id	sid	tid	token	lemma	pos
fcis-25906	1	1	frontiers	frontier	NOUN
fcis-25906	1	2	in	in	ADP
fcis-25906	1	3	computing	computing	NOUN
fcis-25906	1	4	and	and	CCONJ
fcis-25906	1	5	intelligent	intelligent	ADJ
fcis-25906	1	6	systems	system	NOUN
fcis-25906	1	7	issn	issn	VERB
fcis-25906	1	8	:	:	PUNCT
fcis-25906	1	9	2832	2832	NUM
fcis-25906	1	10	-	-	SYM
fcis-25906	1	11	6024	6024	NUM
fcis-25906	1	12	|	|	NOUN
fcis-25906	1	13	vol	vol	NOUN
fcis-25906	1	14	.	.	PROPN
fcis-25906	2	1	9	9	NUM
fcis-25906	2	2	,	,	PUNCT
fcis-25906	2	3	no	no	INTJ
fcis-25906	2	4	.	.	NOUN
fcis-25906	2	5	3	3	NUM
fcis-25906	2	6	,	,	PUNCT
fcis-25906	2	7	2024	2024	NUM
fcis-25906	2	8	46	46	NUM
fcis-25906	2	9	a	a	DET
fcis-25906	2	10	review	review	NOUN
fcis-25906	2	11	of	of	ADP
fcis-25906	2	12	facial	facial	ADJ
fcis-25906	2	13	micro	micro	ADJ
fcis-25906	2	14	expression	expression	NOUN
fcis-25906	2	15	recognition	recognition	PROPN
fcis-25906	2	16	yali	yali	PROPN
fcis-25906	2	17	yu	yu	PROPN
fcis-25906	2	18	,	,	PUNCT
fcis-25906	2	19	zonghou	zonghou	PROPN
fcis-25906	2	20	huang	huang	PROPN
fcis-25906	2	21	and	and	CCONJ
fcis-25906	2	22	jinchan	jinchan	PROPN
fcis-25906	2	23	liang	liang	PROPN
fcis-25906	2	24	guangdong	guangdong	PROPN
fcis-25906	2	25	university	university	PROPN
fcis-25906	2	26	of	of	ADP
fcis-25906	2	27	science	science	NOUN
fcis-25906	2	28	and	and	CCONJ
fcis-25906	2	29	technology	technology	NOUN
fcis-25906	2	30	,	,	PUNCT
fcis-25906	2	31	dongguan	dongguan	PROPN
fcis-25906	2	32	guangdong	guangdong	PROPN
fcis-25906	2	33	,	,	PUNCT
fcis-25906	2	34	523668	523668	NUM
fcis-25906	2	35	,	,	PUNCT
fcis-25906	2	36	china	china	PROPN
fcis-25906	2	37	abstract	abstract	NOUN
fcis-25906	2	38	:	:	PUNCT
fcis-25906	2	39	with	with	ADP
fcis-25906	2	40	facial	facial	ADJ
fcis-25906	2	41	expression	expression	NOUN
fcis-25906	2	42	recognition	recognition	NOUN
fcis-25906	2	43	gradually	gradually	ADV
fcis-25906	2	44	becoming	become	VERB
fcis-25906	2	45	a	a	DET
fcis-25906	2	46	hot	hot	ADJ
fcis-25906	2	47	topic	topic	NOUN
fcis-25906	2	48	in	in	ADP
fcis-25906	2	49	the	the	DET
fcis-25906	2	50	fields	field	NOUN
fcis-25906	2	51	of	of	ADP
fcis-25906	2	52	image	image	NOUN
fcis-25906	2	53	processing	processing	NOUN
fcis-25906	2	54	and	and	CCONJ
fcis-25906	2	55	artificial	artificial	ADJ
fcis-25906	2	56	intelligence	intelligence	NOUN
fcis-25906	2	57	research	research	NOUN
fcis-25906	2	58	,	,	PUNCT
fcis-25906	2	59	more	more	ADJ
fcis-25906	2	60	and	and	CCONJ
fcis-25906	2	61	more	more	ADJ
fcis-25906	2	62	scholars	scholar	NOUN
fcis-25906	2	63	are	be	AUX
fcis-25906	2	64	paying	pay	VERB
fcis-25906	2	65	attention	attention	NOUN
fcis-25906	2	66	to	to	ADP
fcis-25906	2	67	the	the	DET
fcis-25906	2	68	fact	fact	NOUN
fcis-25906	2	69	that	that	SCONJ
fcis-25906	2	70	the	the	DET
fcis-25906	2	71	micro	micro	ADJ
fcis-25906	2	72	expressions	expression	NOUN
fcis-25906	2	73	instantly	instantly	ADV
fcis-25906	2	74	revealed	reveal	VERB
fcis-25906	2	75	on	on	ADP
fcis-25906	2	76	the	the	DET
fcis-25906	2	77	face	face	NOUN
fcis-25906	2	78	can	can	AUX
fcis-25906	2	79	better	well	ADV
fcis-25906	2	80	reflect	reflect	VERB
fcis-25906	2	81	human	human	ADJ
fcis-25906	2	82	inner	inner	ADJ
fcis-25906	2	83	emotions	emotion	NOUN
fcis-25906	2	84	and	and	CCONJ
fcis-25906	2	85	thoughts	thought	NOUN
fcis-25906	2	86	.	.	PUNCT
fcis-25906	3	1	in	in	ADP
fcis-25906	3	2	this	this	DET
fcis-25906	3	3	paper	paper	NOUN
fcis-25906	3	4	,	,	PUNCT
fcis-25906	3	5	firstly	firstly	ADV
fcis-25906	3	6	,	,	PUNCT
fcis-25906	3	7	the	the	DET
fcis-25906	3	8	research	research	NOUN
fcis-25906	3	9	status	status	NOUN
fcis-25906	3	10	of	of	ADP
fcis-25906	3	11	micro	micro	ADJ
fcis-25906	3	12	expression	expression	NOUN
fcis-25906	3	13	and	and	CCONJ
fcis-25906	3	14	the	the	DET
fcis-25906	3	15	commonly	commonly	ADV
fcis-25906	3	16	used	use	VERB
fcis-25906	3	17	micro	micro	NOUN
fcis-25906	3	18	expression	expression	NOUN
fcis-25906	3	19	datasets	dataset	NOUN
fcis-25906	3	20	are	be	AUX
fcis-25906	3	21	described	describe	VERB
fcis-25906	3	22	,	,	PUNCT
fcis-25906	3	23	and	and	CCONJ
fcis-25906	3	24	the	the	DET
fcis-25906	3	25	advantages	advantage	NOUN
fcis-25906	3	26	and	and	CCONJ
fcis-25906	3	27	disadvantages	disadvantage	NOUN
fcis-25906	3	28	of	of	ADP
fcis-25906	3	29	each	each	DET
fcis-25906	3	30	dataset	dataset	NOUN
fcis-25906	3	31	are	be	AUX
fcis-25906	3	32	analyzed	analyze	VERB
fcis-25906	3	33	.	.	PUNCT
fcis-25906	4	1	then	then	ADV
fcis-25906	4	2	the	the	DET
fcis-25906	4	3	feature	feature	NOUN
fcis-25906	4	4	extraction	extraction	NOUN
fcis-25906	4	5	of	of	ADP
fcis-25906	4	6	micro	micro	ADJ
fcis-25906	4	7	expression	expression	NOUN
fcis-25906	4	8	is	be	AUX
fcis-25906	4	9	analyzed	analyze	VERB
fcis-25906	4	10	from	from	ADP
fcis-25906	4	11	the	the	DET
fcis-25906	4	12	two	two	NUM
fcis-25906	4	13	algorithms	algorithm	NOUN
fcis-25906	4	14	.	.	PUNCT
fcis-25906	5	1	finally	finally	ADV
fcis-25906	5	2	,	,	PUNCT
fcis-25906	5	3	the	the	DET
fcis-25906	5	4	application	application	NOUN
fcis-25906	5	5	fields	field	NOUN
fcis-25906	5	6	of	of	ADP
fcis-25906	5	7	micro	micro	ADJ
fcis-25906	5	8	expression	expression	NOUN
fcis-25906	5	9	research	research	NOUN
fcis-25906	5	10	and	and	CCONJ
fcis-25906	5	11	the	the	DET
fcis-25906	5	12	challenges	challenge	NOUN
fcis-25906	5	13	facing	face	VERB
fcis-25906	5	14	the	the	DET
fcis-25906	5	15	future	future	ADJ
fcis-25906	5	16	development	development	NOUN
fcis-25906	5	17	are	be	AUX
fcis-25906	5	18	discussed	discuss	VERB
fcis-25906	5	19	.	.	PUNCT
fcis-25906	6	1	keywords	keyword	NOUN
fcis-25906	6	2	:	:	PUNCT
fcis-25906	6	3	micro	micro	ADJ
fcis-25906	6	4	expressions	expression	NOUN
fcis-25906	6	5	;	;	PUNCT
fcis-25906	6	6	feature	feature	NOUN
fcis-25906	6	7	extraction	extraction	NOUN
fcis-25906	6	8	;	;	PUNCT
fcis-25906	6	9	image	image	NOUN
fcis-25906	6	10	processing	processing	NOUN
fcis-25906	6	11	.	.	PUNCT
fcis-25906	7	1	1	1	X
fcis-25906	7	2	.	.	X
fcis-25906	7	3	introduction	introduction	NOUN
fcis-25906	7	4	facial	facial	ADJ
fcis-25906	7	5	expressions	expression	NOUN
fcis-25906	7	6	are	be	AUX
fcis-25906	7	7	one	one	NUM
fcis-25906	7	8	of	of	ADP
fcis-25906	7	9	the	the	DET
fcis-25906	7	10	common	common	ADJ
fcis-25906	7	11	ways	way	NOUN
fcis-25906	7	12	for	for	SCONJ
fcis-25906	7	13	humans	human	NOUN
fcis-25906	7	14	to	to	PART
fcis-25906	7	15	express	express	VERB
fcis-25906	7	16	emotions	emotion	NOUN
fcis-25906	7	17	in	in	ADP
fcis-25906	7	18	daily	daily	ADJ
fcis-25906	7	19	communication	communication	NOUN
fcis-25906	7	20	.	.	PUNCT
fcis-25906	8	1	during	during	ADP
fcis-25906	8	2	communication	communication	NOUN
fcis-25906	8	3	,	,	PUNCT
fcis-25906	8	4	people	people	NOUN
fcis-25906	8	5	can	can	AUX
fcis-25906	8	6	express	express	VERB
fcis-25906	8	7	their	their	PRON
fcis-25906	8	8	inner	inner	ADJ
fcis-25906	8	9	thoughts	thought	NOUN
fcis-25906	8	10	and	and	CCONJ
fcis-25906	8	11	feelings	feeling	NOUN
fcis-25906	8	12	to	to	ADP
fcis-25906	8	13	the	the	DET
fcis-25906	8	14	other	other	ADJ
fcis-25906	8	15	person	person	NOUN
fcis-25906	8	16	through	through	ADP
fcis-25906	8	17	some	some	DET
fcis-25906	8	18	facial	facial	ADJ
fcis-25906	8	19	expressions	expression	NOUN
fcis-25906	8	20	and	and	CCONJ
fcis-25906	8	21	actions	action	NOUN
fcis-25906	8	22	.	.	PUNCT
fcis-25906	9	1	in	in	ADP
fcis-25906	9	2	different	different	ADJ
fcis-25906	9	3	facial	facial	ADJ
fcis-25906	9	4	expressions	expression	NOUN
fcis-25906	9	5	,	,	PUNCT
fcis-25906	9	6	facial	facial	ADJ
fcis-25906	9	7	muscles	muscle	NOUN
fcis-25906	9	8	have	have	VERB
fcis-25906	9	9	different	different	ADJ
fcis-25906	9	10	states	state	NOUN
fcis-25906	9	11	and	and	CCONJ
fcis-25906	9	12	can	can	AUX
fcis-25906	9	13	reveal	reveal	VERB
fcis-25906	9	14	different	different	ADJ
fcis-25906	9	15	information	information	NOUN
fcis-25906	9	16	.	.	PUNCT
fcis-25906	10	1	with	with	ADP
fcis-25906	10	2	the	the	DET
fcis-25906	10	3	rapid	rapid	ADJ
fcis-25906	10	4	development	development	NOUN
fcis-25906	10	5	of	of	ADP
fcis-25906	10	6	artificial	artificial	ADJ
fcis-25906	10	7	intelligence	intelligence	NOUN
fcis-25906	10	8	and	and	CCONJ
fcis-25906	10	9	the	the	DET
fcis-25906	10	10	application	application	NOUN
fcis-25906	10	11	of	of	ADP
fcis-25906	10	12	deep	deep	ADJ
fcis-25906	10	13	learning	learning	NOUN
fcis-25906	10	14	algorithms	algorithm	NOUN
fcis-25906	10	15	in	in	ADP
fcis-25906	10	16	recent	recent	ADJ
fcis-25906	10	17	years	year	NOUN
fcis-25906	10	18	,	,	PUNCT
fcis-25906	10	19	research	research	NOUN
fcis-25906	10	20	on	on	ADP
fcis-25906	10	21	facial	facial	ADJ
fcis-25906	10	22	expression	expression	NOUN
fcis-25906	10	23	recognition	recognition	NOUN
fcis-25906	10	24	has	have	AUX
fcis-25906	10	25	achieved	achieve	VERB
fcis-25906	10	26	remarkable	remarkable	ADJ
fcis-25906	10	27	results	result	NOUN
fcis-25906	10	28	,	,	PUNCT
fcis-25906	10	29	and	and	CCONJ
fcis-25906	10	30	subtle	subtle	ADJ
fcis-25906	10	31	changes	change	NOUN
fcis-25906	10	32	in	in	ADP
fcis-25906	10	33	muscles	muscle	NOUN
fcis-25906	10	34	and	and	CCONJ
fcis-25906	10	35	instant	instant	ADJ
fcis-25906	10	36	expressions	expression	NOUN
fcis-25906	10	37	have	have	AUX
fcis-25906	10	38	aroused	arouse	VERB
fcis-25906	10	39	scholars	scholar	NOUN
fcis-25906	10	40	'	'	PART
fcis-25906	10	41	research	research	NOUN
fcis-25906	10	42	interest	interest	NOUN
fcis-25906	10	43	.	.	PUNCT
fcis-25906	11	1	there	there	PRON
fcis-25906	11	2	are	be	VERB
fcis-25906	11	3	many	many	ADJ
fcis-25906	11	4	differences	difference	NOUN
fcis-25906	11	5	between	between	ADP
fcis-25906	11	6	micro	micro	ADJ
fcis-25906	11	7	expressions	expression	NOUN
fcis-25906	11	8	and	and	CCONJ
fcis-25906	11	9	macro	macro	ADJ
fcis-25906	11	10	facial	facial	ADJ
fcis-25906	11	11	expressions	expression	NOUN
fcis-25906	11	12	.	.	PUNCT
fcis-25906	12	1	micro	micro	ADJ
fcis-25906	12	2	expressions	expression	NOUN
fcis-25906	12	3	last	last	ADJ
fcis-25906	12	4	for	for	ADP
fcis-25906	12	5	only	only	ADV
fcis-25906	12	6	1/25	1/25	NUM
fcis-25906	12	7	of	of	ADP
fcis-25906	12	8	a	a	DET
fcis-25906	12	9	second	second	NOUN
fcis-25906	12	10	,	,	PUNCT
fcis-25906	12	11	with	with	ADP
fcis-25906	12	12	weak	weak	ADJ
fcis-25906	12	13	changes	change	NOUN
fcis-25906	12	14	and	and	CCONJ
fcis-25906	12	15	small	small	ADJ
fcis-25906	12	16	muscle	muscle	NOUN
fcis-25906	12	17	movement	movement	NOUN
fcis-25906	12	18	areas	area	NOUN
fcis-25906	12	19	[	[	X
fcis-25906	12	20	1	1	NUM
fcis-25906	12	21	]	]	PUNCT
fcis-25906	12	22	.	.	PUNCT
fcis-25906	13	1	however	however	ADV
fcis-25906	13	2	,	,	PUNCT
fcis-25906	13	3	these	these	DET
fcis-25906	13	4	fleeting	fleeting	ADJ
fcis-25906	13	5	expressions	expression	NOUN
fcis-25906	13	6	can	can	AUX
fcis-25906	13	7	better	well	ADV
fcis-25906	13	8	reveal	reveal	VERB
fcis-25906	13	9	people	people	NOUN
fcis-25906	13	10	's	's	PART
fcis-25906	13	11	true	true	ADJ
fcis-25906	13	12	feelings	feeling	NOUN
fcis-25906	13	13	and	and	CCONJ
fcis-25906	13	14	emotions	emotion	NOUN
fcis-25906	13	15	deep	deep	ADV
fcis-25906	13	16	inside	inside	ADV
fcis-25906	13	17	.	.	PUNCT
fcis-25906	14	1	micro	micro	ADJ
fcis-25906	14	2	expressions	expression	NOUN
fcis-25906	14	3	are	be	AUX
fcis-25906	14	4	usually	usually	ADV
fcis-25906	14	5	spontaneous	spontaneous	ADJ
fcis-25906	14	6	and	and	CCONJ
fcis-25906	14	7	subconscious	subconscious	ADJ
fcis-25906	14	8	,	,	PUNCT
fcis-25906	14	9	and	and	CCONJ
fcis-25906	14	10	it	it	PRON
fcis-25906	14	11	is	be	AUX
fcis-25906	14	12	difficult	difficult	ADJ
fcis-25906	14	13	for	for	SCONJ
fcis-25906	14	14	humans	human	NOUN
fcis-25906	14	15	to	to	PART
fcis-25906	14	16	disguise	disguise	VERB
fcis-25906	14	17	and	and	CCONJ
fcis-25906	14	18	control	control	VERB
fcis-25906	14	19	the	the	DET
fcis-25906	14	20	expression	expression	NOUN
fcis-25906	14	21	of	of	ADP
fcis-25906	14	22	these	these	DET
fcis-25906	14	23	emotions	emotion	NOUN
fcis-25906	15	1	[	[	X
fcis-25906	15	2	2	2	NUM
fcis-25906	15	3	]	]	PUNCT
fcis-25906	15	4	.	.	PUNCT
fcis-25906	16	1	these	these	DET
fcis-25906	16	2	micro	micro	ADJ
fcis-25906	16	3	expressions	expression	NOUN
fcis-25906	16	4	that	that	PRON
fcis-25906	16	5	last	last	VERB
fcis-25906	16	6	for	for	ADP
fcis-25906	16	7	a	a	DET
fcis-25906	16	8	short	short	ADJ
fcis-25906	16	9	period	period	NOUN
fcis-25906	16	10	of	of	ADP
fcis-25906	16	11	time	time	NOUN
fcis-25906	16	12	often	often	ADV
fcis-25906	16	13	flash	flash	VERB
fcis-25906	16	14	by	by	ADP
fcis-25906	16	15	suddenly	suddenly	ADV
fcis-25906	16	16	,	,	PUNCT
fcis-25906	16	17	and	and	CCONJ
fcis-25906	16	18	sometimes	sometimes	ADV
fcis-25906	16	19	express	express	VERB
fcis-25906	16	20	emotions	emotion	NOUN
fcis-25906	16	21	opposite	opposite	ADJ
fcis-25906	16	22	to	to	ADP
fcis-25906	16	23	those	those	PRON
fcis-25906	16	24	in	in	ADP
fcis-25906	16	25	the	the	DET
fcis-25906	16	26	heart	heart	NOUN
fcis-25906	16	27	.	.	PUNCT
fcis-25906	17	1	therefore	therefore	ADV
fcis-25906	17	2	,	,	PUNCT
fcis-25906	17	3	it	it	PRON
fcis-25906	17	4	is	be	AUX
fcis-25906	17	5	difficult	difficult	ADJ
fcis-25906	17	6	for	for	SCONJ
fcis-25906	17	7	people	people	NOUN
fcis-25906	17	8	to	to	PART
fcis-25906	17	9	recognize	recognize	VERB
