id	sid	tid	token	lemma	pos
1r66j100z3p	1	1	blur	blur	VERB
1r66j100z3p	1	2	effect	effect	NOUN
1r66j100z3p	1	3	is	be	AUX
1r66j100z3p	1	4	a	a	DET
1r66j100z3p	1	5	common	common	ADJ
1r66j100z3p	1	6	phenomenon	phenomenon	NOUN
1r66j100z3p	1	7	in	in	ADP
1r66j100z3p	1	8	photographs	photograph	NOUN
1r66j100z3p	1	9	when	when	SCONJ
1r66j100z3p	1	10	relative	relative	ADJ
1r66j100z3p	1	11	motion	motion	NOUN
1r66j100z3p	1	12	between	between	ADP
1r66j100z3p	1	13	a	a	DET
1r66j100z3p	1	14	camera	camera	NOUN
1r66j100z3p	1	15	and	and	CCONJ
1r66j100z3p	1	16	the	the	DET
1r66j100z3p	1	17	captured	capture	VERB
1r66j100z3p	1	18	scene	scene	NOUN
1r66j100z3p	1	19	occurs	occur	VERB
1r66j100z3p	1	20	during	during	ADP
1r66j100z3p	1	21	the	the	DET
1r66j100z3p	1	22	exposure	exposure	NOUN
1r66j100z3p	1	23	time	time	NOUN
1r66j100z3p	1	24	.	.	PUNCT
1r66j100z3p	2	1	it	it	PRON
1r66j100z3p	2	2	significantly	significantly	ADV
1r66j100z3p	2	3	degrades	degrade	VERB
1r66j100z3p	2	4	image	image	NOUN
1r66j100z3p	2	5	quality	quality	NOUN
1r66j100z3p	2	6	and	and	CCONJ
1r66j100z3p	2	7	has	have	VERB
1r66j100z3p	2	8	great	great	ADJ
1r66j100z3p	2	9	effect	effect	NOUN
1r66j100z3p	2	10	on	on	ADP
1r66j100z3p	2	11	the	the	DET
1r66j100z3p	2	12	performance	performance	NOUN
1r66j100z3p	2	13	of	of	ADP
1r66j100z3p	2	14	subsequent	subsequent	ADJ
1r66j100z3p	2	15	applications	application	NOUN
1r66j100z3p	2	16	.	.	PUNCT
1r66j100z3p	3	1	image	image	NOUN
1r66j100z3p	3	2	deblurring	deblurring	NOUN
1r66j100z3p	3	3	aims	aim	VERB
1r66j100z3p	3	4	to	to	PART
1r66j100z3p	3	5	recover	recover	VERB
1r66j100z3p	3	6	a	a	DET
1r66j100z3p	3	7	sharp	sharp	ADJ
1r66j100z3p	3	8	image	image	NOUN
1r66j100z3p	3	9	from	from	ADP
1r66j100z3p	3	10	blurred	blurred	ADJ
1r66j100z3p	3	11	observations	observation	NOUN
1r66j100z3p	3	12	and	and	CCONJ
1r66j100z3p	3	13	involves	involve	VERB
1r66j100z3p	3	14	two	two	NUM
1r66j100z3p	3	15	subproblems	subproblem	NOUN
1r66j100z3p	3	16	:	:	PUNCT
1r66j100z3p	3	17	blur	blur	VERB
1r66j100z3p	3	18	kernel	kernel	PROPN
1r66j100z3p	3	19	estimation	estimation	NOUN
1r66j100z3p	3	20	and	and	CCONJ
1r66j100z3p	3	21	image	image	NOUN
1r66j100z3p	3	22	deconvolution	deconvolution	NOUN
1r66j100z3p	3	23	.	.	PUNCT
1r66j100z3p	4	1	the	the	DET
1r66j100z3p	4	2	accuracy	accuracy	NOUN
1r66j100z3p	4	3	of	of	ADP
1r66j100z3p	4	4	blur	blur	NOUN
1r66j100z3p	4	5	kernel	kernel	NOUN
1r66j100z3p	4	6	is	be	AUX
1r66j100z3p	4	7	critical	critical	ADJ
1r66j100z3p	4	8	to	to	ADP
