id	sid	tid	token	lemma	pos
ispiv-186	1	1	14th	14th	ADJ
ispiv-186	1	2	international	international	ADJ
ispiv-186	1	3	symposium	symposium	NOUN
ispiv-186	1	4	on	on	ADP
ispiv-186	1	5	particle	particle	NOUN
ispiv-186	1	6	image	image	NOUN
ispiv-186	1	7	velocimetry	velocimetry	NOUN
ispiv-186	1	8	–	–	PUNCT
ispiv-186	1	9	ispiv	ispiv	NOUN
ispiv-186	1	10	2021	2021	NUM
ispiv-186	1	11	august	august	PROPN
ispiv-186	1	12	1–5	1–5	NUM
ispiv-186	1	13	,	,	PUNCT
ispiv-186	1	14	2021	2021	NUM
ispiv-186	1	15	lagrangian	lagrangian	ADJ
ispiv-186	1	16	particle	particle	NOUN
ispiv-186	1	17	tracking	tracking	NOUN
ispiv-186	1	18	:	:	PUNCT
ispiv-186	1	19	a	a	DET
ispiv-186	1	20	link	link	NOUN
ispiv-186	1	21	between	between	ADP
ispiv-186	1	22	localisation	localisation	NOUN
ispiv-186	1	23	error	error	NOUN
ispiv-186	1	24	and	and	CCONJ
ispiv-186	1	25	fraction	fraction	NOUN
ispiv-186	1	26	of	of	ADP
ispiv-186	1	27	missed	miss	VERB
ispiv-186	1	28	particles	particle	NOUN
ispiv-186	1	29	p.	p.	PROPN
ispiv-186	1	30	cornic1∗	cornic1∗	PROPN
ispiv-186	1	31	,	,	PUNCT
ispiv-186	1	32	f.	f.	PROPN
ispiv-186	1	33	champagnat1	champagnat1	PROPN
ispiv-186	1	34	,	,	PUNCT
ispiv-186	1	35	b.	b.	PROPN
ispiv-186	1	36	leclaire2	leclaire2	PROPN
ispiv-186	1	37	1	1	NUM
ispiv-186	1	38	onera	onera	NOUN
ispiv-186	1	39	–	–	PUNCT
ispiv-186	1	40	the	the	DET
ispiv-186	1	41	french	french	ADJ
ispiv-186	1	42	aerospace	aerospace	NOUN
ispiv-186	1	43	lab	lab	NOUN
ispiv-186	1	44	,	,	PUNCT
ispiv-186	1	45	f-91761	f-91761	PROPN
ispiv-186	1	46	palaiseau	palaiseau	NOUN
ispiv-186	1	47	,	,	PUNCT
ispiv-186	1	48	france	france	PROPN
ispiv-186	1	49	2	2	NUM
ispiv-186	1	50	onera	onera	NOUN
ispiv-186	1	51	the	the	DET
ispiv-186	1	52	french	french	ADJ
ispiv-186	1	53	aerospace	aerospace	NOUN
ispiv-186	1	54	lab	lab	NOUN
ispiv-186	1	55	,	,	PUNCT
ispiv-186	1	56	f-92190	f-92190	PROPN
ispiv-186	1	57	meudon	meudon	NOUN
ispiv-186	1	58	,	,	PUNCT
ispiv-186	1	59	france	france	PROPN
ispiv-186	1	60	∗	∗	PROPN
ispiv-186	1	61	philippe.cornic@onera.fr	philippe.cornic@onera.fr	PROPN
ispiv-186	1	62	abstract	abstract	NOUN
ispiv-186	1	63	this	this	DET
ispiv-186	1	64	paper	paper	NOUN
ispiv-186	1	65	aims	aim	VERB
ispiv-186	1	66	at	at	ADP
ispiv-186	1	67	analysing	analyse	VERB
ispiv-186	1	68	the	the	DET
ispiv-186	1	69	behaviour	behaviour	NOUN
ispiv-186	1	70	of	of	ADP
ispiv-186	1	71	particle	particle	NOUN
ispiv-186	1	72	localisation	localisation	NOUN
ispiv-186	1	73	error	error	NOUN
ispiv-186	1	74	in	in	ADP
ispiv-186	1	75	3d	3d	PROPN
ispiv-186	1	76	lagrangian	lagrangian	ADJ
ispiv-186	1	77	particle	particle	NOUN
ispiv-186	1	78	tracking	tracking	NOUN
ispiv-186	1	79	(	(	PUNCT
ispiv-186	1	80	lpt	lpt	PROPN
ispiv-186	1	81	)	)	PUNCT
ispiv-186	1	82	techniques	technique	NOUN
ispiv-186	1	83	,	,	PUNCT
ispiv-186	1	84	with	with	ADP
ispiv-186	1	85	a	a	DET
ispiv-186	1	86	particular	particular	ADJ
ispiv-186	1	87	emphasis	emphasis	NOUN
ispiv-186	1	88	on	on	ADP
ispiv-186	1	89	general	general	ADJ
ispiv-186	1	90	properties	property	NOUN
ispiv-186	1	91	,	,	PUNCT
ispiv-186	1	92	independent	independent	ADJ
ispiv-186	1	93	of	of	ADP
ispiv-186	1	94	a	a	DET
ispiv-186	1	95	specific	specific	ADJ
ispiv-186	1	96	algorithm	algorithm	NOUN
ispiv-186	1	97	.	.	PUNCT
ispiv-186	2	1	based	base	VERB
ispiv-186	2	2	on	on	ADP
ispiv-186	2	3	the	the	DET
ispiv-186	2	4	hypothesis	hypothesis	NOUN
ispiv-186	2	5	that	that	SCONJ
ispiv-186	2	6	in	in	ADP
ispiv-186	2	7	lpt	lpt	PROPN
ispiv-186	2	8	algorithms	algorithms	PROPN
ispiv-186	2	9	,	,	PUNCT
ispiv-186	2	10	errors	error	NOUN
ispiv-186	2	11	on	on	ADP
ispiv-186	2	12	the	the	DET
ispiv-186	2	13	image	image	NOUN
ispiv-186	2	14	formation	formation	NOUN
ispiv-186	2	15	models	model	NOUN
ispiv-186	2	16	are	be	AUX
ispiv-186	2	17	solely	solely	ADV
ispiv-186	2	18	due	due	ADJ
ispiv-186	2	19	to	to	ADP
ispiv-186	2	20	random	random	ADJ
ispiv-186	2	21	noise	noise	NOUN
ispiv-186	2	22	,	,	PUNCT
ispiv-186	2	23	we	we	PRON
ispiv-186	2	24	show	show	VERB
ispiv-186	2	25	/	/	SYM
ispiv-186	2	26	prove	prove	VERB
ispiv-186	2	27	the	the	DET
ispiv-186	2	28	existence	existence	NOUN
ispiv-186	2	29	of	of	ADP
ispiv-186	2	30	a	a	DET
ispiv-186	2	31	best	good	ADJ
ispiv-186	2	32	achievable	achievable	ADJ
ispiv-186	2	33	root	root	NOUN
ispiv-186	2	34	mean	mean	NOUN
ispiv-186	2	35	square	square	ADJ
ispiv-186	2	36	error	error	NOUN
ispiv-186	2	37	(	(	PUNCT
ispiv-186	2	38	rmse	rmse	NOUN
ispiv-186	2	39	)	)	PUNCT
ispiv-186	2	40	on	on	ADP
ispiv-186	2	41	particle	particle	NOUN
ispiv-186	2	42	localisation	localisation	NOUN
ispiv-186	2	43	,	,	PUNCT
ispiv-186	2	44	that	that	SCONJ
ispiv-186	2	45	,	,	PUNCT
ispiv-186	2	46	for	for	ADP
ispiv-186	2	47	a	a	DET
ispiv-186	2	48	setup	setup	NOUN
ispiv-186	2	49	at	at	ADP
ispiv-186	2	50	a	a	DET
ispiv-186	2	51	given	give	VERB
ispiv-186	2	52	seeding	seed	VERB
ispiv-186	2	53	density	density	NOUN
ispiv-186	2	54	,	,	PUNCT
ispiv-186	2	55	depends	depend	VERB
ispiv-186	2	56	only	only	ADV
ispiv-186	2	57	on	on	ADP
ispiv-186	2	58	the	the	DET
ispiv-186	2	59	noise	noise	NOUN
ispiv-186	2	60	level	level	NOUN
ispiv-186	2	61	.	.	PUNCT
ispiv-186	3	1	we	we	PRON
ispiv-186	3	2	provide	provide	VERB
ispiv-186	3	3	a	a	DET
ispiv-186	3	4	procedure	procedure	NOUN
ispiv-186	3	5	to	to	PART
ispiv-186	3	6	estimate	estimate	VERB
ispiv-186	3	7	this	this	PRON
ispiv-186	3	8	lower	lower	ADV
ispiv-186	3	9	bound	bind	VERB
ispiv-186	3	10	,	,	PUNCT
ispiv-186	3	11	and	and	CCONJ
ispiv-186	3	12	show	show	VERB
ispiv-186	3	13	that	that	SCONJ
ispiv-186	3	14	it	it	PRON
ispiv-186	3	15	can	can	AUX
ispiv-186	3	16	only	only	ADV
ispiv-186	3	17	be	be	AUX
ispiv-186	3	18	reached	reach	VERB
ispiv-186	3	19	if	if	SCONJ
ispiv-186	3	20	there	there	PRON
ispiv-186	3	21	are	be	VERB
ispiv-186	3	22	no	no	DET
ispiv-186	3	23	missed	miss	VERB
ispiv-186	3	24	detections	detection	NOUN
ispiv-186	3	25	;	;	PUNCT
ispiv-186	3	26	further	far	ADV
ispiv-186	3	27	on	on	ADV
ispiv-186	3	28	,	,	PUNCT
ispiv-186	3	29	we	we	PRON
ispiv-186	3	30	establish	establish	VERB
ispiv-186	3	31	a	a	DET
ispiv-186	3	32	link	link	NOUN
ispiv-186	3	33	between	between	ADP
ispiv-186	3	34	localisation	localisation	NOUN
ispiv-186	3	35	error	error	NOUN
ispiv-186	3	36	and	and	CCONJ
ispiv-186	3	37	fraction	fraction	NOUN
ispiv-186	3	38	of	of	ADP
ispiv-186	3	39	missed	miss	VERB
ispiv-186	3	40	particles	particle	NOUN
ispiv-186	3	41	.	.	PUNCT
ispiv-186	4	1	we	we	PRON
ispiv-186	4	2	illustrate	illustrate	VERB
ispiv-186	4	3	the	the	DET
ispiv-186	4	4	consistency	consistency	NOUN
ispiv-186	4	5	of	of	ADP
ispiv-186	4	6	this	this	DET
ispiv-186	4	7	model	model	NOUN
ispiv-186	4	8	on	on	ADP
ispiv-186	4	9	the	the	DET
ispiv-186	4	10	results	result	NOUN
ispiv-186	4	11	of	of	ADP
ispiv-186	4	12	the	the	DET
ispiv-186	4	13	recent	recent	ADJ
ispiv-186	4	14	first	first	ADJ
ispiv-186	4	15	challenge	challenge	NOUN
ispiv-186	4	16	on	on	ADP
ispiv-186	4	17	lpt	lpt	PROPN
ispiv-186	4	18	(	(	PUNCT
ispiv-186	4	19	see	see	VERB
ispiv-186	4	20	ispiv21	ispiv21	NOUN
ispiv-186	4	21	papers	paper	NOUN
ispiv-186	4	22	by	by	ADP
ispiv-186	4	23	leclaire	leclaire	PROPN
ispiv-186	4	24	et	et	PROPN
ispiv-186	4	25	al	al	PROPN
ispiv-186	4	26	.	.	PROPN
ispiv-186	4	27	and	and	CCONJ
ispiv-186	4	28	sciacchitano	sciacchitano	VERB
ispiv-186	4	29	et	et	PROPN
ispiv-186	4	30	al	al	PROPN
ispiv-186	4	31	.	.	PROPN
ispiv-186	4	32	)	)	PUNCT
ispiv-186	5	1	1	1	NUM
ispiv-186	5	2	introduction	introduction	NOUN
ispiv-186	5	3	lagrangian	lagrangian	ADJ
ispiv-186	5	4	particle	particle	NOUN
ispiv-186	5	5	tracking	tracking	NOUN
ispiv-186	5	6	(	(	PUNCT
ispiv-186	5	7	lpt	lpt	PROPN
ispiv-186	5	8	)	)	PUNCT
ispiv-186	5	9	is	be	AUX
ispiv-186	5	10	gradually	gradually	ADV
ispiv-186	5	11	becoming	become	VERB
ispiv-186	5	12	the	the	DET
ispiv-186	5	13	new	new	ADJ
ispiv-186	5	14	standard	standard	NOUN
ispiv-186	5	15	for	for	ADP
ispiv-186	5	16	high	high	ADJ
ispiv-186	5	17	seeding	seeding	NOUN
ispiv-186	5	18	density	density	NOUN
ispiv-186	5	19	3d	3d	NUM
ispiv-186	5	20	velocity	velocity	NOUN
ispiv-186	5	21	measurements	measurement	NOUN
ispiv-186	5	22	,	,	PUNCT
ispiv-186	5	23	both	both	PRON
ispiv-186	5	24	for	for	ADP
ispiv-186	5	25	time	time	NOUN
ispiv-186	5	26	-	-	PUNCT
ispiv-186	5	27	resolved	resolve	VERB
ispiv-186	5	28	series	series	NOUN
ispiv-186	5	29	(	(	PUNCT
ispiv-186	5	30	see	see	VERB
ispiv-186	5	31	e.g.	e.g.	ADV
ispiv-186	5	32	schanz	schanz	NOUN
ispiv-186	5	33	et	et	PROPN
ispiv-186	5	34	al	al	PROPN
ispiv-186	5	35	.	.	PUNCT
ispiv-186	6	1	(	(	PUNCT
ispiv-186	6	2	2016	2016	NUM
ispiv-186	6	3	)	)	PUNCT
ispiv-186	6	4	)	)	PUNCT
ispiv-186	6	5	and	and	CCONJ
ispiv-186	6	6	double	double	ADJ
ispiv-186	6	7	-	-	PUNCT
ispiv-186	6	8	frame	frame	NOUN
ispiv-186	6	9	data	datum	NOUN
ispiv-186	6	10	(	(	PUNCT
ispiv-186	6	11	then	then	ADV
ispiv-186	6	12	also	also	ADV
ispiv-186	6	13	referred	refer	VERB
ispiv-186	6	14	to	to	ADP
ispiv-186	6	15	as	as	ADP
ispiv-186	6	16	3d	3d	PROPN
ispiv-186	6	17	ptv	ptv	PROPN
ispiv-186	6	18	,	,	PUNCT
ispiv-186	6	19	see	see	VERB
ispiv-186	6	20	e.g.	e.g.	ADV
ispiv-186	6	21	fuchs	fuchs	VERB
ispiv-186	6	22	et	et	PROPN
ispiv-186	6	23	al	al	PROPN
ispiv-186	6	24	.	.	PUNCT
ispiv-186	7	1	(	(	PUNCT
ispiv-186	7	2	2016	2016	NUM
ispiv-186	7	3	)	)	PUNCT
ispiv-186	7	4	,	,	PUNCT
ispiv-186	7	5	yang	yang	PROPN
ispiv-186	7	6	et	et	PROPN
ispiv-186	7	7	al	al	PROPN
ispiv-186	7	8	.	.	PROPN
ispiv-186	8	1	(	(	PUNCT
ispiv-186	8	2	2019	2019	NUM
ispiv-186	8	3	)	)	PUNCT
ispiv-186	8	4	,	,	PUNCT
ispiv-186	8	5	lasinger	lasinger	VERB
ispiv-186	8	6	et	et	PROPN
ispiv-186	8	7	al	al	PROPN
ispiv-186	8	8	.	.	PROPN
ispiv-186	9	1	(	(	PUNCT
ispiv-186	9	2	2019	2019	NUM
ispiv-186	9	3	)	)	PUNCT
ispiv-186	9	4	,	,	PUNCT
ispiv-186	9	5	cornic	cornic	VERB
ispiv-186	9	6	et	et	PROPN
ispiv-186	9	7	al	al	PROPN
ispiv-186	9	8	.	.	PROPN
ispiv-186	10	1	(	(	PUNCT
ispiv-186	10	2	2020	2020	NUM
ispiv-186	10	3	)	)	PUNCT
ispiv-186	10	4	)	)	PUNCT
ispiv-186	10	5	.	.	PUNCT
ispiv-186	11	1	whereas	whereas	SCONJ
ispiv-186	11	2	3d	3d	PROPN
ispiv-186	11	3	piv	piv	NOUN
ispiv-186	11	4	,	,	PUNCT
ispiv-186	11	5	relying	rely	VERB
ispiv-186	11	6	on	on	ADP
ispiv-186	11	7	cross	cross	NOUN
ispiv-186	11	8	-	-	NOUN
ispiv-186	11	9	correlation	correlation	NOUN
ispiv-186	11	10	,	,	PUNCT
ispiv-186	11	11	induces	induce	VERB
ispiv-186	11	12	important	important	ADJ
ispiv-186	11	13	spatial	spatial	ADJ
ispiv-186	11	14	averaging	averaging	NOUN
ispiv-186	11	15	,	,	PUNCT
ispiv-186	11	16	and	and	CCONJ
ispiv-186	11	17	thus	thus	ADV
ispiv-186	11	18	smoothing	smooth	VERB
ispiv-186	11	19	of	of	ADP
ispiv-186	11	20	corresponding	correspond	VERB
ispiv-186	11	21	turbulent	turbulent	ADJ
ispiv-186	11	22	scales	scale	NOUN
ispiv-186	11	23	,	,	PUNCT
ispiv-186	11	24	residual	residual	ADJ
ispiv-186	11	25	error	error	NOUN
ispiv-186	11	26	on	on	ADP
ispiv-186	11	27	lpt	lpt	PROPN
ispiv-186	11	28	vectors	vector	NOUN
ispiv-186	11	29	is	be	AUX
ispiv-186	11	30	much	much	ADV
ispiv-186	11	31	smaller	small	ADJ
ispiv-186	11	32	,	,	PUNCT
ispiv-186	11	33	of	of	ADP
ispiv-186	11	34	the	the	DET
ispiv-186	11	35	order	order	NOUN
ispiv-186	11	36	of	of	ADP
ispiv-186	11	37	a	a	DET
ispiv-186	11	38	fraction	fraction	NOUN
ispiv-186	11	39	of	of	ADP
ispiv-186	11	40	the	the	DET
ispiv-186	11	41	particle	particle	NOUN
ispiv-186	11	42	image	image	NOUN
ispiv-186	11	43	size	size	NOUN
ispiv-186	11	44	.	.	PUNCT
ispiv-186	12	1	to	to	PART
ispiv-186	12	2	cope	cope	VERB
ispiv-186	12	3	with	with	ADP
ispiv-186	12	4	high	high	ADJ
ispiv-186	12	5	seeding	seed	VERB
ispiv-186	12	6	densities	density	NOUN
ispiv-186	12	7	,	,	PUNCT
ispiv-186	12	8	where	where	SCONJ
ispiv-186	12	9	algorithmic	algorithmic	ADJ
ispiv-186	12	10	performance	performance	NOUN
ispiv-186	12	11	is	be	AUX
ispiv-186	12	12	usually	usually	ADV
ispiv-186	12	13	observed	observe	VERB
ispiv-186	12	14	to	to	PART
ispiv-186	12	15	drop	drop	VERB
ispiv-186	12	16	,	,	PUNCT
ispiv-186	12	17	3d	3d	PROPN
ispiv-186	12	18	ptv	ptv	X
ispiv-186	12	19	algorithms	algorithm	NOUN
ispiv-186	12	20	are	be	AUX
ispiv-186	12	21	often	often	ADV
ispiv-186	12	22	faced	face	VERB
ispiv-186	12	23	with	with	ADP
ispiv-186	12	24	a	a	DET
ispiv-186	12	25	dilemma	dilemma	NOUN
ispiv-186	12	26	in	in	ADP
ispiv-186	12	27	the	the	DET
ispiv-186	12	28	choice	choice	NOUN
ispiv-186	12	29	of	of	ADP
ispiv-186	12	30	the	the	DET
ispiv-186	12	31	operating	operating	NOUN
ispiv-186	12	32	point	point	NOUN
ispiv-186	12	33	,	,	PUNCT
ispiv-186	12	34	between	between	ADP
ispiv-186	12	35	retrieving	retrieve	VERB
ispiv-186	12	36	as	as	ADV
ispiv-186	12	37	many	many	ADJ
ispiv-186	12	38	vectors	vector	NOUN
ispiv-186	12	39	as	as	ADP
ispiv-186	12	40	possible	possible	ADJ
ispiv-186	12	41	–	–	PUNCT
ispiv-186	12	42	at	at	ADP
ispiv-186	12	43	the	the	DET
ispiv-186	12	44	risk	risk	NOUN
ispiv-186	12	45	of	of	ADP
ispiv-186	12	46	getting	get	VERB
ispiv-186	12	47	ghost	ghost	NOUN
ispiv-186	12	48	vectors	vector	NOUN
ispiv-186	12	49	a.k.a	a.k.a	PROPN
ispiv-186	12	50	.	.	PROPN
ispiv-186	12	51	false	false	ADJ
ispiv-186	12	52	positive	positive	ADJ
ispiv-186	12	53	(	(	PUNCT
ispiv-186	12	54	fp	fp	NOUN
ispiv-186	12	55	)	)	PUNCT
ispiv-186	12	56	,	,	PUNCT
ispiv-186	12	57	and	and	CCONJ
ispiv-186	12	58	emphasising	emphasise	VERB
ispiv-186	12	59	reliability	reliability	NOUN
ispiv-186	12	60	i.e.	i.e.	X
ispiv-186	12	61	obtaining	obtain	VERB
ispiv-186	12	62	as	as	ADV
ispiv-186	12	63	few	few	ADJ
ispiv-186	12	64	fp	fp	NOUN
ispiv-186	12	65	as	as	ADP
ispiv-186	12	66	possible	possible	ADJ
ispiv-186	12	67	–	–	PUNCT
ispiv-186	12	68	at	at	ADP
ispiv-186	12	69	the	the	DET
ispiv-186	12	70	cost	cost	NOUN
ispiv-186	12	71	of	of	ADP
ispiv-186	12	72	a	a	DET
ispiv-186	12	73	large	large	ADJ
ispiv-186	12	74	number	number	NOUN
ispiv-186	12	75	of	of	ADP
ispiv-186	12	76	missed	miss	VERB
ispiv-186	12	77	true	true	ADJ
ispiv-186	12	78	vectors	vector	NOUN
ispiv-186	12	79	a.k.a	a.k.a	PROPN
ispiv-186	12	80	.	.	PROPN
ispiv-186	12	81	false	false	ADJ
ispiv-186	12	82	negative	negative	ADJ
ispiv-186	12	83	(	(	PUNCT
ispiv-186	12	84	fn	fn	NOUN
ispiv-186	12	85	)	)	PUNCT
ispiv-186	12	86	.	.	PUNCT
ispiv-186	13	1	recent	recent	ADJ
ispiv-186	13	2	literature	literature	NOUN
ispiv-186	13	3	shows	show	VERB
ispiv-186	13	4	that	that	SCONJ
ispiv-186	13	5	no	no	DET
ispiv-186	13	6	clear	clear	ADJ
ispiv-186	13	7	consensus	consensus	NOUN
ispiv-186	13	8	yet	yet	ADV
ispiv-186	13	9	exists	exist	VERB
ispiv-186	13	10	,	,	PUNCT
ispiv-186	13	11	the	the	DET
ispiv-186	13	12	two	two	NUM
ispiv-186	13	13	possible	possible	ADJ
ispiv-186	13	14	choices	choice	NOUN
ispiv-186	13	15	being	be	AUX
ispiv-186	13	16	made	make	VERB
ispiv-186	13	17	depending	depend	VERB
ispiv-186	13	18	on	on	ADP
ispiv-186	13	19	the	the	DET
ispiv-186	13	20	algorithms	algorithm	NOUN
ispiv-186	13	21	.	.	PUNCT
ispiv-186	14	1	our	our	PRON
ispiv-186	14	2	purpose	purpose	NOUN
ispiv-186	14	3	is	be	AUX
ispiv-186	14	4	twofold	twofold	ADV
ispiv-186	14	5	.	.	PUNCT
ispiv-186	15	1	the	the	DET
ispiv-186	15	2	first	first	ADJ
ispiv-186	15	3	one	one	NUM
ispiv-186	15	4	is	be	AUX
ispiv-186	15	5	to	to	PART
ispiv-186	15	6	show	show	VERB
ispiv-186	15	7	that	that	SCONJ
ispiv-186	15	8	there	there	PRON
ispiv-186	15	9	is	be	VERB
ispiv-186	15	10	a	a	DET
ispiv-186	15	11	best	good	ADJ
ispiv-186	15	12	achievable	achievable	ADJ
ispiv-186	15	13	root	root	NOUN
ispiv-186	15	14	mean	mean	NOUN
ispiv-186	15	15	square	square	ADJ
ispiv-186	15	16	error	error	NOUN
ispiv-186	15	17	(	(	PUNCT
ispiv-186	15	18	rmse	rmse	NOUN
ispiv-186	15	19	)	)	PUNCT
ispiv-186	15	20	on	on	ADP
ispiv-186	15	21	particle	particle	NOUN
ispiv-186	15	22	localisation	localisation	NOUN
ispiv-186	15	23	,	,	PUNCT
ispiv-186	15	24	depending	depend	VERB
ispiv-186	15	25	,	,	PUNCT
ispiv-186	15	26	for	for	ADP
ispiv-186	15	27	a	a	DET
ispiv-186	15	28	given	give	VERB
ispiv-186	15	29	flow	flow	NOUN
ispiv-186	15	30	and	and	CCONJ
ispiv-186	15	31	camera	camera	NOUN
ispiv-186	15	32	setup	setup	NOUN
ispiv-186	15	33	,	,	PUNCT
ispiv-186	15	34	essentially	essentially	ADV
ispiv-186	15	35	on	on	ADP
ispiv-186	15	36	the	the	DET
ispiv-186	15	37	image	image	NOUN
ispiv-186	15	38	noise	noise	NOUN
ispiv-186	15	39	and	and	CCONJ
ispiv-186	15	40	the	the	DET
ispiv-186	15	41	seeding	seed	VERB
ispiv-186	15	42	density	density	NOUN
ispiv-186	15	43	.	.	PUNCT
ispiv-186	16	1	we	we	PRON
ispiv-186	16	2	provide	provide	VERB
ispiv-186	16	3	a	a	DET
ispiv-186	16	4	way	way	NOUN
ispiv-186	16	5	to	to	PART
ispiv-186	16	6	estimate	estimate	VERB
ispiv-186	16	7	it	it	PRON
ispiv-186	16	8	.	.	PUNCT
ispiv-186	17	1	the	the	DET
ispiv-186	17	2	second	second	ADJ
ispiv-186	17	3	one	one	NOUN
ispiv-186	17	4	is	be	AUX
ispiv-186	17	5	to	to	PART
ispiv-186	17	6	show	show	VERB
ispiv-186	17	7	that	that	SCONJ
ispiv-186	17	8	the	the	DET
ispiv-186	17	9	choice	choice	NOUN
ispiv-186	17	10	consisting	consist	VERB
ispiv-186	17	11	in	in	ADP
ispiv-186	17	12	reducing	reduce	VERB
ispiv-186	17	13	as	as	ADV
ispiv-186	17	14	much	much	ADJ
ispiv-186	17	15	as	as	ADP
ispiv-186	17	16	possible	possible	ADJ
ispiv-186	17	17	the	the	DET
ispiv-186	17	18	number	number	NOUN
ispiv-186	17	19	of	of	ADP
ispiv-186	17	20	ghosts	ghost	NOUN
ispiv-186	17	21	,	,	PUNCT
ispiv-186	17	22	leading	lead	VERB
ispiv-186	17	23	potentially	potentially	ADV
ispiv-186	17	24	to	to	ADP
ispiv-186	17	25	less	less	ADV
ispiv-186	17	26	true	true	ADJ
ispiv-186	17	27	vectors	vector	NOUN
ispiv-186	17	28	retrieved	retrieve	VERB
ispiv-186	17	29	,	,	PUNCT
ispiv-186	17	30	might	might	AUX
ispiv-186	17	31	have	have	VERB
ispiv-186	17	32	some	some	DET
ispiv-186	17	33	unexpected	unexpected	ADJ
ispiv-186	17	34	consequences	consequence	NOUN
ispiv-186	17	35	on	on	ADP
ispiv-186	17	36	the	the	DET
ispiv-186	17	37	particles	particle	NOUN
ispiv-186	17	38	localisation	localisation	NOUN
ispiv-186	17	39	error	error	NOUN
ispiv-186	17	40	,	,	PUNCT
ispiv-186	17	41	and	and	CCONJ