fcis-25906	17	10	micro	micro	ADJ
fcis-25906	17	11	expressions	expression	NOUN
fcis-25906	17	12	with	with	ADP
fcis-25906	17	13	the	the	DET
fcis-25906	17	14	naked	naked	ADJ
fcis-25906	17	15	eye	eye	NOUN
fcis-25906	17	16	and	and	CCONJ
fcis-25906	17	17	the	the	DET
fcis-25906	17	18	accuracy	accuracy	NOUN
fcis-25906	17	19	is	be	AUX
fcis-25906	17	20	very	very	ADV
fcis-25906	17	21	low	low	ADJ
fcis-25906	17	22	.	.	PUNCT
fcis-25906	18	1	deep	deep	ADJ
fcis-25906	18	2	learning	learn	VERB
fcis-25906	18	3	algorithms	algorithm	NOUN
fcis-25906	18	4	and	and	CCONJ
fcis-25906	18	5	deep	deep	ADJ
fcis-25906	18	6	neural	neural	ADJ
fcis-25906	18	7	network	network	NOUN
fcis-25906	18	8	models	model	NOUN
fcis-25906	18	9	are	be	AUX
fcis-25906	18	10	needed	need	VERB
fcis-25906	18	11	to	to	PART
fcis-25906	18	12	improve	improve	VERB
fcis-25906	18	13	the	the	DET
fcis-25906	18	14	accuracy	accuracy	NOUN
fcis-25906	18	15	of	of	ADP
fcis-25906	18	16	recognizing	recognize	VERB
fcis-25906	18	17	micro	micro	NOUN
fcis-25906	18	18	expressions	expression	NOUN
fcis-25906	18	19	.	.	PUNCT
fcis-25906	19	1	the	the	DET
fcis-25906	19	2	development	development	NOUN
fcis-25906	19	3	history	history	NOUN
fcis-25906	19	4	of	of	ADP
fcis-25906	19	5	micro	micro	ADJ
fcis-25906	19	6	expressions	expression	NOUN
fcis-25906	19	7	can	can	AUX
fcis-25906	19	8	be	be	AUX
fcis-25906	19	9	traced	trace	VERB
fcis-25906	19	10	back	back	ADV
fcis-25906	19	11	to	to	ADP
fcis-25906	19	12	1969	1969	NUM
fcis-25906	19	13	,	,	PUNCT
fcis-25906	19	14	when	when	SCONJ
fcis-25906	19	15	ekman	ekman	PROPN
fcis-25906	19	16	[	[	X
fcis-25906	19	17	3	3	X
fcis-25906	19	18	]	]	PUNCT
fcis-25906	19	19	and	and	CCONJ
fcis-25906	19	20	team	team	NOUN
fcis-25906	19	21	members	member	NOUN
fcis-25906	19	22	discovered	discover	VERB
fcis-25906	19	23	in	in	ADP
fcis-25906	19	24	a	a	DET
fcis-25906	19	25	video	video	NOUN
fcis-25906	19	26	of	of	ADP
fcis-25906	19	27	a	a	DET
fcis-25906	19	28	psychologist	psychologist	NOUN
fcis-25906	19	29	talking	talk	VERB
fcis-25906	19	30	to	to	ADP
fcis-25906	19	31	a	a	DET
fcis-25906	19	32	patient	patient	NOUN
fcis-25906	19	33	with	with	ADP
fcis-25906	19	34	depression	depression	NOUN
fcis-25906	19	35	that	that	SCONJ
fcis-25906	19	36	the	the	DET
fcis-25906	19	37	patient	patient	NOUN
fcis-25906	19	38	attempted	attempt	VERB
fcis-25906	19	39	to	to	PART
fcis-25906	19	40	conceal	conceal	VERB
fcis-25906	19	41	their	their	PRON
fcis-25906	19	42	suicidal	suicidal	ADJ
fcis-25906	19	43	thoughts	thought	NOUN
fcis-25906	19	44	by	by	ADP
fcis-25906	19	45	using	use	VERB
fcis-25906	19	46	a	a	DET
fcis-25906	19	47	positive	positive	ADJ
fcis-25906	19	48	emotional	emotional	ADJ
fcis-25906	19	49	state	state	NOUN
fcis-25906	19	50	.	.	PUNCT
fcis-25906	20	1	through	through	ADP
fcis-25906	20	2	repeated	repeat	VERB
fcis-25906	20	3	research	research	NOUN
fcis-25906	20	4	on	on	ADP
fcis-25906	20	5	the	the	DET
fcis-25906	20	6	video	video	NOUN
fcis-25906	20	7	,	,	PUNCT
fcis-25906	20	8	ekman	ekman	PROPN
fcis-25906	20	9	's	's	PART
fcis-25906	20	10	team	team	NOUN
fcis-25906	20	11	found	find	VERB
fcis-25906	20	12	that	that	SCONJ
fcis-25906	20	13	there	there	PRON
fcis-25906	20	14	were	be	VERB
fcis-25906	20	15	several	several	ADJ
fcis-25906	20	16	frames	frame	NOUN
fcis-25906	20	17	in	in	ADP
fcis-25906	20	18	the	the	DET
fcis-25906	20	19	video	video	NOUN
fcis-25906	20	20	where	where	SCONJ
fcis-25906	20	21	the	the	DET
fcis-25906	20	22	patient	patient	NOUN
fcis-25906	20	23	's	's	PART
fcis-25906	20	24	face	face	NOUN
fcis-25906	20	25	showed	show	VERB
fcis-25906	20	26	very	very	ADV
fcis-25906	20	27	faint	faint	ADJ
fcis-25906	20	28	expressions	expression	NOUN
fcis-25906	20	29	of	of	ADP
fcis-25906	20	30	pain	pain	NOUN
fcis-25906	20	31	.	.	PUNCT
fcis-25906	21	1	this	this	DET
fcis-25906	21	2	brief	brief	ADJ
fcis-25906	21	3	and	and	CCONJ
fcis-25906	21	4	imperceptible	imperceptible	ADJ
fcis-25906	21	5	emotion	emotion	NOUN
fcis-25906	21	6	is	be	AUX
fcis-25906	21	7	called	call	VERB
fcis-25906	21	8	a	a	DET
fcis-25906	21	9	micro	micro	ADJ
fcis-25906	21	10	expression	expression	NOUN
fcis-25906	21	11	,	,	PUNCT
fcis-25906	21	12	which	which	PRON
fcis-25906	21	13	is	be	AUX
fcis-25906	21	14	the	the	DET
fcis-25906	21	15	true	true	ADJ
fcis-25906	21	16	expression	expression	NOUN
fcis-25906	21	17	of	of	ADP
fcis-25906	21	18	the	the	DET
fcis-25906	21	19	patient	patient	NOUN
fcis-25906	21	20	's	's	PART
fcis-25906	21	21	inner	inner	ADJ
fcis-25906	21	22	emotions	emotion	NOUN
fcis-25906	21	23	.	.	PUNCT
fcis-25906	22	1	in	in	ADP
fcis-25906	22	2	2002	2002	NUM
fcis-25906	22	3	,	,	PUNCT
fcis-25906	22	4	ekman	ekman	PROPN
fcis-25906	22	5	et	et	PROPN
fcis-25906	22	6	al	al	PROPN
fcis-25906	22	7	.	.	PROPN
fcis-25906	22	8	developed	develop	VERB
fcis-25906	22	9	a	a	DET
fcis-25906	22	10	micro	micro	ADJ
fcis-25906	22	11	expression	expression	NOUN
fcis-25906	22	12	recognition	recognition	NOUN
fcis-25906	22	13	tool	tool	NOUN
fcis-25906	22	14	called	call	VERB
fcis-25906	22	15	mett	mett	PROPN
fcis-25906	22	16	(	(	PUNCT
fcis-25906	22	17	micro	micro	ADJ
fcis-25906	22	18	expression	expression	NOUN
fcis-25906	22	19	training	training	NOUN
fcis-25906	22	20	tool	tool	NOUN
fcis-25906	22	21	)	)	PUNCT
fcis-25906	23	1	[	[	X
fcis-25906	23	2	4,5	4,5	NUM
fcis-25906	23	3	]	]	PUNCT
fcis-25906	23	4	,	,	PUNCT
fcis-25906	23	5	which	which	PRON
fcis-25906	23	6	aims	aim	VERB
fcis-25906	23	7	to	to	PART
fcis-25906	23	8	help	help	VERB
fcis-25906	23	9	people	people	NOUN
fcis-25906	23	10	recognize	recognize	VERB
fcis-25906	23	11	and	and	CCONJ
fcis-25906	23	12	understand	understand	VERB
fcis-25906	23	13	micro	micro	ADJ
fcis-25906	23	14	expressions	expression	NOUN
fcis-25906	23	15	.	.	PUNCT
fcis-25906	24	1	in	in	ADP
fcis-25906	24	2	addition	addition	NOUN
fcis-25906	24	3	,	,	PUNCT
fcis-25906	24	4	ekman	ekman	NOUN
fcis-25906	24	5	and	and	CCONJ
fcis-25906	24	6	his	his	PRON
fcis-25906	24	7	research	research	NOUN
fcis-25906	24	8	team	team	NOUN
fcis-25906	24	9	also	also	ADV
fcis-25906	24	10	designed	design	VERB
fcis-25906	24	11	a	a	DET
fcis-25906	24	12	facial	facial	ADJ
fcis-25906	24	13	action	action	NOUN
fcis-25906	24	14	coding	code	VERB
fcis-25906	24	15	system	system	NOUN
fcis-25906	24	16	(	(	PUNCT
fcis-25906	24	17	facs	fac	NOUN
fcis-25906	24	18	)	)	PUNCT
fcis-25906	24	19	through	through	ADP
fcis-25906	24	20	indepth	indepth	ADJ
fcis-25906	24	21	research	research	NOUN
fcis-25906	24	22	.	.	PUNCT
fcis-25906	25	1	the	the	DET
fcis-25906	25	2	system	system	NOUN
fcis-25906	25	3	divides	divide	VERB
fcis-25906	25	4	the	the	DET
fcis-25906	25	5	face	face	NOUN
fcis-25906	25	6	into	into	ADP
fcis-25906	25	7	several	several	ADJ
fcis-25906	25	8	independent	independent	ADJ
fcis-25906	25	9	and	and	CCONJ
fcis-25906	25	10	interconnected	interconnected	ADJ
fcis-25906	25	11	motion	motion	NOUN
fcis-25906	25	12	units	unit	NOUN
fcis-25906	25	13	(	(	PUNCT
fcis-25906	25	14	au	au	PROPN
fcis-25906	25	15	)	)	PUNCT
fcis-25906	25	16	based	base	VERB
fcis-25906	25	17	on	on	ADP
fcis-25906	25	18	its	its	PRON
fcis-25906	25	19	anatomical	anatomical	ADJ
fcis-25906	25	20	characteristics	characteristic	NOUN
fcis-25906	25	21	,	,	PUNCT
fcis-25906	25	22	and	and	CCONJ
fcis-25906	25	23	analyzes	analyze	VERB
fcis-25906	25	24	the	the	DET
fcis-25906	25	25	motion	motion	NOUN
fcis-25906	25	26	characteristics	characteristic	NOUN
fcis-25906	25	27	of	of	ADP
fcis-25906	25	28	these	these	DET
fcis-25906	25	29	motion	motion	NOUN
fcis-25906	25	30	units	unit	NOUN
fcis-25906	25	31	,	,	PUNCT
fcis-25906	25	32	the	the	DET
fcis-25906	25	33	main	main	ADJ
fcis-25906	25	34	regions	region	NOUN
fcis-25906	25	35	they	they	PRON
fcis-25906	25	36	control	control	VERB
fcis-25906	25	37	,	,	PUNCT
fcis-25906	25	38	and	and	CCONJ
fcis-25906	25	39	the	the	DET
fcis-25906	25	40	expressions	expression	NOUN
fcis-25906	25	41	related	relate	VERB
fcis-25906	25	42	to	to	ADP
fcis-25906	25	43	them	they	PRON
fcis-25906	25	44	.	.	PUNCT
fcis-25906	26	1	additionally	additionally	ADV
fcis-25906	26	2	,	,	PUNCT
fcis-25906	26	3	each	each	DET
fcis-25906	26	4	individual	individual	NOUN
fcis-25906	26	5	au	au	VERB
fcis-25906	26	6	is	be	AUX
fcis-25906	26	7	associated	associate	VERB
fcis-25906	26	8	with	with	ADP
fcis-25906	26	9	one	one	NUM
fcis-25906	26	10	or	or	CCONJ
fcis-25906	26	11	more	more	ADJ
fcis-25906	26	12	local	local	ADJ
fcis-25906	26	13	muscles	muscle	NOUN
fcis-25906	26	14	,	,	PUNCT
fcis-25906	26	15	and	and	CCONJ
fcis-25906	26	16	the	the	DET
fcis-25906	26	17	corresponding	corresponding	ADJ
fcis-25906	26	18	muscle	muscle	NOUN
fcis-25906	26	19	movements	movement	NOUN
fcis-25906	26	20	can	can	AUX
fcis-25906	26	21	be	be	AUX
fcis-25906	26	22	represented	represent	VERB
fcis-25906	26	23	using	use	VERB
fcis-25906	26	24	au	au	ADV
fcis-25906	26	25	encoding	encode	VERB
fcis-25906	26	26	[	[	X
fcis-25906	26	27	6,7	6,7	NUM
fcis-25906	26	28	]	]	PUNCT
fcis-25906	26	29	.	.	PUNCT
fcis-25906	27	1	zhang	zhang	PROPN
fcis-25906	27	2	yanliang	yanliang	PROPN
fcis-25906	27	3	et	et	PROPN
fcis-25906	27	4	al	al	PROPN
fcis-25906	27	5	.	.	PROPN
fcis-25906	27	6	proposed	propose	VERB
fcis-25906	27	7	a	a	DET
fcis-25906	27	8	local	local	ADJ
fcis-25906	27	9	region	region	NOUN
fcis-25906	27	10	partitioning	partitioning	NOUN
fcis-25906	27	11	and	and	CCONJ
fcis-25906	27	12	analysis	analysis	NOUN
fcis-25906	27	13	method	method	NOUN
fcis-25906	27	14	,	,	PUNCT
fcis-25906	27	15	which	which	PRON
fcis-25906	27	16	determines	determine	VERB
fcis-25906	27	17	the	the	DET
fcis-25906	27	18	most	most	ADV
fcis-25906	27	19	important	important	ADJ
fcis-25906	27	20	local	local	ADJ
fcis-25906	27	21	regions	region	NOUN
fcis-25906	27	22	of	of	ADP
fcis-25906	27	23	the	the	DET
fcis-25906	27	24	face	face	NOUN
fcis-25906	27	25	based	base	VERB
fcis-25906	27	26	on	on	ADP
fcis-25906	27	27	facial	facial	ADJ
fcis-25906	27	28	action	action	NOUN
fcis-25906	27	29	units	unit	NOUN
fcis-25906	27	30	,	,	PUNCT
fcis-25906	27	31	and	and	CCONJ
fcis-25906	27	32	then	then	ADV
fcis-25906	27	33	extracts	extract	VERB
fcis-25906	27	34	spatiotemporal	spatiotemporal	ADJ
fcis-25906	27	35	pattern	pattern	NOUN
fcis-25906	27	36	features	feature	NOUN
fcis-25906	27	37	of	of	ADP
fcis-25906	27	38	each	each	DET
fcis-25906	27	39	region	region	NOUN
fcis-25906	27	40	for	for	ADP
fcis-25906	27	41	expression	expression	NOUN
fcis-25906	27	42	analysis	analysis	NOUN
fcis-25906	27	43	,	,	PUNCT
fcis-25906	27	44	discovering	discover	VERB
fcis-25906	27	45	the	the	DET
fcis-25906	27	46	correlation	correlation	NOUN
fcis-25906	27	47	between	between	ADP
fcis-25906	27	48	various	various	ADJ
fcis-25906	27	49	micro	micro	ADJ
fcis-25906	27	50	expressions	expression	NOUN
fcis-25906	27	51	and	and	CCONJ
fcis-25906	27	52	facial	facial	ADJ
fcis-25906	27	53	regions	region	NOUN
fcis-25906	27	54	[	[	X
fcis-25906	27	55	8	8	NUM
fcis-25906	27	56	]	]	PUNCT
fcis-25906	27	57	.	.	PUNCT
fcis-25906	28	1	yu	yu	PROPN
fcis-25906	28	2	yang	yang	PROPN
fcis-25906	28	3	et	et	PROPN
fcis-25906	28	4	al	al	PROPN
fcis-25906	28	5	.	.	PROPN
fcis-25906	28	6	proposed	propose	VERB
fcis-25906	28	7	a	a	DET
fcis-25906	28	8	micro	micro	ADJ
fcis-25906	28	9	expression	expression	NOUN
fcis-25906	28	10	detection	detection	NOUN
fcis-25906	28	11	method	method	NOUN
fcis-25906	28	12	based	base	VERB
fcis-25906	28	13	on	on	ADP
fcis-25906	28	14	a	a	DET
fcis-25906	28	15	multi	multi	ADJ
fcis-25906	28	16	-	-	ADJ
fcis-25906	28	17	scale	scale	ADJ
fcis-25906	28	18	spatiotemporal	spatiotemporal	ADJ
fcis-25906	28	19	attention	attention	NOUN
fcis-25906	28	20	network	network	NOUN
fcis-25906	28	21	to	to	PART
fcis-25906	28	22	prevent	prevent	VERB
fcis-25906	28	23	feature	feature	NOUN
fcis-25906	28	24	distortion	distortion	NOUN
fcis-25906	28	25	when	when	SCONJ
fcis-25906	28	26	extracting	extract	VERB
fcis-25906	28	27	temporal	temporal	ADJ
fcis-25906	28	28	features	feature	NOUN
fcis-25906	28	29	and	and	CCONJ
fcis-25906	28	30	maintain	maintain	VERB
fcis-25906	28	31	the	the	DET
fcis-25906	28	32	original	original	ADJ
fcis-25906	28	33	temporal	temporal	ADJ
fcis-25906	28	34	relationship	relationship	NOUN
fcis-25906	28	35	during	during	ADP
fcis-25906	28	36	spatial	spatial	ADJ
fcis-25906	28	37	processing	processing	NOUN
fcis-25906	28	38	.	.	PUNCT
fcis-25906	29	1	the	the	DET
fcis-25906	29	2	method	method	NOUN
fcis-25906	29	3	uses	use	VERB
fcis-25906	29	4	a	a	DET
fcis-25906	29	5	three	three	NUM
fcis-25906	29	6	-	-	PUNCT
fcis-25906	29	7	dimensional	dimensional	ADJ
fcis-25906	29	8	convolutional	convolutional	ADJ
fcis-25906	29	9	neural	neural	ADJ
fcis-25906	29	10	network	network	NOUN
fcis-25906	29	11	(	(	PUNCT
fcis-25906	29	12	3dcnn	3dcnn	NUM
fcis-25906	29	13	)	)	PUNCT
fcis-25906	29	14	to	to	PART
fcis-25906	29	15	extract	extract	VERB
fcis-25906	29	16	multi	multi	ADJ
fcis-25906	29	17	-	-	ADJ
fcis-25906	29	18	scale	scale	ADJ
fcis-25906	29	19	spatiotemporal	spatiotemporal	ADJ
fcis-25906	29	20	features	feature	NOUN
fcis-25906	29	21	,	,	PUNCT
fcis-25906	29	22	and	and	CCONJ
fcis-25906	29	23	then	then	ADV
fcis-25906	29	24	uses	use	VERB
fcis-25906	29	25	a	a	DET
fcis-25906	29	26	global	global	ADJ
fcis-25906	29	27	spatiotemporal	spatiotemporal	ADJ
