id	sid	tid	token	lemma	pos
ispiv-161	1	1	14th	14th	ADJ
ispiv-161	1	2	international	international	ADJ
ispiv-161	1	3	symposium	symposium	NOUN
ispiv-161	1	4	on	on	ADP
ispiv-161	1	5	particle	particle	NOUN
ispiv-161	1	6	image	image	NOUN
ispiv-161	1	7	velocimetry	velocimetry	NOUN
ispiv-161	1	8	–	–	PUNCT
ispiv-161	1	9	ispiv	ispiv	NOUN
ispiv-161	1	10	2021	2021	NUM
ispiv-161	1	11	august	august	PROPN
ispiv-161	1	12	1–5	1–5	NUM
ispiv-161	1	13	,	,	PUNCT
ispiv-161	1	14	2021	2021	NUM
ispiv-161	1	15	super	super	ADJ
ispiv-161	1	16	-	-	ADJ
ispiv-161	1	17	resolution	resolution	ADJ
ispiv-161	1	18	piv	piv	NOUN
ispiv-161	1	19	using	use	VERB
ispiv-161	1	20	multi	multi	ADJ
ispiv-161	1	21	-	-	ADJ
ispiv-161	1	22	frame	frame	ADJ
ispiv-161	1	23	displacement	displacement	ADJ
ispiv-161	1	24	information	information	NOUN
ispiv-161	1	25	zhenxing	zhenxing	PROPN
ispiv-161	1	26	ouyang1	ouyang1	PROPN
ispiv-161	1	27	,	,	PUNCT
ispiv-161	1	28	hua	hua	PROPN
ispiv-161	1	29	yang1∗	yang1∗	PROPN
ispiv-161	1	30	,	,	PUNCT
ispiv-161	1	31	yunkang	yunkang	PROPN
ispiv-161	1	32	cao1	cao1	PROPN
ispiv-161	1	33	,	,	PUNCT
ispiv-161	1	34	zhen	zhen	PROPN
ispiv-161	1	35	yang1	yang1	PROPN
ispiv-161	1	36	,	,	PUNCT
ispiv-161	1	37	zhouping	zhoupe	VERB
ispiv-161	1	38	yin1	yin1	PROPN
ispiv-161	1	39	1	1	NUM
ispiv-161	1	40	state	state	NOUN
ispiv-161	1	41	key	key	ADJ
ispiv-161	1	42	laboratory	laboratory	NOUN
ispiv-161	1	43	of	of	ADP
ispiv-161	1	44	digital	digital	ADJ
ispiv-161	1	45	manufacturing	manufacturing	NOUN
ispiv-161	1	46	equipment	equipment	NOUN
ispiv-161	1	47	and	and	CCONJ
ispiv-161	1	48	technology	technology	NOUN
ispiv-161	1	49	,	,	PUNCT
ispiv-161	1	50	huazhong	huazhong	PROPN
ispiv-161	1	51	university	university	PROPN
ispiv-161	1	52	of	of	ADP
ispiv-161	1	53	science	science	NOUN
ispiv-161	1	54	and	and	CCONJ
ispiv-161	1	55	technology	technology	NOUN
ispiv-161	1	56	,	,	PUNCT
ispiv-161	1	57	wuhan	wuhan	PROPN
ispiv-161	1	58	,	,	PUNCT
ispiv-161	1	59	430074	430074	NUM
ispiv-161	1	60	,	,	PUNCT
ispiv-161	1	61	china	china	PROPN
ispiv-161	1	62	∗	∗	VERB
ispiv-161	1	63	huayang@hust.edu.cn	huayang@hust.edu.cn	ADJ
ispiv-161	1	64	abstract	abstract	ADJ
ispiv-161	1	65	high	high	ADJ
ispiv-161	1	66	-	-	PUNCT
ispiv-161	1	67	resolution	resolution	NOUN
ispiv-161	1	68	(	(	PUNCT
ispiv-161	1	69	hr	hr	NOUN
ispiv-161	1	70	)	)	PUNCT
ispiv-161	1	71	fluid	fluid	NOUN
ispiv-161	1	72	-	-	PUNCT
ispiv-161	1	73	flow	flow	NOUN
ispiv-161	1	74	velocity	velocity	NOUN
ispiv-161	1	75	information	information	NOUN
ispiv-161	1	76	is	be	AUX
ispiv-161	1	77	important	important	ADJ
ispiv-161	1	78	to	to	PART
ispiv-161	1	79	reliably	reliably	ADV
ispiv-161	1	80	analyze	analyze	VERB
ispiv-161	1	81	fluid	fluid	ADJ
ispiv-161	1	82	measurements	measurement	NOUN
ispiv-161	1	83	in	in	ADP
ispiv-161	1	84	particle	particle	NOUN
ispiv-161	1	85	image	image	NOUN
ispiv-161	1	86	velocimetry	velocimetry	NOUN
ispiv-161	1	87	(	(	PUNCT
ispiv-161	1	88	piv	piv	NOUN
ispiv-161	1	89	)	)	PUNCT
ispiv-161	1	90	,	,	PUNCT
ispiv-161	1	91	such	such	ADJ
ispiv-161	1	92	as	as	ADP
ispiv-161	1	93	the	the	DET
ispiv-161	1	94	boundary	boundary	ADJ
ispiv-161	1	95	layer	layer	NOUN
ispiv-161	1	96	and	and	CCONJ
ispiv-161	1	97	turbulent	turbulent	ADJ
ispiv-161	1	98	flow	flow	NOUN
ispiv-161	1	99	.	.	PUNCT
ispiv-161	2	1	efforts	effort	NOUN
ispiv-161	2	2	in	in	ADP
ispiv-161	2	3	piv	piv	NOUN
ispiv-161	2	4	to	to	PART
ispiv-161	2	5	enhance	enhance	VERB
ispiv-161	2	6	the	the	DET
ispiv-161	2	7	resolution	resolution	NOUN
ispiv-161	2	8	of	of	ADP
ispiv-161	2	9	flow	flow	NOUN
ispiv-161	2	10	fields	field	NOUN
ispiv-161	2	11	are	be	AUX
ispiv-161	2	12	mainly	mainly	ADV
ispiv-161	2	13	based	base	VERB
ispiv-161	2	14	on	on	ADP
ispiv-161	2	15	single	single	ADJ
ispiv-161	2	16	-	-	PUNCT
ispiv-161	2	17	frame	frame	NOUN
ispiv-161	2	18	information	information	NOUN
ispiv-161	2	19	,	,	PUNCT
ispiv-161	2	20	which	which	PRON
ispiv-161	2	21	follows	follow	VERB
ispiv-161	2	22	the	the	DET
ispiv-161	2	23	velocity	velocity	NOUN
ispiv-161	2	24	field	field	NOUN
ispiv-161	2	25	estimation	estimation	NOUN
ispiv-161	2	26	and	and	CCONJ
ispiv-161	2	27	may	may	AUX
ispiv-161	2	28	influence	influence	VERB
ispiv-161	2	29	the	the	DET
ispiv-161	2	30	final	final	ADJ
ispiv-161	2	31	reconstruction	reconstruction	NOUN
ispiv-161	2	32	accuracy	accuracy	NOUN
ispiv-161	2	33	.	.	PUNCT
ispiv-161	3	1	in	in	ADP
ispiv-161	3	2	this	this	DET
ispiv-161	3	3	study	study	NOUN
ispiv-161	3	4	,	,	PUNCT
ispiv-161	3	5	we	we	PRON
ispiv-161	3	6	propose	propose	VERB
ispiv-161	3	7	a	a	DET
ispiv-161	3	8	novel	novel	ADJ
ispiv-161	3	9	super	super	NOUN
ispiv-161	3	10	-	-	NOUN
ispiv-161	3	11	resolution	resolution	NOUN
ispiv-161	3	12	(	(	PUNCT
ispiv-161	3	13	sr	sr	PROPN
ispiv-161	3	14	)	)	PUNCT
ispiv-161	3	15	reconstruction	reconstruction	NOUN
ispiv-161	3	16	technology	technology	NOUN
ispiv-161	3	17	from	from	ADP
ispiv-161	3	18	another	another	DET
ispiv-161	3	19	perspective	perspective	NOUN
ispiv-161	3	20	,	,	PUNCT
ispiv-161	3	21	which	which	PRON
ispiv-161	3	22	consists	consist	VERB
ispiv-161	3	23	of	of	ADP
ispiv-161	3	24	two	two	NUM
ispiv-161	3	25	parts	part	NOUN
ispiv-161	3	26	:	:	PUNCT
ispiv-161	3	27	a	a	DET
ispiv-161	3	28	multi	multi	ADJ
ispiv-161	3	29	-	-	ADJ
ispiv-161	3	30	frame	frame	ADJ
ispiv-161	3	31	imaging	imaging	NOUN
ispiv-161	3	32	system	system	NOUN
ispiv-161	3	33	and	and	CCONJ
ispiv-161	3	34	a	a	DET
ispiv-161	3	35	bayesian	bayesian	NOUN
ispiv-161	3	36	-	-	PUNCT
ispiv-161	3	37	based	base	VERB
ispiv-161	3	38	multi	multi	ADJ
ispiv-161	3	39	-	-	ADJ
ispiv-161	3	40	frame	frame	ADJ
ispiv-161	3	41	sr	sr	PROPN
ispiv-161	3	42	reconstruction	reconstruction	NOUN
ispiv-161	3	43	algorithm	algorithm	NOUN
ispiv-161	3	44	.	.	PUNCT
ispiv-161	4	1	first	first	ADV
ispiv-161	4	2	,	,	PUNCT
ispiv-161	4	3	a	a	DET
ispiv-161	4	4	splitbased	splitbased	ADJ
ispiv-161	4	5	imaging	imaging	NOUN
ispiv-161	4	6	system	system	NOUN
ispiv-161	4	7	is	be	AUX
ispiv-161	4	8	developed	develop	VERB
ispiv-161	4	9	to	to	PART
ispiv-161	4	10	obtain	obtain	VERB
ispiv-161	4	11	particle	particle	NOUN
ispiv-161	4	12	image	image	NOUN
ispiv-161	4	13	pairs	pair	NOUN
ispiv-161	4	14	with	with	ADP
ispiv-161	4	15	fixed	fix	VERB
ispiv-161	4	16	displacements	displacement	NOUN
ispiv-161	4	17	.	.	PUNCT
ispiv-161	5	1	subsequently	subsequently	ADV
ispiv-161	5	2	,	,	PUNCT
ispiv-161	5	3	we	we	PRON
ispiv-161	5	4	present	present	VERB
ispiv-161	5	5	a	a	DET
ispiv-161	5	6	bayesian	bayesian	NOUN
ispiv-161	5	7	-	-	PUNCT
ispiv-161	5	8	based	base	VERB
ispiv-161	5	9	multi	multi	ADJ
ispiv-161	5	10	-	-	ADJ
ispiv-161	5	11	frame	frame	ADJ
ispiv-161	5	12	sr	sr	PROPN
ispiv-161	5	13	(	(	PUNCT
ispiv-161	5	14	bmfsr	bmfsr	PROPN
ispiv-161	5	15	)	)	PUNCT
ispiv-161	5	16	reconstruction	reconstruction	NOUN
ispiv-161	5	17	algorithm	algorithm	NOUN
ispiv-161	5	18	to	to	PART
ispiv-161	5	19	obtain	obtain	VERB
ispiv-161	5	20	an	an	DET
ispiv-161	5	21	sr	sr	PROPN
ispiv-161	5	22	particle	particle	NOUN
ispiv-161	5	23	image	image	NOUN
ispiv-161	5	24	.	.	PUNCT
ispiv-161	6	1	multi	multi	ADJ
ispiv-161	6	2	-	-	ADJ
ispiv-161	6	3	frame	frame	ADJ
ispiv-161	6	4	particle	particle	NOUN
ispiv-161	6	5	images	image	NOUN
ispiv-161	6	6	collected	collect	VERB
ispiv-161	6	7	by	by	ADP
ispiv-161	6	8	the	the	DET
ispiv-161	6	9	developed	develop	VERB
ispiv-161	6	10	system	system	NOUN
ispiv-161	6	11	are	be	AUX
ispiv-161	6	12	used	use	VERB
ispiv-161	6	13	as	as	ADP
ispiv-161	6	14	the	the	DET
ispiv-161	6	15	input	input	NOUN
ispiv-161	6	16	low	low	ADJ
ispiv-161	6	17	-	-	PUNCT
ispiv-161	6	18	resolution	resolution	NOUN
ispiv-161	6	19	images	image	NOUN
ispiv-161	6	20	for	for	ADP
ispiv-161	6	21	the	the	DET
ispiv-161	6	22	following	follow	VERB
ispiv-161	6	23	novel	novel	NOUN
ispiv-161	6	24	sr	sr	PROPN
ispiv-161	6	25	reconstruction	reconstruction	NOUN
ispiv-161	6	26	algorithm	algorithm	NOUN
ispiv-161	6	27	.	.	PUNCT
ispiv-161	7	1	synthetic	synthetic	ADJ
ispiv-161	7	2	and	and	CCONJ
ispiv-161	7	3	experimental	experimental	ADJ
ispiv-161	7	4	particle	particle	NOUN
ispiv-161	7	5	images	image	NOUN
ispiv-161	7	6	have	have	AUX
ispiv-161	7	7	been	be	AUX
ispiv-161	7	8	tested	test	VERB
ispiv-161	7	9	to	to	PART
ispiv-161	7	10	verify	verify	VERB
ispiv-161	7	11	the	the	DET
ispiv-161	7	12	performance	performance	NOUN
ispiv-161	7	13	of	of	ADP
ispiv-161	7	14	the	the	DET
ispiv-161	7	15	proposed	propose	VERB
ispiv-161	7	16	technology	technology	NOUN
ispiv-161	7	17	,	,	PUNCT
ispiv-161	7	18	and	and	CCONJ
ispiv-161	7	19	the	the	DET
ispiv-161	7	20	results	result	NOUN
ispiv-161	7	21	are	be	AUX
ispiv-161	7	22	compared	compare	VERB
ispiv-161	7	23	with	with	ADP
ispiv-161	7	24	the	the	DET
ispiv-161	7	25	traditional	traditional	ADJ
ispiv-161	7	26	and	and	CCONJ
ispiv-161	7	27	advanced	advanced	ADJ
ispiv-161	7	28	reconstruction	reconstruction	NOUN
ispiv-161	7	29	methods	method	NOUN
ispiv-161	7	30	in	in	ADP
ispiv-161	7	31	piv	piv	NOUN
ispiv-161	7	32	.	.	PUNCT
ispiv-161	8	1	the	the	DET
ispiv-161	8	2	results	result	NOUN
ispiv-161	8	3	and	and	CCONJ
ispiv-161	8	4	comparisons	comparison	NOUN
ispiv-161	8	5	show	show	VERB
ispiv-161	8	6	that	that	SCONJ
ispiv-161	8	7	the	the	DET
ispiv-161	8	8	proposed	propose	VERB
ispiv-161	8	9	technology	technology	NOUN
ispiv-161	8	10	successfully	successfully	ADV
ispiv-161	8	11	achieves	achieve	VERB
ispiv-161	8	12	good	good	ADJ
ispiv-161	8	13	performance	performance	NOUN
ispiv-161	8	14	in	in	ADP
ispiv-161	8	15	obtaining	obtain	VERB
ispiv-161	8	16	finer	fine	ADJ
ispiv-161	8	17	particle	particle	NOUN
ispiv-161	8	18	images	image	NOUN
ispiv-161	8	19	and	and	CCONJ
ispiv-161	8	20	a	a	DET
ispiv-161	8	21	more	more	ADV
ispiv-161	8	22	accurate	accurate	ADJ
ispiv-161	8	23	velocity	velocity	NOUN
ispiv-161	8	24	field	field	NOUN
ispiv-161	8	25	.	.	PUNCT
ispiv-161	9	1	1	1	NUM
ispiv-161	9	2	introduction	introduction	NOUN
ispiv-161	9	3	high	high	ADJ
ispiv-161	9	4	-	-	PUNCT
ispiv-161	9	5	resolution	resolution	NOUN
ispiv-161	9	6	(	(	PUNCT
ispiv-161	9	7	hr	hr	NOUN
ispiv-161	9	8	)	)	PUNCT
ispiv-161	9	9	fluid	fluid	NOUN
ispiv-161	9	10	-	-	PUNCT
ispiv-161	9	11	flow	flow	NOUN
ispiv-161	9	12	velocity	velocity	NOUN
ispiv-161	9	13	information	information	NOUN
ispiv-161	9	14	is	be	AUX
ispiv-161	9	15	important	important	ADJ
ispiv-161	9	16	to	to	PART
ispiv-161	9	17	reliably	reliably	ADV
ispiv-161	9	18	analyze	analyze	VERB
ispiv-161	9	19	fluid	fluid	ADJ
ispiv-161	9	20	measurements	measurement	NOUN
ispiv-161	9	21	in	in	ADP
ispiv-161	9	22	particle	particle	NOUN
ispiv-161	9	23	image	image	NOUN
ispiv-161	9	24	velocimetry	velocimetry	NOUN
ispiv-161	9	25	(	(	PUNCT
ispiv-161	9	26	piv	piv	NOUN
ispiv-161	9	27	)	)	PUNCT
ispiv-161	9	28	,	,	PUNCT
ispiv-161	9	29	such	such	ADJ
ispiv-161	9	30	as	as	ADP
ispiv-161	9	31	the	the	DET
ispiv-161	9	32	boundary	boundary	ADJ
ispiv-161	9	33	layer	layer	NOUN
ispiv-161	9	34	and	and	CCONJ
ispiv-161	9	35	turbulent	turbulent	ADJ
ispiv-161	9	36	flow	flow	NOUN
ispiv-161	9	37	.	.	PUNCT
ispiv-161	10	1	however	however	ADV
ispiv-161	10	2	,	,	PUNCT
ispiv-161	10	3	fluid	fluid	ADJ
ispiv-161	10	4	-	-	PUNCT
ispiv-161	10	5	flow	flow	NOUN
ispiv-161	10	6	data	datum	NOUN
ispiv-161	10	7	are	be	AUX
ispiv-161	10	8	often	often	ADV
ispiv-161	10	9	sparse	sparse	ADJ
ispiv-161	10	10	,	,	PUNCT
ispiv-161	10	11	have	have	AUX
ispiv-161	10	12	limited	limit	VERB
ispiv-161	10	13	spatial	spatial	ADJ
ispiv-161	10	14	resolution	resolution	NOUN
ispiv-161	10	15	and	and	CCONJ
ispiv-161	10	16	are	be	AUX
ispiv-161	10	17	noisy	noisy	ADJ
ispiv-161	10	18	in	in	ADP
ispiv-161	10	19	real	real	ADJ
ispiv-161	10	20	life	life	NOUN
ispiv-161	10	21	for	for	ADP
ispiv-161	10	22	various	various	ADJ
ispiv-161	10	23	reasons	reason	NOUN
ispiv-161	10	24	,	,	PUNCT
ispiv-161	10	25	such	such	ADJ
ispiv-161	10	26	as	as	ADP
ispiv-161	10	27	measuring	measure	VERB
ispiv-161	10	28	device	device	NOUN
ispiv-161	10	29	imperfections	imperfection	NOUN
ispiv-161	10	30	or	or	CCONJ
ispiv-161	10	31	instability	instability	NOUN
ispiv-161	10	32	in	in	ADP
ispiv-161	10	33	the	the	DET
ispiv-161	10	34	observed	observed	ADJ
ispiv-161	10	35	scene	scene	NOUN
ispiv-161	10	36	,	,	PUNCT
ispiv-161	10	37	sensor	sensor	NOUN
ispiv-161	10	38	resolution	resolution	NOUN
ispiv-161	10	39	limitations	limitation	NOUN
ispiv-161	10	40	in	in	ADP
ispiv-161	10	41	experiments	experiment	NOUN
ispiv-161	10	42	or	or	CCONJ
ispiv-161	10	43	insufficient	insufficient	ADJ
ispiv-161	10	44	mesh	mesh	NOUN
ispiv-161	10	45	size	size	NOUN
ispiv-161	10	46	in	in	ADP
ispiv-161	10	47	computational	computational	ADJ
ispiv-161	10	48	fluid	fluid	ADJ
ispiv-161	10	49	dynamics	dynamic	NOUN
ispiv-161	10	50	(	(	PUNCT
ispiv-161	10	51	cfd	cfd	NOUN
ispiv-161	10	52	)	)	PUNCT
ispiv-161	10	53	simulations	simulation	NOUN
ispiv-161	10	54	(	(	PUNCT
ispiv-161	10	55	gao	gao	PROPN
ispiv-161	10	56	et	et	PROPN
ispiv-161	10	57	al	al	PROPN
ispiv-161	10	58	.	.	PROPN
ispiv-161	10	59	,	,	PUNCT
ispiv-161	10	60	2020	2020	NUM
ispiv-161	10	61	)	)	PUNCT
ispiv-161	10	62	.	.	PUNCT
ispiv-161	11	1	therefore	therefore	ADV
ispiv-161	11	2	,	,	PUNCT
ispiv-161	11	3	it	it	PRON
ispiv-161	11	4	is	be	AUX
ispiv-161	11	5	necessary	necessary	ADJ
ispiv-161	11	6	to	to	PART
ispiv-161	11	7	improve	improve	VERB
ispiv-161	11	8	the	the	DET
ispiv-161	11	9	flow	flow	NOUN
ispiv-161	11	10	field	field	NOUN
ispiv-161	11	11	resolution	resolution	NOUN
ispiv-161	11	12	to	to	PART
ispiv-161	11	13	explore	explore	VERB
ispiv-161	11	14	many	many	ADJ
ispiv-161	11	15	different	different	ADJ
ispiv-161	11	16	boundaries	boundary	NOUN
ispiv-161	11	17	,	,	PUNCT
ispiv-161	11	18	small	small	ADJ
ispiv-161	11	19	-	-	PUNCT
ispiv-161	11	20	scale	scale	NOUN
ispiv-161	11	21	structures	structure	NOUN
ispiv-161	11	22	,	,	PUNCT
ispiv-161	11	23	turbulence	turbulence	NOUN
ispiv-161	11	24	transitions	transition	NOUN
ispiv-161	11	25	and	and	CCONJ
ispiv-161	11	26	so	so	ADV
ispiv-161	11	27	on	on	ADV
ispiv-161	11	28	.	.	PUNCT
ispiv-161	12	1	in	in	ADP
ispiv-161	12	2	piv	piv	PROPN
ispiv-161	12	3	measurement	measurement	NOUN
ispiv-161	12	4	,	,	PUNCT
ispiv-161	12	5	the	the	DET
ispiv-161	12	6	hr	hr	NOUN
ispiv-161	12	7	flow	flow	NOUN
ispiv-161	12	8	field	field	NOUN
ispiv-161	12	9	can	can	AUX
ispiv-161	12	10	be	be	AUX
ispiv-161	12	11	obtained	obtain	VERB
ispiv-161	12	12	by	by	ADP
ispiv-161	12	13	cfd	cfd	NOUN
ispiv-161	12	14	methods	method	NOUN
ispiv-161	12	15	,	,	PUNCT
ispiv-161	12	16	such	such	ADJ
ispiv-161	12	17	as	as	ADP
ispiv-161	12	18	large	large	ADJ
ispiv-161	12	19	eddy	eddy	NOUN
ispiv-161	12	20	simulation	simulation	NOUN
ispiv-161	12	21	(	(	PUNCT
ispiv-161	12	22	les	les	PROPN
ispiv-161	12	23	)	)	PUNCT
ispiv-161	12	24	and	and	CCONJ
ispiv-161	12	25	direct	direct	PROPN
ispiv-161	12	26	numerical	numerical	PROPN
ispiv-161	12	27	simulation	simulation	PROPN
ispiv-161	12	28	(	(	PUNCT
ispiv-161	12	29	dns	dns	PROPN
ispiv-161	12	30	)	)	PUNCT
ispiv-161	12	31	(	(	PUNCT
ispiv-161	12	32	liu	liu	PROPN
ispiv-161	12	33	et	et	PROPN
ispiv-161	12	34	al	al	PROPN
ispiv-161	12	35	.	.	PROPN
ispiv-161	12	36	,	,	PUNCT
ispiv-161	12	37	2020	2020	NUM
ispiv-161	12	38	)	)	PUNCT
ispiv-161	12	39	.	.	PUNCT
ispiv-161	13	1	nevertheless	nevertheless	ADV
ispiv-161	13	2	,	,	PUNCT
ispiv-161	13	3	simulations	simulation	NOUN
ispiv-161	13	4	can	can	AUX
ispiv-161	13	5	only	only	ADV
ispiv-161	13	6	model	model	VERB
ispiv-161	13	7	the	the	DET
ispiv-161	13	8	flow	flow	NOUN
ispiv-161	13	9	ideally	ideally	ADV
ispiv-161	13	10	and	and	CCONJ
ispiv-161	13	11	can	can	AUX
ispiv-161	13	12	not	not	PART
ispiv-161	13	13	fully	fully	ADV
ispiv-161	13	14	analyze	analyze	VERB
ispiv-161	13	15	the	the	DET
ispiv-161	13	16	real	real	ADJ
ispiv-161	13	17	situation	situation	NOUN
ispiv-161	13	18	.	.	PUNCT
ispiv-161	14	1	consequently	consequently	ADV
ispiv-161	14	2	,	,	PUNCT
ispiv-161	14	3	it	it	PRON
ispiv-161	14	4	is	be	AUX
ispiv-161	14	5	essential	essential	ADJ
ispiv-161	14	6	and	and	CCONJ
ispiv-161	14	7	practically	practically	ADV
ispiv-161	14	8	useful	useful	ADJ
ispiv-161	14	9	to	to	PART
ispiv-161	14	10	reconstruct	reconstruct	VERB
ispiv-161	14	11	flow	flow	NOUN
ispiv-161	14	12	information	information	NOUN
ispiv-161	14	13	from	from	ADP
ispiv-161	14	14	spatiotemporal	spatiotemporal	ADJ
ispiv-161	14	15	low	low	ADJ
ispiv-161	14	16	-	-	PUNCT
ispiv-161	14	17	resolution	resolution	NOUN
ispiv-161	14	18	(	(	PUNCT
ispiv-161	14	19	lr	lr	NOUN
ispiv-161	14	20	)	)	PUNCT
ispiv-161	14	21	data	datum	NOUN
ispiv-161	14	22	.	.	PUNCT
ispiv-161	15	1	super	super	ADJ
ispiv-161	15	2	-	-	NOUN
ispiv-161	15	3	resolution	resolution	NOUN
ispiv-161	15	4	(	(	PUNCT
ispiv-161	15	5	sr	sr	PROPN
ispiv-161	15	6	)	)	PUNCT
ispiv-161	15	7	reconstruction	reconstruction	NOUN
ispiv-161	15	8	is	be	AUX
ispiv-161	15	9	a	a	DET
ispiv-161	15	10	classic	classic	ADJ
ispiv-161	15	11	technique	technique	NOUN
ispiv-161	15	12	for	for	ADP
ispiv-161	15	13	improving	improve	VERB
ispiv-161	15	14	the	the	DET
ispiv-161	15	15	resolution	resolution	NOUN
ispiv-161	15	16	of	of	ADP
ispiv-161	15	17	an	an	DET
ispiv-161	15	18	imaging	imaging	NOUN
ispiv-161	15	19	system	system	NOUN
ispiv-161	15	20	.	.	PUNCT
ispiv-161	16	1	it	it	PRON
ispiv-161	16	2	can	can	AUX
ispiv-161	16	3	realize	realize	VERB
ispiv-161	16	4	the	the	DET
ispiv-161	16	5	resolution	resolution	NOUN
ispiv-161	16	6	enhancement	enhancement	NOUN
ispiv-161	16	7	of	of	ADP
ispiv-161	16	8	a	a	DET
ispiv-161	16	9	larger	large	ADJ
ispiv-161	16	10	imaging	imaging	NOUN
ispiv-161	16	11	system	system	NOUN
ispiv-161	16	12	with	with	ADP
ispiv-161	16	13	hr	hr	NOUN
ispiv-161	16	14	data	datum	NOUN
ispiv-161	16	15	on	on	ADP
ispiv-161	16	16	a	a	DET
ispiv-161	16	17	smaller	small	ADJ
ispiv-161	16	18	domain	domain	NOUN
ispiv-161	16	19	(	(	PUNCT
ispiv-161	16	20	brunton	brunton	PROPN
ispiv-161	16	21	et	et	PROPN
ispiv-161	16	22	al	al	PROPN
ispiv-161	16	23	.	.	PROPN
ispiv-161	16	24	,	,	PUNCT
ispiv-161	16	25	2020	2020	NUM
ispiv-161	16	26	)	)	PUNCT
ispiv-161	16	27	.	.	PUNCT
ispiv-161	17	1	for	for	ADP
ispiv-161	17	2	decades	decade	NOUN
ispiv-161	17	3	,	,	PUNCT
ispiv-161	17	4	various	various	ADJ
ispiv-161	17	5	sr	sr	PROPN
ispiv-161	17	6	reconstruction	reconstruction	NOUN
ispiv-161	17	7	methods	method	NOUN
ispiv-161	17	8	have	have	AUX
ispiv-161	17	9	been	be	AUX
ispiv-161	17	10	proposed	propose	VERB
ispiv-161	17	11	,	,	PUNCT
ispiv-161	17	12	which	which	PRON
ispiv-161	17	13	can	can	AUX
ispiv-161	17	14	be	be	AUX
ispiv-161	17	15	divided	divide	VERB
ispiv-161	17	16	into	into	ADP
ispiv-161	17	17	two	two	NUM
ispiv-161	17	18	types	type	NOUN
ispiv-161	17	19	:	:	PUNCT
ispiv-161	17	20	traditional	traditional	ADJ
ispiv-161	17	21	methods	method	NOUN
ispiv-161	17	22	and	and	CCONJ
ispiv-161	17	23	deep	deep	ADJ
ispiv-161	17	24	learning	learning	NOUN
ispiv-161	17	25	(	(	PUNCT
ispiv-161	17	26	dl	dl	NOUN
ispiv-161	17	27	)	)	PUNCT
ispiv-161	17	28	methods	method	NOUN
ispiv-161	17	29	.	.	PUNCT
ispiv-161	18	1	traditional	traditional	ADJ
ispiv-161	18	2	sr	sr	PROPN
ispiv-161	18	3	reconstruction	reconstruction	NOUN
ispiv-161	18	4	methods	method	NOUN
ispiv-161	18	5	mainly	mainly	ADV
ispiv-161	18	6	utilize	utilize	VERB
ispiv-161	18	7	interpolation	interpolation	NOUN
ispiv-161	18	8	methods	method	NOUN
ispiv-161	18	9	to	to	PART
ispiv-161	18	10	improve	improve	VERB
ispiv-161	18	11	the	the	DET
ispiv-161	18	12	flow	flow	NOUN
ispiv-161	18	13	field	field	NOUN
ispiv-161	18	14	resolution	resolution	NOUN
ispiv-161	18	15	.	.	PUNCT
ispiv-161	19	1	keys	key	NOUN
ispiv-161	19	2	(	(	PUNCT
ispiv-161	19	3	1981	1981	NUM
ispiv-161	19	4	)	)	PUNCT
ispiv-161	19	5	employed	employ	VERB
ispiv-161	19	6	bicubic	bicubic	NOUN
ispiv-161	19	7	interpolation	interpolation	NOUN
ispiv-161	19	8	based	base	VERB
ispiv-161	19	9	on	on	ADP
ispiv-161	19	10	the	the	DET
ispiv-161	19	11	filter	filter	NOUN
ispiv-161	19	12	operation	operation	NOUN
ispiv-161	19	13	with	with	ADP
ispiv-161	19	14	low	low	ADJ
ispiv-161	19	15	-	-	PUNCT
ispiv-161	19	16	pass	pass	NOUN
ispiv-161	19	17	characteristics	characteristic	NOUN
ispiv-161	19	18	to	to	PART
ispiv-161	19	19	increase	increase	VERB
ispiv-161	19	20	the	the	DET
ispiv-161	19	21	resolution	resolution	NOUN
ispiv-161	19	22	of	of	ADP
ispiv-161	19	23	digital	digital	ADJ
ispiv-161	19	24	images	image	NOUN
ispiv-161	19	25	.	.	PUNCT
ispiv-161	20	1	takehara	takehara	PROPN
ispiv-161	20	2	et	et	PROPN
ispiv-161	20	3	al	al	PROPN
ispiv-161	20	4	.	.	PROPN
ispiv-161	21	1	(	(	PUNCT
ispiv-161	21	2	2000	2000	NUM
ispiv-161	21	3	)	)	PUNCT
ispiv-161	21	4	proposed	propose	VERB
ispiv-161	21	5	an	an	DET
ispiv-161	21	6	sr	sr	PROPN
ispiv-161	21	7	reconstruction	reconstruction	NOUN
ispiv-161	21	8	method	method	NOUN
ispiv-161	21	9	based	base	VERB
ispiv-161	21	10	on	on	ADP
ispiv-161	21	11	a	a	DET
ispiv-161	21	12	kalman	kalman	NOUN
ispiv-161	21	13	filter	filter	NOUN
ispiv-161	21	14	and	and	CCONJ
ispiv-161	21	15	χ2	χ2	NOUN
ispiv-161	21	16	-	-	PUNCT
ispiv-161	21	17	testing	testing	NOUN
ispiv-161	21	18	and	and	CCONJ
ispiv-161	21	19	verified	verify	VERB
ispiv-161	21	20	its	its	PRON
ispiv-161	21	21	performance	performance	NOUN
ispiv-161	21	22	on	on	ADP
ispiv-161	21	23	two	two	NUM
ispiv-161	21	24	synthetic	synthetic	ADJ
ispiv-161	21	25	datasets	dataset	NOUN
ispiv-161	21	26	.	.	PUNCT
ispiv-161	22	1	next	next	ADJ
ispiv-161	22	2	,	,	PUNCT
ispiv-161	22	3	efforts	effort	NOUN
ispiv-161	22	4	(	(	PUNCT
ispiv-161	22	5	gunes	gune	NOUN
ispiv-161	22	6	and	and	CCONJ
ispiv-161	22	7	rist	rist	NOUN
ispiv-161	22	8	,	,	PUNCT
ispiv-161	22	9	2007	2007	NUM
ispiv-161	22	10	;	;	PUNCT
ispiv-161	22	11	alfonsi	alfonsi	PROPN
ispiv-161	22	12	et	et	NOUN
ispiv-161	22	13	al	al	PROPN
ispiv-161	22	14	.	.	PROPN
ispiv-161	22	15	,	,	PUNCT
ispiv-161	22	16	2013	2013	NUM
ispiv-161	22	17	;	;	PUNCT
ispiv-161	22	18	he	he	PRON
ispiv-161	22	19	and	and	CCONJ
ispiv-161	22	20	liu	liu	PROPN
ispiv-161	22	21	,	,	PUNCT
ispiv-161	22	22	2017	2017	NUM
ispiv-161	22	23	)	)	PUNCT
ispiv-161	22	24	that	that	PRON
ispiv-161	22	25	applied	apply	VERB
ispiv-161	22	26	proper	proper	ADJ
ispiv-161	22	27	orthogonal	orthogonal	ADJ
ispiv-161	22	28	decomposition	decomposition	NOUN
ispiv-161	22	29	(	(	PUNCT
ispiv-161	22	30	pod	pod	NOUN
ispiv-161	22	31	)	)	PUNCT
ispiv-161	22	32	modes	mode	NOUN
ispiv-161	22	33	extracted	extract	VERB
ispiv-161	22	34	from	from	ADP
ispiv-161	22	35	the	the	DET
ispiv-161	22	36	dns	dns	NOUN
ispiv-161	22	37	dataset	dataset	VERB
ispiv-161	22	38	to	to	PART
ispiv-161	22	39	obtain	obtain	VERB
ispiv-161	22	40	the	the	DET
ispiv-161	22	41	corresponding	corresponding	ADJ
ispiv-161	22	42	coefficients	coefficient	NOUN
ispiv-161	22	43	and	and	CCONJ
ispiv-161	22	44	reconstruct	reconstruct	VERB
ispiv-161	22	45	the	the	DET