ispiv-186	17	42	consequently	consequently	ADV
ispiv-186	17	43	on	on	ADP
ispiv-186	17	44	the	the	DET
ispiv-186	17	45	rmse	rmse	NOUN
ispiv-186	17	46	on	on	ADP
ispiv-186	17	47	the	the	DET
ispiv-186	17	48	velocity	velocity	NOUN
ispiv-186	17	49	vectors	vector	NOUN
ispiv-186	17	50	.	.	PUNCT
ispiv-186	18	1	more	more	ADV
ispiv-186	18	2	precisely	precisely	ADV
ispiv-186	18	3	,	,	PUNCT
ispiv-186	18	4	we	we	PRON
ispiv-186	18	5	find	find	VERB
ispiv-186	18	6	that	that	SCONJ
ispiv-186	18	7	a	a	DET
ispiv-186	18	8	low	low	ADJ
ispiv-186	18	9	velocity	velocity	NOUN
ispiv-186	18	10	rmse	rmse	NOUN
ispiv-186	18	11	is	be	AUX
ispiv-186	18	12	achievable	achievable	ADJ
ispiv-186	18	13	only	only	ADV
ispiv-186	18	14	provided	provide	VERB
ispiv-186	18	15	that	that	SCONJ
ispiv-186	18	16	very	very	ADV
ispiv-186	18	17	few	few	ADJ
ispiv-186	18	18	vectors	vector	NOUN
ispiv-186	18	19	are	be	AUX
ispiv-186	18	20	missed	miss	VERB
ispiv-186	18	21	;	;	PUNCT
ispiv-186	18	22	a	a	DET
ispiv-186	18	23	coupling	coupling	NOUN
ispiv-186	18	24	which	which	PRON
ispiv-186	18	25	,	,	PUNCT
ispiv-186	18	26	to	to	ADP
ispiv-186	18	27	the	the	DET
ispiv-186	18	28	best	good	ADJ
ispiv-186	18	29	of	of	ADP
ispiv-186	18	30	our	our	PRON
ispiv-186	18	31	knowledge	knowledge	NOUN
ispiv-186	18	32	,	,	PUNCT
ispiv-186	18	33	has	have	AUX
ispiv-186	18	34	not	not	PART
ispiv-186	18	35	yet	yet	ADV
ispiv-186	18	36	been	be	AUX
ispiv-186	18	37	documented	document	VERB
ispiv-186	18	38	in	in	ADP
ispiv-186	18	39	the	the	DET
ispiv-186	18	40	literature	literature	NOUN
ispiv-186	18	41	.	.	PUNCT
ispiv-186	19	1	while	while	SCONJ
ispiv-186	19	2	we	we	PRON
ispiv-186	19	3	demonstrate	demonstrate	VERB
ispiv-186	19	4	this	this	DET
ispiv-186	19	5	result	result	NOUN
ispiv-186	19	6	in	in	ADP
ispiv-186	19	7	the	the	DET
ispiv-186	19	8	framework	framework	NOUN
ispiv-186	19	9	of	of	ADP
ispiv-186	19	10	the	the	DET
ispiv-186	19	11	recently	recently	ADV
ispiv-186	19	12	introduced	introduce	VERB
ispiv-186	19	13	df	df	NOUN
ispiv-186	19	14	-	-	PUNCT
ispiv-186	19	15	tptv	tptv	NOUN
ispiv-186	19	16	algorithm	algorithm	NOUN
ispiv-186	19	17	(	(	PUNCT
ispiv-186	19	18	cornic	cornic	VERB
ispiv-186	19	19	et	et	PROPN
ispiv-186	19	20	al	al	PROPN
ispiv-186	19	21	.	.	PROPN
ispiv-186	19	22	,	,	PUNCT
ispiv-186	19	23	2020	2020	NUM
ispiv-186	19	24	)	)	PUNCT
ispiv-186	19	25	,	,	PUNCT
ispiv-186	19	26	performance	performance	NOUN
ispiv-186	19	27	metrics	metric	NOUN
ispiv-186	19	28	obtained	obtain	VERB
ispiv-186	19	29	match	match	NOUN
ispiv-186	19	30	with	with	ADP
ispiv-186	19	31	results	result	NOUN
ispiv-186	19	32	of	of	ADP
ispiv-186	19	33	the	the	DET
ispiv-186	19	34	most	most	ADV
ispiv-186	19	35	advanced	advanced	ADJ
ispiv-186	19	36	methods	method	NOUN
ispiv-186	19	37	at	at	ADP
ispiv-186	19	38	the	the	DET
ispiv-186	19	39	1st	1st	ADJ
ispiv-186	19	40	challenge	challenge	NOUN
ispiv-186	19	41	on	on	ADP
ispiv-186	19	42	lpt	lpt	PROPN
ispiv-186	19	43	(	(	PUNCT
ispiv-186	19	44	sciacchitano	sciacchitano	VERB
ispiv-186	19	45	et	et	PROPN
ispiv-186	19	46	al	al	PROPN
ispiv-186	19	47	.	.	PROPN
ispiv-186	19	48	,	,	PUNCT
ispiv-186	19	49	2020	2020	NUM
ispiv-186	19	50	)	)	PUNCT
ispiv-186	19	51	,	,	PUNCT
ispiv-186	19	52	(	(	PUNCT
ispiv-186	19	53	leclaire	leclaire	NOUN
ispiv-186	19	54	et	et	PROPN
ispiv-186	19	55	al	al	PROPN
ispiv-186	19	56	.	.	PROPN
ispiv-186	19	57	,	,	PUNCT
ispiv-186	19	58	2021	2021	NUM
ispiv-186	19	59	)	)	PUNCT
ispiv-186	19	60	thus	thus	ADV
ispiv-186	19	61	confirming	confirm	VERB
ispiv-186	19	62	its	its	PRON
ispiv-186	19	63	global	global	ADJ
ispiv-186	19	64	scope	scope	NOUN
ispiv-186	19	65	.	.	PUNCT
ispiv-186	20	1	the	the	DET
ispiv-186	20	2	paper	paper	NOUN
ispiv-186	20	3	is	be	AUX
ispiv-186	20	4	organised	organise	VERB
ispiv-186	20	5	as	as	SCONJ
ispiv-186	20	6	follows	follow	VERB
ispiv-186	20	7	.	.	PUNCT
ispiv-186	21	1	section	section	NOUN
ispiv-186	21	2	2	2	NUM
ispiv-186	21	3	briefly	briefly	NOUN
ispiv-186	21	4	describes	describe	VERB
ispiv-186	21	5	the	the	DET
ispiv-186	21	6	synthetic	synthetic	ADJ
ispiv-186	21	7	data	data	NOUN
ispiv-186	21	8	generation	generation	NOUN
ispiv-186	21	9	,	,	PUNCT
ispiv-186	21	10	intended	intend	VERB
ispiv-186	21	11	to	to	PART
ispiv-186	21	12	reflect	reflect	VERB
ispiv-186	21	13	as	as	ADV
ispiv-186	21	14	much	much	ADV
ispiv-186	21	15	as	as	ADP
ispiv-186	21	16	possible	possible	ADJ
ispiv-186	21	17	the	the	DET
ispiv-186	21	18	one	one	NUM
ispiv-186	21	19	of	of	ADP
ispiv-186	21	20	the	the	DET
ispiv-186	21	21	1st	1st	ADJ
ispiv-186	21	22	challenge	challenge	NOUN
ispiv-186	21	23	on	on	ADP
ispiv-186	21	24	lpt	lpt	PROPN
ispiv-186	21	25	(	(	PUNCT
ispiv-186	21	26	leclaire	leclaire	NOUN
ispiv-186	21	27	et	et	PROPN
ispiv-186	21	28	al	al	PROPN
ispiv-186	21	29	.	.	PROPN
ispiv-186	21	30	,	,	PUNCT
ispiv-186	21	31	2020	2020	NUM
ispiv-186	21	32	)	)	PUNCT
ispiv-186	21	33	.	.	PUNCT
ispiv-186	22	1	section	section	NOUN
ispiv-186	22	2	3	3	NUM
ispiv-186	22	3	briefly	briefly	NOUN
ispiv-186	22	4	states	state	VERB
ispiv-186	22	5	the	the	DET
ispiv-186	22	6	common	common	ADJ
ispiv-186	22	7	principles	principle	NOUN
ispiv-186	22	8	of	of	ADP
ispiv-186	22	9	tomographic	tomographic	ADJ
ispiv-186	22	10	lpt	lpt	PROPN
ispiv-186	22	11	algorithms	algorithm	NOUN
ispiv-186	22	12	and	and	CCONJ
ispiv-186	22	13	introduces	introduce	VERB
ispiv-186	22	14	the	the	DET
ispiv-186	22	15	best	good	ADJ
ispiv-186	22	16	achievable	achievable	ADJ
ispiv-186	22	17	root	root	NOUN
ispiv-186	22	18	mean	mean	NOUN
ispiv-186	22	19	square	square	ADJ
ispiv-186	22	20	error	error	NOUN
ispiv-186	22	21	on	on	ADP
ispiv-186	22	22	particle	particle	NOUN
ispiv-186	22	23	localisation	localisation	NOUN
ispiv-186	22	24	(	(	PUNCT
ispiv-186	22	25	bar	bar	NOUN
ispiv-186	22	26	)	)	PUNCT
ispiv-186	22	27	.	.	PUNCT
ispiv-186	23	1	it	it	PRON
ispiv-186	23	2	highlights	highlight	VERB
ispiv-186	23	3	the	the	DET
ispiv-186	23	4	requirement	requirement	NOUN
ispiv-186	23	5	of	of	ADP
ispiv-186	23	6	a	a	DET
ispiv-186	23	7	suitable	suitable	ADJ
ispiv-186	23	8	preconditioning	precondition	VERB
ispiv-186	23	9	technique	technique	NOUN
ispiv-186	23	10	to	to	PART
ispiv-186	23	11	perform	perform	VERB
ispiv-186	23	12	gradient	gradient	NOUN
ispiv-186	23	13	-	-	PUNCT
ispiv-186	23	14	based	base	VERB
ispiv-186	23	15	optimisation	optimisation	NOUN
ispiv-186	23	16	to	to	PART
ispiv-186	23	17	refine	refine	VERB
ispiv-186	23	18	all	all	DET
ispiv-186	23	19	particle	particle	NOUN
ispiv-186	23	20	position	position	NOUN
ispiv-186	23	21	and	and	CCONJ
ispiv-186	23	22	intensity	intensity	NOUN
ispiv-186	23	23	.	.	PUNCT
ispiv-186	24	1	section	section	NOUN
ispiv-186	24	2	4	4	NUM
ispiv-186	24	3	presents	present	VERB
ispiv-186	24	4	the	the	DET
ispiv-186	24	5	rmse	rmse	NOUN
ispiv-186	24	6	on	on	ADP
ispiv-186	24	7	particle	particle	NOUN
ispiv-186	24	8	localisation	localisation	NOUN
ispiv-186	24	9	model	model	NOUN
ispiv-186	24	10	depending	depend	VERB
ispiv-186	24	11	for	for	ADP
ispiv-186	24	12	a	a	DET
ispiv-186	24	13	given	give	VERB
ispiv-186	24	14	setup	setup	NOUN
ispiv-186	24	15	and	and	CCONJ
ispiv-186	24	16	seeding	seed	VERB
ispiv-186	24	17	density	density	NOUN
ispiv-186	24	18	on	on	ADP
ispiv-186	24	19	only	only	ADV
ispiv-186	24	20	(	(	PUNCT
ispiv-186	24	21	a	a	X
ispiv-186	24	22	)	)	PUNCT
ispiv-186	24	23	(	(	PUNCT
ispiv-186	24	24	b	b	X
ispiv-186	24	25	)	)	PUNCT
ispiv-186	24	26	figure	figure	NOUN
ispiv-186	24	27	1	1	NUM
ispiv-186	24	28	:	:	PUNCT
ispiv-186	24	29	(	(	PUNCT
ispiv-186	24	30	a	a	X
ispiv-186	24	31	):	):	PUNCT
ispiv-186	24	32	cameras	camera	NOUN
ispiv-186	24	33	setup	setup	NOUN
ispiv-186	24	34	.	.	PUNCT
ispiv-186	25	1	(	(	PUNCT
ispiv-186	25	2	b	b	NOUN
ispiv-186	25	3	):	):	PUNCT
ispiv-186	25	4	crop	crop	NOUN
ispiv-186	25	5	256×256	256×256	NUM
ispiv-186	25	6	of	of	ADP
ispiv-186	25	7	a	a	DET
ispiv-186	25	8	synthetic	synthetic	ADJ
ispiv-186	25	9	image	image	NOUN
ispiv-186	25	10	(	(	PUNCT
ispiv-186	25	11	ppp=0.12	ppp=0.12	PROPN
ispiv-186	25	12	)	)	PUNCT
ispiv-186	25	13	.	.	PUNCT
ispiv-186	26	1	two	two	NUM
ispiv-186	26	2	parameters	parameter	NOUN
ispiv-186	26	3	and	and	CCONJ
ispiv-186	26	4	deals	deal	NOUN
ispiv-186	26	5	with	with	ADP
ispiv-186	26	6	the	the	DET
ispiv-186	26	7	consistency	consistency	NOUN
ispiv-186	26	8	of	of	ADP
ispiv-186	26	9	the	the	DET
ispiv-186	26	10	model	model	NOUN
ispiv-186	26	11	predictions	prediction	NOUN
ispiv-186	26	12	with	with	ADP
ispiv-186	26	13	the	the	DET
ispiv-186	26	14	results	result	NOUN
ispiv-186	26	15	of	of	ADP
ispiv-186	26	16	the	the	DET
ispiv-186	26	17	1st	1st	ADJ
ispiv-186	26	18	challenge	challenge	NOUN
ispiv-186	26	19	on	on	ADP
ispiv-186	26	20	lpt	lpt	PROPN
ispiv-186	26	21	.	.	PROPN
ispiv-186	26	22	2	2	NUM
ispiv-186	26	23	synthetic	synthetic	NOUN
ispiv-186	26	24	data	data	NOUN
ispiv-186	26	25	generation	generation	NOUN
ispiv-186	26	26	the	the	DET
ispiv-186	26	27	ground	ground	NOUN
ispiv-186	26	28	truth	truth	NOUN
ispiv-186	26	29	of	of	ADP
ispiv-186	26	30	1st	1st	PROPN
ispiv-186	26	31	lpt	lpt	PROPN
ispiv-186	26	32	challenge	challenge	NOUN
ispiv-186	26	33	data	datum	NOUN
ispiv-186	26	34	is	be	AUX
ispiv-186	26	35	strictly	strictly	ADV
ispiv-186	26	36	dedicated	dedicate	VERB
ispiv-186	26	37	to	to	ADP
ispiv-186	26	38	the	the	DET
ispiv-186	26	39	evaluation	evaluation	NOUN
ispiv-186	26	40	of	of	ADP
ispiv-186	26	41	the	the	DET
ispiv-186	26	42	lpt	lpt	PROPN
ispiv-186	26	43	challenge	challenge	NOUN
ispiv-186	26	44	and	and	CCONJ
ispiv-186	26	45	forthcoming	forthcoming	ADJ
ispiv-186	26	46	submissions	submission	NOUN
ispiv-186	26	47	to	to	ADP
ispiv-186	26	48	the	the	DET
ispiv-186	26	49	benchmark	benchmark	NOUN
ispiv-186	26	50	site	site	NOUN
ispiv-186	26	51	(	(	PUNCT
ispiv-186	26	52	leclaire	leclaire	NOUN
ispiv-186	26	53	et	et	PROPN
ispiv-186	26	54	al	al	PROPN
ispiv-186	26	55	.	.	PROPN
ispiv-186	26	56	,	,	PUNCT
ispiv-186	26	57	2021	2021	NUM
ispiv-186	26	58	)	)	PUNCT
ispiv-186	26	59	.	.	PUNCT
ispiv-186	27	1	it	it	PRON
ispiv-186	27	2	is	be	AUX
ispiv-186	27	3	not	not	PART
ispiv-186	27	4	available	available	ADJ
ispiv-186	27	5	for	for	ADP
ispiv-186	27	6	other	other	ADJ
ispiv-186	27	7	purposes	purpose	NOUN
ispiv-186	27	8	,	,	PUNCT
ispiv-186	27	9	including	include	VERB
ispiv-186	27	10	this	this	DET
ispiv-186	27	11	work	work	NOUN
ispiv-186	27	12	.	.	PUNCT
ispiv-186	28	1	the	the	DET
ispiv-186	28	2	starting	starting	NOUN
ispiv-186	28	3	point	point	NOUN
ispiv-186	28	4	of	of	ADP
ispiv-186	28	5	this	this	DET
ispiv-186	28	6	work	work	NOUN
ispiv-186	28	7	being	be	AUX
ispiv-186	28	8	to	to	PART
ispiv-186	28	9	get	get	VERB
ispiv-186	28	10	a	a	DET
ispiv-186	28	11	better	well	ADJ
ispiv-186	28	12	understanding	understanding	NOUN
ispiv-186	28	13	of	of	ADP
ispiv-186	28	14	the	the	DET
ispiv-186	28	15	lpt	lpt	PROPN
ispiv-186	28	16	challenge	challenge	NOUN
ispiv-186	28	17	results	result	NOUN
ispiv-186	28	18	,	,	PUNCT
ispiv-186	28	19	we	we	PRON
ispiv-186	28	20	built	build	VERB
ispiv-186	28	21	a	a	DET
ispiv-186	28	22	dedicated	dedicated	ADJ
ispiv-186	28	23	synthetic	synthetic	ADJ
ispiv-186	28	24	two	two	NUM
ispiv-186	28	25	-	-	PUNCT
ispiv-186	28	26	pulse	pulse	NOUN
ispiv-186	28	27	dataset	dataset	NOUN
ispiv-186	28	28	that	that	PRON
ispiv-186	28	29	mimics	mimic	VERB
ispiv-186	28	30	as	as	ADV
ispiv-186	28	31	much	much	ADJ
ispiv-186	28	32	as	as	ADP
ispiv-186	28	33	possible	possible	ADJ
ispiv-186	28	34	the	the	DET
ispiv-186	28	35	images	image	NOUN
ispiv-186	28	36	available	available	ADJ
ispiv-186	28	37	to	to	ADP
ispiv-186	28	38	the	the	DET
ispiv-186	28	39	participants	participant	NOUN
ispiv-186	28	40	.	.	PUNCT
ispiv-186	29	1	we	we	PRON
ispiv-186	29	2	have	have	AUX
ispiv-186	29	3	used	use	VERB
ispiv-186	29	4	the	the	DET
ispiv-186	29	5	particles	particle	NOUN
ispiv-186	29	6	trajectories	trajectory	NOUN
ispiv-186	29	7	of	of	ADP
ispiv-186	29	8	the	the	DET
ispiv-186	29	9	publicly	publicly	ADV
ispiv-186	29	10	available	available	ADJ
ispiv-186	29	11	dataset	dataset	NOUN
ispiv-186	29	12	of	of	ADP
ispiv-186	29	13	the	the	DET
ispiv-186	29	14	1st	1st	ADJ
ispiv-186	29	15	challenge	challenge	NOUN
ispiv-186	29	16	on	on	ADP
ispiv-186	29	17	data	datum	NOUN
ispiv-186	29	18	assimilation	assimilation	NOUN
ispiv-186	29	19	https://w3.onera.fr/first	https://w3.onera.fr/first	PROPN
ispiv-186	29	20	lpt	lpt	PROPN
ispiv-186	29	21	and	and	CCONJ
ispiv-186	29	22	da	da	PROPN
ispiv-186	29	23	challenge/.	challenge/.	PROPN
ispiv-186	29	24	the	the	DET
ispiv-186	29	25	physical	physical	ADJ
ispiv-186	29	26	situation	situation	NOUN
ispiv-186	29	27	of	of	ADP
ispiv-186	29	28	this	this	DET
ispiv-186	29	29	case	case	NOUN
ispiv-186	29	30	is	be	AUX
ispiv-186	29	31	a	a	DET
ispiv-186	29	32	wall	wall	NOUN
ispiv-186	29	33	-	-	PUNCT
ispiv-186	29	34	bounded	bound	VERB
ispiv-186	29	35	turbulent	turbulent	ADJ
ispiv-186	29	36	cylinder	cylinder	NOUN
ispiv-186	29	37	wake	wake	VERB
ispiv-186	29	38	flow	flow	NOUN
ispiv-186	29	39	(	(	PUNCT
ispiv-186	29	40	resolved	resolve	VERB
ispiv-186	29	41	by	by	ADP
ispiv-186	29	42	les	le	NOUN
ispiv-186	29	43	)	)	PUNCT
ispiv-186	29	44	,	,	PUNCT
ispiv-186	29	45	with	with	ADP
ispiv-186	29	46	a	a	DET
ispiv-186	29	47	momentum	momentum	NOUN
ispiv-186	29	48	thickness	thickness	NOUN
ispiv-186	29	49	reynolds	reynold	NOUN
ispiv-186	29	50	number	number	NOUN
ispiv-186	29	51	of	of	ADP
ispiv-186	29	52	the	the	DET
ispiv-186	29	53	boundary	boundary	ADJ
ispiv-186	29	54	layer	layer	NOUN
ispiv-186	29	55	of	of	ADP
ispiv-186	29	56	around	around	ADP
ispiv-186	29	57	4,500	4,500	NUM
ispiv-186	29	58	.	.	PUNCT
ispiv-186	30	1	we	we	PRON
ispiv-186	30	2	used	use	VERB
ispiv-186	30	3	the	the	DET
ispiv-186	30	4	same	same	ADJ
ispiv-186	30	5	optical	optical	ADJ
ispiv-186	30	6	setup	setup	NOUN
ispiv-186	30	7	four	four	NUM
ispiv-186	30	8	virtual	virtual	ADJ
ispiv-186	30	9	cameras	camera	NOUN
ispiv-186	30	10	are	be	AUX
ispiv-186	30	11	set	set	VERB
ispiv-186	30	12	along	along	ADP
ispiv-186	30	13	an	an	DET
ispiv-186	30	14	arc	arc	NOUN
ispiv-186	30	15	of	of	ADP
ispiv-186	30	16	circle	circle	NOUN
ispiv-186	30	17	as	as	SCONJ
ispiv-186	30	18	shown	show	VERB
ispiv-186	30	19	figure	figure	NOUN
ispiv-186	30	20	1(a	1(a	NUM
ispiv-186	30	21	)	)	PUNCT
ispiv-186	30	22	and	and	CCONJ
ispiv-186	30	23	image	image	NOUN
ispiv-186	30	24	settings	setting	NOUN
ispiv-186	30	25	as	as	ADP
ispiv-186	30	26	for	for	ADP
ispiv-186	30	27	the	the	DET
ispiv-186	30	28	lpt	lpt	PROPN
ispiv-186	30	29	case	case	NOUN
ispiv-186	30	30	of	of	ADP
ispiv-186	30	31	the	the	DET
ispiv-186	30	32	challenge	challenge	NOUN
ispiv-186	30	33	,	,	PUNCT
ispiv-186	30	34	as	as	SCONJ
ispiv-186	30	35	disclosed	disclose	VERB
ispiv-186	30	36	during	during	ADP
ispiv-186	30	37	the	the	DET
ispiv-186	30	38	presentation	presentation	NOUN
ispiv-186	30	39	of	of	ADP
ispiv-186	30	40	the	the	DET
ispiv-186	30	41	challenge	challenge	NOUN
ispiv-186	30	42	results	result	NOUN
ispiv-186	30	43	during	during	ADP
ispiv-186	30	44	the	the	DET
ispiv-186	30	45	3rd	3rd	ADJ
ispiv-186	30	46	cfd	cfd	NOUN
ispiv-186	30	47	for	for	ADP
ispiv-186	30	48	piv	piv	NOUN
ispiv-186	30	49	workshop	workshop	NOUN
ispiv-186	30	50	(	(	PUNCT
ispiv-186	30	51	leclaire	leclaire	NOUN
ispiv-186	30	52	et	et	PROPN
ispiv-186	30	53	al	al	PROPN
ispiv-186	30	54	.	.	PROPN
ispiv-186	30	55	,	,	PUNCT
ispiv-186	30	56	2020	2020	NUM
ispiv-186	30	57	)	)	PUNCT
ispiv-186	30	58	.	.	PUNCT
ispiv-186	31	1	in	in	ADP
ispiv-186	31	2	particular	particular	ADJ
ispiv-186	31	3	in	in	ADP
ispiv-186	31	4	terms	term	NOUN
ispiv-186	31	5	of	of	ADP
ispiv-186	31	6	particles	particle	NOUN
ispiv-186	31	7	’	'	PUNCT
ispiv-186	31	8	polydispersity	polydispersity	NOUN
ispiv-186	31	9	with	with	ADP
ispiv-186	31	10	uniform	uniform	ADJ
ispiv-186	31	11	intensity	intensity	NOUN
ispiv-186	31	12	distribution	distribution	NOUN
ispiv-186	31	13	in	in	ADP
ispiv-186	31	14	[	[	X
ispiv-186	31	15	500,1700	500,1700	NUM
ispiv-186	31	16	]	]	PUNCT
ispiv-186	31	17	,	,	PUNCT
ispiv-186	31	18	diffraction	diffraction	NOUN
ispiv-186	31	19	limited	limit	VERB
ispiv-186	31	20	particle	particle	NOUN
ispiv-186	31	21	image	image	NOUN
ispiv-186	31	22	,	,	PUNCT
ispiv-186	31	23	photon	photon	NOUN
ispiv-186	31	24	noise	noise	NOUN
ispiv-186	31	25	(	(	PUNCT
ispiv-186	31	26	20	20	NUM
ispiv-186	31	27	counts	count	NOUN
ispiv-186	31	28	mean	mean	VERB
ispiv-186	31	29	and	and	CCONJ
ispiv-186	31	30	8	8	NUM
ispiv-186	31	31	counts	count	VERB
ispiv-186	31	32	standard	standard	ADJ
ispiv-186	31	33	deviation	deviation	NOUN
ispiv-186	31	34	)	)	PUNCT
ispiv-186	31	35	,	,	PUNCT
ispiv-186	31	36	and	and	CCONJ
ispiv-186	31	37	shot	shot	NOUN
ispiv-186	31	38	noise	noise	NOUN
ispiv-186	31	39	.	.	PUNCT
ispiv-186	32	1	we	we	PRON
ispiv-186	32	2	named	name	VERB
ispiv-186	32	3	this	this	DET
ispiv-186	32	4	dataset	dataset	ADJ
ispiv-186	32	5	hmdb	hmdb	NOUN
ispiv-186	32	6	standing	stand	VERB
ispiv-186	32	7	for	for	ADP
ispiv-186	32	8	home	home	NOUN
ispiv-186	32	9	made	make	VERB
ispiv-186	32	10	data	datum	NOUN
ispiv-186	32	11	base	base	NOUN
ispiv-186	32	12	.	.	PUNCT
ispiv-186	33	1	3	3	NUM
ispiv-186	33	2	determination	determination	NOUN
ispiv-186	33	3	of	of	ADP
ispiv-186	33	4	best	good	ADJ
ispiv-186	33	5	achievable	achievable	ADJ
ispiv-186	33	6	root	root	NOUN
ispiv-186	33	7	mean	mean	NOUN
ispiv-186	33	8	square	square	ADJ
ispiv-186	33	9	error	error	NOUN
ispiv-186	33	10	on	on	ADP
ispiv-186	33	11	particle	particle	NOUN
ispiv-186	33	12	localisation	localisation	NOUN
ispiv-186	33	13	most	most	ADJ
ispiv-186	33	14	state	state	NOUN
ispiv-186	33	15	-	-	PUNCT
ispiv-186	33	16	of	of	ADP
ispiv-186	33	17	-	-	PUNCT
ispiv-186	33	18	the	the	DET
ispiv-186	33	19	-	-	PUNCT
ispiv-186	33	20	art	art	NOUN
ispiv-186	33	21	lpt	lpt	PROPN
ispiv-186	33	22	algorithm	algorithm	NOUN
ispiv-186	33	23	based	base	VERB
ispiv-186	33	24	on	on	ADP
ispiv-186	33	25	tomographic	tomographic	ADJ
ispiv-186	33	26	principles	principle	NOUN