fcis-25906	29	28	attention	attention	NOUN
fcis-25906	29	29	module	module	NOUN
fcis-25906	29	30	(	(	PUNCT
fcis-25906	29	31	gsam	gsam	NOUN
fcis-25906	29	32	)	)	PUNCT
fcis-25906	29	33	to	to	PART
fcis-25906	29	34	enhance	enhance	VERB
fcis-25906	29	35	the	the	DET
fcis-25906	29	36	global	global	ADJ
fcis-25906	29	37	spatiotemporal	spatiotemporal	ADJ
fcis-25906	29	38	correlation	correlation	NOUN
fcis-25906	29	39	of	of	ADP
fcis-25906	29	40	spatiotemporal	spatiotemporal	ADJ
fcis-25906	29	41	features	feature	NOUN
fcis-25906	29	42	.	.	PUNCT
fcis-25906	30	1	finally	finally	ADV
fcis-25906	30	2	,	,	PUNCT
fcis-25906	30	3	weights	weight	NOUN
fcis-25906	30	4	are	be	AUX
fcis-25906	30	5	assigned	assign	VERB
fcis-25906	30	6	to	to	ADP
fcis-25906	30	7	features	feature	NOUN
fcis-25906	30	8	at	at	ADP
fcis-25906	30	9	different	different	ADJ
fcis-25906	30	10	time	time	NOUN
fcis-25906	30	11	points	point	NOUN
fcis-25906	30	12	to	to	PART
fcis-25906	30	13	highlight	highlight	VERB
fcis-25906	30	14	key	key	ADJ
fcis-25906	30	15	temporal	temporal	ADJ
fcis-25906	30	16	information	information	NOUN
fcis-25906	30	17	,	,	PUNCT
fcis-25906	30	18	effectively	effectively	ADV
fcis-25906	30	19	completing	complete	VERB
fcis-25906	30	20	the	the	DET
fcis-25906	30	21	micro	micro	ADJ
fcis-25906	30	22	expression	expression	NOUN
fcis-25906	30	23	detection	detection	NOUN
fcis-25906	30	24	work	work	NOUN
fcis-25906	30	25	[	[	X
fcis-25906	30	26	9	9	NUM
fcis-25906	30	27	]	]	PUNCT
fcis-25906	30	28	.	.	PUNCT
fcis-25906	31	1	she	she	PRON
fcis-25906	31	2	wenxiang	wenxiang	VERB
fcis-25906	31	3	et	et	PROPN
fcis-25906	31	4	al	al	PROPN
fcis-25906	31	5	.	.	PROPN
fcis-25906	32	1	used	use	VERB
fcis-25906	32	2	parallel	parallel	ADJ
fcis-25906	32	3	neural	neural	ADJ
fcis-25906	32	4	networks	network	NOUN
fcis-25906	32	5	to	to	PART
fcis-25906	32	6	extract	extract	VERB
fcis-25906	32	7	features	feature	NOUN
fcis-25906	32	8	from	from	ADP
fcis-25906	32	9	local	local	ADJ
fcis-25906	32	10	and	and	CCONJ
fcis-25906	32	11	global	global	ADJ
fcis-25906	32	12	regions	region	NOUN
fcis-25906	32	13	,	,	PUNCT
fcis-25906	32	14	and	and	CCONJ
fcis-25906	32	15	then	then	ADV
fcis-25906	32	16	aggregated	aggregate	VERB
fcis-25906	32	17	the	the	DET
fcis-25906	32	18	extracted	extract	VERB
fcis-25906	32	19	motion	motion	NOUN
fcis-25906	32	20	and	and	CCONJ
fcis-25906	32	21	spatial	spatial	ADJ
fcis-25906	32	22	features	feature	NOUN
fcis-25906	32	23	to	to	PART
fcis-25906	32	24	reduce	reduce	VERB
fcis-25906	32	25	the	the	DET
fcis-25906	32	26	loss	loss	NOUN
fcis-25906	32	27	of	of	ADP
fcis-25906	32	28	subtle	subtle	ADJ
fcis-25906	32	29	features	feature	NOUN
fcis-25906	32	30	.	.	PUNCT
fcis-25906	33	1	finally	finally	ADV
fcis-25906	33	2	,	,	PUNCT
fcis-25906	33	3	they	they	PRON
fcis-25906	33	4	combined	combine	VERB
fcis-25906	33	5	the	the	DET
fcis-25906	33	6	local	local	ADJ
fcis-25906	33	7	and	and	CCONJ
fcis-25906	33	8	global	global	ADJ
fcis-25906	33	9	aggregated	aggregate	VERB
fcis-25906	33	10	features	feature	NOUN
fcis-25906	33	11	into	into	ADP
fcis-25906	33	12	a	a	DET
fcis-25906	33	13	new	new	ADJ
fcis-25906	33	14	hybrid	hybrid	ADJ
fcis-25906	33	15	feature	feature	NOUN
fcis-25906	33	16	for	for	ADP
fcis-25906	33	17	micro	micro	ADJ
fcis-25906	33	18	expression	expression	NOUN
fcis-25906	33	19	recognition	recognition	NOUN
fcis-25906	33	20	,	,	PUNCT
fcis-25906	33	21	improving	improve	VERB
fcis-25906	33	22	the	the	DET
fcis-25906	33	23	accuracy	accuracy	NOUN
fcis-25906	33	24	of	of	ADP
fcis-25906	33	25	micro	micro	ADJ
fcis-25906	33	26	expression	expression	NOUN
fcis-25906	33	27	classification	classification	NOUN
fcis-25906	33	28	[	[	X
fcis-25906	33	29	10	10	NUM
fcis-25906	33	30	]	]	PUNCT
fcis-25906	33	31	.	.	PUNCT
fcis-25906	34	1	this	this	DET
fcis-25906	34	2	article	article	NOUN
fcis-25906	34	3	mainly	mainly	ADV
fcis-25906	34	4	elaborates	elaborate	VERB
fcis-25906	34	5	on	on	ADP
fcis-25906	34	6	the	the	DET
fcis-25906	34	7	commonly	commonly	ADV
fcis-25906	34	8	used	use	VERB
fcis-25906	34	9	micro	micro	ADJ
fcis-25906	34	10	expression	expression	NOUN
fcis-25906	34	11	datasets	dataset	NOUN
fcis-25906	34	12	in	in	ADP
fcis-25906	34	13	micro	micro	ADJ
fcis-25906	34	14	expression	expression	NOUN
fcis-25906	34	15	research	research	NOUN
fcis-25906	34	16	,	,	PUNCT
fcis-25906	34	17	and	and	CCONJ
fcis-25906	34	18	analyzes	analyze	VERB
fcis-25906	34	19	the	the	DET
fcis-25906	34	20	advantages	advantage	NOUN
fcis-25906	34	21	and	and	CCONJ
fcis-25906	34	22	disadvantages	disadvantage	NOUN
fcis-25906	34	23	of	of	ADP
fcis-25906	34	24	each	each	DET
fcis-25906	34	25	dataset	dataset	NOUN
fcis-25906	34	26	.	.	PUNCT
fcis-25906	35	1	then	then	ADV
fcis-25906	35	2	analyze	analyze	VERB
fcis-25906	35	3	and	and	CCONJ
fcis-25906	35	4	extract	extract	VERB
fcis-25906	35	5	micro	micro	ADJ
fcis-25906	35	6	expression	expression	NOUN
fcis-25906	35	7	features	feature	NOUN
fcis-25906	35	8	from	from	ADP
fcis-25906	35	9	two	two	NUM
fcis-25906	35	10	algorithms	algorithm	NOUN
fcis-25906	35	11	;	;	PUNCT
fcis-25906	35	12	finally	finally	ADV
fcis-25906	35	13	,	,	PUNCT
fcis-25906	35	14	analyze	analyze	VERB
fcis-25906	35	15	the	the	DET
fcis-25906	35	16	application	application	NOUN
fcis-25906	35	17	areas	area	NOUN
fcis-25906	35	18	of	of	ADP
fcis-25906	35	19	micro	micro	ADJ
fcis-25906	35	20	expression	expression	NOUN
fcis-25906	35	21	research	research	NOUN
fcis-25906	35	22	and	and	CCONJ
fcis-25906	35	23	the	the	DET
fcis-25906	35	24	challenges	challenge	NOUN
fcis-25906	35	25	faced	face	VERB
fcis-25906	35	26	in	in	ADP
fcis-25906	35	27	future	future	ADJ
fcis-25906	35	28	development	development	NOUN
fcis-25906	35	29	.	.	PUNCT
fcis-25906	36	1	2	2	X
fcis-25906	36	2	.	.	X
fcis-25906	36	3	commonly	commonly	ADV
fcis-25906	36	4	used	use	VERB
fcis-25906	36	5	micro	micro	ADJ
fcis-25906	36	6	expression	expression	NOUN
fcis-25906	36	7	datasets	dataset	VERB
fcis-25906	36	8	the	the	DET
fcis-25906	36	9	research	research	NOUN
fcis-25906	36	10	and	and	CCONJ
fcis-25906	36	11	recognition	recognition	NOUN
fcis-25906	36	12	of	of	ADP
fcis-25906	36	13	micro	micro	ADJ
fcis-25906	36	14	expressions	expression	NOUN
fcis-25906	36	15	require	require	VERB
fcis-25906	36	16	a	a	DET
fcis-25906	36	17	large	large	ADJ
fcis-25906	36	18	amount	amount	NOUN
fcis-25906	36	19	of	of	ADP
fcis-25906	36	20	data	datum	NOUN
fcis-25906	36	21	as	as	ADP
fcis-25906	36	22	support	support	NOUN
fcis-25906	36	23	when	when	SCONJ
fcis-25906	36	24	training	train	VERB
fcis-25906	36	25	neural	neural	ADJ
fcis-25906	36	26	network	network	NOUN
fcis-25906	36	27	models	model	NOUN
fcis-25906	36	28	,	,	PUNCT
fcis-25906	36	29	but	but	CCONJ
fcis-25906	36	30	publicly	publicly	ADV
fcis-25906	36	31	available	available	ADJ
fcis-25906	36	32	micro	micro	ADJ
fcis-25906	36	33	expression	expression	NOUN
fcis-25906	36	34	datasets	dataset	NOUN
fcis-25906	36	35	are	be	AUX
fcis-25906	36	36	limited	limited	ADJ
fcis-25906	36	37	and	and	CCONJ
fcis-25906	36	38	each	each	DET
fcis-25906	36	39	dataset	dataset	NOUN
fcis-25906	36	40	has	have	VERB
fcis-25906	36	41	very	very	ADV
fcis-25906	36	42	few	few	ADJ
fcis-25906	36	43	micro	micro	ADJ
fcis-25906	36	44	expression	expression	NOUN
fcis-25906	36	45	image	image	NOUN
fcis-25906	36	46	samples	sample	NOUN
fcis-25906	36	47	.	.	PUNCT
fcis-25906	37	1	when	when	SCONJ
fcis-25906	37	2	collecting	collect	VERB
fcis-25906	37	3	micro	micro	ADJ
fcis-25906	37	4	expression	expression	NOUN
fcis-25906	37	5	47	47	NUM
fcis-25906	37	6	samples	sample	NOUN
fcis-25906	37	7	,	,	PUNCT
fcis-25906	37	8	the	the	DET
fcis-25906	37	9	emotions	emotion	NOUN
fcis-25906	37	10	of	of	ADP
fcis-25906	37	11	the	the	DET
fcis-25906	37	12	subjects	subject	NOUN
fcis-25906	37	13	need	need	VERB
fcis-25906	37	14	to	to	PART
fcis-25906	37	15	remain	remain	VERB
fcis-25906	37	16	neutral	neutral	ADJ
fcis-25906	37	17	,	,	PUNCT
fcis-25906	37	18	and	and	CCONJ
fcis-25906	37	19	then	then	ADV
fcis-25906	37	20	micro	micro	ADJ
fcis-25906	37	21	expressions	expression	NOUN
fcis-25906	37	22	are	be	AUX
fcis-25906	37	23	spontaneously	spontaneously	ADV
fcis-25906	37	24	generated	generate	VERB
fcis-25906	37	25	by	by	ADP
fcis-25906	37	26	environmental	environmental	ADJ
fcis-25906	37	27	factors	factor	NOUN
fcis-25906	37	28	in	in	ADP
fcis-25906	37	29	specific	specific	ADJ
fcis-25906	37	30	scenes	scene	NOUN
fcis-25906	37	31	.	.	PUNCT
fcis-25906	38	1	the	the	DET
fcis-25906	38	2	annotation	annotation	NOUN
fcis-25906	38	3	of	of	ADP
fcis-25906	38	4	the	the	DET
fcis-25906	38	5	images	image	NOUN
fcis-25906	38	6	after	after	ADP
fcis-25906	38	7	collection	collection	NOUN
fcis-25906	38	8	is	be	AUX
fcis-25906	38	9	also	also	ADV
fcis-25906	38	10	quite	quite	ADV
fcis-25906	38	11	time	time	NOUN
fcis-25906	38	12	-	-	PUNCT
fcis-25906	38	13	consuming	consume	VERB
fcis-25906	38	14	and	and	CCONJ
fcis-25906	38	15	laborious	laborious	ADJ
fcis-25906	38	16	.	.	PUNCT
fcis-25906	39	1	therefore	therefore	ADV
fcis-25906	39	2	,	,	PUNCT
fcis-25906	39	3	more	more	ADJ
fcis-25906	39	4	efforts	effort	NOUN
fcis-25906	39	5	need	need	VERB
fcis-25906	39	6	to	to	PART
fcis-25906	39	7	be	be	AUX
fcis-25906	39	8	made	make	VERB
fcis-25906	39	9	in	in	ADP
fcis-25906	39	10	data	datum	NOUN
fcis-25906	39	11	collection	collection	NOUN
fcis-25906	39	12	and	and	CCONJ
fcis-25906	39	13	analysis	analysis	NOUN
fcis-25906	39	14	for	for	ADP
fcis-25906	39	15	micro	micro	ADJ
fcis-25906	39	16	expression	expression	NOUN
fcis-25906	39	17	research	research	NOUN
fcis-25906	39	18	to	to	PART
fcis-25906	39	19	further	far	ADV
fcis-25906	39	20	promote	promote	VERB
fcis-25906	39	21	the	the	DET
fcis-25906	39	22	development	development	NOUN
fcis-25906	39	23	and	and	CCONJ
fcis-25906	39	24	maturity	maturity	NOUN
fcis-25906	39	25	of	of	ADP
fcis-25906	39	26	this	this	DET
fcis-25906	39	27	field	field	NOUN
fcis-25906	39	28	.	.	PUNCT
fcis-25906	40	1	effective	effective	ADJ
fcis-25906	40	2	micro	micro	ADJ
fcis-25906	40	3	expression	expression	NOUN
fcis-25906	40	4	recognition	recognition	NOUN
fcis-25906	40	5	rate	rate	NOUN
fcis-25906	40	6	relies	rely	VERB
fcis-25906	40	7	on	on	ADP
fcis-25906	40	8	highquality	highquality	NOUN
fcis-25906	40	9	micro	micro	NOUN
fcis-25906	40	10	expression	expression	NOUN
fcis-25906	40	11	datasets	dataset	NOUN
fcis-25906	40	12	and	and	CCONJ
fcis-25906	40	13	constructed	construct	VERB
fcis-25906	40	14	neural	neural	ADJ
fcis-25906	40	15	network	network	NOUN
fcis-25906	40	16	models	model	NOUN
fcis-25906	40	17	.	.	PUNCT
fcis-25906	41	1	in	in	ADP
fcis-25906	41	2	the	the	DET
fcis-25906	41	3	field	field	NOUN
fcis-25906	41	4	of	of	ADP
fcis-25906	41	5	micro	micro	ADJ
fcis-25906	41	6	expression	expression	NOUN
fcis-25906	41	7	research	research	NOUN
fcis-25906	41	8	,	,	PUNCT
fcis-25906	41	9	there	there	PRON
fcis-25906	41	10	are	be	VERB
fcis-25906	41	11	mainly	mainly	ADV
fcis-25906	41	12	three	three	NUM
fcis-25906	41	13	micro	micro	ADJ
fcis-25906	41	14	expression	expression	NOUN
fcis-25906	41	15	datasets	dataset	NOUN
fcis-25906	41	16	:	:	PUNCT
fcis-25906	41	17	mmew	mmew	ADJ
fcis-25906	41	18	,	,	PUNCT
fcis-25906	41	19	samm	samm	PROPN
fcis-25906	41	20	,	,	PUNCT
fcis-25906	41	21	and	and	CCONJ
fcis-25906	41	22	casmeii	casmeii	PROPN
fcis-25906	41	23	.	.	PUNCT
fcis-25906	42	1	(	(	PUNCT
fcis-25906	42	2	1)mmew	1)mmew	NUM
fcis-25906	42	3	dataset	dataset	VERB
fcis-25906	42	4	[	[	PUNCT
fcis-25906	42	5	11	11	NUM
fcis-25906	42	6	]	]	PUNCT
fcis-25906	42	7	:	:	PUNCT
fcis-25906	42	8	this	this	DET
fcis-25906	42	9	dataset	dataset	NOUN
fcis-25906	42	10	is	be	AUX
fcis-25906	42	11	a	a	DET
fcis-25906	42	12	micro	micro	ADJ
fcis-25906	42	13	macro	macro	ADJ
fcis-25906	42	14	expression	expression	NOUN
fcis-25906	42	15	dataset	dataset	VERB
fcis-25906	42	16	jointly	jointly	ADV
fcis-25906	42	17	released	release	VERB
fcis-25906	42	18	by	by	ADP
fcis-25906	42	19	a	a	DET
fcis-25906	42	20	research	research	NOUN
fcis-25906	42	21	team	team	NOUN
fcis-25906	42	22	from	from	ADP
fcis-25906	42	23	shandong	shandong	PROPN
fcis-25906	42	24	university	university	PROPN
fcis-25906	42	25	in	in	ADP
fcis-25906	42	26	2021	2021	NUM
fcis-25906	42	27	.	.	PUNCT
fcis-25906	43	1	it	it	PRON
fcis-25906	43	2	contains	contain	VERB
fcis-25906	43	3	300	300	NUM
fcis-25906	43	4	samples	sample	NOUN
fcis-25906	43	5	of	of	ADP
fcis-25906	43	6	micro	micro	ADJ
fcis-25906	43	7	expressions	expression	NOUN
fcis-25906	43	8	and	and	CCONJ
fcis-25906	43	9	900	900	NUM
fcis-25906	43	10	samples	sample	NOUN
fcis-25906	43	11	of	of	ADP
fcis-25906	43	12	macro	macro	ADJ
fcis-25906	43	13	expressions	expression	NOUN
fcis-25906	43	14	from	from	ADP
fcis-25906	43	15	asians	asians	PROPN
fcis-25906	43	16	,	,	PUNCT
fcis-25906	43	17	with	with	ADP
fcis-25906	43	18	an	an	DET
fcis-25906	43	19	average	average	ADJ
fcis-25906	43	20	age	age	NOUN
fcis-25906	43	21	of	of	ADP
fcis-25906	43	22	22.35	22.35	NUM
fcis-25906	43	23	participants	participant	NOUN
fcis-25906	43	24	.	.	PUNCT
fcis-25906	44	1	this	this	DET
fcis-25906	44	2	dataset	dataset	NOUN
fcis-25906	44	3	was	be	AUX
fcis-25906	44	4	collected	collect	VERB
fcis-25906	44	5	in	in	ADP
fcis-25906	44	6	a	a	DET
fcis-25906	44	7	laboratory	laboratory	NOUN
