUN
fcis-14038	61	13	.	.	PUNCT
fcis-14038	62	1	they	they	PRON
fcis-14038	62	2	navigate	navigate	VERB
fcis-14038	62	3	the	the	DET
fcis-14038	62	4	skeletal	skeletal	ADJ
fcis-14038	62	5	data	datum	NOUN
fcis-14038	62	6	,	,	PUNCT
fcis-14038	62	7	pinpointing	pinpoint	VERB
fcis-14038	62	8	and	and	CCONJ
fcis-14038	62	9	encapsulating	encapsulate	VERB
fcis-14038	62	10	repetitive	repetitive	ADJ
fcis-14038	62	11	and	and	CCONJ
fcis-14038	62	12	salient	salient	ADJ
fcis-14038	62	13	motions	motion	NOUN
fcis-14038	62	14	inherent	inherent	ADJ
fcis-14038	62	15	to	to	AUX
fcis-14038	62	16	volleyball	volleyball	NOUN
fcis-14038	62	17	.	.	PUNCT
fcis-14038	63	1	acknowledging	acknowledge	VERB
fcis-14038	63	2	the	the	DET
fcis-14038	63	3	temporal	temporal	ADJ
fcis-14038	63	4	nature	nature	NOUN
fcis-14038	63	5	of	of	ADP
fcis-14038	63	6	our	our	PRON
fcis-14038	63	7	dataset	dataset	NOUN
fcis-14038	63	8	,	,	PUNCT
fcis-14038	63	9	an	an	DET
fcis-14038	63	10	lstm	lstm	NOUN
fcis-14038	63	11	layer	layer	NOUN
fcis-14038	63	12	is	be	AUX
fcis-14038	63	13	integrated	integrate	VERB
fcis-14038	63	14	to	to	PART
fcis-14038	63	15	decode	decode	VERB
fcis-14038	63	16	the	the	DET
fcis-14038	63	17	time	time	NOUN
fcis-14038	63	18	-	-	PUNCT
fcis-14038	63	19	bound	bind	VERB
fcis-14038	63	20	dynamics	dynamic	NOUN
fcis-14038	63	21	of	of	ADP
fcis-14038	63	22	the	the	DET
fcis-14038	63	23	sport	sport	NOUN
fcis-14038	63	24	's	's	PART
fcis-14038	63	25	actions	action	NOUN
fcis-14038	63	26	.	.	PUNCT
fcis-14038	64	1	finally	finally	ADV
fcis-14038	64	2	,	,	PUNCT
fcis-14038	64	3	the	the	DET
fcis-14038	64	4	journey	journey	NOUN
fcis-14038	64	5	culminates	culminate	VERB
fcis-14038	64	6	in	in	ADP
fcis-14038	64	7	an	an	DET
fcis-14038	64	8	output	output	NOUN
fcis-14038	64	9	layer	layer	NOUN
fcis-14038	64	10	,	,	PUNCT
fcis-14038	64	11	devised	devise	VERB
fcis-14038	64	12	with	with	ADP
fcis-14038	64	13	nodes	node	NOUN
fcis-14038	64	14	corresponding	correspond	VERB
fcis-14038	64	15	to	to	ADP
fcis-14038	64	16	distinct	distinct	ADJ
fcis-14038	64	17	volleyball	volleyball	NOUN
fcis-14038	64	18	maneuvers	maneuver	NOUN
fcis-14038	64	19	such	such	ADJ
fcis-14038	64	20	as	as	ADP
fcis-14038	64	21	serves	serve	NOUN
fcis-14038	64	22	and	and	CCONJ
fcis-14038	64	23	spikes	spike	NOUN
fcis-14038	64	24	.	.	PUNCT
fcis-14038	65	1	the	the	DET
fcis-14038	65	2	overarching	overarching	ADJ
fcis-14038	65	3	goal	goal	NOUN
fcis-14038	65	4	is	be	AUX
fcis-14038	65	5	to	to	PART
fcis-14038	65	6	identify	identify	VERB
fcis-14038	65	7	and	and	CCONJ
fcis-14038	65	8	classify	classify	VERB
fcis-14038	65	9	the	the	DET
fcis-14038	65	10	action	action	NOUN
fcis-14038	65	11	based	base	VERB
fcis-14038	65	12	on	on	ADP
fcis-14038	65	13	the	the	DET
fcis-14038	65	14	skeletal	skeletal	ADJ
fcis-14038	65	15	input	input	NOUN
fcis-14038	65	16	.	.	PUNCT
fcis-14038	66	1	ensuring	ensure	VERB
fcis-14038	66	2	the	the	DET
fcis-14038	66	3	model	model	NOUN
fcis-14038	66	4	's	's	PART
fcis-14038	66	5	competence	competence	NOUN
fcis-14038	66	6	,	,	PUNCT
fcis-14038	66	7	it	it	PRON
fcis-14038	66	8	undergoes	undergo	VERB
fcis-14038	66	9	rigorous	rigorous	ADJ
fcis-14038	66	10	training	training	NOUN
fcis-14038	66	11	on	on	ADP
fcis-14038	66	12	labeled	label	VERB
fcis-14038	66	13	skeletal	skeletal	ADJ
fcis-14038	66	14	data	datum	NOUN
fcis-14038	66	15	from	from	ADP
fcis-14038	66	16	various	various	ADJ
fcis-14038	66	17	volleyball	volleyball	NOUN
fcis-14038	66	18	games	game	NOUN
fcis-14038	66	19	,	,	PUNCT
fcis-14038	66	20	with	with	ADP
fcis-14038	66	21	subsequent	subsequent	ADJ
fcis-14038	66	22	validation	validation	NOUN
fcis-14038	66	23	and	and	CCONJ
fcis-14038	66	24	testing	testing	NOUN
fcis-14038	66	25	phases	phase	NOUN
fcis-14038	66	26	reinforcing	reinforce	VERB
fcis-14038	66	27	its	its	PRON
fcis-14038	66	28	precision	precision	NOUN
fcis-14038	66	29	and	and	CCONJ
fcis-14038	66	30	reliability	reliability	NOUN
fcis-14038	66	31	.	.	PUNCT
fcis-14038	67	1	fig	fig	NOUN
fcis-14038	67	2	1	1	NUM
fcis-14038	67	3	.	.	PUNCT
fcis-14038	68	1	lstm	lstm	ADJ
fcis-14038	68	2	network	network	NOUN
fcis-14038	68	3	structure	structure	NOUN
fcis-14038	68	4	for	for	ADP
fcis-14038	68	5	volleyball	volleyball	NOUN
fcis-14038	68	6	action	action	NOUN
fcis-14038	68	7	recognition	recognition	NOUN
fcis-14038	68	8	4	4	NUM
fcis-14038	68	9	.	.	PUNCT
fcis-14038	68	10	experiments	experiment	NOUN
fcis-14038	68	11	4.1	4.1	NUM
fcis-14038	68	12	.	.	PUNCT
fcis-14038	69	1	experimental	experimental	ADJ
fcis-14038	69	2	platform	platform	NOUN
fcis-14038	69	3	and	and	CCONJ
fcis-14038	69	4	dataset	dataset	NOUN
fcis-14038	69	5	in	in	ADP
fcis-14038	69	6	this	this	DET
fcis-14038	69	7	study	study	NOUN
fcis-14038	69	8	,	,	PUNCT
fcis-14038	69	9	our	our	PRON
fcis-14038	69	10	computational	computational	ADJ
fcis-14038	69	11	efforts	effort	NOUN
fcis-14038	69	12	were	be	AUX
fcis-14038	69	13	powered	power	VERB
fcis-14038	69	14	by	by	ADP
fcis-14038	69	15	a	a	DET
fcis-14038	69	16	dedicated	dedicated	ADJ
fcis-14038	69	17	server	server	NOUN
fcis-14038	69	18	equipped	equip	VERB
fcis-14038	69	19	with	with	ADP
fcis-14038	69	20	nvidia	nvidia	PROPN
fcis-14038	69	21	's	's	PART
fcis-14038	69	22	v100	v100	PROPN
fcis-14038	69	23	gpus	gpu	NOUN
fcis-14038	69	24	.	.	PUNCT
fcis-14038	70	1	known	know	VERB
fcis-14038	70	2	for	for	ADP
fcis-14038	70	3	their	their	PRON
fcis-14038	70	4	formidable	formidable	ADJ
fcis-14038	70	5	processing	processing	NOUN
fcis-14038	70	6	power	power	NOUN
fcis-14038	70	7	,	,	PUNCT
fcis-14038	70	8	these	these	DET
fcis-14038	70	9	gpus	gpu	NOUN
fcis-14038	70	10	are	be	AUX
fcis-14038	70	11	particularly	particularly	ADV
fcis-14038	70	12	adept	adept	ADJ
fcis-14038	70	13	at	at	ADP