ispiv-161	22	46	hr	hr	NOUN
ispiv-161	22	47	flow	flow	NOUN
ispiv-161	22	48	field	field	NOUN
ispiv-161	22	49	were	be	AUX
ispiv-161	22	50	made	make	VERB
ispiv-161	22	51	.	.	PUNCT
ispiv-161	23	1	these	these	DET
ispiv-161	23	2	traditional	traditional	ADJ
ispiv-161	23	3	sr	sr	PROPN
ispiv-161	23	4	reconstruction	reconstruction	NOUN
ispiv-161	23	5	methods	method	NOUN
ispiv-161	23	6	are	be	AUX
ispiv-161	23	7	based	base	VERB
ispiv-161	23	8	on	on	ADP
ispiv-161	23	9	the	the	DET
ispiv-161	23	10	least	least	ADJ
ispiv-161	23	11	-	-	PUNCT
ispiv-161	23	12	squares	square	NOUN
ispiv-161	23	13	approximation	approximation	NOUN
ispiv-161	23	14	to	to	PART
ispiv-161	23	15	estimate	estimate	VERB
ispiv-161	23	16	the	the	DET
ispiv-161	23	17	weighting	weighting	NOUN
ispiv-161	23	18	factors	factor	NOUN
ispiv-161	23	19	between	between	ADP
ispiv-161	23	20	the	the	DET
ispiv-161	23	21	lr	lr	PROPN
ispiv-161	23	22	data	datum	NOUN
ispiv-161	23	23	and	and	CCONJ
ispiv-161	23	24	hr	hr	NOUN
ispiv-161	23	25	data	datum	NOUN
ispiv-161	23	26	,	,	PUNCT
ispiv-161	23	27	which	which	PRON
ispiv-161	23	28	limits	limit	VERB
ispiv-161	23	29	spatial	spatial	ADJ
ispiv-161	23	30	resolution	resolution	NOUN
ispiv-161	23	31	improvement	improvement	NOUN
ispiv-161	23	32	to	to	ADP
ispiv-161	23	33	some	some	DET
ispiv-161	23	34	extent	extent	NOUN
ispiv-161	23	35	.	.	PUNCT
ispiv-161	24	1	in	in	ADP
ispiv-161	24	2	the	the	DET
ispiv-161	24	3	last	last	ADJ
ispiv-161	24	4	two	two	NUM
ispiv-161	24	5	decades	decade	NOUN
ispiv-161	24	6	,	,	PUNCT
ispiv-161	24	7	the	the	DET
ispiv-161	24	8	application	application	NOUN
ispiv-161	24	9	of	of	ADP
ispiv-161	24	10	sr	sr	PROPN
ispiv-161	24	11	reconstruction	reconstruction	NOUN
ispiv-161	24	12	technology	technology	NOUN
ispiv-161	24	13	based	base	VERB
ispiv-161	24	14	on	on	ADP
ispiv-161	24	15	dl	dl	PROPN
ispiv-161	24	16	in	in	ADP
ispiv-161	24	17	fluid	fluid	ADJ
ispiv-161	24	18	dynamics	dynamic	NOUN
ispiv-161	24	19	has	have	AUX
ispiv-161	24	20	attracted	attract	VERB
ispiv-161	24	21	increasing	increase	VERB
ispiv-161	24	22	attention	attention	NOUN
ispiv-161	24	23	.	.	PUNCT
ispiv-161	25	1	dl	dl	PROPN
ispiv-161	25	2	reconstruction	reconstruction	NOUN
ispiv-161	25	3	is	be	AUX
ispiv-161	25	4	a	a	DET
ispiv-161	25	5	data	data	NOUN
ispiv-161	25	6	-	-	PUNCT
ispiv-161	25	7	driven	drive	VERB
ispiv-161	25	8	technology	technology	NOUN
ispiv-161	25	9	that	that	PRON
ispiv-161	25	10	can	can	AUX
ispiv-161	25	11	provide	provide	VERB
ispiv-161	25	12	an	an	DET
ispiv-161	25	13	effective	effective	ADJ
ispiv-161	25	14	method	method	NOUN
ispiv-161	25	15	for	for	ADP
ispiv-161	25	16	generating	generate	VERB
ispiv-161	25	17	hr	hr	NOUN
ispiv-161	25	18	flow	flow	NOUN
ispiv-161	25	19	fields	field	NOUN
ispiv-161	25	20	quickly	quickly	ADV
ispiv-161	25	21	without	without	ADP
ispiv-161	25	22	iteratively	iteratively	ADV
ispiv-161	25	23	solving	solve	VERB
ispiv-161	25	24	partial	partial	ADJ
ispiv-161	25	25	differential	differential	ADJ
ispiv-161	25	26	equations	equation	NOUN
ispiv-161	25	27	(	(	PUNCT
ispiv-161	25	28	pdes	pde	NOUN
ispiv-161	25	29	)	)	PUNCT
ispiv-161	25	30	.	.	PUNCT
ispiv-161	26	1	fukami	fukami	PROPN
ispiv-161	26	2	et	et	PROPN
ispiv-161	26	3	al	al	PROPN
ispiv-161	26	4	.	.	PROPN
ispiv-161	26	5	(	(	PUNCT
ispiv-161	26	6	2019a	2019a	NUM
ispiv-161	26	7	,	,	PUNCT
ispiv-161	26	8	b	b	X
ispiv-161	26	9	)	)	PUNCT
ispiv-161	26	10	adopted	adopt	VERB
ispiv-161	26	11	the	the	DET
ispiv-161	26	12	convolutional	convolutional	ADJ
ispiv-161	26	13	neural	neural	ADJ
ispiv-161	26	14	network	network	NOUN
ispiv-161	26	15	(	(	PUNCT
ispiv-161	26	16	cnn	cnn	PROPN
ispiv-161	26	17	)	)	PUNCT
ispiv-161	26	18	and	and	CCONJ
ispiv-161	26	19	hybrid	hybrid	NOUN
ispiv-161	26	20	downsampled	downsample	VERB
ispiv-161	26	21	skip	skip	NOUN
ispiv-161	26	22	-	-	PUNCT
ispiv-161	26	23	connection	connection	NOUN
ispiv-161	26	24	multiscale	multiscale	NOUN
ispiv-161	26	25	models	model	NOUN
ispiv-161	26	26	to	to	PART
ispiv-161	26	27	reconstruct	reconstruct	VERB
ispiv-161	26	28	two	two	NUM
ispiv-161	26	29	-	-	PUNCT
ispiv-161	26	30	dimensional	dimensional	ADJ
ispiv-161	26	31	attenuated	attenuate	VERB
ispiv-161	26	32	isotropic	isotropic	ADJ
ispiv-161	26	33	turbulence	turbulence	NOUN
ispiv-161	26	34	.	.	PUNCT
ispiv-161	27	1	(	(	PUNCT
ispiv-161	27	2	deng	deng	PROPN
ispiv-161	27	3	et	et	PROPN
ispiv-161	27	4	al	al	PROPN
ispiv-161	27	5	.	.	PROPN
ispiv-161	27	6	,	,	PUNCT
ispiv-161	27	7	2019	2019	NUM
ispiv-161	27	8	)	)	PUNCT
ispiv-161	27	9	proposed	propose	VERB
ispiv-161	27	10	a	a	DET
ispiv-161	27	11	network	network	NOUN
ispiv-161	27	12	-	-	PUNCT
ispiv-161	27	13	based	base	VERB
ispiv-161	27	14	generative	generative	ADJ
ispiv-161	27	15	adversarial	adversarial	ADJ
ispiv-161	27	16	network	network	NOUN
ispiv-161	27	17	-	-	PUNCT
ispiv-161	27	18	based	base	VERB
ispiv-161	27	19	artificial	artificial	ADJ
ispiv-161	27	20	intelligence	intelligence	NOUN
ispiv-161	27	21	framework	framework	NOUN
ispiv-161	27	22	to	to	PART
ispiv-161	27	23	enhance	enhance	VERB
ispiv-161	27	24	the	the	DET
ispiv-161	27	25	spatial	spatial	ADJ
ispiv-161	27	26	resolution	resolution	NOUN
ispiv-161	27	27	of	of	ADP
ispiv-161	27	28	complicated	complicated	ADJ
ispiv-161	27	29	wake	wake	NOUN
ispiv-161	27	30	flow	flow	NOUN
ispiv-161	27	31	behind	behind	ADP
ispiv-161	27	32	two	two	NUM
ispiv-161	27	33	side	side	NOUN
ispiv-161	27	34	-	-	PUNCT
ispiv-161	27	35	by	by	ADP
ispiv-161	27	36	-	-	PUNCT
ispiv-161	27	37	side	side	NOUN
ispiv-161	27	38	cylinders	cylinder	NOUN
ispiv-161	27	39	;	;	PUNCT
ispiv-161	27	40	however	however	ADV
ispiv-161	27	41	,	,	PUNCT
ispiv-161	27	42	(	(	PUNCT
ispiv-161	27	43	liu	liu	PROPN
ispiv-161	27	44	et	et	PROPN
ispiv-161	27	45	al	al	PROPN
ispiv-161	27	46	.	.	PROPN
ispiv-161	27	47	,	,	PUNCT
ispiv-161	27	48	2020	2020	NUM
ispiv-161	27	49	)	)	PUNCT
ispiv-161	27	50	proposed	propose	VERB
ispiv-161	27	51	a	a	DET
ispiv-161	27	52	multitime	multitime	NOUN
ispiv-161	27	53	path	path	PROPN
ispiv-161	27	54	cnn	cnn	PROPN
ispiv-161	27	55	.	.	PUNCT
ispiv-161	28	1	to	to	PART
ispiv-161	28	2	reduce	reduce	VERB
ispiv-161	28	3	the	the	DET
ispiv-161	28	4	increase	increase	NOUN
ispiv-161	28	5	in	in	ADP
ispiv-161	28	6	the	the	DET
ispiv-161	28	7	visual	visual	ADJ
ispiv-161	28	8	complexity	complexity	NOUN
ispiv-161	28	9	to	to	ADP
ispiv-161	28	10	an	an	DET
ispiv-161	28	11	lr	lr	NOUN
ispiv-161	28	12	input	input	NOUN
ispiv-161	28	13	,	,	PUNCT
ispiv-161	28	14	which	which	PRON
ispiv-161	28	15	is	be	AUX
ispiv-161	28	16	caused	cause	VERB
ispiv-161	28	17	by	by	ADP
ispiv-161	28	18	data	datum	NOUN
ispiv-161	28	19	-	-	PUNCT
ispiv-161	28	20	driven	drive	VERB
ispiv-161	28	21	upsampling	upsampling	NOUN
ispiv-161	28	22	approaches	approach	NOUN
ispiv-161	28	23	,	,	PUNCT
ispiv-161	28	24	various	various	ADJ
ispiv-161	28	25	efforts	effort	NOUN
ispiv-161	28	26	(	(	PUNCT
ispiv-161	28	27	raissi	raissi	ADJ
ispiv-161	28	28	et	et	PROPN
ispiv-161	28	29	al	al	PROPN
ispiv-161	28	30	.	.	PROPN
ispiv-161	28	31	,	,	PUNCT
ispiv-161	28	32	2019	2019	NUM
ispiv-161	28	33	;	;	PUNCT
ispiv-161	28	34	gao	gao	PROPN
ispiv-161	28	35	et	et	PROPN
ispiv-161	28	36	al	al	PROPN
ispiv-161	28	37	.	.	PROPN
ispiv-161	28	38	,	,	PUNCT
ispiv-161	28	39	2020	2020	NUM
ispiv-161	28	40	;	;	PUNCT
ispiv-161	28	41	dwivedi	dwivedi	PROPN
ispiv-161	28	42	et	et	PROPN
ispiv-161	28	43	al	al	PROPN
ispiv-161	28	44	.	.	PROPN
ispiv-161	28	45	,	,	PUNCT
ispiv-161	28	46	2021	2021	NUM
ispiv-161	28	47	)	)	PUNCT
ispiv-161	28	48	have	have	AUX
ispiv-161	28	49	been	be	AUX
ispiv-161	28	50	proposed	propose	VERB
ispiv-161	28	51	.	.	PUNCT
ispiv-161	29	1	despite	despite	SCONJ
ispiv-161	29	2	the	the	DET
ispiv-161	29	3	advantages	advantage	NOUN
ispiv-161	29	4	,	,	PUNCT
ispiv-161	29	5	the	the	DET
ispiv-161	29	6	success	success	NOUN
ispiv-161	29	7	of	of	ADP
ispiv-161	29	8	these	these	DET
ispiv-161	29	9	dl	dl	PROPN
ispiv-161	29	10	models	model	NOUN
ispiv-161	29	11	mainly	mainly	ADV
ispiv-161	29	12	relies	rely	VERB
ispiv-161	29	13	on	on	ADP
ispiv-161	29	14	a	a	DET
ispiv-161	29	15	large	large	ADJ
ispiv-161	29	16	quantity	quantity	NOUN
ispiv-161	29	17	of	of	ADP
ispiv-161	29	18	offline	offline	ADJ
ispiv-161	29	19	hr	hr	NOUN
ispiv-161	29	20	data	datum	NOUN
ispiv-161	29	21	as	as	ADP
ispiv-161	29	22	labels	label	NOUN
ispiv-161	29	23	.	.	PUNCT
ispiv-161	30	1	all	all	DET
ispiv-161	30	2	the	the	DET
ispiv-161	30	3	models	model	NOUN
ispiv-161	30	4	mentioned	mention	VERB
ispiv-161	30	5	above	above	ADV
ispiv-161	30	6	,	,	PUNCT
ispiv-161	30	7	whether	whether	SCONJ
ispiv-161	30	8	traditional	traditional	ADJ
ispiv-161	30	9	or	or	CCONJ
ispiv-161	30	10	deep	deep	ADJ
ispiv-161	30	11	learning	learning	NOUN
ispiv-161	30	12	-	-	PUNCT
ispiv-161	30	13	based	base	VERB
ispiv-161	30	14	sr	sr	PROPN
ispiv-161	30	15	reconstruction	reconstruction	NOUN
ispiv-161	30	16	methods	method	NOUN
ispiv-161	30	17	,	,	PUNCT
ispiv-161	30	18	only	only	ADV
ispiv-161	30	19	utilize	utilize	VERB
ispiv-161	30	20	the	the	DET
ispiv-161	30	21	spatial	spatial	ADJ
ispiv-161	30	22	information	information	NOUN
ispiv-161	30	23	on	on	ADP
ispiv-161	30	24	the	the	DET
ispiv-161	30	25	lr	lr	NOUN
ispiv-161	30	26	fluid	fluid	NOUN
ispiv-161	30	27	field	field	NOUN
ispiv-161	30	28	based	base	VERB
ispiv-161	30	29	on	on	ADP
ispiv-161	30	30	single	single	ADJ
ispiv-161	30	31	-	-	PUNCT
ispiv-161	30	32	frame	frame	NOUN
ispiv-161	30	33	data	datum	NOUN
ispiv-161	30	34	and	and	CCONJ
ispiv-161	30	35	reconstruct	reconstruct	VERB
ispiv-161	30	36	following	follow	VERB
ispiv-161	30	37	the	the	DET
ispiv-161	30	38	estimation	estimation	NOUN
ispiv-161	30	39	of	of	ADP
ispiv-161	30	40	the	the	DET
ispiv-161	30	41	velocity	velocity	NOUN
ispiv-161	30	42	field	field	NOUN
ispiv-161	30	43	.	.	PUNCT
ispiv-161	31	1	however	however	ADV
ispiv-161	31	2	,	,	PUNCT
ispiv-161	31	3	the	the	DET
ispiv-161	31	4	information	information	NOUN
ispiv-161	31	5	provided	provide	VERB
ispiv-161	31	6	by	by	ADP
ispiv-161	31	7	only	only	ADV
ispiv-161	31	8	a	a	DET
ispiv-161	31	9	two	two	NUM
ispiv-161	31	10	successive	successive	ADJ
ispiv-161	31	11	images	image	NOUN
ispiv-161	31	12	is	be	AUX
ispiv-161	31	13	limited	limited	ADJ
ispiv-161	31	14	.	.	PUNCT
ispiv-161	32	1	moreover	moreover	ADV
ispiv-161	32	2	,	,	PUNCT
ispiv-161	32	3	the	the	DET
ispiv-161	32	4	lr	lr	NOUN
ispiv-161	32	5	data	datum	NOUN
ispiv-161	32	6	that	that	PRON
ispiv-161	32	7	are	be	AUX
ispiv-161	32	8	used	use	VERB
ispiv-161	32	9	to	to	PART
ispiv-161	32	10	generate	generate	VERB
ispiv-161	32	11	the	the	DET
ispiv-161	32	12	weighting	weighting	NOUN
ispiv-161	32	13	parameters	parameter	NOUN
ispiv-161	32	14	between	between	ADP
ispiv-161	32	15	the	the	DET
ispiv-161	32	16	lr	lr	PROPN
ispiv-161	32	17	data	datum	NOUN
ispiv-161	32	18	and	and	CCONJ
ispiv-161	32	19	hr	hr	NOUN
ispiv-161	32	20	data	datum	NOUN
ispiv-161	32	21	are	be	AUX
ispiv-161	32	22	not	not	PART
ispiv-161	32	23	obtained	obtain	VERB
ispiv-161	32	24	simultaneously	simultaneously	ADV
ispiv-161	32	25	,	,	PUNCT
ispiv-161	32	26	resulting	result	VERB
ispiv-161	32	27	in	in	ADP
ispiv-161	32	28	the	the	DET
ispiv-161	32	29	pertinence	pertinence	NOUN
ispiv-161	32	30	of	of	ADP
ispiv-161	32	31	these	these	DET
ispiv-161	32	32	lr	lr	PROPN
ispiv-161	32	33	data	datum	NOUN
ispiv-161	32	34	being	be	AUX
ispiv-161	32	35	low	low	ADJ
ispiv-161	32	36	.	.	PUNCT
ispiv-161	33	1	furthermore	furthermore	ADV
ispiv-161	33	2	,	,	PUNCT
ispiv-161	33	3	the	the	DET
ispiv-161	33	4	lr	lr	PROPN
ispiv-161	33	5	data	datum	NOUN
ispiv-161	33	6	used	use	VERB
ispiv-161	33	7	in	in	ADP
ispiv-161	33	8	the	the	DET
ispiv-161	33	9	methods	method	NOUN
ispiv-161	33	10	mentioned	mention	VERB
ispiv-161	33	11	before	before	ADV
ispiv-161	33	12	are	be	AUX
ispiv-161	33	13	generally	generally	ADV
ispiv-161	33	14	not	not	PART
ispiv-161	33	15	the	the	DET
ispiv-161	33	16	image	image	NOUN
ispiv-161	33	17	itself	itself	PRON
ispiv-161	33	18	,	,	PUNCT
ispiv-161	33	19	which	which	PRON
ispiv-161	33	20	may	may	AUX
ispiv-161	33	21	influence	influence	VERB
ispiv-161	33	22	reconstruction	reconstruction	NOUN
ispiv-161	33	23	accuracy	accuracy	NOUN
ispiv-161	33	24	.	.	PUNCT
ispiv-161	34	1	thus	thus	ADV
ispiv-161	34	2	,	,	PUNCT
ispiv-161	34	3	in	in	ADP
ispiv-161	34	4	this	this	DET
ispiv-161	34	5	study	study	NOUN
ispiv-161	34	6	,	,	PUNCT
ispiv-161	34	7	a	a	DET
ispiv-161	34	8	novel	novel	NOUN
ispiv-161	34	9	sr	sr	PROPN
ispiv-161	34	10	reconstruction	reconstruction	NOUN
ispiv-161	34	11	technology	technology	NOUN
ispiv-161	34	12	is	be	AUX
ispiv-161	34	13	presented	present	VERB
ispiv-161	34	14	from	from	ADP
ispiv-161	34	15	another	another	DET
ispiv-161	34	16	perspective	perspective	NOUN
ispiv-161	34	17	:	:	PUNCT
ispiv-161	34	18	sr	sr	PROPN
ispiv-161	34	19	particle	particle	NOUN
ispiv-161	34	20	image	image	NOUN
ispiv-161	34	21	reconstruction	reconstruction	NOUN
ispiv-161	34	22	using	use	VERB
ispiv-161	34	23	multi	multi	ADJ
ispiv-161	34	24	-	-	ADJ
ispiv-161	34	25	frame	frame	ADJ
ispiv-161	34	26	displacement	displacement	ADJ
ispiv-161	34	27	information	information	NOUN
ispiv-161	34	28	.	.	PUNCT
ispiv-161	35	1	it	it	PRON
ispiv-161	35	2	is	be	AUX
ispiv-161	35	3	proposed	propose	VERB
ispiv-161	35	4	based	base	VERB
ispiv-161	35	5	on	on	ADP
ispiv-161	35	6	the	the	DET
ispiv-161	35	7	idea	idea	NOUN
ispiv-161	35	8	of	of	ADP
ispiv-161	35	9	simultaneously	simultaneously	ADV
ispiv-161	35	10	collecting	collect	VERB
ispiv-161	35	11	two	two	NUM
ispiv-161	35	12	lr	lr	NOUN
ispiv-161	35	13	particle	particle	NOUN
ispiv-161	35	14	images	image	NOUN
ispiv-161	35	15	with	with	ADP
ispiv-161	35	16	a	a	DET
ispiv-161	35	17	fixed	fix	VERB
ispiv-161	35	18	displacement	displacement	NOUN
ispiv-161	35	19	and	and	CCONJ
ispiv-161	35	20	then	then	ADV
ispiv-161	35	21	generating	generate	VERB
ispiv-161	35	22	the	the	DET
ispiv-161	35	23	corresponding	correspond	VERB
ispiv-161	35	24	sr	sr	PROPN
ispiv-161	35	25	particle	particle	NOUN
ispiv-161	35	26	image	image	NOUN
ispiv-161	35	27	with	with	ADP
ispiv-161	35	28	a	a	DET
ispiv-161	35	29	novel	novel	ADJ
ispiv-161	35	30	sr	sr	PROPN
ispiv-161	35	31	reconstruction	reconstruction	NOUN
ispiv-161	35	32	algorithm	algorithm	NOUN
ispiv-161	35	33	.	.	PUNCT
ispiv-161	36	1	as	as	ADP
ispiv-161	36	2	a	a	DET
ispiv-161	36	3	result	result	NOUN
ispiv-161	36	4	,	,	PUNCT
ispiv-161	36	5	this	this	DET
ispiv-161	36	6	novel	novel	ADJ
ispiv-161	36	7	reconstruction	reconstruction	NOUN
ispiv-161	36	8	technology	technology	NOUN
ispiv-161	36	9	consists	consist	VERB
ispiv-161	36	10	of	of	ADP
ispiv-161	36	11	two	two	NUM
ispiv-161	36	12	parts	part	NOUN
ispiv-161	36	13	:	:	PUNCT
ispiv-161	36	14	a	a	DET
ispiv-161	36	15	multi	multi	ADJ
ispiv-161	36	16	-	-	ADJ
ispiv-161	36	17	frame	frame	ADJ
ispiv-161	36	18	imaging	imaging	NOUN
ispiv-161	36	19	system	system	NOUN
ispiv-161	36	20	and	and	CCONJ
ispiv-161	36	21	a	a	DET
ispiv-161	36	22	bayesian	bayesian	NOUN
ispiv-161	36	23	-	-	PUNCT
ispiv-161	36	24	based	base	VERB
ispiv-161	36	25	multi	multi	ADJ
ispiv-161	36	26	-	-	ADJ
ispiv-161	36	27	frame	frame	ADJ
ispiv-161	36	28	sr	sr	PROPN
ispiv-161	36	29	(	(	PUNCT
ispiv-161	36	30	bmfsr	bmfsr	PROPN
ispiv-161	36	31	)	)	PUNCT
ispiv-161	36	32	reconstruction	reconstruction	NOUN
ispiv-161	36	33	algorithm	algorithm	NOUN
ispiv-161	36	34	.	.	PUNCT
ispiv-161	37	1	first	first	ADV
ispiv-161	37	2	,	,	PUNCT
ispiv-161	37	3	a	a	DET
ispiv-161	37	4	split	split	NOUN
ispiv-161	37	5	-	-	PUNCT
ispiv-161	37	6	based	base	VERB
ispiv-161	37	7	imaging	imaging	NOUN
ispiv-161	37	8	system	system	NOUN
ispiv-161	37	9	is	be	AUX
ispiv-161	37	10	developed	develop	VERB
ispiv-161	37	11	to	to	PART
ispiv-161	37	12	obtain	obtain	VERB
ispiv-161	37	13	pairs	pair	NOUN
ispiv-161	37	14	of	of	ADP
ispiv-161	37	15	particle	particle	NOUN
ispiv-161	37	16	images	image	NOUN
ispiv-161	37	17	with	with	ADP
ispiv-161	37	18	fixed	fix	VERB
ispiv-161	37	19	displacements	displacement	NOUN
ispiv-161	37	20	.	.	PUNCT
ispiv-161	38	1	subsequently	subsequently	ADV
ispiv-161	38	2	,	,	PUNCT
ispiv-161	38	3	an	an	DET
ispiv-161	38	4	algorithm	algorithm	NOUN
ispiv-161	38	5	named	name	VERB
ispiv-161	38	6	bmfsr	bmfsr	PROPN
ispiv-161	38	7	is	be	AUX
ispiv-161	38	8	proposed	propose	VERB
ispiv-161	38	9	to	to	PART
ispiv-161	38	10	obtain	obtain	VERB
ispiv-161	38	11	an	an	DET
ispiv-161	38	12	sr	sr	PROPN
ispiv-161	38	13	particle	particle	NOUN
ispiv-161	38	14	image	image	NOUN
ispiv-161	38	15	.	.	PUNCT
ispiv-161	39	1	multi	multi	ADJ
ispiv-161	39	2	-	-	ADJ
ispiv-161	39	3	frame	frame	ADJ
ispiv-161	39	4	particle	particle	NOUN
ispiv-161	39	5	images	image	NOUN
ispiv-161	39	6	collected	collect	VERB
ispiv-161	39	7	by	by	ADP
ispiv-161	39	8	the	the	DET
ispiv-161	39	9	developed	develop	VERB
ispiv-161	39	10	system	system	NOUN
ispiv-161	39	11	are	be	AUX
ispiv-161	39	12	used	use	VERB
ispiv-161	39	13	as	as	ADP
ispiv-161	39	14	the	the	DET
ispiv-161	39	15	input	input	NOUN
ispiv-161	39	16	lr	lr	NOUN
ispiv-161	39	17	images	image	NOUN
ispiv-161	39	18	for	for	ADP
ispiv-161	39	19	the	the	DET
ispiv-161	39	20	following	follow	VERB
ispiv-161	39	21	novel	novel	NOUN
ispiv-161	39	22	sr	sr	PROPN
ispiv-161	39	23	reconstruction	reconstruction	NOUN
ispiv-161	39	24	algorithm	algorithm	NOUN
ispiv-161	39	25	.	.	PUNCT
ispiv-161	40	1	in	in	ADP
ispiv-161	40	2	this	this	DET
ispiv-161	40	3	way	way	NOUN
ispiv-161	40	4	,	,	PUNCT
ispiv-161	40	5	more	more	ADV
ispiv-161	40	6	correlated	correlate	VERB
ispiv-161	40	7	particle	particle	NOUN
ispiv-161	40	8	images	image	NOUN
ispiv-161	40	9	can	can	AUX
ispiv-161	40	10	be	be	AUX
ispiv-161	40	11	collected	collect	VERB
ispiv-161	40	12	simultaneously	simultaneously	ADV
ispiv-161	40	13	,	,	PUNCT
ispiv-161	40	14	and	and	CCONJ
ispiv-161	40	15	more	more	ADJ
ispiv-161	40	16	lr	lr	X
ispiv-161	40	17	spatial	spatial	ADJ
ispiv-161	40	18	information	information	NOUN
ispiv-161	40	19	can	can	AUX
ispiv-161	40	20	be	be	AUX
ispiv-161	40	21	used	use	VERB
ispiv-161	40	22	.	.	PUNCT
ispiv-161	41	1	finally	finally	ADV
ispiv-161	41	2	,	,	PUNCT
ispiv-161	41	3	we	we	PRON
ispiv-161	41	4	determine	determine	VERB
ispiv-161	41	5	whether	whether	SCONJ
ispiv-161	41	6	the	the	DET
ispiv-161	41	7	novel	novel	ADJ
ispiv-161	41	8	technology	technology	NOUN
ispiv-161	41	9	can	can	AUX
ispiv-161	41	10	reconstruct	reconstruct	VERB
ispiv-161	41	11	better	well	ADJ
ispiv-161	41	12	results	result	NOUN
ispiv-161	41	13	.	.	PUNCT
ispiv-161	42	1	the	the	DET
ispiv-161	42	2	rest	rest	NOUN
ispiv-161	42	3	of	of	ADP
ispiv-161	42	4	this	this	DET
ispiv-161	42	5	paper	paper	NOUN
ispiv-161	42	6	is	be	AUX
ispiv-161	42	7	structured	structure	VERB
ispiv-161	42	8	as	as	SCONJ
ispiv-161	42	9	follows	follow	VERB
ispiv-161	42	10	:	:	PUNCT
ispiv-161	42	11	sect	sect	NOUN
ispiv-161	42	12	.	.	PUNCT
ispiv-161	43	1	2	2	NUM
ispiv-161	43	2	introduces	introduce	VERB
ispiv-161	43	3	the	the	DET
ispiv-161	43	4	basic	basic	ADJ
ispiv-161	43	5	scheme	scheme	NOUN
ispiv-161	43	6	of	of	ADP
ispiv-161	43	7	the	the	DET
ispiv-161	43	8	novel	novel	ADJ
ispiv-161	43	9	sr	sr	PROPN
ispiv-161	43	10	technology	technology	NOUN
ispiv-161	43	11	,	,	PUNCT
ispiv-161	43	12	including	include	VERB
ispiv-161	43	13	the	the	DET
ispiv-161	43	14	multi	multi	ADJ
ispiv-161	43	15	-	-	ADJ
ispiv-161	43	16	frame	frame	ADJ
ispiv-161	43	17	imaging	imaging	NOUN
ispiv-161	43	18	system	system	NOUN
ispiv-161	43	19	and	and	CCONJ
ispiv-161	43	20	the	the	DET
ispiv-161	43	21	bayesian	bayesian	NOUN
ispiv-161	43	22	-	-	PUNCT
ispiv-161	43	23	based	base	VERB
ispiv-161	43	24	multi	multi	ADJ
ispiv-161	43	25	-	-	ADJ
ispiv-161	43	26	frame	frame	ADJ
ispiv-161	43	27	sr	sr	PROPN
ispiv-161	43	28	reconstruction	reconstruction	NOUN
ispiv-161	43	29	algorithm	algorithm	NOUN
ispiv-161	43	30	.	.	PUNCT
ispiv-161	44	1	subsequently	subsequently	ADV
ispiv-161	44	2	,	,	PUNCT
ispiv-161	44	3	experimental	experimental	ADJ
ispiv-161	44	4	evaluations	evaluation	NOUN
ispiv-161	44	5	on	on	ADP
ispiv-161	44	6	synthetic	synthetic	ADJ
ispiv-161	44	7	images	image	NOUN
ispiv-161	44	8	and	and	CCONJ
ispiv-161	44	9	real	real	ADJ
ispiv-161	44	10	data	datum	NOUN
ispiv-161	44	11	are	be	AUX
ispiv-161	44	12	demonstrated	demonstrate	VERB
ispiv-161	44	13	in	in	ADP
ispiv-161	44	14	sect	sect	NOUN
ispiv-161	44	15	.	.	PUNCT
ispiv-161	45	1	3	3	X
ispiv-161	45	2	.	.	X
ispiv-161	45	3	finally	finally	ADV
ispiv-161	45	4	,	,	PUNCT
ispiv-161	45	5	conclusions	conclusion	NOUN
ispiv-161	45	6	are	be	AUX
ispiv-161	45	7	discussed	discuss	VERB
ispiv-161	45	8	in	in	ADP
ispiv-161	45	9	sect	sect	NOUN
ispiv-161	45	10	.	.	PUNCT
ispiv-161	46	1	4	4	NUM
ispiv-161	46	2	.	.	SYM
ispiv-161	46	3	2	2	NUM
ispiv-161	46	4	the	the	DET
ispiv-161	46	5	proposed	propose	VERB
ispiv-161	46	6	super	super	ADJ
ispiv-161	46	7	-	-	ADJ
ispiv-161	46	8	resolution	resolution	ADJ
ispiv-161	46	9	reconstruction	reconstruction	NOUN
ispiv-161	46	10	technology	technology	NOUN
ispiv-161	46	11	the	the	DET
ispiv-161	46	12	proposed	propose	VERB
ispiv-161	46	13	super	super	ADJ
ispiv-161	46	14	-	-	ADJ
ispiv-161	46	15	resolution	resolution	ADJ
ispiv-161	46	16	reconstruction	reconstruction	NOUN
ispiv-161	46	17	technology	technology	NOUN
ispiv-161	46	18	is	be	AUX
ispiv-161	46	19	a	a	DET
ispiv-161	46	20	novel	novel	ADJ
ispiv-161	46	21	sr	sr	PROPN
ispiv-161	46	22	particle	particle	NOUN
ispiv-161	46	23	image	image	NOUN
ispiv-161	46	24	reconstruction	reconstruction	NOUN
ispiv-161	46	25	method	method	NOUN
ispiv-161	46	26	using	use	VERB
ispiv-161	46	27	multi	multi	ADJ
ispiv-161	46	28	-	-	ADJ
ispiv-161	46	29	frame	frame	ADJ
ispiv-161	46	30	displacement	displacement	ADJ
ispiv-161	46	31	information	information	NOUN
ispiv-161	46	32	.	.	PUNCT
ispiv-161	47	1	this	this	DET
ispiv-161	47	2	technology	technology	NOUN
ispiv-161	47	3	contains	contain	VERB
ispiv-161	47	4	two	two	NUM
ispiv-161	47	5	main	main	ADJ
ispiv-161	47	6	parts	part	NOUN
ispiv-161	47	7	:	:	PUNCT
ispiv-161	47	8	a	a	DET
ispiv-161	47	9	multi	multi	ADJ
ispiv-161	47	10	-	-	ADJ
ispiv-161	47	11	frame	frame	ADJ
ispiv-161	47	12	imaging	imaging	NOUN
ispiv-161	47	13	system	system	NOUN
ispiv-161	47	14	to	to	PART
ispiv-161	47	15	collect	collect	VERB
ispiv-161	47	16	double	double	ADJ
ispiv-161	47	17	lr	lr	NOUN
ispiv-161	47	18	particle	particle	NOUN
ispiv-161	47	19	images	image	NOUN
ispiv-161	47	20	simultaneously	simultaneously	ADV
ispiv-161	47	21	with	with	ADP
ispiv-161	47	22	a	a	DET
ispiv-161	47	23	fixed	fix	VERB
ispiv-161	47	24	displacement	displacement	NOUN
ispiv-161	47	25	and	and	CCONJ
ispiv-161	47	26	a	a	DET
ispiv-161	47	27	bayesianbased	bayesianbase	VERB
ispiv-161	47	28	multi	multi	ADJ
ispiv-161	47	29	-	-	ADJ
ispiv-161	47	30	frame	frame	ADJ
ispiv-161	47	31	sr	sr	PROPN
ispiv-161	47	32	(	(	PUNCT