fcis-25906	44	8	environment	environment	NOUN
fcis-25906	44	9	,	,	PUNCT
fcis-25906	44	10	where	where	SCONJ
fcis-25906	44	11	each	each	DET
fcis-25906	44	12	sample	sample	NOUN
fcis-25906	44	13	was	be	AUX
fcis-25906	44	14	labeled	label	VERB
fcis-25906	44	15	by	by	ADP
fcis-25906	44	16	experts	expert	NOUN
fcis-25906	44	17	with	with	ADP
fcis-25906	44	18	a	a	DET
fcis-25906	44	19	start	start	NOUN
fcis-25906	44	20	frame	frame	NOUN
fcis-25906	44	21	,	,	PUNCT
fcis-25906	44	22	vertex	vertex	NOUN
fcis-25906	44	23	frame	frame	NOUN
fcis-25906	44	24	,	,	PUNCT
fcis-25906	44	25	and	and	CCONJ
fcis-25906	44	26	termination	termination	NOUN
fcis-25906	44	27	frame	frame	NOUN
fcis-25906	44	28	,	,	PUNCT
fcis-25906	44	29	and	and	CCONJ
fcis-25906	44	30	provided	provide	VERB
fcis-25906	44	31	with	with	ADP
fcis-25906	44	32	au	au	ADJ
fcis-25906	44	33	annotation	annotation	NOUN
fcis-25906	44	34	.	.	PUNCT
fcis-25906	45	1	the	the	DET
fcis-25906	45	2	resolution	resolution	NOUN
fcis-25906	45	3	is	be	AUX
fcis-25906	45	4	1920	1920	NUM
fcis-25906	45	5	×	×	NOUN
fcis-25906	45	6	1080	1080	NUM
fcis-25906	45	7	pixels	pixel	NOUN
fcis-25906	45	8	,	,	PUNCT
fcis-25906	45	9	which	which	PRON
fcis-25906	45	10	provides	provide	VERB
fcis-25906	45	11	more	more	ADV
fcis-25906	45	12	detailed	detailed	ADJ
fcis-25906	45	13	sentiment	sentiment	NOUN
fcis-25906	45	14	classification	classification	NOUN
fcis-25906	45	15	compared	compare	VERB
fcis-25906	45	16	to	to	ADP
fcis-25906	45	17	other	other	ADJ
fcis-25906	45	18	datasets	dataset	NOUN
fcis-25906	45	19	.	.	PUNCT
fcis-25906	46	1	this	this	DET
fcis-25906	46	2	dataset	dataset	NOUN
fcis-25906	46	3	contains	contain	VERB
fcis-25906	46	4	the	the	DET
fcis-25906	46	5	following	follow	VERB
fcis-25906	46	6	emoticon	emoticon	NOUN
fcis-25906	46	7	labels	label	NOUN
fcis-25906	46	8	:	:	PUNCT
fcis-25906	46	9	happiness	happiness	NOUN
fcis-25906	46	10	(	(	PUNCT
fcis-25906	46	11	36	36	NUM
fcis-25906	46	12	)	)	PUNCT
fcis-25906	46	13	,	,	PUNCT
fcis-25906	46	14	anger	anger	NOUN
fcis-25906	46	15	(	(	PUNCT
fcis-25906	46	16	8)	8)	NUM
fcis-25906	46	17	,	,	PUNCT
fcis-25906	46	18	surprise	surprise	NOUN
fcis-25906	46	19	(	(	PUNCT
fcis-25906	46	20	89	89	NUM
fcis-25906	46	21	)	)	PUNCT
fcis-25906	46	22	,	,	PUNCT
fcis-25906	46	23	disgust	disgust	NOUN
fcis-25906	46	24	(	(	PUNCT
fcis-25906	46	25	72	72	NUM
fcis-25906	46	26	)	)	PUNCT
fcis-25906	46	27	,	,	PUNCT
fcis-25906	46	28	fear	fear	NOUN
fcis-25906	46	29	(	(	PUNCT
fcis-25906	46	30	16	16	NUM
fcis-25906	46	31	)	)	PUNCT
fcis-25906	46	32	,	,	PUNCT
fcis-25906	46	33	sadness	sadness	NOUN
fcis-25906	46	34	(	(	PUNCT
fcis-25906	46	35	13	13	NUM
fcis-25906	46	36	)	)	PUNCT
fcis-25906	46	37	,	,	PUNCT
fcis-25906	46	38	and	and	CCONJ
fcis-25906	46	39	others	other	NOUN
fcis-25906	46	40	(	(	PUNCT
fcis-25906	46	41	66	66	NUM
fcis-25906	46	42	)	)	PUNCT
fcis-25906	46	43	.	.	PUNCT
fcis-25906	47	1	(	(	PUNCT
fcis-25906	47	2	2)samm	2)samm	NUM
fcis-25906	47	3	dataset	dataset	VERB
fcis-25906	47	4	[	[	X
fcis-25906	47	5	12	12	NUM
fcis-25906	47	6	]	]	X
fcis-25906	47	7	:	:	PUNCT
fcis-25906	47	8	this	this	DET
fcis-25906	47	9	dataset	dataset	NOUN
fcis-25906	47	10	was	be	AUX
fcis-25906	47	11	captured	capture	VERB
fcis-25906	47	12	in	in	ADP
fcis-25906	47	13	an	an	DET
fcis-25906	47	14	experimental	experimental	ADJ
fcis-25906	47	15	environment	environment	NOUN
fcis-25906	47	16	and	and	CCONJ
fcis-25906	47	17	controlled	control	VERB
fcis-25906	47	18	for	for	ADP
fcis-25906	47	19	lighting	lighting	NOUN
fcis-25906	47	20	to	to	PART
fcis-25906	47	21	prevent	prevent	VERB
fcis-25906	47	22	interference	interference	NOUN
fcis-25906	47	23	with	with	ADP
fcis-25906	47	24	the	the	DET
fcis-25906	47	25	collected	collect	VERB
fcis-25906	47	26	data	datum	NOUN
fcis-25906	47	27	.	.	PUNCT
fcis-25906	48	1	it	it	PRON
fcis-25906	48	2	includes	include	VERB
fcis-25906	48	3	32	32	NUM
fcis-25906	48	4	subjects	subject	NOUN
fcis-25906	48	5	from	from	ADP
fcis-25906	48	6	different	different	ADJ
fcis-25906	48	7	places	place	NOUN
fcis-25906	48	8	and	and	CCONJ
fcis-25906	48	9	13	13	NUM
fcis-25906	48	10	different	different	ADJ
fcis-25906	48	11	races	race	NOUN
fcis-25906	48	12	,	,	PUNCT
fcis-25906	48	13	with	with	ADP
fcis-25906	48	14	a	a	DET
fcis-25906	48	15	total	total	NOUN
fcis-25906	48	16	of	of	ADP
fcis-25906	48	17	159	159	NUM
fcis-25906	48	18	micro	micro	ADJ
fcis-25906	48	19	expression	expression	NOUN
fcis-25906	48	20	samples	sample	NOUN
fcis-25906	48	21	collected	collect	VERB
fcis-25906	48	22	.	.	PUNCT
fcis-25906	49	1	in	in	ADP
fcis-25906	49	2	addition	addition	NOUN
fcis-25906	49	3	,	,	PUNCT
fcis-25906	49	4	the	the	DET
fcis-25906	49	5	age	age	NOUN
fcis-25906	49	6	range	range	NOUN
fcis-25906	49	7	of	of	ADP
fcis-25906	49	8	the	the	DET
fcis-25906	49	9	subjects	subject	NOUN
fcis-25906	49	10	is	be	AUX
fcis-25906	49	11	from	from	ADP
fcis-25906	49	12	19	19	NUM
fcis-25906	49	13	to	to	PART
fcis-25906	49	14	57	57	NUM
fcis-25906	49	15	years	year	NOUN
fcis-25906	49	16	old	old	ADJ
fcis-25906	49	17	,	,	PUNCT
fcis-25906	49	18	with	with	ADP
fcis-25906	49	19	an	an	DET
fcis-25906	49	20	average	average	ADJ
fcis-25906	49	21	age	age	NOUN
fcis-25906	49	22	of	of	ADP
fcis-25906	49	23	33.24	33.24	NUM
fcis-25906	49	24	years	year	NOUN
fcis-25906	49	25	old	old	ADJ
fcis-25906	49	26	.	.	PUNCT
fcis-25906	50	1	therefore	therefore	ADV
fcis-25906	50	2	,	,	PUNCT
fcis-25906	50	3	it	it	PRON
fcis-25906	50	4	can	can	AUX
fcis-25906	50	5	be	be	AUX
fcis-25906	50	6	concluded	conclude	VERB
fcis-25906	50	7	that	that	SCONJ
fcis-25906	50	8	the	the	DET
fcis-25906	50	9	sample	sample	NOUN
fcis-25906	50	10	sources	source	NOUN
fcis-25906	50	11	of	of	ADP
fcis-25906	50	12	this	this	DET
fcis-25906	50	13	dataset	dataset	NOUN
fcis-25906	50	14	are	be	AUX
fcis-25906	50	15	more	more	ADV
fcis-25906	50	16	diverse	diverse	ADJ
fcis-25906	50	17	and	and	CCONJ
fcis-25906	50	18	abundant	abundant	ADJ
fcis-25906	50	19	.	.	PUNCT
fcis-25906	51	1	in	in	ADP
fcis-25906	51	2	addition	addition	NOUN
fcis-25906	51	3	,	,	PUNCT
fcis-25906	51	4	the	the	DET
fcis-25906	51	5	dataset	dataset	NOUN
fcis-25906	51	6	annotated	annotate	VERB
fcis-25906	51	7	detailed	detailed	ADJ
fcis-25906	51	8	information	information	NOUN
fcis-25906	51	9	of	of	ADP
fcis-25906	51	10	the	the	DET
fcis-25906	51	11	starting	starting	NOUN
fcis-25906	51	12	frame	frame	NOUN
fcis-25906	51	13	,	,	PUNCT
fcis-25906	51	14	vertex	vertex	NOUN
fcis-25906	51	15	frame	frame	NOUN
fcis-25906	51	16	,	,	PUNCT
fcis-25906	51	17	and	and	CCONJ
fcis-25906	51	18	offset	offset	VERB
fcis-25906	51	19	frame	frame	NOUN
fcis-25906	51	20	,	,	PUNCT
fcis-25906	51	21	using	use	VERB
fcis-25906	51	22	a	a	DET
fcis-25906	51	23	high	high	ADJ
fcis-25906	51	24	-	-	PUNCT
fcis-25906	51	25	speed	speed	NOUN
fcis-25906	51	26	camera	camera	NOUN
fcis-25906	51	27	with	with	ADP
fcis-25906	51	28	200	200	NUM
fcis-25906	51	29	frames	frame	NOUN
fcis-25906	51	30	per	per	ADP
fcis-25906	51	31	second	second	NOUN
fcis-25906	51	32	,	,	PUNCT
fcis-25906	51	33	and	and	CCONJ
fcis-25906	51	34	the	the	DET
fcis-25906	51	35	image	image	NOUN
fcis-25906	51	36	resolution	resolution	NOUN
fcis-25906	51	37	reached	reach	VERB
fcis-25906	51	38	2040	2040	NUM
fcis-25906	51	39	×1088	×1088	ADV
fcis-25906	51	40	pixels	pixel	NOUN
fcis-25906	51	41	.	.	PUNCT
fcis-25906	52	1	this	this	DET
fcis-25906	52	2	dataset	dataset	NOUN
fcis-25906	52	3	contains	contain	VERB
fcis-25906	52	4	the	the	DET
fcis-25906	52	5	following	follow	VERB
fcis-25906	52	6	emoticon	emoticon	NOUN
fcis-25906	52	7	labels	label	NOUN
fcis-25906	52	8	:	:	PUNCT
fcis-25906	52	9	contempt	contempt	NOUN
fcis-25906	52	10	,	,	PUNCT
fcis-25906	52	11	disgust	disgust	NOUN
fcis-25906	52	12	,	,	PUNCT
fcis-25906	52	13	fear	fear	NOUN
fcis-25906	52	14	,	,	PUNCT
fcis-25906	52	15	anger	anger	NOUN
fcis-25906	52	16	,	,	PUNCT
fcis-25906	52	17	sadness	sadness	NOUN
fcis-25906	52	18	,	,	PUNCT
fcis-25906	52	19	happiness	happiness	NOUN
fcis-25906	52	20	and	and	CCONJ
fcis-25906	52	21	surprise	surprise	NOUN
fcis-25906	52	22	.	.	PUNCT
fcis-25906	53	1	(	(	PUNCT
fcis-25906	53	2	3)casmeii	3)casmeii	NUM
fcis-25906	53	3	dataset	dataset	VERB
fcis-25906	53	4	[	[	PUNCT
fcis-25906	53	5	13	13	NUM
fcis-25906	53	6	]	]	X
fcis-25906	53	7	:	:	PUNCT
fcis-25906	53	8	this	this	DET
fcis-25906	53	9	dataset	dataset	NOUN
fcis-25906	53	10	was	be	AUX
fcis-25906	53	11	created	create	VERB
fcis-25906	53	12	by	by	ADP
fcis-25906	53	13	the	the	DET
fcis-25906	53	14	institute	institute	PROPN
fcis-25906	53	15	of	of	ADP
fcis-25906	53	16	psychology	psychology	NOUN
fcis-25906	53	17	,	,	PUNCT
fcis-25906	53	18	chinese	chinese	PROPN
fcis-25906	53	19	academy	academy	PROPN
fcis-25906	53	20	of	of	ADP
fcis-25906	53	21	sciences	sciences	PROPN
fcis-25906	53	22	,	,	PUNCT
fcis-25906	53	23	chinese	chinese	PROPN
fcis-25906	53	24	academy	academy	PROPN
fcis-25906	53	25	of	of	ADP
fcis-25906	53	26	sciences	sciences	PROPN
fcis-25906	53	27	.	.	PUNCT
fcis-25906	54	1	they	they	PRON
fcis-25906	54	2	shot	shoot	VERB
fcis-25906	54	3	and	and	CCONJ
fcis-25906	54	4	collected	collect	VERB
fcis-25906	54	5	videos	video	NOUN
fcis-25906	54	6	in	in	ADP
fcis-25906	54	7	the	the	DET
fcis-25906	54	8	experimental	experimental	ADJ
fcis-25906	54	9	environment	environment	NOUN
fcis-25906	54	10	,	,	PUNCT
fcis-25906	54	11	and	and	CCONJ
fcis-25906	54	12	controlled	control	VERB
fcis-25906	54	13	light	light	NOUN
fcis-25906	54	14	and	and	CCONJ
fcis-25906	54	15	sound	sound	NOUN
fcis-25906	54	16	to	to	PART
fcis-25906	54	17	prevent	prevent	VERB
fcis-25906	54	18	interference	interference	NOUN
fcis-25906	54	19	with	with	ADP
fcis-25906	54	20	the	the	DET
fcis-25906	54	21	collected	collect	VERB
fcis-25906	54	22	data	datum	NOUN
fcis-25906	54	23	.	.	PUNCT
fcis-25906	55	1	it	it	PRON
fcis-25906	55	2	is	be	AUX
fcis-25906	55	3	mainly	mainly	ADV
fcis-25906	55	4	used	use	VERB
fcis-25906	55	5	to	to	PART
fcis-25906	55	6	study	study	VERB
fcis-25906	55	7	the	the	DET
fcis-25906	55	8	identification	identification	NOUN
fcis-25906	55	9	and	and	CCONJ
fcis-25906	55	10	analysis	analysis	NOUN
fcis-25906	55	11	of	of	ADP
fcis-25906	55	12	micro	micro	NOUN
fcis-25906	55	13	expressions	expression	NOUN
fcis-25906	55	14	.	.	PUNCT
fcis-25906	56	1	during	during	ADP
fcis-25906	56	2	data	data	NOUN
fcis-25906	56	3	collection	collection	NOUN
fcis-25906	56	4	,	,	PUNCT
fcis-25906	56	5	participants	participant	NOUN
fcis-25906	56	6	are	be	AUX
fcis-25906	56	7	required	require	VERB
fcis-25906	56	8	to	to	PART
fcis-25906	56	9	watch	watch	VERB
fcis-25906	56	10	emotional	emotional	ADJ
fcis-25906	56	11	stimulation	stimulation	NOUN
fcis-25906	56	12	videos	video	NOUN
fcis-25906	56	13	that	that	PRON
fcis-25906	56	14	trigger	trigger	VERB
fcis-25906	56	15	their	their	PRON
fcis-25906	56	16	natural	natural	ADJ
fcis-25906	56	17	emotions	emotion	NOUN
fcis-25906	56	18	,	,	PUNCT
fcis-25906	56	19	and	and	CCONJ
fcis-25906	56	20	use	use	VERB
fcis-25906	56	21	a	a	DET
fcis-25906	56	22	high	high	ADJ
fcis-25906	56	23	-	-	PUNCT
fcis-25906	56	24	speed	speed	NOUN
fcis-25906	56	25	camera	camera	NOUN
fcis-25906	56	26	with	with	ADP
fcis-25906	56	27	a	a	DET
fcis-25906	56	28	frame	frame	NOUN
fcis-25906	56	29	rate	rate	NOUN
fcis-25906	56	30	of	of	ADP
fcis-25906	56	31	200	200	NUM
fcis-25906	56	32	fps	fps	NOUN
fcis-25906	56	33	and	and	CCONJ
fcis-25906	56	34	a	a	DET
fcis-25906	56	35	resolution	resolution	NOUN
fcis-25906	56	36	of	of	ADP
fcis-25906	56	37	640	640	NUM
fcis-25906	56	38	×	×	NOUN
fcis-25906	56	39	480	480	NUM
fcis-25906	56	40	pixels	pixel	NOUN
fcis-25906	56	41	to	to	PART
fcis-25906	56	42	capture	capture	VERB
fcis-25906	56	43	the	the	DET
fcis-25906	56	44	footage	footage	NOUN
fcis-25906	56	45	.	.	PUNCT
fcis-25906	57	1	the	the	DET
fcis-25906	57	2	casme	casme	PROPN
fcis-25906	57	3	ii	ii	PROPN
fcis-25906	57	4	dataset	dataset	PROPN
fcis-25906	57	5	categorizes	categorize	VERB
fcis-25906	57	6	micro	micro	ADJ
fcis-25906	57	7	expressions	expression	NOUN
fcis-25906	57	8	into	into	ADP
fcis-25906	57	9	5	5	NUM
fcis-25906	57	10	types	type	NOUN
fcis-25906	57	11	for	for	ADP
fcis-25906	57	12	annotation	annotation	NOUN
fcis-25906	57	13	,	,	PUNCT
fcis-25906	57	14	namely	namely	ADV
fcis-25906	57	15	happiness	happiness	NOUN
fcis-25906	57	16	,	,	PUNCT
fcis-25906	57	17	disgust	disgust	NOUN
fcis-25906	57	18	,	,	PUNCT
fcis-25906	57	19	surprise	surprise	NOUN
fcis-25906	57	20	,	,	PUNCT
fcis-25906	57	21	depression	depression	NOUN
fcis-25906	57	22	,	,	PUNCT
fcis-25906	57	23	and	and	CCONJ
fcis-25906	57	24	others	other	NOUN
fcis-25906	57	25	;	;	PUNCT
fcis-25906	57	26	in	in	ADP
fcis-25906	57	27	addition	addition	NOUN
fcis-25906	57	28	,	,	PUNCT
fcis-25906	57	29	each	each	DET
fcis-25906	57	30	video	video	NOUN
fcis-25906	57	31	clip	clip	NOUN
fcis-25906	57	32	is	be	AUX
fcis-25906	57	33	also	also	ADV
fcis-25906	57	34	labeled	label	VERB
fcis-25906	57	35	with	with	ADP
fcis-25906	57	36	the	the	DET
fcis-25906	57	37	start	start	NOUN
fcis-25906	57	38	time	time	NOUN
fcis-25906	57	39	,	,	PUNCT
fcis-25906	57	40	end	end	NOUN
fcis-25906	57	41	time	time	NOUN
fcis-25906	57	42	,	,	PUNCT
fcis-25906	57	43	category	category	NOUN
fcis-25906	57	44	,	,	PUNCT