1r66j100z3p	4	9	the	the	DET
1r66j100z3p	4	10	deblurring	deblurre	VERB
1r66j100z3p	4	11	performance.this	performance.this	PRON
1r66j100z3p	4	12	work	work	NOUN
1r66j100z3p	4	13	explores	explore	VERB
1r66j100z3p	4	14	the	the	DET
1r66j100z3p	4	15	possibility	possibility	NOUN
1r66j100z3p	4	16	of	of	ADP
1r66j100z3p	4	17	using	use	VERB
1r66j100z3p	4	18	inertial	inertial	ADJ
1r66j100z3p	4	19	sensors	sensor	NOUN
1r66j100z3p	4	20	to	to	PART
1r66j100z3p	4	21	facilitate	facilitate	VERB
1r66j100z3p	4	22	kernel	kernel	NOUN
1r66j100z3p	4	23	estimation	estimation	NOUN
1r66j100z3p	4	24	.	.	PUNCT
1r66j100z3p	5	1	the	the	DET
1r66j100z3p	5	2	key	key	ADJ
1r66j100z3p	5	3	lies	lie	VERB
1r66j100z3p	5	4	on	on	ADP
1r66j100z3p	5	5	how	how	SCONJ
1r66j100z3p	5	6	to	to	PART
1r66j100z3p	5	7	address	address	VERB
1r66j100z3p	5	8	the	the	DET
1r66j100z3p	5	9	noise	noise	NOUN
1r66j100z3p	5	10	amplification	amplification	NOUN
1r66j100z3p	5	11	issue	issue	NOUN
1r66j100z3p	5	12	with	with	ADP
1r66j100z3p	5	13	using	use	VERB
1r66j100z3p	5	14	inertial	inertial	ADJ
1r66j100z3p	5	15	sensors	sensor	NOUN
1r66j100z3p	5	16	for	for	ADP
1r66j100z3p	5	17	motion	motion	NOUN
1r66j100z3p	5	18	estimation	estimation	NOUN
1r66j100z3p	5	19	.	.	PUNCT
1r66j100z3p	6	1	a	a	DET
1r66j100z3p	6	2	single	single	ADJ
1r66j100z3p	6	3	image	image	NOUN
1r66j100z3p	6	4	deblurring	deblurre	VERB
1r66j100z3p	6	5	approach	approach	NOUN
1r66j100z3p	6	6	is	be	AUX
1r66j100z3p	6	7	first	first	ADV
1r66j100z3p	6	8	proposed	propose	VERB
1r66j100z3p	6	9	and	and	CCONJ
1r66j100z3p	6	10	an	an	DET
1r66j100z3p	6	11	alternating	alternate	VERB
1r66j100z3p	6	12	optimization	optimization	NOUN
1r66j100z3p	6	13	scheme	scheme	NOUN
1r66j100z3p	6	14	is	be	AUX
1r66j100z3p	6	15	employed	employ	VERB
1r66j100z3p	6	16	to	to	PART
1r66j100z3p	6	17	gradually	gradually	ADV
1r66j100z3p	6	18	move	move	VERB
1r66j100z3p	6	19	the	the	DET
1r66j100z3p	6	20	drifted	drifted	ADJ
1r66j100z3p	6	21	camera	camera	NOUN
1r66j100z3p	6	22	motion	motion	NOUN
1r66j100z3p	6	23	trajectory	trajectory	NOUN
1r66j100z3p	6	24	to	to	ADP
1r66j100z3p	6	25	the	the	DET
1r66j100z3p	6	26	correct	correct	ADJ
1r66j100z3p	6	27	position	position	NOUN
1r66j100z3p	6	28	.	.	PUNCT
1r66j100z3p	7	1	by	by	ADP
1r66j100z3p	7	2	replacing	replace	VERB
1r66j100z3p	7	3	the	the	DET
1r66j100z3p	7	4	camera	camera	NOUN
1r66j100z3p	7	5	pose	pose	VERB
1r66j100z3p	7	6	space	space	NOUN
1r66j100z3p	7	7	in	in	ADP
1r66j100z3p	7	8	the	the	DET