fcis-14038	70	14	handling	handle	VERB
fcis-14038	70	15	the	the	DET
fcis-14038	70	16	rigorous	rigorous	ADJ
fcis-14038	70	17	demands	demand	NOUN
fcis-14038	70	18	of	of	ADP
fcis-14038	70	19	deep	deep	ADJ
fcis-14038	70	20	learning	learning	NOUN
fcis-14038	70	21	tasks	task	NOUN
fcis-14038	70	22	.	.	PUNCT
fcis-14038	71	1	operating	operate	VERB
fcis-14038	71	2	on	on	ADP
fcis-14038	71	3	a	a	DET
fcis-14038	71	4	robust	robust	ADJ
fcis-14038	71	5	linux	linux	NOUN
fcis-14038	71	6	framework	framework	NOUN
fcis-14038	71	7	,	,	PUNCT
fcis-14038	71	8	our	our	PRON
fcis-14038	71	9	server	server	NOUN
fcis-14038	71	10	infrastructure	infrastructure	NOUN
fcis-14038	71	11	allowed	allow	VERB
fcis-14038	71	12	for	for	ADP
fcis-14038	71	13	seamless	seamless	ADJ
fcis-14038	71	14	integration	integration	NOUN
fcis-14038	71	15	with	with	ADP
fcis-14038	71	16	a	a	DET
fcis-14038	71	17	wide	wide	ADJ
fcis-14038	71	18	array	array	NOUN
fcis-14038	71	19	of	of	ADP
fcis-14038	71	20	data	datum	NOUN
fcis-14038	71	21	science	science	NOUN
fcis-14038	71	22	tools	tool	NOUN
fcis-14038	71	23	and	and	CCONJ
fcis-14038	71	24	libraries	library	NOUN
fcis-14038	71	25	.	.	PUNCT
fcis-14038	72	1	in	in	ADP
fcis-14038	72	2	alignment	alignment	NOUN
fcis-14038	72	3	with	with	ADP
fcis-14038	72	4	our	our	PRON
fcis-14038	72	5	research	research	NOUN
fcis-14038	72	6	requirements	requirement	NOUN
fcis-14038	72	7	,	,	PUNCT
fcis-14038	72	8	we	we	PRON
fcis-14038	72	9	selected	select	VERB
fcis-14038	72	10	the	the	DET
fcis-14038	72	11	pytorch	pytorch	NOUN
fcis-14038	72	12	framework	framework	NOUN
fcis-14038	72	13	—	—	PUNCT
fcis-14038	72	14	a	a	DET
fcis-14038	72	15	versatile	versatile	ADJ
fcis-14038	72	16	and	and	CCONJ
fcis-14038	72	17	powerful	powerful	ADJ
fcis-14038	72	18	deep	deep	ADJ
fcis-14038	72	19	learning	learning	NOUN
fcis-14038	72	20	platform	platform	NOUN
fcis-14038	72	21	that	that	PRON
fcis-14038	72	22	has	have	AUX
fcis-14038	72	23	garnered	garner	VERB
fcis-14038	72	24	widespread	widespread	ADJ
fcis-14038	72	25	acclaim	acclaim	NOUN
fcis-14038	72	26	in	in	ADP
fcis-14038	72	27	both	both	CCONJ
fcis-14038	72	28	academic	academic	ADJ
fcis-14038	72	29	and	and	CCONJ
fcis-14038	72	30	industrial	industrial	ADJ
fcis-14038	72	31	circles	circle	NOUN
fcis-14038	72	32	for	for	ADP
fcis-14038	72	33	its	its	PRON
fcis-14038	72	34	efficacy	efficacy	NOUN
fcis-14038	72	35	in	in	ADP
fcis-14038	72	36	artificial	artificial	ADJ
fcis-14038	72	37	intelligence	intelligence	NOUN
fcis-14038	72	38	applications	application	NOUN
fcis-14038	72	39	.	.	PUNCT
fcis-14038	73	1	in	in	ADP
fcis-14038	73	2	the	the	DET
fcis-14038	73	3	domain	domain	NOUN
fcis-14038	73	4	of	of	ADP
fcis-14038	73	5	sports	sport	NOUN
fcis-14038	73	6	analysis	analysis	NOUN
fcis-14038	73	7	,	,	PUNCT
fcis-14038	73	8	especially	especially	ADV
fcis-14038	73	9	volleyball	volleyball	NOUN
fcis-14038	73	10	,	,	PUNCT
fcis-14038	73	11	there	there	PRON
fcis-14038	73	12	's	be	VERB
fcis-14038	73	13	a	a	DET
fcis-14038	73	14	conspicuous	conspicuous	ADJ
fcis-14038	73	15	absence	absence	NOUN
fcis-14038	73	16	of	of	ADP
fcis-14038	73	17	expansive	expansive	ADJ
fcis-14038	73	18	datasets	dataset	NOUN
fcis-14038	73	19	.	.	PUNCT
fcis-14038	74	1	to	to	PART
fcis-14038	74	2	bridge	bridge	VERB
fcis-14038	74	3	this	this	DET
fcis-14038	74	4	gap	gap	NOUN
fcis-14038	74	5	,	,	PUNCT
fcis-14038	74	6	we	we	PRON
fcis-14038	74	7	have	have	AUX
fcis-14038	74	8	compiled	compile	VERB
fcis-14038	74	9	our	our	PRON
fcis-14038	74	10	dataset	dataset	NOUN
fcis-14038	74	11	from	from	ADP
fcis-14038	74	12	an	an	DET
fcis-14038	74	13	extensive	extensive	ADJ
fcis-14038	74	14	collection	collection	NOUN
fcis-14038	74	15	of	of	ADP
fcis-14038	74	16	online	online	ADJ
fcis-14038	74	17	sources	source	NOUN
fcis-14038	74	18	.	.	PUNCT
fcis-14038	75	1	this	this	DET
fcis-14038	75	2	dataset	dataset	NOUN
fcis-14038	75	3	is	be	AUX
fcis-14038	75	4	specifically	specifically	ADV
fcis-14038	75	5	crafted	craft	VERB
fcis-14038	75	6	for	for	ADP
fcis-14038	75	7	volleyball	volleyball	NOUN
fcis-14038	75	8	,	,	PUNCT
fcis-14038	75	9	encompassing	encompass	VERB
fcis-14038	75	10	500	500	NUM
fcis-14038	75	11	videos	video	NOUN
fcis-14038	75	12	segregated	segregate	VERB
fcis-14038	75	13	into	into	ADP
fcis-14038	75	14	five	five	NUM
fcis-14038	75	15	distinct	distinct	ADJ
fcis-14038	75	16	folders	folder	NOUN
fcis-14038	75	17	,	,	PUNCT
fcis-14038	75	18	each	each	PRON
fcis-14038	75	19	pinpointing	pinpoint	VERB
fcis-14038	75	20	a	a	DET
fcis-14038	75	21	particular	particular	ADJ
fcis-14038	75	22	volleyball	volleyball	NOUN
fcis-14038	75	23	action	action	NOUN
fcis-14038	75	24	:	:	PUNCT
fcis-14038	75	25	serve	serve	VERB
fcis-14038	75	26	,	,	PUNCT
fcis-14038	75	27	spike	spike	NOUN
fcis-14038	75	28	,	,	PUNCT
fcis-14038	75	29	block	block	NOUN
fcis-14038	75	30	,	,	PUNCT
fcis-14038	75	31	dig	dig	NOUN
fcis-14038	75	32	,	,	PUNCT
fcis-14038	75	33	and	and	CCONJ
fcis-14038	75	34	set	set	VERB
fcis-14038	75	35	.	.	PUNCT
fcis-14038	76	1	to	to	PART
fcis-14038	76	2	safeguard	safeguard	VERB
fcis-14038	76	3	experimental	experimental	ADJ
fcis-14038	76	4	integrity	integrity	NOUN
fcis-14038	76	5	and	and	CCONJ
fcis-14038	76	6	uniformity	uniformity	NOUN
fcis-14038	76	7	,	,	PUNCT
fcis-14038	76	8	we	we	PRON
fcis-14038	76	9	meticulously	meticulously	ADV
fcis-14038	76	10	vetted	vet	VERB
fcis-14038	76	11	the	the	DET
fcis-14038	76	12	videos	video	NOUN
fcis-14038	76	13	from	from	ADP
fcis-14038	76	14	each	each	DET
fcis-14038	76	15	category	category	NOUN
fcis-14038	76	16	.	.	PUNCT
fcis-14038	77	1	following	follow	VERB
fcis-14038	77	2	a	a	DET
fcis-14038	77	3	stringent	stringent	ADJ
fcis-14038	77	4	selection	selection	NOUN