fcis-25906	57	45	etc	etc	X
fcis-25906	57	46	.	.	X
fcis-25906	57	47	of	of	ADP
fcis-25906	57	48	the	the	DET
fcis-25906	57	49	micro	micro	ADJ
fcis-25906	57	50	expressions	expression	NOUN
fcis-25906	57	51	for	for	ADP
fcis-25906	57	52	analysis	analysis	NOUN
fcis-25906	57	53	of	of	ADP
fcis-25906	57	54	micro	micro	ADJ
fcis-25906	57	55	expression	expression	NOUN
fcis-25906	57	56	classification	classification	NOUN
fcis-25906	57	57	.	.	PUNCT
fcis-25906	58	1	3	3	X
fcis-25906	58	2	.	.	X
fcis-25906	58	3	methods	method	NOUN
fcis-25906	58	4	for	for	ADP
fcis-25906	58	5	extracting	extract	VERB
fcis-25906	58	6	micro	micro	ADJ
fcis-25906	58	7	expression	expression	NOUN
fcis-25906	58	8	features	feature	VERB
fcis-25906	58	9	3.1	3.1	NUM
fcis-25906	58	10	.	.	PUNCT
fcis-25906	59	1	lbp	lbp	NOUN
fcis-25906	59	2	-	-	PUNCT
fcis-25906	59	3	top	top	ADJ
fcis-25906	59	4	algorithm	algorithm	NOUN
fcis-25906	59	5	(	(	PUNCT
fcis-25906	59	6	local	local	ADJ
fcis-25906	59	7	binary	binary	ADJ
fcis-25906	59	8	pattern	pattern	NOUN
fcis-25906	59	9	from	from	ADP
fcis-25906	59	10	three	three	NUM
fcis-25906	59	11	orthogonal	orthogonal	ADJ
fcis-25906	59	12	plans	plan	NOUN
fcis-25906	59	13	)	)	PUNCT
fcis-25906	59	14	with	with	ADP
fcis-25906	59	15	the	the	DET
fcis-25906	59	16	continuous	continuous	ADJ
fcis-25906	59	17	development	development	NOUN
fcis-25906	59	18	of	of	ADP
fcis-25906	59	19	facial	facial	ADJ
fcis-25906	59	20	expression	expression	NOUN
fcis-25906	59	21	recognition	recognition	NOUN
fcis-25906	59	22	research	research	NOUN
fcis-25906	59	23	,	,	PUNCT
fcis-25906	59	24	more	more	ADJ
fcis-25906	59	25	and	and	CCONJ
fcis-25906	59	26	more	more	ADJ
fcis-25906	59	27	scholars	scholar	NOUN
fcis-25906	59	28	have	have	AUX
fcis-25906	59	29	proposed	propose	VERB
fcis-25906	59	30	many	many	ADJ
fcis-25906	59	31	methods	method	NOUN
fcis-25906	59	32	based	base	VERB
fcis-25906	59	33	on	on	ADP
fcis-25906	59	34	traditional	traditional	ADJ
fcis-25906	59	35	feature	feature	NOUN
fcis-25906	59	36	extraction	extraction	NOUN
fcis-25906	59	37	algorithms	algorithm	NOUN
fcis-25906	59	38	and	and	CCONJ
fcis-25906	59	39	deep	deep	ADJ
fcis-25906	59	40	learning	learning	NOUN
fcis-25906	59	41	algorithms	algorithm	NOUN
fcis-25906	59	42	to	to	PART
fcis-25906	59	43	solve	solve	VERB
fcis-25906	59	44	the	the	DET
fcis-25906	59	45	problem	problem	NOUN
fcis-25906	59	46	of	of	ADP
fcis-25906	59	47	facial	facial	ADJ
fcis-25906	59	48	expression	expression	NOUN
fcis-25906	59	49	recognition	recognition	NOUN
fcis-25906	59	50	.	.	PUNCT
fcis-25906	60	1	local	local	ADJ
fcis-25906	60	2	binary	binary	ADJ
fcis-25906	60	3	pattern	pattern	NOUN
fcis-25906	60	4	(	(	PUNCT
fcis-25906	60	5	lbp	lbp	NOUN
fcis-25906	60	6	)	)	PUNCT
fcis-25906	60	7	can	can	AUX
fcis-25906	60	8	effectively	effectively	ADV
fcis-25906	60	9	handle	handle	VERB
fcis-25906	60	10	the	the	DET
fcis-25906	60	11	effects	effect	NOUN
fcis-25906	60	12	of	of	ADP
fcis-25906	60	13	lighting	lighting	NOUN
fcis-25906	60	14	changes	change	NOUN
fcis-25906	60	15	in	in	ADP
fcis-25906	60	16	images	image	NOUN
fcis-25906	60	17	,	,	PUNCT
fcis-25906	60	18	but	but	CCONJ
fcis-25906	60	19	this	this	DET
fcis-25906	60	20	method	method	NOUN
fcis-25906	60	21	can	can	AUX
fcis-25906	60	22	only	only	ADV
fcis-25906	60	23	process	process	VERB
fcis-25906	60	24	static	static	ADJ
fcis-25906	60	25	twodimensional	twodimensional	ADJ
fcis-25906	60	26	images	image	NOUN
fcis-25906	60	27	one	one	NUM
fcis-25906	60	28	by	by	ADP
fcis-25906	60	29	one	one	NUM
fcis-25906	60	30	.	.	PUNCT
fcis-25906	61	1	therefore	therefore	ADV
fcis-25906	61	2	,	,	PUNCT
fcis-25906	61	3	in	in	ADP
fcis-25906	61	4	order	order	NOUN
fcis-25906	61	5	to	to	PART
fcis-25906	61	6	solve	solve	VERB
fcis-25906	61	7	the	the	DET
fcis-25906	61	8	problem	problem	NOUN
fcis-25906	61	9	of	of	ADP
fcis-25906	61	10	micro	micro	ADJ
fcis-25906	61	11	expression	expression	NOUN
fcis-25906	61	12	recognition	recognition	NOUN
fcis-25906	61	13	in	in	ADP
fcis-25906	61	14	videos	video	NOUN
fcis-25906	61	15	,	,	PUNCT
fcis-25906	61	16	a	a	DET
fcis-25906	61	17	lbp	lbp	NOUN
fcis-25906	61	18	-	-	PUNCT
fcis-25906	61	19	top	top	ADJ
fcis-25906	61	20	algorithm	algorithm	NOUN
fcis-25906	61	21	[	[	X
fcis-25906	61	22	14	14	NUM
fcis-25906	61	23	]	]	PUNCT
fcis-25906	61	24	for	for	ADP
fcis-25906	61	25	extracting	extract	VERB
fcis-25906	61	26	high	high	ADJ
fcis-25906	61	27	-	-	PUNCT
fcis-25906	61	28	dimensional	dimensional	ADJ
fcis-25906	61	29	features	feature	NOUN
fcis-25906	61	30	is	be	AUX
fcis-25906	61	31	proposed	propose	VERB
fcis-25906	61	32	,	,	PUNCT
fcis-25906	61	33	which	which	PRON
fcis-25906	61	34	is	be	AUX
fcis-25906	61	35	an	an	DET
fcis-25906	61	36	effective	effective	ADJ
fcis-25906	61	37	dynamic	dynamic	ADJ
fcis-25906	61	38	texture	texture	NOUN
fcis-25906	61	39	feature	feature	NOUN
fcis-25906	61	40	extraction	extraction	NOUN
fcis-25906	61	41	algorithm	algorithm	NOUN
fcis-25906	61	42	that	that	PRON
fcis-25906	61	43	can	can	AUX
fcis-25906	61	44	simultaneously	simultaneously	ADV
fcis-25906	61	45	extract	extract	VERB
fcis-25906	61	46	spatial	spatial	ADJ
fcis-25906	61	47	and	and	CCONJ
fcis-25906	61	48	temporal	temporal	ADJ
fcis-25906	61	49	information	information	NOUN
fcis-25906	61	50	.	.	PUNCT
fcis-25906	62	1	in	in	ADP
fcis-25906	62	2	a	a	DET
fcis-25906	62	3	video	video	NOUN
fcis-25906	62	4	or	or	CCONJ
fcis-25906	62	5	image	image	NOUN
fcis-25906	62	6	sequence	sequence	NOUN
fcis-25906	62	7	,	,	PUNCT
fcis-25906	62	8	in	in	ADP
fcis-25906	62	9	addition	addition	NOUN
fcis-25906	62	10	to	to	ADP
fcis-25906	62	11	the	the	DET
fcis-25906	62	12	x	x	NOUN
fcis-25906	62	13	and	and	CCONJ
fcis-25906	62	14	y	y	PROPN
fcis-25906	62	15	directions	direction	NOUN
fcis-25906	62	16	,	,	PUNCT
fcis-25906	62	17	there	there	PRON
fcis-25906	62	18	is	be	VERB
fcis-25906	62	19	also	also	ADV
fcis-25906	62	20	a	a	DET
fcis-25906	62	21	t	t	NOUN
fcis-25906	62	22	direction	direction	NOUN
fcis-25906	62	23	along	along	ADP
fcis-25906	62	24	the	the	DET
fcis-25906	62	25	timeline	timeline	NOUN
fcis-25906	62	26	,	,	PUNCT
fcis-25906	62	27	where	where	SCONJ
fcis-25906	62	28	x	x	X
fcis-25906	62	29	-	-	NOUN
fcis-25906	62	30	y	y	PROPN
fcis-25906	62	31	is	be	AUX
fcis-25906	62	32	the	the	DET
fcis-25906	62	33	normal	normal	ADJ
fcis-25906	62	34	planar	planar	ADJ
fcis-25906	62	35	image	image	NOUN
fcis-25906	62	36	,	,	PUNCT
fcis-25906	62	37	x	x	X
fcis-25906	62	38	-	-	PUNCT
fcis-25906	62	39	t	t	PROPN
fcis-25906	62	40	is	be	AUX
fcis-25906	62	41	the	the	DET
fcis-25906	62	42	texture	texture	NOUN
fcis-25906	62	43	scanned	scan	VERB
fcis-25906	62	44	along	along	ADP
fcis-25906	62	45	the	the	DET
fcis-25906	62	46	timeline	timeline	NOUN
fcis-25906	62	47	for	for	ADP
fcis-25906	62	48	each	each	DET
fcis-25906	62	49	row	row	NOUN
fcis-25906	62	50	,	,	PUNCT
fcis-25906	62	51	and	and	CCONJ
fcis-25906	62	52	y	y	X
fcis-25906	62	53	-	-	PUNCT
fcis-25906	62	54	t	t	PROPN
fcis-25906	62	55	is	be	AUX
fcis-25906	62	56	the	the	DET
fcis-25906	62	57	image	image	NOUN
fcis-25906	62	58	scanned	scan	VERB
fcis-25906	62	59	along	along	ADP
fcis-25906	62	60	the	the	DET
fcis-25906	62	61	timeline	timeline	NOUN
fcis-25906	62	62	for	for	ADP
fcis-25906	62	63	each	each	DET
fcis-25906	62	64	column	column	NOUN
fcis-25906	62	65	.	.	PUNCT
fcis-25906	63	1	after	after	ADP
fcis-25906	63	2	extracting	extract	VERB
fcis-25906	63	3	lbp	lbp	NOUN
fcis-25906	63	4	features	feature	NOUN
fcis-25906	63	5	from	from	ADP
fcis-25906	63	6	all	all	DET
fcis-25906	63	7	three	three	NUM
fcis-25906	63	8	planes	plane	NOUN
fcis-25906	63	9	,	,	PUNCT
fcis-25906	63	10	the	the	DET
fcis-25906	63	11	lbp	lbp	PROPN
fcis-25906	63	12	features	feature	VERB
fcis-25906	63	13	of	of	ADP
fcis-25906	63	14	the	the	DET
fcis-25906	63	15	three	three	NUM
fcis-25906	63	16	planes	plane	NOUN
fcis-25906	63	17	are	be	AUX
fcis-25906	63	18	connected	connect	VERB
fcis-25906	63	19	together	together	ADV
fcis-25906	63	20	to	to	PART
fcis-25906	63	21	form	form	VERB
fcis-25906	63	22	lbp	lbp	NOUN
fcis-25906	63	23	-	-	PUNCT
fcis-25906	63	24	top	top	NOUN
fcis-25906	63	25	.	.	PUNCT
fcis-25906	64	1	lu	lu	AUX
fcis-25906	64	2	guanming	guanme	VERB
fcis-25906	64	3	et	et	PROPN
fcis-25906	64	4	al	al	PROPN
fcis-25906	64	5	.	.	PROPN
fcis-25906	64	6	used	use	VERB
fcis-25906	64	7	the	the	DET
fcis-25906	64	8	lbptop	lbptop	ADJ
fcis-25906	64	9	algorithm	algorithm	NOUN
fcis-25906	64	10	to	to	PART
fcis-25906	64	11	extract	extract	VERB
fcis-25906	64	12	features	feature	NOUN
fcis-25906	64	13	for	for	ADP
fcis-25906	64	14	micro	micro	ADJ
fcis-25906	64	15	expression	expression	NOUN
fcis-25906	64	16	recognition	recognition	NOUN
fcis-25906	64	17	,	,	PUNCT
fcis-25906	64	18	and	and	CCONJ
fcis-25906	64	19	then	then	ADV
fcis-25906	64	20	used	use	VERB
fcis-25906	64	21	relieff	relieff	NOUN
fcis-25906	64	22	and	and	CCONJ
fcis-25906	64	23	locally	locally	ADV
fcis-25906	64	24	linear	linear	ADJ
fcis-25906	64	25	embedding	embed	VERB
fcis-25906	64	26	(	(	PUNCT
fcis-25906	64	27	lle	lle	PROPN
fcis-25906	64	28	)	)	PUNCT
fcis-25906	64	29	manifold	manifold	ADJ
fcis-25906	64	30	learning	learn	VERB
fcis-25906	64	31	algorithms	algorithm	NOUN
fcis-25906	64	32	to	to	PART
fcis-25906	64	33	reduce	reduce	VERB
fcis-25906	64	34	the	the	DET
fcis-25906	64	35	dimensionality	dimensionality	NOUN
fcis-25906	64	36	of	of	ADP
fcis-25906	64	37	the	the	DET
fcis-25906	64	38	extracted	extract	VERB
fcis-25906	64	39	lbp	lbp	NOUN
fcis-25906	64	40	-	-	PUNCT
fcis-25906	64	41	top	top	ADJ
fcis-25906	64	42	feature	feature	NOUN
fcis-25906	64	43	vectors	vector	NOUN
fcis-25906	64	44	.	.	PUNCT
fcis-25906	65	1	finally	finally	ADV
fcis-25906	65	2	,	,	PUNCT
fcis-25906	65	3	a	a	DET
fcis-25906	65	4	support	support	NOUN
fcis-25906	65	5	vector	vector	NOUN
fcis-25906	65	6	machine	machine	NOUN
fcis-25906	65	7	(	(	PUNCT
fcis-25906	65	8	svm	svm	ADJ
fcis-25906	65	9	)	)	PUNCT
fcis-25906	65	10	classifier	classifier	NOUN
fcis-25906	65	11	was	be	AUX
fcis-25906	65	12	used	use	VERB
fcis-25906	65	13	for	for	ADP
fcis-25906	65	14	classification	classification	NOUN
fcis-25906	65	15	,	,	PUNCT
fcis-25906	65	16	and	and	CCONJ
fcis-25906	65	17	good	good	ADJ
fcis-25906	65	18	results	result	NOUN
fcis-25906	65	19	were	be	AUX
fcis-25906	65	20	achieved	achieve	VERB
fcis-25906	65	21	through	through	ADP
fcis-25906	65	22	experiments	experiment	NOUN
fcis-25906	65	23	in	in	ADP
fcis-25906	65	24	the	the	DET
fcis-25906	65	25	casme	casme	PROPN
fcis-25906	65	26	ii	ii	PROPN
fcis-25906	65	27	micro	micro	PROPN
fcis-25906	65	28	expression	expression	NOUN
fcis-25906	65	29	database	database	NOUN
fcis-25906	66	1	[	[	X
fcis-25906	66	2	15	15	NUM
fcis-25906	66	3	]	]	SYM
fcis-25906	66	4	.	.	PUNCT
fcis-25906	67	1	3.2	3.2	NUM
fcis-25906	67	2	.	.	PUNCT
fcis-25906	67	3	micro	micro	ADJ
fcis-25906	67	4	expression	expression	NOUN
fcis-25906	67	5	peak	peak	NOUN
fcis-25906	67	6	frame	frame	NOUN
fcis-25906	67	7	detection	detection	NOUN
fcis-25906	67	8	algorithm	algorithm	NOUN
fcis-25906	67	9	based	base	VERB
fcis-25906	67	10	on	on	ADP
fcis-25906	67	11	rhoof	rhoof	NOUN
fcis-25906	67	12	features	feature	VERB
fcis-25906	67	13	rhoof	rhoof	NOUN
fcis-25906	67	14	is	be	AUX
fcis-25906	67	15	an	an	DET
fcis-25906	67	16	algorithm	algorithm	NOUN
fcis-25906	67	17	used	use	VERB
fcis-25906	67	18	for	for	ADP
fcis-25906	67	19	micro	micro	ADJ
fcis-25906	67	20	expression	expression	NOUN
fcis-25906	67	21	feature	feature	NOUN
fcis-25906	67	22	extraction	extraction	NOUN
fcis-25906	67	23	.	.	PUNCT
fcis-25906	68	1	it	it	PRON
fcis-25906	68	2	divides	divide	VERB
fcis-25906	68	3	facial	facial	ADJ
fcis-25906	68	4	regions	region	NOUN
fcis-25906	68	5	based	base	VERB
fcis-25906	68	6	on	on	ADP
fcis-25906	68	7	detected	detect	VERB
fcis-25906	68	8	keypoint	keypoint	NOUN
fcis-25906	68	9	coordinates	coordinate	NOUN
fcis-25906	68	10	(	(	PUNCT
fcis-25906	68	11	such	such	ADJ
fcis-25906	68	12	as	as	ADP
fcis-25906	68	13	eyes	eye	NOUN
fcis-25906	68	14	,	,	PUNCT
fcis-25906	68	15	eyebrows	eyebrow	NOUN
fcis-25906	68	16	,	,	PUNCT
fcis-25906	68	17	mouth	mouth	NOUN
fcis-25906	68	18	,	,	PUNCT
fcis-25906	68	19	etc	etc	X
fcis-25906	68	20	.	.	X
fcis-25906	68	21	)	)	PUNCT
fcis-25906	68	22	,	,	PUNCT
fcis-25906	68	23	and	and	CCONJ
fcis-25906	68	24	then	then	ADV
fcis-25906	68	25	performs	perform	VERB
fcis-25906	68	26	hoof	hoof	ADJ
fcis-25906	68	27	feature	feature	NOUN
fcis-25906	68	28	extraction	extraction	NOUN
fcis-25906	68	29	on	on	ADP
fcis-25906	68	30	the	the	DET
fcis-25906	68	31	face	face	NOUN
fcis-25906	68	32	within	within	ADP
fcis-25906	68	33	the	the	DET
fcis-25906	68	34	divided	divide	VERB
fcis-25906	68	35	regions	region	NOUN
fcis-25906	68	36	to	to	PART
fcis-25906	68	37	describe	describe	VERB
fcis-25906	68	38	the	the	DET
fcis-25906	68	39	facial	facial	ADJ
fcis-25906	68	40	muscle	muscle	NOUN
fcis-25906	68	41	movement	movement	NOUN
fcis-25906	68	42	in	in	ADP
fcis-25906	68	43	each	each	DET
fcis-25906	68	44	region	region	NOUN
fcis-25906	68	45	.	.	PUNCT
fcis-25906	69	1	finally	finally	ADV
fcis-25906	69	2	,	,	PUNCT
fcis-25906	69	3	detecting	detect	VERB
fcis-25906	69	4	the	the	DET
fcis-25906	69	5	peak	peak	NOUN
fcis-25906	69	6	of	of	ADP
fcis-25906	69	7	micro	micro	ADJ