1r66j100z3p	7	9	geometric	geometric	ADJ
1r66j100z3p	7	10	model	model	NOUN
1r66j100z3p	7	11	with	with	ADP
1r66j100z3p	7	12	a	a	DET
1r66j100z3p	7	13	motion	motion	NOUN
1r66j100z3p	7	14	trajectory	trajectory	NOUN
1r66j100z3p	7	15	set	set	NOUN
1r66j100z3p	7	16	,	,	PUNCT
1r66j100z3p	7	17	an	an	DET
1r66j100z3p	7	18	explicit	explicit	ADJ
1r66j100z3p	7	19	trajectory	trajectory	NOUN
1r66j100z3p	7	20	can	can	AUX
1r66j100z3p	7	21	be	be	AUX
1r66j100z3p	7	22	generated	generate	VERB
1r66j100z3p	7	23	,	,	PUNCT
1r66j100z3p	7	24	filling	fill	VERB
1r66j100z3p	7	25	the	the	DET
1r66j100z3p	7	26	gap	gap	NOUN
1r66j100z3p	7	27	between	between	ADP
1r66j100z3p	7	28	kernel	kernel	PROPN
1r66j100z3p	7	29	estimation	estimation	NOUN
1r66j100z3p	7	30	and	and	CCONJ
1r66j100z3p	7	31	motion	motion	NOUN
1r66j100z3p	7	32	estimation	estimation	NOUN
1r66j100z3p	7	33	.	.	PUNCT
1r66j100z3p	8	1	this	this	PRON
1r66j100z3p	8	2	also	also	ADV
1r66j100z3p	8	3	allows	allow	VERB
1r66j100z3p	8	4	us	we	PRON
1r66j100z3p	8	5	to	to	PART
1r66j100z3p	8	6	tackle	tackle	VERB
1r66j100z3p	8	7	the	the	DET
1r66j100z3p	8	8	blur	blur	ADJ
1r66j100z3p	8	9	variation	variation	NOUN
1r66j100z3p	8	10	problem	problem	NOUN
1r66j100z3p	8	11	resulting	result	VERB
1r66j100z3p	8	12	from	from	ADP
1r66j100z3p	8	13	electronic	electronic	ADJ
1r66j100z3p	8	14	rolling	rolling	ADJ
1r66j100z3p	8	15	shutter	shutter	NOUN
1r66j100z3p	8	16	mechanism	mechanism	NOUN
1r66j100z3p	8	17	which	which	PRON
1r66j100z3p	8	18	imposes	impose	VERB
1r66j100z3p	8	19	temporal	temporal	ADJ
1r66j100z3p	8	20	constraints	constraint	NOUN
1r66j100z3p	8	21	of	of	ADP
1r66j100z3p	8	22	camera	camera	NOUN
1r66j100z3p	8	23	motion	motion	NOUN
1r66j100z3p	8	24	.	.	PUNCT
1r66j100z3p	9	1	to	to	PART
1r66j100z3p	9	2	improve	improve	VERB
1r66j100z3p	9	3	image	image	NOUN
1r66j100z3p	9	4	restoration	restoration	NOUN
1r66j100z3p	9	5	quality	quality	NOUN
1r66j100z3p	9	6	,	,	PUNCT
1r66j100z3p	9	7	a	a	DET
1r66j100z3p	9	8	joint	joint	ADJ
1r66j100z3p	9	9	deblurring	deblurre	VERB
1r66j100z3p	9	10	and	and	CCONJ
1r66j100z3p	9	11	demosaicing	demosaicing	NOUN
1r66j100z3p	9	12	method	method	NOUN
1r66j100z3p	9	13	is	be	AUX
1r66j100z3p	9	14	developed	develop	VERB
1r66j100z3p	9	15	by	by	ADP
1r66j100z3p	9	16	leveraging	leverage	VERB
1r66j100z3p	9	17	both	both	PRON
1r66j100z3p	9	18	spatial	spatial	ADJ
1r66j100z3p	9	19	prior	prior	ADV
1r66j100z3p	9	20	and	and	CCONJ
1r66j100z3p	9	21	spectral	spectral	ADJ
1r66j100z3p	9	22	prior.in	prior.in	NUM