ispiv-161	47	33	bmfsr	bmfsr	PROPN
ispiv-161	47	34	)	)	PUNCT
ispiv-161	47	35	reconstruction	reconstruction	NOUN
ispiv-161	47	36	algorithm	algorithm	NOUN
ispiv-161	47	37	to	to	PART
ispiv-161	47	38	generate	generate	VERB
ispiv-161	47	39	the	the	DET
ispiv-161	47	40	corresponding	correspond	VERB
ispiv-161	47	41	hr	hr	NOUN
ispiv-161	47	42	particle	particle	NOUN
ispiv-161	47	43	image	image	NOUN
ispiv-161	47	44	.	.	PUNCT
ispiv-161	48	1	finally	finally	ADV
ispiv-161	48	2	,	,	PUNCT
ispiv-161	48	3	the	the	DET
ispiv-161	48	4	hr	hr	NOUN
ispiv-161	48	5	velocity	velocity	NOUN
ispiv-161	48	6	field	field	NOUN
ispiv-161	48	7	can	can	AUX
ispiv-161	48	8	be	be	AUX
ispiv-161	48	9	obtained	obtain	VERB
ispiv-161	48	10	with	with	ADP
ispiv-161	48	11	the	the	DET
ispiv-161	48	12	corresponding	correspond	VERB
ispiv-161	48	13	two	two	NUM
ispiv-161	48	14	successive	successive	ADJ
ispiv-161	48	15	reconstructed	reconstruct	VERB
ispiv-161	48	16	hr	hr	NOUN
ispiv-161	48	17	particle	particle	NOUN
ispiv-161	48	18	images	image	NOUN
ispiv-161	48	19	with	with	ADP
ispiv-161	48	20	an	an	DET
ispiv-161	48	21	interval	interval	NOUN
ispiv-161	48	22	time	time	NOUN
ispiv-161	48	23	.	.	PUNCT
ispiv-161	49	1	2.1	2.1	NUM
ispiv-161	49	2	multi	multi	ADJ
ispiv-161	49	3	-	-	ADJ
ispiv-161	49	4	frame	frame	ADJ
ispiv-161	49	5	imaging	imaging	NOUN
ispiv-161	49	6	system	system	NOUN
ispiv-161	49	7	as	as	SCONJ
ispiv-161	49	8	mentioned	mention	VERB
ispiv-161	49	9	above	above	ADV
ispiv-161	49	10	,	,	PUNCT
ispiv-161	49	11	traditional	traditional	ADJ
ispiv-161	49	12	and	and	CCONJ
ispiv-161	49	13	deep	deep	ADJ
ispiv-161	49	14	learning	learn	VERB
ispiv-161	49	15	sr	sr	PROPN
ispiv-161	49	16	reconstruction	reconstruction	NOUN
ispiv-161	49	17	methods	method	NOUN
ispiv-161	49	18	generate	generate	VERB
ispiv-161	49	19	hr	hr	NOUN
ispiv-161	49	20	flow	flow	NOUN
ispiv-161	49	21	fields	field	NOUN
ispiv-161	49	22	based	base	VERB
ispiv-161	49	23	on	on	ADP
ispiv-161	49	24	lr	lr	PRON
ispiv-161	49	25	single	single	ADJ
ispiv-161	49	26	-	-	PUNCT
ispiv-161	49	27	frame	frame	NOUN
ispiv-161	49	28	data	datum	NOUN
ispiv-161	49	29	.	.	PUNCT
ispiv-161	50	1	additionally	additionally	ADV
ispiv-161	50	2	,	,	PUNCT
ispiv-161	50	3	the	the	DET
ispiv-161	50	4	lr	lr	NOUN
ispiv-161	50	5	data	datum	NOUN
ispiv-161	50	6	used	use	VERB
ispiv-161	50	7	are	be	AUX
ispiv-161	50	8	obtained	obtain	VERB
ispiv-161	50	9	from	from	ADP
ispiv-161	50	10	a	a	DET
ispiv-161	50	11	series	series	NOUN
ispiv-161	50	12	of	of	ADP
ispiv-161	50	13	two	two	NUM
ispiv-161	50	14	successive	successive	ADJ
ispiv-161	50	15	particle	particle	NOUN
ispiv-161	50	16	frames	frame	NOUN
ispiv-161	50	17	.	.	PUNCT
ispiv-161	51	1	different	different	ADJ
ispiv-161	51	2	pairs	pair	NOUN
ispiv-161	51	3	of	of	ADP
ispiv-161	51	4	two	two	NUM
ispiv-161	51	5	successive	successive	ADJ
ispiv-161	51	6	frames	frame	NOUN
ispiv-161	51	7	are	be	AUX
ispiv-161	51	8	collected	collect	VERB
ispiv-161	51	9	at	at	ADP
ispiv-161	51	10	different	different	ADJ
ispiv-161	51	11	times	time	NOUN
ispiv-161	51	12	,	,	PUNCT
ispiv-161	51	13	resulting	result	VERB
ispiv-161	51	14	in	in	ADP
ispiv-161	51	15	limited	limited	ADJ
ispiv-161	51	16	spatial	spatial	ADJ
ispiv-161	51	17	correlation	correlation	NOUN
ispiv-161	51	18	between	between	ADP
ispiv-161	51	19	them	they	PRON
ispiv-161	51	20	,	,	PUNCT
ispiv-161	51	21	which	which	PRON
ispiv-161	51	22	limits	limit	VERB
ispiv-161	51	23	the	the	DET
ispiv-161	51	24	spatial	spatial	ADJ
ispiv-161	51	25	information	information	NOUN
ispiv-161	51	26	and	and	CCONJ
ispiv-161	51	27	may	may	AUX
ispiv-161	51	28	influence	influence	VERB
ispiv-161	51	29	the	the	DET
ispiv-161	51	30	final	final	ADJ
ispiv-161	51	31	reconstruction	reconstruction	NOUN
ispiv-161	51	32	accuracy	accuracy	NOUN
ispiv-161	51	33	.	.	PUNCT
ispiv-161	52	1	hence	hence	ADV
ispiv-161	52	2	,	,	PUNCT
ispiv-161	52	3	in	in	ADP
ispiv-161	52	4	this	this	DET
ispiv-161	52	5	study	study	NOUN
ispiv-161	52	6	,	,	PUNCT
ispiv-161	52	7	we	we	PRON
ispiv-161	52	8	design	design	VERB
ispiv-161	52	9	a	a	DET
ispiv-161	52	10	multi	multi	ADJ
ispiv-161	52	11	-	-	ADJ
ispiv-161	52	12	frame	frame	ADJ
ispiv-161	52	13	imaging	imaging	NOUN
ispiv-161	52	14	system	system	NOUN
ispiv-161	52	15	to	to	PART
ispiv-161	52	16	collect	collect	VERB
ispiv-161	52	17	two	two	NUM
ispiv-161	52	18	particle	particle	NOUN
ispiv-161	52	19	images	image	NOUN
ispiv-161	52	20	simultaneously	simultaneously	ADV
ispiv-161	52	21	with	with	ADP
ispiv-161	52	22	a	a	DET
ispiv-161	52	23	fixed	fix	VERB
ispiv-161	52	24	displacement	displacement	ADJ
ispiv-161	52	25	time	time	NOUN
ispiv-161	52	26	to	to	PART
ispiv-161	52	27	improve	improve	VERB
ispiv-161	52	28	spatial	spatial	ADJ
ispiv-161	52	29	relativity	relativity	NOUN
ispiv-161	52	30	.	.	PUNCT
ispiv-161	53	1	the	the	DET
ispiv-161	53	2	schematic	schematic	ADJ
ispiv-161	53	3	and	and	CCONJ
ispiv-161	53	4	photographs	photograph	NOUN
ispiv-161	53	5	of	of	ADP
ispiv-161	53	6	this	this	DET
ispiv-161	53	7	system	system	NOUN
ispiv-161	53	8	are	be	AUX
ispiv-161	53	9	shown	show	VERB
ispiv-161	53	10	in	in	ADP
ispiv-161	53	11	fig.1	fig.1	PROPN
ispiv-161	53	12	.	.	PUNCT
ispiv-161	54	1	as	as	SCONJ
ispiv-161	54	2	shown	show	VERB
ispiv-161	54	3	in	in	ADP
ispiv-161	54	4	fig.1	fig.1	PROPN
ispiv-161	54	5	(	(	PUNCT
ispiv-161	54	6	a	a	NOUN
ispiv-161	54	7	)	)	PUNCT
ispiv-161	54	8	,	,	PUNCT
ispiv-161	54	9	this	this	DET
ispiv-161	54	10	multi	multi	ADJ
ispiv-161	54	11	-	-	ADJ
ispiv-161	54	12	frame	frame	ADJ
ispiv-161	54	13	imaging	imaging	NOUN
ispiv-161	54	14	system	system	NOUN
ispiv-161	54	15	consists	consist	VERB
ispiv-161	54	16	of	of	ADP
ispiv-161	54	17	three	three	NUM
ispiv-161	54	18	parts	part	NOUN
ispiv-161	54	19	:	:	PUNCT
ispiv-161	54	20	a	a	DET
ispiv-161	54	21	spectral	spectral	ADJ
ispiv-161	54	22	region	region	NOUN
ispiv-161	54	23	,	,	PUNCT
ispiv-161	54	24	control	control	NOUN
ispiv-161	54	25	unit	unit	NOUN
ispiv-161	54	26	and	and	CCONJ
ispiv-161	54	27	transmit	transmit	PROPN
ispiv-161	54	28	unit	unit	NOUN
ispiv-161	54	29	.	.	PUNCT
ispiv-161	55	1	the	the	DET
ispiv-161	55	2	particle	particle	NOUN
ispiv-161	55	3	image	image	NOUN
ispiv-161	55	4	intensity	intensity	NOUN
ispiv-161	55	5	is	be	AUX
ispiv-161	55	6	defined	define	VERB
ispiv-161	55	7	as	as	SCONJ
ispiv-161	55	8	i	i	PRON
ispiv-161	55	9	and	and	CCONJ
ispiv-161	55	10	the	the	DET
ispiv-161	55	11	collecting	collecting	NOUN
ispiv-161	55	12	time	time	NOUN
ispiv-161	55	13	is	be	AUX
ispiv-161	55	14	t.	t.	NOUN
ispiv-161	55	15	to	to	PART
ispiv-161	55	16	obtain	obtain	VERB
ispiv-161	55	17	the	the	DET
ispiv-161	55	18	two	two	NUM
ispiv-161	55	19	relative	relative	ADJ
ispiv-161	55	20	particle	particle	NOUN
ispiv-161	55	21	images	image	NOUN
ispiv-161	55	22	i1	i1	PROPN
ispiv-161	55	23	t	t	PROPN
ispiv-161	55	24	and	and	CCONJ
ispiv-161	55	25	i2	i2	PROPN
ispiv-161	55	26	t	t	PROPN
ispiv-161	55	27	at	at	ADP
ispiv-161	55	28	the	the	DET
ispiv-161	55	29	same	same	ADJ
ispiv-161	55	30	time	time	NOUN
ispiv-161	55	31	t	t	NOUN
ispiv-161	55	32	with	with	ADP
ispiv-161	55	33	a	a	DET
ispiv-161	55	34	fixed	fix	VERB
ispiv-161	55	35	displacement	displacement	NOUN
ispiv-161	55	36	,	,	PUNCT
ispiv-161	55	37	in	in	ADP
ispiv-161	55	38	the	the	DET
ispiv-161	55	39	spectral	spectral	ADJ
ispiv-161	55	40	region	region	NOUN
ispiv-161	55	41	,	,	PUNCT
ispiv-161	55	42	a	a	DET
ispiv-161	55	43	splitter	splitter	NOUN
ispiv-161	55	44	is	be	AUX
ispiv-161	55	45	designed	design	VERB
ispiv-161	55	46	to	to	PART
ispiv-161	55	47	split	split	VERB
ispiv-161	55	48	the	the	DET
ispiv-161	55	49	incident	incident	NOUN
ispiv-161	55	50	light	light	NOUN
ispiv-161	55	51	into	into	ADP
ispiv-161	55	52	two	two	NUM
ispiv-161	55	53	identical	identical	ADJ
ispiv-161	55	54	parts	part	NOUN
ispiv-161	55	55	collected	collect	VERB
ispiv-161	55	56	by	by	ADP
ispiv-161	55	57	two	two	NUM
ispiv-161	55	58	high	high	ADJ
ispiv-161	55	59	-	-	PUNCT
ispiv-161	55	60	rate	rate	NOUN
ispiv-161	55	61	sensors	sensor	NOUN
ispiv-161	55	62	,	,	PUNCT
ispiv-161	55	63	sensor	sensor	NOUN
ispiv-161	55	64	1	1	NUM
ispiv-161	55	65	and	and	CCONJ
ispiv-161	55	66	sensor	sensor	NOUN
ispiv-161	55	67	2	2	NUM
ispiv-161	55	68	,	,	PUNCT
ispiv-161	55	69	which	which	PRON
ispiv-161	55	70	are	be	AUX
ispiv-161	55	71	fixed	fix	VERB
ispiv-161	55	72	with	with	ADP
ispiv-161	55	73	a	a	DET
ispiv-161	55	74	preset	preset	ADJ
ispiv-161	55	75	constant	constant	ADJ
ispiv-161	55	76	displacement	displacement	NOUN
ispiv-161	55	77	,	,	PUNCT
ispiv-161	55	78	and	and	CCONJ
ispiv-161	55	79	the	the	DET
ispiv-161	55	80	displacement	displacement	NOUN
ispiv-161	55	81	is	be	AUX
ispiv-161	55	82	generated	generate	VERB
ispiv-161	55	83	with	with	ADP
ispiv-161	55	84	a	a	DET
ispiv-161	55	85	contact	contact	NOUN
ispiv-161	55	86	translation	translation	NOUN
ispiv-161	55	87	stage	stage	NOUN
ispiv-161	55	88	(	(	PUNCT
ispiv-161	55	89	shown	show	VERB
ispiv-161	55	90	in	in	ADP
ispiv-161	55	91	fig.1	fig.1	PROPN
ispiv-161	55	92	(	(	PUNCT
ispiv-161	55	93	c	c	NOUN
ispiv-161	55	94	)	)	PUNCT
ispiv-161	55	95	)	)	PUNCT
ispiv-161	55	96	.	.	PUNCT
ispiv-161	56	1	the	the	DET
ispiv-161	56	2	particle	particle	NOUN
ispiv-161	56	3	image	image	NOUN
ispiv-161	56	4	collection	collection	NOUN
ispiv-161	56	5	is	be	AUX
ispiv-161	56	6	controlled	control	VERB
ispiv-161	56	7	by	by	ADP
ispiv-161	56	8	the	the	DET
ispiv-161	56	9	control	control	NOUN
ispiv-161	56	10	unit	unit	NOUN
ispiv-161	56	11	,	,	PUNCT
ispiv-161	56	12	which	which	PRON
ispiv-161	56	13	mainly	mainly	ADV
ispiv-161	56	14	consists	consist	VERB
ispiv-161	56	15	of	of	ADP
ispiv-161	56	16	three	three	NUM
ispiv-161	56	17	parts	part	NOUN
ispiv-161	56	18	,	,	PUNCT
ispiv-161	56	19	namely	namely	ADV
ispiv-161	56	20	,	,	PUNCT
ispiv-161	56	21	a	a	DET
ispiv-161	56	22	field	field	NOUN
ispiv-161	56	23	programmable	programmable	ADJ
ispiv-161	56	24	gate	gate	NOUN
ispiv-161	56	25	array	array	NOUN
ispiv-161	56	26	(	(	PUNCT
ispiv-161	56	27	fpga	fpga	PROPN
ispiv-161	56	28	)	)	PUNCT
ispiv-161	56	29	controlling	control	VERB
ispiv-161	56	30	the	the	DET
ispiv-161	56	31	exposure	exposure	NOUN
ispiv-161	56	32	of	of	ADP
ispiv-161	56	33	the	the	DET
ispiv-161	56	34	two	two	NUM
ispiv-161	56	35	sensors	sensor	NOUN
ispiv-161	56	36	,	,	PUNCT
ispiv-161	56	37	double	double	ADJ
ispiv-161	56	38	data	data	NOUN
ispiv-161	56	39	rate	rate	NOUN
ispiv-161	56	40	ram	ram	NOUN
ispiv-161	56	41	(	(	PUNCT
ispiv-161	56	42	ddr	ddr	NOUN
ispiv-161	56	43	)	)	PUNCT
ispiv-161	56	44	buffering	buffer	VERB
ispiv-161	56	45	the	the	DET
ispiv-161	56	46	image	image	NOUN
ispiv-161	56	47	data	datum	NOUN
ispiv-161	56	48	and	and	CCONJ
ispiv-161	56	49	a	a	DET
ispiv-161	56	50	solid	solid	ADJ
ispiv-161	56	51	-	-	PUNCT
ispiv-161	56	52	state	state	NOUN
ispiv-161	56	53	disk	disk	NOUN
ispiv-161	56	54	(	(	PUNCT
ispiv-161	56	55	ssd	ssd	NOUN
ispiv-161	56	56	)	)	PUNCT
ispiv-161	56	57	storing	store	VERB
ispiv-161	56	58	all	all	DET
ispiv-161	56	59	particle	particle	NOUN
ispiv-161	56	60	images	image	NOUN
ispiv-161	56	61	collected	collect	VERB
ispiv-161	56	62	within	within	ADP
ispiv-161	56	63	a	a	DET
ispiv-161	56	64	certain	certain	ADJ
ispiv-161	56	65	time	time	NOUN
ispiv-161	56	66	.	.	PUNCT
ispiv-161	57	1	after	after	ADP
ispiv-161	57	2	collection	collection	NOUN
ispiv-161	57	3	,	,	PUNCT
ispiv-161	57	4	particle	particle	NOUN
ispiv-161	57	5	images	image	NOUN
ispiv-161	57	6	i1	i1	PROPN
ispiv-161	57	7	t	t	PROPN
ispiv-161	57	8	and	and	CCONJ
ispiv-161	57	9	i2	i2	PROPN
ispiv-161	57	10	t	t	PROPN
ispiv-161	57	11	are	be	AUX
ispiv-161	57	12	transmitted	transmit	VERB
ispiv-161	57	13	to	to	ADP
ispiv-161	57	14	a	a	DET
ispiv-161	57	15	personal	personal	ADJ
ispiv-161	57	16	computer	computer	NOUN
ispiv-161	57	17	through	through	ADP
ispiv-161	57	18	the	the	DET
ispiv-161	57	19	transmit	transmit	NOUN
ispiv-161	57	20	unit	unit	NOUN
ispiv-161	57	21	to	to	PART
ispiv-161	57	22	be	be	AUX
ispiv-161	57	23	estimated	estimate	VERB
ispiv-161	57	24	with	with	ADP
ispiv-161	57	25	the	the	DET
ispiv-161	57	26	proposed	propose	VERB
ispiv-161	57	27	bmfsr	bmfsr	PROPN
ispiv-161	57	28	reconstruction	reconstruction	NOUN
ispiv-161	57	29	algorithm	algorithm	NOUN
ispiv-161	57	30	.	.	PUNCT
ispiv-161	58	1	the	the	DET
ispiv-161	58	2	outer	outer	ADJ
ispiv-161	58	3	and	and	CCONJ
ispiv-161	58	4	inner	inner	ADJ
ispiv-161	58	5	photographs	photograph	NOUN
ispiv-161	58	6	of	of	ADP
ispiv-161	58	7	this	this	DET
ispiv-161	58	8	multi	multi	ADJ
ispiv-161	58	9	-	-	ADJ
ispiv-161	58	10	frame	frame	ADJ
ispiv-161	58	11	imaging	imaging	NOUN
ispiv-161	58	12	system	system	NOUN
ispiv-161	58	13	are	be	AUX
ispiv-161	58	14	shown	show	VERB
ispiv-161	58	15	in	in	ADP
ispiv-161	58	16	fig.1	fig.1	PROPN
ispiv-161	58	17	(	(	PUNCT
ispiv-161	58	18	b	b	NOUN
ispiv-161	58	19	)	)	PUNCT
ispiv-161	58	20	and	and	CCONJ
ispiv-161	58	21	(	(	PUNCT
ispiv-161	58	22	c	c	NOUN
ispiv-161	58	23	)	)	PUNCT
ispiv-161	58	24	,	,	PUNCT
ispiv-161	58	25	respectively	respectively	ADV
ispiv-161	58	26	.	.	PUNCT
ispiv-161	59	1	figure	figure	NOUN
ispiv-161	59	2	1	1	NUM
ispiv-161	59	3	:	:	PUNCT
ispiv-161	59	4	schematic	schematic	ADJ
ispiv-161	59	5	(	(	PUNCT
ispiv-161	59	6	a	a	NOUN
ispiv-161	59	7	)	)	PUNCT
ispiv-161	59	8	,	,	PUNCT
ispiv-161	59	9	outer	outer	ADJ
ispiv-161	59	10	photograph	photograph	NOUN
ispiv-161	59	11	(	(	PUNCT
ispiv-161	59	12	b	b	NOUN
ispiv-161	59	13	)	)	PUNCT
ispiv-161	59	14	and	and	CCONJ
ispiv-161	59	15	inner	inner	ADJ
ispiv-161	59	16	photograph	photograph	NOUN
ispiv-161	59	17	(	(	PUNCT
ispiv-161	59	18	c	c	NOUN
ispiv-161	59	19	)	)	PUNCT
ispiv-161	59	20	of	of	ADP
ispiv-161	59	21	the	the	DET
ispiv-161	59	22	multi	multi	ADJ
ispiv-161	59	23	-	-	ADJ
ispiv-161	59	24	frame	frame	ADJ
ispiv-161	59	25	imaging	imaging	NOUN
ispiv-161	59	26	system	system	NOUN
ispiv-161	59	27	.	.	PUNCT
ispiv-161	60	1	2.2	2.2	NUM
ispiv-161	60	2	bayesian	bayesian	NOUN
ispiv-161	60	3	-	-	PUNCT
ispiv-161	60	4	based	base	VERB
ispiv-161	60	5	multi	multi	ADJ
ispiv-161	60	6	-	-	ADJ
ispiv-161	60	7	frame	frame	ADJ
ispiv-161	60	8	sr	sr	PROPN
ispiv-161	60	9	reconstruction	reconstruction	NOUN
ispiv-161	60	10	algorithm	algorithm	PROPN
ispiv-161	60	11	current	current	PROPN
ispiv-161	60	12	sr	sr	PROPN
ispiv-161	60	13	reconstruction	reconstruction	NOUN
ispiv-161	60	14	methods	method	NOUN
ispiv-161	60	15	in	in	ADP
ispiv-161	60	16	piv	piv	NOUN
ispiv-161	60	17	measurement	measurement	NOUN
ispiv-161	60	18	are	be	AUX
ispiv-161	60	19	mainly	mainly	ADV
ispiv-161	60	20	based	base	VERB
ispiv-161	60	21	on	on	ADP
ispiv-161	60	22	a	a	DET
ispiv-161	60	23	single	single	ADJ
ispiv-161	60	24	frame	frame	NOUN
ispiv-161	60	25	,	,	PUNCT
ispiv-161	60	26	that	that	ADV
ispiv-161	60	27	is	is	ADV
ispiv-161	60	28	,	,	PUNCT
ispiv-161	60	29	one	one	NUM
ispiv-161	60	30	input	input	NOUN
ispiv-161	60	31	and	and	CCONJ
ispiv-161	60	32	one	one	NUM
ispiv-161	60	33	output	output	NOUN
ispiv-161	60	34	.	.	PUNCT
ispiv-161	61	1	the	the	DET
ispiv-161	61	2	formulation	formulation	NOUN
ispiv-161	61	3	of	of	ADP
ispiv-161	61	4	the	the	DET
ispiv-161	61	5	single	single	ADJ
ispiv-161	61	6	-	-	PUNCT
ispiv-161	61	7	frame	frame	NOUN
ispiv-161	61	8	-	-	PUNCT
ispiv-161	61	9	based	base	VERB
ispiv-161	61	10	sr	sr	PROPN
ispiv-161	61	11	reconstruction	reconstruction	NOUN
ispiv-161	61	12	methods	method	NOUN
ispiv-161	61	13	can	can	AUX
ispiv-161	61	14	be	be	AUX
ispiv-161	61	15	expressed	express	VERB
ispiv-161	61	16	as	as	ADP
ispiv-161	61	17	:	:	PUNCT
ispiv-161	61	18	argmin	argmin	NOUN
ispiv-161	61	19	ψhr	ψhr	PROPN
ispiv-161	61	20	∥∥ψlr	∥∥ψlr	PUNCT
ispiv-161	62	1	−skψhr	−skψhr	PROPN
ispiv-161	62	2	∥∥2	∥∥2	PROPN
ispiv-161	63	1	+	+	PUNCT
ispiv-161	63	2	ηr(ψhr	ηr(ψhr	NOUN
ispiv-161	63	3	)	)	PUNCT
ispiv-161	63	4	(	(	PUNCT
ispiv-161	63	5	1	1	X
ispiv-161	63	6	)	)	PUNCT
ispiv-161	63	7	where	where	SCONJ
ispiv-161	63	8	ψlr	ψlr	NOUN
ispiv-161	63	9	denotes	denote	VERB
ispiv-161	63	10	the	the	DET
ispiv-161	63	11	lr	lr	PROPN
ispiv-161	63	12	flow	flow	NOUN
ispiv-161	63	13	data	datum	NOUN
ispiv-161	63	14	,	,	PUNCT
ispiv-161	63	15	such	such	ADJ
ispiv-161	63	16	as	as	ADP
ispiv-161	63	17	the	the	DET
ispiv-161	63	18	velocity	velocity	NOUN
ispiv-161	63	19	field	field	NOUN
ispiv-161	63	20	,	,	PUNCT
ispiv-161	63	21	and	and	CCONJ
ispiv-161	63	22	ψhr	ψhr	PROPN
ispiv-161	63	23	is	be	AUX
ispiv-161	63	24	the	the	DET
ispiv-161	63	25	corresponding	correspond	VERB
ispiv-161	63	26	hr	hr	NOUN
ispiv-161	63	27	data	datum	NOUN
ispiv-161	63	28	to	to	PART
ispiv-161	63	29	be	be	AUX
ispiv-161	63	30	reconstructed	reconstruct	VERB
ispiv-161	63	31	.	.	PUNCT
ispiv-161	64	1	s	s	PART
ispiv-161	64	2	and	and	CCONJ
ispiv-161	64	3	k	k	PROPN
ispiv-161	64	4	correspond	correspond	VERB
ispiv-161	64	5	to	to	ADP
ispiv-161	64	6	downsampling	downsample	VERB
ispiv-161	64	7	and	and	CCONJ
ispiv-161	64	8	filtering	filter	VERB
ispiv-161	64	9	with	with	ADP
ispiv-161	64	10	a	a	DET
ispiv-161	64	11	blur	blur	ADJ
ispiv-161	64	12	kernel	kernel	NOUN
ispiv-161	64	13	,	,	PUNCT
ispiv-161	64	14	respectively	respectively	ADV
ispiv-161	64	15	.	.	PUNCT
ispiv-161	65	1	r	r	NOUN
ispiv-161	65	2	is	be	AUX
ispiv-161	65	3	a	a	DET
ispiv-161	65	4	function	function	NOUN
ispiv-161	65	5	of	of	ADP
ispiv-161	65	6	the	the	DET
ispiv-161	65	7	hr	hr	PROPN
ispiv-161	65	8	data	data	PROPN
ispiv-161	65	9	ψhr	ψhr	PROPN
ispiv-161	65	10	to	to	PART
ispiv-161	65	11	constrain	constrain	VERB
ispiv-161	65	12	the	the	DET
ispiv-161	65	13	first	first	ADJ
ispiv-161	65	14	term	term	NOUN
ispiv-161	65	15	so	so	SCONJ
ispiv-161	65	16	that	that	SCONJ
ispiv-161	65	17	the	the	DET
ispiv-161	65	18	solution	solution	NOUN
ispiv-161	65	19	is	be	AUX
ispiv-161	65	20	unique	unique	ADJ
ispiv-161	65	21	and	and	CCONJ
ispiv-161	65	22	the	the	DET
ispiv-161	65	23	parameter	parameter	PROPN
ispiv-161	65	24	η	η	PROPN
ispiv-161	65	25	balances	balance	VERB
ispiv-161	65	26	the	the	DET
ispiv-161	65	27	first	first	ADJ
ispiv-161	65	28	and	and	CCONJ
ispiv-161	65	29	second	second	ADJ
ispiv-161	65	30	terms	term	NOUN
ispiv-161	65	31	.	.	PUNCT
ispiv-161	66	1	with	with	ADP
ispiv-161	66	2	increasing	increase	VERB
ispiv-161	66	3	input	input	NOUN
ispiv-161	66	4	lr	lr	NOUN
ispiv-161	66	5	image	image	NOUN
ispiv-161	66	6	numbers	number	NOUN
ispiv-161	66	7	,	,	PUNCT
ispiv-161	66	8	the	the	DET
ispiv-161	66	9	ideal	ideal	ADJ
ispiv-161	66	10	hr	hr	NOUN
ispiv-161	66	11	flow	flow	NOUN
ispiv-161	66	12	data	datum	NOUN
ispiv-161	66	13	can	can	AUX
ispiv-161	66	14	be	be	AUX
ispiv-161	66	15	obtained	obtain	VERB
ispiv-161	66	16	from	from	ADP
ispiv-161	66	17	eq.1	eq.1	PROPN
ispiv-161	66	18	.	.	PUNCT
ispiv-161	67	1	however	however	ADV
ispiv-161	67	2	,	,	PUNCT
ispiv-161	67	3	lr	lr	PROPN
ispiv-161	67	4	particle	particle	NOUN
ispiv-161	67	5	images	image	NOUN
ispiv-161	67	6	utilized	utilize	VERB
ispiv-161	67	7	in	in	ADP
ispiv-161	67	8	the	the	DET
ispiv-161	67	9	single	single	ADJ
ispiv-161	67	10	-	-	PUNCT
ispiv-161	67	11	frame	frame	NOUN
ispiv-161	67	12	-	-	PUNCT
ispiv-161	67	13	based	base	VERB
ispiv-161	67	14	methods	method	NOUN
ispiv-161	67	15	are	be	AUX
ispiv-161	67	16	collected	collect	VERB
ispiv-161	67	17	at	at	ADP
ispiv-161	67	18	different	different	ADJ
ispiv-161	67	19	times	time	NOUN
ispiv-161	67	20	,	,	PUNCT
ispiv-161	67	21	whether	whether	SCONJ
ispiv-161	67	22	within	within	ADP
ispiv-161	67	23	one	one	NUM
ispiv-161	67	24	successive	successive	ADJ
ispiv-161	67	25	two	two	NUM
ispiv-161	67	26	-	-	PUNCT
ispiv-161	67	27	frame	frame	NOUN
ispiv-161	67	28	pair	pair	NOUN
ispiv-161	67	29	to	to	PART
ispiv-161	67	30	estimate	estimate	VERB
ispiv-161	67	31	one	one	NUM
ispiv-161	67	32	lr	lr	NOUN
ispiv-161	67	33	velocity	velocity	NOUN
ispiv-161	67	34	field	field	NOUN
ispiv-161	67	35	or	or	CCONJ
ispiv-161	67	36	without	without	ADP
ispiv-161	67	37	,	,	PUNCT
ispiv-161	67	38	resulting	result	VERB
ispiv-161	67	39	in	in	ADP
ispiv-161	67	40	the	the	DET
ispiv-161	67	41	spatial	spatial	ADJ
ispiv-161	67	42	information	information	NOUN
ispiv-161	67	43	of	of	ADP
ispiv-161	67	44	a	a	DET
ispiv-161	67	45	single	single	ADJ
ispiv-161	67	46	-	-	PUNCT
ispiv-161	67	47	frame	frame	NOUN
ispiv-161	67	48	particle	particle	NOUN
ispiv-161	67	49	image	image	NOUN
ispiv-161	67	50	being	be	AUX
ispiv-161	67	51	limited	limit	VERB
ispiv-161	67	52	,	,	PUNCT
ispiv-161	67	53	which	which	PRON
ispiv-161	67	54	may	may	AUX
ispiv-161	67	55	influence	influence	VERB
ispiv-161	67	56	the	the	DET
ispiv-161	67	57	final	final	ADJ
ispiv-161	67	58	reconstruction	reconstruction	NOUN
ispiv-161	67	59	accuracy	accuracy	NOUN
ispiv-161	67	60	.	.	PUNCT
ispiv-161	68	1	hence	hence	ADV
ispiv-161	68	2	,	,	PUNCT
ispiv-161	68	3	based	base	VERB
ispiv-161	68	4	on	on	ADP
ispiv-161	68	5	the	the	DET
ispiv-161	68	6	multi	multi	ADJ
ispiv-161	68	7	-	-	ADJ
ispiv-161	68	8	frame	frame	ADJ
ispiv-161	68	9	imaging	imaging	NOUN
ispiv-161	68	10	system	system	NOUN
ispiv-161	68	11	,	,	PUNCT
ispiv-161	68	12	we	we	PRON
ispiv-161	68	13	also	also	ADV
ispiv-161	68	14	propose	propose	VERB
ispiv-161	68	15	a	a	DET
ispiv-161	68	16	bayesian	bayesian	NOUN
ispiv-161	68	17	-	-	PUNCT
ispiv-161	68	18	based	base	VERB
ispiv-161	68	19	multi	multi	ADJ
ispiv-161	68	20	-	-	ADJ
ispiv-161	68	21	frame	frame	ADJ
ispiv-161	68	22	sr	sr	PROPN
ispiv-161	68	23	(	(	PUNCT
ispiv-161	68	24	bmfsr	bmfsr	PROPN
ispiv-161	68	25	)	)	PUNCT
ispiv-161	68	26	reconstruction	reconstruction	NOUN
ispiv-161	68	27	method	method	NOUN
ispiv-161	68	28	,	,	PUNCT
ispiv-161	68	29	which	which	PRON
ispiv-161	68	30	involves	involve	VERB
ispiv-161	68	31	two	two	NUM
ispiv-161	68	32	particle	particle	NOUN
ispiv-161	68	33	frames	frame	NOUN
ispiv-161	68	34	collected	collect	VERB
ispiv-161	68	35	at	at	ADP
ispiv-161	68	36	the	the	DET
ispiv-161	68	37	same	same	ADJ
ispiv-161	68	38	time	time	NOUN
ispiv-161	68	39	with	with	ADP
ispiv-161	68	40	a	a	DET
ispiv-161	68	41	constant	constant	ADJ
ispiv-161	68	42	displacement	displacement	NOUN
ispiv-161	68	43	into	into	ADP
ispiv-161	68	44	the	the	DET
ispiv-161	68	45	reconstruction	reconstruction	NOUN
ispiv-161	68	46	function	function	NOUN
ispiv-161	68	47	and	and	CCONJ
ispiv-161	68	48	is	be	AUX
ispiv-161	68	49	modified	modify	VERB
ispiv-161	68	50	from	from	ADP
ispiv-161	68	51	liu	liu	PROPN
ispiv-161	68	52	and	and	CCONJ
ispiv-161	68	53	sun	sun	PROPN
ispiv-161	68	54	(	(	PUNCT
ispiv-161	68	55	2014	2014	NUM
ispiv-161	68	56	)	)	PUNCT
ispiv-161	68	57	.	.	PUNCT
ispiv-161	69	1	this	this	DET
ispiv-161	69	2	novel	novel	PROPN
ispiv-161	69	3	sr	sr	PROPN
ispiv-161	69	4	algorithm	algorithm	PROPN
ispiv-161	69	5	is	be	AUX
ispiv-161	69	6	proposed	propose	VERB
ispiv-161	69	7	from	from	ADP
ispiv-161	69	8	another	another	DET
ispiv-161	69	9	perspective	perspective	NOUN