fcis-14038	77	5	methodology	methodology	NOUN
fcis-14038	77	6	,	,	PUNCT
fcis-14038	77	7	delineated	delineate	VERB
fcis-14038	77	8	in	in	ADP
fcis-14038	77	9	table	table	NOUN
fcis-14038	77	10	1	1	NUM
fcis-14038	77	11	,	,	PUNCT
fcis-14038	77	12	we	we	PRON
fcis-14038	77	13	settled	settle	VERB
fcis-14038	77	14	on	on	ADP
fcis-14038	77	15	100	100	NUM
fcis-14038	77	16	top	top	ADJ
fcis-14038	77	17	-	-	PUNCT
fcis-14038	77	18	tier	tier	NOUN
fcis-14038	77	19	videos	video	NOUN
fcis-14038	77	20	for	for	ADP
fcis-14038	77	21	each	each	DET
fcis-14038	77	22	action	action	NOUN
fcis-14038	77	23	,	,	PUNCT
fcis-14038	77	24	aggregating	aggregate	VERB
fcis-14038	77	25	to	to	ADP
fcis-14038	77	26	500	500	NUM
fcis-14038	77	27	videos	video	NOUN
fcis-14038	77	28	in	in	ADP
fcis-14038	77	29	total	total	NOUN
fcis-14038	77	30	.	.	PUNCT
fcis-14038	78	1	from	from	ADP
fcis-14038	78	2	every	every	DET
fcis-14038	78	3	video	video	NOUN
fcis-14038	78	4	,	,	PUNCT
fcis-14038	78	5	we	we	PRON
fcis-14038	78	6	harvested	harvest	VERB
fcis-14038	78	7	10	10	NUM
fcis-14038	78	8	frames	frame	NOUN
fcis-14038	78	9	,	,	PUNCT
fcis-14038	78	10	amassing	amass	VERB
fcis-14038	78	11	a	a	DET
fcis-14038	78	12	cumulative	cumulative	NOUN
fcis-14038	78	13	of	of	ADP
fcis-14038	78	14	1000	1000	NUM
fcis-14038	78	15	frames	frame	NOUN
fcis-14038	78	16	for	for	ADP
fcis-14038	78	17	each	each	DET
fcis-14038	78	18	volleyball	volleyball	NOUN
fcis-14038	78	19	action	action	NOUN
fcis-14038	78	20	,	,	PUNCT
fcis-14038	78	21	resulting	result	VERB
fcis-14038	78	22	in	in	ADP
fcis-14038	78	23	a	a	DET
fcis-14038	78	24	grand	grand	ADJ
fcis-14038	78	25	total	total	NOUN
fcis-14038	78	26	of	of	ADP
fcis-14038	78	27	5000	5000	NUM
fcis-14038	78	28	frames	frame	NOUN
fcis-14038	78	29	for	for	ADP
fcis-14038	78	30	the	the	DET
fcis-14038	78	31	complete	complete	ADJ
fcis-14038	78	32	dataset	dataset	NOUN
fcis-14038	78	33	.	.	PUNCT
fcis-14038	79	1	these	these	DET
fcis-14038	79	2	frames	frame	NOUN
fcis-14038	79	3	are	be	AUX
fcis-14038	79	4	clustered	cluster	VERB
fcis-14038	79	5	by	by	ADP
fcis-14038	79	6	their	their	PRON
fcis-14038	79	7	parent	parent	NOUN
fcis-14038	79	8	video	video	NOUN
fcis-14038	79	9	,	,	PUNCT
fcis-14038	79	10	with	with	SCONJ
fcis-14038	79	11	each	each	DET
fcis-14038	79	12	cluster	cluster	NOUN
fcis-14038	79	13	of	of	ADP
fcis-14038	79	14	10	10	NUM
fcis-14038	79	15	frames	frame	NOUN
fcis-14038	79	16	considered	consider	VERB
fcis-14038	79	17	a	a	DET
fcis-14038	79	18	singular	singular	ADJ
fcis-14038	79	19	sequence	sequence	NOUN
fcis-14038	79	20	in	in	ADP
fcis-14038	79	21	the	the	DET
fcis-14038	79	22	lstm	lstm	PROPN
fcis-14038	79	23	network	network	NOUN
fcis-14038	79	24	's	's	PART
fcis-14038	79	25	training	training	NOUN
fcis-14038	79	26	phase	phase	NOUN
fcis-14038	79	27	.	.	PUNCT
fcis-14038	80	1	the	the	DET
fcis-14038	80	2	dataset	dataset	NOUN
fcis-14038	80	3	is	be	AUX
fcis-14038	80	4	partitioned	partition	VERB
fcis-14038	80	5	into	into	ADP
fcis-14038	80	6	training	training	NOUN
fcis-14038	80	7	,	,	PUNCT
fcis-14038	80	8	testing	testing	NOUN
fcis-14038	80	9	,	,	PUNCT
fcis-14038	80	10	and	and	CCONJ
fcis-14038	80	11	validation	validation	NOUN
fcis-14038	80	12	subsets	subset	NOUN
fcis-14038	80	13	in	in	ADP
fcis-14038	80	14	an	an	DET
fcis-14038	80	15	8:1:1	8:1:1	NUM
fcis-14038	80	16	ratio	ratio	NOUN
fcis-14038	80	17	,	,	PUNCT
fcis-14038	80	18	ensuring	ensure	VERB
fcis-14038	80	19	a	a	DET
fcis-14038	80	20	harmonious	harmonious	ADJ
fcis-14038	80	21	data	datum	NOUN
fcis-14038	80	22	distribution	distribution	NOUN
fcis-14038	80	23	for	for	ADP
fcis-14038	80	24	model	model	NOUN
fcis-14038	80	25	training	training	NOUN
fcis-14038	80	26	and	and	CCONJ
fcis-14038	80	27	assessment	assessment	NOUN
fcis-14038	80	28	.	.	PUNCT
fcis-14038	81	1	145	145	NUM
fcis-14038	81	2	4.2	4.2	NUM
fcis-14038	81	3	.	.	PUNCT
fcis-14038	82	1	analysis	analysis	NOUN
fcis-14038	82	2	of	of	ADP
fcis-14038	82	3	experimental	experimental	ADJ
fcis-14038	82	4	result	result	NOUN
fcis-14038	82	5	in	in	ADP
fcis-14038	82	6	our	our	PRON
fcis-14038	82	7	research	research	NOUN
fcis-14038	82	8	,	,	PUNCT
fcis-14038	82	9	we	we	PRON
fcis-14038	82	10	subjected	subject	VERB
fcis-14038	82	11	the	the	DET
fcis-14038	82	12	lstm	lstm	NOUN
fcis-14038	82	13	model	model	NOUN
fcis-14038	82	14	to	to	ADP
fcis-14038	82	15	an	an	DET
fcis-14038	82	16	extensive	extensive	ADJ
fcis-14038	82	17	training	training	NOUN
fcis-14038	82	18	program	program	NOUN
fcis-14038	82	19	.	.	PUNCT
fcis-14038	83	1	each	each	DET
fcis-14038	83	2	input	input	NOUN
fcis-14038	83	3	consisted	consist	VERB
fcis-14038	83	4	of	of	ADP
fcis-14038	83	5	51	51	NUM
fcis-14038	83	6	units	unit	NOUN
fcis-14038	83	7	,	,	PUNCT
fcis-14038	83	8	correlating	correlate	VERB
fcis-14038	83	9	to	to	ADP
fcis-14038	83	10	the	the	DET
fcis-14038	83	11	17	17	NUM
fcis-14038	83	12	key	key	ADJ
fcis-14038	83	13	skeletal	skeletal	ADJ
fcis-14038	83	14	points	point	NOUN
fcis-14038	83	15	identified	identify	VERB
fcis-14038	83	16	on	on	ADP
fcis-14038	83	17	the	the	DET
fcis-14038	83	18	human	human	ADJ
fcis-14038	83	19	form	form	NOUN
fcis-14038	83	20	.	.	PUNCT
fcis-14038	84	1	this	this	DET
fcis-14038	84	2	model	model	NOUN
fcis-14038	84	3	was	be	AUX
fcis-14038	84	4	architecture	architecture	NOUN
fcis-14038	84	5	with	with	ADP
fcis-14038	84	6	five	five	NUM
fcis-14038	84	7	layers	layer	NOUN
fcis-14038	84	8	and	and	CCONJ
fcis-14038	84	9	featured	feature	VERB
fcis-14038	84	10	128	128	NUM
fcis-14038	84	11	hidden	hide	VERB
fcis-14038	84	12	units	unit	NOUN
fcis-14038	84	13	,	,	PUNCT
fcis-14038	84	14	with	with	SCONJ
fcis-14038	84	15	its	its	PRON
fcis-14038	84	16	output	output	NOUN
fcis-14038	84	17	layer	layer	NOUN
fcis-14038	84	18	tailored	tailor	VERB