ispiv-186	33	27	share	share	VERB
ispiv-186	33	28	the	the	DET
ispiv-186	33	29	same	same	ADJ
ispiv-186	33	30	organisation	organisation	NOUN
ispiv-186	33	31	principle	principle	NOUN
ispiv-186	33	32	as	as	ADP
ispiv-186	33	33	sketched	sketched	ADJ
ispiv-186	33	34	figure	figure	NOUN
ispiv-186	33	35	2	2	NUM
ispiv-186	33	36	.	.	PUNCT
ispiv-186	34	1	an	an	DET
ispiv-186	34	2	image	image	NOUN
ispiv-186	34	3	-	-	PUNCT
ispiv-186	34	4	based	base	VERB
ispiv-186	34	5	detection	detection	NOUN
ispiv-186	34	6	task	task	NOUN
ispiv-186	34	7	is	be	AUX
ispiv-186	34	8	performed	perform	VERB
ispiv-186	34	9	that	that	PRON
ispiv-186	34	10	yields	yield	VERB
ispiv-186	34	11	a	a	DET
ispiv-186	34	12	rough	rough	ADJ
ispiv-186	34	13	localisation	localisation	NOUN
ispiv-186	34	14	that	that	PRON
ispiv-186	34	15	is	be	AUX
ispiv-186	34	16	refined	refine	VERB
ispiv-186	34	17	through	through	ADP
ispiv-186	34	18	an	an	DET
ispiv-186	34	19	optimisation	optimisation	NOUN
ispiv-186	34	20	process	process	NOUN
ispiv-186	34	21	.	.	PUNCT
ispiv-186	35	1	recorded	record	VERB
ispiv-186	35	2	images	image	NOUN
ispiv-186	35	3	are	be	AUX
ispiv-186	35	4	subtracted	subtract	VERB
ispiv-186	35	5	with	with	ADP
ispiv-186	35	6	predicted	predict	VERB
ispiv-186	35	7	images	image	NOUN
ispiv-186	35	8	to	to	PART
ispiv-186	35	9	form	form	VERB
ispiv-186	35	10	the	the	DET
ispiv-186	35	11	residue	residue	NOUN
ispiv-186	35	12	images	image	NOUN
ispiv-186	35	13	the	the	DET
ispiv-186	35	14	process	process	NOUN
ispiv-186	35	15	loops	loop	VERB
ispiv-186	35	16	on	on	ADP
ispiv-186	35	17	.	.	PUNCT
ispiv-186	36	1	this	this	DET
ispiv-186	36	2	loop	loop	NOUN
ispiv-186	36	3	may	may	AUX
ispiv-186	36	4	include	include	VERB
ispiv-186	36	5	in	in	ADP
ispiv-186	36	6	addition	addition	NOUN
ispiv-186	36	7	a	a	DET
ispiv-186	36	8	prediction	prediction	NOUN
ispiv-186	36	9	from	from	ADP
ispiv-186	36	10	previous	previous	ADJ
ispiv-186	36	11	time	time	NOUN
ispiv-186	36	12	steps	step	NOUN
ispiv-186	36	13	.	.	PUNCT
ispiv-186	37	1	3.1	3.1	NUM
ispiv-186	37	2	particle	particle	NOUN
ispiv-186	37	3	accurate	accurate	ADJ
ispiv-186	37	4	localisation	localisation	NOUN
ispiv-186	37	5	many	many	ADJ
ispiv-186	37	6	different	different	ADJ
ispiv-186	37	7	tomo	tomo	PROPN
ispiv-186	37	8	lpt	lpt	PROPN
ispiv-186	37	9	algorithms	algorithms	PROPN
ispiv-186	37	10	,	,	PUNCT
ispiv-186	37	11	schanz	schanz	PROPN
ispiv-186	37	12	et	et	PROPN
ispiv-186	37	13	al	al	PROPN
ispiv-186	37	14	.	.	PUNCT
ispiv-186	38	1	(	(	PUNCT
ispiv-186	38	2	2016	2016	NUM
ispiv-186	38	3	)	)	PUNCT
ispiv-186	38	4	,	,	PUNCT
ispiv-186	38	5	yang	yang	PROPN
ispiv-186	38	6	et	et	PROPN
ispiv-186	38	7	al	al	PROPN
ispiv-186	38	8	.	.	PROPN
ispiv-186	39	1	(	(	PUNCT
ispiv-186	39	2	2019	2019	NUM
ispiv-186	39	3	)	)	PUNCT
ispiv-186	39	4	and	and	CCONJ
ispiv-186	39	5	cornic	cornic	VERB
ispiv-186	39	6	et	et	PROPN
ispiv-186	39	7	al	al	PROPN
ispiv-186	39	8	.	.	PROPN
ispiv-186	40	1	(	(	PUNCT
ispiv-186	40	2	2020	2020	NUM
ispiv-186	40	3	)	)	PUNCT
ispiv-186	40	4	resort	resort	NOUN
ispiv-186	40	5	to	to	ADP
ispiv-186	40	6	minimising	minimise	VERB
ispiv-186	40	7	the	the	DET
ispiv-186	40	8	discrepancy	discrepancy	NOUN
ispiv-186	40	9	between	between	ADP
ispiv-186	40	10	recorded	record	VERB
ispiv-186	40	11	images	image	NOUN
ispiv-186	40	12	and	and	CCONJ
ispiv-186	40	13	predicted	predict	VERB
ispiv-186	40	14	images	image	NOUN
ispiv-186	40	15	given	give	VERB
ispiv-186	40	16	by	by	ADP
ispiv-186	40	17	a	a	DET
ispiv-186	40	18	particle	particle	NOUN
ispiv-186	40	19	imaging	imaging	NOUN
ispiv-186	40	20	model	model	NOUN
ispiv-186	40	21	depicted	depict	VERB
ispiv-186	40	22	in	in	ADP
ispiv-186	40	23	figure	figure	NOUN
ispiv-186	40	24	3(a	3(a	NUM
ispiv-186	40	25	)	)	PUNCT
ispiv-186	40	26	.	.	PUNCT
ispiv-186	41	1	this	this	PRON
ispiv-186	41	2	is	be	AUX
ispiv-186	41	3	also	also	ADV
ispiv-186	41	4	the	the	DET
ispiv-186	41	5	case	case	NOUN
ispiv-186	41	6	for	for	ADP
ispiv-186	41	7	ipr	ipr	PROPN
ispiv-186	41	8	wieneke	wieneke	PROPN
ispiv-186	41	9	(	(	PUNCT
ispiv-186	41	10	2013	2013	NUM
ispiv-186	41	11	)	)	PUNCT
ispiv-186	41	12	.	.	PUNCT
ispiv-186	42	1	this	this	PRON
ispiv-186	42	2	boils	boil	VERB
ispiv-186	42	3	down	down	ADP
ispiv-186	42	4	to	to	ADP
ispiv-186	42	5	minimising	minimise	VERB
ispiv-186	42	6	a	a	DET
ispiv-186	42	7	criterion	criterion	NOUN
ispiv-186	42	8	which	which	PRON
ispiv-186	42	9	is	be	AUX
ispiv-186	42	10	a	a	DET
ispiv-186	42	11	function	function	NOUN
ispiv-186	42	12	of	of	ADP
ispiv-186	42	13	3d	3d	PROPN
ispiv-186	42	14	coordinates	coordinate	NOUN
ispiv-186	42	15	xp	xp	PROPN
ispiv-186	42	16	and	and	CCONJ
ispiv-186	42	17	intensities	intensitie	VERB
ispiv-186	42	18	ep	ep	PROPN
ispiv-186	42	19	of	of	ADP
ispiv-186	42	20	each	each	DET
ispiv-186	42	21	particle	particle	NOUN
ispiv-186	42	22	p.	p.	NOUN
ispiv-186	42	23	we	we	PRON
ispiv-186	42	24	note	note	VERB
ispiv-186	42	25	:	:	PUNCT
ispiv-186	42	26	x	x	X
ispiv-186	42	27	,	,	PUNCT
ispiv-186	42	28	e	e	X
ispiv-186	42	29	=	=	SYM
ispiv-186	42	30	{	{	PUNCT
ispiv-186	42	31	xp	xp	PROPN
ispiv-186	42	32	,	,	PUNCT
ispiv-186	42	33	ep	ep	PROPN
ispiv-186	42	34	;	;	PUNCT
ispiv-186	42	35	p	p	NOUN
ispiv-186	42	36	=	=	SYM
ispiv-186	42	37	1	1	NUM
ispiv-186	42	38	·	·	PUNCT
ispiv-186	42	39	·	·	PUNCT
ispiv-186	42	40	·	·	PUNCT
ispiv-186	42	41	p	p	X
ispiv-186	42	42	}	}	PUNCT
ispiv-186	42	43	the	the	DET
ispiv-186	42	44	set	set	NOUN
ispiv-186	42	45	of	of	ADP
ispiv-186	42	46	all	all	DET
ispiv-186	42	47	the	the	DET
ispiv-186	42	48	particle	particle	NOUN
ispiv-186	42	49	3d	3d	PROPN
ispiv-186	42	50	coordinates	coordinate	NOUN
ispiv-186	42	51	and	and	CCONJ
ispiv-186	42	52	intensities	intensity	NOUN
ispiv-186	42	53	,	,	PUNCT
ispiv-186	42	54	p	p	NOUN
ispiv-186	42	55	is	be	AUX
ispiv-186	42	56	the	the	DET
ispiv-186	42	57	number	number	NOUN
ispiv-186	42	58	https://w3.onera.fr/first_lpt_and_da_challenge/	https://w3.onera.fr/first_lpt_and_da_challenge/	PROPN
ispiv-186	42	59	figure	figure	NOUN
ispiv-186	42	60	2	2	NUM
ispiv-186	42	61	:	:	PUNCT
ispiv-186	42	62	schematic	schematic	ADJ
ispiv-186	42	63	of	of	ADP
ispiv-186	42	64	tomo	tomo	PROPN
ispiv-186	42	65	lpt	lpt	PROPN
ispiv-186	42	66	algorithms	algorithms	PROPN
ispiv-186	42	67	.	.	PUNCT
ispiv-186	43	1	a	a	DET
ispiv-186	43	2	rough	rough	ADJ
ispiv-186	43	3	detection	detection	NOUN
ispiv-186	43	4	followed	follow	VERB
ispiv-186	43	5	by	by	ADP
ispiv-186	43	6	an	an	DET
ispiv-186	43	7	optimisation	optimisation	NOUN
ispiv-186	43	8	step	step	NOUN
ispiv-186	43	9	looping	loop	VERB
ispiv-186	43	10	on	on	ADP
ispiv-186	43	11	residue	residue	NOUN
ispiv-186	43	12	images	image	NOUN
ispiv-186	43	13	.	.	PUNCT
ispiv-186	44	1	(	(	PUNCT
ispiv-186	44	2	a	a	X
ispiv-186	44	3	)	)	PUNCT
ispiv-186	44	4	(	(	PUNCT
ispiv-186	44	5	b	b	X
ispiv-186	44	6	)	)	PUNCT
ispiv-186	44	7	figure	figure	NOUN
ispiv-186	44	8	3	3	NUM
ispiv-186	44	9	:	:	PUNCT
ispiv-186	44	10	(	(	PUNCT
ispiv-186	44	11	a	a	X
ispiv-186	44	12	):	):	PUNCT
ispiv-186	44	13	imaging	imaging	NOUN
ispiv-186	44	14	model	model	NOUN
ispiv-186	44	15	.	.	PUNCT
ispiv-186	45	1	(	(	PUNCT
ispiv-186	45	2	b	b	X
ispiv-186	45	3	):	):	PUNCT
ispiv-186	45	4	true	true	ADJ
ispiv-186	45	5	location	location	NOUN
ispiv-186	45	6	and	and	CCONJ
ispiv-186	45	7	estimated	estimate	VERB
ispiv-186	45	8	location	location	NOUN
ispiv-186	45	9	due	due	ADP
ispiv-186	45	10	to	to	ADP
ispiv-186	45	11	the	the	DET
ispiv-186	45	12	noise	noise	NOUN
ispiv-186	45	13	.	.	PUNCT
ispiv-186	46	1	of	of	ADP
ispiv-186	46	2	particles	particle	NOUN
ispiv-186	46	3	.	.	PUNCT
ispiv-186	47	1	the	the	DET
ispiv-186	47	2	criterion	criterion	NOUN
ispiv-186	47	3	writes	write	VERB
ispiv-186	47	4	:	:	PUNCT
ispiv-186	48	1	c	c	X
ispiv-186	48	2	(	(	PUNCT
ispiv-186	48	3	x	x	X
ispiv-186	48	4	,	,	PUNCT
ispiv-186	48	5	e	e	NOUN
ispiv-186	48	6	)	)	PUNCT
ispiv-186	48	7	=	=	PUNCT
ispiv-186	48	8	∑	∑	PUNCT
ispiv-186	48	9	c	c	X
ispiv-186	48	10	∑	∑	PUNCT
ispiv-186	48	11	x	x	X
ispiv-186	48	12	∥∥∥∥∥ic(x)−∑	∥∥∥∥∥ic(x)−∑	ADJ
ispiv-186	48	13	p	p	NOUN
ispiv-186	48	14	ephc(x−fc(xp	ephc(x−fc(xp	NOUN
ispiv-186	48	15	)	)	PUNCT
ispiv-186	48	16	)	)	PUNCT
ispiv-186	48	17	∥∥∥∥∥	∥∥∥∥∥	PROPN
ispiv-186	48	18	2	2	NUM
ispiv-186	48	19	,	,	PUNCT
ispiv-186	48	20	(	(	PUNCT
ispiv-186	48	21	1	1	X
ispiv-186	48	22	)	)	PUNCT
ispiv-186	48	23	where	where	SCONJ
ispiv-186	48	24	fc	fc	PROPN
ispiv-186	48	25	is	be	AUX
ispiv-186	48	26	the	the	DET
ispiv-186	48	27	projection	projection	NOUN
ispiv-186	48	28	function	function	NOUN
ispiv-186	48	29	for	for	ADP
ispiv-186	48	30	camera	camera	NOUN
ispiv-186	48	31	c	c	NOUN
ispiv-186	48	32	,	,	PUNCT
ispiv-186	48	33	hc	hc	PROPN
ispiv-186	48	34	denotes	denote	NOUN
ispiv-186	48	35	the	the	DET
ispiv-186	48	36	point	point	NOUN
ispiv-186	48	37	spread	spread	VERB
ispiv-186	48	38	function	function	NOUN
ispiv-186	48	39	and	and	CCONJ
ispiv-186	48	40	x	x	X
ispiv-186	48	41	is	be	AUX
ispiv-186	48	42	a	a	DET
ispiv-186	48	43	pixel	pixel	NOUN
ispiv-186	48	44	coordinate	coordinate	NOUN
ispiv-186	48	45	.	.	PUNCT
ispiv-186	49	1	we	we	PRON
ispiv-186	49	2	assume	assume	VERB
ispiv-186	49	3	that	that	SCONJ
ispiv-186	49	4	fc	fc	PROPN
ispiv-186	49	5	and	and	CCONJ
ispiv-186	49	6	hc	hc	PROPN
ispiv-186	49	7	have	have	AUX
ispiv-186	49	8	been	be	AUX
ispiv-186	49	9	calibrated	calibrate	VERB
ispiv-186	49	10	with	with	ADP
ispiv-186	49	11	enough	enough	ADJ
ispiv-186	49	12	accuracy	accuracy	NOUN
ispiv-186	49	13	so	so	SCONJ
ispiv-186	49	14	that	that	SCONJ
ispiv-186	49	15	they	they	PRON
ispiv-186	49	16	can	can	AUX
ispiv-186	49	17	be	be	AUX
ispiv-186	49	18	considered	consider	VERB
ispiv-186	49	19	as	as	ADV
ispiv-186	49	20	perfectly	perfectly	ADV
ispiv-186	49	21	known	know	VERB
ispiv-186	49	22	.	.	PUNCT
ispiv-186	50	1	3.2	3.2	NUM
ispiv-186	50	2	best	well	ADV
ispiv-186	50	3	achievable	achievable	ADJ
ispiv-186	50	4	root	root	NOUN
ispiv-186	50	5	mean	mean	NOUN
ispiv-186	50	6	square	square	ADJ
ispiv-186	50	7	error	error	NOUN
ispiv-186	50	8	on	on	ADP
ispiv-186	50	9	particles	particle	NOUN
ispiv-186	50	10	localisation	localisation	NOUN
ispiv-186	50	11	on	on	ADP
ispiv-186	50	12	synthetic	synthetic	ADJ
ispiv-186	50	13	experiments	experiment	NOUN
ispiv-186	50	14	,	,	PUNCT
ispiv-186	50	15	the	the	DET
ispiv-186	50	16	recorded	record	VERB
ispiv-186	50	17	images	image	NOUN
ispiv-186	50	18	ic	ic	PRON
ispiv-186	50	19	are	be	AUX
ispiv-186	50	20	computed	compute	VERB
ispiv-186	50	21	from	from	ADP
ispiv-186	50	22	x	x	PRON
ispiv-186	50	23	?	?	PUNCT
ispiv-186	51	1	p	p	NOUN
ispiv-186	51	2	and	and	CCONJ
ispiv-186	51	3	e	e	NOUN
ispiv-186	51	4	?	?	PUNCT
ispiv-186	52	1	p	p	X
ispiv-186	52	2	,	,	PUNCT
ispiv-186	52	3	the	the	DET
ispiv-186	52	4	true	true	ADJ
ispiv-186	52	5	location	location	NOUN
ispiv-186	52	6	and	and	CCONJ
ispiv-186	52	7	intensity	intensity	NOUN
ispiv-186	52	8	of	of	ADP
ispiv-186	52	9	particle	particle	NOUN
ispiv-186	52	10	p	p	PROPN
ispiv-186	52	11	corrupted	corrupt	VERB
ispiv-186	52	12	with	with	ADP
ispiv-186	52	13	additive	additive	ADJ
ispiv-186	52	14	noise	noise	NOUN
ispiv-186	52	15	n	n	CCONJ
ispiv-186	52	16	:	:	PUNCT
ispiv-186	52	17	ic(x	ic(x	NOUN
ispiv-186	52	18	)	)	PUNCT
ispiv-186	52	19	=	=	PUNCT
ispiv-186	53	1	∑	∑	PUNCT
ispiv-186	53	2	p	p	NOUN
ispiv-186	53	3	e	e	NOUN
ispiv-186	53	4	?	?	PUNCT
ispiv-186	53	5	phc(x−fc(x	phc(x−fc(x	NOUN
ispiv-186	53	6	?	?	PUNCT
ispiv-186	54	1	p))+n(x	p))+n(x	X
ispiv-186	54	2	)	)	PUNCT
ispiv-186	54	3	(	(	PUNCT
ispiv-186	54	4	2	2	X
ispiv-186	54	5	)	)	PUNCT
ispiv-186	54	6	let	let	VERB
ispiv-186	54	7	x̂	x̂	PROPN
ispiv-186	54	8	,	,	PUNCT
ispiv-186	54	9	ê	ê	PROPN
ispiv-186	54	10	denote	denote	VERB
ispiv-186	54	11	the	the	DET
ispiv-186	54	12	minimizer	minimizer	NOUN
ispiv-186	54	13	of	of	ADP
ispiv-186	54	14	c	c	PROPN
ispiv-186	54	15	.	.	PUNCT
ispiv-186	55	1	due	due	ADP
ispiv-186	55	2	to	to	ADP
ispiv-186	55	3	the	the	DET
ispiv-186	55	4	noise	noise	NOUN
ispiv-186	55	5	,	,	PUNCT
ispiv-186	55	6	the	the	DET
ispiv-186	55	7	value	value	NOUN
ispiv-186	55	8	of	of	ADP
ispiv-186	55	9	the	the	DET
ispiv-186	55	10	criterion	criterion	NOUN
ispiv-186	55	11	at	at	ADP
ispiv-186	55	12	true	true	ADJ
ispiv-186	55	13	locations	location	NOUN
ispiv-186	55	14	and	and	CCONJ
ispiv-186	55	15	intensities	intensity	NOUN
ispiv-186	55	16	,	,	PUNCT
ispiv-186	55	17	c	c	X
ispiv-186	55	18	(	(	PUNCT
ispiv-186	55	19	x?,e	x?,e	PROPN
ispiv-186	55	20	?	?	PUNCT
ispiv-186	55	21	)	)	PUNCT
ispiv-186	55	22	is	be	AUX
ispiv-186	55	23	not	not	PART
ispiv-186	55	24	zero	zero	NUM
ispiv-186	55	25	and	and	CCONJ
ispiv-186	55	26	furthermore	furthermore	ADV
ispiv-186	55	27	(	(	PUNCT
ispiv-186	55	28	x?,e	x?,e	PROPN
ispiv-186	55	29	?	?	PUNCT
ispiv-186	55	30	)	)	PUNCT
ispiv-186	55	31	is	be	AUX
ispiv-186	55	32	not	not	PART
ispiv-186	55	33	a	a	DET
ispiv-186	55	34	minimizer	minimizer	NOUN
ispiv-186	55	35	of	of	ADP
ispiv-186	55	36	c	c	NOUN
ispiv-186	55	37	.	.	PUNCT
ispiv-186	56	1	due	due	ADP
ispiv-186	56	2	to	to	ADP
ispiv-186	56	3	noise	noise	NOUN
ispiv-186	56	4	,	,	PUNCT
ispiv-186	56	5	x̂	x̂	NOUN
ispiv-186	56	6	drifts	drift	VERB
ispiv-186	56	7	away	away	ADV
ispiv-186	56	8	from	from	ADP
ispiv-186	56	9	x	x	PRON
ispiv-186	56	10	?	?	PUNCT
ispiv-186	56	11	leading	lead	VERB
ispiv-186	56	12	to	to	ADP
ispiv-186	56	13	discrepancies	discrepancy	NOUN
ispiv-186	56	14	between	between	ADP
ispiv-186	56	15	x̂	x̂	PUNCT
ispiv-186	56	16	and	and	CCONJ
ispiv-186	56	17	x	x	NOUN
ispiv-186	56	18	?	?	PUNCT
ispiv-186	56	19	.	.	PUNCT
ispiv-186	57	1	for	for	ADP
ispiv-186	57	2	low	low	ADJ
ispiv-186	57	3	noise	noise	NOUN
ispiv-186	57	4	level	level	NOUN
ispiv-186	57	5	,	,	PUNCT
ispiv-186	57	6	the	the	DET
ispiv-186	57	7	perturbation	perturbation	NOUN
ispiv-186	57	8	∆x(n	∆x(n	NOUN
ispiv-186	57	9	)	)	PUNCT
ispiv-186	57	10	is	be	AUX
ispiv-186	57	11	a	a	DET
ispiv-186	57	12	linear	linear	ADJ
ispiv-186	57	13	function	function	NOUN
ispiv-186	57	14	of	of	ADP
ispiv-186	57	15	the	the	DET
ispiv-186	57	16	noise	noise	NOUN
ispiv-186	57	17	realisation	realisation	NOUN
ispiv-186	57	18	n	n	CCONJ
ispiv-186	57	19	(	(	PUNCT
ispiv-186	57	20	fessler	fessler	NOUN
ispiv-186	57	21	,	,	PUNCT
ispiv-186	57	22	1996	1996	NUM
ispiv-186	57	23	)	)	PUNCT
ispiv-186	57	24	.	.	PUNCT
ispiv-186	58	1	a	a	DET
ispiv-186	58	2	similar	similar	ADJ
ispiv-186	58	3	result	result	NOUN
ispiv-186	58	4	holds	hold	VERB
ispiv-186	58	5	for	for	ADP
ispiv-186	58	6	ê	ê	PROPN
ispiv-186	58	7	.	.	PUNCT
ispiv-186	59	1	the	the	DET
ispiv-186	59	2	best	good	ADJ
ispiv-186	59	3	achievable	achievable	ADJ
ispiv-186	59	4	root	root	NOUN
ispiv-186	59	5	mean	mean	NOUN
ispiv-186	59	6	square	square	ADJ
ispiv-186	59	7	error	error	NOUN
ispiv-186	59	8	on	on	ADP
ispiv-186	59	9	particle	particle	NOUN
ispiv-186	59	10	localisation	localisation	NOUN
ispiv-186	59	11	(	(	PUNCT
ispiv-186	59	12	bar	bar	NOUN
ispiv-186	59	13	)	)	PUNCT
ispiv-186	59	14	is	be	AUX
ispiv-186	59	15	the	the	DET
ispiv-186	59	16	expected	expect	VERB
ispiv-186	59	17	value	value	NOUN
ispiv-186	59	18	of	of	ADP
ispiv-186	59	19	the	the	DET
ispiv-186	59	20	norm	norm	NOUN
ispiv-186	59	21	‖∆x(n)‖	‖∆x(n)‖	NOUN
ispiv-186	59	22	for	for	ADP
ispiv-186	59	23	the	the	DET
ispiv-186	59	24	distribution	distribution	NOUN
ispiv-186	59	25	n	n	PROPN
ispiv-186	59	26	of	of	ADP
ispiv-186	59	27	n.	n.	NOUN
ispiv-186	59	28	it	it	PRON
ispiv-186	59	29	writes	write	VERB
ispiv-186	59	30	:	:	PUNCT
ispiv-186	59	31	bar	bar	NOUN
ispiv-186	59	32	=	=	SYM
ispiv-186	59	33	en	en	X
ispiv-186	59	34	[	[	PUNCT
ispiv-186	59	35	‖∆x(n)‖√	‖∆x(n)‖√	PROPN
ispiv-186	59	36	p	p	X
ispiv-186	59	37	]	]	PUNCT
ispiv-186	59	38	.	.	PUNCT
ispiv-186	60	1	(	(	PUNCT
ispiv-186	60	2	3	3	X
ispiv-186	60	3	)	)	PUNCT
ispiv-186	60	4	here	here	ADV
ispiv-186	60	5	it	it	PRON
ispiv-186	60	6	is	be	AUX
ispiv-186	60	7	important	important	ADJ
ispiv-186	60	8	to	to	PART
ispiv-186	60	9	note	note	VERB
ispiv-186	60	10	that	that	SCONJ
ispiv-186	60	11	the	the	DET
ispiv-186	60	12	bar	bar	NOUN
ispiv-186	60	13	is	be	AUX
ispiv-186	60	14	defined	define	VERB
ispiv-186	60	15	as	as	ADP
ispiv-186	60	16	a	a	DET
ispiv-186	60	17	“	"	PUNCT
ispiv-186	60	18	true	true	ADJ
ispiv-186	60	19	”	"	PUNCT
ispiv-186	60	20	rmse	rmse	NOUN
ispiv-186	60	21	.	.	PUNCT
ispiv-186	61	1	it	it	PRON
ispiv-186	61	2	writes	write	VERB
ispiv-186	61	3	:	:	PUNCT
ispiv-186	61	4	√	√	NOUN
ispiv-186	61	5	1	1	NUM
ispiv-186	61	6	p	p	NOUN
ispiv-186	61	7	∑	∑	PUNCT
ispiv-186	61	8	p	p	X
ispiv-186	61	9	p=1	p=1	NOUN
ispiv-186	61	10	∥∥∥x̂p−x	∥∥∥x̂p−x	PROPN
ispiv-186	61	11	?	?	PUNCT
ispiv-186	62	1	p	p	NOUN
ispiv-186	62	2	∥∥∥2	∥∥∥2	NOUN
ispiv-186	62	3	and	and	CCONJ
ispiv-186	62	4	differs	differ	VERB
ispiv-186	62	5	from	from	ADP
ispiv-186	62	6	a	a	DET
ispiv-186	62	7	mean	mean	ADJ
ispiv-186	62	8	positional	positional	ADJ
ispiv-186	62	9	error	error	NOUN
ispiv-186	62	10	:	:	PUNCT
ispiv-186	62	11	1	1	NUM
ispiv-186	62	12	p	p	NOUN
ispiv-186	62	13	∑	∑	PUNCT
ispiv-186	62	14	p	p	DET
ispiv-186	62	15	p=1	p=1	NOUN
ispiv-186	62	16	√∥∥∥x̂p−x	√∥∥∥x̂p−x	NOUN
ispiv-186	62	17	?	?	PUNCT
ispiv-186	63	1	p	p	X
ispiv-186	63	2	∥∥∥2	∥∥∥2	NOUN
ispiv-186	63	3	,	,	PUNCT
ispiv-186	63	4	whose	whose	DET
ispiv-186	63	5	value	value	NOUN
ispiv-186	63	6	is	be	AUX
ispiv-186	63	7	lower	low	ADJ
ispiv-186	63	8	.	.	PUNCT
ispiv-186	64	1	estimating	estimate	VERB
ispiv-186	64	2	the	the	DET
ispiv-186	64	3	bar	bar	NOUN
ispiv-186	64	4	would	would	AUX
ispiv-186	64	5	require	require	VERB
ispiv-186	64	6	to	to	PART
ispiv-186	64	7	generate	generate	VERB
ispiv-186	64	8	many	many	ADJ
ispiv-186	64	9	images	image	NOUN
ispiv-186	64	10	with	with	ADP
ispiv-186	64	11	different	different	ADJ
ispiv-186	64	12	noise	noise	NOUN
ispiv-186	64	13	realisations	realisation	NOUN
ispiv-186	64	14	ni	ni	PROPN
ispiv-186	64	15	according	accord	VERB
ispiv-186	64	16	to	to	ADP
ispiv-186	64	17	the	the	DET
ispiv-186	64	18	law	law	NOUN
ispiv-186	64	19	of	of	ADP
ispiv-186	64	20	n	n	PROPN