ispiv-161	69	10	:	:	PUNCT
ispiv-161	69	11	sr	sr	PROPN
ispiv-161	69	12	particle	particle	NOUN
ispiv-161	69	13	image	image	NOUN
ispiv-161	69	14	reconstruction	reconstruction	NOUN
ispiv-161	69	15	.	.	PUNCT
ispiv-161	70	1	let	let	VERB
ispiv-161	70	2	the	the	DET
ispiv-161	70	3	image	image	NOUN
ispiv-161	70	4	intensity	intensity	NOUN
ispiv-161	70	5	be	be	AUX
ispiv-161	70	6	i	i	PRON
ispiv-161	70	7	,	,	PUNCT
ispiv-161	70	8	the	the	DET
ispiv-161	70	9	first	first	ADJ
ispiv-161	70	10	collecting	collecting	NOUN
ispiv-161	70	11	time	time	NOUN
ispiv-161	70	12	be	be	AUX
ispiv-161	70	13	t	t	PROPN
ispiv-161	70	14	and	and	CCONJ
ispiv-161	70	15	the	the	DET
ispiv-161	70	16	second	second	ADJ
ispiv-161	70	17	be	be	AUX
ispiv-161	70	18	t	t	NOUN
ispiv-161	70	19	+	+	PROPN
ispiv-161	70	20	∆t	∆t	PROPN
ispiv-161	70	21	,	,	PUNCT
ispiv-161	70	22	where	where	SCONJ
ispiv-161	70	23	∆t	∆t	PROPN
ispiv-161	70	24	is	be	AUX
ispiv-161	70	25	the	the	DET
ispiv-161	70	26	interval	interval	NOUN
ispiv-161	70	27	time	time	NOUN
ispiv-161	70	28	.	.	PUNCT
ispiv-161	71	1	then	then	ADV
ispiv-161	71	2	,	,	PUNCT
ispiv-161	71	3	taking	take	VERB
ispiv-161	71	4	time	time	NOUN
ispiv-161	71	5	t	t	NOUN
ispiv-161	71	6	as	as	ADP
ispiv-161	71	7	an	an	DET
ispiv-161	71	8	example	example	NOUN
ispiv-161	71	9	,	,	PUNCT
ispiv-161	71	10	the	the	DET
ispiv-161	71	11	new	new	ADJ
ispiv-161	71	12	reconstruction	reconstruction	NOUN
ispiv-161	71	13	formulation	formulation	NOUN
ispiv-161	71	14	is	be	AUX
ispiv-161	71	15	as	as	SCONJ
ispiv-161	71	16	follows	follow	VERB
ispiv-161	71	17	:	:	PUNCT
ispiv-161	71	18	jt	jt	PROPN
ispiv-161	71	19	∗	∗	PROPN
ispiv-161	71	20	=	=	PROPN
ispiv-161	71	21	argmin	argmin	PROPN
ispiv-161	71	22	jt	jt	PROPN
ispiv-161	71	23	θ1	θ1	PROPN
ispiv-161	71	24	∥∥skjt	∥∥skjt	PROPN
ispiv-161	71	25	−	−	PROPN
ispiv-161	71	26	i1	i1	PROPN
ispiv-161	71	27	t	t	PROPN
ispiv-161	71	28	∥∥+η∥∇jt∥+θ2	∥∥+η∥∇jt∥+θ2	PROPN
ispiv-161	71	29	∥∥skfwjt	∥∥skfwjt	PROPN
ispiv-161	71	30	−	−	PROPN
ispiv-161	71	31	i2	i2	PROPN
ispiv-161	71	32	t	t	PROPN
ispiv-161	71	33	∥∥	∥∥	X
ispiv-161	71	34	(	(	PUNCT
ispiv-161	71	35	2	2	NUM
ispiv-161	71	36	)	)	PUNCT
ispiv-161	71	37	where	where	SCONJ
ispiv-161	71	38	jt	jt	PROPN
ispiv-161	71	39	∗	∗	PROPN
ispiv-161	71	40	is	be	AUX
ispiv-161	71	41	the	the	DET
ispiv-161	71	42	object	object	NOUN
ispiv-161	71	43	function	function	NOUN
ispiv-161	71	44	to	to	PART
ispiv-161	71	45	be	be	AUX
ispiv-161	71	46	minimized	minimize	VERB
ispiv-161	71	47	and	and	CCONJ
ispiv-161	71	48	jt	jt	PROPN
ispiv-161	71	49	is	be	AUX
ispiv-161	71	50	the	the	DET
ispiv-161	71	51	upsampling	upsample	VERB
ispiv-161	71	52	image	image	NOUN
ispiv-161	71	53	to	to	PART
ispiv-161	71	54	be	be	AUX
ispiv-161	71	55	reconstructed	reconstruct	VERB
ispiv-161	71	56	at	at	ADP
ispiv-161	71	57	time	time	NOUN
ispiv-161	71	58	t.	t.	PROPN
ispiv-161	71	59	i1	i1	PROPN
ispiv-161	71	60	t	t	PROPN
ispiv-161	71	61	and	and	CCONJ
ispiv-161	71	62	i2	i2	PROPN
ispiv-161	71	63	t	t	PROPN
ispiv-161	71	64	are	be	AUX
ispiv-161	71	65	the	the	DET
ispiv-161	71	66	lr	lr	PROPN
ispiv-161	71	67	particle	particle	NOUN
ispiv-161	71	68	images	image	NOUN
ispiv-161	71	69	collected	collect	VERB
ispiv-161	71	70	by	by	ADP
ispiv-161	71	71	sensor	sensor	NOUN
ispiv-161	71	72	1	1	NUM
ispiv-161	71	73	and	and	CCONJ
ispiv-161	71	74	sensor	sensor	NOUN
ispiv-161	71	75	2	2	NUM
ispiv-161	71	76	at	at	ADP
ispiv-161	71	77	time	time	NOUN
ispiv-161	71	78	t.	t.	PROPN
ispiv-161	71	79	∇jt	∇jt	PROPN
ispiv-161	71	80	is	be	AUX
ispiv-161	71	81	the	the	DET
ispiv-161	71	82	gradient	gradient	NOUN
ispiv-161	71	83	of	of	ADP
ispiv-161	71	84	hr	hr	NOUN
ispiv-161	71	85	image	image	NOUN
ispiv-161	71	86	jt	jt	PROPN
ispiv-161	71	87	.	.	PUNCT
ispiv-161	72	1	fw	fw	PROPN
ispiv-161	72	2	is	be	AUX
ispiv-161	72	3	the	the	DET
ispiv-161	72	4	warping	warp	VERB
ispiv-161	72	5	matrix	matrix	NOUN
ispiv-161	72	6	corresponding	correspond	VERB
ispiv-161	72	7	to	to	ADP
ispiv-161	72	8	the	the	DET
ispiv-161	72	9	displacements	displacement	NOUN
ispiv-161	72	10	w	w	ADP
ispiv-161	72	11	between	between	ADP
ispiv-161	72	12	j1	j1	PROPN
ispiv-161	72	13	t	t	PROPN
ispiv-161	72	14	and	and	CCONJ
ispiv-161	72	15	j2	j2	PROPN
ispiv-161	72	16	t	t	PROPN
ispiv-161	72	17	.	.	PUNCT
ispiv-161	73	1	η	η	PROPN
ispiv-161	73	2	is	be	AUX
ispiv-161	73	3	a	a	DET
ispiv-161	73	4	parameter	parameter	NOUN
ispiv-161	73	5	that	that	PRON
ispiv-161	73	6	balances	balance	VERB
ispiv-161	73	7	the	the	DET
ispiv-161	73	8	influence	influence	NOUN
ispiv-161	73	9	of	of	ADP
ispiv-161	73	10	sparsity	sparsity	NOUN
ispiv-161	73	11	on	on	ADP
ispiv-161	73	12	the	the	DET
ispiv-161	73	13	derivative	derivative	ADJ
ispiv-161	73	14	filter	filter	NOUN
ispiv-161	73	15	to	to	PART
ispiv-161	73	16	model	model	VERB
ispiv-161	73	17	the	the	DET
ispiv-161	73	18	priors	prior	NOUN
ispiv-161	73	19	of	of	ADP
ispiv-161	73	20	hr	hr	NOUN
ispiv-161	73	21	image	image	NOUN
ispiv-161	73	22	jt	jt	PROPN
ispiv-161	73	23	and	and	CCONJ
ispiv-161	73	24	is	be	AUX
ispiv-161	73	25	usually	usually	ADV
ispiv-161	73	26	set	set	VERB
ispiv-161	73	27	to	to	ADP
ispiv-161	73	28	0.02	0.02	NUM
ispiv-161	73	29	.	.	PUNCT
ispiv-161	74	1	θ1	θ1	NOUN
ispiv-161	74	2	and	and	CCONJ
ispiv-161	74	3	θ2	θ2	PROPN
ispiv-161	74	4	are	be	AUX
ispiv-161	74	5	parameters	parameter	NOUN
ispiv-161	74	6	that	that	PRON
ispiv-161	74	7	control	control	VERB
ispiv-161	74	8	the	the	DET
ispiv-161	74	9	noise	noise	NOUN
ispiv-161	74	10	and	and	CCONJ
ispiv-161	74	11	outlier	outlier	NOUN
ispiv-161	74	12	when	when	SCONJ
ispiv-161	74	13	jt	jt	PROPN
ispiv-161	74	14	is	be	AUX
ispiv-161	74	15	warped	warp	VERB
ispiv-161	74	16	to	to	PART
ispiv-161	74	17	generate	generate	VERB
ispiv-161	74	18	the	the	DET
ispiv-161	74	19	adjacent	adjacent	ADJ
ispiv-161	74	20	frame	frame	NOUN
ispiv-161	74	21	.	.	PUNCT
ispiv-161	75	1	note	note	VERB
ispiv-161	75	2	that	that	SCONJ
ispiv-161	75	3	l1	l1	NOUN
ispiv-161	75	4	-	-	PUNCT
ispiv-161	75	5	norm	norm	NOUN
ispiv-161	75	6	penalization	penalization	NOUN
ispiv-161	75	7	is	be	AUX
ispiv-161	75	8	adopted	adopt	VERB
ispiv-161	75	9	instead	instead	ADV
ispiv-161	75	10	of	of	ADP
ispiv-161	75	11	l2	l2	NOUN
ispiv-161	75	12	-	-	PUNCT
ispiv-161	75	13	norm	norm	NOUN
ispiv-161	75	14	used	use	VERB
ispiv-161	75	15	in	in	ADP
ispiv-161	75	16	eq	eq	NOUN
ispiv-161	75	17	.	.	PROPN
ispiv-161	75	18	1	1	NUM
ispiv-161	75	19	,	,	PUNCT
ispiv-161	75	20	because	because	SCONJ
ispiv-161	75	21	that	that	PRON
ispiv-161	75	22	l1	l1	PROPN
ispiv-161	75	23	-	-	PUNCT
ispiv-161	75	24	norm	norm	NOUN
ispiv-161	75	25	can	can	AUX
ispiv-161	75	26	achieve	achieve	VERB
ispiv-161	75	27	better	well	ADJ
ispiv-161	75	28	stability	stability	NOUN
ispiv-161	75	29	and	and	CCONJ
ispiv-161	75	30	convergence	convergence	NOUN
ispiv-161	75	31	(	(	PUNCT
ispiv-161	75	32	seong	seong	PROPN
ispiv-161	75	33	et	et	PROPN
ispiv-161	75	34	al	al	PROPN
ispiv-161	75	35	.	.	PROPN
ispiv-161	75	36	,	,	PUNCT
ispiv-161	75	37	2019	2019	NUM
ispiv-161	75	38	)	)	PUNCT
ispiv-161	75	39	.	.	PUNCT
ispiv-161	76	1	by	by	ADP
ispiv-161	76	2	solving	solve	VERB
ispiv-161	76	3	eq	eq	NOUN
ispiv-161	76	4	.	.	PROPN
ispiv-161	76	5	2	2	NUM
ispiv-161	76	6	,	,	PUNCT
ispiv-161	76	7	the	the	DET
ispiv-161	76	8	hr	hr	NOUN
ispiv-161	76	9	image	image	NOUN
ispiv-161	76	10	ihr	ihr	PROPN
ispiv-161	76	11	t	t	PROPN
ispiv-161	76	12	can	can	AUX
ispiv-161	76	13	be	be	AUX
ispiv-161	76	14	obtained	obtain	VERB
ispiv-161	76	15	.	.	PUNCT
ispiv-161	77	1	in	in	ADP
ispiv-161	77	2	the	the	DET
ispiv-161	77	3	same	same	ADJ
ispiv-161	77	4	way	way	NOUN
ispiv-161	77	5	,	,	PUNCT
ispiv-161	77	6	the	the	DET
ispiv-161	77	7	correlated	correlate	VERB
ispiv-161	77	8	hr	hr	NOUN
ispiv-161	77	9	image	image	NOUN
ispiv-161	77	10	ihr	ihr	NOUN
ispiv-161	77	11	t+∆t	t+∆t	NOUN
ispiv-161	77	12	will	will	AUX
ispiv-161	77	13	be	be	AUX
ispiv-161	77	14	obtained	obtain	VERB
ispiv-161	77	15	with	with	ADP
ispiv-161	77	16	eq.2	eq.2	NOUN
ispiv-161	77	17	from	from	ADP
ispiv-161	77	18	the	the	DET
ispiv-161	77	19	other	other	ADJ
ispiv-161	77	20	two	two	NUM
ispiv-161	77	21	frames	frame	NOUN
ispiv-161	77	22	i1	i1	PROPN
ispiv-161	77	23	t+∆t	t+∆t	PROPN
ispiv-161	77	24	and	and	CCONJ
ispiv-161	77	25	i2	i2	PROPN
ispiv-161	77	26	t+∆t	t+∆t	PROPN
ispiv-161	77	27	.	.	PUNCT
ispiv-161	78	1	finally	finally	ADV
ispiv-161	78	2	,	,	PUNCT
ispiv-161	78	3	the	the	DET
ispiv-161	78	4	velocity	velocity	NOUN
ispiv-161	78	5	field	field	NOUN
ispiv-161	78	6	of	of	ADP
ispiv-161	78	7	the	the	DET
ispiv-161	78	8	flow	flow	NOUN
ispiv-161	78	9	is	be	AUX
ispiv-161	78	10	estimated	estimate	VERB
ispiv-161	78	11	with	with	ADP
ispiv-161	78	12	an	an	DET
ispiv-161	78	13	open	open	ADJ
ispiv-161	78	14	source	source	NOUN
ispiv-161	78	15	(	(	PUNCT
ispiv-161	78	16	vejrazka	vejrazka	NOUN
ispiv-161	78	17	,	,	PUNCT
ispiv-161	78	18	2021	2021	NUM
ispiv-161	78	19	)	)	PUNCT
ispiv-161	78	20	,	,	PUNCT
ispiv-161	78	21	which	which	PRON
ispiv-161	78	22	is	be	AUX
ispiv-161	78	23	a	a	DET
ispiv-161	78	24	cross	cross	ADJ
ispiv-161	78	25	-	-	ADJ
ispiv-161	78	26	correlation	correlation	ADJ
ispiv-161	78	27	algorithm	algorithm	NOUN
ispiv-161	78	28	,	,	PUNCT
ispiv-161	78	29	named	name	VERB
ispiv-161	78	30	dcc	dcc	PROPN
ispiv-161	78	31	in	in	ADP
ispiv-161	78	32	this	this	DET
ispiv-161	78	33	paper	paper	NOUN
ispiv-161	78	34	.	.	PUNCT
ispiv-161	79	1	bicubic	bicubic	ADJ
ispiv-161	79	2	interpolation	interpolation	NOUN
ispiv-161	79	3	is	be	AUX
ispiv-161	79	4	used	use	VERB
ispiv-161	79	5	to	to	PART
ispiv-161	79	6	obtain	obtain	VERB
ispiv-161	79	7	a	a	DET
ispiv-161	79	8	full	full	ADJ
ispiv-161	79	9	-	-	PUNCT
ispiv-161	79	10	size	size	NOUN
ispiv-161	79	11	velocity	velocity	NOUN
ispiv-161	79	12	field	field	NOUN
ispiv-161	79	13	.	.	PUNCT
ispiv-161	80	1	with	with	ADP
ispiv-161	80	2	the	the	DET
ispiv-161	80	3	bayesian	bayesian	NOUN
ispiv-161	80	4	-	-	PUNCT
ispiv-161	80	5	based	base	VERB
ispiv-161	80	6	multi	multi	ADJ
ispiv-161	80	7	-	-	ADJ
ispiv-161	80	8	frame	frame	ADJ
ispiv-161	80	9	sr	sr	PROPN
ispiv-161	80	10	reconstruction	reconstruction	NOUN
ispiv-161	80	11	algorithm	algorithm	NOUN
ispiv-161	80	12	,	,	PUNCT
ispiv-161	80	13	more	more	ADV
ispiv-161	80	14	spatial	spatial	ADJ
ispiv-161	80	15	information	information	NOUN
ispiv-161	80	16	at	at	ADP
ispiv-161	80	17	one	one	NUM
ispiv-161	80	18	time	time	NOUN
ispiv-161	80	19	can	can	AUX
ispiv-161	80	20	be	be	AUX
ispiv-161	80	21	used	use	VERB
ispiv-161	80	22	to	to	PART
ispiv-161	80	23	reconstruct	reconstruct	VERB
ispiv-161	80	24	the	the	DET
ispiv-161	80	25	hr	hr	NOUN
ispiv-161	80	26	data	datum	NOUN
ispiv-161	80	27	,	,	PUNCT
ispiv-161	80	28	resulting	result	VERB
ispiv-161	80	29	in	in	ADP
ispiv-161	80	30	the	the	DET
ispiv-161	80	31	reconstruction	reconstruction	NOUN
ispiv-161	80	32	accuracy	accuracy	NOUN
ispiv-161	80	33	improvement	improvement	NOUN
ispiv-161	80	34	.	.	PUNCT
ispiv-161	81	1	2.3	2.3	NUM
ispiv-161	81	2	minimization	minimization	NOUN
ispiv-161	81	3	and	and	CCONJ
ispiv-161	81	4	parameter	parameter	NOUN
ispiv-161	81	5	setting	setting	NOUN
ispiv-161	81	6	for	for	ADP
ispiv-161	81	7	the	the	DET
ispiv-161	81	8	novel	novel	ADJ
ispiv-161	81	9	sr	sr	PROPN
ispiv-161	81	10	reconstruction	reconstruction	NOUN
ispiv-161	81	11	algorithm	algorithm	NOUN
ispiv-161	81	12	,	,	PUNCT
ispiv-161	81	13	we	we	PRON
ispiv-161	81	14	can	can	AUX
ispiv-161	81	15	estimate	estimate	VERB
ispiv-161	81	16	the	the	DET
ispiv-161	81	17	hr	hr	NOUN
ispiv-161	81	18	image	image	NOUN
ispiv-161	81	19	by	by	ADP
ispiv-161	81	20	solving	solve	VERB
ispiv-161	81	21	eq.2	eq.2	NOUN
ispiv-161	81	22	when	when	SCONJ
ispiv-161	81	23	the	the	DET
ispiv-161	81	24	current	current	ADJ
ispiv-161	81	25	flow	flow	NOUN
ispiv-161	81	26	field	field	NOUN
ispiv-161	81	27	w	w	NOUN
ispiv-161	81	28	,	,	PUNCT
ispiv-161	81	29	blur	blur	PROPN
ispiv-161	81	30	kernel	kernel	PROPN
ispiv-161	81	31	k	k	PROPN
ispiv-161	81	32	and	and	CCONJ
ispiv-161	81	33	noise	noise	NOUN
ispiv-161	81	34	levels	level	NOUN
ispiv-161	81	35	θ1	θ1	PROPN
ispiv-161	81	36	and	and	CCONJ
ispiv-161	81	37	θ2	θ2	PROPN
ispiv-161	81	38	are	be	AUX
ispiv-161	81	39	given	give	VERB
ispiv-161	81	40	.	.	PUNCT
ispiv-161	82	1	to	to	PART
ispiv-161	82	2	simplify	simplify	VERB
ispiv-161	82	3	the	the	DET
ispiv-161	82	4	estimation	estimation	NOUN
ispiv-161	82	5	,	,	PUNCT
ispiv-161	82	6	we	we	PRON
ispiv-161	82	7	replace	replace	VERB
ispiv-161	82	8	the	the	DET
ispiv-161	82	9	l1	l1	NOUN
ispiv-161	82	10	-	-	PUNCT
ispiv-161	82	11	norm	norm	NOUN
ispiv-161	82	12	with	with	ADP
ispiv-161	82	13	a	a	DET
ispiv-161	82	14	non	non	ADJ
ispiv-161	82	15	-	-	ADJ
ispiv-161	82	16	quadratic	quadratic	ADJ
ispiv-161	82	17	penalty	penalty	NOUN
ispiv-161	82	18	function	function	NOUN
ispiv-161	82	19	ϕ(s2	ϕ(s2	PRON
ispiv-161	82	20	)	)	PUNCT
ispiv-161	83	1	=	=	PUNCT
ispiv-161	83	2	√	√	NUM
ispiv-161	83	3	s2	s2	NOUN
ispiv-161	83	4	+	+	CCONJ
ispiv-161	83	5	τ2	τ2	ADJ
ispiv-161	83	6	.	.	PUNCT
ispiv-161	84	1	the	the	DET
ispiv-161	84	2	symbol	symbol	NOUN
ispiv-161	84	3	τ	τ	PROPN
ispiv-161	84	4	is	be	AUX
ispiv-161	84	5	a	a	DET
ispiv-161	84	6	prefixed	prefix	VERB
ispiv-161	84	7	small	small	ADJ
ispiv-161	84	8	constant	constant	ADJ
ispiv-161	84	9	,	,	PUNCT
ispiv-161	84	10	which	which	PRON
ispiv-161	84	11	is	be	AUX
ispiv-161	84	12	usually	usually	ADV
ispiv-161	84	13	set	set	VERB
ispiv-161	84	14	as	as	ADP
ispiv-161	84	15	τ	τ	PROPN
ispiv-161	84	16	=	=	NOUN
ispiv-161	84	17	0.01	0.01	NUM
ispiv-161	84	18	,	,	PUNCT
ispiv-161	84	19	to	to	PART
ispiv-161	84	20	ensure	ensure	VERB
ispiv-161	84	21	that	that	SCONJ
ispiv-161	84	22	ϕ	ϕ	NOUN
ispiv-161	84	23	is	be	AUX
ispiv-161	84	24	strictly	strictly	ADV
ispiv-161	84	25	convex	convex	ADJ
ispiv-161	84	26	.	.	PUNCT
ispiv-161	85	1	this	this	DET
ispiv-161	85	2	object	object	NOUN
ispiv-161	85	3	function	function	NOUN
ispiv-161	85	4	of	of	ADP
ispiv-161	85	5	eq	eq	NOUN
ispiv-161	85	6	.	.	PROPN
ispiv-161	85	7	2	2	NUM
ispiv-161	85	8	can	can	AUX
ispiv-161	85	9	be	be	AUX
ispiv-161	85	10	solved	solve	VERB
ispiv-161	85	11	by	by	ADP
ispiv-161	85	12	the	the	DET
ispiv-161	85	13	iterated	iterate	VERB
ispiv-161	85	14	reweighted	reweighte	VERB
ispiv-161	85	15	least	least	ADJ
ispiv-161	85	16	squares	square	NOUN
ispiv-161	85	17	(	(	PUNCT
ispiv-161	85	18	irls	irl	NOUN
ispiv-161	85	19	)	)	PUNCT
ispiv-161	85	20	method	method	NOUN
ispiv-161	85	21	(	(	PUNCT
ispiv-161	85	22	liu	liu	PROPN
ispiv-161	85	23	et	et	PROPN
ispiv-161	85	24	al	al	PROPN
ispiv-161	85	25	.	.	PROPN
ispiv-161	85	26	,	,	PUNCT
ispiv-161	85	27	2009	2009	NUM
ispiv-161	85	28	)	)	PUNCT
ispiv-161	85	29	,	,	PUNCT
ispiv-161	85	30	which	which	PRON
ispiv-161	85	31	iteratively	iteratively	ADV
ispiv-161	85	32	solves	solve	VERB
ispiv-161	85	33	the	the	DET
ispiv-161	85	34	following	follow	VERB
ispiv-161	85	35	linear	linear	ADJ
ispiv-161	85	36	system	system	NOUN
ispiv-161	85	37	:	:	PUNCT
ispiv-161	86	1	[	[	X
ispiv-161	86	2	θ1kt	θ1kt	X
ispiv-161	86	3	st	st	PROPN
ispiv-161	86	4	p1sk+η((jt	p1sk+η((jt	NOUN
ispiv-161	86	5	)	)	PUNCT
ispiv-161	86	6	t	t	NOUN
ispiv-161	86	7	x	x	SYM
ispiv-161	86	8	ps(jt)x+(jt	ps(jt)x+(jt	PROPN
ispiv-161	86	9	)	)	PUNCT
ispiv-161	86	10	t	t	PROPN
ispiv-161	86	11	y	y	PROPN
ispiv-161	86	12	ps(jt)y)+θ2	ps(jt)y)+θ2	PROPN
ispiv-161	86	13	ft	ft	PROPN
ispiv-161	86	14	w	w	PROPN
ispiv-161	86	15	kt	kt	PROPN
ispiv-161	86	16	st	st	PROPN
ispiv-161	86	17	p2skfw]jt	p2skfw]jt	PROPN
ispiv-161	86	18	=	=	PROPN
ispiv-161	86	19	θ1kt	θ1kt	PROPN
ispiv-161	86	20	st	st	PROPN
ispiv-161	86	21	p1i1	p1i1	PROPN
ispiv-161	86	22	t	t	PROPN
ispiv-161	87	1	+	+	PROPN
ispiv-161	87	2	θ2	θ2	PROPN
ispiv-161	87	3	ft	ft	PROPN
ispiv-161	87	4	w	w	PROPN
ispiv-161	87	5	kt	kt	PROPN
ispiv-161	87	6	st	st	PROPN
ispiv-161	87	7	p2i2	p2i2	PROPN
ispiv-161	87	8	t	t	PROPN
ispiv-161	87	9	(	(	PUNCT
ispiv-161	87	10	3	3	NUM
ispiv-161	87	11	)	)	PUNCT
ispiv-161	87	12	where	where	SCONJ
ispiv-161	87	13	(	(	PUNCT
ispiv-161	87	14	jt)x	jt)x	PROPN
ispiv-161	87	15	and	and	CCONJ
ispiv-161	87	16	(	(	PUNCT
ispiv-161	87	17	jt)y	jt)y	ADV
ispiv-161	87	18	are	be	AUX
ispiv-161	87	19	the	the	DET
ispiv-161	87	20	xand	xand	PROPN
ispiv-161	87	21	y	y	PROPN
ispiv-161	87	22	-	-	ADJ
ispiv-161	87	23	derivative	derivative	ADJ
ispiv-161	87	24	matrices	matrix	NOUN
ispiv-161	87	25	of	of	ADP
ispiv-161	87	26	the	the	DET
ispiv-161	87	27	hr	hr	NOUN
ispiv-161	87	28	image	image	NOUN
ispiv-161	87	29	jt	jt	PROPN
ispiv-161	87	30	.	.	PUNCT
ispiv-161	88	1	t	t	PROPN
ispiv-161	88	2	is	be	AUX
ispiv-161	88	3	the	the	DET
ispiv-161	88	4	transpose	transpose	ADJ
ispiv-161	88	5	operator	operator	NOUN
ispiv-161	88	6	of	of	ADP
ispiv-161	88	7	the	the	DET
ispiv-161	88	8	corresponding	corresponding	ADJ
ispiv-161	88	9	matrix	matrix	NOUN
ispiv-161	88	10	;	;	PUNCT
ispiv-161	88	11	for	for	ADP
ispiv-161	88	12	example	example	NOUN
ispiv-161	88	13	,	,	PUNCT
ispiv-161	88	14	st	st	PROPN
ispiv-161	88	15	is	be	AUX
ispiv-161	88	16	the	the	DET
ispiv-161	88	17	transpose	transpose	NOUN
ispiv-161	88	18	of	of	ADP
ispiv-161	88	19	the	the	DET
ispiv-161	88	20	downsampling	downsample	VERB
ispiv-161	88	21	s.	s.	PROPN
ispiv-161	88	22	to	to	PART
ispiv-161	88	23	simplify	simplify	VERB
ispiv-161	88	24	the	the	DET
ispiv-161	88	25	equations	equation	NOUN
ispiv-161	88	26	,	,	PUNCT
ispiv-161	88	27	we	we	PRON
ispiv-161	88	28	use	use	VERB
ispiv-161	88	29	the	the	DET
ispiv-161	88	30	following	follow	VERB
ispiv-161	88	31	notation	notation	NOUN
ispiv-161	88	32	:	:	PUNCT
ispiv-161	88	33	p1	p1	PROPN
ispiv-161	88	34	=	=	SYM
ispiv-161	88	35	diag(ϕ′	diag(ϕ′	PROPN
ispiv-161	88	36	(	(	PUNCT
ispiv-161	88	37	∥∥skjt	∥∥skjt	PROPN
ispiv-161	88	38	−	−	PROPN
ispiv-161	88	39	i1	i1	PROPN
ispiv-161	88	40	t	t	PROPN
ispiv-161	88	41	∥∥2	∥∥2	PROPN
ispiv-161	88	42	)	)	PUNCT
ispiv-161	88	43	)	)	PUNCT
ispiv-161	88	44	,	,	PUNCT
ispiv-161	88	45	ps	ps	PROPN
ispiv-161	88	46	=	=	SYM
ispiv-161	88	47	diag(ϕ′(∥∇jt∥2)),p2	diag(ϕ′(∥∇jt∥2)),p2	PROPN
ispiv-161	88	48	=	=	SYM
ispiv-161	88	49	diag(ϕ′	diag(ϕ′	PROPN
ispiv-161	88	50	(	(	PUNCT
ispiv-161	88	51	∥∥skfwjt	∥∥skfwjt	PROPN
ispiv-161	88	52	−	−	PROPN
ispiv-161	88	53	i2	i2	PROPN
ispiv-161	88	54	t	t	PROPN
ispiv-161	88	55	∥∥2	∥∥2	PROPN
ispiv-161	88	56	)	)	PUNCT
ispiv-161	88	57	)	)	PUNCT
ispiv-161	88	58	(	(	PUNCT
ispiv-161	88	59	4	4	X
ispiv-161	88	60	)	)	PUNCT
ispiv-161	88	61	here	here	ADV
ispiv-161	88	62	,	,	PUNCT
ispiv-161	88	63	diag	diag	PROPN
ispiv-161	88	64	denotes	denote	VERB
ispiv-161	88	65	the	the	DET
ispiv-161	88	66	diagonal	diagonal	ADJ
ispiv-161	88	67	weight	weight	NOUN
ispiv-161	88	68	matrices	matrix	NOUN
ispiv-161	88	69	.	.	PUNCT
ispiv-161	89	1	the	the	DET
ispiv-161	89	2	irls	irl	NOUN
ispiv-161	89	3	iterates	iterate	VERB
ispiv-161	89	4	between	between	ADP
ispiv-161	89	5	solving	solve	VERB
ispiv-161	89	6	eq	eq	NOUN
ispiv-161	89	7	.	.	PROPN
ispiv-161	89	8	3	3	NUM
ispiv-161	89	9	and	and	CCONJ
ispiv-161	89	10	eq	eq	NOUN
ispiv-161	89	11	.	.	PROPN
ispiv-161	89	12	4	4	NUM
ispiv-161	89	13	are	be	AUX
ispiv-161	89	14	based	base	VERB
ispiv-161	89	15	on	on	ADP
ispiv-161	89	16	the	the	DET
ispiv-161	89	17	current	current	ADJ
ispiv-161	89	18	estimation	estimation	NOUN
ispiv-161	89	19	to	to	PART
ispiv-161	89	20	obtain	obtain	VERB
ispiv-161	89	21	the	the	DET
ispiv-161	89	22	final	final	ADJ
ispiv-161	89	23	ideal	ideal	ADJ
ispiv-161	89	24	hr	hr	NOUN
ispiv-161	89	25	particle	particle	NOUN
ispiv-161	89	26	image	image	NOUN
ispiv-161	89	27	jt	jt	PROPN
ispiv-161	89	28	.	.	PUNCT
ispiv-161	90	1	the	the	DET
ispiv-161	90	2	solution	solution	NOUN
ispiv-161	90	3	for	for	ADP
ispiv-161	90	4	solving	solve	VERB
ispiv-161	90	5	eq.2	eq.2	NOUN
ispiv-161	90	6	is	be	AUX
ispiv-161	90	7	based	base	VERB
ispiv-161	90	8	on	on	ADP
ispiv-161	90	9	the	the	DET
ispiv-161	90	10	assumption	assumption	NOUN
ispiv-161	90	11	that	that	SCONJ
ispiv-161	90	12	the	the	DET
ispiv-161	90	13	flow	flow	NOUN
ispiv-161	90	14	field	field	NOUN
ispiv-161	90	15	w	w	PROPN
ispiv-161	90	16	,	,	PUNCT
ispiv-161	90	17	the	the	DET
ispiv-161	90	18	blur	blur	PROPN
ispiv-161	90	19	kernel	kernel	PROPN
ispiv-161	90	20	k	k	PROPN
ispiv-161	90	21	and	and	CCONJ
ispiv-161	90	22	the	the	DET
ispiv-161	90	23	noise	noise	NOUN
ispiv-161	90	24	levels	level	NOUN
ispiv-161	90	25	θ1	θ1	PROPN
ispiv-161	90	26	and	and	CCONJ
ispiv-161	90	27	θ2	θ2	PROPN
ispiv-161	90	28	are	be	AUX
ispiv-161	90	29	given	give	VERB
ispiv-161	90	30	.	.	PUNCT
ispiv-161	91	1	the	the	DET
ispiv-161	91	2	flow	flow	NOUN
ispiv-161	91	3	field	field	NOUN
ispiv-161	91	4	w	w	NOUN
ispiv-161	91	5	can	can	AUX
ispiv-161	91	6	be	be	AUX
ispiv-161	91	7	estimated	estimate	VERB
ispiv-161	91	8	with	with	ADP
ispiv-161	91	9	an	an	DET
ispiv-161	91	10	optical	optical	ADJ
ispiv-161	91	11	flow	flow	NOUN
ispiv-161	91	12	drulea	drulea	ADV
ispiv-161	91	13	and	and	CCONJ
ispiv-161	91	14	nedevschi	nedevschi	PROPN
ispiv-161	91	15	(	(	PUNCT
ispiv-161	91	16	2011	2011	NUM
ispiv-161	91	17	)	)	PUNCT
ispiv-161	91	18	.	.	PUNCT
ispiv-161	92	1	hence	hence	ADV
ispiv-161	92	2	,	,	PUNCT
ispiv-161	92	3	the	the	DET
ispiv-161	92	4	unknown	unknown	ADJ
ispiv-161	92	5	parameters	parameter	NOUN
ispiv-161	92	6	in	in	ADP
ispiv-161	92	7	the	the	DET
ispiv-161	92	8	generative	generative	ADJ
ispiv-161	92	9	models	model	NOUN
ispiv-161	92	10	include	include	VERB
ispiv-161	92	11	k	k	PROPN
ispiv-161	92	12	,	,	PUNCT
ispiv-161	92	13	θ1	θ1	PROPN
ispiv-161	92	14	and	and	CCONJ
ispiv-161	92	15	θ2	θ2	PROPN
ispiv-161	92	16	.	.	PUNCT
ispiv-161	93	1	we	we	PRON
ispiv-161	93	2	use	use	VERB
ispiv-161	93	3	bayesian	bayesian	NOUN
ispiv-161	93	4	maximum	maximum	ADP
ispiv-161	93	5	a	a	DET
ispiv-161	93	6	posteriori	posteriori	NOUN
ispiv-161	93	7	estimation	estimation	NOUN
ispiv-161	93	8	(	(	PUNCT
ispiv-161	93	9	map	map	NOUN
ispiv-161	93	10	)	)	PUNCT
ispiv-161	93	11	to	to	PART
ispiv-161	93	12	find	find	VERB
ispiv-161	93	13	the	the	DET
ispiv-161	93	14	optimal	optimal	ADJ
ispiv-161	93	15	solution	solution	NOUN
ispiv-161	93	16	:	:	PUNCT
ispiv-161	93	17	argmax	argmax	PROPN
ispiv-161	93	18	i	i	PRON
ispiv-161	93	19	,	,	PUNCT
ispiv-161	93	20	w,{θ1,θ2	w,{θ1,θ2	PROPN
ispiv-161	93	21	}	}	PUNCT
ispiv-161	93	22	p(jt	p(jt	PROPN
ispiv-161	93	23	,	,	PUNCT
ispiv-161	93	24	w	w	PROPN
ispiv-161	93	25	,	,	PUNCT
ispiv-161	93	26	k,{θ1,θ2	k,{θ1,θ2	PROPN
ispiv-161	93	27	}	}	PUNCT
ispiv-161	93	28	∣∣{i1	∣∣{i1	PROPN
ispiv-161	93	29	t	t	PROPN
ispiv-161	93	30	,	,	PUNCT
ispiv-161	93	31	i	i	PRON
ispiv-161	93	32	2	2	NUM
ispiv-161	93	33	t	t	NOUN
ispiv-161	93	34	}	}	PUNCT
ispiv-161	93	35	)	)	PUNCT
ispiv-161	93	36	(	(	PUNCT
ispiv-161	93	37	5	5	X
ispiv-161	93	38	)	)	PUNCT
ispiv-161	93	39	in	in	ADP
ispiv-161	93	40	addition	addition	NOUN
ispiv-161	93	41	,	,	PUNCT
ispiv-161	93	42	the	the	DET
ispiv-161	93	43	sparsity	sparsity	NOUN