fcis-14038	84	19	to	to	PART
fcis-14038	84	20	identify	identify	VERB
fcis-14038	84	21	four	four	NUM
fcis-14038	84	22	distinct	distinct	ADJ
fcis-14038	84	23	actions	action	NOUN
fcis-14038	84	24	.	.	PUNCT
fcis-14038	85	1	to	to	PART
fcis-14038	85	2	facilitate	facilitate	VERB
fcis-14038	85	3	the	the	DET
fcis-14038	85	4	training	training	NOUN
fcis-14038	85	5	,	,	PUNCT
fcis-14038	85	6	we	we	PRON
fcis-14038	85	7	employed	employ	VERB
fcis-14038	85	8	the	the	DET
fcis-14038	85	9	cross	cross	ADJ
fcis-14038	85	10	-	-	ADJ
fcis-14038	85	11	entropy	entropy	ADJ
fcis-14038	85	12	loss	loss	NOUN
fcis-14038	85	13	function	function	NOUN
fcis-14038	85	14	,	,	PUNCT
fcis-14038	85	15	leveraging	leverage	VERB
fcis-14038	85	16	the	the	DET
fcis-14038	85	17	adam	adam	PROPN
fcis-14038	85	18	optimizer	optimizer	NOUN
fcis-14038	85	19	to	to	PART
fcis-14038	85	20	refine	refine	VERB
fcis-14038	85	21	the	the	DET
fcis-14038	85	22	model	model	NOUN
fcis-14038	85	23	's	's	PART
fcis-14038	85	24	parameters	parameter	NOUN
fcis-14038	85	25	at	at	ADP
fcis-14038	85	26	a	a	DET
fcis-14038	85	27	learning	learning	NOUN
fcis-14038	85	28	rate	rate	NOUN
fcis-14038	85	29	of	of	ADP
fcis-14038	85	30	0.001	0.001	NUM
fcis-14038	85	31	across	across	ADP
fcis-14038	85	32	50	50	NUM
fcis-14038	85	33	epochs	epoch	NOUN
fcis-14038	85	34	.	.	PUNCT
fcis-14038	86	1	this	this	DET
fcis-14038	86	2	process	process	NOUN
fcis-14038	86	3	involved	involve	VERB
fcis-14038	86	4	numerous	numerous	ADJ
fcis-14038	86	5	iterative	iterative	NOUN
fcis-14038	86	6	cycles	cycle	NOUN
fcis-14038	86	7	,	,	PUNCT
fcis-14038	86	8	allowing	allow	VERB
fcis-14038	86	9	for	for	ADP
fcis-14038	86	10	the	the	DET
fcis-14038	86	11	progressive	progressive	ADJ
fcis-14038	86	12	refinement	refinement	NOUN
fcis-14038	86	13	of	of	ADP
fcis-14038	86	14	the	the	DET
fcis-14038	86	15	neural	neural	ADJ
fcis-14038	86	16	network	network	NOUN
fcis-14038	86	17	's	's	PART
fcis-14038	86	18	parameters	parameter	NOUN
fcis-14038	86	19	.	.	PUNCT
fcis-14038	87	1	a	a	DET
fcis-14038	87	2	salient	salient	ADJ
fcis-14038	87	3	feature	feature	NOUN
fcis-14038	87	4	of	of	ADP
fcis-14038	87	5	the	the	DET
fcis-14038	87	6	lstm	lstm	NOUN
fcis-14038	87	7	is	be	AUX
fcis-14038	87	8	its	its	PRON
fcis-14038	87	9	proficiency	proficiency	NOUN
fcis-14038	87	10	in	in	ADP
fcis-14038	87	11	recognizing	recognize	VERB
fcis-14038	87	12	and	and	CCONJ
fcis-14038	87	13	retaining	retain	VERB
fcis-14038	87	14	temporal	temporal	ADJ
fcis-14038	87	15	linkages	linkage	NOUN
fcis-14038	87	16	in	in	ADP
fcis-14038	87	17	the	the	DET
fcis-14038	87	18	sequence	sequence	NOUN
fcis-14038	87	19	of	of	ADP
fcis-14038	87	20	skeletal	skeletal	ADJ
fcis-14038	87	21	keypoints	keypoint	NOUN
fcis-14038	87	22	,	,	PUNCT
fcis-14038	87	23	remembering	remember	VERB
fcis-14038	87	24	relevant	relevant	ADJ
fcis-14038	87	25	information	information	NOUN
fcis-14038	87	26	from	from	ADP
fcis-14038	87	27	preceding	precede	VERB
fcis-14038	87	28	frames	frame	NOUN
fcis-14038	87	29	—	—	PUNCT
fcis-14038	87	30	a	a	DET
fcis-14038	87	31	critical	critical	ADJ
fcis-14038	87	32	aspect	aspect	NOUN
fcis-14038	87	33	in	in	ADP
fcis-14038	87	34	the	the	DET
fcis-14038	87	35	realm	realm	NOUN
fcis-14038	87	36	of	of	ADP
fcis-14038	87	37	action	action	NOUN
fcis-14038	87	38	recognition	recognition	NOUN
fcis-14038	87	39	,	,	PUNCT
fcis-14038	87	40	where	where	SCONJ
fcis-14038	87	41	the	the	DET
fcis-14038	87	42	present	present	ADJ
fcis-14038	87	43	action	action	NOUN
fcis-14038	87	44	is	be	AUX
fcis-14038	87	45	often	often	ADV
fcis-14038	87	46	intricately	intricately	ADV
fcis-14038	87	47	linked	link	VERB
fcis-14038	87	48	to	to	ADP
fcis-14038	87	49	the	the	DET
fcis-14038	87	50	preceding	precede	VERB
fcis-14038	87	51	sequence	sequence	NOUN
fcis-14038	87	52	of	of	ADP
fcis-14038	87	53	movements	movement	NOUN
fcis-14038	87	54	.	.	PUNCT
fcis-14038	88	1	fig	fig	NOUN
fcis-14038	88	2	2	2	NUM
fcis-14038	88	3	.	.	PUNCT
fcis-14038	89	1	lstm	lstm	NOUN
fcis-14038	89	2	model	model	NOUN
fcis-14038	89	3	confusion	confusion	NOUN
fcis-14038	89	4	matrix	matrix	NOUN
fcis-14038	89	5	as	as	SCONJ
fcis-14038	89	6	shown	show	VERB
fcis-14038	89	7	in	in	ADP
fcis-14038	89	8	fig	fig	NOUN
fcis-14038	89	9	2	2	NUM
fcis-14038	89	10	,	,	PUNCT
fcis-14038	89	11	the	the	DET
fcis-14038	89	12	provided	provide	VERB
fcis-14038	89	13	confusion	confusion	NOUN
fcis-14038	89	14	matrix	matrix	NOUN
fcis-14038	89	15	vividly	vividly	ADV
fcis-14038	89	16	illustrates	illustrate	VERB
fcis-14038	89	17	the	the	DET
fcis-14038	89	18	lstm	lstm	PROPN
fcis-14038	89	19	model	model	NOUN
fcis-14038	89	20	's	's	PART
fcis-14038	89	21	prowess	prowess	NOUN
fcis-14038	89	22	in	in	ADP
fcis-14038	89	23	classifying	classify	VERB
fcis-14038	89	24	volleyball	volleyball	NOUN
fcis-14038	89	25	actions	action	NOUN
fcis-14038	89	26	based	base	VERB
fcis-14038	89	27	on	on	ADP
fcis-14038	89	28	skeletal	skeletal	ADJ
fcis-14038	89	29	data	datum	NOUN
fcis-14038	89	30	.	.	PUNCT
fcis-14038	90	1	with	with	ADP
fcis-14038	90	2	a	a	DET
fcis-14038	90	3	stellar	stellar	ADJ
fcis-14038	90	4	95	95	NUM
fcis-14038	90	5	%	%	NOUN
fcis-14038	90	6	accuracy	accuracy	NOUN
fcis-14038	90	7	rate	rate	NOUN
fcis-14038	90	8	consistently	consistently	ADV
fcis-14038	90	9	observed	observe	VERB
fcis-14038	90	10	across	across	ADP
fcis-14038	90	11	all	all	DET
fcis-14038	90	12	actions	action	NOUN
fcis-14038	90	13	—	—	PUNCT
fcis-14038	90	14	serve	serve	NOUN
fcis-14038	90	15	,	,	PUNCT
fcis-14038	90	16	spike	spike	NOUN
fcis-14038	90	17	,	,	PUNCT
fcis-14038	90	18	block	block	NOUN
fcis-14038	90	19	,	,	PUNCT
fcis-14038	90	20	dig	dig	NOUN
fcis-14038	90	21	,	,	PUNCT
fcis-14038	90	22	and	and	CCONJ
fcis-14038	90	23	set	set	VERB