ispiv-186	64	21	and	and	CCONJ
ispiv-186	64	22	then	then	ADV
ispiv-186	64	23	average	average	VERB
ispiv-186	64	24	the	the	DET
ispiv-186	64	25	obtained	obtain	VERB
ispiv-186	64	26	||∆x(ni)||	||∆x(ni)||	PROPN
ispiv-186	64	27	.	.	PUNCT
ispiv-186	65	1	as	as	ADP
ispiv-186	65	2	typical	typical	ADJ
ispiv-186	65	3	residual	residual	ADJ
ispiv-186	65	4	image	image	NOUN
ispiv-186	65	5	noise	noise	NOUN
ispiv-186	65	6	(	(	PUNCT
ispiv-186	65	7	i.e.	i.e.	X
ispiv-186	65	8	once	once	SCONJ
ispiv-186	65	9	possible	possible	ADJ
ispiv-186	65	10	light	light	ADJ
ispiv-186	65	11	reflections	reflection	NOUN
ispiv-186	65	12	have	have	AUX
ispiv-186	65	13	been	be	AUX
ispiv-186	65	14	removed	remove	VERB
ispiv-186	65	15	by	by	ADP
ispiv-186	65	16	background	background	NOUN
ispiv-186	65	17	subtraction	subtraction	NOUN
ispiv-186	65	18	)	)	PUNCT
ispiv-186	65	19	is	be	AUX
ispiv-186	65	20	uncorrelated	uncorrelate	VERB
ispiv-186	65	21	in	in	ADP
ispiv-186	65	22	space	space	NOUN
ispiv-186	65	23	,	,	PUNCT
ispiv-186	65	24	and	and	CCONJ
ispiv-186	65	25	as	as	SCONJ
ispiv-186	65	26	our	our	PRON
ispiv-186	65	27	synthetic	synthetic	ADJ
ispiv-186	65	28	experiments	experiment	NOUN
ispiv-186	65	29	involve	involve	VERB
ispiv-186	65	30	thousands	thousand	NOUN
ispiv-186	65	31	of	of	ADP
ispiv-186	65	32	particles	particle	NOUN
ispiv-186	65	33	already	already	ADV
ispiv-186	65	34	at	at	ADP
ispiv-186	65	35	low	low	ADJ
ispiv-186	65	36	seeding	seed	VERB
ispiv-186	65	37	density	density	NOUN
ispiv-186	65	38	,	,	PUNCT
ispiv-186	65	39	estimating	estimate	VERB
ispiv-186	65	40	the	the	DET
ispiv-186	65	41	bar	bar	NOUN
ispiv-186	65	42	can	can	AUX
ispiv-186	65	43	be	be	AUX
ispiv-186	65	44	achieved	achieve	VERB
ispiv-186	65	45	on	on	ADP
ispiv-186	65	46	the	the	DET
ispiv-186	65	47	basis	basis	NOUN
ispiv-186	65	48	of	of	ADP
ispiv-186	65	49	a	a	DET
ispiv-186	65	50	single	single	ADJ
ispiv-186	65	51	snapshot	snapshot	NOUN
ispiv-186	65	52	,	,	PUNCT
ispiv-186	65	53	which	which	PRON
ispiv-186	65	54	will	will	AUX
ispiv-186	65	55	lead	lead	VERB
ispiv-186	65	56	enough	enough	ADJ
ispiv-186	65	57	particle	particle	NOUN
ispiv-186	65	58	position	position	NOUN
ispiv-186	65	59	realisations	realisation	NOUN
ispiv-186	65	60	to	to	PART
ispiv-186	65	61	enable	enable	VERB
ispiv-186	65	62	convergence	convergence	NOUN
ispiv-186	65	63	of	of	ADP
ispiv-186	65	64	the	the	DET
ispiv-186	65	65	expected	expect	VERB
ispiv-186	65	66	value	value	NOUN
ispiv-186	65	67	:	:	PUNCT
ispiv-186	65	68	en	en	X
ispiv-186	65	69	[	[	PUNCT
ispiv-186	65	70	‖∆x(n)‖√	‖∆x(n)‖√	PROPN
ispiv-186	65	71	p	p	X
ispiv-186	65	72	]	]	X
ispiv-186	65	73	≈	≈	PROPN
ispiv-186	65	74	‖∆x(n	‖∆x(n	NOUN
ispiv-186	66	1	=	=	SYM
ispiv-186	66	2	nic)‖√	nic)‖√	PROPN
ispiv-186	66	3	p	p	NOUN
ispiv-186	66	4	,	,	PUNCT
ispiv-186	66	5	(	(	PUNCT
ispiv-186	66	6	4	4	X
ispiv-186	66	7	)	)	PUNCT
ispiv-186	66	8	where	where	SCONJ
ispiv-186	66	9	n	n	PROPN
ispiv-186	66	10	=	=	SYM
ispiv-186	66	11	nic	nic	PROPN
ispiv-186	66	12	stands	stand	VERB
ispiv-186	66	13	for	for	ADP
ispiv-186	66	14	the	the	DET
ispiv-186	66	15	noise	noise	NOUN
ispiv-186	66	16	realisation	realisation	NOUN
ispiv-186	66	17	of	of	ADP
ispiv-186	66	18	the	the	DET
ispiv-186	66	19	recorded	record	VERB
ispiv-186	66	20	image	image	NOUN
ispiv-186	66	21	.	.	PUNCT
ispiv-186	67	1	3.3	3.3	NUM
ispiv-186	67	2	optimisation	optimisation	NOUN
ispiv-186	67	3	computing	compute	VERB
ispiv-186	67	4	∆x	∆x	PROPN
ispiv-186	67	5	boils	boil	VERB
ispiv-186	67	6	down	down	ADP
ispiv-186	67	7	to	to	ADP
ispiv-186	67	8	finding	find	VERB
ispiv-186	67	9	the	the	DET
ispiv-186	67	10	minimizer	minimizer	NOUN
ispiv-186	67	11	of	of	ADP
ispiv-186	67	12	c	c	NOUN
ispiv-186	67	13	close	close	ADJ
ispiv-186	67	14	to	to	ADP
ispiv-186	67	15	(	(	PUNCT
ispiv-186	67	16	x?,e	x?,e	PROPN
ispiv-186	67	17	?	?	PUNCT
ispiv-186	67	18	)	)	PUNCT
ispiv-186	67	19	.	.	PUNCT
ispiv-186	68	1	a	a	DET
ispiv-186	68	2	straightforward	straightforward	ADJ
ispiv-186	68	3	way	way	NOUN
ispiv-186	68	4	to	to	PART
ispiv-186	68	5	do	do	VERB
ispiv-186	68	6	so	so	ADV
ispiv-186	68	7	is	be	AUX
ispiv-186	68	8	to	to	PART
ispiv-186	68	9	use	use	VERB
ispiv-186	68	10	an	an	DET
ispiv-186	68	11	optimisation	optimisation	NOUN
ispiv-186	68	12	algorithm	algorithm	NOUN
ispiv-186	68	13	suitable	suitable	ADJ
ispiv-186	68	14	for	for	ADP
ispiv-186	68	15	non	non	ADJ
ispiv-186	68	16	linear	linear	ADJ
ispiv-186	68	17	high	high	ADJ
ispiv-186	68	18	dimension	dimension	NOUN
ispiv-186	68	19	problems	problem	NOUN
ispiv-186	68	20	–	–	PUNCT
ispiv-186	68	21	here	here	ADV
ispiv-186	68	22	four	four	NUM
ispiv-186	68	23	times	time	NOUN
ispiv-186	68	24	the	the	DET
ispiv-186	68	25	number	number	NOUN
ispiv-186	68	26	of	of	ADP
ispiv-186	68	27	particles	particle	NOUN
ispiv-186	68	28	because	because	SCONJ
ispiv-186	68	29	we	we	PRON
ispiv-186	68	30	also	also	ADV
ispiv-186	68	31	must	must	AUX
ispiv-186	68	32	account	account	VERB
ispiv-186	68	33	for	for	ADP
ispiv-186	68	34	the	the	DET
ispiv-186	68	35	particles	particle	NOUN
ispiv-186	68	36	intensity	intensity	NOUN
ispiv-186	68	37	–	–	PUNCT
ispiv-186	68	38	starting	start	VERB
ispiv-186	68	39	from	from	ADP
ispiv-186	68	40	the	the	DET
ispiv-186	68	41	first	first	ADJ
ispiv-186	68	42	guess	guess	NOUN
ispiv-186	68	43	(	(	PUNCT
ispiv-186	68	44	x?,e	x?,e	PROPN
ispiv-186	68	45	?	?	PUNCT
ispiv-186	68	46	)	)	PUNCT
ispiv-186	68	47	.	.	PUNCT
ispiv-186	69	1	with	with	ADP
ispiv-186	69	2	tens	ten	NOUN
ispiv-186	69	3	of	of	ADP
ispiv-186	69	4	thousand	thousand	NUM
ispiv-186	69	5	of	of	ADP
ispiv-186	69	6	particles	particle	NOUN
ispiv-186	69	7	,	,	PUNCT
ispiv-186	69	8	computing	compute	VERB
ispiv-186	69	9	the	the	DET
ispiv-186	69	10	hessian	hessian	ADJ
ispiv-186	69	11	matrix	matrix	NOUN
ispiv-186	69	12	of	of	ADP
ispiv-186	69	13	c	c	PROPN
ispiv-186	69	14	or	or	CCONJ
ispiv-186	69	15	its	its	PRON
ispiv-186	69	16	inverse	inverse	NOUN
ispiv-186	69	17	is	be	AUX
ispiv-186	69	18	impractical	impractical	ADJ
ispiv-186	69	19	and	and	CCONJ
ispiv-186	69	20	newton	newton	PROPN
ispiv-186	69	21	’s	’s	PART
ispiv-186	69	22	methods	method	NOUN
ispiv-186	69	23	are	be	AUX
ispiv-186	69	24	definitely	definitely	ADV
ispiv-186	69	25	out	out	ADP
ispiv-186	69	26	of	of	ADP
ispiv-186	69	27	reach	reach	NOUN
ispiv-186	69	28	.	.	PUNCT
ispiv-186	70	1	even	even	ADV
ispiv-186	70	2	quasi	quasi	ADJ
ispiv-186	70	3	-	-	ADJ
ispiv-186	70	4	newton	newton	PROPN
ispiv-186	70	5	method	method	NOUN
ispiv-186	70	6	like	like	ADP
ispiv-186	70	7	bfgs	bfgs	ADJ
ispiv-186	70	8	algorithm	algorithm	NOUN
ispiv-186	70	9	with	with	ADP
ispiv-186	70	10	a	a	DET
ispiv-186	70	11	computational	computational	ADJ
ispiv-186	70	12	complexity	complexity	NOUN
ispiv-186	70	13	of	of	ADP
ispiv-186	70	14	o(16p2	o(16p2	NOUN
ispiv-186	70	15	)	)	PUNCT
ispiv-186	70	16	turns	turn	VERB
ispiv-186	70	17	out	out	ADP
ispiv-186	70	18	to	to	PART
ispiv-186	70	19	be	be	AUX
ispiv-186	70	20	impractical	impractical	ADJ
ispiv-186	70	21	and	and	CCONJ
ispiv-186	70	22	one	one	NUM
ispiv-186	70	23	has	have	VERB
ispiv-186	70	24	to	to	PART
ispiv-186	70	25	turn	turn	VERB
ispiv-186	70	26	to	to	ADP
ispiv-186	70	27	l	l	NOUN
ispiv-186	70	28	-	-	VERB
ispiv-186	70	29	bfgs	bfgs	ADJ
ispiv-186	70	30	with	with	ADP
ispiv-186	70	31	complexity	complexity	NOUN
ispiv-186	70	32	o(4p	o(4p	NUM
ispiv-186	70	33	)	)	PUNCT
ispiv-186	70	34	or	or	CCONJ
ispiv-186	70	35	improved	improve	VERB
ispiv-186	70	36	gradient	gradient	ADJ
ispiv-186	70	37	descent	descent	NOUN
ispiv-186	70	38	like	like	ADP
ispiv-186	70	39	eg	eg	NOUN
ispiv-186	70	40	.	.	PUNCT
ispiv-186	71	1	conjugate	conjugate	ADJ
ispiv-186	71	2	gradient	gradient	NOUN
ispiv-186	71	3	(	(	PUNCT
ispiv-186	71	4	cg	cg	NOUN
ispiv-186	71	5	)	)	PUNCT
ispiv-186	71	6	.	.	PUNCT
ispiv-186	72	1	but	but	CCONJ
ispiv-186	72	2	straightforward	straightforward	ADJ
ispiv-186	72	3	application	application	NOUN
ispiv-186	72	4	of	of	ADP
ispiv-186	72	5	latter	latter	ADJ
ispiv-186	72	6	techniques	technique	NOUN
ispiv-186	72	7	fail	fail	VERB
ispiv-186	72	8	in	in	ADP
ispiv-186	72	9	practice	practice	NOUN
ispiv-186	72	10	due	due	ADJ
ispiv-186	72	11	ill	ill	ADJ
ispiv-186	72	12	conditioned	condition	VERB
ispiv-186	72	13	criterion	criterion	NOUN
ispiv-186	72	14	c	c	NOUN
ispiv-186	72	15	.	.	PUNCT
ispiv-186	73	1	3.4	3.4	NUM
ispiv-186	73	2	preconditioning	precondition	VERB
ispiv-186	73	3	c	c	NOUN
ispiv-186	73	4	suffers	suffer	VERB
ispiv-186	73	5	from	from	ADP
ispiv-186	73	6	a	a	DET
ispiv-186	73	7	conditioning	conditioning	NOUN
ispiv-186	73	8	problem	problem	NOUN
ispiv-186	73	9	that	that	PRON
ispiv-186	73	10	originates	originate	VERB
ispiv-186	73	11	in	in	ADP
ispiv-186	73	12	the	the	DET
ispiv-186	73	13	fact	fact	NOUN
ispiv-186	73	14	that	that	SCONJ
ispiv-186	73	15	positional	positional	ADJ
ispiv-186	73	16	gradients	gradient	NOUN
ispiv-186	73	17	are	be	AUX
ispiv-186	73	18	several	several	ADJ
ispiv-186	73	19	order	order	NOUN
ispiv-186	73	20	of	of	ADP
ispiv-186	73	21	magnitude	magnitude	NOUN
ispiv-186	73	22	greater	great	ADJ
ispiv-186	73	23	than	than	ADP
ispiv-186	73	24	intensity	intensity	NOUN
ispiv-186	73	25	gradients	gradient	NOUN
ispiv-186	73	26	.	.	PUNCT
ispiv-186	74	1	when	when	SCONJ
ispiv-186	74	2	using	use	VERB
ispiv-186	74	3	l	l	NOUN
ispiv-186	74	4	-	-	ADJ
ispiv-186	74	5	bfgs	bfgs	ADJ
ispiv-186	74	6	or	or	CCONJ
ispiv-186	74	7	cg	cg	NOUN
ispiv-186	74	8	,	,	PUNCT
ispiv-186	74	9	it	it	PRON
ispiv-186	74	10	results	result	VERB
ispiv-186	74	11	in	in	ADP
ispiv-186	74	12	intensity	intensity	NOUN
ispiv-186	74	13	values	value	NOUN
ispiv-186	74	14	that	that	PRON
ispiv-186	74	15	virtually	virtually	ADV
ispiv-186	74	16	do	do	AUX
ispiv-186	74	17	not	not	PART
ispiv-186	74	18	change	change	VERB
ispiv-186	74	19	through	through	ADP
ispiv-186	74	20	the	the	DET
ispiv-186	74	21	iterations	iteration	NOUN
ispiv-186	74	22	and	and	CCONJ
ispiv-186	74	23	impede	impede	VERB
ispiv-186	74	24	the	the	DET
ispiv-186	74	25	accuracy	accuracy	NOUN
ispiv-186	74	26	of	of	ADP
ispiv-186	74	27	localisation	localisation	NOUN
ispiv-186	74	28	.	.	PUNCT
ispiv-186	75	1	this	this	PRON
ispiv-186	75	2	can	can	AUX
ispiv-186	75	3	be	be	AUX
ispiv-186	75	4	illustrated	illustrate	VERB
ispiv-186	75	5	on	on	ADP
ispiv-186	75	6	a	a	DET
ispiv-186	75	7	toy	toy	NOUN
ispiv-186	75	8	example	example	NOUN
ispiv-186	75	9	with	with	ADP
ispiv-186	75	10	only	only	ADV
ispiv-186	75	11	one	one	NUM
ispiv-186	75	12	particle	particle	NOUN
ispiv-186	75	13	and	and	CCONJ
ispiv-186	75	14	no	no	DET
ispiv-186	75	15	noise	noise	NOUN
ispiv-186	75	16	.	.	PUNCT
ispiv-186	76	1	the	the	DET
ispiv-186	76	2	first	first	ADJ
ispiv-186	76	3	guess	guess	NOUN
ispiv-186	76	4	has	have	VERB
ispiv-186	76	5	a	a	DET
ispiv-186	76	6	localisation	localisation	NOUN
ispiv-186	76	7	error	error	NOUN
ispiv-186	76	8	on	on	ADP
ispiv-186	76	9	the	the	DET
ispiv-186	76	10	3	3	NUM
ispiv-186	76	11	axes	axis	NOUN
ispiv-186	76	12	of	of	ADP
ispiv-186	76	13	[	[	X
ispiv-186	76	14	0.74	0.74	NUM
ispiv-186	76	15	,	,	PUNCT
ispiv-186	76	16	-0.45,1	-0.45,1	PROPN
ispiv-186	76	17	]	]	X
ispiv-186	76	18	voxel	voxel	PROPN
ispiv-186	76	19	(	(	PUNCT
ispiv-186	76	20	vx	vx	PROPN
ispiv-186	76	21	)	)	PUNCT
ispiv-186	76	22	,	,	PUNCT
ispiv-186	76	23	whose	whose	DET
ispiv-186	76	24	size	size	NOUN
ispiv-186	76	25	is	be	AUX
ispiv-186	76	26	equal	equal	ADJ
ispiv-186	76	27	to	to	ADP
ispiv-186	76	28	the	the	DET
ispiv-186	76	29	backprojection	backprojection	NOUN
ispiv-186	76	30	of	of	ADP
ispiv-186	76	31	a	a	DET
ispiv-186	76	32	pixel	pixel	NOUN
ispiv-186	76	33	ie	ie	X
ispiv-186	76	34	.	.	PUNCT
ispiv-186	77	1	a	a	DET
ispiv-186	77	2	voxel	voxel	PROPN
ispiv-186	77	3	to	to	PART
ispiv-186	77	4	pixel	pixel	VERB
ispiv-186	77	5	ratio	ratio	PROPN
ispiv-186	77	6	v	v	PROPN
ispiv-186	77	7	/	/	SYM
ispiv-186	77	8	p	p	NOUN
ispiv-186	77	9	equal	equal	ADJ
ispiv-186	77	10	to	to	ADP
ispiv-186	77	11	1	1	NUM
ispiv-186	77	12	,	,	PUNCT
ispiv-186	77	13	and	and	CCONJ
ispiv-186	77	14	an	an	DET
ispiv-186	77	15	intensity	intensity	NOUN
ispiv-186	77	16	error	error	NOUN
ispiv-186	77	17	of	of	ADP
ispiv-186	77	18	10	10	NUM
ispiv-186	77	19	%	%	NOUN
ispiv-186	77	20	.	.	PUNCT
ispiv-186	78	1	initial	initial	ADJ
ispiv-186	78	2	residue	residue	NOUN
ispiv-186	78	3	images	image	NOUN
ispiv-186	78	4	(	(	PUNCT
ispiv-186	78	5	ic−	ic−	X
ispiv-186	78	6	iguess	iguess	NOUN
ispiv-186	78	7	)	)	PUNCT
ispiv-186	78	8	are	be	AUX
ispiv-186	78	9	shown	show	VERB
ispiv-186	78	10	figure	figure	NOUN
ispiv-186	78	11	4(a	4(a	NUM
ispiv-186	78	12	)	)	PUNCT
ispiv-186	78	13	.	.	PUNCT
ispiv-186	79	1	negative	negative	ADJ
ispiv-186	79	2	values	value	NOUN
ispiv-186	79	3	,	,	PUNCT
ispiv-186	79	4	appearing	appear	VERB
ispiv-186	79	5	dark	dark	ADJ
ispiv-186	79	6	blue	blue	ADJ
ispiv-186	79	7	,	,	PUNCT
ispiv-186	79	8	show	show	VERB
ispiv-186	79	9	how	how	SCONJ
ispiv-186	79	10	much	much	ADJ
ispiv-186	79	11	shifted	shift	VERB
ispiv-186	79	12	the	the	DET
ispiv-186	79	13	guessed	guess	VERB
ispiv-186	79	14	particle	particle	NOUN
ispiv-186	79	15	is	be	AUX
ispiv-186	79	16	.	.	PUNCT
ispiv-186	80	1	it	it	PRON
ispiv-186	80	2	may	may	AUX
ispiv-186	80	3	be	be	AUX
ispiv-186	80	4	seen	see	VERB
ispiv-186	80	5	figure	figure	NOUN
ispiv-186	80	6	4(b	4(b	NUM
ispiv-186	80	7	)	)	PUNCT
ispiv-186	80	8	that	that	PRON
ispiv-186	80	9	bfgs	bfgs	VERB
ispiv-186	80	10	which	which	PRON
ispiv-186	80	11	determines	determine	VERB
ispiv-186	80	12	the	the	DET
ispiv-186	80	13	descent	descent	NOUN
ispiv-186	80	14	direction	direction	NOUN
ispiv-186	80	15	by	by	ADP
ispiv-186	80	16	preconditioning	precondition	VERB
ispiv-186	80	17	the	the	DET
ispiv-186	80	18	gradient	gradient	NOUN
ispiv-186	80	19	with	with	ADP
ispiv-186	80	20	curvature	curvature	NOUN
ispiv-186	80	21	information	information	NOUN
ispiv-186	80	22	is	be	AUX
ispiv-186	80	23	not	not	PART
ispiv-186	80	24	prone	prone	ADJ
ispiv-186	80	25	to	to	ADP
ispiv-186	80	26	the	the	DET
ispiv-186	80	27	conditioning	conditioning	NOUN
ispiv-186	80	28	problem	problem	NOUN
ispiv-186	80	29	and	and	CCONJ
ispiv-186	80	30	correctly	correctly	ADV
ispiv-186	80	31	estimates	estimate	VERB
ispiv-186	80	32	the	the	DET
ispiv-186	80	33	intensity	intensity	NOUN
ispiv-186	80	34	.	.	PUNCT
ispiv-186	81	1	this	this	PRON
ispiv-186	81	2	is	be	AUX
ispiv-186	81	3	not	not	PART
ispiv-186	81	4	the	the	DET
ispiv-186	81	5	case	case	NOUN
ispiv-186	81	6	for	for	ADP
ispiv-186	81	7	l	l	NOUN
ispiv-186	81	8	-	-	ADJ
ispiv-186	81	9	bfgs	bfgs	ADJ
ispiv-186	81	10	:	:	PUNCT
ispiv-186	81	11	the	the	DET
ispiv-186	81	12	intensity	intensity	NOUN
ispiv-186	81	13	stay	stay	VERB
ispiv-186	81	14	still	still	ADV
ispiv-186	81	15	through	through	ADP
ispiv-186	81	16	the	the	DET
ispiv-186	81	17	iterations	iteration	NOUN
ispiv-186	81	18	and	and	CCONJ
ispiv-186	81	19	leads	lead	VERB
ispiv-186	81	20	to	to	ADP
ispiv-186	81	21	a	a	DET
ispiv-186	81	22	localisation	localisation	NOUN
ispiv-186	81	23	error	error	NOUN
ispiv-186	81	24	2.5	2.5	NUM
ispiv-186	81	25	times	time	NOUN
ispiv-186	81	26	higher	high	ADJ
ispiv-186	81	27	as	as	SCONJ
ispiv-186	81	28	shown	show	VERB
ispiv-186	81	29	figure	figure	NOUN
ispiv-186	81	30	4(b	4(b	NUM
ispiv-186	81	31	)	)	PUNCT
ispiv-186	81	32	.	.	PUNCT
ispiv-186	82	1	a	a	DET
ispiv-186	82	2	good	good	ADJ
ispiv-186	82	3	conditioning	conditioning	NOUN
ispiv-186	82	4	is	be	AUX
ispiv-186	82	5	when	when	SCONJ
ispiv-186	82	6	the	the	DET
ispiv-186	82	7	criterion	criterion	NOUN
ispiv-186	82	8	has	have	VERB
ispiv-186	82	9	more	more	ADV
ispiv-186	82	10	or	or	CCONJ
ispiv-186	82	11	less	less	ADV
ispiv-186	82	12	the	the	DET
ispiv-186	82	13	same	same	ADJ
ispiv-186	82	14	curvature	curvature	NOUN
ispiv-186	82	15	in	in	ADP
ispiv-186	82	16	all	all	DET
ispiv-186	82	17	the	the	DET
ispiv-186	82	18	directions	direction	NOUN
ispiv-186	82	19	,	,	PUNCT
ispiv-186	82	20	ie	ie	X
ispiv-186	82	21	.	.	PUNCT
ispiv-186	83	1	when	when	SCONJ
ispiv-186	83	2	its	its	PRON
ispiv-186	83	3	hessian	hessian	NOUN
ispiv-186	83	4	is	be	AUX
ispiv-186	83	5	close	close	ADJ
ispiv-186	83	6	to	to	ADP
ispiv-186	83	7	the	the	DET
ispiv-186	83	8	identity	identity	NOUN
ispiv-186	83	9	matrix	matrix	NOUN
ispiv-186	83	10	(	(	PUNCT
ispiv-186	83	11	up	up	ADP
ispiv-186	83	12	to	to	ADP
ispiv-186	83	13	a	a	DET
ispiv-186	83	14	scale	scale	NOUN
ispiv-186	83	15	factor	factor	NOUN
ispiv-186	83	16	)	)	PUNCT
ispiv-186	83	17	.	.	PUNCT
ispiv-186	84	1	let	let	VERB
ispiv-186	84	2	’s	’s	NOUN
ispiv-186	84	3	note	note	VERB
ispiv-186	84	4	θ	θ	PROPN
ispiv-186	84	5	the	the	DET
ispiv-186	84	6	vector	vector	NOUN
ispiv-186	84	7	of	of	ADP
ispiv-186	84	8	particles	particle	NOUN
ispiv-186	84	9	positions	position	NOUN
ispiv-186	84	10	and	and	CCONJ
ispiv-186	84	11	intensities	intensity	NOUN
ispiv-186	84	12	.	.	PUNCT
ispiv-186	85	1	preconditioning	precondition	VERB
ispiv-186	85	2	amounts	amount	NOUN
ispiv-186	85	3	to	to	ADP
ispiv-186	85	4	applying	apply	VERB
ispiv-186	85	5	a	a	DET
ispiv-186	85	6	change	change	NOUN
ispiv-186	85	7	of	of	ADP
ispiv-186	85	8	variable	variable	ADJ
ispiv-186	85	9	θ′	θ′	NOUN
ispiv-186	85	10	=	=	PUNCT
ispiv-186	85	11	mθ	mθ	NOUN
ispiv-186	85	12	such	such	ADJ
ispiv-186	85	13	that	that	SCONJ
ispiv-186	85	14	the	the	DET
ispiv-186	85	15	condition	condition	NOUN
ispiv-186	85	16	number	number	NOUN
ispiv-186	85	17	of	of	ADP
ispiv-186	85	18	c̃	c̃	PROPN
ispiv-186	85	19	(	(	PUNCT
ispiv-186	85	20	θ′	θ′	NOUN
ispiv-186	85	21	)	)	PUNCT
ispiv-186	85	22	=	=	SYM
ispiv-186	86	1	c	c	NOUN
ispiv-186	86	2	(	(	PUNCT
ispiv-186	86	3	m−1θ′	m−1θ′	NOUN
ispiv-186	86	4	)	)	PUNCT
ispiv-186	86	5	is	be	AUX
ispiv-186	86	6	better	well	ADJ
ispiv-186	86	7	than	than	ADP
ispiv-186	86	8	that	that	PRON
ispiv-186	86	9	of	of	ADP
ispiv-186	86	10	c	c	PROPN
ispiv-186	86	11	(	(	PUNCT
ispiv-186	86	12	θ	θ	NOUN
ispiv-186	86	13	)	)	PUNCT
ispiv-186	86	14	.	.	PUNCT
ispiv-186	87	1	it	it	PRON
ispiv-186	87	2	can	can	AUX
ispiv-186	87	3	easily	easily	ADV