ispiv-161	93	44	on	on	ADP
ispiv-161	93	45	derivative	derivative	ADJ
ispiv-161	93	46	filter	filter	NOUN
ispiv-161	93	47	responses	response	NOUN
ispiv-161	93	48	is	be	AUX
ispiv-161	93	49	used	use	VERB
ispiv-161	93	50	to	to	PART
ispiv-161	93	51	model	model	VERB
ispiv-161	93	52	the	the	DET
ispiv-161	93	53	prior	prior	NOUN
ispiv-161	93	54	of	of	ADP
ispiv-161	93	55	hr	hr	NOUN
ispiv-161	93	56	image	image	NOUN
ispiv-161	93	57	jt	jt	PROPN
ispiv-161	93	58	,	,	PUNCT
ispiv-161	93	59	flow	flow	VERB
ispiv-161	93	60	field	field	NOUN
ispiv-161	93	61	w	w	NOUN
ispiv-161	93	62	,	,	PUNCT
ispiv-161	93	63	and	and	CCONJ
ispiv-161	93	64	the	the	DET
ispiv-161	93	65	blur	blur	PROPN
ispiv-161	93	66	kernel	kernel	PROPN
ispiv-161	93	67	k	k	NOUN
ispiv-161	93	68	:	:	PUNCT
ispiv-161	93	69	p(jt)=	p(jt)=	VERB
ispiv-161	93	70	1	1	NUM
ispiv-161	93	71	zjt	zjt	NOUN
ispiv-161	93	72	(	(	PUNCT
ispiv-161	93	73	η	η	NOUN
ispiv-161	93	74	)	)	PUNCT
ispiv-161	93	75	exp{−η∥∇jt∥	exp{−η∥∇jt∥	PROPN
ispiv-161	93	76	}	}	PUNCT
ispiv-161	93	77	,	,	PUNCT
ispiv-161	93	78	p(w)=	p(w)=	PROPN
ispiv-161	93	79	1	1	NUM
ispiv-161	93	80	zw(λ	zw(λ	NOUN
ispiv-161	93	81	)	)	PUNCT
ispiv-161	93	82	exp{−λ(∥∇u∥+∥∇v∥	exp{−λ(∥∇u∥+∥∇v∥	NUM
ispiv-161	93	83	}	}	PUNCT
ispiv-161	93	84	,	,	PUNCT
ispiv-161	93	85	p(k)=	p(k)=	PROPN
ispiv-161	93	86	1	1	NUM
ispiv-161	93	87	zk(ξ	zk(ξ	NUM
ispiv-161	93	88	)	)	PUNCT
ispiv-161	93	89	exp{−ξ∥∇k∥	exp{−ξ∥∇k∥	NOUN
ispiv-161	93	90	}	}	PUNCT
ispiv-161	93	91	(	(	PUNCT
ispiv-161	93	92	6	6	NUM
ispiv-161	93	93	)	)	PUNCT
ispiv-161	93	94	where	where	SCONJ
ispiv-161	93	95	zjt	zjt	PROPN
ispiv-161	93	96	(	(	PUNCT
ispiv-161	93	97	η	η	PROPN
ispiv-161	93	98	)	)	PUNCT
ispiv-161	93	99	,	,	PUNCT
ispiv-161	93	100	zw(λ	zw(λ	NUM
ispiv-161	93	101	)	)	PUNCT
ispiv-161	93	102	and	and	CCONJ
ispiv-161	93	103	zk(ξ	zk(ξ	NUM
ispiv-161	93	104	)	)	PUNCT
ispiv-161	93	105	are	be	AUX
ispiv-161	93	106	normalization	normalization	NOUN
ispiv-161	93	107	constants	constant	NOUN
ispiv-161	93	108	only	only	ADV
ispiv-161	93	109	dependent	dependent	ADJ
ispiv-161	93	110	on	on	ADP
ispiv-161	93	111	parameters	parameter	NOUN
ispiv-161	93	112	η	η	PROPN
ispiv-161	93	113	,	,	PUNCT
ispiv-161	93	114	λ	λ	PROPN
ispiv-161	93	115	and	and	CCONJ
ispiv-161	93	116	ξ	ξ	PROPN
ispiv-161	93	117	,	,	PUNCT
ispiv-161	93	118	respectively	respectively	ADV
ispiv-161	93	119	.	.	PUNCT
ispiv-161	94	1	u	u	NOUN
ispiv-161	94	2	and	and	CCONJ
ispiv-161	94	3	v	v	NOUN
ispiv-161	94	4	are	be	AUX
ispiv-161	94	5	the	the	DET
ispiv-161	94	6	horizontal	horizontal	ADJ
ispiv-161	94	7	and	and	CCONJ
ispiv-161	94	8	vertical	vertical	ADJ
ispiv-161	94	9	components	component	NOUN
ispiv-161	94	10	of	of	ADP
ispiv-161	94	11	the	the	DET
ispiv-161	94	12	flow	flow	NOUN
ispiv-161	94	13	velocity	velocity	NOUN
ispiv-161	94	14	w.	w.	PROPN
ispiv-161	94	15	then	then	ADV
ispiv-161	94	16	,	,	PUNCT
ispiv-161	94	17	similar	similar	ADJ
ispiv-161	94	18	to	to	ADP
ispiv-161	94	19	eq.2	eq.2	VERB
ispiv-161	94	20	,	,	PUNCT
ispiv-161	94	21	when	when	SCONJ
ispiv-161	94	22	solving	solve	VERB
ispiv-161	94	23	the	the	DET
ispiv-161	94	24	noise	noise	NOUN
ispiv-161	94	25	levels	level	NOUN
ispiv-161	94	26	θ1	θ1	PROPN
ispiv-161	94	27	and	and	CCONJ
ispiv-161	94	28	θ2	θ2	PROPN
ispiv-161	94	29	,	,	PUNCT
ispiv-161	94	30	the	the	DET
ispiv-161	94	31	hr	hr	NOUN
ispiv-161	94	32	image	image	NOUN
ispiv-161	94	33	jt	jt	PROPN
ispiv-161	94	34	and	and	CCONJ
ispiv-161	94	35	the	the	DET
ispiv-161	94	36	blur	blur	PROPN
ispiv-161	94	37	kernel	kernel	PROPN
ispiv-161	94	38	k	k	PROPN
ispiv-161	94	39	are	be	AUX
ispiv-161	94	40	given	give	VERB
ispiv-161	94	41	,	,	PUNCT
ispiv-161	94	42	and	and	CCONJ
ispiv-161	94	43	the	the	DET
ispiv-161	94	44	bayesian	bayesian	NOUN
ispiv-161	94	45	map	map	NOUN
ispiv-161	94	46	estimation	estimation	NOUN
ispiv-161	94	47	for	for	ADP
ispiv-161	94	48	the	the	DET
ispiv-161	94	49	noise	noise	NOUN
ispiv-161	94	50	parameters	parameter	NOUN
ispiv-161	94	51	has	have	VERB
ispiv-161	94	52	the	the	DET
ispiv-161	94	53	following	follow	VERB
ispiv-161	94	54	closed	closed	ADJ
ispiv-161	94	55	-	-	PUNCT
ispiv-161	94	56	form	form	NOUN
ispiv-161	94	57	solution	solution	NOUN
ispiv-161	94	58	:	:	PUNCT
ispiv-161	94	59	θi	θi	X
ispiv-161	94	60	=	=	SYM
ispiv-161	94	61	α+nq	α+nq	PROPN
ispiv-161	94	62	−1	−1	NOUN
ispiv-161	94	63	β+nī	β+nī	NOUN
ispiv-161	94	64	,	,	PUNCT
ispiv-161	94	65	ī	ī	NOUN
ispiv-161	95	1	=	=	SYM
ispiv-161	95	2	1	1	NUM
ispiv-161	95	3	n	n	CCONJ
ispiv-161	95	4	n	n	ADV
ispiv-161	95	5	∑	∑	ADV
ispiv-161	95	6	q=1	q=1	PROPN
ispiv-161	95	7	∥∥(ii	∥∥(ii	ADP
ispiv-161	95	8	t	t	PROPN
ispiv-161	95	9	−skfwii)(q	−skfwii)(q	PROPN
ispiv-161	95	10	)	)	PUNCT
ispiv-161	95	11	∥∥	∥∥	X
ispiv-161	95	12	,	,	PUNCT
ispiv-161	95	13	i	i	NOUN
ispiv-161	95	14	=	=	NOUN
ispiv-161	95	15	1,2	1,2	NUM
ispiv-161	95	16	(	(	PUNCT
ispiv-161	95	17	7	7	NUM
ispiv-161	95	18	)	)	PUNCT
ispiv-161	95	19	where	where	SCONJ
ispiv-161	95	20	ī	ī	NOUN
ispiv-161	95	21	is	be	AUX
ispiv-161	95	22	the	the	DET
ispiv-161	95	23	sufficient	sufficient	ADJ
ispiv-161	95	24	statistics	statistic	NOUN
ispiv-161	95	25	,	,	PUNCT
ispiv-161	95	26	n	n	PRON
ispiv-161	95	27	is	be	AUX
ispiv-161	95	28	the	the	DET
ispiv-161	95	29	pixels	pixel	NOUN
ispiv-161	95	30	of	of	ADP
ispiv-161	95	31	the	the	DET
ispiv-161	95	32	lr	lr	NOUN
ispiv-161	95	33	image	image	NOUN
ispiv-161	95	34	and	and	CCONJ
ispiv-161	95	35	α	α	NOUN
ispiv-161	95	36	and	and	CCONJ
ispiv-161	95	37	β	β	X
ispiv-161	95	38	are	be	AUX
ispiv-161	95	39	two	two	NUM
ispiv-161	95	40	constant	constant	ADJ
ispiv-161	95	41	parameters	parameter	NOUN
ispiv-161	95	42	.	.	PUNCT
ispiv-161	96	1	for	for	ADP
ispiv-161	96	2	the	the	DET
ispiv-161	96	3	blur	blur	PROPN
ispiv-161	96	4	kernel	kernel	PROPN
ispiv-161	96	5	k	k	PROPN
ispiv-161	96	6	,	,	PUNCT
ispiv-161	96	7	the	the	DET
ispiv-161	96	8	solution	solution	NOUN
ispiv-161	96	9	is	be	AUX
ispiv-161	96	10	similar	similar	ADJ
ispiv-161	96	11	to	to	ADP
ispiv-161	96	12	the	the	DET
ispiv-161	96	13	hr	hr	NOUN
ispiv-161	96	14	image	image	NOUN
ispiv-161	96	15	jt	jt	PROPN
ispiv-161	96	16	;	;	PUNCT
ispiv-161	96	17	the	the	DET
ispiv-161	96	18	upsampling	upsampling	PROPN
ispiv-161	96	19	jt	jt	PROPN
ispiv-161	96	20	and	and	CCONJ
ispiv-161	96	21	downsampling	downsample	VERB
ispiv-161	96	22	matrix	matrix	NOUN
ispiv-161	96	23	s	s	VERB
ispiv-161	96	24	are	be	AUX
ispiv-161	96	25	given	give	VERB
ispiv-161	96	26	.	.	PUNCT
ispiv-161	97	1	the	the	DET
ispiv-161	97	2	minimization	minimization	NOUN
ispiv-161	97	3	formulation	formulation	NOUN
ispiv-161	97	4	is	be	AUX
ispiv-161	97	5	as	as	SCONJ
ispiv-161	97	6	follows	follow	VERB
ispiv-161	97	7	:	:	PUNCT
ispiv-161	97	8	argmin	argmin	PROPN
ispiv-161	97	9	k	k	PROPN
ispiv-161	97	10	θ0	θ0	PROPN
ispiv-161	97	11	∥∥sjtk−	∥∥sjtk−	PROPN
ispiv-161	97	12	i1	i1	PROPN
ispiv-161	97	13	t	t	PROPN
ispiv-161	97	14	∥∥+η∥∇k∥	∥∥+η∥∇k∥	PROPN
ispiv-161	97	15	(	(	PUNCT
ispiv-161	97	16	8)	8)	NUM
ispiv-161	97	17	which	which	PRON
ispiv-161	97	18	is	be	AUX
ispiv-161	97	19	also	also	ADV
ispiv-161	97	20	optimized	optimize	VERB
ispiv-161	97	21	by	by	ADP
ispiv-161	97	22	irls	irl	NOUN
ispiv-161	97	23	and	and	CCONJ
ispiv-161	97	24	not	not	PART
ispiv-161	97	25	discussed	discuss	VERB
ispiv-161	97	26	in	in	ADP
ispiv-161	97	27	detail	detail	NOUN
ispiv-161	97	28	here	here	ADV
ispiv-161	97	29	.	.	PUNCT
ispiv-161	98	1	with	with	ADP
ispiv-161	98	2	the	the	DET
ispiv-161	98	3	iteration	iteration	NOUN
ispiv-161	98	4	of	of	ADP
ispiv-161	98	5	the	the	DET
ispiv-161	98	6	estimations	estimation	NOUN
ispiv-161	98	7	of	of	ADP
ispiv-161	98	8	the	the	DET
ispiv-161	98	9	noise	noise	NOUN
ispiv-161	98	10	controlling	control	VERB
ispiv-161	98	11	parameters	parameter	NOUN
ispiv-161	98	12	θm	θm	ADP
ispiv-161	98	13	1	1	NUM
ispiv-161	98	14	and	and	CCONJ
ispiv-161	98	15	θm	θm	PROPN
ispiv-161	98	16	2	2	NUM
ispiv-161	98	17	,	,	PUNCT
ispiv-161	98	18	optical	optical	ADJ
ispiv-161	98	19	flow	flow	NOUN
ispiv-161	98	20	field	field	NOUN
ispiv-161	98	21	wm	wm	PROPN
ispiv-161	98	22	,	,	PUNCT
ispiv-161	98	23	intermediate	intermediate	ADJ
ispiv-161	98	24	upsampling	upsample	VERB
ispiv-161	98	25	image	image	NOUN
ispiv-161	98	26	jm	jm	PROPN
ispiv-161	98	27	t	t	PROPN
ispiv-161	98	28	and	and	CCONJ
ispiv-161	98	29	blur	blur	PROPN
ispiv-161	98	30	kernel	kernel	PROPN
ispiv-161	98	31	km	km	PROPN
ispiv-161	98	32	,	,	PUNCT
ispiv-161	98	33	where	where	SCONJ
ispiv-161	98	34	m	m	NOUN
ispiv-161	98	35	is	be	AUX
ispiv-161	98	36	the	the	DET
ispiv-161	98	37	current	current	ADJ
ispiv-161	98	38	iteration	iteration	NOUN
ispiv-161	98	39	number	number	NOUN
ispiv-161	98	40	,	,	PUNCT
ispiv-161	98	41	the	the	DET
ispiv-161	98	42	optimal	optimal	ADJ
ispiv-161	98	43	hr	hr	NOUN
ispiv-161	98	44	particle	particle	NOUN
ispiv-161	98	45	image	image	NOUN
ispiv-161	98	46	jt	jt	PROPN
ispiv-161	98	47	can	can	AUX
ispiv-161	98	48	be	be	AUX
ispiv-161	98	49	generated	generate	VERB
ispiv-161	98	50	.	.	PUNCT
ispiv-161	99	1	we	we	PRON
ispiv-161	99	2	use	use	VERB
ispiv-161	99	3	5	5	NUM
ispiv-161	99	4	iterations	iteration	NOUN
ispiv-161	99	5	to	to	PART
ispiv-161	99	6	generate	generate	VERB
ispiv-161	99	7	the	the	DET
ispiv-161	99	8	hr	hr	NOUN
ispiv-161	99	9	particle	particle	NOUN
ispiv-161	99	10	image	image	NOUN
ispiv-161	99	11	with	with	ADP
ispiv-161	99	12	η	η	PROPN
ispiv-161	99	13	=	=	PROPN
ispiv-161	99	14	0.02	0.02	NUM
ispiv-161	99	15	for	for	ADP
ispiv-161	99	16	the	the	DET
ispiv-161	99	17	image	image	NOUN
ispiv-161	99	18	derivative	derivative	NOUN
ispiv-161	99	19	,	,	PUNCT
ispiv-161	99	20	λ	λ	X
ispiv-161	99	21	=	=	NOUN
ispiv-161	99	22	1,000	1,000	NUM
ispiv-161	99	23	for	for	ADP
ispiv-161	99	24	the	the	DET
ispiv-161	99	25	optical	optical	ADJ
ispiv-161	99	26	flow	flow	NOUN
ispiv-161	99	27	field	field	NOUN
ispiv-161	99	28	,	,	PUNCT
ispiv-161	99	29	ξ	ξ	X
ispiv-161	99	30	=	=	SYM
ispiv-161	99	31	0.7	0.7	NUM
ispiv-161	99	32	for	for	ADP
ispiv-161	99	33	the	the	DET
ispiv-161	99	34	derivative	derivative	NOUN
ispiv-161	99	35	of	of	ADP
ispiv-161	99	36	the	the	DET
ispiv-161	99	37	blur	blur	ADJ
ispiv-161	99	38	kernel	kernel	PROPN
ispiv-161	99	39	and	and	CCONJ
ispiv-161	99	40	α	α	NOUN
ispiv-161	99	41	=	=	SYM
ispiv-161	99	42	1	1	NUM
ispiv-161	99	43	and	and	CCONJ
ispiv-161	99	44	β	β	X
ispiv-161	99	45	=	=	SYM
ispiv-161	99	46	0.1	0.1	NUM
ispiv-161	99	47	for	for	ADP
ispiv-161	99	48	noise	noise	NOUN
ispiv-161	99	49	.	.	PUNCT
ispiv-161	100	1	the	the	DET
ispiv-161	100	2	upsampling	upsample	VERB
ispiv-161	100	3	scale	scale	NOUN
ispiv-161	100	4	is	be	AUX
ispiv-161	100	5	set	set	VERB
ispiv-161	100	6	to	to	PART
ispiv-161	100	7	be	be	AUX
ispiv-161	100	8	4	4	NUM
ispiv-161	100	9	.	.	X
ispiv-161	100	10	3	3	NUM
ispiv-161	100	11	experimental	experimental	ADJ
ispiv-161	100	12	evaluations	evaluation	NOUN
ispiv-161	100	13	in	in	ADP
ispiv-161	100	14	this	this	DET
ispiv-161	100	15	section	section	NOUN
ispiv-161	100	16	,	,	PUNCT
ispiv-161	100	17	we	we	PRON
ispiv-161	100	18	illustrate	illustrate	VERB
ispiv-161	100	19	the	the	DET
ispiv-161	100	20	performance	performance	NOUN
ispiv-161	100	21	of	of	ADP
ispiv-161	100	22	the	the	DET
ispiv-161	100	23	proposed	propose	VERB
ispiv-161	100	24	sr	sr	PROPN
ispiv-161	100	25	reconstruction	reconstruction	NOUN
ispiv-161	100	26	technology	technology	NOUN
ispiv-161	100	27	on	on	ADP
ispiv-161	100	28	synthetic	synthetic	ADJ
ispiv-161	100	29	and	and	CCONJ
ispiv-161	100	30	experimental	experimental	ADJ
ispiv-161	100	31	images	image	NOUN
ispiv-161	100	32	.	.	PUNCT
ispiv-161	101	1	first	first	ADV
ispiv-161	101	2	,	,	PUNCT
ispiv-161	101	3	we	we	PRON
ispiv-161	101	4	focus	focus	VERB
ispiv-161	101	5	on	on	ADP
ispiv-161	101	6	the	the	DET
ispiv-161	101	7	performance	performance	NOUN
ispiv-161	101	8	of	of	ADP
ispiv-161	101	9	the	the	DET
ispiv-161	101	10	proposed	propose	VERB
ispiv-161	101	11	bmfsr	bmfsr	PROPN
ispiv-161	101	12	method	method	NOUN
ispiv-161	101	13	and	and	CCONJ
ispiv-161	101	14	verify	verify	VERB
ispiv-161	101	15	the	the	DET
ispiv-161	101	16	advantage	advantage	NOUN
ispiv-161	101	17	on	on	ADP
ispiv-161	101	18	a	a	DET
ispiv-161	101	19	synthetic	synthetic	ADJ
ispiv-161	101	20	vortex	vortex	NOUN
ispiv-161	101	21	flow	flow	NOUN
ispiv-161	101	22	in	in	ADP
ispiv-161	101	23	sect	sect	NOUN
ispiv-161	101	24	.	.	PUNCT
ispiv-161	102	1	3.1	3.1	NUM
ispiv-161	102	2	.	.	PUNCT
ispiv-161	102	3	subsequently	subsequently	ADV
ispiv-161	102	4	,	,	PUNCT
ispiv-161	102	5	in	in	ADP
ispiv-161	102	6	sect	sect	NOUN
ispiv-161	102	7	.	.	PUNCT
ispiv-161	103	1	3.2	3.2	NUM
ispiv-161	103	2	,	,	PUNCT
ispiv-161	103	3	real	real	ADJ
ispiv-161	103	4	experimental	experimental	ADJ
ispiv-161	103	5	micropiv	micropiv	NOUN
ispiv-161	103	6	data	datum	NOUN
ispiv-161	103	7	are	be	AUX
ispiv-161	103	8	tested	test	VERB
ispiv-161	103	9	to	to	PART
ispiv-161	103	10	demonstrate	demonstrate	VERB
ispiv-161	103	11	the	the	DET
ispiv-161	103	12	practicality	practicality	NOUN
ispiv-161	103	13	of	of	ADP
ispiv-161	103	14	the	the	DET
ispiv-161	103	15	novel	novel	ADJ
ispiv-161	103	16	sr	sr	PROPN
ispiv-161	103	17	reconstruction	reconstruction	NOUN
ispiv-161	103	18	technology	technology	NOUN
ispiv-161	103	19	combining	combine	VERB
ispiv-161	103	20	the	the	DET
ispiv-161	103	21	multi	multi	ADJ
ispiv-161	103	22	-	-	ADJ
ispiv-161	103	23	frame	frame	ADJ
ispiv-161	103	24	imaging	imaging	NOUN
ispiv-161	103	25	system	system	NOUN
ispiv-161	103	26	and	and	CCONJ
ispiv-161	103	27	the	the	DET
ispiv-161	103	28	bmfsr	bmfsr	PROPN
ispiv-161	103	29	algorithm	algorithm	PROPN
ispiv-161	103	30	,	,	PUNCT
ispiv-161	103	31	which	which	PRON
ispiv-161	103	32	utilizes	utilize	VERB
ispiv-161	103	33	the	the	DET
ispiv-161	103	34	multi	multi	ADJ
ispiv-161	103	35	-	-	ADJ
ispiv-161	103	36	frame	frame	ADJ
ispiv-161	103	37	displacement	displacement	ADJ
ispiv-161	103	38	information	information	NOUN
ispiv-161	103	39	.	.	PUNCT
ispiv-161	104	1	hereafter	hereafter	ADV
ispiv-161	104	2	,	,	PUNCT
ispiv-161	104	3	we	we	PRON
ispiv-161	104	4	follow	follow	VERB
ispiv-161	104	5	a	a	DET
ispiv-161	104	6	standard	standard	ADJ
ispiv-161	104	7	method	method	NOUN
ispiv-161	104	8	to	to	PART
ispiv-161	104	9	quantitatively	quantitatively	ADV
ispiv-161	104	10	evaluate	evaluate	VERB
ispiv-161	104	11	the	the	DET
ispiv-161	104	12	experimental	experimental	ADJ
ispiv-161	104	13	results	result	NOUN
ispiv-161	104	14	by	by	ADP
ispiv-161	104	15	computing	compute	VERB
ispiv-161	104	16	the	the	DET
ispiv-161	104	17	peak	peak	NOUN
ispiv-161	104	18	signal	signal	NOUN
ispiv-161	104	19	-	-	PUNCT
ispiv-161	104	20	to	to	ADP
ispiv-161	104	21	-	-	PUNCT
ispiv-161	104	22	noise	noise	NOUN
ispiv-161	104	23	ratio	ratio	NOUN
ispiv-161	104	24	(	(	PUNCT
ispiv-161	104	25	psnr	psnr	NOUN
ispiv-161	104	26	)	)	PUNCT
ispiv-161	104	27	,	,	PUNCT
ispiv-161	104	28	the	the	DET
ispiv-161	104	29	root	root	NOUN
ispiv-161	104	30	mean	mean	VERB
ispiv-161	104	31	square	square	ADJ
ispiv-161	104	32	error	error	NOUN
ispiv-161	104	33	(	(	PUNCT
ispiv-161	104	34	rmse	rmse	NOUN
ispiv-161	104	35	)	)	PUNCT
ispiv-161	104	36	and	and	CCONJ
ispiv-161	104	37	the	the	DET
ispiv-161	104	38	average	average	ADJ
ispiv-161	104	39	angle	angle	NOUN
ispiv-161	104	40	error	error	NOUN
ispiv-161	104	41	(	(	PUNCT
ispiv-161	104	42	aae	aae	PROPN
ispiv-161	104	43	)	)	PUNCT
ispiv-161	104	44	over	over	ADP
ispiv-161	104	45	n	n	NOUN
ispiv-161	104	46	pixels	pixel	NOUN
ispiv-161	104	47	of	of	ADP
ispiv-161	104	48	the	the	DET
ispiv-161	104	49	image	image	NOUN
ispiv-161	104	50	:	:	PUNCT
ispiv-161	104	51	psnr=10·log10	psnr=10·log10	X
ispiv-161	104	52	2552	2552	NUM
ispiv-161	104	53	1	1	NUM
ispiv-161	104	54	n	n	CCONJ
ispiv-161	104	55	n	n	CCONJ
ispiv-161	104	56	∑	∑	CCONJ
ispiv-161	104	57	n=1	n=1	PROPN
ispiv-161	104	58	|jt(n)−j(n)|2	|jt(n)−j(n)|2	PROPN
ispiv-161	104	59	,	,	PUNCT
ispiv-161	104	60	rmse=	rmse=	ADJ
ispiv-161	104	61	√	√	ADP
ispiv-161	104	62	1	1	NUM
ispiv-161	104	63	n	n	CCONJ
ispiv-161	104	64	n	n	CCONJ
ispiv-161	104	65	∑	∑	ADV
ispiv-161	104	66	n=1	n=1	PROPN
ispiv-161	104	67	|wes	|we	NOUN
ispiv-161	104	68	n	n	PART
ispiv-161	104	69	−wtr	−wtr	NOUN
ispiv-161	104	70	n	n	CCONJ
ispiv-161	104	71	|	|	ADV
ispiv-161	104	72	2	2	NUM
ispiv-161	104	73	,	,	PUNCT
ispiv-161	104	74	aae=	aae=	VERB
ispiv-161	104	75	1	1	NUM
ispiv-161	104	76	n	n	ADP
ispiv-161	104	77	n	n	CCONJ
ispiv-161	104	78	∑	∑	PROPN
ispiv-161	105	1	n=1	n=1	PROPN
ispiv-161	105	2	arccos	arcco	NOUN
ispiv-161	105	3	(	(	PUNCT
ispiv-161	105	4	wes	wes	PROPN
ispiv-161	105	5	n	n	CCONJ
ispiv-161	105	6	·	·	PUNCT
ispiv-161	105	7	wtr	wtr	NOUN
ispiv-161	105	8	n	n	NOUN
ispiv-161	105	9	|wes	|we	NOUN
ispiv-161	105	10	n	n	PRON
ispiv-161	105	11	|·|wtr	|·|wtr	NOUN
ispiv-161	105	12	n	n	ADV
ispiv-161	105	13	|	|	ADV
ispiv-161	105	14	)	)	PUNCT
ispiv-161	105	15	(	(	PUNCT
ispiv-161	105	16	9	9	X
ispiv-161	105	17	)	)	PUNCT
ispiv-161	105	18	where	where	SCONJ
ispiv-161	105	19	j	j	PROPN
ispiv-161	105	20	and	and	CCONJ
ispiv-161	105	21	jt	jt	PROPN
ispiv-161	105	22	are	be	AUX
ispiv-161	105	23	the	the	DET
ispiv-161	105	24	ground	ground	NOUN
ispiv-161	105	25	truth	truth	NOUN
ispiv-161	105	26	and	and	CCONJ
ispiv-161	105	27	the	the	DET
ispiv-161	105	28	reconstructed	reconstructed	ADJ
ispiv-161	105	29	hr	hr	NOUN
ispiv-161	105	30	particle	particle	NOUN
ispiv-161	105	31	images	image	NOUN
ispiv-161	105	32	,	,	PUNCT
ispiv-161	105	33	respectively	respectively	ADV
ispiv-161	105	34	.	.	PUNCT
ispiv-161	106	1	wtr	wtr	NOUN
ispiv-161	106	2	and	and	CCONJ
ispiv-161	106	3	wes	wes	PROPN
ispiv-161	106	4	denote	denote	VERB
ispiv-161	106	5	the	the	DET
ispiv-161	106	6	ground	ground	NOUN
ispiv-161	106	7	truth	truth	NOUN
ispiv-161	106	8	and	and	CCONJ
ispiv-161	106	9	the	the	DET
ispiv-161	106	10	estimated	estimate	VERB
ispiv-161	106	11	velocity	velocity	NOUN
ispiv-161	106	12	fields	field	NOUN
ispiv-161	106	13	.	.	PUNCT
ispiv-161	107	1	3.1	3.1	NUM
ispiv-161	107	2	test	test	NOUN
ispiv-161	107	3	on	on	ADP
ispiv-161	107	4	synthetic	synthetic	ADJ
ispiv-161	107	5	vortex	vortex	NOUN
ispiv-161	107	6	flow	flow	NOUN
ispiv-161	107	7	first	first	ADV
ispiv-161	107	8	,	,	PUNCT
ispiv-161	107	9	we	we	PRON
ispiv-161	107	10	investigate	investigate	VERB
ispiv-161	107	11	the	the	DET
ispiv-161	107	12	performance	performance	NOUN
ispiv-161	107	13	of	of	ADP
ispiv-161	107	14	the	the	DET
ispiv-161	107	15	proposed	propose	VERB
ispiv-161	107	16	bmfsr	bmfsr	PROPN
ispiv-161	107	17	method	method	NOUN
ispiv-161	107	18	on	on	ADP
ispiv-161	107	19	a	a	DET
ispiv-161	107	20	synthetic	synthetic	ADJ
ispiv-161	107	21	vortex	vortex	NOUN
ispiv-161	107	22	flow	flow	NOUN
ispiv-161	107	23	.	.	PUNCT
ispiv-161	108	1	two	two	NUM
ispiv-161	108	2	pairs	pair	NOUN
ispiv-161	108	3	of	of	ADP
ispiv-161	108	4	hr	hr	NOUN
ispiv-161	108	5	particle	particle	NOUN
ispiv-161	108	6	images	image	NOUN
ispiv-161	108	7	with	with	ADP
ispiv-161	108	8	512	512	NUM
ispiv-161	108	9	×	×	NOUN
ispiv-161	108	10	512	512	NUM
ispiv-161	108	11	pixels	pixel	NOUN
ispiv-161	108	12	are	be	AUX
ispiv-161	108	13	generated	generate	VERB
ispiv-161	108	14	,	,	PUNCT
ispiv-161	108	15	whereby	whereby	SCONJ
ispiv-161	108	16	7,864	7,864	NUM
ispiv-161	108	17	particles	particle	NOUN
ispiv-161	108	18	with	with	ADP
ispiv-161	108	19	a	a	DET
ispiv-161	108	20	mean	mean	ADJ
ispiv-161	108	21	diameter	diameter	NOUN
ispiv-161	108	22	of	of	ADP
ispiv-161	108	23	6	6	NUM
ispiv-161	108	24	pixels	pixel	NOUN
ispiv-161	108	25	and	and	CCONJ
ispiv-161	108	26	size	size	NOUN
ispiv-161	108	27	variation	variation	NOUN
ispiv-161	108	28	of	of	ADP
ispiv-161	108	29	0.3	0.3	NUM
ispiv-161	108	30	pixels	pixel	NOUN
ispiv-161	108	31	are	be	AUX
ispiv-161	108	32	randomly	randomly	ADV
ispiv-161	108	33	distributed	distribute	VERB
ispiv-161	108	34	.	.	PUNCT
ispiv-161	109	1	no	no	DET
ispiv-161	109	2	out	out	ADV
ispiv-161	109	3	-	-	PUNCT
ispiv-161	109	4	of	of	ADP
ispiv-161	109	5	-	-	PUNCT
ispiv-161	109	6	plane	plane	NOUN
ispiv-161	109	7	motion	motion	NOUN
ispiv-161	109	8	or	or	CCONJ
ispiv-161	109	9	noise	noise	NOUN
ispiv-161	109	10	is	be	AUX
ispiv-161	109	11	considered	consider	VERB
ispiv-161	109	12	,	,	PUNCT
ispiv-161	109	13	and	and	CCONJ
ispiv-161	109	14	the	the	DET
ispiv-161	109	15	sheet	sheet	NOUN
ispiv-161	109	16	thickness	thickness	NOUN
ispiv-161	109	17	is	be	AUX
ispiv-161	109	18	set	set	VERB
ispiv-161	109	19	to	to	ADP
ispiv-161	109	20	0.333	0.333	NUM
ispiv-161	109	21	.	.	PUNCT
ispiv-161	110	1	the	the	DET
ispiv-161	110	2	displacement	displacement	NOUN
ispiv-161	110	3	between	between	ADP
ispiv-161	110	4	these	these	DET
ispiv-161	110	5	two	two	NUM
ispiv-161	110	6	pairs	pair	NOUN
ispiv-161	110	7	is	be	AUX
ispiv-161	110	8	set	set	VERB
ispiv-161	110	9	to	to	ADP
ispiv-161	110	10	0.25	0.25	NUM
ispiv-161	110	11	pixels	pixel	NOUN
ispiv-161	110	12	and	and	CCONJ
ispiv-161	110	13	considered	consider	VERB
ispiv-161	110	14	to	to	PART
ispiv-161	110	15	be	be	AUX
ispiv-161	110	16	the	the	DET
ispiv-161	110	17	background	background	NOUN
ispiv-161	110	18	hr	hr	NOUN
ispiv-161	110	19	particle	particle	NOUN
ispiv-161	110	20	images	image	NOUN
ispiv-161	110	21	of	of	ADP
ispiv-161	110	22	sensor	sensor	NOUN
ispiv-161	110	23	1	1	NUM
ispiv-161	110	24	and	and	CCONJ
ispiv-161	110	25	sensor	sensor	NOUN
ispiv-161	110	26	2	2	NUM
ispiv-161	110	27	.	.	PUNCT
ispiv-161	111	1	in	in	ADP
ispiv-161	111	2	this	this	DET
ispiv-161	111	3	experiment	experiment	NOUN
ispiv-161	111	4	,	,	PUNCT
ispiv-161	111	5	a	a	DET
ispiv-161	111	6	synthetic	synthetic	ADJ
ispiv-161	111	7	velocity	velocity	NOUN
ispiv-161	111	8	field	field	NOUN
ispiv-161	111	9	is	be	AUX
ispiv-161	111	10	a	a	DET
ispiv-161	111	11	lamb	lamb	NOUN
ispiv-161	111	12	-	-	PUNCT
ispiv-161	111	13	ossen	ossen	ADJ
ispiv-161	111	14	vortex	vortex	NOUN
ispiv-161	111	15	,	,	PUNCT
ispiv-161	111	16	similar	similar	ADJ
ispiv-161	111	17	to	to	ADP
ispiv-161	111	18	(	(	PUNCT
ispiv-161	111	19	carlier	carlier	NOUN
ispiv-161	111	20	and	and	CCONJ
ispiv-161	111	21	wieneke	wieneke	NOUN
ispiv-161	111	22	,	,	PUNCT
ispiv-161	111	23	2005	2005	NUM
ispiv-161	111	24	)	)	PUNCT
ispiv-161	111	25	.	.	PUNCT
ispiv-161	112	1	the	the	DET
ispiv-161	112	2	exact	exact	ADJ
ispiv-161	112	3	solution	solution	NOUN
ispiv-161	112	4	of	of	ADP
ispiv-161	112	5	the	the	DET
ispiv-161	112	6	navier	navier	NOUN
ispiv-161	112	7	-	-	PUNCT
ispiv-161	112	8	stokes	stoke	NOUN
ispiv-161	112	9	equation	equation	NOUN
ispiv-161	112	10	is	be	AUX
ispiv-161	112	11	:	:	PUNCT
ispiv-161	112	12	u(r	u(r	ADV
ispiv-161	112	13	,	,	PUNCT
ispiv-161	112	14	θ	θ	NOUN
ispiv-161	112	15	)	)	PUNCT
ispiv-161	112	16	=	=	SYM
ispiv-161	112	17	γ0	γ0	NOUN
ispiv-161	112	18	2πr	2πr	NOUN
ispiv-161	112	19	(	(	PUNCT
ispiv-161	112	20	1−	1−	NUM
ispiv-161	112	21	e	e	NOUN
ispiv-161	112	22	−r2	−r2	PROPN