fcis-25906	69	8	expressions	expression	NOUN
fcis-25906	69	9	based	base	VERB
fcis-25906	69	10	on	on	ADP
fcis-25906	69	11	changes	change	NOUN
fcis-25906	69	12	in	in	ADP
fcis-25906	69	13	facial	facial	ADJ
fcis-25906	69	14	muscle	muscle	NOUN
fcis-25906	69	15	movement	movement	NOUN
fcis-25906	69	16	direction	direction	NOUN
fcis-25906	69	17	is	be	AUX
fcis-25906	69	18	a	a	DET
fcis-25906	69	19	crucial	crucial	ADJ
fcis-25906	69	20	step	step	NOUN
fcis-25906	69	21	in	in	ADP
fcis-25906	69	22	micro	micro	ADJ
fcis-25906	69	23	expression	expression	NOUN
fcis-25906	69	24	analysis	analysis	NOUN
fcis-25906	69	25	,	,	PUNCT
fcis-25906	69	26	which	which	PRON
fcis-25906	69	27	can	can	AUX
fcis-25906	69	28	effectively	effectively	ADV
fcis-25906	69	29	improve	improve	VERB
fcis-25906	69	30	the	the	DET
fcis-25906	69	31	accuracy	accuracy	NOUN
fcis-25906	69	32	of	of	ADP
fcis-25906	69	33	micro	micro	ADJ
fcis-25906	69	34	expression	expression	NOUN
fcis-25906	69	35	recognition	recognition	NOUN
fcis-25906	69	36	.	.	PUNCT
fcis-25906	70	1	ma	ma	PROPN
fcis-25906	70	2	haoyuan	haoyuan	PROPN
fcis-25906	70	3	et	et	PROPN
fcis-25906	70	4	al	al	PROPN
fcis-25906	70	5	.	.	PROPN
fcis-25906	70	6	proposed	propose	VERB
fcis-25906	70	7	a	a	DET
fcis-25906	70	8	new	new	ADJ
fcis-25906	70	9	method	method	NOUN
fcis-25906	70	10	rhoof	rhoof	NOUN
fcis-25906	70	11	for	for	ADP
fcis-25906	70	12	extracting	extract	VERB
fcis-25906	70	13	micro	micro	ADJ
fcis-25906	70	14	expression	expression	NOUN
fcis-25906	70	15	features	feature	NOUN
fcis-25906	70	16	,	,	PUNCT
fcis-25906	70	17	which	which	PRON
fcis-25906	70	18	detects	detect	VERB
fcis-25906	70	19	facial	facial	ADJ
fcis-25906	70	20	landmarks	landmark	NOUN
fcis-25906	70	21	and	and	CCONJ
fcis-25906	70	22	selects	select	VERB
fcis-25906	70	23	5	5	NUM
fcis-25906	70	24	regions	region	NOUN
fcis-25906	70	25	of	of	ADP
fcis-25906	70	26	interest	interest	NOUN
fcis-25906	70	27	(	(	PUNCT
fcis-25906	70	28	rois	rois	PROPN
fcis-25906	70	29	)	)	PUNCT
fcis-25906	70	30	from	from	ADP
fcis-25906	70	31	facial	facial	ADJ
fcis-25906	70	32	regions	region	NOUN
fcis-25906	70	33	based	base	VERB
fcis-25906	70	34	on	on	ADP
fcis-25906	70	35	the	the	DET
fcis-25906	70	36	frequency	frequency	NOUN
fcis-25906	70	37	of	of	ADP
fcis-25906	70	38	action	action	NOUN
fcis-25906	70	39	units	unit	NOUN
fcis-25906	70	40	.	.	PUNCT
fcis-25906	71	1	finally	finally	ADV
fcis-25906	71	2	,	,	PUNCT
fcis-25906	71	3	the	the	DET
fcis-25906	71	4	hoof	hoof	NOUN
fcis-25906	71	5	of	of	ADP
fcis-25906	71	6	these	these	DET
fcis-25906	71	7	rois	rois	NOUN
fcis-25906	71	8	was	be	AUX
fcis-25906	71	9	calculated	calculate	VERB
fcis-25906	71	10	and	and	CCONJ
fcis-25906	71	11	experiments	experiment	NOUN
fcis-25906	71	12	were	be	AUX
fcis-25906	71	13	conducted	conduct	VERB
fcis-25906	71	14	on	on	ADP
fcis-25906	71	15	the	the	DET
fcis-25906	71	16	micro	micro	ADJ
fcis-25906	71	17	expression	expression	NOUN
fcis-25906	71	18	databases	database	VERB
fcis-25906	71	19	casme	casme	NOUN
fcis-25906	71	20	and	and	CCONJ
fcis-25906	71	21	casme	casme	PROPN
fcis-25906	71	22	ii	ii	PROPN
fcis-25906	72	1	[	[	X
fcis-25906	72	2	16	16	NUM
fcis-25906	72	3	]	]	PUNCT
fcis-25906	72	4	,	,	PUNCT
fcis-25906	72	5	achieving	achieve	VERB
fcis-25906	72	6	good	good	ADJ
fcis-25906	72	7	results	result	NOUN
fcis-25906	72	8	compared	compare	VERB
fcis-25906	72	9	to	to	ADP
fcis-25906	72	10	other	other	ADJ
fcis-25906	72	11	methods	method	NOUN
fcis-25906	72	12	.	.	PUNCT
fcis-25906	73	1	4	4	X
fcis-25906	73	2	.	.	X
fcis-25906	73	3	application	application	NOUN
fcis-25906	73	4	scenarios	scenario	NOUN
fcis-25906	73	5	the	the	DET
fcis-25906	73	6	study	study	NOUN
fcis-25906	73	7	of	of	ADP
fcis-25906	73	8	micro	micro	ADJ
fcis-25906	73	9	expressions	expression	NOUN
fcis-25906	73	10	is	be	AUX
fcis-25906	73	11	to	to	PART
fcis-25906	73	12	interpret	interpret	VERB
fcis-25906	73	13	people	people	NOUN
fcis-25906	73	14	's	's	PART
fcis-25906	73	15	true	true	ADJ
fcis-25906	73	16	emotional	emotional	ADJ
fcis-25906	73	17	states	state	NOUN
fcis-25906	73	18	by	by	ADP
fcis-25906	73	19	analyzing	analyze	VERB
fcis-25906	73	20	subtle	subtle	ADJ
fcis-25906	73	21	changes	change	NOUN
fcis-25906	73	22	in	in	ADP
fcis-25906	73	23	facial	facial	ADJ
fcis-25906	73	24	muscles	muscle	NOUN
fcis-25906	73	25	.	.	PUNCT
fcis-25906	74	1	as	as	SCONJ
fcis-25906	74	2	micro	micro	ADJ
fcis-25906	74	3	expressions	expression	NOUN
fcis-25906	74	4	are	be	AUX
fcis-25906	74	5	often	often	ADV
fcis-25906	74	6	inadvertently	inadvertently	ADV
fcis-25906	74	7	revealed	reveal	VERB
fcis-25906	74	8	when	when	SCONJ
fcis-25906	74	9	people	people	NOUN
fcis-25906	74	10	try	try	VERB
fcis-25906	74	11	to	to	PART
fcis-25906	74	12	hide	hide	VERB
fcis-25906	74	13	their	their	PRON
fcis-25906	74	14	true	true	ADJ
fcis-25906	74	15	emotions	emotion	NOUN
fcis-25906	74	16	,	,	PUNCT
fcis-25906	74	17	micro	micro	ADJ
fcis-25906	74	18	expression	expression	NOUN
fcis-25906	74	19	analysis	analysis	NOUN
fcis-25906	74	20	is	be	AUX
fcis-25906	74	21	widely	widely	ADV
fcis-25906	74	22	used	use	VERB
fcis-25906	74	23	in	in	ADP
fcis-25906	74	24	the	the	DET
fcis-25906	74	25	field	field	NOUN
fcis-25906	74	26	of	of	ADP
fcis-25906	74	27	psychology	psychology	NOUN
fcis-25906	74	28	.	.	PUNCT
fcis-25906	75	1	for	for	ADP
fcis-25906	75	2	example	example	NOUN
fcis-25906	75	3	,	,	PUNCT
fcis-25906	75	4	computer	computer	NOUN
fcis-25906	75	5	vision	vision	NOUN
fcis-25906	75	6	technology	technology	NOUN
fcis-25906	75	7	and	and	CCONJ
fcis-25906	75	8	psychological	psychological	ADJ
fcis-25906	75	9	knowledge	knowledge	NOUN
fcis-25906	75	10	can	can	AUX
fcis-25906	75	11	be	be	AUX
fcis-25906	75	12	used	use	VERB
fcis-25906	75	13	to	to	PART
fcis-25906	75	14	analyze	analyze	VERB
fcis-25906	75	15	a	a	DET
fcis-25906	75	16	person	person	NOUN
fcis-25906	75	17	's	's	PART
fcis-25906	75	18	micro	micro	ADJ
fcis-25906	75	19	expressions	expression	NOUN
fcis-25906	75	20	to	to	PART
fcis-25906	75	21	test	test	VERB
fcis-25906	75	22	whether	whether	SCONJ
fcis-25906	75	23	they	they	PRON
fcis-25906	75	24	are	be	AUX
fcis-25906	75	25	lying	lie	VERB
fcis-25906	75	26	[	[	PUNCT
fcis-25906	75	27	17	17	NUM
fcis-25906	75	28	]	]	PUNCT
fcis-25906	75	29	.	.	PUNCT
fcis-25906	76	1	in	in	ADP
fcis-25906	76	2	terms	term	NOUN
fcis-25906	76	3	of	of	ADP
fcis-25906	76	4	customer	customer	NOUN
fcis-25906	76	5	service	service	NOUN
fcis-25906	76	6	,	,	PUNCT
fcis-25906	76	7	the	the	DET
fcis-25906	76	8	emotional	emotional	ADJ
fcis-25906	76	9	state	state	NOUN
fcis-25906	76	10	of	of	ADP
fcis-25906	76	11	customers	customer	NOUN
fcis-25906	76	12	can	can	AUX
fcis-25906	76	13	be	be	AUX
fcis-25906	76	14	analyzed	analyze	VERB
fcis-25906	76	15	by	by	ADP
fcis-25906	76	16	recognizing	recognize	VERB
fcis-25906	76	17	their	their	PRON
fcis-25906	76	18	micro	micro	ADJ
fcis-25906	76	19	expressions	expression	NOUN
fcis-25906	76	20	.	.	PUNCT
fcis-25906	77	1	if	if	SCONJ
fcis-25906	77	2	there	there	PRON
fcis-25906	77	3	is	be	VERB
fcis-25906	77	4	dissatisfaction	dissatisfaction	NOUN
fcis-25906	77	5	or	or	CCONJ
fcis-25906	77	6	confusion	confusion	NOUN
fcis-25906	77	7	,	,	PUNCT
fcis-25906	77	8	service	service	NOUN
fcis-25906	77	9	personnel	personnel	NOUN
fcis-25906	77	10	can	can	AUX
fcis-25906	77	11	adjust	adjust	VERB
fcis-25906	77	12	service	service	NOUN
fcis-25906	77	13	policies	policy	NOUN
fcis-25906	77	14	in	in	ADP
fcis-25906	77	15	a	a	DET
fcis-25906	77	16	timely	timely	ADJ
fcis-25906	77	17	manner	manner	NOUN
fcis-25906	77	18	.	.	PUNCT
fcis-25906	78	1	in	in	ADP
fcis-25906	78	2	terms	term	NOUN
fcis-25906	78	3	of	of	ADP
fcis-25906	78	4	medical	medical	ADJ
fcis-25906	78	5	diagnosis	diagnosis	NOUN
fcis-25906	78	6	,	,	PUNCT
fcis-25906	78	7	micro	micro	ADJ
fcis-25906	78	8	expression	expression	NOUN
fcis-25906	78	9	recognition	recognition	NOUN
fcis-25906	78	10	technology	technology	NOUN
fcis-25906	78	11	can	can	AUX
fcis-25906	78	12	help	help	VERB
fcis-25906	78	13	medical	medical	ADJ
fcis-25906	78	14	staff	staff	NOUN
fcis-25906	78	15	identify	identify	VERB
fcis-25906	78	16	subtle	subtle	ADJ
fcis-25906	78	17	emotional	emotional	ADJ
fcis-25906	78	18	changes	change	NOUN
fcis-25906	78	19	in	in	ADP
fcis-25906	78	20	patients	patient	NOUN
fcis-25906	78	21	,	,	PUNCT
fcis-25906	78	22	thereby	thereby	ADV
fcis-25906	78	23	quickly	quickly	ADV
fcis-25906	78	24	and	and	CCONJ
fcis-25906	78	25	accurately	accurately	ADV
fcis-25906	78	26	detecting	detect	VERB
fcis-25906	78	27	and	and	CCONJ
fcis-25906	78	28	diagnosing	diagnose	VERB
fcis-25906	78	29	the	the	DET
fcis-25906	78	30	condition	condition	NOUN
fcis-25906	78	31	[	[	X
fcis-25906	78	32	18	18	NUM
fcis-25906	78	33	]	]	PUNCT
fcis-25906	78	34	.	.	PUNCT
fcis-25906	79	1	with	with	ADP
fcis-25906	79	2	the	the	DET
fcis-25906	79	3	continuous	continuous	ADJ
fcis-25906	79	4	deepening	deepening	NOUN
fcis-25906	79	5	of	of	ADP
fcis-25906	79	6	research	research	NOUN
fcis-25906	79	7	on	on	ADP
fcis-25906	79	8	48	48	NUM
fcis-25906	79	9	micro	micro	ADJ
fcis-25906	79	10	expressions	expression	NOUN
fcis-25906	79	11	,	,	PUNCT
fcis-25906	79	12	on	on	ADP
fcis-25906	79	13	the	the	DET
fcis-25906	79	14	one	one	NUM
fcis-25906	79	15	hand	hand	NOUN
fcis-25906	79	16	,	,	PUNCT
fcis-25906	79	17	it	it	PRON
fcis-25906	79	18	can	can	AUX
fcis-25906	79	19	enhance	enhance	VERB
fcis-25906	79	20	the	the	DET
fcis-25906	79	21	recognition	recognition	NOUN
fcis-25906	79	22	and	and	CCONJ
fcis-25906	79	23	understanding	understanding	NOUN
fcis-25906	79	24	of	of	ADP
fcis-25906	79	25	human	human	ADJ
fcis-25906	79	26	emotional	emotional	ADJ
fcis-25906	79	27	expression	expression	NOUN
fcis-25906	79	28	,	,	PUNCT
fcis-25906	79	29	and	and	CCONJ
fcis-25906	79	30	on	on	ADP
fcis-25906	79	31	the	the	DET
fcis-25906	79	32	other	other	ADJ
fcis-25906	79	33	hand	hand	NOUN
fcis-25906	79	34	,	,	PUNCT
fcis-25906	79	35	it	it	PRON
fcis-25906	79	36	can	can	AUX
fcis-25906	79	37	play	play	VERB
fcis-25906	79	38	an	an	DET
fcis-25906	79	39	important	important	ADJ
fcis-25906	79	40	role	role	NOUN
fcis-25906	79	41	in	in	ADP
fcis-25906	79	42	human	human	ADJ
fcis-25906	79	43	-	-	PUNCT
fcis-25906	79	44	computer	computer	NOUN
fcis-25906	79	45	interaction	interaction	NOUN
fcis-25906	79	46	,	,	PUNCT
fcis-25906	79	47	security	security	NOUN
fcis-25906	79	48	monitoring	monitoring	NOUN
fcis-25906	79	49	,	,	PUNCT
fcis-25906	79	50	diplomatic	diplomatic	ADJ
fcis-25906	79	51	negotiations	negotiation	NOUN
fcis-25906	79	52	and	and	CCONJ
fcis-25906	79	53	other	other	ADJ
fcis-25906	79	54	fields	field	NOUN
fcis-25906	79	55	.	.	PUNCT
fcis-25906	80	1	5	5	X
fcis-25906	80	2	.	.	X
fcis-25906	80	3	challenges	challenge	NOUN
fcis-25906	80	4	facing	face	VERB
fcis-25906	80	5	future	future	ADJ
fcis-25906	80	6	development	development	NOUN
fcis-25906	80	7	at	at	ADP
fcis-25906	80	8	present	present	ADJ
fcis-25906	80	9	,	,	PUNCT
fcis-25906	80	10	there	there	PRON
fcis-25906	80	11	are	be	VERB
fcis-25906	80	12	many	many	ADJ
fcis-25906	80	13	technologies	technology	NOUN
fcis-25906	80	14	for	for	ADP
fcis-25906	80	15	micro	micro	ADJ
fcis-25906	80	16	expression	expression	NOUN
fcis-25906	80	17	recognition	recognition	NOUN
fcis-25906	80	18	,	,	PUNCT
fcis-25906	80	19	and	and	CCONJ
fcis-25906	80	20	the	the	DET
fcis-25906	80	21	accuracy	accuracy	NOUN
fcis-25906	80	22	of	of	ADP
fcis-25906	80	23	micro	micro	ADJ
fcis-25906	80	24	expression	expression	NOUN
fcis-25906	80	25	recognition	recognition	NOUN
fcis-25906	80	26	has	have	AUX
fcis-25906	80	27	been	be	AUX
fcis-25906	80	28	greatly	greatly	ADV
fcis-25906	80	29	improved	improve	VERB
fcis-25906	80	30	.	.	PUNCT
fcis-25906	81	1	however	however	ADV
fcis-25906	81	2	,	,	PUNCT
fcis-25906	81	3	the	the	DET
fcis-25906	81	4	existing	exist	VERB
fcis-25906	81	5	publicly	publicly	ADV
fcis-25906	81	6	available	available	ADJ
fcis-25906	81	7	micro	micro	ADJ
fcis-25906	81	8	expression	expression	NOUN
fcis-25906	81	9	datasets	dataset	NOUN
fcis-25906	81	10	have	have	VERB
fcis-25906	81	11	extremely	extremely	ADV
fcis-25906	81	12	limited	limited	ADJ
fcis-25906	81	13	image	image	NOUN
fcis-25906	81	14	sample	sample	NOUN
fcis-25906	81	15	sizes	size	NOUN
fcis-25906	81	16	and	and	CCONJ
fcis-25906	81	17	types	type	NOUN
fcis-25906	81	18	,	,	PUNCT
fcis-25906	81	19	and	and	CCONJ
fcis-25906	81	20	the	the	DET
fcis-25906	81	21	feature	feature	NOUN
fcis-25906	81	22	extraction	extraction	NOUN
fcis-25906	81	23	of	of	ADP
fcis-25906	81	24	facial	facial	ADJ
fcis-25906	81	25	muscle	muscle	NOUN
fcis-25906	81	26	movements	movement	NOUN
fcis-25906	81	27	is	be	AUX
fcis-25906	81	28	relatively	relatively	ADV
fcis-25906	81	29	difficult	difficult	ADJ
fcis-25906	81	30	,	,	PUNCT
fcis-25906	81	31	resulting	result	VERB
fcis-25906	81	32	in	in	ADP
fcis-25906	81	33	weak	weak	ADJ
fcis-25906	81	34	generalization	generalization	NOUN
fcis-25906	81	35	ability	ability	NOUN
fcis-25906	81	36	of	of	ADP
fcis-25906	81	37	micro	micro	ADJ
fcis-25906	81	38	expression	expression	NOUN
fcis-25906	81	39	recognition	recognition	NOUN
fcis-25906	81	40	.	.	PUNCT
fcis-25906	82	1	in	in	ADP
fcis-25906	82	2	future	future	ADJ
fcis-25906	82	3	in	in	ADP
fcis-25906	82	4	-	-	PUNCT