1r66j100z3p	9	23	practice	practice	NOUN
1r66j100z3p	9	24	,	,	PUNCT
1r66j100z3p	9	25	camera	camera	NOUN
1r66j100z3p	9	26	shake	shake	NOUN
1r66j100z3p	9	27	is	be	AUX
1r66j100z3p	9	28	not	not	PART
1r66j100z3p	9	29	restricted	restrict	VERB
1r66j100z3p	9	30	to	to	ADP
1r66j100z3p	9	31	in	in	ADP
1r66j100z3p	9	32	-	-	PUNCT
1r66j100z3p	9	33	plane	plane	NOUN
1r66j100z3p	9	34	translation	translation	NOUN
1r66j100z3p	9	35	.	.	PUNCT
1r66j100z3p	10	1	the	the	DET
1r66j100z3p	10	2	presence	presence	NOUN
1r66j100z3p	10	3	of	of	ADP
1r66j100z3p	10	4	camera	camera	NOUN
1r66j100z3p	10	5	rotation	rotation	NOUN
1r66j100z3p	10	6	would	would	AUX
1r66j100z3p	10	7	lead	lead	VERB
1r66j100z3p	10	8	to	to	ADP
1r66j100z3p	10	9	spatially	spatially	ADV
1r66j100z3p	10	10	-	-	PUNCT
1r66j100z3p	10	11	varying	vary	VERB
1r66j100z3p	10	12	blur	blur	ADJ
1r66j100z3p	10	13	effect	effect	NOUN
1r66j100z3p	10	14	.	.	PUNCT
1r66j100z3p	11	1	a	a	DET
1r66j100z3p	11	2	multi	multi	ADJ
1r66j100z3p	11	3	-	-	ADJ
1r66j100z3p	11	4	image	image	ADJ
1r66j100z3p	11	5	deblurring	deblurre	VERB
1r66j100z3p	11	6	framework	framework	NOUN
1r66j100z3p	11	7	is	be	AUX
1r66j100z3p	11	8	proposed	propose	VERB
1r66j100z3p	11	9	to	to	PART
1r66j100z3p	11	10	mitigate	mitigate	VERB
1r66j100z3p	11	11	the	the	DET
1r66j100z3p	11	12	stress	stress	NOUN
1r66j100z3p	11	13	arising	arise	VERB
1r66j100z3p	11	14	from	from	ADP
1r66j100z3p	11	15	a	a	DET
1r66j100z3p	11	16	large	large	ADJ
1r66j100z3p	11	17	amount	amount	NOUN
1r66j100z3p	11	18	of	of	ADP
1r66j100z3p	11	19	unknowns	unknown	NOUN
1r66j100z3p	11	20	.	.	PUNCT
1r66j100z3p	12	1	exposure	exposure	NOUN
1r66j100z3p	12	2	times	time	NOUN
1r66j100z3p	12	3	are	be	AUX
1r66j100z3p	12	4	varied	varied	ADJ
1r66j100z3p	12	5	among	among	ADP
1r66j100z3p	12	6	three	three	NUM
1r66j100z3p	12	7	captured	capture	VERB
1r66j100z3p	12	8	images	image	NOUN
1r66j100z3p	12	9	such	such	ADJ
1r66j100z3p	12	10	that	that	SCONJ
1r66j100z3p	12	11	a	a	DET
1r66j100z3p	12	12	long	long	ADV
1r66j100z3p	12	13	-	-	PUNCT
1r66j100z3p	12	14	exposed	expose	VERB
1r66j100z3p	12	15	blurred	blurred	ADJ
1r66j100z3p	12	16	image	image	NOUN
1r66j100z3p	12	17	is	be	AUX
1r66j100z3p	12	18	bracketed	bracket	VERB
1r66j100z3p	12	19	by	by	ADP
1r66j100z3p	12	20	two	two	NUM
1r66j100z3p	12	21	short	short	ADV
1r66j100z3p	12	22	-	-	PUNCT
1r66j100z3p	12	23	exposed	expose	VERB
1r66j100z3p	12	24	noisy	noisy	ADJ
1r66j100z3p	12	25	but	but	CCONJ
1r66j100z3p	12	26	sharp	sharp	ADJ