ispiv-161	112	23	r0	r0	PROPN
ispiv-161	112	24	2	2	NUM
ispiv-161	112	25	)	)	PUNCT
ispiv-161	112	26	(	(	PUNCT
ispiv-161	112	27	10	10	NUM
ispiv-161	112	28	)	)	PUNCT
ispiv-161	112	29	where	where	SCONJ
ispiv-161	112	30	γ0	γ0	NOUN
ispiv-161	112	31	is	be	AUX
ispiv-161	112	32	the	the	DET
ispiv-161	112	33	initial	initial	ADJ
ispiv-161	112	34	circulation	circulation	NOUN
ispiv-161	112	35	and	and	CCONJ
ispiv-161	112	36	r0	r0	NOUN
ispiv-161	112	37	is	be	AUX
ispiv-161	112	38	the	the	DET
ispiv-161	112	39	core	core	NOUN
ispiv-161	112	40	radius	radius	NOUN
ispiv-161	112	41	.	.	PUNCT
ispiv-161	113	1	in	in	ADP
ispiv-161	113	2	this	this	DET
ispiv-161	113	3	study	study	NOUN
ispiv-161	113	4	,	,	PUNCT
ispiv-161	113	5	γ0	γ0	PROPN
ispiv-161	113	6	=	=	SYM
ispiv-161	113	7	2000	2000	NUM
ispiv-161	113	8	,	,	PUNCT
ispiv-161	113	9	r0	r0	NOUN
ispiv-161	113	10	=	=	NOUN
ispiv-161	113	11	50	50	NUM
ispiv-161	113	12	pixels	pixel	NOUN
ispiv-161	113	13	.	.	PUNCT
ispiv-161	114	1	lr	lr	NOUN
ispiv-161	114	2	particle	particle	NOUN
ispiv-161	114	3	images	image	NOUN
ispiv-161	114	4	are	be	AUX
ispiv-161	114	5	generated	generate	VERB
ispiv-161	114	6	by	by	ADP
ispiv-161	114	7	downsampling	downsample	VERB
ispiv-161	114	8	the	the	DET
ispiv-161	114	9	hr	hr	NOUN
ispiv-161	114	10	particle	particle	NOUN
ispiv-161	114	11	images	image	NOUN
ispiv-161	114	12	above	above	ADV
ispiv-161	114	13	with	with	ADP
ispiv-161	114	14	a	a	DET
ispiv-161	114	15	downsampling	downsample	VERB
ispiv-161	114	16	scale	scale	NOUN
ispiv-161	114	17	of	of	ADP
ispiv-161	114	18	4	4	NUM
ispiv-161	114	19	.	.	PUNCT
ispiv-161	114	20	during	during	ADP
ispiv-161	114	21	dowmsampling	dowmsampling	NOUN
ispiv-161	114	22	,	,	PUNCT
ispiv-161	114	23	blur	blur	NOUN
ispiv-161	114	24	and	and	CCONJ
ispiv-161	114	25	noise	noise	NOUN
ispiv-161	114	26	are	be	AUX
ispiv-161	114	27	added	add	VERB
ispiv-161	114	28	to	to	PART
ispiv-161	114	29	simulate	simulate	VERB
ispiv-161	114	30	the	the	DET
ispiv-161	114	31	real	real	ADJ
ispiv-161	114	32	scene	scene	NOUN
ispiv-161	114	33	.	.	PUNCT
ispiv-161	115	1	the	the	DET
ispiv-161	115	2	hr	hr	NOUN
ispiv-161	115	3	particle	particle	NOUN
ispiv-161	115	4	images	image	NOUN
ispiv-161	115	5	of	of	ADP
ispiv-161	115	6	the	the	DET
ispiv-161	115	7	background	background	NOUN
ispiv-161	115	8	reconstructed	reconstruct	VERB
ispiv-161	115	9	by	by	ADP
ispiv-161	115	10	the	the	DET
ispiv-161	115	11	traditional	traditional	ADJ
ispiv-161	115	12	bicubic	bicubic	NOUN
ispiv-161	115	13	interpolation	interpolation	NOUN
ispiv-161	115	14	and	and	CCONJ
ispiv-161	115	15	reconstructed	reconstruct	VERB
ispiv-161	115	16	by	by	ADP
ispiv-161	115	17	the	the	DET
ispiv-161	115	18	proposed	propose	VERB
ispiv-161	115	19	bmfsr	bmfsr	NOUN
ispiv-161	115	20	are	be	AUX
ispiv-161	115	21	shown	show	VERB
ispiv-161	115	22	in	in	ADP
ispiv-161	115	23	fig.2	fig.2	PROPN
ispiv-161	115	24	.	.	PUNCT
ispiv-161	116	1	as	as	SCONJ
ispiv-161	116	2	shown	show	VERB
ispiv-161	116	3	,	,	PUNCT
ispiv-161	116	4	the	the	DET
ispiv-161	116	5	image	image	NOUN
ispiv-161	116	6	reconstructed	reconstruct	VERB
ispiv-161	116	7	by	by	ADP
ispiv-161	116	8	bmfsr	bmfsr	PROPN
ispiv-161	116	9	is	be	AUX
ispiv-161	116	10	more	more	ADV
ispiv-161	116	11	approximate	approximate	ADJ
ispiv-161	116	12	to	to	ADP
ispiv-161	116	13	the	the	DET
ispiv-161	116	14	background	background	NOUN
ispiv-161	116	15	particle	particle	NOUN
ispiv-161	116	16	image	image	NOUN
ispiv-161	116	17	.	.	PUNCT
ispiv-161	117	1	in	in	ADP
ispiv-161	117	2	addition	addition	NOUN
ispiv-161	117	3	,	,	PUNCT
ispiv-161	117	4	we	we	PRON
ispiv-161	117	5	compare	compare	VERB
ispiv-161	117	6	the	the	DET
ispiv-161	117	7	reconstruction	reconstruction	NOUN
ispiv-161	117	8	quality	quality	NOUN
ispiv-161	117	9	with	with	ADP
ispiv-161	117	10	the	the	DET
ispiv-161	117	11	evaluation	evaluation	NOUN
ispiv-161	117	12	indices	index	NOUN
ispiv-161	117	13	psnr	psnr	NOUN
ispiv-161	117	14	,	,	PUNCT
ispiv-161	117	15	rmse	rmse	NOUN
ispiv-161	117	16	and	and	CCONJ
ispiv-161	117	17	aae	aae	PROPN
ispiv-161	117	18	,	,	PUNCT
ispiv-161	117	19	and	and	CCONJ
ispiv-161	117	20	the	the	DET
ispiv-161	117	21	results	result	NOUN
ispiv-161	117	22	are	be	AUX
ispiv-161	117	23	shown	show	VERB
ispiv-161	117	24	in	in	ADP
ispiv-161	117	25	fig.3	fig.3	PROPN
ispiv-161	117	26	.	.	PUNCT
ispiv-161	118	1	compared	compare	VERB
ispiv-161	118	2	to	to	ADP
ispiv-161	118	3	bicubic	bicubic	ADJ
ispiv-161	118	4	interpolation	interpolation	NOUN
ispiv-161	118	5	,	,	PUNCT
ispiv-161	118	6	the	the	DET
ispiv-161	118	7	psnr	psnr	NOUN
ispiv-161	118	8	of	of	ADP
ispiv-161	118	9	our	our	PRON
ispiv-161	118	10	proposed	propose	VERB
ispiv-161	118	11	method	method	NOUN
ispiv-161	118	12	bmfsr	bmfsr	PROPN
ispiv-161	118	13	is	be	AUX
ispiv-161	118	14	the	the	DET
ispiv-161	118	15	highest	high	ADJ
ispiv-161	118	16	,	,	PUNCT
ispiv-161	118	17	whether	whether	SCONJ
ispiv-161	118	18	for	for	ADP
ispiv-161	118	19	i1	i1	PROPN
ispiv-161	118	20	t	t	PROPN
ispiv-161	118	21	or	or	CCONJ
ispiv-161	118	22	i2	i2	PROPN
ispiv-161	118	23	t	t	PROPN
ispiv-161	118	24	.	.	PUNCT
ispiv-161	119	1	in	in	ADP
ispiv-161	119	2	table	table	NOUN
ispiv-161	119	3	2	2	NUM
ispiv-161	119	4	,	,	PUNCT
ispiv-161	119	5	bicubic	bicubic	ADJ
ispiv-161	119	6	-	-	PUNCT
ispiv-161	119	7	dcc	dcc	PROPN
ispiv-161	119	8	denotes	denote	NOUN
ispiv-161	119	9	that	that	SCONJ
ispiv-161	119	10	the	the	DET
ispiv-161	119	11	dcc	dcc	PROPN
ispiv-161	119	12	results	result	NOUN
ispiv-161	119	13	are	be	AUX
ispiv-161	119	14	set	set	VERB
ispiv-161	119	15	to	to	PART
ispiv-161	119	16	be	be	AUX
ispiv-161	119	17	the	the	DET
ispiv-161	119	18	background	background	NOUN
ispiv-161	119	19	truth	truth	NOUN
ispiv-161	119	20	(	(	PUNCT
ispiv-161	119	21	ours	ours	ADJ
ispiv-161	119	22	-	-	NOUN
ispiv-161	119	23	dcc	dcc	PROPN
ispiv-161	119	24	is	be	AUX
ispiv-161	119	25	the	the	DET
ispiv-161	119	26	same	same	ADJ
ispiv-161	119	27	)	)	PUNCT
ispiv-161	119	28	because	because	SCONJ
ispiv-161	119	29	both	both	DET
ispiv-161	119	30	bicubic	bicubic	ADJ
ispiv-161	119	31	interpolation	interpolation	NOUN
ispiv-161	119	32	and	and	CCONJ
ispiv-161	119	33	our	our	PRON
ispiv-161	119	34	method	method	NOUN
ispiv-161	119	35	estimate	estimate	VERB
ispiv-161	119	36	the	the	DET
ispiv-161	119	37	velocity	velocity	NOUN
ispiv-161	119	38	with	with	ADP
ispiv-161	119	39	an	an	DET
ispiv-161	119	40	open	open	ADJ
ispiv-161	119	41	source	source	NOUN
ispiv-161	119	42	dcc	dcc	PROPN
ispiv-161	119	43	and	and	CCONJ
ispiv-161	119	44	it	it	PRON
ispiv-161	119	45	has	have	VERB
ispiv-161	119	46	its	its	PRON
ispiv-161	119	47	inherent	inherent	ADJ
ispiv-161	119	48	estimation	estimation	NOUN
ispiv-161	119	49	error	error	NOUN
ispiv-161	119	50	.	.	PUNCT
ispiv-161	120	1	the	the	DET
ispiv-161	120	2	bold	bold	ADJ
ispiv-161	120	3	denotes	denote	VERB
ispiv-161	120	4	the	the	DET
ispiv-161	120	5	best	good	ADJ
ispiv-161	120	6	and	and	CCONJ
ispiv-161	120	7	the	the	DET
ispiv-161	120	8	underlined	underline	VERB
ispiv-161	120	9	denotes	denote	NOUN
ispiv-161	120	10	the	the	DET
ispiv-161	120	11	second	second	ADJ
ispiv-161	120	12	here	here	ADV
ispiv-161	120	13	.	.	PUNCT
ispiv-161	121	1	in	in	ADP
ispiv-161	121	2	table	table	NOUN
ispiv-161	121	3	2	2	NUM
ispiv-161	121	4	,	,	PUNCT
ispiv-161	121	5	it	it	PRON
ispiv-161	121	6	can	can	AUX
ispiv-161	121	7	be	be	AUX
ispiv-161	121	8	seen	see	VERB
ispiv-161	121	9	that	that	SCONJ
ispiv-161	121	10	the	the	DET
ispiv-161	121	11	proposed	propose	VERB
ispiv-161	121	12	method	method	NOUN
ispiv-161	121	13	bmfsr	bmfsr	PROPN
ispiv-161	121	14	performs	perform	VERB
ispiv-161	121	15	better	well	ADJ
ispiv-161	121	16	than	than	ADP
ispiv-161	121	17	the	the	DET
ispiv-161	121	18	traditional	traditional	ADJ
ispiv-161	121	19	bicubic	bicubic	ADJ
ispiv-161	121	20	interpolation	interpolation	NOUN
ispiv-161	121	21	method	method	NOUN
ispiv-161	121	22	relative	relative	ADJ
ispiv-161	121	23	to	to	ADP
ispiv-161	121	24	whether	whether	SCONJ
ispiv-161	121	25	the	the	DET
ispiv-161	121	26	ground	ground	NOUN
ispiv-161	121	27	truth	truth	NOUN
ispiv-161	121	28	or	or	CCONJ
ispiv-161	121	29	the	the	DET
ispiv-161	121	30	result	result	NOUN
ispiv-161	121	31	of	of	ADP
ispiv-161	121	32	the	the	DET
ispiv-161	121	33	basic	basic	ADJ
ispiv-161	121	34	dcc	dcc	PROPN
ispiv-161	121	35	algorithm	algorithm	NOUN
ispiv-161	121	36	.	.	PUNCT
ispiv-161	122	1	we	we	PRON
ispiv-161	122	2	present	present	VERB
ispiv-161	122	3	the	the	DET
ispiv-161	122	4	energy	energy	NOUN
ispiv-161	122	5	maps	map	NOUN
ispiv-161	122	6	and	and	CCONJ
ispiv-161	122	7	velocity	velocity	NOUN
ispiv-161	122	8	distributions	distribution	NOUN
ispiv-161	122	9	of	of	ADP
ispiv-161	122	10	different	different	ADJ
ispiv-161	122	11	methods	method	NOUN
ispiv-161	122	12	in	in	ADP
ispiv-161	122	13	fig	fig	NOUN
ispiv-161	122	14	.	.	PUNCT
ispiv-161	123	1	4	4	X
ispiv-161	123	2	.	.	PUNCT
ispiv-161	123	3	the	the	DET
ispiv-161	123	4	comparison	comparison	NOUN
ispiv-161	123	5	result	result	NOUN
ispiv-161	123	6	suggests	suggest	VERB
ispiv-161	123	7	that	that	SCONJ
ispiv-161	123	8	the	the	DET
ispiv-161	123	9	proposed	propose	VERB
ispiv-161	123	10	bmfsr	bmfsr	PROPN
ispiv-161	123	11	method	method	PROPN
ispiv-161	123	12	outperforms	outperform	VERB
ispiv-161	123	13	the	the	DET
ispiv-161	123	14	traditional	traditional	ADJ
ispiv-161	123	15	bicubic	bicubic	ADJ
ispiv-161	123	16	interpolation	interpolation	NOUN
ispiv-161	123	17	method	method	NOUN
ispiv-161	123	18	.	.	PUNCT
ispiv-161	124	1	in	in	ADP
ispiv-161	124	2	particular	particular	ADJ
ispiv-161	124	3	,	,	PUNCT
ispiv-161	124	4	at	at	ADP
ispiv-161	124	5	the	the	DET
ispiv-161	124	6	bottom	bottom	ADJ
ispiv-161	124	7	right	right	NOUN
ispiv-161	124	8	,	,	PUNCT
ispiv-161	124	9	the	the	DET
ispiv-161	124	10	bicubic	bicubic	NOUN
ispiv-161	124	11	result	result	NOUN
ispiv-161	124	12	is	be	AUX
ispiv-161	124	13	worse	bad	ADJ
ispiv-161	124	14	,	,	PUNCT
ispiv-161	124	15	which	which	PRON
ispiv-161	124	16	may	may	AUX
ispiv-161	124	17	be	be	AUX
ispiv-161	124	18	caused	cause	VERB
ispiv-161	124	19	by	by	ADP
ispiv-161	124	20	the	the	DET
ispiv-161	124	21	blur	blur	NOUN
ispiv-161	124	22	and	and	CCONJ
ispiv-161	124	23	noise	noise	NOUN
ispiv-161	124	24	of	of	ADP
ispiv-161	124	25	the	the	DET
ispiv-161	124	26	downsampling	downsample	VERB
ispiv-161	124	27	operator	operator	NOUN
ispiv-161	124	28	in	in	ADP
ispiv-161	124	29	generating	generate	VERB
ispiv-161	124	30	lr	lr	NOUN
ispiv-161	124	31	particle	particle	NOUN
ispiv-161	124	32	images	image	NOUN
ispiv-161	124	33	.	.	PUNCT
ispiv-161	125	1	however	however	ADV
ispiv-161	125	2	,	,	PUNCT
ispiv-161	125	3	the	the	DET
ispiv-161	125	4	proposed	propose	VERB
ispiv-161	125	5	bmfsr	bmfsr	PROPN
ispiv-161	125	6	method	method	NOUN
ispiv-161	125	7	can	can	AUX
ispiv-161	125	8	decrease	decrease	VERB
ispiv-161	125	9	the	the	DET
ispiv-161	125	10	influence	influence	NOUN
ispiv-161	125	11	of	of	ADP
ispiv-161	125	12	blur	blur	NOUN
ispiv-161	125	13	and	and	CCONJ
ispiv-161	125	14	noise	noise	NOUN
ispiv-161	125	15	to	to	ADP
ispiv-161	125	16	some	some	DET
ispiv-161	125	17	extent	extent	NOUN
ispiv-161	125	18	.	.	PUNCT
ispiv-161	126	1	it	it	PRON
ispiv-161	126	2	can	can	AUX
ispiv-161	126	3	be	be	AUX
ispiv-161	126	4	concluded	conclude	VERB
ispiv-161	126	5	that	that	SCONJ
ispiv-161	126	6	the	the	DET
ispiv-161	126	7	proposed	propose	VERB
ispiv-161	126	8	bmfsr	bmfsr	PROPN
ispiv-161	126	9	reconstruction	reconstruction	NOUN
ispiv-161	126	10	algorithm	algorithm	NOUN
ispiv-161	126	11	is	be	AUX
ispiv-161	126	12	well	well	ADV
ispiv-161	126	13	adapted	adapt	VERB
ispiv-161	126	14	to	to	ADP
ispiv-161	126	15	sr	sr	PROPN
ispiv-161	126	16	reconstruction	reconstruction	NOUN
ispiv-161	126	17	and	and	CCONJ
ispiv-161	126	18	shows	show	VERB
ispiv-161	126	19	great	great	ADJ
ispiv-161	126	20	advantages	advantage	NOUN
ispiv-161	126	21	in	in	ADP
ispiv-161	126	22	particle	particle	NOUN
ispiv-161	126	23	image	image	NOUN
ispiv-161	126	24	reconstruction	reconstruction	NOUN
ispiv-161	126	25	and	and	CCONJ
ispiv-161	126	26	hr	hr	NOUN
ispiv-161	126	27	velocity	velocity	NOUN
ispiv-161	126	28	estimation	estimation	NOUN
ispiv-161	126	29	compared	compare	VERB
ispiv-161	126	30	to	to	ADP
ispiv-161	126	31	the	the	DET
ispiv-161	126	32	traditional	traditional	ADJ
ispiv-161	126	33	bicubic	bicubic	ADJ
ispiv-161	126	34	interpolation	interpolation	NOUN
ispiv-161	126	35	method	method	NOUN
ispiv-161	126	36	.	.	PUNCT
ispiv-161	127	1	then	then	ADV
ispiv-161	127	2	,	,	PUNCT
ispiv-161	127	3	the	the	DET
ispiv-161	127	4	overall	overall	ADJ
ispiv-161	127	5	performance	performance	NOUN
ispiv-161	127	6	of	of	ADP
ispiv-161	127	7	the	the	DET
ispiv-161	127	8	proposed	propose	VERB
ispiv-161	127	9	super	super	ADJ
ispiv-161	127	10	-	-	ADJ
ispiv-161	127	11	resolution	resolution	ADJ
ispiv-161	127	12	reconstruction	reconstruction	NOUN
ispiv-161	127	13	technology	technology	NOUN
ispiv-161	127	14	is	be	AUX
ispiv-161	127	15	verified	verify	VERB
ispiv-161	127	16	in	in	ADP
ispiv-161	127	17	a	a	DET
ispiv-161	127	18	real	real	ADJ
ispiv-161	127	19	experiment	experiment	NOUN
ispiv-161	127	20	.	.	PUNCT
ispiv-161	128	1	(	(	PUNCT
ispiv-161	128	2	a	a	X
ispiv-161	128	3	)	)	PUNCT
ispiv-161	128	4	(	(	PUNCT
ispiv-161	128	5	b	b	X
ispiv-161	128	6	)	)	PUNCT
ispiv-161	128	7	(	(	PUNCT
ispiv-161	128	8	c	c	X
ispiv-161	128	9	)	)	PUNCT
ispiv-161	128	10	figure	figure	NOUN
ispiv-161	128	11	2	2	NUM
ispiv-161	128	12	:	:	PUNCT
ispiv-161	128	13	hr	hr	NOUN
ispiv-161	128	14	particle	particle	NOUN
ispiv-161	128	15	images	image	NOUN
ispiv-161	128	16	of	of	ADP
ispiv-161	128	17	(	(	PUNCT
ispiv-161	128	18	a	a	X
ispiv-161	128	19	)	)	PUNCT
ispiv-161	128	20	the	the	DET
ispiv-161	128	21	ground	ground	NOUN
ispiv-161	128	22	truth	truth	NOUN
ispiv-161	128	23	;	;	PUNCT
ispiv-161	128	24	(	(	PUNCT
ispiv-161	128	25	b	b	X
ispiv-161	128	26	)	)	PUNCT
ispiv-161	128	27	the	the	DET
ispiv-161	128	28	traditional	traditional	ADJ
ispiv-161	128	29	bicubic	bicubic	NOUN
ispiv-161	128	30	method	method	NOUN
ispiv-161	128	31	;	;	PUNCT
ispiv-161	128	32	(	(	PUNCT
ispiv-161	128	33	c	c	X
ispiv-161	128	34	)	)	PUNCT
ispiv-161	128	35	the	the	DET
ispiv-161	128	36	proposed	propose	VERB
ispiv-161	128	37	bmfsr	bmfsr	PROPN
ispiv-161	128	38	method	method	PROPN
ispiv-161	128	39	.	.	PUNCT
ispiv-161	129	1	figure	figure	VERB
ispiv-161	129	2	3	3	NUM
ispiv-161	129	3	:	:	PUNCT
ispiv-161	129	4	results	result	NOUN
ispiv-161	129	5	of	of	ADP
ispiv-161	129	6	different	different	ADJ
ispiv-161	129	7	methods	method	NOUN
ispiv-161	129	8	on	on	ADP
ispiv-161	129	9	the	the	DET
ispiv-161	129	10	reconstructed	reconstructed	ADJ
ispiv-161	129	11	particle	particle	NOUN
ispiv-161	129	12	image	image	NOUN
ispiv-161	129	13	psnrs	psnrs	NOUN
ispiv-161	129	14	and	and	CCONJ
ispiv-161	129	15	the	the	DET
ispiv-161	129	16	estimated	estimate	VERB
ispiv-161	129	17	velocity	velocity	NOUN
ispiv-161	129	18	errors	error	NOUN
ispiv-161	129	19	.	.	PUNCT
ispiv-161	130	1	(	(	PUNCT
ispiv-161	130	2	a	a	X
ispiv-161	130	3	)	)	PUNCT
ispiv-161	130	4	(	(	PUNCT
ispiv-161	130	5	b	b	X
ispiv-161	130	6	)	)	PUNCT
ispiv-161	130	7	(	(	PUNCT
ispiv-161	130	8	c	c	X
ispiv-161	130	9	)	)	PUNCT
ispiv-161	130	10	(	(	PUNCT
ispiv-161	130	11	d	d	X
ispiv-161	130	12	)	)	PUNCT
ispiv-161	130	13	figure	figure	NOUN
ispiv-161	130	14	4	4	NUM
ispiv-161	130	15	:	:	PUNCT
ispiv-161	130	16	energy	energy	NOUN
ispiv-161	130	17	maps	map	NOUN
ispiv-161	130	18	and	and	CCONJ
ispiv-161	130	19	velocity	velocity	NOUN
ispiv-161	130	20	distributions	distribution	NOUN
ispiv-161	130	21	of	of	ADP
ispiv-161	130	22	different	different	ADJ
ispiv-161	130	23	methods	method	NOUN
ispiv-161	130	24	:	:	PUNCT
ispiv-161	130	25	(	(	PUNCT
ispiv-161	130	26	a	a	X
ispiv-161	130	27	)	)	PUNCT
ispiv-161	130	28	the	the	DET
ispiv-161	130	29	ground	ground	NOUN
ispiv-161	130	30	truth	truth	NOUN
ispiv-161	130	31	;	;	PUNCT
ispiv-161	130	32	(	(	PUNCT
ispiv-161	130	33	b	b	X
ispiv-161	130	34	)	)	PUNCT
ispiv-161	130	35	result	result	NOUN
ispiv-161	130	36	of	of	ADP
ispiv-161	130	37	dcc	dcc	PROPN
ispiv-161	130	38	;	;	PUNCT
ispiv-161	130	39	(	(	PUNCT
ispiv-161	130	40	c	c	X
ispiv-161	130	41	)	)	PUNCT
ispiv-161	130	42	result	result	NOUN
ispiv-161	130	43	of	of	ADP
ispiv-161	130	44	the	the	DET
ispiv-161	130	45	traditional	traditional	ADJ
ispiv-161	130	46	bicubic	bicubic	NOUN
ispiv-161	130	47	method	method	NOUN
ispiv-161	130	48	;	;	PUNCT
ispiv-161	130	49	(	(	PUNCT
ispiv-161	130	50	d	d	X
ispiv-161	130	51	)	)	PUNCT
ispiv-161	130	52	result	result	NOUN
ispiv-161	130	53	of	of	ADP
ispiv-161	130	54	the	the	DET
ispiv-161	130	55	proposed	propose	VERB
ispiv-161	130	56	bmfsr	bmfsr	PROPN
ispiv-161	130	57	method	method	PROPN
ispiv-161	130	58	.	.	PUNCT
ispiv-161	131	1	3.2	3.2	NUM
ispiv-161	131	2	test	test	NOUN
ispiv-161	131	3	on	on	ADP
ispiv-161	131	4	experimental	experimental	ADJ
ispiv-161	131	5	laminar	laminar	ADJ
ispiv-161	131	6	boundary	boundary	ADJ
ispiv-161	131	7	layer	layer	NOUN
ispiv-161	131	8	flow	flow	NOUN
ispiv-161	131	9	to	to	PART
ispiv-161	131	10	illustrate	illustrate	VERB
ispiv-161	131	11	the	the	DET
ispiv-161	131	12	generalization	generalization	NOUN
ispiv-161	131	13	of	of	ADP
ispiv-161	131	14	the	the	DET
ispiv-161	131	15	proposed	propose	VERB
ispiv-161	131	16	method	method	NOUN
ispiv-161	131	17	in	in	ADP
ispiv-161	131	18	the	the	DET
ispiv-161	131	19	real	real	ADJ
ispiv-161	131	20	flow	flow	NOUN
ispiv-161	131	21	field	field	NOUN
ispiv-161	131	22	,	,	PUNCT
ispiv-161	131	23	a	a	DET
ispiv-161	131	24	micro	micro	ADJ
ispiv-161	131	25	-	-	ADJ
ispiv-161	131	26	piv	piv	ADJ
ispiv-161	131	27	experiment	experiment	NOUN
ispiv-161	131	28	was	be	AUX
ispiv-161	131	29	carried	carry	VERB
ispiv-161	131	30	out	out	ADP
ispiv-161	131	31	to	to	PART
ispiv-161	131	32	acquire	acquire	VERB
ispiv-161	131	33	the	the	DET
ispiv-161	131	34	particle	particle	NOUN
ispiv-161	131	35	images	image	NOUN
ispiv-161	131	36	of	of	ADP
ispiv-161	131	37	the	the	DET
ispiv-161	131	38	laminar	laminar	ADJ
ispiv-161	131	39	boundary	boundary	ADJ
ispiv-161	131	40	layer	layer	NOUN
ispiv-161	131	41	with	with	ADP
ispiv-161	131	42	a	a	DET
ispiv-161	131	43	constant	constant	ADJ
ispiv-161	131	44	inflow	inflow	NOUN
ispiv-161	131	45	velocity	velocity	NOUN
ispiv-161	131	46	,	,	PUNCT
ispiv-161	131	47	and	and	CCONJ
ispiv-161	131	48	the	the	DET
ispiv-161	131	49	platform	platform	NOUN
ispiv-161	131	50	is	be	AUX
ispiv-161	131	51	shown	show	VERB
ispiv-161	131	52	in	in	ADP
ispiv-161	131	53	fig	fig	NOUN
ispiv-161	131	54	.	.	PUNCT
ispiv-161	132	1	5(a	5(a	NUM
ispiv-161	132	2	)	)	PUNCT
ispiv-161	132	3	.	.	PUNCT
ispiv-161	133	1	orange	orange	ADJ
ispiv-161	133	2	fluorescent	fluorescent	ADJ
ispiv-161	133	3	particles	particle	NOUN
ispiv-161	133	4	with	with	ADP
ispiv-161	133	5	a	a	DET
ispiv-161	133	6	diameter	diameter	NOUN
ispiv-161	133	7	of	of	ADP
ispiv-161	133	8	0.3	0.3	NUM
ispiv-161	133	9	µm	µm	NUM
ispiv-161	133	10	were	be	AUX
ispiv-161	133	11	dispersed	disperse	VERB
ispiv-161	133	12	in	in	ADP
ispiv-161	133	13	distilled	distil	VERB
ispiv-161	133	14	water	water	NOUN
ispiv-161	133	15	and	and	CCONJ
ispiv-161	133	16	stored	store	VERB
ispiv-161	133	17	in	in	ADP
ispiv-161	133	18	a	a	DET
ispiv-161	133	19	syringe	syringe	NOUN
ispiv-161	133	20	.	.	PUNCT
ispiv-161	134	1	then	then	ADV
ispiv-161	134	2	,	,	PUNCT
ispiv-161	134	3	an	an	DET
ispiv-161	134	4	era	era	NOUN
ispiv-161	134	5	ne-1000	ne-1000	ADJ
ispiv-161	134	6	injection	injection	NOUN
ispiv-161	134	7	pump	pump	NOUN
ispiv-161	134	8	drove	drive	VERB
ispiv-161	134	9	the	the	DET
ispiv-161	134	10	syringe	syringe	NOUN
ispiv-161	134	11	at	at	ADP
ispiv-161	134	12	79	79	NUM
ispiv-161	134	13	µm	µm	NOUN
ispiv-161	134	14	/	/	SYM
ispiv-161	134	15	s.	s.	PROPN
ispiv-161	135	1	the	the	DET
ispiv-161	135	2	flow	flow	NOUN
ispiv-161	135	3	field	field	NOUN
ispiv-161	135	4	is	be	AUX
ispiv-161	135	5	in	in	ADP
ispiv-161	135	6	a	a	DET
ispiv-161	135	7	microfluidic	microfluidic	ADJ
ispiv-161	135	8	chip	chip	NOUN
ispiv-161	135	9	,	,	PUNCT
ispiv-161	135	10	whose	whose	DET
ispiv-161	135	11	cross	cross	NOUN
ispiv-161	135	12	-	-	NOUN
ispiv-161	135	13	section	section	NOUN
ispiv-161	135	14	is	be	AUX
ispiv-161	135	15	30	30	NUM
ispiv-161	135	16	µm	µm	ADP
ispiv-161	135	17	wide	wide	ADJ
ispiv-161	135	18	×	×	NOUN
ispiv-161	135	19	28	28	NUM
ispiv-161	135	20	µm	µm	ADP
ispiv-161	135	21	deep	deep	ADJ
ispiv-161	135	22	.	.	PUNCT
ispiv-161	136	1	the	the	DET
ispiv-161	136	2	whole	whole	ADJ
ispiv-161	136	3	flow	flow	NOUN
ispiv-161	136	4	field	field	NOUN
ispiv-161	136	5	was	be	AUX
ispiv-161	136	6	illuminated	illuminate	VERB
ispiv-161	136	7	using	use	VERB
ispiv-161	136	8	fluorescent	fluorescent	ADJ
ispiv-161	136	9	light	light	NOUN
ispiv-161	136	10	(	(	PUNCT
ispiv-161	136	11	nikon	nikon	X
ispiv-161	136	12	intensilight	intensilight	X
ispiv-161	136	13	c	c	NOUN
ispiv-161	136	14	-	-	PUNCT
ispiv-161	136	15	hgfi	hgfi	NOUN
ispiv-161	136	16	)	)	PUNCT
ispiv-161	136	17	with	with	ADP
ispiv-161	136	18	a	a	DET
ispiv-161	136	19	wavelength	wavelength	NOUN
ispiv-161	136	20	of	of	ADP
ispiv-161	136	21	532	532	NUM
ispiv-161	136	22	nm	nm	NOUN
ispiv-161	136	23	,	,	PUNCT
ispiv-161	136	24	which	which	PRON
ispiv-161	136	25	was	be	AUX
ispiv-161	136	26	the	the	DET
ispiv-161	136	27	same	same	ADJ
ispiv-161	136	28	as	as	ADP
ispiv-161	136	29	the	the	DET
ispiv-161	136	30	light	light	NOUN
ispiv-161	136	31	passed	pass	VERB
ispiv-161	136	32	by	by	ADP
ispiv-161	136	33	the	the	DET
ispiv-161	136	34	filter	filter	NOUN
ispiv-161	136	35	in	in	ADP
ispiv-161	136	36	the	the	DET
ispiv-161	136	37	multi	multi	ADJ
ispiv-161	136	38	-	-	ADJ
ispiv-161	136	39	frame	frame	ADJ
ispiv-161	136	40	imaging	imaging	NOUN
ispiv-161	136	41	system	system	NOUN
ispiv-161	136	42	and	and	CCONJ
ispiv-161	136	43	imaged	image	VERB
ispiv-161	136	44	by	by	ADP
ispiv-161	136	45	a	a	DET
ispiv-161	136	46	nikon	nikon	ADJ
ispiv-161	136	47	eclipse	eclipse	NOUN
ispiv-161	136	48	ti	ti	NOUN
ispiv-161	136	49	-	-	PUNCT
ispiv-161	136	50	s	s	X
ispiv-161	136	51	inverted	inverted	ADJ
ispiv-161	136	52	fluorescent	fluorescent	ADJ
ispiv-161	136	53	microscope	microscope	NOUN
ispiv-161	136	54	with	with	ADP
ispiv-161	136	55	a	a	DET
ispiv-161	136	56	60	60	NUM
ispiv-161	136	57	×	×	NOUN
ispiv-161	136	58	magnification	magnification	NOUN
ispiv-161	136	59	lens	len	NOUN
ispiv-161	136	60	.	.	PUNCT
ispiv-161	137	1	the	the	DET
ispiv-161	137	2	field	field	NOUN
ispiv-161	137	3	is	be	AUX
ispiv-161	137	4	captured	capture	VERB
ispiv-161	137	5	using	use	VERB
ispiv-161	137	6	the	the	DET
ispiv-161	137	7	multi	multi	ADJ
ispiv-161	137	8	-	-	ADJ
ispiv-161	137	9	frame	frame	ADJ
ispiv-161	137	10	imaging	imaging	NOUN
ispiv-161	137	11	system	system	NOUN