fcis-14038	90	24	—	—	PUNCT
fcis-14038	90	25	the	the	DET
fcis-14038	90	26	model	model	NOUN
fcis-14038	90	27	's	's	PART
fcis-14038	90	28	performance	performance	NOUN
fcis-14038	90	29	is	be	AUX
fcis-14038	90	30	exceptional	exceptional	ADJ
fcis-14038	90	31	.	.	PUNCT
fcis-14038	91	1	the	the	DET
fcis-14038	91	2	absence	absence	NOUN
fcis-14038	91	3	of	of	ADP
fcis-14038	91	4	off	off	ADP
fcis-14038	91	5	-	-	PUNCT
fcis-14038	91	6	diagonal	diagonal	ADJ
fcis-14038	91	7	values	value	NOUN
fcis-14038	91	8	underscores	underscore	VERB
fcis-14038	91	9	that	that	SCONJ
fcis-14038	91	10	there	there	PRON
fcis-14038	91	11	were	be	VERB
fcis-14038	91	12	no	no	DET
fcis-14038	91	13	misclassifications	misclassification	NOUN
fcis-14038	91	14	,	,	PUNCT
fcis-14038	91	15	further	far	ADV
fcis-14038	91	16	attesting	attest	VERB
fcis-14038	91	17	to	to	ADP
fcis-14038	91	18	the	the	DET
fcis-14038	91	19	precision	precision	NOUN
fcis-14038	91	20	and	and	CCONJ
fcis-14038	91	21	reliability	reliability	NOUN
fcis-14038	91	22	of	of	ADP
fcis-14038	91	23	the	the	DET
fcis-14038	91	24	lstm	lstm	PROPN
fcis-14038	91	25	model	model	NOUN
fcis-14038	91	26	.	.	PUNCT
fcis-14038	92	1	this	this	DET
fcis-14038	92	2	impeccable	impeccable	ADJ
fcis-14038	92	3	accuracy	accuracy	NOUN
fcis-14038	92	4	and	and	CCONJ
fcis-14038	92	5	absence	absence	NOUN
fcis-14038	92	6	of	of	ADP
fcis-14038	92	7	false	false	ADJ
fcis-14038	92	8	positives	positive	NOUN
fcis-14038	92	9	highlight	highlight	VERB
fcis-14038	92	10	the	the	DET
fcis-14038	92	11	lstm	lstm	PROPN
fcis-14038	92	12	's	's	PART
fcis-14038	92	13	aptitude	aptitude	NOUN
fcis-14038	92	14	in	in	ADP
fcis-14038	92	15	leveraging	leverage	VERB
fcis-14038	92	16	its	its	PRON
fcis-14038	92	17	temporal	temporal	ADJ
fcis-14038	92	18	capabilities	capability	NOUN
fcis-14038	92	19	to	to	PART
fcis-14038	92	20	masterfully	masterfully	ADV
fcis-14038	92	21	capture	capture	VERB
fcis-14038	92	22	sequential	sequential	ADJ
fcis-14038	92	23	dependencies	dependency	NOUN
fcis-14038	92	24	,	,	PUNCT
fcis-14038	92	25	making	make	VERB
fcis-14038	92	26	it	it	PRON
fcis-14038	92	27	particularly	particularly	ADV
fcis-14038	92	28	effective	effective	ADJ
fcis-14038	92	29	for	for	ADP
fcis-14038	92	30	action	action	NOUN
fcis-14038	92	31	recognition	recognition	NOUN
fcis-14038	92	32	tasks	task	NOUN
fcis-14038	92	33	,	,	PUNCT
fcis-14038	92	34	as	as	SCONJ
fcis-14038	92	35	demonstrated	demonstrate	VERB
fcis-14038	92	36	in	in	ADP
fcis-14038	92	37	this	this	DET
fcis-14038	92	38	study	study	NOUN
fcis-14038	92	39	.	.	PUNCT
fcis-14038	93	1	5	5	X
fcis-14038	93	2	.	.	X
fcis-14038	93	3	conclusion	conclusion	NOUN
fcis-14038	93	4	in	in	ADP
fcis-14038	93	5	this	this	DET
fcis-14038	93	6	research	research	NOUN
fcis-14038	93	7	,	,	PUNCT
fcis-14038	93	8	we	we	PRON
fcis-14038	93	9	delved	delve	VERB
fcis-14038	93	10	into	into	ADP
fcis-14038	93	11	the	the	DET
fcis-14038	93	12	realm	realm	NOUN
fcis-14038	93	13	of	of	ADP
fcis-14038	93	14	volleyball	volleyball	NOUN
fcis-14038	93	15	action	action	NOUN
fcis-14038	93	16	recognition	recognition	NOUN
fcis-14038	93	17	leveraging	leverage	VERB
fcis-14038	93	18	skeletal	skeletal	ADJ
fcis-14038	93	19	data	datum	NOUN
fcis-14038	93	20	,	,	PUNCT
fcis-14038	93	21	harnessing	harness	VERB
fcis-14038	93	22	the	the	DET
fcis-14038	93	23	robust	robust	ADJ
fcis-14038	93	24	capabilities	capability	NOUN
fcis-14038	93	25	of	of	ADP
fcis-14038	93	26	the	the	DET
fcis-14038	93	27	lstm	lstm	PROPN
fcis-14038	93	28	model	model	NOUN
fcis-14038	93	29	.	.	PUNCT
fcis-14038	94	1	the	the	DET
fcis-14038	94	2	primary	primary	ADJ
fcis-14038	94	3	findings	finding	NOUN
fcis-14038	94	4	underscore	underscore	VERB
fcis-14038	94	5	the	the	DET
fcis-14038	94	6	significant	significant	ADJ
fcis-14038	94	7	promise	promise	NOUN
fcis-14038	94	8	and	and	CCONJ
fcis-14038	94	9	efficacy	efficacy	NOUN
fcis-14038	94	10	of	of	ADP
fcis-14038	94	11	the	the	DET
fcis-14038	94	12	lstm	lstm	PROPN
fcis-14038	94	13	network	network	NOUN
fcis-14038	94	14	in	in	ADP
fcis-14038	94	15	accurately	accurately	ADV
fcis-14038	94	16	identifying	identify	VERB
fcis-14038	94	17	and	and	CCONJ
fcis-14038	94	18	differentiating	differentiate	VERB
fcis-14038	94	19	between	between	ADP
fcis-14038	94	20	volleyball	volleyball	NOUN
fcis-14038	94	21	actions	action	NOUN
fcis-14038	94	22	.	.	PUNCT
fcis-14038	95	1	the	the	DET
fcis-14038	95	2	consistency	consistency	NOUN
fcis-14038	95	3	in	in	ADP
fcis-14038	95	4	the	the	DET
fcis-14038	95	5	achieved	achieve	VERB
fcis-14038	95	6	95	95	NUM
fcis-14038	95	7	%	%	NOUN
fcis-14038	95	8	accuracy	accuracy	NOUN
fcis-14038	95	9	rate	rate	NOUN
fcis-14038	95	10	across	across	ADP
fcis-14038	95	11	all	all	DET
fcis-14038	95	12	actions	action	NOUN
fcis-14038	95	13	,	,	PUNCT
fcis-14038	95	14	as	as	SCONJ
fcis-14038	95	15	showcased	showcase	VERB
fcis-14038	95	16	by	by	ADP
fcis-14038	95	17	the	the	DET
fcis-14038	95	18	confusion	confusion	NOUN
fcis-14038	95	19	matrix	matrix	NOUN
fcis-14038	95	20	,	,	PUNCT
fcis-14038	95	21	bears	bear	VERB
fcis-14038	95	22	testimony	testimony	NOUN
fcis-14038	95	23	to	to	ADP
fcis-14038	95	24	the	the	DET
fcis-14038	95	25	model	model	NOUN
fcis-14038	95	26	's	's	PART
fcis-14038	95	27	precision	precision	NOUN
fcis-14038	95	28	and	and	CCONJ
fcis-14038	95	29	reliability	reliability	NOUN
fcis-14038	95	30	.	.	PUNCT
fcis-14038	96	1	furthermore	furthermore	ADV
fcis-14038	96	2	,	,	PUNCT
fcis-14038	96	3	the	the	DET
fcis-14038	96	4	absence	absence	NOUN
fcis-14038	96	5	of	of	ADP
fcis-14038	96	6	any	any	DET
fcis-14038	96	7	misclassifications	misclassification	NOUN
fcis-14038	96	8	attests	attest	VERB
fcis-14038	96	9	to	to	ADP
fcis-14038	96	10	the	the	DET