1r66j100z3p	12	27	images	image	NOUN
1r66j100z3p	12	28	,	,	PUNCT
1r66j100z3p	12	29	which	which	PRON
1r66j100z3p	12	30	is	be	AUX
1r66j100z3p	12	31	related	relate	VERB
1r66j100z3p	12	32	through	through	ADP
1r66j100z3p	12	33	the	the	DET
1r66j100z3p	12	34	simultaneously	simultaneously	ADV
1r66j100z3p	12	35	recorded	record	VERB
1r66j100z3p	12	36	inertial	inertial	ADJ
1r66j100z3p	12	37	measurements	measurement	NOUN
1r66j100z3p	12	38	.	.	PUNCT
1r66j100z3p	13	1	this	this	DET
1r66j100z3p	13	2	special	special	ADJ
1r66j100z3p	13	3	exposure	exposure	NOUN
1r66j100z3p	13	4	arrangement	arrangement	NOUN
1r66j100z3p	13	5	effectively	effectively	ADV
1r66j100z3p	13	6	addresses	address	VERB
1r66j100z3p	13	7	the	the	DET
1r66j100z3p	13	8	problem	problem	NOUN
1r66j100z3p	13	9	inherent	inherent	ADJ
1r66j100z3p	13	10	in	in	ADP
1r66j100z3p	13	11	reconstructing	reconstruct	VERB
1r66j100z3p	13	12	camera	camera	NOUN
1r66j100z3p	13	13	motion	motion	NOUN
1r66j100z3p	13	14	from	from	ADP
1r66j100z3p	13	15	inertial	inertial	ADJ
1r66j100z3p	13	16	measurements	measurement	NOUN
1r66j100z3p	13	17	.	.	PUNCT
1r66j100z3p	14	1	experimental	experimental	ADJ
1r66j100z3p	14	2	evaluations	evaluation	NOUN
1r66j100z3p	14	3	show	show	VERB
1r66j100z3p	14	4	its	its	PRON
1r66j100z3p	14	5	robustness	robustness	NOUN
1r66j100z3p	14	6	to	to	PART
1r66j100z3p	14	7	longer	long	ADV
1r66j100z3p	14	8	exposure	exposure	NOUN
1r66j100z3p	14	9	time	time	NOUN
1r66j100z3p	14	10	and	and	CCONJ
1r66j100z3p	14	11	larger	large	ADJ
1r66j100z3p	14	12	measurement	measurement	NOUN
1r66j100z3p	14	13	noise	noise	NOUN
1r66j100z3p	14	14	.	.	PUNCT
1r66j100z3p	15	1	additionally	additionally	ADV
1r66j100z3p	15	2	,	,	PUNCT
1r66j100z3p	15	3	the	the	DET
1r66j100z3p	15	4	proposed	propose	VERB
1r66j100z3p	15	5	framework	framework	NOUN
1r66j100z3p	15	6	enables	enable	VERB
1r66j100z3p	15	7	the	the	DET
1r66j100z3p	15	8	incorporation	incorporation	NOUN
1r66j100z3p	15	9	of	of	ADP
1r66j100z3p	15	10	depth	depth	ADJ
1r66j100z3p	15	11	factor	factor	NOUN
1r66j100z3p	15	12	which	which	PRON
1r66j100z3p	15	13	also	also	ADV
1r66j100z3p	15	14	contributes	contribute	VERB
1r66j100z3p	15	15	to	to	PART
1r66j100z3p	15	16	blur	blur	VERB
1r66j100z3p	15	17	variation	variation	NOUN
1r66j100z3p	15	18	.	.	PUNCT
1r66j100z3p	16	1	the	the	DET
1r66j100z3p	16	2	short	short	ADV
1r66j100z3p	16	3	-	-	PUNCT
1r66j100z3p	16	4	exposed	expose	VERB
1r66j100z3p	16	5	images	image	NOUN
1r66j100z3p	16	6	provide	provide	VERB