ispiv-161	137	12	with	with	ADP
ispiv-161	137	13	an	an	DET
ispiv-161	137	14	interest	interest	NOUN
ispiv-161	137	15	region	region	NOUN
ispiv-161	137	16	of	of	ADP
ispiv-161	137	17	1,296	1,296	NUM
ispiv-161	137	18	×	×	NOUN
ispiv-161	137	19	408	408	NUM
ispiv-161	137	20	pixels	pixel	NOUN
ispiv-161	137	21	.	.	PUNCT
ispiv-161	138	1	the	the	DET
ispiv-161	138	2	flow	flow	NOUN
ispiv-161	138	3	field	field	NOUN
ispiv-161	138	4	that	that	PRON
ispiv-161	138	5	we	we	PRON
ispiv-161	138	6	set	set	VERB
ispiv-161	138	7	is	be	AUX
ispiv-161	138	8	a	a	DET
ispiv-161	138	9	laminar	laminar	ADJ
ispiv-161	138	10	flow	flow	NOUN
ispiv-161	138	11	field	field	NOUN
ispiv-161	138	12	,	,	PUNCT
ispiv-161	138	13	which	which	PRON
ispiv-161	138	14	has	have	VERB
ispiv-161	138	15	minimum	minimum	ADJ
ispiv-161	138	16	velocity	velocity	NOUN
ispiv-161	138	17	at	at	ADP
ispiv-161	138	18	the	the	DET
ispiv-161	138	19	edge	edge	NOUN
ispiv-161	138	20	of	of	ADP
ispiv-161	138	21	the	the	DET
ispiv-161	138	22	pipe	pipe	NOUN
ispiv-161	138	23	and	and	CCONJ
ispiv-161	138	24	maximum	maximum	ADJ
ispiv-161	138	25	velocity	velocity	NOUN
ispiv-161	138	26	in	in	ADP
ispiv-161	138	27	the	the	DET
ispiv-161	138	28	center	center	NOUN
ispiv-161	138	29	of	of	ADP
ispiv-161	138	30	the	the	DET
ispiv-161	138	31	pipe	pipe	NOUN
ispiv-161	138	32	.	.	PUNCT
ispiv-161	139	1	in	in	ADP
ispiv-161	139	2	the	the	DET
ispiv-161	139	3	experiment	experiment	NOUN
ispiv-161	139	4	,	,	PUNCT
ispiv-161	139	5	we	we	PRON
ispiv-161	139	6	compare	compare	VERB
ispiv-161	139	7	the	the	DET
ispiv-161	139	8	performance	performance	NOUN
ispiv-161	139	9	of	of	ADP
ispiv-161	139	10	the	the	DET
ispiv-161	139	11	traditional	traditional	ADJ
ispiv-161	139	12	bicubic	bicubic	ADJ
ispiv-161	139	13	interpolation	interpolation	NOUN
ispiv-161	139	14	reconstruction	reconstruction	NOUN
ispiv-161	139	15	method	method	NOUN
ispiv-161	139	16	and	and	CCONJ
ispiv-161	139	17	our	our	PRON
ispiv-161	139	18	proposed	propose	VERB
ispiv-161	139	19	bmfsr	bmfsr	PROPN
ispiv-161	139	20	method	method	PROPN
ispiv-161	139	21	.	.	PUNCT
ispiv-161	140	1	note	note	VERB
ispiv-161	140	2	that	that	SCONJ
ispiv-161	140	3	the	the	DET
ispiv-161	140	4	particle	particle	NOUN
ispiv-161	140	5	image	image	NOUN
ispiv-161	140	6	that	that	PRON
ispiv-161	140	7	is	be	AUX
ispiv-161	140	8	used	use	VERB
ispiv-161	140	9	to	to	PART
ispiv-161	140	10	generate	generate	VERB
ispiv-161	140	11	the	the	DET
ispiv-161	140	12	hr	hr	NOUN
ispiv-161	140	13	image	image	NOUN
ispiv-161	140	14	of	of	ADP
ispiv-161	140	15	the	the	DET
ispiv-161	140	16	bicubic	bicubic	NOUN
ispiv-161	140	17	interpolation	interpolation	NOUN
ispiv-161	140	18	method	method	NOUN
ispiv-161	140	19	is	be	AUX
ispiv-161	140	20	only	only	ADV
ispiv-161	140	21	i1	i1	PROPN
ispiv-161	140	22	t	t	PROPN
ispiv-161	140	23	;	;	PUNCT
ispiv-161	140	24	however	however	ADV
ispiv-161	140	25	,	,	PUNCT
ispiv-161	140	26	those	those	PRON
ispiv-161	140	27	of	of	ADP
ispiv-161	140	28	our	our	PRON
ispiv-161	140	29	proposed	propose	VERB
ispiv-161	140	30	bmfsr	bmfsr	NOUN
ispiv-161	140	31	are	be	AUX
ispiv-161	140	32	i1	i1	PROPN
ispiv-161	140	33	t	t	PROPN
ispiv-161	140	34	and	and	CCONJ
ispiv-161	140	35	i2	i2	PROPN
ispiv-161	140	36	t	t	PROPN
ispiv-161	140	37	.	.	PUNCT
ispiv-161	141	1	figure	figure	VERB
ispiv-161	141	2	5	5	NUM
ispiv-161	141	3	:	:	PUNCT
ispiv-161	141	4	(	(	PUNCT
ispiv-161	141	5	a	a	X
ispiv-161	141	6	):	):	PUNCT
ispiv-161	141	7	micro	micro	ADJ
ispiv-161	141	8	-	-	NOUN
ispiv-161	141	9	piv	piv	NOUN
ispiv-161	141	10	platform	platform	NOUN
ispiv-161	141	11	;	;	PUNCT
ispiv-161	141	12	(	(	PUNCT
ispiv-161	141	13	b	b	X
ispiv-161	141	14	)	)	PUNCT
ispiv-161	141	15	hr	hr	NOUN
ispiv-161	141	16	image	image	NOUN
ispiv-161	141	17	with	with	ADP
ispiv-161	141	18	bicubic	bicubic	ADJ
ispiv-161	141	19	interpolation	interpolation	NOUN
ispiv-161	141	20	;	;	PUNCT
ispiv-161	141	21	(	(	PUNCT
ispiv-161	141	22	c	c	X
ispiv-161	141	23	)	)	PUNCT
ispiv-161	141	24	hr	hr	NOUN
ispiv-161	141	25	image	image	NOUN
ispiv-161	141	26	with	with	ADP
ispiv-161	141	27	our	our	PRON
ispiv-161	141	28	proposed	propose	VERB
ispiv-161	141	29	method	method	NOUN
ispiv-161	141	30	;	;	PUNCT
ispiv-161	141	31	(	(	PUNCT
ispiv-161	141	32	d	d	X
ispiv-161	141	33	)	)	PUNCT
ispiv-161	141	34	errors	error	NOUN
ispiv-161	141	35	of	of	ADP
ispiv-161	141	36	different	different	ADJ
ispiv-161	141	37	methods	method	NOUN
ispiv-161	141	38	.	.	PUNCT
ispiv-161	142	1	lr	lr	X
ispiv-161	142	2	hr_bicubic	hr_bicubic	ADJ
ispiv-161	142	3	ours	ours	PRON
ispiv-161	142	4	boundary	boundary	ADJ
ispiv-161	142	5	layer	layer	NOUN
ispiv-161	142	6	structure	structure	NOUN
ispiv-161	142	7	:	:	PUNCT
ispiv-161	142	8	ours	ours	ADJ
ispiv-161	142	9	>	>	X
ispiv-161	142	10	hr_bicubic	hr_bicubic	NOUN
ispiv-161	142	11	>	>	X
ispiv-161	142	12	lr	lr	X
ispiv-161	142	13	none	none	NOUN
ispiv-161	142	14	fine	fine	ADV
ispiv-161	142	15	finer	fine	ADJ
ispiv-161	142	16	figure	figure	NOUN
ispiv-161	142	17	6	6	NUM
ispiv-161	142	18	:	:	PUNCT
ispiv-161	142	19	top	top	ADJ
ispiv-161	142	20	:	:	PUNCT
ispiv-161	142	21	the	the	DET
ispiv-161	142	22	energy	energy	NOUN
ispiv-161	142	23	maps	map	NOUN
ispiv-161	142	24	and	and	CCONJ
ispiv-161	142	25	velocity	velocity	NOUN
ispiv-161	142	26	distributions	distribution	NOUN
ispiv-161	142	27	of	of	ADP
ispiv-161	142	28	unsteady	unsteady	ADJ
ispiv-161	142	29	micro	micro	ADJ
ispiv-161	142	30	-	-	ADJ
ispiv-161	142	31	piv	piv	ADJ
ispiv-161	142	32	flow	flow	NOUN
ispiv-161	142	33	.	.	PUNCT
ispiv-161	143	1	down	down	ADP
ispiv-161	143	2	:	:	PUNCT
ispiv-161	143	3	a	a	DET
ispiv-161	143	4	close	close	NOUN
ispiv-161	143	5	up	up	ADP
ispiv-161	143	6	in	in	ADP
ispiv-161	143	7	the	the	DET
ispiv-161	143	8	region	region	NOUN
ispiv-161	143	9	−20	−20	VERB
ispiv-161	143	10	≤	≤	NUM
ispiv-161	144	1	y	y	PROPN
ispiv-161	144	2	≤−18	≤−18	PROPN
ispiv-161	144	3	pixels	pixel	NOUN
ispiv-161	144	4	and	and	CCONJ
ispiv-161	144	5	38	38	NUM
ispiv-161	144	6	≤	≤	NUM
ispiv-161	144	7	x	x	PUNCT
ispiv-161	144	8	≤	≤	NUM
ispiv-161	144	9	51	51	NUM
ispiv-161	144	10	pixels	pixel	NOUN
ispiv-161	144	11	.	.	PUNCT
ispiv-161	145	1	low	low	ADJ
ispiv-161	145	2	-	-	PUNCT
ispiv-161	145	3	resolution	resolution	NOUN
ispiv-161	145	4	images	image	NOUN
ispiv-161	145	5	are	be	AUX
ispiv-161	145	6	directly	directly	ADV
ispiv-161	145	7	acquired	acquire	VERB
ispiv-161	145	8	by	by	ADP
ispiv-161	145	9	the	the	DET
ispiv-161	145	10	two	two	NUM
ispiv-161	145	11	sensors	sensor	NOUN
ispiv-161	145	12	mentioned	mention	VERB
ispiv-161	145	13	above	above	ADV
ispiv-161	145	14	.	.	PUNCT
ispiv-161	146	1	the	the	DET
ispiv-161	146	2	hr	hr	NOUN
ispiv-161	146	3	particle	particle	NOUN
ispiv-161	146	4	images	image	NOUN
ispiv-161	146	5	reconstructed	reconstruct	VERB
ispiv-161	146	6	from	from	ADP
ispiv-161	146	7	the	the	DET
ispiv-161	146	8	traditional	traditional	ADJ
ispiv-161	146	9	bicubic	bicubic	NOUN
ispiv-161	146	10	interpolation	interpolation	NOUN
ispiv-161	146	11	and	and	CCONJ
ispiv-161	146	12	our	our	PRON
ispiv-161	146	13	proposed	propose	VERB
ispiv-161	146	14	method	method	NOUN
ispiv-161	146	15	are	be	AUX
ispiv-161	146	16	shown	show	VERB
ispiv-161	146	17	in	in	ADP
ispiv-161	146	18	fig.5(b	fig.5(b	NOUN
ispiv-161	146	19	)	)	PUNCT
ispiv-161	146	20	and	and	CCONJ
ispiv-161	146	21	(	(	PUNCT
ispiv-161	146	22	c	c	NOUN
ispiv-161	146	23	)	)	PUNCT
ispiv-161	146	24	,	,	PUNCT
ispiv-161	146	25	respectively	respectively	ADV
ispiv-161	146	26	.	.	PUNCT
ispiv-161	147	1	in	in	ADP
ispiv-161	147	2	comparison	comparison	NOUN
ispiv-161	147	3	,	,	PUNCT
ispiv-161	147	4	the	the	DET
ispiv-161	147	5	hr	hr	NOUN
ispiv-161	147	6	particle	particle	NOUN
ispiv-161	147	7	image	image	NOUN
ispiv-161	147	8	reconstructed	reconstruct	VERB
ispiv-161	147	9	with	with	ADP
ispiv-161	147	10	our	our	PRON
ispiv-161	147	11	method	method	NOUN
ispiv-161	147	12	is	be	AUX
ispiv-161	147	13	clearer	clear	ADJ
ispiv-161	147	14	because	because	SCONJ
ispiv-161	147	15	of	of	ADP
ispiv-161	147	16	the	the	DET
ispiv-161	147	17	blur	blur	PROPN
ispiv-161	147	18	kernel	kernel	PROPN
ispiv-161	147	19	estimation	estimation	PROPN
ispiv-161	147	20	,	,	PUNCT
ispiv-161	147	21	and	and	CCONJ
ispiv-161	147	22	the	the	DET
ispiv-161	147	23	result	result	NOUN
ispiv-161	147	24	is	be	AUX
ispiv-161	147	25	consistent	consistent	ADJ
ispiv-161	147	26	with	with	ADP
ispiv-161	147	27	the	the	DET
ispiv-161	147	28	synthetic	synthetic	ADJ
ispiv-161	147	29	experiment	experiment	NOUN
ispiv-161	147	30	above	above	ADV
ispiv-161	147	31	.	.	PUNCT
ispiv-161	148	1	the	the	DET
ispiv-161	148	2	mainstream	mainstream	ADJ
ispiv-161	148	3	velocities	velocity	NOUN
ispiv-161	148	4	measured	measure	VERB
ispiv-161	148	5	are	be	AUX
ispiv-161	148	6	approximately	approximately	ADV
ispiv-161	148	7	76.63	76.63	NUM
ispiv-161	148	8	µm	µm	NUM
ispiv-161	148	9	/	/	SYM
ispiv-161	148	10	s	s	PROPN
ispiv-161	148	11	,	,	PUNCT
ispiv-161	148	12	80.28	80.28	NUM
ispiv-161	148	13	µm	µm	NOUN
ispiv-161	148	14	/	/	SYM
ispiv-161	148	15	s	s	X
ispiv-161	148	16	and	and	CCONJ
ispiv-161	148	17	79.83	79.83	NUM
ispiv-161	148	18	µm	µm	NOUN
ispiv-161	148	19	/	/	SYM
ispiv-161	148	20	s	s	NOUN
ispiv-161	148	21	for	for	ADP
ispiv-161	148	22	ulr	ulr	NOUN
ispiv-161	148	23	,	,	PUNCT
ispiv-161	148	24	uhr	uhr	NOUN
ispiv-161	148	25	bi	bi	NOUN
ispiv-161	148	26	and	and	CCONJ
ispiv-161	148	27	uhr	uhr	PROPN
ispiv-161	148	28	ba	ba	PROPN
ispiv-161	148	29	,	,	PUNCT
ispiv-161	148	30	respectively	respectively	ADV
ispiv-161	148	31	;	;	PUNCT
ispiv-161	148	32	that	that	PRON
ispiv-161	148	33	is	is	ADV
ispiv-161	148	34	,	,	PUNCT
ispiv-161	148	35	the	the	DET
ispiv-161	148	36	errors	error	NOUN
ispiv-161	148	37	with	with	ADP
ispiv-161	148	38	the	the	DET
ispiv-161	148	39	theoretical	theoretical	ADJ
ispiv-161	148	40	velocity	velocity	NOUN
ispiv-161	148	41	are	be	AUX
ispiv-161	148	42	3.00	3.00	NUM
ispiv-161	148	43	%	%	NOUN
ispiv-161	148	44	,	,	PUNCT
ispiv-161	148	45	1.62	1.62	NUM
ispiv-161	148	46	%	%	NOUN
ispiv-161	148	47	and	and	CCONJ
ispiv-161	148	48	1.05	1.05	NUM
ispiv-161	148	49	%	%	NOUN
ispiv-161	148	50	,	,	PUNCT
ispiv-161	148	51	as	as	SCONJ
ispiv-161	148	52	shown	show	VERB
ispiv-161	148	53	in	in	ADP
ispiv-161	148	54	fig.5(d	fig.5(d	PROPN
ispiv-161	148	55	)	)	PUNCT
ispiv-161	148	56	.	.	PUNCT
ispiv-161	149	1	additionally	additionally	ADV
ispiv-161	149	2	,	,	PUNCT
ispiv-161	149	3	as	as	SCONJ
ispiv-161	149	4	shown	show	VERB
ispiv-161	149	5	in	in	ADP
ispiv-161	149	6	fig.5(d	fig.5(d	PROPN
ispiv-161	149	7	)	)	PUNCT
ispiv-161	149	8	,	,	PUNCT
ispiv-161	149	9	the	the	DET
ispiv-161	149	10	proposed	propose	VERB
ispiv-161	149	11	method	method	NOUN
ispiv-161	149	12	obtains	obtain	VERB
ispiv-161	149	13	the	the	DET
ispiv-161	149	14	lowest	low	ADJ
ispiv-161	149	15	rmse	rmse	NOUN
ispiv-161	149	16	of	of	ADP
ispiv-161	149	17	the	the	DET
ispiv-161	149	18	vertical	vertical	ADJ
ispiv-161	149	19	component	component	NOUN
ispiv-161	149	20	,	,	PUNCT
ispiv-161	149	21	which	which	PRON
ispiv-161	149	22	is	be	AUX
ispiv-161	149	23	0.0832	0.0832	NUM
ispiv-161	149	24	.	.	PUNCT
ispiv-161	149	25	to	to	PART
ispiv-161	149	26	further	far	ADV
ispiv-161	149	27	verify	verify	VERB
ispiv-161	149	28	the	the	DET
ispiv-161	149	29	performance	performance	NOUN
ispiv-161	149	30	of	of	ADP
ispiv-161	149	31	our	our	PRON
ispiv-161	149	32	method	method	NOUN
ispiv-161	149	33	,	,	PUNCT
ispiv-161	149	34	we	we	PRON
ispiv-161	149	35	compare	compare	VERB
ispiv-161	149	36	the	the	DET
ispiv-161	149	37	energy	energy	NOUN
ispiv-161	149	38	maps	map	NOUN
ispiv-161	149	39	and	and	CCONJ
ispiv-161	149	40	velocity	velocity	NOUN
ispiv-161	149	41	distributions	distribution	NOUN
ispiv-161	149	42	of	of	ADP
ispiv-161	149	43	three	three	NUM
ispiv-161	149	44	different	different	ADJ
ispiv-161	149	45	methods	method	NOUN
ispiv-161	149	46	:	:	PUNCT
ispiv-161	149	47	lr	lr	PROPN
ispiv-161	149	48	ulr	ulr	PROPN
ispiv-161	149	49	,	,	PUNCT
ispiv-161	149	50	hr	hr	NOUN
ispiv-161	149	51	with	with	ADP
ispiv-161	149	52	bicubic	bicubic	ADJ
ispiv-161	149	53	reconstruction	reconstruction	NOUN
ispiv-161	149	54	uhr	uhr	NOUN
ispiv-161	149	55	bi	bi	NOUN
ispiv-161	149	56	and	and	CCONJ
ispiv-161	149	57	ours	ours	PRON
ispiv-161	149	58	uhr	uhr	PROPN
ispiv-161	149	59	ba	ba	PROPN
ispiv-161	149	60	in	in	ADP
ispiv-161	149	61	fig.6	fig.6	PROPN
ispiv-161	149	62	-	-	PUNCT
ispiv-161	149	63	top	top	NOUN
ispiv-161	149	64	.	.	PUNCT
ispiv-161	150	1	fig.6	fig.6	VERB
ispiv-161	150	2	-	-	PUNCT
ispiv-161	150	3	down	down	NOUN
ispiv-161	150	4	shows	show	VERB
ispiv-161	150	5	the	the	DET
ispiv-161	150	6	close	close	NOUN
ispiv-161	150	7	up	up	ADP
ispiv-161	150	8	of	of	ADP
ispiv-161	150	9	these	these	DET
ispiv-161	150	10	three	three	NUM
ispiv-161	150	11	velocity	velocity	NOUN
ispiv-161	150	12	distributions	distribution	NOUN
ispiv-161	150	13	in	in	ADP
ispiv-161	150	14	the	the	DET
ispiv-161	150	15	region	region	NOUN
ispiv-161	150	16	−20	−20	VERB
ispiv-161	150	17	≤	≤	NUM
ispiv-161	150	18	y	y	PROPN
ispiv-161	150	19	≤	≤	NOUN
ispiv-161	151	1	−18	−18	NUM
ispiv-161	151	2	pixels	pixel	NOUN
ispiv-161	151	3	and	and	CCONJ
ispiv-161	151	4	38	38	NUM
ispiv-161	151	5	≤	≤	NUM
ispiv-161	151	6	x	x	PUNCT
ispiv-161	151	7	≤	≤	NUM
ispiv-161	151	8	51	51	NUM
ispiv-161	151	9	pixels	pixel	NOUN
ispiv-161	151	10	.	.	PUNCT
ispiv-161	152	1	the	the	DET
ispiv-161	152	2	upsampling	upsampling	ADJ
ispiv-161	152	3	scale	scale	NOUN
ispiv-161	152	4	factor	factor	NOUN
ispiv-161	152	5	of	of	ADP
ispiv-161	152	6	reconstruction	reconstruction	NOUN
ispiv-161	152	7	here	here	ADV
ispiv-161	152	8	is	be	AUX
ispiv-161	152	9	4	4	NUM
ispiv-161	152	10	.	.	PUNCT
ispiv-161	153	1	the	the	DET
ispiv-161	153	2	sampling	sample	VERB
ispiv-161	153	3	rate	rate	NOUN
ispiv-161	153	4	in	in	ADP
ispiv-161	153	5	the	the	DET
ispiv-161	153	6	horizontal	horizontal	ADJ
ispiv-161	153	7	direction	direction	NOUN
ispiv-161	153	8	of	of	ADP
ispiv-161	153	9	uhr	uhr	PROPN
ispiv-161	153	10	bi	bi	NOUN
ispiv-161	153	11	and	and	CCONJ
ispiv-161	153	12	uhr	uhr	PROPN
ispiv-161	153	13	ba	ba	PROPN
ispiv-161	153	14	is	be	AUX
ispiv-161	153	15	4	4	NUM
ispiv-161	153	16	.	.	PUNCT
ispiv-161	154	1	we	we	PRON
ispiv-161	154	2	can	can	AUX
ispiv-161	154	3	observe	observe	VERB
ispiv-161	154	4	that	that	SCONJ
ispiv-161	154	5	the	the	DET
ispiv-161	154	6	distribution	distribution	NOUN
ispiv-161	154	7	of	of	ADP
ispiv-161	154	8	uhr	uhr	PROPN
ispiv-161	154	9	ba	ba	PROPN
ispiv-161	154	10	is	be	AUX
ispiv-161	154	11	finer	fine	ADJ
ispiv-161	154	12	at	at	ADP
ispiv-161	154	13	the	the	DET
ispiv-161	154	14	boundary	boundary	NOUN
ispiv-161	154	15	.	.	PUNCT
ispiv-161	155	1	therefore	therefore	ADV
ispiv-161	155	2	,	,	PUNCT
ispiv-161	155	3	it	it	PRON
ispiv-161	155	4	can	can	AUX
ispiv-161	155	5	be	be	AUX
ispiv-161	155	6	concluded	conclude	VERB
ispiv-161	155	7	that	that	SCONJ
ispiv-161	155	8	the	the	DET
ispiv-161	155	9	proposed	propose	VERB
ispiv-161	155	10	technology	technology	NOUN
ispiv-161	155	11	performs	perform	VERB
ispiv-161	155	12	better	well	ADV
ispiv-161	155	13	in	in	ADP
ispiv-161	155	14	sr	sr	PROPN
ispiv-161	155	15	reconstruction	reconstruction	NOUN
ispiv-161	155	16	.	.	PUNCT
ispiv-161	156	1	4	4	NUM
ispiv-161	156	2	conclusion	conclusion	NOUN
ispiv-161	156	3	in	in	ADP
ispiv-161	156	4	this	this	DET
ispiv-161	156	5	paper	paper	NOUN
ispiv-161	156	6	,	,	PUNCT
ispiv-161	156	7	we	we	PRON
ispiv-161	156	8	propose	propose	VERB
ispiv-161	156	9	a	a	DET
ispiv-161	156	10	novel	novel	ADJ
ispiv-161	156	11	super	super	NOUN
ispiv-161	156	12	-	-	NOUN
ispiv-161	156	13	resolution	resolution	NOUN
ispiv-161	156	14	(	(	PUNCT
ispiv-161	156	15	sr	sr	PROPN
ispiv-161	156	16	)	)	PUNCT
ispiv-161	156	17	reconstruction	reconstruction	NOUN
ispiv-161	156	18	technology	technology	NOUN
ispiv-161	156	19	for	for	ADP
ispiv-161	156	20	particle	particle	NOUN
ispiv-161	156	21	image	image	NOUN
ispiv-161	156	22	velocimetry	velocimetry	NOUN
ispiv-161	156	23	from	from	ADP
ispiv-161	156	24	the	the	DET
ispiv-161	156	25	perspective	perspective	NOUN
ispiv-161	156	26	of	of	ADP
ispiv-161	156	27	sr	sr	PROPN
ispiv-161	156	28	particle	particle	NOUN
ispiv-161	156	29	image	image	NOUN
ispiv-161	156	30	reconstruction	reconstruction	NOUN
ispiv-161	156	31	using	use	VERB
ispiv-161	156	32	multi	multi	ADJ
ispiv-161	156	33	-	-	ADJ
ispiv-161	156	34	frame	frame	ADJ
ispiv-161	156	35	displacement	displacement	ADJ
ispiv-161	156	36	information	information	NOUN
ispiv-161	156	37	.	.	PUNCT
ispiv-161	157	1	this	this	DET
ispiv-161	157	2	technology	technology	NOUN
ispiv-161	157	3	consists	consist	VERB
ispiv-161	157	4	of	of	ADP
ispiv-161	157	5	two	two	NUM
ispiv-161	157	6	parts	part	NOUN
ispiv-161	157	7	:	:	PUNCT
ispiv-161	157	8	a	a	DET
ispiv-161	157	9	multi	multi	ADJ
ispiv-161	157	10	-	-	ADJ
ispiv-161	157	11	frame	frame	ADJ
ispiv-161	157	12	imaging	imaging	NOUN
ispiv-161	157	13	system	system	NOUN
ispiv-161	157	14	and	and	CCONJ
ispiv-161	157	15	a	a	DET
ispiv-161	157	16	bayesian	bayesian	NOUN
ispiv-161	157	17	-	-	PUNCT
ispiv-161	157	18	based	base	VERB
ispiv-161	157	19	multiframe	multiframe	PROPN
ispiv-161	157	20	sr	sr	PROPN
ispiv-161	157	21	(	(	PUNCT
ispiv-161	157	22	bmfsr	bmfsr	PROPN
ispiv-161	157	23	)	)	PUNCT
ispiv-161	157	24	reconstruction	reconstruction	NOUN
ispiv-161	157	25	algorithm	algorithm	NOUN
ispiv-161	157	26	.	.	PUNCT
ispiv-161	158	1	first	first	ADV
ispiv-161	158	2	,	,	PUNCT
ispiv-161	158	3	two	two	NUM
ispiv-161	158	4	correlated	correlate	VERB
ispiv-161	158	5	particle	particle	NOUN
ispiv-161	158	6	images	image	NOUN
ispiv-161	158	7	are	be	AUX
ispiv-161	158	8	collected	collect	VERB
ispiv-161	158	9	by	by	ADP
ispiv-161	158	10	the	the	DET
ispiv-161	158	11	multi	multi	ADJ
ispiv-161	158	12	-	-	ADJ
ispiv-161	158	13	frame	frame	ADJ
ispiv-161	158	14	imaging	imaging	NOUN
ispiv-161	158	15	system	system	NOUN
ispiv-161	158	16	at	at	ADP
ispiv-161	158	17	the	the	DET
ispiv-161	158	18	same	same	ADJ
ispiv-161	158	19	time	time	NOUN
ispiv-161	158	20	with	with	ADP
ispiv-161	158	21	a	a	DET
ispiv-161	158	22	constant	constant	ADJ
ispiv-161	158	23	displacement	displacement	NOUN
ispiv-161	158	24	.	.	PUNCT
ispiv-161	159	1	subsequently	subsequently	ADV
ispiv-161	159	2	,	,	PUNCT
ispiv-161	159	3	these	these	DET
ispiv-161	159	4	two	two	NUM
ispiv-161	159	5	images	image	NOUN
ispiv-161	159	6	are	be	AUX
ispiv-161	159	7	utilized	utilize	VERB
ispiv-161	159	8	to	to	PART
ispiv-161	159	9	generate	generate	VERB
ispiv-161	159	10	an	an	DET
ispiv-161	159	11	hr	hr	NOUN
ispiv-161	159	12	image	image	NOUN
ispiv-161	159	13	with	with	ADP
ispiv-161	159	14	the	the	DET
ispiv-161	159	15	proposed	propose	VERB
ispiv-161	159	16	bmfsr	bmfsr	PROPN
ispiv-161	159	17	method	method	PROPN
ispiv-161	159	18	.	.	PUNCT
ispiv-161	160	1	this	this	PRON
ispiv-161	160	2	proposed	propose	VERB
ispiv-161	160	3	sr	sr	PROPN
ispiv-161	160	4	reconstruction	reconstruction	NOUN
ispiv-161	160	5	technology	technology	NOUN
ispiv-161	160	6	has	have	AUX
ispiv-161	160	7	been	be	AUX
ispiv-161	160	8	assessed	assess	VERB
ispiv-161	160	9	by	by	ADP
ispiv-161	160	10	many	many	ADJ
ispiv-161	160	11	experiments	experiment	NOUN
ispiv-161	160	12	.	.	PUNCT
ispiv-161	161	1	first	first	ADV
ispiv-161	161	2	,	,	PUNCT
ispiv-161	161	3	a	a	DET
ispiv-161	161	4	synthetic	synthetic	ADJ
ispiv-161	161	5	vortex	vortex	NOUN
ispiv-161	161	6	flow	flow	NOUN
ispiv-161	161	7	is	be	AUX
ispiv-161	161	8	used	use	VERB
ispiv-161	161	9	as	as	ADP
ispiv-161	161	10	the	the	DET
ispiv-161	161	11	benchmark	benchmark	NOUN
ispiv-161	161	12	to	to	PART
ispiv-161	161	13	evaluate	evaluate	VERB
ispiv-161	161	14	the	the	DET
ispiv-161	161	15	performance	performance	NOUN
ispiv-161	161	16	of	of	ADP
ispiv-161	161	17	the	the	DET
ispiv-161	161	18	proposed	propose	VERB
ispiv-161	161	19	bmfsr	bmfsr	PROPN
ispiv-161	161	20	algorithm	algorithm	PROPN
ispiv-161	161	21	.	.	PUNCT
ispiv-161	162	1	the	the	DET
ispiv-161	162	2	results	result	NOUN
ispiv-161	162	3	show	show	VERB
ispiv-161	162	4	that	that	SCONJ
ispiv-161	162	5	the	the	DET
ispiv-161	162	6	proposed	propose	VERB
ispiv-161	162	7	method	method	NOUN
ispiv-161	162	8	can	can	AUX
ispiv-161	162	9	provide	provide	VERB
ispiv-161	162	10	accurate	accurate	ADJ
ispiv-161	162	11	reconstruction	reconstruction	NOUN
ispiv-161	162	12	results	result	NOUN
ispiv-161	162	13	.	.	PUNCT
ispiv-161	163	1	compared	compare	VERB
ispiv-161	163	2	to	to	ADP
ispiv-161	163	3	the	the	DET
ispiv-161	163	4	traditional	traditional	ADJ
ispiv-161	163	5	bicubic	bicubic	ADJ
ispiv-161	163	6	interpolation	interpolation	NOUN
ispiv-161	163	7	method	method	NOUN
ispiv-161	163	8	,	,	PUNCT
ispiv-161	163	9	it	it	PRON
ispiv-161	163	10	also	also	ADV
ispiv-161	163	11	shows	show	VERB
ispiv-161	163	12	a	a	DET
ispiv-161	163	13	great	great	ADJ
ispiv-161	163	14	advantage	advantage	NOUN
ispiv-161	163	15	in	in	ADP
ispiv-161	163	16	terms	term	NOUN
ispiv-161	163	17	of	of	ADP
ispiv-161	163	18	the	the	DET
ispiv-161	163	19	quality	quality	NOUN
ispiv-161	163	20	of	of	ADP
ispiv-161	163	21	the	the	DET
ispiv-161	163	22	reconstructed	reconstruct	VERB
ispiv-161	163	23	particle	particle	NOUN
ispiv-161	163	24	image	image	NOUN
ispiv-161	163	25	or	or	CCONJ
ispiv-161	163	26	the	the	DET
ispiv-161	163	27	estimated	estimate	VERB
ispiv-161	163	28	highresolution	highresolution	NOUN
ispiv-161	163	29	(	(	PUNCT
ispiv-161	163	30	hr	hr	NOUN
ispiv-161	163	31	)	)	PUNCT
ispiv-161	163	32	velocity	velocity	NOUN
ispiv-161	163	33	.	.	PUNCT
ispiv-161	164	1	the	the	DET
ispiv-161	164	2	overall	overall	ADJ
ispiv-161	164	3	performance	performance	NOUN
ispiv-161	164	4	of	of	ADP
ispiv-161	164	5	the	the	DET
ispiv-161	164	6	proposed	propose	VERB
ispiv-161	164	7	sr	sr	PROPN
ispiv-161	164	8	reconstruction	reconstruction	NOUN
ispiv-161	164	9	technology	technology	NOUN
ispiv-161	164	10	is	be	AUX
ispiv-161	164	11	verified	verify	VERB
ispiv-161	164	12	with	with	ADP
ispiv-161	164	13	an	an	DET
ispiv-161	164	14	experimental	experimental	ADJ
ispiv-161	164	15	laminar	laminar	ADJ
ispiv-161	164	16	boundary	boundary	ADJ
ispiv-161	164	17	layer	layer	NOUN
ispiv-161	164	18	flow	flow	NOUN
ispiv-161	164	19	.	.	PUNCT
ispiv-161	165	1	the	the	DET
ispiv-161	165	2	results	result	NOUN
ispiv-161	165	3	show	show	VERB
ispiv-161	165	4	that	that	SCONJ
ispiv-161	165	5	the	the	DET
ispiv-161	165	6	l1	l1	PROPN
ispiv-161	165	7	error	error	NOUN
ispiv-161	165	8	for	for	ADP
ispiv-161	165	9	the	the	DET
ispiv-161	165	10	mainstream	mainstream	NOUN
ispiv-161	165	11	velocity	velocity	NOUN
ispiv-161	165	12	and	and	CCONJ
ispiv-161	165	13	the	the	DET
ispiv-161	165	14	rmse	rmse	NOUN
ispiv-161	165	15	of	of	ADP
ispiv-161	165	16	the	the	DET
ispiv-161	165	17	vertical	vertical	ADJ
ispiv-161	165	18	component	component	NOUN