fcis-14038	96	11	model	model	NOUN
fcis-14038	96	12	's	's	PART
fcis-14038	96	13	robustness	robustness	NOUN
fcis-14038	96	14	,	,	PUNCT
fcis-14038	96	15	establishing	establish	VERB
fcis-14038	96	16	it	it	PRON
fcis-14038	96	17	as	as	ADP
fcis-14038	96	18	a	a	DET
fcis-14038	96	19	formidable	formidable	ADJ
fcis-14038	96	20	tool	tool	NOUN
fcis-14038	96	21	in	in	ADP
fcis-14038	96	22	the	the	DET
fcis-14038	96	23	domain	domain	NOUN
fcis-14038	96	24	of	of	ADP
fcis-14038	96	25	sports	sport	NOUN
fcis-14038	96	26	analytics	analytic	NOUN
fcis-14038	96	27	.	.	PUNCT
fcis-14038	97	1	the	the	DET
fcis-14038	97	2	study	study	NOUN
fcis-14038	97	3	's	's	PART
fcis-14038	97	4	outcomes	outcome	NOUN
fcis-14038	97	5	highlight	highlight	VERB
fcis-14038	97	6	the	the	DET
fcis-14038	97	7	immense	immense	ADJ
fcis-14038	97	8	potential	potential	NOUN
fcis-14038	97	9	of	of	ADP
fcis-14038	97	10	using	use	VERB
fcis-14038	97	11	deep	deep	ADJ
fcis-14038	97	12	learning	learning	NOUN
fcis-14038	97	13	,	,	PUNCT
fcis-14038	97	14	especially	especially	ADV
fcis-14038	97	15	lstm	lstm	ADJ
fcis-14038	97	16	,	,	PUNCT
fcis-14038	97	17	in	in	ADP
fcis-14038	97	18	transforming	transform	VERB
fcis-14038	97	19	the	the	DET
fcis-14038	97	20	way	way	NOUN
fcis-14038	97	21	we	we	PRON
fcis-14038	97	22	perceive	perceive	VERB
fcis-14038	97	23	and	and	CCONJ
fcis-14038	97	24	analyze	analyze	VERB
fcis-14038	97	25	sports	sport	NOUN
fcis-14038	97	26	actions	action	NOUN
fcis-14038	97	27	.	.	PUNCT
fcis-14038	98	1	future	future	ADJ
fcis-14038	98	2	endeavors	endeavor	NOUN
fcis-14038	98	3	could	could	AUX
fcis-14038	98	4	explore	explore	VERB
fcis-14038	98	5	the	the	DET
fcis-14038	98	6	integration	integration	NOUN
fcis-14038	98	7	of	of	ADP
fcis-14038	98	8	more	more	ADJ
fcis-14038	98	9	complex	complex	ADJ
fcis-14038	98	10	actions	action	NOUN
fcis-14038	98	11	,	,	PUNCT
fcis-14038	98	12	larger	large	ADJ
fcis-14038	98	13	datasets	dataset	NOUN
fcis-14038	98	14	,	,	PUNCT
fcis-14038	98	15	and	and	CCONJ
fcis-14038	98	16	the	the	DET
fcis-14038	98	17	fusion	fusion	NOUN
fcis-14038	98	18	of	of	ADP
fcis-14038	98	19	additional	additional	ADJ
fcis-14038	98	20	sensory	sensory	ADJ
fcis-14038	98	21	data	datum	NOUN
fcis-14038	98	22	to	to	PART
fcis-14038	98	23	further	far	ADV
fcis-14038	98	24	refine	refine	VERB
fcis-14038	98	25	and	and	CCONJ
fcis-14038	98	26	enhance	enhance	VERB
fcis-14038	98	27	the	the	DET
fcis-14038	98	28	model	model	NOUN
fcis-14038	98	29	's	's	PART
fcis-14038	98	30	capabilities	capability	NOUN
fcis-14038	98	31	.	.	PUNCT
fcis-14038	99	1	this	this	DET
fcis-14038	99	2	research	research	NOUN
fcis-14038	99	3	not	not	PART
fcis-14038	99	4	only	only	ADV
fcis-14038	99	5	contributes	contribute	VERB
fcis-14038	99	6	to	to	ADP
fcis-14038	99	7	the	the	DET
fcis-14038	99	8	academic	academic	ADJ
fcis-14038	99	9	discourse	discourse	NOUN
fcis-14038	99	10	in	in	ADP
fcis-14038	99	11	the	the	DET
fcis-14038	99	12	field	field	NOUN
fcis-14038	99	13	of	of	ADP
fcis-14038	99	14	artificial	artificial	ADJ
fcis-14038	99	15	intelligence	intelligence	NOUN
fcis-14038	99	16	in	in	ADP
fcis-14038	99	17	sports	sport	NOUN
fcis-14038	99	18	but	but	CCONJ
fcis-14038	99	19	also	also	ADV
fcis-14038	99	20	paves	pave	VERB
fcis-14038	99	21	the	the	DET
fcis-14038	99	22	way	way	NOUN
fcis-14038	99	23	for	for	ADP
fcis-14038	99	24	practical	practical	ADJ
fcis-14038	99	25	applications	application	NOUN
fcis-14038	99	26	,	,	PUNCT
fcis-14038	99	27	ranging	range	VERB
fcis-14038	99	28	from	from	ADP
fcis-14038	99	29	coaching	coach	VERB
fcis-14038	99	30	assistance	assistance	NOUN
fcis-14038	99	31	to	to	ADP
fcis-14038	99	32	augmented	augment	VERB
fcis-14038	99	33	sports	sport	NOUN
fcis-14038	99	34	broadcasts	broadcast	NOUN
fcis-14038	99	35	.	.	PUNCT
fcis-14038	100	1	references	reference	NOUN
fcis-14038	100	2	[	[	X
fcis-14038	100	3	1	1	X
fcis-14038	100	4	]	]	X
fcis-14038	100	5	hartmann	hartmann	PROPN
fcis-14038	100	6	d	d	PROPN
fcis-14038	100	7	,	,	PUNCT
fcis-14038	100	8	manning	man	VERB
fcis-14038	100	9	a	a	DET
fcis-14038	100	10	,	,	PUNCT
fcis-14038	100	11	green	green	PROPN
fcis-14038	100	12	k.	k.	PROPN
fcis-14038	100	13	the	the	DET
fcis-14038	100	14	performance	performance	NOUN
fcis-14038	100	15	and	and	CCONJ
fcis-14038	100	16	reception	reception	NOUN
fcis-14038	100	17	of	of	ADP
fcis-14038	100	18	race	race	NOUN
fcis-14038	100	19	-	-	PUNCT
fcis-14038	100	20	based	base	VERB
fcis-14038	100	21	athletic	athletic	ADJ
fcis-14038	100	22	activism	activism	NOUN
fcis-14038	100	23	:	:	PUNCT
fcis-14038	100	24	toward	toward	ADP
fcis-14038	100	25	a	a	DET
fcis-14038	100	26	critical	critical	ADJ
fcis-14038	100	27	,	,	PUNCT
fcis-14038	100	28	dramaturgical	dramaturgical	ADJ
fcis-14038	100	29	theory	theory	NOUN
fcis-14038	100	30	of	of	ADP
fcis-14038	100	31	sport[j	sport[j	NOUN
fcis-14038	100	32	]	]	PUNCT
fcis-14038	100	33	.	.	PUNCT
fcis-14038	101	1	american	american	PROPN
fcis-14038	101	2	journal	journal	PROPN
fcis-14038	101	3	of	of	ADP
fcis-14038	101	4	cultural	cultural	ADJ
fcis-14038	101	5	sociology	sociology	NOUN
fcis-14038	101	6	,	,	PUNCT
fcis-14038	101	7	2022	2022	NUM
fcis-14038	101	8	,	,	PUNCT
fcis-14038	101	9	10(4	10(4	NUM
fcis-14038	101	10	):	):	PUNCT
fcis-14038	101	11	543	543	NUM
fcis-14038	101	12	-	-	SYM
fcis-14038	101	13	569	569	NUM
fcis-14038	101	14	.	.	PUNCT
fcis-14038	102	1	[	[	X
fcis-14038	102	2	2	2	X
fcis-14038	102	3	]	]	X
fcis-14038	102	4	kumar	kumar	PROPN
fcis-14038	102	5	n.	n.	PROPN
fcis-14038	102	6	harnessing	harness	VERB
fcis-14038	102	7	the	the	DET
fcis-14038	102	8	power	power	NOUN
fcis-14038	102	9	of	of	ADP
fcis-14038	102	10	big	big	ADJ
fcis-14038	102	11	data	datum	NOUN
fcis-14038	102	12	:	:	PUNCT
fcis-14038	102	13	challenges	challenge	NOUN