1r66j100z3p	16	7	necessary	necessary	ADJ
1r66j100z3p	16	8	constraints	constraint	NOUN
1r66j100z3p	16	9	for	for	ADP
1r66j100z3p	16	10	initial	initial	ADJ
1r66j100z3p	16	11	depth	depth	NOUN
1r66j100z3p	16	12	map	map	NOUN
1r66j100z3p	16	13	inference	inference	NOUN
1r66j100z3p	16	14	and	and	CCONJ
1r66j100z3p	16	15	a	a	DET
1r66j100z3p	16	16	mrf	mrf	NOUN
1r66j100z3p	16	17	framework	framework	NOUN
1r66j100z3p	16	18	is	be	AUX
1r66j100z3p	16	19	formulated	formulate	VERB
1r66j100z3p	16	20	to	to	PART
1r66j100z3p	16	21	further	far	ADV
1r66j100z3p	16	22	refine	refine	VERB
1r66j100z3p	16	23	the	the	DET
1r66j100z3p	16	24	depth	depth	NOUN
1r66j100z3p	16	25	map	map	NOUN
1r66j100z3p	16	26	by	by	ADP
1r66j100z3p	16	27	exploiting	exploit	VERB
1r66j100z3p	16	28	both	both	DET
1r66j100z3p	16	29	stereo	stereo	ADJ
1r66j100z3p	16	30	cues	cue	NOUN
1r66j100z3p	16	31	and	and	CCONJ
1r66j100z3p	16	32	motion	motion	NOUN
1r66j100z3p	16	33	blur	blur	VERB
1r66j100z3p	16	34	cues.as	cues.as	X
1r66j100z3p	16	35	a	a	DET
1r66j100z3p	16	36	third	third	ADJ
1r66j100z3p	16	37	contribution	contribution	NOUN
1r66j100z3p	16	38	,	,	PUNCT
1r66j100z3p	16	39	a	a	DET
1r66j100z3p	16	40	dynamic	dynamic	ADJ
1r66j100z3p	16	41	scene	scene	NOUN
1r66j100z3p	16	42	deblurring	deblurre	VERB
1r66j100z3p	16	43	method	method	NOUN
1r66j100z3p	16	44	,	,	PUNCT
1r66j100z3p	16	45	which	which	PRON
1r66j100z3p	16	46	handles	handle	VERB
1r66j100z3p	16	47	both	both	DET
1r66j100z3p	16	48	camera	camera	NOUN
1r66j100z3p	16	49	shake	shake	NOUN
1r66j100z3p	16	50	blur	blur	NOUN
1r66j100z3p	16	51	and	and	CCONJ
1r66j100z3p	16	52	object	object	NOUN
1r66j100z3p	16	53	motion	motion	NOUN
1r66j100z3p	16	54	blur	blur	NOUN
1r66j100z3p	16	55	,	,	PUNCT
1r66j100z3p	16	56	is	be	AUX
1r66j100z3p	16	57	developed	develop	VERB
1r66j100z3p	16	58	by	by	ADP
1r66j100z3p	16	59	augmenting	augment	VERB
1r66j100z3p	16	60	the	the	DET
1r66j100z3p	16	61	previous	previous	ADJ
1r66j100z3p	16	62	framework	framework	NOUN
1r66j100z3p	16	63	with	with	ADP
1r66j100z3p	16	64	a	a	DET
1r66j100z3p	16	65	layered	layered	ADJ
1r66j100z3p	16	66	blur	blur	NOUN
1r66j100z3p	16	67	model	model	NOUN
1r66j100z3p	16	68	.	.	PUNCT
1r66j100z3p	17	1	contrary	contrary	ADJ
1r66j100z3p	17	2	to	to	ADP
1r66j100z3p	17	3	previous	previous	ADJ
1r66j100z3p	17	4	methods	method	NOUN
1r66j100z3p	17	5	which	which	PRON
1r66j100z3p	17	6	individually	individually	ADV
1r66j100z3p	17	7	parametrize	parametrize	VERB
1r66j100z3p	17	8	the	the	DET