ispiv-186	87	4	be	be	AUX
ispiv-186	87	5	shown	show	VERB
ispiv-186	87	6	that	that	SCONJ
ispiv-186	87	7	:	:	PUNCT
ispiv-186	87	8	∇2c̃	∇2c̃	ADJ
ispiv-186	87	9	(	(	PUNCT
ispiv-186	87	10	θ′	θ′	NOUN
ispiv-186	87	11	)	)	PUNCT
ispiv-186	87	12	=	=	SYM
ispiv-186	87	13	m−t∇2c	m−t∇2c	PROPN
ispiv-186	87	14	(	(	PUNCT
ispiv-186	87	15	m−1θ′)m−1	m−1θ′)m−1	PROPN
ispiv-186	87	16	.	.	PUNCT
ispiv-186	88	1	using	use	VERB
ispiv-186	88	2	the	the	DET
ispiv-186	88	3	cholesky	cholesky	ADJ
ispiv-186	88	4	decomposition	decomposition	NOUN
ispiv-186	88	5	:	:	PUNCT
ispiv-186	88	6	∇2c	∇2c	PROPN
ispiv-186	88	7	(	(	PUNCT
ispiv-186	88	8	m−1θ′	m−1θ′	NOUN
ispiv-186	88	9	)	)	PUNCT
ispiv-186	88	10	=	=	SYM
ispiv-186	89	1	llt	llt	NOUN
ispiv-186	89	2	and	and	CCONJ
ispiv-186	89	3	setting	set	VERB
ispiv-186	89	4	m	m	VERB
ispiv-186	89	5	=	=	VERB
ispiv-186	89	6	lt	lt	DET
ispiv-186	89	7	yields	yield	NOUN
ispiv-186	89	8	:	:	PUNCT
ispiv-186	89	9	∇2c̃	∇2c̃	ADJ
ispiv-186	89	10	(	(	PUNCT
ispiv-186	89	11	θ′	θ′	NOUN
ispiv-186	89	12	)	)	PUNCT
ispiv-186	89	13	=	=	SYM
ispiv-186	90	1	i	i	PRON
ispiv-186	90	2	(	(	PUNCT
ispiv-186	90	3	nocedal	nocedal	NOUN
ispiv-186	90	4	and	and	CCONJ
ispiv-186	90	5	wright	wright	PROPN
ispiv-186	90	6	,	,	PUNCT
ispiv-186	90	7	2006	2006	NUM
ispiv-186	90	8	)	)	PUNCT
ispiv-186	90	9	.	.	PUNCT
ispiv-186	91	1	green	green	ADJ
ispiv-186	91	2	curve	curve	NOUN
ispiv-186	91	3	in	in	ADP
ispiv-186	91	4	figure	figure	NOUN
ispiv-186	91	5	4(a	4(a	NUM
ispiv-186	91	6	)	)	PUNCT
ispiv-186	91	7	shows	show	VERB
ispiv-186	91	8	that	that	SCONJ
ispiv-186	91	9	using	use	VERB
ispiv-186	91	10	this	this	DET
ispiv-186	91	11	preconditioning	precondition	VERB
ispiv-186	91	12	for	for	ADP
ispiv-186	91	13	θ	θ	PROPN
ispiv-186	91	14	equal	equal	ADJ
ispiv-186	91	15	to	to	ADP
ispiv-186	91	16	the	the	DET
ispiv-186	91	17	first	first	ADJ
ispiv-186	91	18	guess	guess	NOUN
ispiv-186	91	19	,	,	PUNCT
ispiv-186	91	20	the	the	DET
ispiv-186	91	21	optimisation	optimisation	NOUN
ispiv-186	91	22	through	through	ADP
ispiv-186	91	23	l	l	NOUN
ispiv-186	91	24	-	-	ADJ
ispiv-186	91	25	bfgs	bfgs	ADJ
ispiv-186	91	26	reaches	reach	VERB
ispiv-186	91	27	the	the	DET
ispiv-186	91	28	same	same	ADJ
ispiv-186	91	29	performances	performance	NOUN
ispiv-186	91	30	as	as	ADP
ispiv-186	91	31	bfgs	bfg	VERB
ispiv-186	91	32	with	with	ADP
ispiv-186	91	33	a	a	DET
ispiv-186	91	34	good	good	ADJ
ispiv-186	91	35	estimation	estimation	NOUN
ispiv-186	91	36	of	of	ADP
ispiv-186	91	37	intensity	intensity	NOUN
ispiv-186	91	38	.	.	PUNCT
ispiv-186	92	1	but	but	CCONJ
ispiv-186	92	2	this	this	DET
ispiv-186	92	3	approach	approach	NOUN
ispiv-186	92	4	is	be	AUX
ispiv-186	92	5	impractical	impractical	ADJ
ispiv-186	92	6	with	with	ADP
ispiv-186	92	7	tens	ten	NOUN
ispiv-186	92	8	of	of	ADP
ispiv-186	92	9	thousands	thousand	NOUN
ispiv-186	92	10	of	of	ADP
ispiv-186	92	11	particles	particle	NOUN
ispiv-186	92	12	since	since	SCONJ
ispiv-186	92	13	we	we	PRON
ispiv-186	92	14	can	can	AUX
ispiv-186	92	15	not	not	PART
ispiv-186	92	16	neither	neither	CCONJ
ispiv-186	92	17	compute	compute	VERB
ispiv-186	92	18	/	/	SYM
ispiv-186	92	19	store	store	NOUN
ispiv-186	92	20	∇2c	∇2c	PROPN
ispiv-186	92	21	(	(	PUNCT
ispiv-186	92	22	θ	θ	NOUN
ispiv-186	92	23	)	)	PUNCT
ispiv-186	92	24	nor	nor	CCONJ
ispiv-186	92	25	its	its	PRON
ispiv-186	92	26	cholesky	cholesky	ADJ
ispiv-186	92	27	decomposition	decomposition	NOUN
ispiv-186	92	28	.	.	PUNCT
ispiv-186	93	1	we	we	PRON
ispiv-186	93	2	have	have	AUX
ispiv-186	93	3	implemented	implement	VERB
ispiv-186	93	4	a	a	DET
ispiv-186	93	5	solution	solution	NOUN
ispiv-186	93	6	that	that	PRON
ispiv-186	93	7	considers	consider	VERB
ispiv-186	93	8	an	an	DET
ispiv-186	93	9	approximate	approximate	ADJ
ispiv-186	93	10	block	block	NOUN
ispiv-186	93	11	diagonal	diagonal	ADJ
ispiv-186	93	12	hessian	hessian	NOUN
ispiv-186	93	13	,	,	PUNCT
ispiv-186	93	14	this	this	PRON
ispiv-186	93	15	amounts	amount	VERB
ispiv-186	93	16	to	to	PART
ispiv-186	93	17	apply	apply	VERB
ispiv-186	93	18	the	the	DET
ispiv-186	93	19	same	same	ADJ
ispiv-186	93	20	change	change	NOUN
ispiv-186	93	21	of	of	ADP
ispiv-186	93	22	variable	variable	NOUN
ispiv-186	93	23	m	m	PROPN
ispiv-186	93	24	,	,	PUNCT
ispiv-186	93	25	as	as	ADP
ispiv-186	93	26	in	in	ADP
ispiv-186	93	27	the	the	DET
ispiv-186	93	28	single	single	ADJ
ispiv-186	93	29	particle	particle	NOUN
ispiv-186	93	30	case	case	NOUN
ispiv-186	93	31	,	,	PUNCT
ispiv-186	93	32	to	to	ADP
ispiv-186	93	33	the	the	DET
ispiv-186	93	34	p	p	ADJ
ispiv-186	93	35	particles	particle	NOUN
ispiv-186	93	36	.	.	PUNCT
ispiv-186	94	1	in	in	ADP
ispiv-186	94	2	practice	practice	NOUN
ispiv-186	94	3	,	,	PUNCT
ispiv-186	94	4	we	we	PRON
ispiv-186	94	5	compute	compute	VERB
ispiv-186	94	6	a	a	DET
ispiv-186	94	7	“	"	PUNCT
ispiv-186	94	8	mean	mean	ADJ
ispiv-186	94	9	particle	particle	NOUN
ispiv-186	94	10	hessian	hessian	NOUN
ispiv-186	94	11	”	"	PUNCT
ispiv-186	94	12	m	m	NOUN
ispiv-186	94	13	by	by	ADP
ispiv-186	94	14	averaging	average	VERB
ispiv-186	94	15	the	the	DET
ispiv-186	94	16	hessian	hessian	NOUN
ispiv-186	94	17	over	over	ADP
ispiv-186	94	18	a	a	DET
ispiv-186	94	19	hundred	hundred	NUM
ispiv-186	94	20	of	of	ADP
ispiv-186	94	21	randomly	randomly	ADV
ispiv-186	94	22	chosen	choose	VERB
ispiv-186	94	23	particles	particle	NOUN
ispiv-186	94	24	in	in	ADP
ispiv-186	94	25	the	the	DET
ispiv-186	94	26	first	first	ADJ
ispiv-186	94	27	guess	guess	NOUN
ispiv-186	94	28	.	.	PUNCT
ispiv-186	95	1	3.5	3.5	NUM
ispiv-186	95	2	bar	bar	NOUN
ispiv-186	95	3	for	for	ADP
ispiv-186	95	4	the	the	DET
ispiv-186	95	5	home	home	NOUN
ispiv-186	95	6	made	make	VERB
ispiv-186	95	7	data	datum	NOUN
ispiv-186	95	8	base	base	NOUN
ispiv-186	95	9	figure	figure	NOUN
ispiv-186	95	10	5(a	5(a	NUM
ispiv-186	95	11	)	)	PUNCT
ispiv-186	95	12	presents	present	VERB
ispiv-186	95	13	the	the	DET
ispiv-186	95	14	bar	bar	NOUN
ispiv-186	95	15	(	(	PUNCT
ispiv-186	95	16	black	black	ADJ
ispiv-186	95	17	solid	solid	ADJ
ispiv-186	95	18	line	line	NOUN
ispiv-186	95	19	)	)	PUNCT
ispiv-186	95	20	as	as	ADP
ispiv-186	95	21	a	a	DET
ispiv-186	95	22	function	function	NOUN
ispiv-186	95	23	of	of	ADP
ispiv-186	95	24	the	the	DET
ispiv-186	95	25	ppp	ppp	NOUN
ispiv-186	95	26	(	(	PUNCT
ispiv-186	95	27	particle	particle	NOUN
ispiv-186	95	28	per	per	ADP
ispiv-186	95	29	pixel	pixel	NOUN
ispiv-186	95	30	,	,	PUNCT
ispiv-186	95	31	tightly	tightly	ADV
ispiv-186	95	32	related	relate	VERB
ispiv-186	95	33	to	to	ADP
ispiv-186	95	34	seeding	seed	VERB
ispiv-186	95	35	density	density	NOUN
ispiv-186	95	36	)	)	PUNCT
ispiv-186	95	37	for	for	ADP
ispiv-186	95	38	the	the	DET
ispiv-186	95	39	dataset	dataset	NOUN
ispiv-186	95	40	described	describe	VERB
ispiv-186	95	41	section	section	NOUN
ispiv-186	95	42	2	2	NUM
ispiv-186	95	43	.	.	PUNCT
ispiv-186	96	1	we	we	PRON
ispiv-186	96	2	have	have	AUX
ispiv-186	96	3	verified	verify	VERB
ispiv-186	96	4	that	that	SCONJ
ispiv-186	96	5	the	the	DET
ispiv-186	96	6	bar	bar	NOUN
ispiv-186	96	7	value	value	NOUN
ispiv-186	96	8	does	do	AUX
ispiv-186	96	9	not	not	PART
ispiv-186	96	10	depend	depend	VERB
ispiv-186	96	11	(	(	PUNCT
ispiv-186	96	12	a	a	X
ispiv-186	96	13	)	)	PUNCT
ispiv-186	96	14	(	(	PUNCT
ispiv-186	96	15	b	b	X
ispiv-186	96	16	)	)	PUNCT
ispiv-186	96	17	figure	figure	NOUN
ispiv-186	96	18	4	4	NUM
ispiv-186	96	19	:	:	PUNCT
ispiv-186	96	20	toy	toy	NOUN
ispiv-186	96	21	example	example	NOUN
ispiv-186	96	22	.	.	PUNCT
ispiv-186	97	1	(	(	PUNCT
ispiv-186	97	2	a	a	X
ispiv-186	97	3	):	):	PUNCT
ispiv-186	97	4	initial	initial	ADJ
ispiv-186	97	5	residue	residue	NOUN
ispiv-186	97	6	images	image	NOUN
ispiv-186	97	7	.	.	PUNCT
ispiv-186	98	1	it	it	PRON
ispiv-186	98	2	may	may	AUX
ispiv-186	98	3	be	be	AUX
ispiv-186	98	4	seem	seem	VERB
ispiv-186	98	5	how	how	SCONJ
ispiv-186	98	6	much	much	ADJ
ispiv-186	98	7	shifted	shift	VERB
ispiv-186	98	8	the	the	DET
ispiv-186	98	9	guessed	guess	VERB
ispiv-186	98	10	particle	particle	NOUN
ispiv-186	98	11	is	be	AUX
ispiv-186	98	12	.	.	PUNCT
ispiv-186	99	1	(	(	PUNCT
ispiv-186	99	2	b	b	X
ispiv-186	99	3	):	):	PUNCT
ispiv-186	99	4	localisation	localisation	NOUN
ispiv-186	99	5	(	(	PUNCT
ispiv-186	99	6	up	up	ADP
ispiv-186	99	7	)	)	PUNCT
ispiv-186	99	8	and	and	CCONJ
ispiv-186	99	9	intensity	intensity	NOUN
ispiv-186	99	10	(	(	PUNCT
ispiv-186	99	11	bottom	bottom	ADJ
ispiv-186	99	12	)	)	PUNCT
ispiv-186	99	13	error	error	NOUN
ispiv-186	99	14	as	as	ADP
ispiv-186	99	15	a	a	DET
ispiv-186	99	16	functions	function	NOUN
ispiv-186	99	17	of	of	ADP
ispiv-186	99	18	optimisation	optimisation	NOUN
ispiv-186	99	19	iterations	iteration	NOUN
ispiv-186	99	20	.	.	PUNCT
ispiv-186	100	1	the	the	DET
ispiv-186	100	2	voxel	voxel	PROPN
ispiv-186	100	3	(	(	PUNCT
ispiv-186	100	4	vx	vx	NOUN
ispiv-186	100	5	)	)	PUNCT
ispiv-186	100	6	size	size	NOUN
ispiv-186	100	7	is	be	AUX
ispiv-186	100	8	equal	equal	ADJ
ispiv-186	100	9	to	to	ADP
ispiv-186	100	10	the	the	DET
ispiv-186	100	11	backprojection	backprojection	NOUN
ispiv-186	100	12	of	of	ADP
ispiv-186	100	13	a	a	DET
ispiv-186	100	14	pixel	pixel	NOUN
ispiv-186	100	15	.	.	PUNCT
ispiv-186	101	1	blue	blue	ADJ
ispiv-186	101	2	:	:	PUNCT
ispiv-186	101	3	bfgs	bfgs	ADJ
ispiv-186	101	4	,	,	PUNCT
ispiv-186	101	5	orange	orange	ADJ
ispiv-186	101	6	:	:	PUNCT
ispiv-186	101	7	l	l	NOUN
ispiv-186	101	8	-	-	PUNCT
ispiv-186	101	9	bfgs	bfgs	ADJ
ispiv-186	101	10	without	without	ADP
ispiv-186	101	11	preconditioning	precondition	VERB
ispiv-186	101	12	,	,	PUNCT
ispiv-186	101	13	green	green	ADJ
ispiv-186	101	14	:	:	PUNCT
ispiv-186	101	15	l	l	NOUN
ispiv-186	101	16	-	-	NOUN
ispiv-186	101	17	bfgs	bfgs	ADJ
ispiv-186	101	18	with	with	ADP
ispiv-186	101	19	preconditioning	precondition	VERB
ispiv-186	101	20	.	.	PUNCT
ispiv-186	102	1	on	on	ADP
ispiv-186	102	2	the	the	DET
ispiv-186	102	3	noise	noise	NOUN
ispiv-186	102	4	realisation	realisation	NOUN
ispiv-186	102	5	.	.	PUNCT
ispiv-186	103	1	it	it	PRON
ispiv-186	103	2	is	be	AUX
ispiv-186	103	3	also	also	ADV
ispiv-186	103	4	of	of	ADP
ispiv-186	103	5	practical	practical	ADJ
ispiv-186	103	6	interest	interest	NOUN
ispiv-186	103	7	to	to	PART
ispiv-186	103	8	know	know	VERB
ispiv-186	103	9	if	if	SCONJ
ispiv-186	103	10	the	the	DET
ispiv-186	103	11	bar	bar	NOUN
ispiv-186	103	12	can	can	AUX
ispiv-186	103	13	be	be	AUX
ispiv-186	103	14	reached	reach	VERB
ispiv-186	103	15	initialising	initialise	VERB
ispiv-186	103	16	the	the	DET
ispiv-186	103	17	optimisation	optimisation	NOUN
ispiv-186	103	18	process	process	NOUN
ispiv-186	103	19	from	from	ADP
ispiv-186	103	20	an	an	DET
ispiv-186	103	21	other	other	ADJ
ispiv-186	103	22	first	first	ADJ
ispiv-186	103	23	guess	guess	NOUN
ispiv-186	103	24	than	than	ADP
ispiv-186	103	25	x?,e	x?,e	NOUN
ispiv-186	103	26	?	?	PUNCT
ispiv-186	103	27	mimicking	mimic	VERB
ispiv-186	103	28	the	the	DET
ispiv-186	103	29	rough	rough	ADJ
ispiv-186	103	30	localisation	localisation	NOUN
ispiv-186	103	31	step	step	NOUN
ispiv-186	103	32	sketched	sketch	VERB
ispiv-186	103	33	on	on	ADP
ispiv-186	103	34	figure	figure	NOUN
ispiv-186	103	35	2	2	NUM
ispiv-186	103	36	.	.	PUNCT
ispiv-186	104	1	the	the	DET
ispiv-186	104	2	solid	solid	ADJ
ispiv-186	104	3	curves	curve	NOUN
ispiv-186	104	4	present	present	VERB
ispiv-186	104	5	the	the	DET
ispiv-186	104	6	final	final	ADJ
ispiv-186	104	7	rmse	rmse	NOUN
ispiv-186	104	8	resulting	result	VERB
ispiv-186	104	9	from	from	ADP
ispiv-186	104	10	an	an	DET
ispiv-186	104	11	optimisation	optimisation	NOUN
ispiv-186	104	12	using	use	VERB
ispiv-186	104	13	the	the	DET
ispiv-186	104	14	above	above	ADJ
ispiv-186	104	15	described	describe	VERB
ispiv-186	104	16	preconditioning	precondition	VERB
ispiv-186	104	17	technique	technique	NOUN
ispiv-186	104	18	from	from	ADP
ispiv-186	104	19	various	various	ADJ
ispiv-186	104	20	first	first	ADJ
ispiv-186	104	21	guess	guess	NOUN
ispiv-186	104	22	with	with	ADP
ispiv-186	104	23	initial	initial	ADJ
ispiv-186	104	24	rmse	rmse	NOUN
ispiv-186	104	25	,	,	PUNCT
ispiv-186	104	26	named	name	VERB
ispiv-186	104	27	ε	ε	PROPN
ispiv-186	104	28	,	,	PUNCT
ispiv-186	104	29	respectively	respectively	ADV
ispiv-186	104	30	equal	equal	ADJ
ispiv-186	104	31	to	to	ADP
ispiv-186	104	32	0.5	0.5	NUM
ispiv-186	104	33	,	,	PUNCT
ispiv-186	104	34	0.75	0.75	NUM
ispiv-186	104	35	and	and	CCONJ
ispiv-186	104	36	1	1	NUM
ispiv-186	104	37	voxel	voxel	PROPN
ispiv-186	104	38	.	.	PUNCT
ispiv-186	105	1	in	in	ADP
ispiv-186	105	2	this	this	DET
ispiv-186	105	3	experiment	experiment	NOUN
ispiv-186	105	4	,	,	PUNCT
ispiv-186	105	5	the	the	DET
ispiv-186	105	6	various	various	ADJ
ispiv-186	105	7	initial	initial	ADJ
ispiv-186	105	8	rmse	rmse	NOUN
ispiv-186	105	9	are	be	AUX
ispiv-186	105	10	obtained	obtain	VERB
ispiv-186	105	11	by	by	ADP
ispiv-186	105	12	initialising	initialise	VERB
ispiv-186	105	13	the	the	DET
ispiv-186	105	14	particles	particle	NOUN
ispiv-186	105	15	on	on	ADP
ispiv-186	105	16	the	the	DET
ispiv-186	105	17	closest	close	ADJ
ispiv-186	105	18	node	node	NOUN
ispiv-186	105	19	of	of	ADP
ispiv-186	105	20	a	a	DET
ispiv-186	105	21	voxel	voxel	PROPN
ispiv-186	105	22	grid	grid	NOUN
ispiv-186	105	23	as	as	SCONJ
ispiv-186	105	24	shown	show	VERB
ispiv-186	105	25	in	in	ADP
ispiv-186	105	26	the	the	DET
ispiv-186	105	27	schematic	schematic	ADJ
ispiv-186	105	28	figure	figure	NOUN
ispiv-186	105	29	5(b	5(b	NUM
ispiv-186	105	30	)	)	PUNCT
ispiv-186	105	31	.	.	PUNCT
ispiv-186	106	1	the	the	PRON
ispiv-186	106	2	greater	great	ADJ
ispiv-186	106	3	the	the	DET
ispiv-186	106	4	grid	grid	NOUN
ispiv-186	106	5	step	step	NOUN
ispiv-186	106	6	,	,	PUNCT
ispiv-186	106	7	the	the	DET
ispiv-186	106	8	greater	great	ADJ
ispiv-186	106	9	ε	ε	PROPN
ispiv-186	106	10	.	.	PUNCT
ispiv-186	107	1	the	the	DET
ispiv-186	107	2	initial	initial	ADJ
ispiv-186	107	3	intensities	intensity	NOUN
ispiv-186	107	4	are	be	AUX
ispiv-186	107	5	set	set	VERB
ispiv-186	107	6	by	by	ADP
ispiv-186	107	7	solving	solve	VERB
ispiv-186	107	8	in	in	ADP
ispiv-186	107	9	a	a	DET
ispiv-186	107	10	least	least	ADJ
ispiv-186	107	11	squares	square	NOUN
ispiv-186	107	12	sense	sense	VERB
ispiv-186	107	13	the	the	DET
ispiv-186	107	14	tomographic	tomographic	ADJ
ispiv-186	107	15	system	system	NOUN
ispiv-186	107	16	(	(	PUNCT
ispiv-186	107	17	cornic	cornic	VERB
ispiv-186	107	18	et	et	PROPN
ispiv-186	107	19	al	al	PROPN
ispiv-186	107	20	.	.	PROPN
ispiv-186	107	21	,	,	PUNCT
ispiv-186	107	22	2015	2015	NUM
ispiv-186	107	23	)	)	PUNCT
ispiv-186	107	24	with	with	ADP
ispiv-186	107	25	the	the	DET
ispiv-186	107	26	particles	particle	NOUN
ispiv-186	107	27	being	be	AUX
ispiv-186	107	28	on	on	ADP
ispiv-186	107	29	the	the	DET
ispiv-186	107	30	nodes	node	NOUN
ispiv-186	107	31	of	of	ADP
ispiv-186	107	32	the	the	DET
ispiv-186	107	33	grid	grid	NOUN
ispiv-186	107	34	.	.	PUNCT
ispiv-186	108	1	the	the	DET
ispiv-186	108	2	dashed	dash	VERB
ispiv-186	108	3	coloured	colour	VERB
ispiv-186	108	4	curves	curve	NOUN
ispiv-186	108	5	show	show	VERB
ispiv-186	108	6	the	the	DET
ispiv-186	108	7	final	final	ADJ
ispiv-186	108	8	rmse	rmse	NOUN
ispiv-186	108	9	without	without	ADP
ispiv-186	108	10	using	use	VERB
ispiv-186	108	11	preconditioning	precondition	VERB
ispiv-186	108	12	.	.	PUNCT
ispiv-186	109	1	it	it	PRON
ispiv-186	109	2	may	may	AUX
ispiv-186	109	3	be	be	AUX
ispiv-186	109	4	seen	see	VERB
ispiv-186	109	5	that	that	SCONJ
ispiv-186	109	6	the	the	PRON
ispiv-186	109	7	greater	great	ADJ
ispiv-186	109	8	the	the	DET
ispiv-186	109	9	ppp	ppp	NOUN
ispiv-186	109	10	and	and	CCONJ
ispiv-186	109	11	ε	ε	PROPN
ispiv-186	109	12	,	,	PUNCT
ispiv-186	109	13	the	the	PRON
ispiv-186	109	14	farther	far	ADV
ispiv-186	109	15	the	the	DET
ispiv-186	109	16	result	result	NOUN
ispiv-186	109	17	is	be	AUX
ispiv-186	109	18	from	from	ADP
ispiv-186	109	19	the	the	DET
ispiv-186	109	20	bar	bar	NOUN
ispiv-186	109	21	.	.	PUNCT
ispiv-186	110	1	conversely	conversely	ADV
ispiv-186	110	2	,	,	PUNCT
ispiv-186	110	3	using	use	VERB
ispiv-186	110	4	pre	pre	NOUN
ispiv-186	110	5	-	-	NOUN
ispiv-186	110	6	conditioning	conditioning	NOUN
ispiv-186	110	7	with	with	ADP
ispiv-186	110	8	the	the	DET
ispiv-186	110	9	same	same	ADJ
ispiv-186	110	10	first	first	ADJ
ispiv-186	110	11	guesses	guess	NOUN
ispiv-186	110	12	(	(	PUNCT
ispiv-186	110	13	see	see	VERB
ispiv-186	110	14	solid	solid	ADJ
ispiv-186	110	15	coloured	coloured	ADJ
ispiv-186	110	16	curves	curve	NOUN
ispiv-186	110	17	)	)	PUNCT
ispiv-186	110	18	,	,	PUNCT
ispiv-186	110	19	it	it	PRON
ispiv-186	110	20	may	may	AUX
ispiv-186	110	21	be	be	AUX
ispiv-186	110	22	seen	see	VERB
ispiv-186	110	23	that	that	SCONJ
ispiv-186	110	24	the	the	DET
ispiv-186	110	25	final	final	ADJ
ispiv-186	110	26	rmse	rmse	NOUN
ispiv-186	110	27	virtually	virtually	ADV
ispiv-186	110	28	does	do	AUX
ispiv-186	110	29	not	not	PART
ispiv-186	110	30	depend	depend	VERB
ispiv-186	110	31	on	on	ADP
ispiv-186	110	32	the	the	DET
ispiv-186	110	33	first	first	ADJ
ispiv-186	110	34	guess	guess	NOUN
ispiv-186	110	35	.	.	PUNCT
ispiv-186	111	1	whatever	whatever	DET
ispiv-186	111	2	a	a	DET
ispiv-186	111	3	reasonable	reasonable	ADJ
ispiv-186	111	4	rough	rough	ADJ
ispiv-186	111	5	initialisation	initialisation	NOUN
ispiv-186	111	6	,	,	PUNCT
ispiv-186	111	7	the	the	DET
ispiv-186	111	8	bar	bar	NOUN
ispiv-186	111	9	can	can	AUX
ispiv-186	111	10	virtually	virtually	ADV
ispiv-186	111	11	be	be	AUX
ispiv-186	111	12	reached	reach	VERB
ispiv-186	111	13	for	for	SCONJ
ispiv-186	111	14	all	all	DET
ispiv-186	111	15	ppp	ppp	NOUN
ispiv-186	111	16	provided	provide	VERB
ispiv-186	111	17	the	the	DET
ispiv-186	111	18	preconditioning	precondition	VERB
ispiv-186	111	19	technique	technique	NOUN
ispiv-186	111	20	is	be	AUX
ispiv-186	111	21	used	use	VERB
ispiv-186	111	22	.	.	PUNCT
ispiv-186	112	1	4	4	NUM
ispiv-186	112	2	model	model	NOUN
ispiv-186	112	3	for	for	ADP
ispiv-186	112	4	predicting	predict	VERB
ispiv-186	112	5	an	an	DET