fcis-14038	102	14	and	and	CCONJ
fcis-14038	102	15	opportunities	opportunity	NOUN
fcis-14038	102	16	in	in	ADP
fcis-14038	102	17	analytics[j	analytics[j	PROPN
fcis-14038	102	18	]	]	PUNCT
fcis-14038	102	19	.	.	PUNCT
fcis-14038	103	1	tui	tui	PROPN
fcis-14038	103	2	*	*	PUNCT
fcis-14038	103	3	*	*	PROPN
fcis-14038	103	4	jishu	jishu	PROPN
fcis-14038	103	5	/	/	SYM
fcis-14038	103	6	journal	journal	NOUN
fcis-14038	103	7	of	of	ADP
fcis-14038	103	8	propulsion	propulsion	NOUN
fcis-14038	103	9	technology	technology	NOUN
fcis-14038	103	10	,	,	PUNCT
fcis-14038	103	11	2023	2023	NUM
fcis-14038	103	12	,	,	PUNCT
fcis-14038	103	13	44(2	44(2	NUM
fcis-14038	103	14	)	)	PUNCT
fcis-14038	103	15	.	.	PUNCT
fcis-14038	104	1	[	[	X
fcis-14038	104	2	3	3	X
fcis-14038	104	3	]	]	X
fcis-14038	104	4	li	li	PROPN
fcis-14038	104	5	x	x	PROPN
fcis-14038	104	6	,	,	PUNCT
fcis-14038	104	7	ullah	ullah	PROPN
fcis-14038	104	8	r.	r.	PROPN
fcis-14038	104	9	an	an	DET
fcis-14038	104	10	image	image	NOUN
fcis-14038	104	11	classification	classification	NOUN
fcis-14038	104	12	algorithm	algorithm	NOUN
fcis-14038	104	13	for	for	ADP
fcis-14038	104	14	football	football	NOUN
fcis-14038	104	15	players	player	NOUN
fcis-14038	104	16	’	'	PUNCT
fcis-14038	104	17	activities	activity	NOUN
fcis-14038	104	18	using	use	VERB
fcis-14038	104	19	deep	deep	ADJ
fcis-14038	104	20	neural	neural	ADJ
fcis-14038	104	21	network[j	network[j	NOUN
fcis-14038	104	22	]	]	PUNCT
fcis-14038	104	23	.	.	PUNCT
fcis-14038	105	1	soft	soft	ADJ
fcis-14038	105	2	computing	computing	NOUN
fcis-14038	105	3	,	,	PUNCT
fcis-14038	105	4	2023	2023	NUM
fcis-14038	105	5	:	:	PUNCT
fcis-14038	105	6	1	1	NUM
fcis-14038	105	7	-	-	SYM
fcis-14038	105	8	21	21	NUM
fcis-14038	105	9	.	.	PUNCT
fcis-14038	106	1	[	[	X
fcis-14038	106	2	4	4	X
fcis-14038	106	3	]	]	PUNCT
fcis-14038	106	4	qi	qi	PROPN
fcis-14038	106	5	y	y	PROPN
fcis-14038	106	6	,	,	PUNCT
fcis-14038	106	7	pang	pang	NOUN
fcis-14038	106	8	c	c	PROPN
fcis-14038	106	9	,	,	PUNCT
fcis-14038	106	10	liu	liu	PROPN
fcis-14038	106	11	y	y	PROPN
fcis-14038	106	12	,	,	PUNCT
fcis-14038	106	13	et	et	PROPN
fcis-14038	106	14	al	al	PROPN
fcis-14038	106	15	.	.	PUNCT
fcis-14038	106	16	multi	multi	ADJ
fcis-14038	106	17	-	-	ADJ
fcis-14038	106	18	stream	stream	ADJ
fcis-14038	106	19	global	global	ADJ
fcis-14038	106	20	-	-	PUNCT
fcis-14038	106	21	local	local	ADJ
fcis-14038	106	22	motion	motion	NOUN
fcis-14038	106	23	fusion	fusion	NOUN
fcis-14038	106	24	network	network	NOUN
fcis-14038	106	25	for	for	ADP
fcis-14038	106	26	skeleton	skeleton	NOUN
fcis-14038	106	27	-	-	PUNCT
fcis-14038	106	28	based	base	VERB
fcis-14038	106	29	action	action	NOUN
fcis-14038	106	30	recognition[j	recognition[j	PROPN
fcis-14038	106	31	]	]	PUNCT
fcis-14038	106	32	.	.	PUNCT
fcis-14038	106	33	applied	apply	VERB
fcis-14038	106	34	soft	soft	ADJ
fcis-14038	106	35	computing	computing	NOUN
fcis-14038	106	36	,	,	PUNCT
fcis-14038	106	37	2023	2023	NUM
fcis-14038	106	38	:	:	PUNCT
fcis-14038	106	39	110536	110536	NUM
fcis-14038	106	40	.	.	PUNCT
fcis-14038	107	1	[	[	X
fcis-14038	107	2	5	5	NUM
fcis-14038	107	3	]	]	PUNCT
fcis-14038	107	4	ryan	ryan	PROPN
fcis-14038	107	5	c	c	X
fcis-14038	107	6	,	,	PUNCT
fcis-14038	107	7	elrasad	elrasad	ADV
fcis-14038	107	8	a	a	PRON
fcis-14038	107	9	,	,	PUNCT
fcis-14038	107	10	shariff	shariff	PROPN
fcis-14038	107	11	w	w	PROPN
fcis-14038	107	12	,	,	PUNCT
fcis-14038	107	13	et	et	PROPN
fcis-14038	107	14	al	al	PROPN
fcis-14038	107	15	.	.	PUNCT
fcis-14038	108	1	real	real	ADJ
fcis-14038	108	2	-	-	PUNCT
fcis-14038	108	3	time	time	NOUN
fcis-14038	108	4	multi	multi	ADJ
fcis-14038	108	5	-	-	ADJ
fcis-14038	108	6	task	task	ADJ
fcis-14038	108	7	facial	facial	ADJ
fcis-14038	108	8	analytics	analytic	NOUN
fcis-14038	108	9	with	with	ADP
fcis-14038	108	10	event	event	NOUN
fcis-14038	108	11	cameras[j	cameras[j	PROPN
fcis-14038	108	12	]	]	PUNCT
fcis-14038	108	13	.	.	PUNCT
fcis-14038	109	1	ieee	ieee	NOUN
fcis-14038	109	2	access	access	NOUN
fcis-14038	109	3	,	,	PUNCT
fcis-14038	109	4	2023	2023	NUM
fcis-14038	109	5	.	.	PUNCT
fcis-14038	110	1	[	[	X
fcis-14038	110	2	6	6	NUM
fcis-14038	110	3	]	]	PUNCT
fcis-14038	110	4	morshed	morshe	VERB
fcis-14038	110	5	m	m	PROPN
fcis-14038	110	6	g	g	NOUN
fcis-14038	110	7	,	,	PUNCT
fcis-14038	110	8	sultana	sultana	PROPN
fcis-14038	110	9	t	t	PROPN
fcis-14038	110	10	,	,	PUNCT
fcis-14038	110	11	alam	alam	PROPN
fcis-14038	110	12	a	a	PROPN
fcis-14038	110	13	,	,	PUNCT
fcis-14038	110	14	et	et	PROPN
fcis-14038	110	15	al	al	PROPN
fcis-14038	110	16	.	.	PUNCT
fcis-14038	110	17	human	human	ADJ
fcis-14038	110	18	action	action	NOUN
fcis-14038	110	19	recognition	recognition	NOUN
fcis-14038	110	20	:	:	PUNCT
fcis-14038	110	21	a	a	DET
fcis-14038	110	22	taxonomy	taxonomy	NOUN
fcis-14038	110	23	-	-	PUNCT
fcis-14038	110	24	based	base	VERB
fcis-14038	110	25	survey	survey	NOUN
fcis-14038	110	26	,	,	PUNCT
fcis-14038	110	27	updates	update	NOUN
fcis-14038	110	28	,	,	PUNCT
fcis-14038	110	29	and	and	CCONJ
fcis-14038	110	30	opportunities[j	opportunities[j	NOUN
fcis-14038	110	31	]	]	PUNCT
fcis-14038	110	32	.	.	PUNCT
fcis-14038	111	1	sensors	sensor	NOUN
fcis-14038	111	2	,	,	PUNCT
fcis-14038	111	3	2023	2023	NUM
fcis-14038	111	4	,	,	PUNCT
fcis-14038	111	5	23(4	23(4	NUM
fcis-14038	111	6	):	):	PUNCT
fcis-14038	111	7	2182	2182	NUM
fcis-14038	111	8	.	.	PUNCT
fcis-14038	112	1	[	[	X
fcis-14038	112	2	7	7	X
fcis-14038	112	3	]	]	PUNCT
fcis-14038	112	4	abdulelah	abdulelah	ADP
fcis-14038	112	5	a	a	DET
fcis-14038	112	6	j	j	PROPN
fcis-14038	112	7	,	,	PUNCT
fcis-14038	112	8	al	al	PROPN
fcis-14038	112	9	-	-	PUNCT
fcis-14038	112	10	kubaisi	kubaisi	PROPN
fcis-14038	112	11	m	m	PROPN
fcis-14038	112	12	,	,	PUNCT