1r66j100z3p	17	9	motion	motion	NOUN
1r66j100z3p	17	10	blur	blur	NOUN
1r66j100z3p	17	11	of	of	ADP
1r66j100z3p	17	12	each	each	DET
1r66j100z3p	17	13	layer	layer	NOUN
1r66j100z3p	17	14	,	,	PUNCT
1r66j100z3p	17	15	we	we	PRON
1r66j100z3p	17	16	exploit	exploit	VERB
1r66j100z3p	17	17	the	the	DET
1r66j100z3p	17	18	fact	fact	NOUN
1r66j100z3p	17	19	that	that	SCONJ
1r66j100z3p	17	20	camera	camera	NOUN
1r66j100z3p	17	21	shake	shake	NOUN
1r66j100z3p	17	22	has	have	AUX
1r66j100z3p	17	23	a	a	DET
1r66j100z3p	17	24	global	global	ADJ
1r66j100z3p	17	25	influence	influence	NOUN
1r66j100z3p	17	26	to	to	PART
1r66j100z3p	17	27	decompose	decompose	VERB
1r66j100z3p	17	28	the	the	DET
1r66j100z3p	17	29	motion	motion	NOUN
1r66j100z3p	17	30	of	of	ADP
1r66j100z3p	17	31	the	the	DET
1r66j100z3p	17	32	foreground	foreground	ADJ
1r66j100z3p	17	33	layer	layer	NOUN
1r66j100z3p	17	34	such	such	ADJ
1r66j100z3p	17	35	that	that	SCONJ
1r66j100z3p	17	36	a	a	DET
1r66j100z3p	17	37	more	more	ADV
1r66j100z3p	17	38	tight	tight	ADJ
1r66j100z3p	17	39	constraint	constraint	NOUN
1r66j100z3p	17	40	between	between	ADP
1r66j100z3p	17	41	the	the	DET
1r66j100z3p	17	42	motion	motion	NOUN
1r66j100z3p	17	43	of	of	ADP
1r66j100z3p	17	44	layers	layer	NOUN
1r66j100z3p	17	45	is	be	AUX
1r66j100z3p	17	46	established	establish	VERB
1r66j100z3p	17	47	.	.	PUNCT
1r66j100z3p	18	1	the	the	DET
1r66j100z3p	18	2	problem	problem	NOUN
1r66j100z3p	18	3	is	be	AUX
1r66j100z3p	18	4	formulated	formulate	VERB
1r66j100z3p	18	5	as	as	ADP
1r66j100z3p	18	6	a	a	DET
1r66j100z3p	18	7	regularized	regularized	ADJ
1r66j100z3p	18	8	form	form	NOUN
1r66j100z3p	18	9	of	of	ADP
1r66j100z3p	18	10	energy	energy	NOUN
1r66j100z3p	18	11	function	function	NOUN
1r66j100z3p	18	12	and	and	CCONJ
1r66j100z3p	18	13	by	by	ADP
1r66j100z3p	18	14	minimizing	minimize	VERB
1r66j100z3p	18	15	it	it	PRON
1r66j100z3p	18	16	we	we	PRON
1r66j100z3p	18	17	jointly	jointly	ADV
1r66j100z3p	18	18	solve	solve	VERB
1r66j100z3p	18	19	the	the	DET
1r66j100z3p	18	20	estimate	estimate	NOUN
1r66j100z3p	18	21	of	of	ADP
1r66j100z3p	18	22	motion	motion	NOUN
1r66j100z3p	18	23	,	,	PUNCT
1r66j100z3p	18	24	layer	layer	NOUN
1r66j100z3p	18	25	appearance	appearance	NOUN
1r66j100z3p	18	26	,	,	PUNCT
1r66j100z3p	18	27	segmentation	segmentation	NOUN
1r66j100z3p	18	28	as	as	ADV
1r66j100z3p	18	29	well	well	ADV
1r66j100z3p	18	30	as	as	ADP
1r66j100z3p	18	31	depth	depth	NOUN
1r66j100z3p	18	32	map	map	NOUN
1r66j100z3p	18	33	.	.	PUNCT