ispiv-186	112	6	algorithm	algorithm	NOUN
ispiv-186	112	7	’s	’s	PART
ispiv-186	112	8	rmse	rmse	NOUN
ispiv-186	112	9	on	on	ADP
ispiv-186	112	10	particle	particle	NOUN
ispiv-186	112	11	position	position	NOUN
ispiv-186	112	12	based	base	VERB
ispiv-186	112	13	on	on	ADP
ispiv-186	112	14	its	its	PRON
ispiv-186	112	15	detection	detection	NOUN
ispiv-186	112	16	performances	performance	VERB
ispiv-186	112	17	df	df	NOUN
ispiv-186	112	18	-	-	PUNCT
ispiv-186	112	19	tptv	tptv	NOUN
ispiv-186	112	20	(	(	PUNCT
ispiv-186	112	21	cornic	cornic	VERB
ispiv-186	112	22	et	et	PROPN
ispiv-186	112	23	al	al	PROPN
ispiv-186	112	24	.	.	PROPN
ispiv-186	112	25	,	,	PUNCT
ispiv-186	112	26	2020	2020	NUM
ispiv-186	112	27	)	)	PUNCT
ispiv-186	112	28	is	be	AUX
ispiv-186	112	29	a	a	DET
ispiv-186	112	30	recently	recently	ADV
ispiv-186	112	31	introduced	introduce	VERB
ispiv-186	112	32	two	two	NUM
ispiv-186	112	33	frame	frame	NOUN
ispiv-186	112	34	lpt	lpt	PROPN
ispiv-186	112	35	algorithm	algorithm	PROPN
ispiv-186	112	36	relying	rely	VERB
ispiv-186	112	37	on	on	ADP
ispiv-186	112	38	tomographic	tomographic	ADJ
ispiv-186	112	39	and	and	CCONJ
ispiv-186	112	40	sparsity	sparsity	NOUN
ispiv-186	112	41	principles	principle	NOUN
ispiv-186	112	42	.	.	PUNCT
ispiv-186	113	1	it	it	PRON
ispiv-186	113	2	may	may	AUX
ispiv-186	113	3	be	be	AUX
ispiv-186	113	4	seen	see	VERB
ispiv-186	113	5	in	in	ADP
ispiv-186	113	6	the	the	DET
ispiv-186	113	7	left	left	ADJ
ispiv-186	113	8	hand	hand	NOUN
ispiv-186	113	9	side	side	NOUN
ispiv-186	113	10	figure	figure	NOUN
ispiv-186	113	11	6(a	6(a	NUM
ispiv-186	113	12	)	)	PUNCT
ispiv-186	113	13	that	that	SCONJ
ispiv-186	113	14	its	its	PRON
ispiv-186	113	15	performances	performance	NOUN
ispiv-186	113	16	in	in	ADP
ispiv-186	113	17	terms	term	NOUN
ispiv-186	113	18	of	of	ADP
ispiv-186	113	19	rmse	rmse	NOUN
ispiv-186	113	20	get	get	VERB
ispiv-186	113	21	farther	far	ADV
ispiv-186	113	22	from	from	ADP
ispiv-186	113	23	the	the	DET
ispiv-186	113	24	bar	bar	NOUN
ispiv-186	113	25	as	as	SCONJ
ispiv-186	113	26	the	the	DET
ispiv-186	113	27	ppp	ppp	NOUN
ispiv-186	113	28	grows	grow	VERB
ispiv-186	113	29	.	.	PUNCT
ispiv-186	114	1	this	this	DET
ispiv-186	114	2	algorithm	algorithm	NOUN
ispiv-186	114	3	was	be	AUX
ispiv-186	114	4	originally	originally	ADV
ispiv-186	114	5	designed	design	VERB
ispiv-186	114	6	to	to	PART
ispiv-186	114	7	yield	yield	VERB
ispiv-186	114	8	as	as	ADV
ispiv-186	114	9	few	few	ADJ
ispiv-186	114	10	ghosts	ghost	NOUN
ispiv-186	114	11	as	as	ADP
ispiv-186	114	12	possible	possible	ADJ
ispiv-186	114	13	.	.	PUNCT
ispiv-186	115	1	indeed	indeed	ADV
ispiv-186	115	2	,	,	PUNCT
ispiv-186	115	3	the	the	DET
ispiv-186	115	4	precision	precision	NOUN
ispiv-186	115	5	figure	figure	NOUN
ispiv-186	115	6	6(b	6(b	NUM
ispiv-186	115	7	)	)	PUNCT
ispiv-186	115	8	which	which	PRON
ispiv-186	115	9	measures	measure	VERB
ispiv-186	115	10	the	the	DET
ispiv-186	115	11	fraction	fraction	NOUN
ispiv-186	115	12	of	of	ADP
ispiv-186	115	13	true	true	ADJ
ispiv-186	115	14	particles	particle	NOUN
ispiv-186	115	15	among	among	ADP
ispiv-186	115	16	detected	detect	VERB
ispiv-186	115	17	ones	one	NOUN
ispiv-186	115	18	is	be	AUX
ispiv-186	115	19	almost	almost	ADV
ispiv-186	115	20	1	1	NUM
ispiv-186	115	21	up	up	ADP
ispiv-186	115	22	to	to	ADP
ispiv-186	115	23	ppp	ppp	NOUN
ispiv-186	115	24	equal	equal	ADJ
ispiv-186	115	25	0.08	0.08	NUM
ispiv-186	115	26	.	.	PUNCT
ispiv-186	116	1	it	it	PRON
ispiv-186	116	2	indicates	indicate	VERB
ispiv-186	116	3	that	that	SCONJ
ispiv-186	116	4	ghosts	ghost	NOUN
ispiv-186	116	5	are	be	AUX
ispiv-186	116	6	not	not	PART
ispiv-186	116	7	involved	involve	VERB
ispiv-186	116	8	in	in	ADP
ispiv-186	116	9	the	the	DET
ispiv-186	116	10	rmse	rmse	NOUN
ispiv-186	116	11	soaring	soaring	NOUN
ispiv-186	116	12	.	.	PUNCT
ispiv-186	117	1	the	the	DET
ispiv-186	117	2	choice	choice	NOUN
ispiv-186	117	3	of	of	ADP
ispiv-186	117	4	having	have	VERB
ispiv-186	117	5	few	few	ADJ
ispiv-186	117	6	ghosts	ghost	NOUN
ispiv-186	117	7	has	have	VERB
ispiv-186	117	8	for	for	ADP
ispiv-186	117	9	this	this	DET
ispiv-186	117	10	algorithm	algorithm	NOUN
ispiv-186	117	11	the	the	DET
ispiv-186	117	12	consequence	consequence	NOUN
ispiv-186	117	13	of	of	ADP
ispiv-186	117	14	missing	miss	VERB
ispiv-186	117	15	particles	particle	NOUN
ispiv-186	117	16	as	as	SCONJ
ispiv-186	117	17	shown	show	VERB
ispiv-186	117	18	by	by	ADP
ispiv-186	117	19	the	the	DET
ispiv-186	117	20	dropping	drop	VERB
ispiv-186	117	21	recall	recall	NOUN
ispiv-186	117	22	(	(	PUNCT
ispiv-186	117	23	fraction	fraction	NOUN
ispiv-186	117	24	of	of	ADP
ispiv-186	117	25	retrieved	retrieve	VERB
ispiv-186	117	26	particles	particle	NOUN
ispiv-186	117	27	)	)	PUNCT
ispiv-186	117	28	as	as	SCONJ
ispiv-186	117	29	the	the	DET
ispiv-186	117	30	ppp	ppp	NOUN
ispiv-186	117	31	grows	grow	VERB
ispiv-186	117	32	.	.	PUNCT
ispiv-186	118	1	this	this	PRON
ispiv-186	118	2	suggests	suggest	VERB
ispiv-186	118	3	that	that	SCONJ
ispiv-186	118	4	rmse	rmse	NOUN
ispiv-186	118	5	and	and	CCONJ
ispiv-186	118	6	recall	recall	NOUN
ispiv-186	118	7	might	might	AUX
ispiv-186	118	8	be	be	AUX
ispiv-186	118	9	anti	anti	ADJ
ispiv-186	118	10	-	-	VERB
ispiv-186	118	11	correlated	correlate	VERB
ispiv-186	118	12	.	.	PUNCT
ispiv-186	119	1	a	a	DET
ispiv-186	119	2	qualitative	qualitative	ADJ
ispiv-186	119	3	explanation	explanation	NOUN
ispiv-186	119	4	could	could	AUX
ispiv-186	119	5	be	be	AUX
ispiv-186	119	6	as	as	ADP
ispiv-186	119	7	sketched	sketched	ADJ
ispiv-186	119	8	figure	figure	NOUN
ispiv-186	119	9	7(a	7(a	NUM
ispiv-186	119	10	)	)	PUNCT
ispiv-186	119	11	and	and	CCONJ
ispiv-186	119	12	7(b	7(b	NUM
ispiv-186	119	13	)	)	PUNCT
ispiv-186	119	14	.	.	PUNCT
ispiv-186	120	1	when	when	SCONJ
ispiv-186	120	2	the	the	DET
ispiv-186	120	3	ppp	ppp	NOUN
ispiv-186	120	4	is	be	AUX
ispiv-186	120	5	low	low	ADJ
ispiv-186	120	6	,	,	PUNCT
ispiv-186	120	7	the	the	DET
ispiv-186	120	8	particles	particle	NOUN
ispiv-186	120	9	do	do	AUX
ispiv-186	120	10	not	not	PART
ispiv-186	120	11	significantly	significantly	ADV
ispiv-186	120	12	overlap	overlap	VERB
ispiv-186	120	13	.	.	PUNCT
ispiv-186	121	1	a	a	DET
ispiv-186	121	2	missed	miss	VERB
ispiv-186	121	3	particle	particle	NOUN
ispiv-186	121	4	(	(	PUNCT
ispiv-186	121	5	ie	ie	X
ispiv-186	121	6	.	.	PUNCT
ispiv-186	121	7	not	not	PART
ispiv-186	121	8	detected	detect	VERB
ispiv-186	121	9	)	)	PUNCT
ispiv-186	121	10	do	do	AUX
ispiv-186	121	11	not	not	PART
ispiv-186	121	12	perturb	perturb	VERB
ispiv-186	121	13	the	the	DET
ispiv-186	121	14	optimisation	optimisation	NOUN
ispiv-186	121	15	of	of	ADP
ispiv-186	121	16	the	the	DET
ispiv-186	121	17	detected	detect	VERB
ispiv-186	121	18	one	one	NUM
ispiv-186	121	19	(	(	PUNCT
ispiv-186	121	20	red	red	NOUN
ispiv-186	121	21	)	)	PUNCT
ispiv-186	121	22	whose	whose	DET
ispiv-186	121	23	image	image	NOUN
ispiv-186	121	24	through	through	ADP
ispiv-186	121	25	the	the	DET
ispiv-186	121	26	point	point	NOUN
ispiv-186	121	27	spread	spread	NOUN
ispiv-186	121	28	function	function	NOUN
ispiv-186	121	29	can	can	AUX
ispiv-186	121	30	be	be	AUX
ispiv-186	121	31	matched	match	VERB
ispiv-186	121	32	in	in	ADP
ispiv-186	121	33	a	a	DET
ispiv-186	121	34	least	least	ADJ
ispiv-186	121	35	square	square	ADJ
ispiv-186	121	36	sense	sense	NOUN
ispiv-186	121	37	with	with	ADP
ispiv-186	121	38	the	the	DET
ispiv-186	121	39	recorded	record	VERB
ispiv-186	121	40	one	one	NOUN
ispiv-186	121	41	(	(	PUNCT
ispiv-186	121	42	green	green	NOUN
ispiv-186	121	43	)	)	PUNCT
ispiv-186	121	44	as	as	SCONJ
ispiv-186	121	45	shown	show	VERB
ispiv-186	121	46	figure	figure	NOUN
ispiv-186	121	47	7(a	7(a	NUM
ispiv-186	121	48	)	)	PUNCT
ispiv-186	121	49	.	.	PUNCT
ispiv-186	122	1	this	this	PRON
ispiv-186	122	2	is	be	AUX
ispiv-186	122	3	no	no	ADV
ispiv-186	122	4	longer	long	ADV
ispiv-186	122	5	the	the	DET
ispiv-186	122	6	case	case	NOUN
ispiv-186	122	7	when	when	SCONJ
ispiv-186	122	8	the	the	DET
ispiv-186	122	9	ppp	ppp	NOUN
ispiv-186	122	10	gets	get	VERB
ispiv-186	122	11	higher	high	ADJ
ispiv-186	122	12	and	and	CCONJ
ispiv-186	122	13	particles	particle	NOUN
ispiv-186	122	14	overlap	overlap	VERB
ispiv-186	122	15	.	.	PUNCT
ispiv-186	123	1	the	the	DET
ispiv-186	123	2	missed	miss	VERB
ispiv-186	123	3	particle	particle	NOUN
ispiv-186	123	4	interferes	interfere	VERB
ispiv-186	123	5	with	with	ADP
ispiv-186	123	6	the	the	DET
ispiv-186	123	7	optimisation	optimisation	NOUN
ispiv-186	123	8	that	that	PRON
ispiv-186	123	9	results	result	VERB
ispiv-186	123	10	in	in	ADP
ispiv-186	123	11	a	a	DET
ispiv-186	123	12	compromise	compromise	NOUN
ispiv-186	123	13	solution	solution	NOUN
ispiv-186	123	14	as	as	SCONJ
ispiv-186	123	15	displayed	display	VERB
ispiv-186	123	16	on	on	ADP
ispiv-186	123	17	figure	figure	NOUN
ispiv-186	123	18	7(b	7(b	NOUN
ispiv-186	123	19	)	)	PUNCT
ispiv-186	123	20	.	.	PUNCT
ispiv-186	124	1	accurate	accurate	ADJ
ispiv-186	124	2	location	location	NOUN
ispiv-186	124	3	is	be	AUX
ispiv-186	124	4	no	no	ADV
ispiv-186	124	5	longer	long	ADV
ispiv-186	124	6	possible	possible	ADJ
ispiv-186	124	7	through	through	ADP
ispiv-186	124	8	optimisation	optimisation	NOUN
ispiv-186	124	9	.	.	PUNCT
ispiv-186	125	1	when	when	SCONJ
ispiv-186	125	2	the	the	DET
ispiv-186	125	3	particles	particle	NOUN
ispiv-186	125	4	overlap	overlap	VERB
ispiv-186	125	5	a	a	DET
ispiv-186	125	6	missed	miss	VERB
ispiv-186	125	7	particle	particle	NOUN
ispiv-186	125	8	results	result	NOUN
ispiv-186	125	9	from	from	ADP
ispiv-186	125	10	the	the	DET
ispiv-186	125	11	optimisation	optimisation	NOUN
ispiv-186	125	12	point	point	NOUN
ispiv-186	125	13	of	of	ADP
ispiv-186	125	14	view	view	NOUN
ispiv-186	125	15	in	in	ADP
ispiv-186	125	16	a	a	DET
ispiv-186	125	17	much	much	ADV
ispiv-186	125	18	stronger	strong	ADJ
ispiv-186	125	19	“	"	PUNCT
ispiv-186	125	20	noise	noise	NOUN
ispiv-186	125	21	”	"	PUNCT
ispiv-186	125	22	than	than	ADP
ispiv-186	125	23	background	background	NOUN
ispiv-186	125	24	noise	noise	NOUN
ispiv-186	125	25	.	.	PUNCT
ispiv-186	126	1	(	(	PUNCT
ispiv-186	126	2	a	a	X
ispiv-186	126	3	)	)	PUNCT
ispiv-186	126	4	(	(	PUNCT
ispiv-186	126	5	b	b	X
ispiv-186	126	6	)	)	PUNCT
ispiv-186	126	7	figure	figure	NOUN
ispiv-186	126	8	5	5	NUM
ispiv-186	126	9	:	:	PUNCT
ispiv-186	126	10	(	(	PUNCT
ispiv-186	126	11	a	a	X
ispiv-186	126	12	):	):	PUNCT
ispiv-186	126	13	black	black	ADJ
ispiv-186	126	14	:	:	PUNCT
ispiv-186	126	15	bar	bar	NOUN
ispiv-186	126	16	as	as	ADP
ispiv-186	126	17	a	a	DET
ispiv-186	126	18	function	function	NOUN
ispiv-186	126	19	of	of	ADP
ispiv-186	126	20	the	the	DET
ispiv-186	126	21	ppp	ppp	NOUN
ispiv-186	126	22	for	for	ADP
ispiv-186	126	23	the	the	DET
ispiv-186	126	24	home	home	NOUN
ispiv-186	126	25	made	make	VERB
ispiv-186	126	26	dataset	dataset	ADJ
ispiv-186	126	27	(	(	PUNCT
ispiv-186	126	28	uniform	uniform	ADJ
ispiv-186	126	29	intensity	intensity	NOUN
ispiv-186	126	30	distribution	distribution	NOUN
ispiv-186	126	31	in	in	ADP
ispiv-186	126	32	[	[	X
ispiv-186	126	33	500,1700	500,1700	NUM
ispiv-186	126	34	]	]	X
ispiv-186	126	35	,	,	PUNCT
ispiv-186	126	36	20	20	NUM
ispiv-186	126	37	counts	count	NOUN
ispiv-186	126	38	mean	mean	VERB
ispiv-186	126	39	and	and	CCONJ
ispiv-186	127	1	8	8	NUM
ispiv-186	127	2	counts	count	VERB
ispiv-186	127	3	standard	standard	ADJ
ispiv-186	127	4	deviation	deviation	NOUN
ispiv-186	127	5	photon	photon	NOUN
ispiv-186	127	6	noise	noise	NOUN
ispiv-186	127	7	)	)	PUNCT
ispiv-186	127	8	;	;	PUNCT
ispiv-186	127	9	coloured	coloured	ADJ
ispiv-186	127	10	curves	curve	NOUN
ispiv-186	127	11	:	:	PUNCT
ispiv-186	127	12	rmse	rmse	PROPN
ispiv-186	127	13	resulting	result	VERB
ispiv-186	127	14	from	from	ADP
ispiv-186	127	15	various	various	ADJ
ispiv-186	127	16	first	first	ADJ
ispiv-186	127	17	guess	guess	NOUN
ispiv-186	127	18	(	(	PUNCT
ispiv-186	127	19	see	see	VERB
ispiv-186	127	20	text	text	NOUN
ispiv-186	127	21	)	)	PUNCT
ispiv-186	127	22	and	and	CCONJ
ispiv-186	127	23	optimisation	optimisation	NOUN
ispiv-186	127	24	technique	technique	NOUN
ispiv-186	127	25	.	.	PUNCT
ispiv-186	128	1	(	(	PUNCT
ispiv-186	128	2	b	b	X
ispiv-186	128	3	):	):	PUNCT
ispiv-186	128	4	the	the	DET
ispiv-186	128	5	particles	particle	NOUN
ispiv-186	128	6	are	be	AUX
ispiv-186	128	7	displaced	displace	VERB
ispiv-186	128	8	on	on	ADP
ispiv-186	128	9	the	the	DET
ispiv-186	128	10	grid	grid	NOUN
ispiv-186	128	11	node	node	NOUN
ispiv-186	128	12	for	for	ADP
ispiv-186	128	13	initialisation	initialisation	NOUN
ispiv-186	128	14	.	.	PUNCT
ispiv-186	129	1	4.1	4.1	NUM
ispiv-186	129	2	modelling	model	VERB
ispiv-186	129	3	the	the	DET
ispiv-186	129	4	false	false	ADJ
ispiv-186	129	5	negative	negative	ADJ
ispiv-186	129	6	effect	effect	NOUN
ispiv-186	129	7	on	on	ADP
ispiv-186	129	8	rmse	rmse	ADJ
ispiv-186	129	9	false	false	ADJ
ispiv-186	129	10	negative	negative	ADJ
ispiv-186	129	11	(	(	PUNCT
ispiv-186	129	12	fn	fn	NOUN
ispiv-186	129	13	)	)	PUNCT
ispiv-186	129	14	are	be	AUX
ispiv-186	129	15	the	the	DET
ispiv-186	129	16	missed	miss	VERB
ispiv-186	129	17	particles	particle	NOUN
ispiv-186	129	18	whose	whose	DET
ispiv-186	129	19	percentage	percentage	NOUN
ispiv-186	129	20	is	be	AUX
ispiv-186	129	21	given	give	VERB
ispiv-186	129	22	by	by	ADP
ispiv-186	129	23	1−	1−	NUM
ispiv-186	129	24	recall	recall	NOUN
ispiv-186	129	25	.	.	PUNCT
ispiv-186	130	1	an	an	DET
ispiv-186	130	2	interesting	interesting	ADJ
ispiv-186	130	3	question	question	NOUN
ispiv-186	130	4	to	to	PART
ispiv-186	130	5	deal	deal	VERB
ispiv-186	130	6	with	with	ADP
ispiv-186	130	7	is	be	AUX
ispiv-186	130	8	whether	whether	SCONJ
ispiv-186	130	9	the	the	DET
ispiv-186	130	10	rmse	rmse	NOUN
ispiv-186	130	11	of	of	ADP
ispiv-186	130	12	df	df	NOUN
ispiv-186	130	13	-	-	PUNCT
ispiv-186	130	14	tptv	tptv	NOUN
ispiv-186	130	15	and	and	CCONJ
ispiv-186	130	16	more	more	ADV
ispiv-186	130	17	generally	generally	ADV
ispiv-186	130	18	of	of	ADP
ispiv-186	130	19	any	any	DET
ispiv-186	130	20	lpt	lpt	PROPN
ispiv-186	130	21	algorithm	algorithm	NOUN
ispiv-186	130	22	relying	rely	VERB
ispiv-186	130	23	on	on	ADP
ispiv-186	130	24	tomographic	tomographic	ADJ
ispiv-186	130	25	principles	principle	NOUN
ispiv-186	130	26	can	can	AUX
ispiv-186	130	27	be	be	AUX
ispiv-186	130	28	approximated	approximate	VERB
ispiv-186	130	29	by	by	ADP
ispiv-186	130	30	simply	simply	ADV
ispiv-186	130	31	optimising	optimise	VERB
ispiv-186	130	32	c	c	PROPN
ispiv-186	130	33	from	from	ADP
ispiv-186	130	34	a	a	DET
ispiv-186	130	35	first	first	ADJ
ispiv-186	130	36	guess	guess	NOUN
ispiv-186	130	37	with	with	ADP
ispiv-186	130	38	the	the	DET
ispiv-186	130	39	same	same	ADJ
ispiv-186	130	40	amount	amount	NOUN
ispiv-186	130	41	of	of	ADP
ispiv-186	130	42	adequately	adequately	ADV
ispiv-186	130	43	selected	select	VERB
ispiv-186	130	44	fn	fn	NOUN
ispiv-186	130	45	.	.	PUNCT
ispiv-186	130	46	figure	figure	NOUN
ispiv-186	130	47	8(a	8(a	NUM
ispiv-186	130	48	)	)	PUNCT
ispiv-186	130	49	shows	show	VERB
ispiv-186	130	50	that	that	SCONJ
ispiv-186	130	51	optimising	optimise	VERB
ispiv-186	130	52	with	with	ADP
ispiv-186	130	53	the	the	DET
ispiv-186	130	54	same	same	ADJ
ispiv-186	130	55	amount	amount	NOUN
ispiv-186	130	56	of	of	ADP
ispiv-186	130	57	randomly	randomly	ADV
ispiv-186	130	58	selected	select	VERB
ispiv-186	130	59	fn	fn	NOUN
ispiv-186	130	60	from	from	ADP
ispiv-186	130	61	a	a	DET
ispiv-186	130	62	first	first	ADJ
ispiv-186	130	63	guess	guess	NOUN
ispiv-186	130	64	with	with	ADP
ispiv-186	130	65	ε	ε	PROPN
ispiv-186	130	66	=	=	SYM
ispiv-186	130	67	1	1	NUM
ispiv-186	130	68	results	result	NOUN
ispiv-186	130	69	,	,	PUNCT
ispiv-186	130	70	except	except	SCONJ
ispiv-186	130	71	for	for	ADP
ispiv-186	130	72	low	low	ADJ
ispiv-186	130	73	ppp	ppp	NOUN
ispiv-186	130	74	,	,	PUNCT
ispiv-186	130	75	in	in	ADP
ispiv-186	130	76	overestimating	overestimate	VERB
ispiv-186	130	77	the	the	DET
ispiv-186	130	78	rmse	rmse	NOUN
ispiv-186	130	79	.	.	PUNCT
ispiv-186	131	1	it	it	PRON
ispiv-186	131	2	is	be	AUX
ispiv-186	131	3	not	not	PART
ispiv-186	131	4	surprising	surprising	ADJ
ispiv-186	131	5	because	because	SCONJ
ispiv-186	131	6	,	,	PUNCT
ispiv-186	131	7	at	at	ADP
ispiv-186	131	8	least	least	ADJ
ispiv-186	131	9	for	for	ADP
ispiv-186	131	10	algorithm	algorithm	NOUN
ispiv-186	131	11	relying	rely	VERB
ispiv-186	131	12	on	on	ADP
ispiv-186	131	13	tomographic	tomographic	ADJ
ispiv-186	131	14	principles	principle	NOUN
ispiv-186	131	15	,	,	PUNCT
ispiv-186	131	16	there	there	PRON
ispiv-186	131	17	are	be	VERB
ispiv-186	131	18	particles	particle	NOUN
ispiv-186	131	19	that	that	PRON
ispiv-186	131	20	are	be	AUX
ispiv-186	131	21	more	more	ADV
ispiv-186	131	22	liable	liable	ADJ
ispiv-186	131	23	than	than	SCONJ
ispiv-186	131	24	others	other	NOUN
ispiv-186	131	25	to	to	PART
ispiv-186	131	26	be	be	AUX
ispiv-186	131	27	missed	miss	VERB
ispiv-186	131	28	.	.	PUNCT
ispiv-186	132	1	one	one	NUM
ispiv-186	132	2	then	then	ADV
ispiv-186	132	3	might	might	AUX
ispiv-186	132	4	think	think	VERB
ispiv-186	132	5	that	that	SCONJ
ispiv-186	132	6	a	a	DET
ispiv-186	132	7	random	random	ADJ
ispiv-186	132	8	selection	selection	NOUN
ispiv-186	132	9	is	be	AUX
ispiv-186	132	10	not	not	PART
ispiv-186	132	11	appropriate	appropriate	ADJ
ispiv-186	132	12	.	.	PUNCT
ispiv-186	133	1	indeed	indeed	ADV
ispiv-186	133	2	,	,	PUNCT
ispiv-186	133	3	with	with	ADP
ispiv-186	133	4	missed	miss	VERB
ispiv-186	133	5	particles	particle	NOUN
ispiv-186	133	6	being	be	AUX
ispiv-186	133	7	chosen	choose	VERB
ispiv-186	133	8	among	among	ADP
ispiv-186	133	9	the	the	DET
ispiv-186	133	10	least	least	ADV
ispiv-186	133	11	bright	bright	ADJ
ispiv-186	133	12	,	,	PUNCT
ispiv-186	133	13	one	one	PRON
ispiv-186	133	14	can	can	AUX
ispiv-186	133	15	see	see	VERB
ispiv-186	133	16	that	that	SCONJ
ispiv-186	133	17	we	we	PRON
ispiv-186	133	18	get	get	VERB
ispiv-186	133	19	a	a	DET
ispiv-186	133	20	quite	quite	ADV