fcis-25906	82	5	depth	depth	NOUN
fcis-25906	82	6	research	research	NOUN
fcis-25906	82	7	,	,	PUNCT
fcis-25906	82	8	data	datum	NOUN
fcis-25906	82	9	augmentation	augmentation	NOUN
fcis-25906	82	10	operations	operation	NOUN
fcis-25906	82	11	can	can	AUX
fcis-25906	82	12	be	be	AUX
fcis-25906	82	13	performed	perform	VERB
fcis-25906	82	14	on	on	ADP
fcis-25906	82	15	the	the	DET
fcis-25906	82	16	data	datum	NOUN
fcis-25906	82	17	during	during	ADP
fcis-25906	82	18	the	the	DET
fcis-25906	82	19	preprocessing	preprocessing	NOUN
fcis-25906	82	20	stage	stage	NOUN
fcis-25906	82	21	to	to	PART
fcis-25906	82	22	increase	increase	VERB
fcis-25906	82	23	the	the	DET
fcis-25906	82	24	sample	sample	NOUN
fcis-25906	82	25	size	size	NOUN
fcis-25906	82	26	.	.	PUNCT
fcis-25906	83	1	in	in	ADP
fcis-25906	83	2	addition	addition	NOUN
fcis-25906	83	3	,	,	PUNCT
fcis-25906	83	4	to	to	PART
fcis-25906	83	5	avoid	avoid	VERB
fcis-25906	83	6	a	a	DET
fcis-25906	83	7	single	single	ADJ
fcis-25906	83	8	feature	feature	NOUN
fcis-25906	83	9	extraction	extraction	NOUN
fcis-25906	83	10	method	method	NOUN
fcis-25906	83	11	,	,	PUNCT
fcis-25906	83	12	deep	deep	ADJ
fcis-25906	83	13	neural	neural	ADJ
fcis-25906	83	14	network	network	NOUN
fcis-25906	83	15	models	model	NOUN
fcis-25906	83	16	or	or	CCONJ
fcis-25906	83	17	a	a	DET
fcis-25906	83	18	combination	combination	NOUN
fcis-25906	83	19	of	of	ADP
fcis-25906	83	20	multiple	multiple	ADJ
fcis-25906	83	21	models	model	NOUN
fcis-25906	83	22	can	can	AUX
fcis-25906	83	23	be	be	AUX
fcis-25906	83	24	used	use	VERB
fcis-25906	83	25	to	to	PART
fcis-25906	83	26	extract	extract	VERB
fcis-25906	83	27	micro	micro	ADJ
fcis-25906	83	28	expression	expression	NOUN
fcis-25906	83	29	features	feature	NOUN
fcis-25906	83	30	,	,	PUNCT
fcis-25906	83	31	which	which	PRON
fcis-25906	83	32	can	can	AUX
fcis-25906	83	33	enhance	enhance	VERB
fcis-25906	83	34	the	the	DET
fcis-25906	83	35	generalization	generalization	NOUN
fcis-25906	83	36	ability	ability	NOUN
fcis-25906	83	37	and	and	CCONJ
fcis-25906	83	38	robustness	robustness	NOUN
fcis-25906	83	39	of	of	ADP
fcis-25906	83	40	the	the	DET
fcis-25906	83	41	network	network	NOUN
fcis-25906	83	42	model	model	NOUN
fcis-25906	83	43	in	in	ADP
fcis-25906	83	44	recognizing	recognize	VERB
fcis-25906	83	45	micro	micro	NOUN
fcis-25906	83	46	expressions	expression	NOUN
fcis-25906	83	47	.	.	PUNCT
fcis-25906	84	1	acknowledgments	acknowledgment	NOUN
fcis-25906	84	2	guangdong	guangdong	PROPN
fcis-25906	84	3	university	university	PROPN
fcis-25906	84	4	of	of	ADP
fcis-25906	84	5	science	science	NOUN
fcis-25906	84	6	and	and	CCONJ
fcis-25906	84	7	technology	technology	NOUN
fcis-25906	84	8	,	,	PUNCT
fcis-25906	84	9	school	school	NOUN
fcis-25906	84	10	level	level	NOUN
fcis-25906	84	11	research	research	NOUN
fcis-25906	84	12	project	project	NOUN
fcis-25906	84	13	(	(	PUNCT
fcis-25906	84	14	natural	natural	ADJ
fcis-25906	84	15	sciences	science	NOUN
fcis-25906	84	16	)	)	PUNCT
fcis-25906	84	17	youth	youth	NOUN
fcis-25906	84	18	project+	project+	X
fcis-25906	84	19	gky2023kyqnk-2	gky2023kyqnk-2	PROPN
fcis-25906	84	20	.	.	PUNCT
fcis-25906	85	1	references	reference	NOUN
fcis-25906	85	2	[	[	X
fcis-25906	85	3	1	1	NUM
fcis-25906	85	4	]	]	PUNCT
fcis-25906	85	5	w.	w.	PROPN
fcis-25906	85	6	j.	j.	PROPN
fcis-25906	85	7	yan	yan	PROPN
fcis-25906	85	8	,	,	PUNCT
fcis-25906	85	9	q.	q.	PROPN
fcis-25906	85	10	wu	wu	PROPN
fcis-25906	85	11	,	,	PUNCT
fcis-25906	85	12	j.	j.	PROPN
fcis-25906	85	13	liang	liang	PROPN
fcis-25906	85	14	,	,	PUNCT
fcis-25906	85	15	et	et	PROPN
fcis-25906	85	16	al	al	PROPN
fcis-25906	85	17	.	.	PUNCT
fcis-25906	86	1	how	how	SCONJ
fcis-25906	86	2	fast	fast	ADV
fcis-25906	86	3	are	be	AUX
fcis-25906	86	4	the	the	DET
fcis-25906	86	5	leaked	leak	VERB
fcis-25906	86	6	facial	facial	ADJ
fcis-25906	86	7	expressions	expression	NOUN
fcis-25906	86	8	:	:	PUNCT
fcis-25906	86	9	the	the	DET
fcis-25906	86	10	duration	duration	NOUN
fcis-25906	86	11	of	of	ADP
fcis-25906	86	12	micro	micro	NOUN
fcis-25906	86	13	-	-	NOUN
fcis-25906	86	14	expression[j	expression[j	NOUN
fcis-25906	86	15	]	]	PUNCT
fcis-25906	86	16	.	.	PUNCT
fcis-25906	87	1	journal	journal	PROPN
fcis-25906	87	2	of	of	ADP
fcis-25906	87	3	nonverbal	nonverbal	ADJ
fcis-25906	87	4	behavior	behavior	NOUN
fcis-25906	87	5	,	,	PUNCT
fcis-25906	87	6	2013	2013	NUM
fcis-25906	87	7	,	,	PUNCT
fcis-25906	87	8	37(4	37(4	NUM
fcis-25906	87	9	):	):	PUNCT
fcis-25906	87	10	217	217	NUM
fcis-25906	87	11	-	-	SYM
fcis-25906	87	12	230	230	NUM
fcis-25906	87	13	.	.	PUNCT
fcis-25906	88	1	[	[	X
fcis-25906	88	2	2	2	NUM
fcis-25906	88	3	]	]	X
fcis-25906	88	4	paul	paul	PROPN
fcis-25906	88	5	ekman	ekman	PROPN
fcis-25906	88	6	.	.	PUNCT
fcis-25906	89	1	darwin	darwin	PROPN
fcis-25906	89	2	,	,	PUNCT
fcis-25906	89	3	deception	deception	NOUN
fcis-25906	89	4	,	,	PUNCT
fcis-25906	89	5	and	and	CCONJ
fcis-25906	89	6	facial	facial	ADJ
fcis-25906	89	7	expression[j	expression[j	NOUN
fcis-25906	89	8	]	]	PUNCT
fcis-25906	89	9	.	.	PUNCT
fcis-25906	90	1	annals	annal	NOUN
fcis-25906	90	2	of	of	ADP
fcis-25906	90	3	the	the	DET
fcis-25906	90	4	new	new	PROPN
fcis-25906	90	5	york	york	PROPN
fcis-25906	90	6	academy	academy	PROPN
fcis-25906	90	7	of	of	ADP
fcis-25906	90	8	sciences,2003	sciences,2003	PROPN
fcis-25906	90	9	,	,	PUNCT
fcis-25906	90	10	1000	1000	NUM
fcis-25906	90	11	(	(	PUNCT
fcis-25906	90	12	1):205	1):205	NOUN
fcis-25906	90	13	-	-	NUM
fcis-25906	90	14	221	221	NUM
fcis-25906	90	15	.	.	PUNCT
fcis-25906	91	1	[	[	X
fcis-25906	91	2	3	3	X
fcis-25906	91	3	]	]	PUNCT
fcis-25906	91	4	ekman	ekman	NOUN
fcis-25906	91	5	p	p	PROPN
fcis-25906	91	6	,	,	PUNCT
fcis-25906	91	7	friesen	friesen	PROPN
fcis-25906	91	8	v	v	PROPN
fcis-25906	91	9	w	w	PROPN
fcis-25906	91	10	.nonverbal	.nonverbal	ADJ
fcis-25906	91	11	leakage	leakage	NOUN
fcis-25906	91	12	and	and	CCONJ
fcis-25906	91	13	clues	clue	NOUN
fcis-25906	91	14	to	to	ADP
fcis-25906	91	15	deception[j].psychiatry,2016,32(1):88	deception[j].psychiatry,2016,32(1):88	NOUN
fcis-25906	91	16	-	-	PUNCT
fcis-25906	91	17	106	106	NUM
fcis-25906	91	18	.	.	PUNCT
fcis-25906	92	1	[	[	X
fcis-25906	92	2	4	4	X
fcis-25906	92	3	]	]	X
fcis-25906	92	4	e.	e.	PROPN
fcis-25906	92	5	l.	l.	PROPN
fcis-25906	92	6	rosenberg	rosenberg	PROPN
fcis-25906	92	7	,	,	PUNCT
fcis-25906	92	8	p.	p.	PROPN
fcis-25906	92	9	ekman	ekman	PROPN
fcis-25906	92	10	.	.	PUNCT
fcis-25906	93	1	what	what	PRON
fcis-25906	93	2	the	the	DET
fcis-25906	93	3	face	face	NOUN
fcis-25906	93	4	reveals	reveal	VERB
fcis-25906	93	5	:	:	PUNCT
fcis-25906	93	6	basic	basic	ADJ
fcis-25906	93	7	and	and	CCONJ
fcis-25906	93	8	applied	apply	VERB
fcis-25906	93	9	studies	study	NOUN
fcis-25906	93	10	of	of	ADP
fcis-25906	93	11	spontaneous	spontaneous	ADJ
fcis-25906	93	12	expression	expression	NOUN
fcis-25906	93	13	using	use	VERB
fcis-25906	93	14	the	the	DET
fcis-25906	93	15	facial	facial	ADJ
fcis-25906	93	16	action	action	NOUN
fcis-25906	93	17	coding	code	VERB
fcis-25906	93	18	system	system	NOUN
fcis-25906	93	19	(	(	PUNCT
fcis-25906	93	20	facs)[m	facs)[m	X
fcis-25906	93	21	]	]	PUNCT
fcis-25906	93	22	.	.	PUNCT
fcis-25906	94	1	usa	usa	PROPN
fcis-25906	94	2	:	:	PUNCT
fcis-25906	94	3	oxford	oxford	PROPN
fcis-25906	94	4	university	university	PROPN
fcis-25906	94	5	press	press	NOUN
fcis-25906	94	6	,	,	PUNCT
fcis-25906	94	7	2020	2020	NUM
fcis-25906	94	8	:	:	PUNCT
fcis-25906	94	9	49	49	NUM
fcis-25906	94	10	-	-	SYM
fcis-25906	94	11	62	62	NUM
fcis-25906	94	12	.	.	PUNCT
fcis-25906	95	1	[	[	X
fcis-25906	95	2	5	5	NUM
fcis-25906	95	3	]	]	PUNCT
fcis-25906	95	4	ekman	ekman	NOUN
fcis-25906	95	5	p	p	PROPN
fcis-25906	95	6	,	,	PUNCT
fcis-25906	95	7	friesen	friesen	PROPN
fcis-25906	95	8	w	w	PROPN
fcis-25906	95	9	v.	v.	ADP
fcis-25906	95	10	facial	facial	ADJ
fcis-25906	95	11	action	action	NOUN
fcis-25906	95	12	coding	code	VERB
fcis-25906	95	13	system	system	NOUN
fcis-25906	95	14	.	.	PUNCT
fcis-25906	96	1	palo	palo	PROPN
fcis-25906	96	2	alto	alto	PROPN
fcis-25906	96	3	:	:	PUNCT
fcis-25906	96	4	consulting	consulting	NOUN
fcis-25906	96	5	psychologists	psychologist	NOUN
fcis-25906	96	6	press	press	VERB
fcis-25906	96	7	,	,	PUNCT
fcis-25906	96	8	1977	1977	NUM
fcis-25906	96	9	.	.	PUNCT
fcis-25906	97	1	[	[	X
fcis-25906	97	2	6	6	NUM
fcis-25906	97	3	]	]	PUNCT
fcis-25906	97	4	ekman	ekman	PROPN
fcis-25906	97	5	p.	p.	PROPN
fcis-25906	97	6	lie	lie	NOUN
fcis-25906	97	7	catching	catch	VERB
fcis-25906	97	8	and	and	CCONJ
fcis-25906	97	9	microexpressions[j].the	microexpressions[j].the	DET
fcis-25906	97	10	philosophy	philosophy	NOUN
fcis-25906	97	11	of	of	ADP
fcis-25906	97	12	deception	deception	NOUN
fcis-25906	97	13	,	,	PUNCT
fcis-25906	97	14	2009	2009	NUM
fcis-25906	97	15	,	,	PUNCT
fcis-25906	97	16	1(2	1(2	NUM
fcis-25906	97	17	):	):	PUNCT
fcis-25906	97	18	5	5	NUM
fcis-25906	97	19	.	.	PUNCT
fcis-25906	98	1	[	[	X
fcis-25906	98	2	7	7	X
fcis-25906	98	3	]	]	SYM
fcis-25906	98	4	li	li	PROPN
fcis-25906	98	5	y	y	PROPN
fcis-25906	98	6	,	,	PUNCT
fcis-25906	98	7	wei	wei	PROPN
fcis-25906	98	8	j	j	PROPN
fcis-25906	98	9	,	,	PUNCT
fcis-25906	98	10	liu	liu	PROPN
fcis-25906	98	11	y	y	PROPN
fcis-25906	98	12	,	,	PUNCT
fcis-25906	98	13	et	et	PROPN
fcis-25906	98	14	al	al	PROPN
fcis-25906	98	15	.	.	PUNCT
fcis-25906	99	1	deep	deep	ADJ
fcis-25906	99	2	learning	learning	NOUN
fcis-25906	99	3	for	for	ADP
fcis-25906	99	4	micro	micro	ADJ
fcis-25906	99	5	-	-	NOUN
fcis-25906	99	6	expression	expression	ADJ
fcis-25906	99	7	recognition	recognition	NOUN
fcis-25906	99	8	:	:	PUNCT
fcis-25906	99	9	a	a	DET
fcis-25906	99	10	survey[j	survey[j	PROPN
fcis-25906	99	11	]	]	PUNCT
fcis-25906	99	12	.	.	PUNCT
fcis-25906	100	1	ieee	ieee	NOUN
fcis-25906	100	2	transactions	transaction	NOUN
fcis-25906	100	3	on	on	ADP
fcis-25906	100	4	affective	affective	ADJ
fcis-25906	100	5	computing	computing	NOUN
fcis-25906	100	6	,	,	PUNCT
fcis-25906	100	7	2022	2022	NUM
fcis-25906	100	8	,	,	PUNCT
fcis-25906	100	9	13(4	13(4	NUM
fcis-25906	100	10	):	):	PUNCT
fcis-25906	100	11	2028	2028	NUM
fcis-25906	100	12	-	-	SYM
fcis-25906	100	13	2046	2046	NUM
fcis-25906	100	14	.	.	PUNCT
fcis-25906	101	1	[	[	X
fcis-25906	101	2	8	8	NUM
fcis-25906	101	3	]	]	X
fcis-25906	101	4	zhang	zhang	PROPN
fcis-25906	101	5	yanliang	yanliang	PROPN
fcis-25906	101	6	,	,	PUNCT
fcis-25906	101	7	lu	lu	PROPN
fcis-25906	101	8	bing	bing	NOUN
fcis-25906	101	9	,	,	PUNCT
fcis-25906	101	10	jiang	jiang	PROPN
fcis-25906	101	11	hanxiao	hanxiao	PROPN
fcis-25906	101	12	,	,	PUNCT
fcis-25906	101	13	etc	etc	X
fcis-25906	101	14	research	research	NOUN
fcis-25906	101	15	on	on	ADP
fcis-25906	101	16	the	the	DET
fcis-25906	101	17	analysis	analysis	NOUN
fcis-25906	101	18	method	method	NOUN
fcis-25906	101	19	of	of	ADP
fcis-25906	101	20	correlation	correlation	NOUN
fcis-25906	101	21	between	between	ADP
fcis-25906	101	22	micro	micro	ADJ
fcis-25906	101	23	expression	expression	NOUN
fcis-25906	101	24	categories	category	NOUN
fcis-25906	101	25	and	and	CCONJ
fcis-25906	101	26	regions	region	NOUN
fcis-25906	101	27	[	[	X
fcis-25906	101	28	j	j	X
fcis-25906	101	29	]	]	X
fcis-25906	101	30	computer	computer	NOUN
fcis-25906	101	31	engineering	engineering	NOUN
fcis-25906	101	32	and	and	CCONJ
fcis-25906	101	33	applications	application	NOUN
fcis-25906	101	34	,	,	PUNCT
fcis-25906	101	35	2020,56	2020,56	PROPN
fcis-25906	101	36	(	(	PUNCT
fcis-25906	101	37	19	19	NUM
fcis-25906	101	38	):	):	PUNCT
fcis-25906	101	39	146	146	NUM
fcis-25906	101	40	-	-	SYM
fcis-25906	101	41	151	151	NUM
fcis-25906	101	42	.	.	PUNCT
fcis-25906	102	1	[	[	X
fcis-25906	102	2	9	9	NUM
fcis-25906	102	3	]	]	SYM
fcis-25906	102	4	yu	yu	PROPN
fcis-25906	102	5	yang	yang	PROPN
fcis-25906	102	6	,	,	PUNCT
fcis-25906	102	7	sun	sun	PROPN
fcis-25906	102	8	fangfang	fangfang	PROPN
fcis-25906	102	9	,	,	PUNCT
fcis-25906	102	10	lv	lv	PROPN
fcis-25906	102	11	hua	hua	PROPN
fcis-25906	102	12	,	,	PUNCT
fcis-25906	102	13	etc	etc	X
fcis-25906	102	14	micro	micro	X
fcis-25906	102	15	expression	expression	NOUN
fcis-25906	102	16	detection	detection	NOUN
fcis-25906	102	17	method	method	NOUN
fcis-25906	102	18	based	base	VERB
fcis-25906	102	19	on	on	ADP
fcis-25906	102	20	multi	multi	ADJ
fcis-25906	102	21	-	-	ADJ
fcis-25906	102	22	scale	scale	ADJ
fcis-25906	102	23	spatiotemporal	spatiotemporal	ADJ
fcis-25906	102	24	attention	attention	NOUN
fcis-25906	102	25	network	network	NOUN
fcis-25906	102	26	[	[	X
fcis-25906	102	27	j	j	X
fcis-25906	102	28	]	]	X
fcis-25906	102	29	computer	computer	NOUN
fcis-25906	102	30	engineering	engineering	NOUN
fcis-25906	102	31	,	,	PUNCT
fcis-25906	102	32	2024	2024	NUM
fcis-25906	102	33	,	,	PUNCT
fcis-25906	102	34	50	50	NUM
fcis-25906	102	35	(	(	PUNCT
fcis-25906	102	36	6	6	NUM
fcis-25906	102	37	):	):	PUNCT
fcis-25906	102	38	228	228	NUM
fcis-25906	102	39	-	-	SYM
fcis-25906	102	40	235	235	NUM
fcis-25906	102	41	.	.	PUNCT
fcis-25906	103	1	[	[	X
fcis-25906	103	2	10	10	NUM
fcis-25906	103	3	]	]	PUNCT
fcis-25906	103	4	she	she	PRON
fcis-25906	103	5	wenxiang	wenxiang	VERB
fcis-25906	103	6	,	,	PUNCT
fcis-25906	103	7	liu	liu	PROPN
fcis-25906	103	8	bin	bin	PROPN
fcis-25906	103	9	,	,	PUNCT
fcis-25906	103	10	tao	tao	PROPN
fcis-25906	103	11	jianhua	jianhua	PROPN