1r66j100z3p	19	1	compared	compare	VERB
1r66j100z3p	19	2	to	to	ADP
1r66j100z3p	19	3	previous	previous	ADJ
1r66j100z3p	19	4	methods	method	NOUN
1r66j100z3p	19	5	,	,	PUNCT
1r66j100z3p	19	6	our	our	PRON
1r66j100z3p	19	7	approach	approach	NOUN
1r66j100z3p	19	8	is	be	AUX
1r66j100z3p	19	9	automatic	automatic	ADJ
1r66j100z3p	19	10	,	,	PUNCT
1r66j100z3p	19	11	and	and	CCONJ
1r66j100z3p	19	12	neither	neither	CCONJ
1r66j100z3p	19	13	requires	require	VERB
1r66j100z3p	19	14	user	user	NOUN
1r66j100z3p	19	15	interaction	interaction	NOUN
1r66j100z3p	19	16	nor	nor	CCONJ
1r66j100z3p	19	17	special	special	ADJ
1r66j100z3p	19	18	hardware.this	hardware.this	PRON
1r66j100z3p	19	19	work	work	NOUN
1r66j100z3p	19	20	improves	improve	VERB
1r66j100z3p	19	21	deblurring	deblurre	VERB
1r66j100z3p	19	22	performance	performance	NOUN
1r66j100z3p	19	23	by	by	ADP
1r66j100z3p	19	24	incorporating	incorporate	VERB
1r66j100z3p	19	25	more	more	ADJ
1r66j100z3p	19	26	factors	factor	NOUN
1r66j100z3p	19	27	that	that	PRON
1r66j100z3p	19	28	influence	influence	NOUN
1r66j100z3p	19	29	blur	blur	NOUN
1r66j100z3p	19	30	kernel	kernel	NOUN
1r66j100z3p	19	31	estimation	estimation	NOUN
1r66j100z3p	19	32	,	,	PUNCT
1r66j100z3p	19	33	and	and	CCONJ
1r66j100z3p	19	34	also	also	ADV
1r66j100z3p	19	35	provides	provide	VERB
1r66j100z3p	19	36	insights	insight	NOUN
1r66j100z3p	19	37	on	on	ADP
1r66j100z3p	19	38	how	how	SCONJ
1r66j100z3p	19	39	to	to	PART
1r66j100z3p	19	40	efficiently	efficiently	ADV
1r66j100z3p	19	41	fuse	fuse	VERB
1r66j100z3p	19	42	image	image	NOUN
1r66j100z3p	19	43	data	datum	NOUN
1r66j100z3p	19	44	and	and	CCONJ
1r66j100z3p	19	45	inertial	inertial	ADJ
1r66j100z3p	19	46	information	information	NOUN
1r66j100z3p	19	47	.	.	PUNCT
1r66j100z3p	20	1	it	it	PRON
1r66j100z3p	20	2	is	be	AUX
1r66j100z3p	20	3	tested	test	VERB
1r66j100z3p	20	4	on	on	ADP
1r66j100z3p	20	5	various	various	ADJ
1r66j100z3p	20	6	images	image	NOUN
1r66j100z3p	20	7	,	,	PUNCT
1r66j100z3p	20	8	and	and	CCONJ
1r66j100z3p	20	9	comparative	comparative	ADJ
1r66j100z3p	20	10	experiments	experiment	NOUN
1r66j100z3p	20	11	are	be	AUX
1r66j100z3p	20	12	conducted	conduct	VERB
1r66j100z3p	20	13	to	to	PART
1r66j100z3p	20	14	demonstrate	demonstrate	VERB
1r66j100z3p	20	15	the	the	DET
1r66j100z3p	20	16	superior	superior	ADJ
1r66j100z3p	20	17	performance	performance	NOUN
1r66j100z3p	20	18	of	of	ADP
1r66j100z3p	20	19	this	this	DET
1r66j100z3p	20	20	work	work	NOUN
1r66j100z3p	20	21	.	.	PUNCT