ispiv-186	133	21	good	good	ADJ
ispiv-186	133	22	match	match	NOUN
ispiv-186	133	23	between	between	ADP
ispiv-186	133	24	model	model	NOUN
ispiv-186	133	25	prediction	prediction	NOUN
ispiv-186	133	26	and	and	CCONJ
ispiv-186	133	27	df	df	NOUN
ispiv-186	133	28	-	-	PUNCT
ispiv-186	133	29	tptv	tptv	NOUN
ispiv-186	133	30	results	result	NOUN
ispiv-186	133	31	as	as	SCONJ
ispiv-186	133	32	shown	show	VERB
ispiv-186	133	33	figure	figure	NOUN
ispiv-186	133	34	8(b	8(b	NUM
ispiv-186	133	35	)	)	PUNCT
ispiv-186	133	36	.	.	PUNCT
ispiv-186	134	1	this	this	DET
ispiv-186	134	2	result	result	NOUN
ispiv-186	134	3	is	be	AUX
ispiv-186	134	4	remarkable	remarkable	ADJ
ispiv-186	134	5	because	because	SCONJ
ispiv-186	134	6	it	it	PRON
ispiv-186	134	7	establishes	establish	VERB
ispiv-186	134	8	a	a	DET
ispiv-186	134	9	link	link	NOUN
ispiv-186	134	10	between	between	ADP
ispiv-186	134	11	the	the	DET
ispiv-186	134	12	root	root	NOUN
ispiv-186	134	13	mean	mean	VERB
ispiv-186	134	14	square	square	ADJ
ispiv-186	134	15	error	error	NOUN
ispiv-186	134	16	on	on	ADP
ispiv-186	134	17	particle	particle	NOUN
ispiv-186	134	18	localisation	localisation	NOUN
ispiv-186	134	19	and	and	CCONJ
ispiv-186	134	20	the	the	DET
ispiv-186	134	21	percentage	percentage	NOUN
ispiv-186	134	22	of	of	ADP
ispiv-186	134	23	missed	miss	VERB
ispiv-186	134	24	particles	particle	NOUN
ispiv-186	134	25	.	.	PUNCT
ispiv-186	135	1	4.2	4.2	NUM
ispiv-186	135	2	rmse	rmse	NOUN
ispiv-186	135	3	on	on	ADP
ispiv-186	135	4	particle	particle	NOUN
ispiv-186	135	5	localisation	localisation	NOUN
ispiv-186	135	6	model	model	NOUN
ispiv-186	135	7	section	section	NOUN
ispiv-186	135	8	3.5	3.5	NUM
ispiv-186	135	9	has	have	AUX
ispiv-186	135	10	shown	show	VERB
ispiv-186	135	11	that	that	SCONJ
ispiv-186	135	12	without	without	ADP
ispiv-186	135	13	missed	miss	VERB
ispiv-186	135	14	particles	particle	NOUN
ispiv-186	135	15	,	,	PUNCT
ispiv-186	135	16	ε	ε	PROPN
ispiv-186	135	17	the	the	DET
ispiv-186	135	18	rmse	rmse	NOUN
ispiv-186	135	19	of	of	ADP
ispiv-186	135	20	the	the	DET
ispiv-186	135	21	first	first	ADJ
ispiv-186	135	22	guess	guess	NOUN
ispiv-186	135	23	,	,	PUNCT
ispiv-186	135	24	if	if	SCONJ
ispiv-186	135	25	reasonable	reasonable	ADJ
ispiv-186	135	26	,	,	PUNCT
ispiv-186	135	27	has	have	VERB
ispiv-186	135	28	almost	almost	ADV
ispiv-186	135	29	no	no	PRON
ispiv-186	135	30	influence	influence	NOUN
ispiv-186	135	31	on	on	ADP
ispiv-186	135	32	the	the	DET
ispiv-186	135	33	final	final	ADJ
ispiv-186	135	34	rmse	rmse	NOUN
ispiv-186	135	35	.	.	PUNCT
ispiv-186	136	1	but	but	CCONJ
ispiv-186	136	2	this	this	PRON
ispiv-186	136	3	no	no	ADV
ispiv-186	136	4	longer	long	ADV
ispiv-186	136	5	holds	hold	VERB
ispiv-186	136	6	in	in	ADP
ispiv-186	136	7	presence	presence	NOUN
ispiv-186	136	8	of	of	ADP
ispiv-186	136	9	missed	miss	VERB
ispiv-186	136	10	particles	particle	NOUN
ispiv-186	136	11	.	.	PUNCT
ispiv-186	137	1	for	for	ADP
ispiv-186	137	2	ppp	ppp	NOUN
ispiv-186	137	3	ranging	range	VERB
ispiv-186	137	4	from	from	ADP
ispiv-186	137	5	0.005	0.005	NUM
ispiv-186	137	6	to	to	ADP
ispiv-186	137	7	0.12	0.12	NUM
ispiv-186	137	8	,	,	PUNCT
ispiv-186	137	9	figure	figure	NOUN
ispiv-186	137	10	9	9	NUM
ispiv-186	137	11	shows	show	VERB
ispiv-186	137	12	the	the	DET
ispiv-186	137	13	rmse	rmse	NOUN
ispiv-186	137	14	as	as	ADP
ispiv-186	137	15	a	a	DET
ispiv-186	137	16	function	function	NOUN
ispiv-186	137	17	of	of	ADP
ispiv-186	137	18	fn	fn	NOUN
ispiv-186	137	19	percentage	percentage	NOUN
ispiv-186	137	20	,	,	PUNCT
ispiv-186	137	21	missed	miss	VERB
ispiv-186	137	22	particles	particle	NOUN
ispiv-186	137	23	being	be	AUX
ispiv-186	137	24	chosen	choose	VERB
ispiv-186	137	25	among	among	ADP
ispiv-186	137	26	the	the	DET
ispiv-186	137	27	least	least	ADV
ispiv-186	137	28	bright	bright	ADJ
ispiv-186	137	29	.	.	PUNCT
ispiv-186	138	1	to	to	PART
ispiv-186	138	2	get	get	VERB
ispiv-186	138	3	this	this	DET
ispiv-186	138	4	bunch	bunch	NOUN
ispiv-186	138	5	of	of	ADP
ispiv-186	138	6	curves	curve	NOUN
ispiv-186	138	7	,	,	PUNCT
ispiv-186	138	8	we	we	PRON
ispiv-186	138	9	optimised	optimise	VERB
ispiv-186	138	10	criterion	criterion	NOUN
ispiv-186	138	11	c	c	NOUN
ispiv-186	138	12	from	from	ADP
ispiv-186	138	13	initial	initial	ADJ
ispiv-186	138	14	first	first	ADJ
ispiv-186	138	15	guesses	guess	NOUN
ispiv-186	138	16	with	with	ADP
ispiv-186	138	17	a	a	DET
ispiv-186	138	18	given	give	VERB
ispiv-186	138	19	rate	rate	NOUN
ispiv-186	138	20	of	of	ADP
ispiv-186	138	21	fn	fn	NOUN
ispiv-186	138	22	among	among	ADP
ispiv-186	138	23	the	the	DET
ispiv-186	138	24	least	least	ADV
ispiv-186	138	25	bright	bright	ADJ
ispiv-186	138	26	and	and	CCONJ
ispiv-186	138	27	various	various	ADJ
ispiv-186	138	28	initial	initial	ADJ
ispiv-186	138	29	rmse	rmse	NOUN
ispiv-186	138	30	.	.	PUNCT
ispiv-186	139	1	the	the	DET
ispiv-186	139	2	box	box	PROPN
ispiv-186	139	3	plot	plot	NOUN
ispiv-186	139	4	spans	span	NOUN
ispiv-186	139	5	ε	ε	PROPN
ispiv-186	139	6	=	=	SYM
ispiv-186	139	7	0	0	PROPN
ispiv-186	139	8	to	to	PART
ispiv-186	139	9	ε	ε	PROPN
ispiv-186	139	10	=	=	SYM
ispiv-186	139	11	1	1	NUM
ispiv-186	139	12	voxel	voxel	PROPN
ispiv-186	139	13	.	.	PUNCT
ispiv-186	140	1	the	the	DET
ispiv-186	140	2	coloured	colour	VERB
ispiv-186	140	3	solid	solid	ADJ
ispiv-186	140	4	curves	curve	NOUN
ispiv-186	140	5	are	be	AUX
ispiv-186	140	6	for	for	ADP
ispiv-186	140	7	ε	ε	PROPN
ispiv-186	140	8	=	=	SYM
ispiv-186	140	9	0.5	0.5	NUM
ispiv-186	140	10	.	.	PUNCT
ispiv-186	141	1	given	give	VERB
ispiv-186	141	2	a	a	DET
ispiv-186	141	3	certain	certain	ADJ
ispiv-186	141	4	amount	amount	NOUN
ispiv-186	141	5	of	of	ADP
ispiv-186	141	6	fn	fn	NOUN
ispiv-186	141	7	,	,	PUNCT
ispiv-186	141	8	the	the	DET
ispiv-186	141	9	foot	foot	NOUN
ispiv-186	141	10	of	of	ADP
ispiv-186	141	11	the	the	DET
ispiv-186	141	12	box	box	NOUN
ispiv-186	141	13	plot	plot	NOUN
ispiv-186	141	14	is	be	AUX
ispiv-186	141	15	the	the	DET
ispiv-186	141	16	best	good	ADJ
ispiv-186	141	17	one	one	NUM
ispiv-186	141	18	can	can	AUX
ispiv-186	141	19	do	do	VERB
ispiv-186	141	20	in	in	ADP
ispiv-186	141	21	terms	term	NOUN
ispiv-186	141	22	of	of	ADP
ispiv-186	141	23	rmse	rmse	NOUN
ispiv-186	141	24	.	.	PUNCT
ispiv-186	142	1	it	it	PRON
ispiv-186	142	2	may	may	AUX
ispiv-186	142	3	be	be	AUX
ispiv-186	142	4	seen	see	VERB
ispiv-186	142	5	that	that	SCONJ
ispiv-186	142	6	for	for	ADP
ispiv-186	142	7	the	the	DET
ispiv-186	142	8	lowest	low	ADJ
ispiv-186	142	9	ppp	ppp	NOUN
ispiv-186	142	10	in	in	ADP
ispiv-186	142	11	blue	blue	ADJ
ispiv-186	142	12	,	,	PUNCT
ispiv-186	142	13	with	with	SCONJ
ispiv-186	142	14	no	no	DET
ispiv-186	142	15	significant	significant	ADJ
ispiv-186	142	16	overlap	overlap	NOUN
ispiv-186	142	17	,	,	PUNCT
ispiv-186	142	18	fn	fn	NOUN
ispiv-186	142	19	rate	rate	NOUN
ispiv-186	142	20	and	and	CCONJ
ispiv-186	142	21	ε	ε	PROPN
ispiv-186	142	22	have	have	VERB
ispiv-186	142	23	virtually	virtually	ADV
ispiv-186	142	24	no	no	DET
ispiv-186	142	25	influence	influence	NOUN
ispiv-186	142	26	on	on	ADP
ispiv-186	142	27	the	the	DET
ispiv-186	142	28	rmse	rmse	NOUN
ispiv-186	142	29	.	.	PUNCT
ispiv-186	143	1	it	it	PRON
ispiv-186	143	2	is	be	AUX
ispiv-186	143	3	consistent	consistent	ADJ
ispiv-186	143	4	with	with	ADP
ispiv-186	143	5	the	the	DET
ispiv-186	143	6	quantitative	quantitative	ADJ
ispiv-186	143	7	explanation	explanation	NOUN
ispiv-186	143	8	given	give	VERB
ispiv-186	143	9	section	section	NOUN
ispiv-186	143	10	4	4	NUM
ispiv-186	143	11	.	.	PUNCT
ispiv-186	144	1	the	the	PRON
ispiv-186	144	2	greater	great	ADJ
ispiv-186	144	3	the	the	DET
ispiv-186	144	4	ppp	ppp	NOUN
ispiv-186	144	5	,	,	PUNCT
ispiv-186	144	6	the	the	PRON
ispiv-186	144	7	greater	great	ADJ
ispiv-186	144	8	the	the	DET
ispiv-186	144	9	influence	influence	NOUN
ispiv-186	144	10	of	of	ADP
ispiv-186	144	11	the	the	DET
ispiv-186	144	12	fn	fn	NOUN
ispiv-186	144	13	rate	rate	NOUN
ispiv-186	144	14	and	and	CCONJ
ispiv-186	144	15	ε	ε	PROPN
ispiv-186	144	16	.	.	PUNCT
ispiv-186	145	1	the	the	DET
ispiv-186	145	2	later	later	ADV
ispiv-186	145	3	being	be	AUX
ispiv-186	145	4	visible	visible	ADJ
ispiv-186	145	5	on	on	ADP
ispiv-186	145	6	the	the	DET
ispiv-186	145	7	extent	extent	NOUN
ispiv-186	145	8	of	of	ADP
ispiv-186	145	9	the	the	DET
ispiv-186	145	10	box	box	PROPN
ispiv-186	145	11	plot	plot	NOUN
ispiv-186	145	12	.	.	PUNCT
ispiv-186	146	1	the	the	DET
ispiv-186	146	2	bar	bar	NOUN
ispiv-186	146	3	can	can	AUX
ispiv-186	146	4	be	be	AUX
ispiv-186	146	5	retrieved	retrieve	VERB
ispiv-186	146	6	from	from	ADP
ispiv-186	146	7	the	the	DET
ispiv-186	146	8	foot	foot	NOUN
ispiv-186	146	9	of	of	ADP
ispiv-186	146	10	the	the	DET
ispiv-186	146	11	box	box	NOUN
ispiv-186	146	12	plot	plot	NOUN
ispiv-186	146	13	for	for	ADP
ispiv-186	146	14	a	a	DET
ispiv-186	146	15	fn	fn	NOUN
ispiv-186	146	16	percentage	percentage	NOUN
ispiv-186	146	17	equal	equal	ADJ
ispiv-186	146	18	zero	zero	NUM
ispiv-186	146	19	.	.	PUNCT
ispiv-186	147	1	4.3	4.3	NUM
ispiv-186	147	2	consistency	consistency	NOUN
ispiv-186	147	3	with	with	ADP
ispiv-186	147	4	1st	1st	PROPN
ispiv-186	147	5	lpt	lpt	PROPN
ispiv-186	147	6	challenge	challenge	NOUN
ispiv-186	147	7	results	result	VERB
ispiv-186	147	8	this	this	DET
ispiv-186	147	9	rmse	rmse	NOUN
ispiv-186	147	10	on	on	ADP
ispiv-186	147	11	particle	particle	NOUN
ispiv-186	147	12	localisation	localisation	NOUN
ispiv-186	147	13	error	error	NOUN
ispiv-186	147	14	model	model	NOUN
ispiv-186	147	15	is	be	AUX
ispiv-186	147	16	very	very	ADV
ispiv-186	147	17	simple	simple	ADJ
ispiv-186	147	18	.	.	PUNCT
ispiv-186	148	1	it	it	PRON
ispiv-186	148	2	involves	involve	VERB
ispiv-186	148	3	,	,	PUNCT
ispiv-186	148	4	for	for	ADP
ispiv-186	148	5	a	a	DET
ispiv-186	148	6	given	give	VERB
ispiv-186	148	7	ppp	ppp	NOUN
ispiv-186	148	8	,	,	PUNCT
ispiv-186	148	9	only	only	ADV
ispiv-186	148	10	2	2	NUM
ispiv-186	148	11	parameters	parameter	NOUN
ispiv-186	148	12	.	.	PUNCT
ispiv-186	149	1	originally	originally	ADV
ispiv-186	149	2	built	build	VERB
ispiv-186	149	3	to	to	PART
ispiv-186	149	4	study	study	VERB
ispiv-186	149	5	the	the	DET
ispiv-186	149	6	performances	performance	NOUN
ispiv-186	149	7	of	of	ADP
ispiv-186	149	8	df	df	NOUN
ispiv-186	149	9	-	-	PUNCT
ispiv-186	149	10	tptv	tptv	NOUN
ispiv-186	149	11	,	,	PUNCT
ispiv-186	149	12	the	the	DET
ispiv-186	149	13	question	question	NOUN
ispiv-186	149	14	of	of	ADP
ispiv-186	149	15	its	its	PRON
ispiv-186	149	16	scope	scope	NOUN
ispiv-186	149	17	naturally	naturally	ADV
ispiv-186	149	18	arises	arise	VERB
ispiv-186	149	19	.	.	PUNCT
ispiv-186	150	1	(	(	PUNCT
ispiv-186	150	2	a	a	X
ispiv-186	150	3	)	)	PUNCT
ispiv-186	150	4	(	(	PUNCT
ispiv-186	150	5	b	b	X
ispiv-186	150	6	)	)	PUNCT
ispiv-186	150	7	figure	figure	NOUN
ispiv-186	150	8	6	6	NUM
ispiv-186	150	9	:	:	PUNCT
ispiv-186	150	10	(	(	PUNCT
ispiv-186	150	11	a	a	X
ispiv-186	150	12	):	):	PUNCT
ispiv-186	150	13	df	df	NOUN
ispiv-186	150	14	-	-	PUNCT
ispiv-186	150	15	tptv	tptv	NOUN
ispiv-186	150	16	rmse	rmse	NOUN
ispiv-186	150	17	and	and	CCONJ
ispiv-186	150	18	bar	bar	NOUN
ispiv-186	150	19	as	as	ADP
ispiv-186	150	20	a	a	DET
ispiv-186	150	21	function	function	NOUN
ispiv-186	150	22	of	of	ADP
ispiv-186	150	23	the	the	DET
ispiv-186	150	24	ppp	ppp	NOUN
ispiv-186	150	25	.	.	PUNCT
ispiv-186	151	1	(	(	PUNCT
ispiv-186	151	2	b	b	X
ispiv-186	151	3	):	):	PUNCT
ispiv-186	151	4	df	df	NOUN
ispiv-186	151	5	-	-	PUNCT
ispiv-186	151	6	tptv	tptv	NOUN
ispiv-186	151	7	precision	precision	NOUN
ispiv-186	151	8	and	and	CCONJ
ispiv-186	151	9	recall	recall	NOUN
ispiv-186	151	10	as	as	ADP
ispiv-186	151	11	a	a	DET
ispiv-186	151	12	function	function	NOUN
ispiv-186	151	13	of	of	ADP
ispiv-186	151	14	the	the	DET
ispiv-186	151	15	ppp	ppp	NOUN
ispiv-186	151	16	.	.	PUNCT
ispiv-186	152	1	(	(	PUNCT
ispiv-186	152	2	a	a	X
ispiv-186	152	3	)	)	PUNCT
ispiv-186	152	4	(	(	PUNCT
ispiv-186	152	5	b	b	X
ispiv-186	152	6	)	)	PUNCT
ispiv-186	152	7	figure	figure	NOUN
ispiv-186	152	8	7	7	NUM
ispiv-186	152	9	:	:	PUNCT
ispiv-186	152	10	green	green	ADJ
ispiv-186	152	11	particles	particle	NOUN
ispiv-186	152	12	are	be	AUX
ispiv-186	152	13	the	the	DET
ispiv-186	152	14	recorded	recorded	ADJ
ispiv-186	152	15	one	one	NUM
ispiv-186	152	16	,	,	PUNCT
ispiv-186	152	17	the	the	DET
ispiv-186	152	18	detected	detect	VERB
ispiv-186	152	19	(	(	PUNCT
ispiv-186	152	20	red	red	ADJ
ispiv-186	152	21	)	)	PUNCT
ispiv-186	152	22	particle	particle	NOUN
ispiv-186	152	23	’s	’s	PART
ispiv-186	152	24	location	location	NOUN
ispiv-186	152	25	has	have	VERB
ispiv-186	152	26	to	to	PART
ispiv-186	152	27	be	be	AUX
ispiv-186	152	28	optimised	optimise	VERB
ispiv-186	152	29	.	.	PUNCT
ispiv-186	153	1	(	(	PUNCT
ispiv-186	153	2	a	a	X
ispiv-186	153	3	):	):	PUNCT
ispiv-186	153	4	the	the	DET
ispiv-186	153	5	particles	particle	NOUN
ispiv-186	153	6	do	do	AUX
ispiv-186	153	7	not	not	PART
ispiv-186	153	8	overlap	overlap	VERB
ispiv-186	153	9	.	.	PUNCT
ispiv-186	154	1	(	(	PUNCT
ispiv-186	154	2	b	b	NOUN
ispiv-186	154	3	):	):	PUNCT
ispiv-186	154	4	overlapping	overlap	VERB
ispiv-186	154	5	particles	particle	NOUN
ispiv-186	154	6	,	,	PUNCT
ispiv-186	154	7	the	the	DET
ispiv-186	154	8	optimisation	optimisation	NOUN
ispiv-186	154	9	results	result	VERB
ispiv-186	154	10	in	in	ADP
ispiv-186	154	11	a	a	DET
ispiv-186	154	12	compromise	compromise	NOUN
ispiv-186	154	13	solution	solution	NOUN
ispiv-186	154	14	.	.	PUNCT
ispiv-186	155	1	to	to	PART
ispiv-186	155	2	answer	answer	VERB
ispiv-186	155	3	this	this	DET
ispiv-186	155	4	question	question	NOUN
ispiv-186	155	5	we	we	PRON
ispiv-186	155	6	asked	ask	VERB
ispiv-186	155	7	the	the	DET
ispiv-186	155	8	participants	participant	NOUN
ispiv-186	155	9	’	'	PUNCT
ispiv-186	155	10	and	and	CCONJ
ispiv-186	155	11	organisers	organiser	NOUN
ispiv-186	155	12	’	’	PART
ispiv-186	155	13	permission	permission	NOUN
ispiv-186	155	14	to	to	PART
ispiv-186	155	15	compare	compare	VERB
ispiv-186	155	16	the	the	DET
ispiv-186	155	17	results	result	NOUN
ispiv-186	155	18	of	of	ADP
ispiv-186	155	19	the	the	DET
ispiv-186	155	20	1st	1st	ADJ
ispiv-186	155	21	lpt	lpt	PROPN
ispiv-186	155	22	challenge	challenge	NOUN
ispiv-186	155	23	(	(	PUNCT
ispiv-186	155	24	sciacchitano	sciacchitano	VERB
ispiv-186	155	25	et	et	PROPN
ispiv-186	155	26	al	al	PROPN
ispiv-186	155	27	.	.	PROPN
ispiv-186	155	28	,	,	PUNCT
ispiv-186	155	29	2020	2020	NUM
ispiv-186	155	30	)	)	PUNCT
ispiv-186	155	31	with	with	ADP
ispiv-186	155	32	the	the	DET
ispiv-186	155	33	model	model	NOUN
ispiv-186	155	34	predictions	prediction	NOUN
ispiv-186	155	35	.	.	PUNCT
ispiv-186	156	1	it	it	PRON
ispiv-186	156	2	should	should	AUX
ispiv-186	156	3	be	be	AUX
ispiv-186	156	4	stressed	stress	VERB
ispiv-186	156	5	that	that	SCONJ
ispiv-186	156	6	even	even	ADV
ispiv-186	156	7	if	if	SCONJ
ispiv-186	156	8	they	they	PRON
ispiv-186	156	9	share	share	VERB
ispiv-186	156	10	the	the	DET
ispiv-186	156	11	same	same	ADJ
ispiv-186	156	12	principles	principle	NOUN
ispiv-186	156	13	,	,	PUNCT
ispiv-186	156	14	the	the	DET
ispiv-186	156	15	algorithms	algorithm	NOUN
ispiv-186	156	16	of	of	ADP
ispiv-186	156	17	each	each	DET
ispiv-186	156	18	team	team	NOUN
ispiv-186	156	19	are	be	AUX
ispiv-186	156	20	different	different	ADJ
ispiv-186	156	21	and	and	CCONJ
ispiv-186	156	22	we	we	PRON
ispiv-186	156	23	do	do	AUX
ispiv-186	156	24	not	not	PART
ispiv-186	156	25	know	know	VERB
ispiv-186	156	26	exactly	exactly	ADV
ispiv-186	156	27	how	how	SCONJ
ispiv-186	156	28	they	they	PRON
ispiv-186	156	29	work	work	VERB
ispiv-186	156	30	.	.	PUNCT
ispiv-186	157	1	it	it	PRON
ispiv-186	157	2	should	should	AUX
ispiv-186	157	3	also	also	ADV
ispiv-186	157	4	be	be	AUX
ispiv-186	157	5	highlighted	highlight	VERB
ispiv-186	157	6	,	,	PUNCT
ispiv-186	157	7	as	as	SCONJ
ispiv-186	157	8	already	already	ADV
ispiv-186	157	9	mentioned	mention	VERB
ispiv-186	157	10	,	,	PUNCT
ispiv-186	157	11	that	that	SCONJ
ispiv-186	157	12	the	the	DET
ispiv-186	157	13	lpt	lpt	PROPN
ispiv-186	157	14	challenge	challenge	NOUN
ispiv-186	157	15	’s	’s	PART
ispiv-186	157	16	ground	ground	NOUN
ispiv-186	157	17	truth	truth	NOUN
ispiv-186	157	18	is	be	AUX
ispiv-186	157	19	not	not	PART
ispiv-186	157	20	available	available	ADJ
ispiv-186	157	21	for	for	ADP
ispiv-186	157	22	the	the	DET
ispiv-186	157	23	bar	bar	NOUN
ispiv-186	157	24	and	and	CCONJ
ispiv-186	157	25	rmse	rmse	PROPN
ispiv-186	157	26	model	model	NOUN
ispiv-186	157	27	.	.	PUNCT
ispiv-186	158	1	five	five	NUM
ispiv-186	158	2	teams	team	NOUN
ispiv-186	158	3	competed	compete	VERB
ispiv-186	158	4	in	in	ADP
ispiv-186	158	5	the	the	DET
ispiv-186	158	6	two	two	NUM
ispiv-186	158	7	pulse	pulse	NOUN
ispiv-186	158	8	lpt	lpt	PROPN
ispiv-186	158	9	challenge	challenge	NOUN
ispiv-186	158	10	,	,	PUNCT
ispiv-186	158	11	namely	namely	ADV
ispiv-186	158	12	:	:	PUNCT
ispiv-186	158	13	dlr	dlr	NOUN
ispiv-186	158	14	,	,	PUNCT
ispiv-186	158	15	lavision	lavision	NOUN
ispiv-186	158	16	,	,	PUNCT
ispiv-186	158	17	irae	irae	NOUN
ispiv-186	158	18	,	,	PUNCT
ispiv-186	158	19	ethz	ethz	ADJ
ispiv-186	158	20	and	and	CCONJ
ispiv-186	158	21	onera	onera	NOUN
ispiv-186	158	22	.	.	PUNCT
ispiv-186	159	1	the	the	DET
ispiv-186	159	2	rmse	rmse	ADJ
ispiv-186	159	3	prediction	prediction	NOUN
ispiv-186	159	4	given	give	VERB
ispiv-186	159	5	their	their	PRON
ispiv-186	159	6	detection	detection	NOUN
ispiv-186	159	7	performances	performance	NOUN
ispiv-186	159	8	is	be	AUX
ispiv-186	159	9	reported	report	VERB
ispiv-186	159	10	for	for	ADP
ispiv-186	159	11	all	all	DET
ispiv-186	159	12	the	the	DET
ispiv-186	159	13	teams	team	NOUN
ispiv-186	159	14	except	except	SCONJ
ispiv-186	159	15	ethz	ethz	ADJ
ispiv-186	159	16	,	,	PUNCT
ispiv-186	159	17	for	for	ADP
ispiv-186	159	18	which	which	PRON
ispiv-186	159	19	the	the	DET
ispiv-186	159	20	model	model	NOUN
ispiv-186	159	21	is	be	AUX
ispiv-186	159	22	not	not	PART
ispiv-186	159	23	directly	directly	ADV
ispiv-186	159	24	applicable	applicable	ADJ