fcis-25906	103	12	,	,	PUNCT
fcis-25906	103	13	etc	etc	X
fcis-25906	103	14	micro	micro	X
fcis-25906	103	15	expression	expression	NOUN
fcis-25906	103	16	recognition	recognition	NOUN
fcis-25906	103	17	method	method	NOUN
fcis-25906	103	18	based	base	VERB
fcis-25906	103	19	on	on	ADP
fcis-25906	103	20	multi	multi	ADJ
fcis-25906	103	21	-	-	ADJ
fcis-25906	103	22	channel	channel	ADJ
fcis-25906	103	23	motion	motion	NOUN
fcis-25906	103	24	feature	feature	NOUN
fcis-25906	103	25	fusion	fusion	NOUN
fcis-25906	103	26	[	[	X
fcis-25906	103	27	j	j	X
fcis-25906	103	28	]	]	X
fcis-25906	103	29	journal	journal	NOUN
fcis-25906	103	30	of	of	ADP
fcis-25906	103	31	computer	computer	NOUN
fcis-25906	103	32	aided	aid	VERB
fcis-25906	103	33	design	design	NOUN
fcis-25906	103	34	and	and	CCONJ
fcis-25906	103	35	graphics	graphic	NOUN
fcis-25906	103	36	,	,	PUNCT
fcis-25906	103	37	2021	2021	NUM
fcis-25906	103	38	,	,	PUNCT
fcis-25906	103	39	33	33	NUM
fcis-25906	103	40	(	(	PUNCT
fcis-25906	103	41	9	9	NUM
fcis-25906	103	42	):	):	PUNCT
fcis-25906	103	43	1457	1457	NUM
fcis-25906	103	44	-	-	SYM
fcis-25906	103	45	1465	1465	NUM
fcis-25906	103	46	.	.	PUNCT
fcis-25906	104	1	[	[	X
fcis-25906	104	2	11	11	NUM
fcis-25906	104	3	]	]	PUNCT
fcis-25906	104	4	xianye	xianye	PROPN
fcis-25906	104	5	ben	ben	PROPN
fcis-25906	104	6	,	,	PUNCT
fcis-25906	104	7	yi	yi	PROPN
fcis-25906	104	8	ren	ren	PROPN
fcis-25906	104	9	,	,	PUNCT
fcis-25906	104	10	junping	junpe	VERB
fcis-25906	104	11	zhang	zhang	PROPN
fcis-25906	104	12	,	,	PUNCT
fcis-25906	104	13	et	et	PROPN
fcis-25906	104	14	al	al	PROPN
fcis-25906	104	15	.	.	PROPN
fcis-25906	104	16	videobased	videobase	VERB
fcis-25906	104	17	facial	facial	ADJ
fcis-25906	104	18	micro	micro	NOUN
fcis-25906	104	19	-	-	NOUN
fcis-25906	104	20	expression	expression	ADJ
fcis-25906	104	21	analysis	analysis	NOUN
fcis-25906	104	22	:	:	PUNCT
fcis-25906	104	23	a	a	DET
fcis-25906	104	24	survey	survey	NOUN
fcis-25906	104	25	of	of	ADP
fcis-25906	104	26	datasets	dataset	NOUN
fcis-25906	104	27	,	,	PUNCT
fcis-25906	104	28	features	feature	NOUN
fcis-25906	104	29	and	and	CCONJ
fcis-25906	104	30	algorithms[j	algorithms[j	PROPN
fcis-25906	104	31	]	]	X
fcis-25906	104	32	.	.	PUNCT
fcis-25906	105	1	ieee	ieee	NOUN
fcis-25906	105	2	transactions	transaction	NOUN
fcis-25906	105	3	on	on	ADP
fcis-25906	105	4	pattern	pattern	NOUN
fcis-25906	105	5	analysis	analysis	NOUN
fcis-25906	105	6	and	and	CCONJ
fcis-25906	105	7	machine	machine	NOUN
fcis-25906	105	8	intelligence,2022,44(9):5826	intelligence,2022,44(9):5826	PROPN
fcis-25906	105	9	-	-	PROPN
fcis-25906	105	10	5846	5846	NUM
fcis-25906	105	11	.	.	PUNCT
fcis-25906	106	1	[	[	X
fcis-25906	106	2	12	12	NUM
fcis-25906	106	3	]	]	X
fcis-25906	106	4	davison	davison	PROPN
fcis-25906	106	5	a	a	PROPN
fcis-25906	106	6	k	k	NOUN
fcis-25906	106	7	,	,	PUNCT
fcis-25906	106	8	lansley	lansley	PROPN
fcis-25906	106	9	c	c	NOUN
fcis-25906	106	10	,	,	PUNCT
fcis-25906	106	11	costen	costen	ADJ
fcis-25906	106	12	n	n	CCONJ
fcis-25906	106	13	,	,	PUNCT
fcis-25906	106	14	et	et	PROPN
fcis-25906	106	15	al	al	PROPN
fcis-25906	106	16	.	.	PUNCT
fcis-25906	107	1	samm	samm	PROPN
fcis-25906	107	2	:	:	PUNCT
fcis-25906	107	3	a	a	DET
fcis-25906	107	4	spontaneous	spontaneous	ADJ
fcis-25906	107	5	micro	micro	ADJ
fcis-25906	107	6	-	-	ADJ
fcis-25906	107	7	facial	facial	ADJ
fcis-25906	107	8	movement	movement	NOUN
fcis-25906	107	9	dataset[j	dataset[j	NOUN
fcis-25906	107	10	]	]	PUNCT
fcis-25906	107	11	.	.	PUNCT
fcis-25906	108	1	ieee	ieee	NOUN
fcis-25906	108	2	transactions	transaction	NOUN
fcis-25906	108	3	on	on	ADP
fcis-25906	108	4	affective	affective	ADJ
fcis-25906	108	5	computing	computing	NOUN
fcis-25906	108	6	,	,	PUNCT
fcis-25906	108	7	2016	2016	NUM
fcis-25906	108	8	,	,	PUNCT
fcis-25906	108	9	9(1	9(1	NUM
fcis-25906	108	10	):	):	PUNCT
fcis-25906	108	11	116	116	NUM
fcis-25906	108	12	-	-	SYM
fcis-25906	108	13	129	129	NUM
fcis-25906	108	14	.	.	PUNCT
fcis-25906	109	1	[	[	X
fcis-25906	109	2	13	13	NUM
fcis-25906	109	3	]	]	PUNCT
fcis-25906	109	4	w.	w.	PROPN
fcis-25906	109	5	j.	j.	PROPN
fcis-25906	109	6	yan	yan	PROPN
fcis-25906	109	7	,	,	PUNCT
fcis-25906	109	8	x.	x.	PROPN
fcis-25906	109	9	li	li	PROPN
fcis-25906	109	10	,	,	PUNCT
fcis-25906	109	11	s.	s.	PROPN
fcis-25906	109	12	j.	j.	PROPN
fcis-25906	109	13	wang	wang	PROPN
fcis-25906	109	14	,	,	PUNCT
fcis-25906	109	15	et	et	PROPN
fcis-25906	109	16	al	al	PROPN
fcis-25906	109	17	.	.	PROPN
fcis-25906	109	18	casmeii	casmeii	PROPN
fcis-25906	109	19	:	:	PUNCT
fcis-25906	109	20	an	an	DET
fcis-25906	109	21	improved	improve	VERB
fcis-25906	109	22	spontaneous	spontaneous	ADJ
fcis-25906	109	23	micro	micro	ADJ
fcis-25906	109	24	expression	expression	NOUN
fcis-25906	109	25	database	database	NOUN
fcis-25906	109	26	and	and	CCONJ
fcis-25906	109	27	the	the	DET
fcis-25906	109	28	baseline	baseline	NOUN
fcis-25906	109	29	evaluation[j	evaluation[j	PROPN
fcis-25906	109	30	]	]	PUNCT
fcis-25906	109	31	.	.	PUNCT
fcis-25906	110	1	plos	plos	PROPN
fcis-25906	110	2	one	one	NUM
fcis-25906	110	3	,	,	PUNCT
fcis-25906	110	4	2014	2014	NUM
fcis-25906	110	5	,	,	PUNCT
fcis-25906	110	6	9(1	9(1	NUM
fcis-25906	110	7	):	):	PUNCT
fcis-25906	110	8	e86041	e86041	ADV
fcis-25906	110	9	.	.	PUNCT
fcis-25906	111	1	[	[	X
fcis-25906	111	2	14	14	NUM
fcis-25906	111	3	]	]	X
fcis-25906	111	4	guoying	guoye	VERB
fcis-25906	111	5	zhao	zhao	PROPN
fcis-25906	111	6	,	,	PUNCT
fcis-25906	111	7	matti	matti	PROPN
fcis-25906	111	8	pietikainen	pietikainen	PROPN
fcis-25906	111	9	.	.	PUNCT
fcis-25906	112	1	dynamic	dynamic	ADJ
fcis-25906	112	2	texture	texture	NOUN
fcis-25906	112	3	recognition	recognition	NOUN
fcis-25906	112	4	using	use	VERB
fcis-25906	112	5	local	local	ADJ
fcis-25906	112	6	binary	binary	ADJ
fcis-25906	112	7	patterns	pattern	NOUN
fcis-25906	112	8	with	with	ADP
fcis-25906	112	9	an	an	DET
fcis-25906	112	10	application	application	NOUN
fcis-25906	112	11	to	to	ADP
fcis-25906	112	12	facial	facial	ADJ
fcis-25906	112	13	expressions[j	expressions[j	NOUN
fcis-25906	112	14	]	]	PUNCT
fcis-25906	112	15	.	.	PUNCT
fcis-25906	113	1	ieee	ieee	NOUN
fcis-25906	113	2	transactions	transaction	NOUN
fcis-25906	113	3	on	on	ADP
fcis-25906	113	4	pattern	pattern	NOUN
fcis-25906	113	5	analysis	analysis	NOUN
fcis-25906	113	6	and	and	CCONJ
fcis-25906	113	7	machine	machine	NOUN
fcis-25906	113	8	intelligence,2007,29(6):915	intelligence,2007,29(6):915	NOUN
fcis-25906	113	9	-	-	PUNCT
fcis-25906	113	10	928	928	NUM
fcis-25906	113	11	.	.	PUNCT
fcis-25906	114	1	[	[	X
fcis-25906	114	2	15	15	NUM
fcis-25906	114	3	]	]	X
fcis-25906	114	4	lu	lu	NOUN
fcis-25906	114	5	guanming	guanme	VERB
fcis-25906	114	6	,	,	PUNCT
fcis-25906	114	7	yang	yang	PROPN
fcis-25906	114	8	cheng	cheng	PROPN
fcis-25906	114	9	,	,	PUNCT
fcis-25906	114	10	yang	yang	PROPN
fcis-25906	114	11	wenjuan	wenjuan	PROPN
fcis-25906	114	12	,	,	PUNCT
fcis-25906	114	13	et	et	PROPN
fcis-25906	114	14	al	al	PROPN
fcis-25906	114	15	.	.	PROPN
fcis-25906	114	16	micro	micro	PROPN
fcis-25906	114	17	expression	expression	NOUN
fcis-25906	114	18	recognition	recognition	NOUN
fcis-25906	114	19	based	base	VERB
fcis-25906	114	20	on	on	ADP
fcis-25906	114	21	lbp	lbp	NOUN
fcis-25906	114	22	-	-	PUNCT
fcis-25906	114	23	top	top	NOUN
fcis-25906	114	24	features	feature	VERB
fcis-25906	114	25	[	[	X
fcis-25906	114	26	j	j	X
fcis-25906	114	27	]	]	X
fcis-25906	114	28	.	.	PUNCT
fcis-25906	115	1	journal	journal	PROPN
fcis-25906	115	2	of	of	ADP
fcis-25906	115	3	nanjing	nanjing	PROPN
fcis-25906	115	4	university	university	PROPN
fcis-25906	115	5	of	of	ADP
fcis-25906	115	6	posts	post	NOUN
fcis-25906	115	7	and	and	CCONJ
fcis-25906	115	8	telecommunications	telecommunication	NOUN
fcis-25906	115	9	(	(	PUNCT
fcis-25906	115	10	natural	natural	ADJ
fcis-25906	115	11	science	science	NOUN
fcis-25906	115	12	edition	edition	NOUN
fcis-25906	115	13	)	)	PUNCT
fcis-25906	115	14	,	,	PUNCT
fcis-25906	115	15	2017	2017	NUM
fcis-25906	115	16	,	,	PUNCT
fcis-25906	115	17	37	37	NUM
fcis-25906	115	18	(	(	PUNCT
fcis-25906	115	19	06	06	NUM
fcis-25906	115	20	):	):	PUNCT
fcis-25906	115	21	1	1	NUM
fcis-25906	115	22	-	-	SYM
fcis-25906	115	23	7	7	NUM
fcis-25906	115	24	.	.	PUNCT
fcis-25906	116	1	[	[	X
fcis-25906	116	2	16	16	NUM
fcis-25906	116	3	]	]	X
fcis-25906	116	4	haoyuan	haoyuan	PROPN
fcis-25906	116	5	ma	ma	PROPN
fcis-25906	116	6	,	,	PUNCT
fcis-25906	116	7	gaoyun	gaoyun	VERB
fcis-25906	116	8	an	an	DET
fcis-25906	116	9	,	,	PUNCT
fcis-25906	116	10	shengjie	shengjie	PROPN
fcis-25906	116	11	wu	wu	PROPN
fcis-25906	116	12	,	,	PUNCT
fcis-25906	116	13	et	et	PROPN
fcis-25906	116	14	al	al	PROPN
fcis-25906	116	15	.	.	PUNCT
fcis-25906	117	1	a	a	DET
fcis-25906	117	2	region	region	NOUN
fcis-25906	117	3	histogram	histogram	NOUN
fcis-25906	117	4	of	of	ADP
fcis-25906	117	5	oriented	orient	VERB
fcis-25906	117	6	optical	optical	ADJ
fcis-25906	117	7	flow	flow	NOUN
fcis-25906	117	8	(	(	PUNCT
fcis-25906	117	9	rhoof	rhoof	NOUN
fcis-25906	117	10	)	)	PUNCT
fcis-25906	117	11	feature	feature	NOUN
fcis-25906	117	12	for	for	ADP
fcis-25906	117	13	apex	apex	NOUN
fcis-25906	117	14	frame	frame	NOUN
fcis-25906	117	15	spotting	spot	VERB
fcis-25906	117	16	in	in	ADP
fcis-25906	117	17	micro	micro	NOUN
fcis-25906	117	18	-	-	NOUN
fcis-25906	117	19	expression[c	expression[c	X
fcis-25906	117	20	]	]	PUNCT
fcis-25906	117	21	.	.	PUNCT
fcis-25906	118	1	//2017	//2017	PROPN
fcis-25906	119	1	international	international	ADJ
fcis-25906	119	2	symposium	symposium	NOUN
fcis-25906	119	3	on	on	ADP
fcis-25906	119	4	intelligent	intelligent	ADJ
fcis-25906	119	5	signal	signal	NOUN
fcis-25906	119	6	processing	processing	NOUN
fcis-25906	119	7	and	and	CCONJ
fcis-25906	119	8	communication	communication	NOUN
fcis-25906	119	9	systems	system	NOUN
fcis-25906	119	10	:	:	PUNCT
fcis-25906	119	11	ispacs	ispacs	PROPN
fcis-25906	119	12	2017	2017	NUM
fcis-25906	119	13	,	,	PUNCT
fcis-25906	119	14	xiamen	xiamen	PROPN
fcis-25906	119	15	,	,	PUNCT
fcis-25906	119	16	china	china	PROPN
fcis-25906	119	17	,	,	PUNCT
fcis-25906	119	18	6	6	NUM
fcis-25906	119	19	-	-	SYM
fcis-25906	119	20	9	9	NUM
fcis-25906	119	21	november	november	NOUN
fcis-25906	119	22	2017	2017	NUM
fcis-25906	119	23	,	,	PUNCT
fcis-25906	119	24	[	[	X
fcis-25906	119	25	v.1	v.1	X
fcis-25906	119	26	]	]	PUNCT
fcis-25906	119	27	.	.	PUNCT
fcis-25906	120	1	institute	institute	PROPN
fcis-25906	120	2	of	of	ADP
fcis-25906	120	3	electrical	electrical	ADJ
fcis-25906	120	4	and	and	CCONJ
fcis-25906	120	5	electronics	electronic	NOUN
fcis-25906	120	6	engineers	engineer	NOUN
fcis-25906	120	7	,	,	PUNCT
fcis-25906	120	8	2017:281	2017:281	PROPN
fcis-25906	120	9	-	-	PUNCT
fcis-25906	120	10	286	286	NUM
fcis-25906	120	11	.	.	PUNCT
fcis-25906	121	1	[	[	X
fcis-25906	121	2	17	17	NUM
fcis-25906	121	3	]	]	PUNCT
fcis-25906	121	4	shen	shen	PROPN
fcis-25906	121	5	xunbang	xunbang	PROPN
fcis-25906	121	6	,	,	PUNCT
fcis-25906	121	7	sui	sui	PROPN
fcis-25906	121	8	huajie	huajie	PROPN
fcis-25906	121	9	,	,	PUNCT
fcis-25906	121	10	fu	fu	PROPN
fcis-25906	121	11	xiaolan	xiaolan	NOUN
fcis-25906	121	12	the	the	DET
fcis-25906	121	13	application	application	NOUN
fcis-25906	121	14	of	of	ADP
fcis-25906	121	15	micro	micro	ADJ
fcis-25906	121	16	expressions	expression	NOUN
fcis-25906	121	17	in	in	ADP
fcis-25906	121	18	deception	deception	NOUN
fcis-25906	121	19	detection	detection	NOUN
fcis-25906	121	20	[	[	X
fcis-25906	121	21	j	j	X
fcis-25906	121	22	]	]	X
fcis-25906	121	23	progress	progress	NOUN
fcis-25906	121	24	in	in	ADP
fcis-25906	121	25	psychological	psychological	ADJ
fcis-25906	121	26	science	science	NOUN
fcis-25906	121	27	,	,	PUNCT
fcis-25906	121	28	2017	2017	NUM
fcis-25906	121	29	,	,	PUNCT
fcis-25906	121	30	25	25	NUM
fcis-25906	121	31	(	(	PUNCT
fcis-25906	121	32	2	2	NUM
fcis-25906	121	33	):	):	PUNCT
fcis-25906	121	34	211	211	NUM
fcis-25906	121	35	-	-	SYM
fcis-25906	121	36	220	220	NUM
fcis-25906	121	37	.	.	PUNCT
fcis-25906	122	1	[	[	X
fcis-25906	122	2	18	18	NUM
fcis-25906	122	3	]	]	X
fcis-25906	122	4	ma	ma	PROPN
fcis-25906	122	5	lin	lin	PROPN
fcis-25906	122	6	,	,	PUNCT
fcis-25906	122	7	chen	chen	PROPN
fcis-25906	122	8	wenfeng	wenfeng	PROPN
fcis-25906	122	9	,	,	PUNCT
fcis-25906	122	10	fu	fu	PROPN
fcis-25906	122	11	xiaolan	xiaolan	PROPN
fcis-25906	122	12	,	,	PUNCT
fcis-25906	122	13	etc	etc	X
fcis-25906	122	14	facial	facial	ADJ
fcis-25906	122	15	expression	expression	NOUN
fcis-25906	122	16	and	and	CCONJ
fcis-25906	122	17	micro	micro	ADJ
fcis-25906	122	18	expression	expression	NOUN
fcis-25906	122	19	recognition	recognition	NOUN
fcis-25906	122	20	in	in	ADP
fcis-25906	122	21	patients	patient	NOUN
fcis-25906	122	22	with	with	ADP
fcis-25906	122	23	depression	depression	NOUN
fcis-25906	122	24	[	[	X
fcis-25906	122	25	j	j	X
fcis-25906	122	26	]	]	X
fcis-25906	122	27	scientific	scientific	ADJ
fcis-25906	122	28	bulletin	bulletin	NOUN
fcis-25906	122	29	,	,	PUNCT
fcis-25906	122	30	2018	2018	NUM
fcis-25906	122	31	,	,	PUNCT
fcis-25906	122	32	63	63	NUM
fcis-25906	122	33	(	(	PUNCT
fcis-25906	122	34	20	20	NUM
fcis-25906	122	35	):	):	PUNCT
fcis-25906	122	36	2048	2048	NUM
fcis-25906	122	37	-	-	SYM
fcis-25906	122	38	2056	2056	NUM
fcis-25906	122	39	.	.	PUNCT