ispiv-161	165	19	of	of	ADP
ispiv-161	165	20	ours	our	NOUN
ispiv-161	165	21	are	be	AUX
ispiv-161	165	22	both	both	CCONJ
ispiv-161	165	23	the	the	DET
ispiv-161	165	24	lowest	low	ADJ
ispiv-161	165	25	.	.	PUNCT
ispiv-161	166	1	in	in	ADP
ispiv-161	166	2	addition	addition	NOUN
ispiv-161	166	3	,	,	PUNCT
ispiv-161	166	4	the	the	DET
ispiv-161	166	5	estimated	estimate	VERB
ispiv-161	166	6	flow	flow	NOUN
ispiv-161	166	7	structure	structure	NOUN
ispiv-161	166	8	of	of	ADP
ispiv-161	166	9	the	the	DET
ispiv-161	166	10	laminar	laminar	ADJ
ispiv-161	166	11	boundary	boundary	ADJ
ispiv-161	166	12	layer	layer	NOUN
ispiv-161	166	13	of	of	ADP
ispiv-161	166	14	our	our	PRON
ispiv-161	166	15	proposed	propose	VERB
ispiv-161	166	16	technology	technology	NOUN
ispiv-161	166	17	is	be	AUX
ispiv-161	166	18	also	also	ADV
ispiv-161	166	19	the	the	DET
ispiv-161	166	20	finest	fine	ADJ
ispiv-161	166	21	.	.	PUNCT
ispiv-161	167	1	acknowledgements	acknowledgement	NOUN
ispiv-161	167	2	this	this	DET
ispiv-161	167	3	work	work	NOUN
ispiv-161	167	4	was	be	AUX
ispiv-161	167	5	supported	support	VERB
ispiv-161	167	6	by	by	ADP
ispiv-161	167	7	the	the	DET
ispiv-161	167	8	national	national	ADJ
ispiv-161	167	9	natural	natural	PROPN
ispiv-161	167	10	science	science	PROPN
ispiv-161	167	11	foundation	foundation	PROPN
ispiv-161	167	12	of	of	ADP
ispiv-161	167	13	china	china	PROPN
ispiv-161	167	14	(	(	PUNCT
ispiv-161	167	15	grant	grant	VERB
ispiv-161	167	16	no	no	INTJ
ispiv-161	167	17	.	.	NOUN
ispiv-161	167	18	51875228	51875228	NUM
ispiv-161	167	19	)	)	PUNCT
ispiv-161	167	20	and	and	CCONJ
ispiv-161	167	21	the	the	DET
ispiv-161	167	22	national	national	ADJ
ispiv-161	167	23	key	key	ADJ
ispiv-161	167	24	r&d	r&d	NOUN
ispiv-161	167	25	program	program	NOUN
ispiv-161	167	26	of	of	ADP
ispiv-161	167	27	china	china	PROPN
ispiv-161	167	28	(	(	PUNCT
ispiv-161	167	29	grant	grant	VERB
ispiv-161	167	30	no	no	NOUN
ispiv-161	167	31	.	.	NOUN
ispiv-161	167	32	2020yfa0405700	2020yfa0405700	NUM
ispiv-161	167	33	)	)	PUNCT
ispiv-161	167	34	.	.	PUNCT
ispiv-161	168	1	references	reference	NOUN
ispiv-161	168	2	alfonsi	alfonsi	VERB
ispiv-161	168	3	g	g	PROPN
ispiv-161	168	4	,	,	PUNCT
ispiv-161	168	5	lauria	lauria	PROPN
ispiv-161	168	6	a	a	NOUN
ispiv-161	168	7	,	,	PUNCT
ispiv-161	168	8	and	and	CCONJ
ispiv-161	168	9	primavera	primavera	PROPN
ispiv-161	168	10	l	l	PROPN
ispiv-161	168	11	(	(	PUNCT
ispiv-161	168	12	2013	2013	NUM
ispiv-161	168	13	)	)	PUNCT
ispiv-161	168	14	proper	proper	ADJ
ispiv-161	168	15	orthogonal	orthogonal	ADJ
ispiv-161	168	16	flow	flow	NOUN
ispiv-161	168	17	modes	mode	NOUN
ispiv-161	168	18	in	in	ADP
ispiv-161	168	19	the	the	DET
ispiv-161	168	20	viscous	viscous	ADJ
ispiv-161	168	21	-	-	PUNCT
ispiv-161	168	22	fluid	fluid	NOUN
ispiv-161	168	23	wavediffraction	wavediffraction	NOUN
ispiv-161	168	24	case	case	NOUN
ispiv-161	168	25	.	.	PUNCT
ispiv-161	169	1	journal	journal	NOUN
ispiv-161	169	2	of	of	ADP
ispiv-161	169	3	flow	flow	NOUN
ispiv-161	169	4	visualization	visualization	NOUN
ispiv-161	169	5	and	and	CCONJ
ispiv-161	169	6	image	image	NOUN
ispiv-161	169	7	processing	process	VERB
ispiv-161	169	8	20:227–241	20:227–241	PROPN
ispiv-161	169	9	brunton	brunton	PROPN
ispiv-161	169	10	sl	sl	PROPN
ispiv-161	169	11	,	,	PUNCT
ispiv-161	169	12	noack	noack	VERB
ispiv-161	169	13	br	br	NOUN
ispiv-161	169	14	,	,	PUNCT
ispiv-161	169	15	and	and	CCONJ
ispiv-161	169	16	koumoutsakos	koumoutsako	VERB
ispiv-161	169	17	p	p	X
ispiv-161	169	18	(	(	PUNCT
ispiv-161	169	19	2020	2020	NUM
ispiv-161	169	20	)	)	PUNCT
ispiv-161	169	21	machine	machine	NOUN
ispiv-161	169	22	learning	learning	NOUN
ispiv-161	169	23	for	for	ADP
ispiv-161	169	24	fluid	fluid	ADJ
ispiv-161	169	25	mechanics	mechanic	NOUN
ispiv-161	169	26	.	.	PUNCT
ispiv-161	170	1	annual	annual	ADJ
ispiv-161	170	2	review	review	NOUN
ispiv-161	170	3	of	of	ADP
ispiv-161	170	4	fluid	fluid	ADJ
ispiv-161	170	5	mechanics	mechanic	NOUN
ispiv-161	170	6	52:477–508	52:477–508	NUM
ispiv-161	170	7	carlier	carlier	NOUN
ispiv-161	170	8	j	j	NOUN
ispiv-161	170	9	and	and	CCONJ
ispiv-161	170	10	wieneke	wieneke	PROPN
ispiv-161	170	11	b	b	PROPN
ispiv-161	170	12	(	(	PUNCT
ispiv-161	170	13	2005	2005	NUM
ispiv-161	170	14	)	)	PUNCT
ispiv-161	170	15	report	report	NOUN
ispiv-161	170	16	1	1	NUM
ispiv-161	170	17	on	on	ADP
ispiv-161	170	18	production	production	NOUN
ispiv-161	170	19	and	and	CCONJ
ispiv-161	170	20	diffusion	diffusion	NOUN
ispiv-161	170	21	of	of	ADP
ispiv-161	170	22	fluid	fluid	ADJ
ispiv-161	170	23	mechanics	mechanic	NOUN
ispiv-161	170	24	images	image	NOUN
ispiv-161	170	25	and	and	CCONJ
ispiv-161	170	26	data	datum	NOUN
ispiv-161	170	27	.	.	PUNCT
ispiv-161	171	1	fluid	fluid	ADJ
ispiv-161	171	2	project	project	NOUN
ispiv-161	171	3	deliverable	deliverable	VERB
ispiv-161	171	4	1.2	1.2	NUM
ispiv-161	171	5	.	.	PUNCT
ispiv-161	172	1	european	european	ADJ
ispiv-161	172	2	project	project	NOUN
ispiv-161	172	3	“	"	PUNCT
ispiv-161	172	4	fluid	fluid	ADJ
ispiv-161	172	5	image	image	NOUN
ispiv-161	172	6	analysis	analysis	NOUN
ispiv-161	172	7	and	and	CCONJ
ispiv-161	172	8	description	description	NOUN
ispiv-161	172	9	”	"	PUNCT
ispiv-161	172	10	(	(	PUNCT
ispiv-161	172	11	fluid	fluid	NOUN
ispiv-161	172	12	)	)	PUNCT
ispiv-161	172	13	.	.	PUNCT
ispiv-161	173	1	http://www.fluid.irisa.fr	http://www.fluid.irisa.fr	PROPN
ispiv-161	173	2	deng	deng	PROPN
ispiv-161	173	3	z	z	PROPN
ispiv-161	173	4	,	,	PUNCT
ispiv-161	173	5	he	he	PRON
ispiv-161	173	6	c	c	VERB
ispiv-161	173	7	,	,	PUNCT
ispiv-161	173	8	liu	liu	PROPN
ispiv-161	173	9	y	y	PROPN
ispiv-161	173	10	,	,	PUNCT
ispiv-161	173	11	and	and	CCONJ
ispiv-161	173	12	kim	kim	PROPN
ispiv-161	173	13	kc	kc	PROPN
ispiv-161	173	14	(	(	PUNCT
ispiv-161	173	15	2019	2019	NUM
ispiv-161	173	16	)	)	PUNCT
ispiv-161	173	17	super	super	ADJ
ispiv-161	173	18	-	-	ADJ
ispiv-161	173	19	resolution	resolution	ADJ
ispiv-161	173	20	reconstruction	reconstruction	NOUN
ispiv-161	173	21	of	of	ADP
ispiv-161	173	22	turbulent	turbulent	ADJ
ispiv-161	173	23	velocity	velocity	NOUN
ispiv-161	173	24	fields	field	NOUN
ispiv-161	173	25	using	use	VERB
ispiv-161	173	26	a	a	DET
ispiv-161	173	27	generative	generative	ADJ
ispiv-161	173	28	adversarial	adversarial	ADJ
ispiv-161	173	29	network	network	NOUN
ispiv-161	173	30	-	-	PUNCT
ispiv-161	173	31	based	base	VERB
ispiv-161	173	32	artificial	artificial	ADJ
ispiv-161	173	33	intelligence	intelligence	NOUN
ispiv-161	173	34	framework	framework	NOUN
ispiv-161	173	35	.	.	PUNCT
ispiv-161	174	1	physics	physics	NOUN
ispiv-161	174	2	of	of	ADP
ispiv-161	174	3	fluids	fluid	NOUN
ispiv-161	174	4	31:125111	31:125111	NUM
ispiv-161	174	5	drulea	drulea	NOUN
ispiv-161	174	6	m	m	VERB
ispiv-161	174	7	and	and	CCONJ
ispiv-161	174	8	nedevschi	nedevschi	PROPN
ispiv-161	174	9	s	s	X
ispiv-161	174	10	(	(	PUNCT
ispiv-161	174	11	2011	2011	NUM
ispiv-161	174	12	)	)	PUNCT
ispiv-161	174	13	total	total	ADJ
ispiv-161	174	14	variation	variation	NOUN
ispiv-161	174	15	regularization	regularization	NOUN
ispiv-161	174	16	of	of	ADP
ispiv-161	174	17	local	local	ADJ
ispiv-161	174	18	-	-	PUNCT
ispiv-161	174	19	global	global	ADJ
ispiv-161	174	20	optical	optical	ADJ
ispiv-161	174	21	flow	flow	NOUN
ispiv-161	174	22	.	.	PUNCT
ispiv-161	175	1	in	in	ADP
ispiv-161	175	2	proceedings	proceeding	NOUN
ispiv-161	175	3	of	of	ADP
ispiv-161	175	4	the	the	DET
ispiv-161	175	5	14th	14th	ADJ
ispiv-161	175	6	international	international	ADJ
ispiv-161	175	7	ieee	ieee	NOUN
ispiv-161	175	8	conference	conference	NOUN
ispiv-161	175	9	on	on	ADP
ispiv-161	175	10	intelligent	intelligent	ADJ
ispiv-161	175	11	transportation	transportation	NOUN
ispiv-161	175	12	systems	system	NOUN
ispiv-161	175	13	,	,	PUNCT
ispiv-161	175	14	washington	washington	PROPN
ispiv-161	175	15	,	,	PUNCT
ispiv-161	175	16	dc	dc	PROPN
ispiv-161	175	17	,	,	PUNCT
ispiv-161	175	18	usa	usa	PROPN
ispiv-161	175	19	,	,	PUNCT
ispiv-161	175	20	october	october	PROPN
ispiv-161	175	21	5	5	NUM
ispiv-161	175	22	-	-	SYM
ispiv-161	175	23	7	7	NUM
ispiv-161	175	24	dwivedi	dwivedi	PROPN
ispiv-161	175	25	v	v	NOUN
ispiv-161	175	26	,	,	PUNCT
ispiv-161	175	27	parashar	parashar	PROPN
ispiv-161	175	28	n	n	CCONJ
ispiv-161	175	29	,	,	PUNCT
ispiv-161	175	30	and	and	CCONJ
ispiv-161	175	31	srinivasan	srinivasan	PROPN
ispiv-161	175	32	b	b	PROPN
ispiv-161	175	33	(	(	PUNCT
ispiv-161	175	34	2021	2021	NUM
ispiv-161	175	35	)	)	PUNCT
ispiv-161	175	36	distributed	distribute	VERB
ispiv-161	175	37	learning	learn	VERB
ispiv-161	175	38	machines	machine	NOUN
ispiv-161	175	39	for	for	ADP
ispiv-161	175	40	solving	solve	VERB
ispiv-161	175	41	forward	forward	ADV
ispiv-161	175	42	and	and	CCONJ
ispiv-161	175	43	inverse	inverse	NOUN
ispiv-161	175	44	problems	problem	NOUN
ispiv-161	175	45	in	in	ADP
ispiv-161	175	46	partial	partial	ADJ
ispiv-161	175	47	differential	differential	ADJ
ispiv-161	175	48	equations	equation	NOUN
ispiv-161	175	49	.	.	PUNCT
ispiv-161	176	1	neurocomputing	neurocompute	VERB
ispiv-161	176	2	420:299–316	420:299–316	NUM
ispiv-161	176	3	fukami	fukami	NOUN
ispiv-161	176	4	k	k	PROPN
ispiv-161	176	5	,	,	PUNCT
ispiv-161	176	6	fukagata	fukagata	PROPN
ispiv-161	176	7	k	k	NOUN
ispiv-161	176	8	,	,	PUNCT
ispiv-161	176	9	and	and	CCONJ
ispiv-161	176	10	taira	taira	PROPN
ispiv-161	176	11	k	k	PROPN
ispiv-161	176	12	(	(	PUNCT
ispiv-161	176	13	2019a	2019a	NUM
ispiv-161	176	14	)	)	PUNCT
ispiv-161	176	15	super	super	ADJ
ispiv-161	176	16	-	-	ADJ
ispiv-161	176	17	resolution	resolution	ADJ
ispiv-161	176	18	analysis	analysis	NOUN
ispiv-161	176	19	with	with	ADP
ispiv-161	176	20	machine	machine	NOUN
ispiv-161	176	21	learning	learning	NOUN
ispiv-161	176	22	for	for	ADP
ispiv-161	176	23	lowresolution	lowresolution	NOUN
ispiv-161	176	24	flow	flow	NOUN
ispiv-161	176	25	data	datum	NOUN
ispiv-161	176	26	.	.	PUNCT
ispiv-161	177	1	in	in	ADP
ispiv-161	177	2	11th	11th	ADJ
ispiv-161	177	3	international	international	ADJ
ispiv-161	177	4	symposium	symposium	NOUN
ispiv-161	177	5	on	on	ADP
ispiv-161	177	6	turbulence	turbulence	NOUN
ispiv-161	177	7	and	and	CCONJ
ispiv-161	177	8	shear	shear	NOUN
ispiv-161	177	9	flow	flow	NOUN
ispiv-161	177	10	phenomena	phenomena	PROPN
ispiv-161	177	11	,	,	PUNCT
ispiv-161	177	12	southampton	southampton	PROPN
ispiv-161	177	13	,	,	PUNCT
ispiv-161	177	14	united	united	ADJ
ispiv-161	177	15	kingdom	kingdom	PROPN
ispiv-161	177	16	,	,	PUNCT
ispiv-161	177	17	july	july	PROPN
ispiv-161	177	18	30	30	NUM
ispiv-161	177	19	-	-	PUNCT
ispiv-161	177	20	august	august	PROPN
ispiv-161	177	21	2	2	NUM
ispiv-161	177	22	fukami	fukami	NOUN
ispiv-161	177	23	k	k	PROPN
ispiv-161	177	24	,	,	PUNCT
ispiv-161	177	25	fukagata	fukagata	PROPN
ispiv-161	177	26	k	k	NOUN
ispiv-161	177	27	,	,	PUNCT
ispiv-161	177	28	and	and	CCONJ
ispiv-161	177	29	taira	taira	PROPN
ispiv-161	177	30	k	k	PROPN
ispiv-161	177	31	(	(	PUNCT
ispiv-161	177	32	2019b	2019b	NOUN
ispiv-161	177	33	)	)	PUNCT
ispiv-161	177	34	super	super	ADJ
ispiv-161	177	35	-	-	ADJ
ispiv-161	177	36	resolution	resolution	ADJ
ispiv-161	177	37	reconstruction	reconstruction	NOUN
ispiv-161	177	38	of	of	ADP
ispiv-161	177	39	turbulent	turbulent	ADJ
ispiv-161	177	40	flows	flow	NOUN
ispiv-161	177	41	with	with	ADP
ispiv-161	177	42	machine	machine	NOUN
ispiv-161	177	43	learning	learning	NOUN
ispiv-161	177	44	.	.	PUNCT
ispiv-161	178	1	journal	journal	NOUN
ispiv-161	178	2	of	of	ADP
ispiv-161	178	3	fluid	fluid	ADJ
ispiv-161	178	4	mechanics	mechanic	NOUN
ispiv-161	178	5	870:106–120	870:106–120	NUM
ispiv-161	178	6	gao	gao	PROPN
ispiv-161	178	7	h	h	NOUN
ispiv-161	178	8	,	,	PUNCT
ispiv-161	178	9	sun	sun	PROPN
ispiv-161	178	10	l	l	NOUN
ispiv-161	178	11	,	,	PUNCT
ispiv-161	178	12	and	and	CCONJ
ispiv-161	178	13	wang	wang	PROPN
ispiv-161	178	14	jx	jx	PROPN
ispiv-161	178	15	(	(	PUNCT
ispiv-161	178	16	2020	2020	NUM
ispiv-161	178	17	)	)	PUNCT
ispiv-161	178	18	super	super	ADJ
ispiv-161	178	19	-	-	NOUN
ispiv-161	178	20	resolution	resolution	NOUN
ispiv-161	178	21	and	and	CCONJ
ispiv-161	178	22	denoising	denoising	NOUN
ispiv-161	178	23	of	of	ADP
ispiv-161	178	24	fluid	fluid	ADJ
ispiv-161	178	25	flow	flow	NOUN
ispiv-161	178	26	using	use	VERB
ispiv-161	178	27	physics	physics	NOUN
ispiv-161	178	28	-	-	PUNCT
ispiv-161	178	29	informed	inform	VERB
ispiv-161	178	30	convolutional	convolutional	ADJ
ispiv-161	178	31	neural	neural	ADJ
ispiv-161	178	32	networks	network	NOUN
ispiv-161	178	33	without	without	ADP
ispiv-161	178	34	high	high	ADJ
ispiv-161	178	35	-	-	PUNCT
ispiv-161	178	36	resolution	resolution	NOUN
ispiv-161	178	37	labels	label	NOUN
ispiv-161	178	38	.	.	PUNCT
ispiv-161	179	1	arxiv	arxiv	PROPN
ispiv-161	179	2	preprint	preprint	NOUN
ispiv-161	179	3	page	page	NOUN
ispiv-161	179	4	arxiv:2011.02364	arxiv:2011.02364	VERB
ispiv-161	179	5	gunes	gune	NOUN
ispiv-161	179	6	h	h	NOUN
ispiv-161	179	7	and	and	CCONJ
ispiv-161	179	8	rist	rist	PROPN
ispiv-161	179	9	u	u	PROPN
ispiv-161	179	10	(	(	PUNCT
ispiv-161	179	11	2007	2007	NUM
ispiv-161	179	12	)	)	PUNCT
ispiv-161	179	13	spatial	spatial	ADJ
ispiv-161	179	14	resolution	resolution	NOUN
ispiv-161	179	15	enhancement	enhancement	NOUN
ispiv-161	179	16	/	/	SYM
ispiv-161	179	17	smoothing	smoothing	NOUN
ispiv-161	179	18	of	of	ADP
ispiv-161	179	19	stereo	stereo	ADJ
ispiv-161	179	20	–	–	PUNCT
ispiv-161	179	21	particle	particle	NOUN
ispiv-161	179	22	-	-	PUNCT
ispiv-161	179	23	image	image	NOUN
ispiv-161	179	24	-	-	PUNCT
ispiv-161	179	25	velocimetry	velocimetry	NOUN
ispiv-161	179	26	data	datum	NOUN
ispiv-161	179	27	using	use	VERB
ispiv-161	179	28	proper	proper	ADJ
ispiv-161	179	29	-	-	PUNCT
ispiv-161	179	30	orthogonal	orthogonal	ADJ
ispiv-161	179	31	-	-	PUNCT
ispiv-161	179	32	decomposition	decomposition	NOUN
ispiv-161	179	33	–	–	PUNCT
ispiv-161	179	34	based	base	VERB
ispiv-161	179	35	and	and	CCONJ
ispiv-161	179	36	kriging	krige	VERB
ispiv-161	179	37	interpolation	interpolation	NOUN
ispiv-161	179	38	methods	method	NOUN
ispiv-161	179	39	.	.	PUNCT
ispiv-161	180	1	physics	physics	NOUN
ispiv-161	180	2	of	of	ADP
ispiv-161	180	3	fluids	fluid	NOUN
ispiv-161	181	1	19:064101	19:064101	PRON
ispiv-161	181	2	he	he	PRON
ispiv-161	181	3	c	c	PROPN
ispiv-161	181	4	and	and	CCONJ
ispiv-161	181	5	liu	liu	PROPN
ispiv-161	181	6	y	y	PROPN
ispiv-161	181	7	(	(	PUNCT
ispiv-161	181	8	2017	2017	NUM
ispiv-161	181	9	)	)	PUNCT
ispiv-161	181	10	proper	proper	ADJ
ispiv-161	181	11	orthogonal	orthogonal	ADJ
ispiv-161	181	12	decomposition	decomposition	NOUN
ispiv-161	181	13	-	-	PUNCT
ispiv-161	181	14	based	base	VERB
ispiv-161	181	15	spatial	spatial	ADJ
ispiv-161	181	16	refinement	refinement	NOUN
ispiv-161	181	17	of	of	ADP
ispiv-161	181	18	tr	tr	VERB
ispiv-161	181	19	-	-	ADJ
ispiv-161	181	20	piv	piv	NOUN
ispiv-161	181	21	realizations	realization	NOUN
ispiv-161	181	22	using	use	VERB
ispiv-161	181	23	high	high	ADJ
ispiv-161	181	24	-	-	PUNCT
ispiv-161	181	25	resolution	resolution	NOUN
ispiv-161	181	26	non	non	ADJ
ispiv-161	181	27	-	-	ADJ
ispiv-161	181	28	tr	tr	VERB
ispiv-161	181	29	-	-	ADJ
ispiv-161	181	30	piv	piv	NOUN
ispiv-161	181	31	measurements	measurement	NOUN
ispiv-161	181	32	.	.	PUNCT
ispiv-161	182	1	experiments	experiment	NOUN
ispiv-161	182	2	in	in	ADP
ispiv-161	182	3	fluids	fluid	NOUN
ispiv-161	182	4	58:1–22	58:1–22	NUM
ispiv-161	182	5	keys	key	NOUN
ispiv-161	182	6	r	r	X
ispiv-161	182	7	(	(	PUNCT
ispiv-161	182	8	1981	1981	NUM
ispiv-161	182	9	)	)	PUNCT
ispiv-161	182	10	cubic	cubic	ADJ
ispiv-161	182	11	convolution	convolution	NOUN
ispiv-161	182	12	interpolation	interpolation	NOUN
ispiv-161	182	13	for	for	ADP
ispiv-161	182	14	digital	digital	ADJ
ispiv-161	182	15	image	image	NOUN
ispiv-161	182	16	processing	processing	NOUN
ispiv-161	182	17	.	.	PUNCT
ispiv-161	183	1	ieee	ieee	NOUN
ispiv-161	183	2	transactions	transaction	NOUN
ispiv-161	183	3	on	on	ADP
ispiv-161	183	4	acoustics	acoustic	NOUN
ispiv-161	183	5	,	,	PUNCT
ispiv-161	183	6	speech	speech	NOUN
ispiv-161	183	7	,	,	PUNCT
ispiv-161	183	8	and	and	CCONJ
ispiv-161	183	9	signal	signal	VERB
ispiv-161	183	10	processing	process	VERB
ispiv-161	183	11	29:1153–1160	29:1153–1160	PROPN
ispiv-161	183	12	liu	liu	PROPN
ispiv-161	183	13	b	b	PROPN
ispiv-161	183	14	,	,	PUNCT
ispiv-161	183	15	tang	tang	PROPN
ispiv-161	183	16	j	j	PROPN
ispiv-161	183	17	,	,	PUNCT
ispiv-161	183	18	huang	huang	PROPN
ispiv-161	183	19	h	h	PROPN
ispiv-161	183	20	,	,	PUNCT
ispiv-161	183	21	and	and	CCONJ
ispiv-161	183	22	lu	lu	PROPN
ispiv-161	183	23	xy	xy	PROPN
ispiv-161	183	24	(	(	PUNCT
ispiv-161	183	25	2020	2020	NUM
ispiv-161	183	26	)	)	PUNCT
ispiv-161	183	27	deep	deep	ADJ
ispiv-161	183	28	learning	learning	NOUN
ispiv-161	183	29	methods	method	NOUN
ispiv-161	183	30	for	for	ADP
ispiv-161	183	31	super	super	ADJ
ispiv-161	183	32	-	-	ADJ
ispiv-161	183	33	resolution	resolution	ADJ
ispiv-161	183	34	reconstruction	reconstruction	NOUN
ispiv-161	183	35	of	of	ADP
ispiv-161	183	36	turbulent	turbulent	ADJ
ispiv-161	183	37	flows	flow	NOUN
ispiv-161	183	38	.	.	PUNCT
ispiv-161	184	1	physics	physic	NOUN
ispiv-161	184	2	of	of	ADP
ispiv-161	184	3	fluids	fluid	NOUN
ispiv-161	184	4	32:025105	32:025105	PROPN
ispiv-161	184	5	liu	liu	PROPN
ispiv-161	184	6	c	c	PROPN
ispiv-161	184	7	and	and	CCONJ
ispiv-161	184	8	sun	sun	PROPN
ispiv-161	184	9	d	d	PROPN
ispiv-161	184	10	(	(	PUNCT
ispiv-161	184	11	2014	2014	NUM
ispiv-161	184	12	)	)	PUNCT
ispiv-161	184	13	on	on	ADP
ispiv-161	184	14	bayesian	bayesian	NOUN
ispiv-161	184	15	adaptive	adaptive	ADJ
ispiv-161	184	16	video	video	NOUN
ispiv-161	184	17	super	super	ADJ
ispiv-161	184	18	resolution	resolution	NOUN
ispiv-161	184	19	.	.	PUNCT
ispiv-161	185	1	ieee	ieee	NOUN
ispiv-161	185	2	transactions	transaction	NOUN
ispiv-161	185	3	on	on	ADP
ispiv-161	185	4	pattern	pattern	NOUN
ispiv-161	185	5	analysis	analysis	NOUN
ispiv-161	185	6	and	and	CCONJ
ispiv-161	185	7	machine	machine	NOUN
ispiv-161	185	8	intelligence	intelligence	NOUN
ispiv-161	185	9	36:346–360	36:346–360	PROPN
ispiv-161	185	10	liu	liu	PROPN
ispiv-161	185	11	c	c	PROPN
ispiv-161	185	12	et	et	PROPN
ispiv-161	185	13	al	al	PROPN
ispiv-161	185	14	.	.	PROPN
ispiv-161	186	1	(	(	PUNCT
ispiv-161	186	2	2009	2009	NUM
ispiv-161	186	3	)	)	PUNCT
ispiv-161	186	4	beyond	beyond	ADP
ispiv-161	186	5	pixels	pixel	NOUN
ispiv-161	186	6	:	:	PUNCT
ispiv-161	186	7	exploring	explore	VERB
ispiv-161	186	8	new	new	ADJ
ispiv-161	186	9	representations	representation	NOUN
ispiv-161	186	10	and	and	CCONJ
ispiv-161	186	11	applications	application	NOUN
ispiv-161	186	12	for	for	ADP
ispiv-161	186	13	motion	motion	NOUN
ispiv-161	186	14	analysis	analysis	NOUN
ispiv-161	186	15	.	.	PUNCT
ispiv-161	187	1	ph.d	ph.d	PROPN
ispiv-161	187	2	.	.	PUNCT
ispiv-161	188	1	thesis	thesis	PROPN
ispiv-161	188	2	.	.	PUNCT
ispiv-161	189	1	massachusetts	massachusetts	PROPN
ispiv-161	189	2	institute	institute	PROPN
ispiv-161	189	3	of	of	ADP
ispiv-161	189	4	technology	technology	PROPN
ispiv-161	189	5	raissi	raissi	PROPN
ispiv-161	189	6	m	m	NOUN
ispiv-161	189	7	,	,	PUNCT
ispiv-161	189	8	perdikaris	perdikaris	NOUN
ispiv-161	189	9	p	p	NOUN
ispiv-161	189	10	,	,	PUNCT
ispiv-161	189	11	and	and	CCONJ
ispiv-161	189	12	karniadakis	karniadakis	PROPN
ispiv-161	189	13	ge	ge	PROPN
ispiv-161	189	14	(	(	PUNCT
ispiv-161	189	15	2019	2019	NUM
ispiv-161	189	16	)	)	PUNCT
ispiv-161	189	17	physics	physics	NOUN
ispiv-161	189	18	-	-	PUNCT
ispiv-161	189	19	informed	inform	VERB
ispiv-161	189	20	neural	neural	ADJ
ispiv-161	189	21	networks	network	NOUN
ispiv-161	189	22	:	:	PUNCT
ispiv-161	189	23	a	a	DET
ispiv-161	189	24	deep	deep	ADJ
ispiv-161	189	25	learning	learning	NOUN
ispiv-161	189	26	framework	framework	NOUN
ispiv-161	189	27	for	for	ADP
ispiv-161	189	28	solving	solve	VERB
ispiv-161	189	29	forward	forward	ADV
ispiv-161	189	30	and	and	CCONJ
ispiv-161	189	31	inverse	inverse	NOUN
ispiv-161	189	32	problems	problem	NOUN
ispiv-161	189	33	involving	involve	VERB
ispiv-161	189	34	nonlinear	nonlinear	ADJ
ispiv-161	189	35	partial	partial	ADJ
ispiv-161	189	36	differential	differential	NOUN
ispiv-161	189	37	equations	equation	NOUN
ispiv-161	189	38	.	.	PUNCT
ispiv-161	190	1	journal	journal	NOUN
ispiv-161	190	2	of	of	ADP
ispiv-161	190	3	computational	computational	ADJ
ispiv-161	190	4	physics	physics	NOUN
ispiv-161	190	5	378:686–707	378:686–707	NUM
ispiv-161	190	6	seong	seong	PROPN
ispiv-161	190	7	jh	jh	PROPN
ispiv-161	190	8	,	,	PUNCT
ispiv-161	190	9	song	song	PROPN
ispiv-161	190	10	ms	ms	PROPN
ispiv-161	190	11	,	,	PUNCT
ispiv-161	190	12	nunez	nunez	PROPN
ispiv-161	190	13	d	d	PROPN
ispiv-161	190	14	,	,	PUNCT
ispiv-161	190	15	manera	manera	PROPN
ispiv-161	190	16	a	a	X
ispiv-161	190	17	,	,	PUNCT
ispiv-161	190	18	and	and	CCONJ
ispiv-161	190	19	kim	kim	PROPN
ispiv-161	190	20	es	es	PROPN
ispiv-161	190	21	(	(	PUNCT
ispiv-161	190	22	2019	2019	NUM
ispiv-161	190	23	)	)	PUNCT
ispiv-161	190	24	velocity	velocity	NOUN
ispiv-161	190	25	refinement	refinement	NOUN
ispiv-161	190	26	of	of	ADP
ispiv-161	190	27	piv	piv	NOUN
ispiv-161	190	28	using	use	VERB
ispiv-161	190	29	global	global	ADJ
ispiv-161	190	30	optical	optical	ADJ
ispiv-161	190	31	flow	flow	NOUN
ispiv-161	190	32	.	.	PUNCT
ispiv-161	191	1	experiments	experiment	NOUN
ispiv-161	191	2	in	in	ADP
ispiv-161	191	3	fluids	fluid	NOUN
ispiv-161	191	4	60:1–13	60:1–13	NUM
ispiv-161	191	5	takehara	takehara	NOUN
ispiv-161	191	6	k	k	NOUN
ispiv-161	191	7	,	,	PUNCT
ispiv-161	191	8	adrian	adrian	PROPN
ispiv-161	191	9	r	r	PROPN
ispiv-161	191	10	,	,	PUNCT
ispiv-161	191	11	etoh	etoh	NOUN
ispiv-161	191	12	g	g	NOUN
ispiv-161	191	13	,	,	PUNCT
ispiv-161	191	14	and	and	CCONJ
ispiv-161	191	15	christensen	christensen	PROPN
ispiv-161	191	16	k	k	PROPN
ispiv-161	191	17	(	(	PUNCT
ispiv-161	191	18	2000	2000	NUM
ispiv-161	191	19	)	)	PUNCT
ispiv-161	191	20	a	a	DET
ispiv-161	191	21	kalman	kalman	PROPN
ispiv-161	191	22	tracker	tracker	PROPN
ispiv-161	191	23	for	for	ADP
ispiv-161	191	24	super	super	ADJ
ispiv-161	191	25	-	-	ADJ
ispiv-161	191	26	resolution	resolution	ADJ
ispiv-161	191	27	piv	piv	NOUN
ispiv-161	191	28	.	.	PUNCT
ispiv-161	192	1	experiments	experiment	NOUN
ispiv-161	192	2	in	in	ADP
ispiv-161	192	3	fluids	fluid	NOUN
ispiv-161	192	4	29	29	NUM
ispiv-161	192	5	:	:	PUNCT
ispiv-161	192	6	s034	s034	NUM
ispiv-161	192	7	–	–	PUNCT
ispiv-161	192	8	s041	s041	PROPN
ispiv-161	192	9	vejrazka	vejrazka	NOUN
ispiv-161	192	10	j	j	PROPN
ispiv-161	192	11	(	(	PUNCT
ispiv-161	192	12	2021	2021	NUM
ispiv-161	192	13	)	)	PUNCT
ispiv-161	192	14	pivsuite	pivsuite	NOUN
ispiv-161	192	15	.	.	PUNCT
ispiv-161	192	16	https://www.mathworks.com/matlabcentral/fileexchange/45028-pivsuite	https://www.mathworks.com/matlabcentral/fileexchange/45028-pivsuite	PUNCT