fcis-14038	112	13	shentaf	shentaf	VERB
fcis-14038	112	14	a	a	DET
fcis-14038	112	15	m.	m.	NOUN
fcis-14038	112	16	an	an	DET
fcis-14038	112	17	efficient	efficient	ADJ
fcis-14038	112	18	human	human	ADJ
fcis-14038	112	19	activity	activity	NOUN
fcis-14038	112	20	recognition	recognition	NOUN
fcis-14038	112	21	model	model	NOUN
fcis-14038	112	22	based	base	VERB
fcis-14038	112	23	on	on	ADP
fcis-14038	112	24	deep	deep	ADJ
fcis-14038	112	25	learning	learn	VERB
fcis-14038	112	26	approaches[j	approaches[j	PROPN
fcis-14038	112	27	]	]	PUNCT
fcis-14038	112	28	.	.	PUNCT
fcis-14038	113	1	indonesian	indonesian	ADJ
fcis-14038	113	2	journal	journal	PROPN
fcis-14038	113	3	of	of	ADP
fcis-14038	113	4	electrical	electrical	ADJ
fcis-14038	113	5	engineering	engineering	NOUN
fcis-14038	113	6	and	and	CCONJ
fcis-14038	113	7	informatics	informatics	PROPN
fcis-14038	113	8	(	(	PUNCT
fcis-14038	113	9	ijeei	ijeei	NOUN
fcis-14038	113	10	)	)	PUNCT
fcis-14038	113	11	,	,	PUNCT
fcis-14038	113	12	2022	2022	NUM
fcis-14038	113	13	,	,	PUNCT
fcis-14038	113	14	10(1	10(1	NUM
fcis-14038	113	15	):	):	PUNCT
fcis-14038	113	16	177	177	NUM
fcis-14038	113	17	-	-	SYM
fcis-14038	113	18	186	186	NUM
fcis-14038	113	19	.	.	PUNCT
fcis-14038	114	1	[	[	X
fcis-14038	114	2	8	8	NUM
fcis-14038	114	3	]	]	SYM
fcis-14038	114	4	cob	cob	NOUN
fcis-14038	114	5	-	-	PUNCT
fcis-14038	114	6	parro	parro	NOUN
fcis-14038	114	7	a	a	DET
fcis-14038	114	8	c	c	NOUN
fcis-14038	114	9	,	,	PUNCT
fcis-14038	114	10	losada	losada	PROPN
fcis-14038	114	11	-	-	PROPN
fcis-14038	114	12	gutiérrez	gutiérrez	PROPN
fcis-14038	114	13	c	c	PROPN
fcis-14038	114	14	,	,	PUNCT
fcis-14038	114	15	marrón	marrón	PROPN
fcis-14038	114	16	-	-	PUNCT
fcis-14038	114	17	romera	romera	NOUN
fcis-14038	114	18	m	m	PROPN
fcis-14038	114	19	,	,	PUNCT
fcis-14038	114	20	et	et	PROPN
fcis-14038	114	21	al	al	PROPN
fcis-14038	114	22	.	.	PUNCT
fcis-14038	115	1	a	a	DET
fcis-14038	115	2	new	new	ADJ
fcis-14038	115	3	framework	framework	NOUN
fcis-14038	115	4	for	for	ADP
fcis-14038	115	5	deep	deep	ADJ
fcis-14038	115	6	learning	learning	NOUN
fcis-14038	115	7	video	video	NOUN
fcis-14038	115	8	based	base	VERB
fcis-14038	115	9	human	human	ADJ
fcis-14038	115	10	action	action	NOUN
fcis-14038	115	11	recognition	recognition	NOUN
fcis-14038	115	12	on	on	ADP
fcis-14038	115	13	the	the	DET
fcis-14038	115	14	edge[j	edge[j	NOUN
fcis-14038	115	15	]	]	PUNCT
fcis-14038	115	16	.	.	PUNCT
fcis-14038	116	1	expert	expert	NOUN
fcis-14038	116	2	systems	system	NOUN
fcis-14038	116	3	with	with	ADP
fcis-14038	116	4	applications	application	NOUN
fcis-14038	116	5	,	,	PUNCT
fcis-14038	116	6	2023	2023	NUM
fcis-14038	116	7	:	:	PUNCT
fcis-14038	116	8	122220	122220	NUM
fcis-14038	116	9	.	.	PUNCT
fcis-14038	117	1	[	[	X
fcis-14038	117	2	9	9	NUM
fcis-14038	117	3	]	]	X
fcis-14038	117	4	zhu	zhu	PROPN
fcis-14038	117	5	s	s	X
fcis-14038	117	6	,	,	PUNCT
fcis-14038	117	7	guendel	guendel	PROPN
fcis-14038	117	8	r	r	NOUN
fcis-14038	117	9	g	g	NOUN
fcis-14038	117	10	,	,	PUNCT
fcis-14038	117	11	yarovoy	yarovoy	NOUN
fcis-14038	117	12	a	a	NOUN
fcis-14038	117	13	,	,	PUNCT
fcis-14038	117	14	et	et	PROPN
fcis-14038	117	15	al	al	PROPN
fcis-14038	117	16	.	.	PROPN
fcis-14038	118	1	continuous	continuous	ADJ
fcis-14038	118	2	human	human	ADJ
fcis-14038	118	3	activity	activity	NOUN
fcis-14038	118	4	recognition	recognition	NOUN
fcis-14038	118	5	with	with	ADP
fcis-14038	118	6	distributed	distribute	VERB
fcis-14038	118	7	radar	radar	NOUN
fcis-14038	118	8	sensor	sensor	NOUN
fcis-14038	118	9	networks	network	NOUN
fcis-14038	118	10	and	and	CCONJ
fcis-14038	118	11	cnn	cnn	PROPN
fcis-14038	118	12	–	–	PUNCT
fcis-14038	118	13	rnn	rnn	PROPN
fcis-14038	118	14	architectures[j	architectures[j	PROPN
fcis-14038	118	15	]	]	PUNCT
fcis-14038	118	16	.	.	PUNCT
fcis-14038	119	1	ieee	ieee	NOUN
fcis-14038	119	2	transactions	transaction	NOUN
fcis-14038	119	3	on	on	ADP
fcis-14038	119	4	geoscience	geoscience	NOUN
fcis-14038	119	5	and	and	CCONJ
fcis-14038	119	6	remote	remote	ADJ
fcis-14038	119	7	sensing	sensing	NOUN
fcis-14038	119	8	,	,	PUNCT
fcis-14038	119	9	2022	2022	NUM
fcis-14038	119	10	,	,	PUNCT
fcis-14038	119	11	60	60	NUM
fcis-14038	119	12	:	:	SYM
fcis-14038	119	13	1	1	NUM
fcis-14038	119	14	-	-	SYM
fcis-14038	119	15	15	15	NUM
fcis-14038	119	16	.	.	PUNCT
fcis-14038	120	1	[	[	X
fcis-14038	120	2	10	10	NUM
fcis-14038	120	3	]	]	X
fcis-14038	120	4	kulsoom	kulsoom	NOUN
fcis-14038	120	5	f	f	PROPN
fcis-14038	120	6	,	,	PUNCT
fcis-14038	120	7	narejo	narejo	PROPN
fcis-14038	120	8	s	s	PROPN
fcis-14038	120	9	,	,	PUNCT
fcis-14038	120	10	mehmood	mehmood	PROPN
fcis-14038	120	11	z	z	PROPN
fcis-14038	120	12	,	,	PUNCT
fcis-14038	120	13	et	et	PROPN
fcis-14038	120	14	al	al	PROPN
fcis-14038	120	15	.	.	PUNCT
fcis-14038	121	1	a	a	DET
fcis-14038	121	2	review	review	NOUN
fcis-14038	121	3	of	of	ADP
fcis-14038	121	4	machine	machine	NOUN
fcis-14038	121	5	learning	learning	NOUN
fcis-14038	121	6	-	-	PUNCT
fcis-14038	121	7	based	base	VERB
fcis-14038	121	8	human	human	ADJ
fcis-14038	121	9	activity	activity	NOUN
fcis-14038	121	10	recognition	recognition	NOUN
fcis-14038	121	11	for	for	ADP
fcis-14038	121	12	diverse	diverse	ADJ
fcis-14038	121	13	applications[j	applications[j	NOUN
fcis-14038	121	14	]	]	PUNCT
fcis-14038	121	15	.	.	PUNCT
fcis-14038	122	1	neural	neural	ADJ
fcis-14038	122	2	computing	computing	NOUN
fcis-14038	122	3	and	and	CCONJ
fcis-14038	122	4	applications	application	NOUN
fcis-14038	122	5	,	,	PUNCT
fcis-14038	122	6	2022	2022	NUM
fcis-14038	122	7	,	,	PUNCT
fcis-14038	122	8	34(21	34(21	NUM
fcis-14038	122	9	):	):	PUNCT
fcis-14038	122	10	18289	18289	NUM
fcis-14038	122	11	-	-	SYM
fcis-14038	122	12	18324	18324	NUM
fcis-14038	122	13	.	.	PUNCT