ispiv-186	159	25	.	.	PUNCT
ispiv-186	160	1	dlr	dlr	NOUN
ispiv-186	160	2	and	and	CCONJ
ispiv-186	160	3	lavision	lavision	NOUN
ispiv-186	160	4	teams	team	NOUN
ispiv-186	160	5	submitted	submit	VERB
ispiv-186	160	6	results	result	NOUN
ispiv-186	160	7	for	for	ADP
ispiv-186	160	8	all	all	DET
ispiv-186	160	9	the	the	DET
ispiv-186	160	10	proposed	propose	VERB
ispiv-186	160	11	ppp	ppp	NOUN
ispiv-186	160	12	(	(	PUNCT
ispiv-186	160	13	ie	ie	X
ispiv-186	160	14	.	.	X
ispiv-186	160	15	up	up	ADP
ispiv-186	160	16	to	to	ADP
ispiv-186	160	17	0.16	0.16	NUM
ispiv-186	160	18	)	)	PUNCT
ispiv-186	160	19	while	while	SCONJ
ispiv-186	160	20	irae	irae	NOUN
ispiv-186	160	21	and	and	CCONJ
ispiv-186	160	22	onera	onera	NOUN
ispiv-186	160	23	stopped	stop	VERB
ispiv-186	160	24	at	at	ADP
ispiv-186	160	25	ppp=0.08	ppp=0.08	PROPN
ispiv-186	160	26	.	.	PUNCT
ispiv-186	160	27	figures	figure	NOUN
ispiv-186	160	28	10(a	10(a	NUM
ispiv-186	160	29	)	)	PUNCT
ispiv-186	160	30	,	,	PUNCT
ispiv-186	160	31	10(b	10(b	NUM
ispiv-186	160	32	)	)	PUNCT
ispiv-186	160	33	,	,	PUNCT
ispiv-186	160	34	10(c	10(c	NUM
ispiv-186	160	35	)	)	PUNCT
ispiv-186	160	36	,	,	PUNCT
ispiv-186	160	37	10(d	10(d	NUM
ispiv-186	160	38	)	)	PUNCT
ispiv-186	160	39	show	show	NOUN
ispiv-186	160	40	for	for	ADP
ispiv-186	160	41	the	the	DET
ispiv-186	160	42	four	four	NUM
ispiv-186	160	43	teams	team	NOUN
ispiv-186	160	44	,	,	PUNCT
ispiv-186	160	45	their	their	PRON
ispiv-186	160	46	rmse	rmse	NOUN
ispiv-186	160	47	,	,	PUNCT
ispiv-186	160	48	evaluated	evaluate	VERB
ispiv-186	160	49	with	with	ADP
ispiv-186	160	50	the	the	DET
ispiv-186	160	51	ground	ground	NOUN
ispiv-186	160	52	truth	truth	NOUN
ispiv-186	160	53	of	of	ADP
ispiv-186	160	54	the	the	DET
ispiv-186	160	55	1st	1st	ADJ
ispiv-186	160	56	lpt	lpt	PROPN
ispiv-186	160	57	challenge	challenge	NOUN
ispiv-186	160	58	,	,	PUNCT
ispiv-186	160	59	the	the	DET
ispiv-186	160	60	bar	bar	NOUN
ispiv-186	160	61	and	and	CCONJ
ispiv-186	160	62	the	the	DET
ispiv-186	160	63	model	model	NOUN
ispiv-186	160	64	prediction	prediction	NOUN
ispiv-186	160	65	as	as	ADP
ispiv-186	160	66	a	a	DET
ispiv-186	160	67	box	box	NOUN
ispiv-186	160	68	plot	plot	NOUN
ispiv-186	160	69	given	give	VERB
ispiv-186	160	70	their	their	PRON
ispiv-186	160	71	detection	detection	NOUN
ispiv-186	160	72	performances	performance	NOUN
ispiv-186	160	73	yielded	yield	VERB
ispiv-186	160	74	using	use	VERB
ispiv-186	160	75	the	the	DET
ispiv-186	160	76	hmdb	hmdb	NOUN
ispiv-186	160	77	.	.	PUNCT
ispiv-186	161	1	please	please	INTJ
ispiv-186	161	2	note	note	VERB
ispiv-186	161	3	that	that	SCONJ
ispiv-186	161	4	the	the	DET
ispiv-186	161	5	y	y	NOUN
ispiv-186	161	6	-	-	PUNCT
ispiv-186	161	7	scale	scale	NOUN
ispiv-186	161	8	are	be	AUX
ispiv-186	161	9	not	not	PART
ispiv-186	161	10	the	the	DET
ispiv-186	161	11	same	same	ADJ
ispiv-186	161	12	and	and	CCONJ
ispiv-186	161	13	depend	depend	VERB
ispiv-186	161	14	on	on	ADP
ispiv-186	161	15	the	the	DET
ispiv-186	161	16	team	team	NOUN
ispiv-186	161	17	’s	’s	PART
ispiv-186	161	18	performance	performance	NOUN
ispiv-186	161	19	.	.	PUNCT
ispiv-186	162	1	the	the	DET
ispiv-186	162	2	model	model	NOUN
ispiv-186	162	3	predicts	predict	VERB
ispiv-186	162	4	quite	quite	ADV
ispiv-186	162	5	well	well	ADV
ispiv-186	162	6	the	the	DET
ispiv-186	162	7	dlr	dlr	NOUN
ispiv-186	162	8	’s	’s	PART
ispiv-186	162	9	performance	performance	NOUN
ispiv-186	162	10	that	that	PRON
ispiv-186	162	11	is	be	AUX
ispiv-186	162	12	very	very	ADV
ispiv-186	162	13	close	close	ADJ
ispiv-186	162	14	to	to	ADP
ispiv-186	162	15	the	the	DET
ispiv-186	162	16	bar	bar	NOUN
ispiv-186	162	17	,	,	PUNCT
ispiv-186	162	18	betraying	betray	VERB
ispiv-186	162	19	detections	detection	NOUN
ispiv-186	162	20	without	without	ADP
ispiv-186	162	21	missed	miss	VERB
ispiv-186	162	22	particles	particle	NOUN
ispiv-186	162	23	.	.	PUNCT
ispiv-186	163	1	the	the	DET
ispiv-186	163	2	model	model	NOUN
ispiv-186	163	3	’s	’s	PART
ispiv-186	163	4	predictions	prediction	NOUN
ispiv-186	163	5	are	be	AUX
ispiv-186	163	6	not	not	PART
ispiv-186	163	7	too	too	ADV
ispiv-186	163	8	far	far	ADV
ispiv-186	163	9	from	from	ADP
ispiv-186	163	10	lavision	lavision	NOUN
ispiv-186	163	11	results	result	NOUN
ispiv-186	163	12	,	,	PUNCT
ispiv-186	163	13	and	and	CCONJ
ispiv-186	163	14	suggest	suggest	VERB
ispiv-186	163	15	,	,	PUNCT
ispiv-186	163	16	if	if	SCONJ
ispiv-186	163	17	we	we	PRON
ispiv-186	163	18	trust	trust	VERB
ispiv-186	163	19	the	the	DET
ispiv-186	163	20	model	model	NOUN
ispiv-186	163	21	,	,	PUNCT
ispiv-186	163	22	that	that	PRON
ispiv-186	163	23	given	give	VERB
ispiv-186	163	24	their	their	PRON
ispiv-186	163	25	detection	detection	NOUN
ispiv-186	163	26	performances	performance	NOUN
ispiv-186	163	27	,	,	PUNCT
ispiv-186	163	28	slightly	slightly	ADV
ispiv-186	163	29	better	well	ADJ
ispiv-186	163	30	rmse	rmse	ADJ
ispiv-186	163	31	performance	performance	NOUN
ispiv-186	163	32	is	be	AUX
ispiv-186	163	33	achievable	achievable	ADJ
ispiv-186	163	34	.	.	PUNCT
ispiv-186	164	1	in	in	ADP
ispiv-186	164	2	the	the	DET
ispiv-186	164	3	same	same	ADJ
ispiv-186	164	4	manner	manner	NOUN
ispiv-186	164	5	,	,	PUNCT
ispiv-186	164	6	irae	irae	PROPN
ispiv-186	164	7	’s	’s	PART
ispiv-186	164	8	performance	performance	NOUN
ispiv-186	164	9	is	be	AUX
ispiv-186	164	10	also	also	ADV
ispiv-186	164	11	captured	capture	VERB
ispiv-186	164	12	reasonably	reasonably	ADV
ispiv-186	164	13	well	well	ADV
ispiv-186	164	14	by	by	ADP
ispiv-186	164	15	the	the	DET
ispiv-186	164	16	model	model	NOUN
ispiv-186	164	17	that	that	PRON
ispiv-186	164	18	suggests	suggests	AUX
ispiv-186	164	19	achieved	achieve	VERB
ispiv-186	164	20	rmse	rmse	NOUN
ispiv-186	164	21	could	could	AUX
ispiv-186	164	22	also	also	ADV
ispiv-186	164	23	be	be	AUX
ispiv-186	164	24	slightly	slightly	ADV
ispiv-186	164	25	better	well	ADJ
ispiv-186	164	26	.	.	PUNCT
ispiv-186	165	1	as	as	ADV
ispiv-186	165	2	far	far	ADV
ispiv-186	165	3	as	as	SCONJ
ispiv-186	165	4	onera	onera	NOUN
ispiv-186	165	5	is	be	AUX
ispiv-186	165	6	concerned	concern	VERB
ispiv-186	165	7	,	,	PUNCT
ispiv-186	165	8	we	we	PRON
ispiv-186	165	9	used	use	VERB
ispiv-186	165	10	an	an	DET
ispiv-186	165	11	iterative	iterative	ADJ
ispiv-186	165	12	version	version	NOUN
ispiv-186	165	13	of	of	ADP
ispiv-186	165	14	dftptv	dftptv	NOUN
ispiv-186	165	15	to	to	PART
ispiv-186	165	16	compete	compete	VERB
ispiv-186	165	17	in	in	ADP
ispiv-186	165	18	the	the	DET
ispiv-186	165	19	challenge	challenge	NOUN
ispiv-186	165	20	,	,	PUNCT
ispiv-186	165	21	named	name	VERB
ispiv-186	165	22	i	i	PRON
ispiv-186	165	23	-	-	PUNCT
ispiv-186	165	24	df	df	NOUN
ispiv-186	165	25	-	-	PUNCT
ispiv-186	165	26	tptv	tptv	NOUN
ispiv-186	165	27	v0	v0	NOUN
ispiv-186	165	28	.	.	PUNCT
ispiv-186	166	1	the	the	DET
ispiv-186	166	2	model	model	NOUN
ispiv-186	166	3	predicts	predict	VERB
ispiv-186	166	4	far	far	ADV
ispiv-186	166	5	better	well	ADJ
ispiv-186	166	6	rmse	rmse	ADJ
ispiv-186	166	7	performance	performance	NOUN
ispiv-186	166	8	than	than	ADP
ispiv-186	166	9	the	the	DET
ispiv-186	166	10	achieved	achieve	VERB
ispiv-186	166	11	one	one	NUM
ispiv-186	166	12	,	,	PUNCT
ispiv-186	166	13	given	give	VERB
ispiv-186	166	14	the	the	DET
ispiv-186	166	15	detection	detection	NOUN
ispiv-186	166	16	performances	performance	NOUN
ispiv-186	166	17	,	,	PUNCT
ispiv-186	166	18	suggesting	suggest	VERB
ispiv-186	166	19	there	there	PRON
ispiv-186	166	20	was	be	VERB
ispiv-186	166	21	something	something	PRON
ispiv-186	166	22	wrong	wrong	ADJ
ispiv-186	166	23	with	with	ADP
ispiv-186	166	24	the	the	DET
ispiv-186	166	25	optimisation	optimisation	NOUN
ispiv-186	166	26	step	step	NOUN
ispiv-186	166	27	of	of	ADP
ispiv-186	166	28	our	our	PRON
ispiv-186	166	29	algorithm	algorithm	NOUN
ispiv-186	166	30	,	,	PUNCT
ispiv-186	166	31	that	that	PRON
ispiv-186	166	32	did	do	AUX
ispiv-186	166	33	not	not	PART
ispiv-186	166	34	make	make	VERB
ispiv-186	166	35	use	use	NOUN
ispiv-186	166	36	of	of	ADP
ispiv-186	166	37	preconditioning	precondition	VERB
ispiv-186	166	38	.	.	PUNCT
ispiv-186	167	1	furthermore	furthermore	ADV
ispiv-186	167	2	,	,	PUNCT
ispiv-186	167	3	the	the	DET
ispiv-186	167	4	understanding	understanding	NOUN
ispiv-186	167	5	of	of	ADP
ispiv-186	167	6	the	the	DET
ispiv-186	167	7	key	key	ADJ
ispiv-186	167	8	role	role	NOUN
ispiv-186	167	9	of	of	ADP
ispiv-186	167	10	fn	fn	NOUN
ispiv-186	167	11	lead	lead	NOUN
ispiv-186	167	12	to	to	ADP
ispiv-186	167	13	significant	significant	ADJ
ispiv-186	167	14	changes	change	NOUN
ispiv-186	167	15	in	in	ADP
ispiv-186	167	16	the	the	DET
ispiv-186	167	17	algorithm	algorithm	NOUN
ispiv-186	167	18	structure	structure	NOUN
ispiv-186	167	19	,	,	PUNCT
ispiv-186	167	20	now	now	ADV
ispiv-186	167	21	v1	v1	VERB
ispiv-186	167	22	.	.	PUNCT
ispiv-186	168	1	figure	figure	NOUN
ispiv-186	168	2	11	11	NUM
ispiv-186	168	3	compares	compare	NOUN
ispiv-186	168	4	(	(	PUNCT
ispiv-186	168	5	a	a	NOUN
ispiv-186	168	6	)	)	PUNCT
ispiv-186	168	7	(	(	PUNCT
ispiv-186	168	8	b	b	X
ispiv-186	168	9	)	)	PUNCT
ispiv-186	168	10	figure	figure	NOUN
ispiv-186	168	11	8	8	NUM
ispiv-186	168	12	:	:	PUNCT
ispiv-186	168	13	df	df	ADJ
ispiv-186	168	14	-	-	PUNCT
ispiv-186	168	15	tptv	tptv	NOUN
ispiv-186	168	16	performance	performance	NOUN
ispiv-186	168	17	in	in	ADP
ispiv-186	168	18	terms	term	NOUN
ispiv-186	168	19	of	of	ADP
ispiv-186	168	20	rmse	rmse	NOUN
ispiv-186	168	21	(	(	PUNCT
ispiv-186	168	22	blue	blue	ADJ
ispiv-186	168	23	)	)	PUNCT
ispiv-186	168	24	(	(	PUNCT
ispiv-186	168	25	a	a	X
ispiv-186	168	26	):	):	PUNCT
ispiv-186	168	27	rmse	rmse	NOUN
ispiv-186	168	28	predicted	predict	VERB
ispiv-186	168	29	by	by	ADP
ispiv-186	168	30	optimisation	optimisation	NOUN
ispiv-186	168	31	with	with	ADP
ispiv-186	168	32	the	the	DET
ispiv-186	168	33	same	same	ADJ
ispiv-186	168	34	amount	amount	NOUN
ispiv-186	168	35	of	of	ADP
ispiv-186	168	36	randomly	randomly	ADV
ispiv-186	168	37	selected	select	VERB
ispiv-186	168	38	fn	fn	NOUN
ispiv-186	168	39	.	.	PUNCT
ispiv-186	169	1	(	(	PUNCT
ispiv-186	169	2	b	b	X
ispiv-186	169	3	):	):	PUNCT
ispiv-186	169	4	rmse	rmse	PROPN
ispiv-186	169	5	predicted	predict	VERB
ispiv-186	169	6	by	by	ADP
ispiv-186	169	7	optimisation	optimisation	NOUN
ispiv-186	169	8	with	with	ADP
ispiv-186	169	9	the	the	DET
ispiv-186	169	10	same	same	ADJ
ispiv-186	169	11	amount	amount	NOUN
ispiv-186	169	12	of	of	ADP
ispiv-186	169	13	fn	fn	NOUN
ispiv-186	169	14	being	be	AUX
ispiv-186	169	15	chosen	choose	VERB
ispiv-186	169	16	among	among	ADP
ispiv-186	169	17	the	the	DET
ispiv-186	169	18	least	least	ADV
ispiv-186	169	19	bright	bright	ADJ
ispiv-186	169	20	.	.	PUNCT
ispiv-186	170	1	v0	v0	NOUN
ispiv-186	170	2	and	and	CCONJ
ispiv-186	170	3	v1	v1	NOUN
ispiv-186	170	4	performances	performance	NOUN
ispiv-186	170	5	.	.	PUNCT
ispiv-186	171	1	note	note	VERB
ispiv-186	171	2	that	that	SCONJ
ispiv-186	171	3	v0	v0	NOUN
ispiv-186	171	4	is	be	AUX
ispiv-186	171	5	evaluated	evaluate	VERB
ispiv-186	171	6	on	on	ADP
ispiv-186	171	7	the	the	DET
ispiv-186	171	8	challenge	challenge	NOUN
ispiv-186	171	9	data	datum	NOUN
ispiv-186	171	10	while	while	SCONJ
ispiv-186	171	11	v1	v1	NOUN
ispiv-186	171	12	is	be	AUX
ispiv-186	171	13	evaluated	evaluate	VERB
ispiv-186	171	14	on	on	ADP
ispiv-186	171	15	the	the	DET
ispiv-186	171	16	home	home	NOUN
ispiv-186	171	17	made	make	VERB
ispiv-186	171	18	data	datum	NOUN
ispiv-186	171	19	base	base	NOUN
ispiv-186	171	20	.	.	PUNCT
ispiv-186	172	1	but	but	CCONJ
ispiv-186	172	2	in	in	ADP
ispiv-186	172	3	the	the	DET
ispiv-186	172	4	latter	latter	ADJ
ispiv-186	172	5	,	,	PUNCT
ispiv-186	172	6	evaluation	evaluation	NOUN
ispiv-186	172	7	and	and	CCONJ
ispiv-186	172	8	model	model	NOUN
ispiv-186	172	9	prediction	prediction	NOUN
ispiv-186	172	10	does	do	AUX
ispiv-186	172	11	not	not	PART
ispiv-186	172	12	use	use	VERB
ispiv-186	172	13	the	the	DET
ispiv-186	172	14	same	same	ADJ
ispiv-186	172	15	set	set	NOUN
ispiv-186	172	16	of	of	ADP
ispiv-186	172	17	particles	particle	NOUN
ispiv-186	172	18	.	.	PUNCT
ispiv-186	173	1	it	it	PRON
ispiv-186	173	2	may	may	AUX
ispiv-186	173	3	be	be	AUX
ispiv-186	173	4	seen	see	VERB
ispiv-186	173	5	that	that	SCONJ
ispiv-186	173	6	v1	v1	NOUN
ispiv-186	173	7	performance	performance	NOUN
ispiv-186	173	8	is	be	AUX
ispiv-186	173	9	now	now	ADV
ispiv-186	173	10	consistent	consistent	ADJ
ispiv-186	173	11	with	with	ADP
ispiv-186	173	12	the	the	DET
ispiv-186	173	13	model	model	NOUN
ispiv-186	173	14	prediction	prediction	NOUN
ispiv-186	173	15	,	,	PUNCT
ispiv-186	173	16	and	and	CCONJ
ispiv-186	173	17	much	much	ADV
ispiv-186	173	18	closer	close	ADJ
ispiv-186	173	19	to	to	ADP
ispiv-186	173	20	the	the	DET
ispiv-186	173	21	bar	bar	NOUN
ispiv-186	173	22	than	than	SCONJ
ispiv-186	173	23	it	it	PRON
ispiv-186	173	24	used	use	VERB
ispiv-186	173	25	to	to	PART
ispiv-186	173	26	be	be	AUX
ispiv-186	173	27	for	for	ADP
ispiv-186	173	28	v0	v0	NOUN
ispiv-186	173	29	.	.	PUNCT
ispiv-186	174	1	5	5	NUM
ispiv-186	174	2	conclusions	conclusion	NOUN
ispiv-186	174	3	we	we	PRON
ispiv-186	174	4	have	have	AUX
ispiv-186	174	5	highlighted	highlight	VERB
ispiv-186	174	6	that	that	SCONJ
ispiv-186	174	7	for	for	ADP
ispiv-186	174	8	a	a	DET
ispiv-186	174	9	given	give	VERB
ispiv-186	174	10	synthetic	synthetic	ADJ
ispiv-186	174	11	setup	setup	NOUN
ispiv-186	174	12	there	there	PRON
ispiv-186	174	13	is	be	VERB
ispiv-186	174	14	a	a	DET
ispiv-186	174	15	best	good	ADJ
ispiv-186	174	16	achievable	achievable	ADJ
ispiv-186	174	17	root	root	NOUN
ispiv-186	174	18	mean	mean	NOUN
ispiv-186	174	19	square	square	ADJ
ispiv-186	174	20	error	error	NOUN
ispiv-186	174	21	on	on	ADP
ispiv-186	174	22	particle	particle	NOUN
ispiv-186	174	23	localisation	localisation	NOUN
ispiv-186	174	24	(	(	PUNCT
ispiv-186	174	25	bar	bar	NOUN
ispiv-186	174	26	)	)	PUNCT
ispiv-186	174	27	that	that	PRON
ispiv-186	174	28	depends	depend	VERB
ispiv-186	174	29	on	on	ADP
ispiv-186	174	30	image	image	NOUN
ispiv-186	174	31	noise	noise	NOUN
ispiv-186	174	32	and	and	CCONJ
ispiv-186	174	33	ppp	ppp	NOUN
ispiv-186	174	34	.	.	PUNCT
ispiv-186	175	1	we	we	PRON
ispiv-186	175	2	have	have	AUX
ispiv-186	175	3	shown	show	VERB
ispiv-186	175	4	that	that	SCONJ
ispiv-186	175	5	the	the	DET
ispiv-186	175	6	bar	bar	NOUN
ispiv-186	175	7	can	can	AUX
ispiv-186	175	8	virtually	virtually	ADV
ispiv-186	175	9	be	be	AUX
ispiv-186	175	10	reached	reach	VERB
ispiv-186	175	11	starting	start	VERB
ispiv-186	175	12	from	from	ADP
ispiv-186	175	13	a	a	DET
ispiv-186	175	14	reasonable	reasonable	ADJ
ispiv-186	175	15	rough	rough	ADJ
ispiv-186	175	16	first	first	ADJ
ispiv-186	175	17	guess	guess	NOUN
ispiv-186	175	18	provided	provide	VERB
ispiv-186	175	19	there	there	PRON
ispiv-186	175	20	are	be	VERB
ispiv-186	175	21	no	no	DET
ispiv-186	175	22	missing	miss	VERB
ispiv-186	175	23	particles	particle	NOUN
ispiv-186	175	24	(	(	PUNCT
ispiv-186	175	25	fn	fn	NOUN
ispiv-186	175	26	)	)	PUNCT
ispiv-186	175	27	and	and	CCONJ
ispiv-186	175	28	that	that	SCONJ
ispiv-186	175	29	a	a	DET
ispiv-186	175	30	suitable	suitable	ADJ
ispiv-186	175	31	optimisation	optimisation	NOUN
ispiv-186	175	32	algorithm	algorithm	NOUN
ispiv-186	175	33	using	use	VERB
ispiv-186	175	34	an	an	DET
ispiv-186	175	35	appropriate	appropriate	ADJ
ispiv-186	175	36	preconditioning	precondition	VERB
ispiv-186	175	37	technique	technique	NOUN
ispiv-186	175	38	is	be	AUX
ispiv-186	175	39	used	use	VERB
ispiv-186	175	40	.	.	PUNCT
ispiv-186	176	1	we	we	PRON
ispiv-186	176	2	have	have	AUX
ispiv-186	176	3	brought	bring	VERB
ispiv-186	176	4	up	up	ADP
ispiv-186	176	5	that	that	DET
ispiv-186	176	6	missing	miss	VERB
ispiv-186	176	7	particles	particle	NOUN
ispiv-186	176	8	,	,	PUNCT
ispiv-186	176	9	in	in	ADP
ispiv-186	176	10	view	view	NOUN
ispiv-186	176	11	of	of	ADP
ispiv-186	176	12	the	the	DET
ispiv-186	176	13	optimisation	optimisation	NOUN
ispiv-186	176	14	involved	involve	VERB
ispiv-186	176	15	in	in	ADP
ispiv-186	176	16	the	the	DET
ispiv-186	176	17	accurate	accurate	ADJ
ispiv-186	176	18	localisation	localisation	NOUN
ispiv-186	176	19	steps	step	NOUN
ispiv-186	176	20	,	,	PUNCT
ispiv-186	176	21	results	result	VERB
ispiv-186	176	22	–	–	PUNCT
ispiv-186	176	23	at	at	ADP
ispiv-186	176	24	ppp	ppp	NOUN
ispiv-186	176	25	larger	large	ADJ
ispiv-186	176	26	than	than	ADP
ispiv-186	176	27	0.025	0.025	NUM
ispiv-186	176	28	–	–	PUNCT
ispiv-186	176	29	in	in	ADP
ispiv-186	176	30	a	a	DET
ispiv-186	176	31	much	much	ADV
ispiv-186	176	32	stronger	strong	ADJ
ispiv-186	176	33	noise	noise	NOUN
ispiv-186	176	34	than	than	ADP
ispiv-186	176	35	background	background	NOUN
ispiv-186	176	36	image	image	NOUN
ispiv-186	176	37	noise	noise	NOUN
ispiv-186	176	38	.	.	PUNCT
ispiv-186	177	1	for	for	ADP
ispiv-186	177	2	a	a	DET
ispiv-186	177	3	given	give	VERB
ispiv-186	177	4	ppp	ppp	NOUN
ispiv-186	177	5	,	,	PUNCT
ispiv-186	177	6	we	we	PRON
ispiv-186	177	7	proposed	propose	VERB
ispiv-186	177	8	a	a	DET
ispiv-186	177	9	model	model	NOUN
ispiv-186	177	10	that	that	PRON
ispiv-186	177	11	relies	rely	VERB
ispiv-186	177	12	on	on	ADP
ispiv-186	177	13	only	only	ADV
ispiv-186	177	14	2	2	NUM
ispiv-186	177	15	parameters	parameter	NOUN
ispiv-186	177	16	:	:	PUNCT
ispiv-186	177	17	the	the	DET
ispiv-186	177	18	rate	rate	NOUN
ispiv-186	177	19	of	of	ADP
ispiv-186	177	20	missed	miss	VERB
ispiv-186	177	21	particles	particle	NOUN
ispiv-186	177	22	among	among	ADP
ispiv-186	177	23	the	the	DET
ispiv-186	177	24	least	least	ADV
ispiv-186	177	25	bright	bright	ADJ
ispiv-186	177	26	and	and	CCONJ
ispiv-186	177	27	the	the	DET
ispiv-186	177	28	first	first	ADJ
ispiv-186	177	29	guess	guess	NOUN
ispiv-186	177	30	rmse	rmse	NOUN
ispiv-186	177	31	on	on	ADP
ispiv-186	177	32	particle	particle	NOUN
ispiv-186	177	33	localisation	localisation	NOUN
ispiv-186	177	34	.	.	PUNCT
ispiv-186	178	1	one	one	PRON
ispiv-186	178	2	might	might	AUX
ispiv-186	178	3	have	have	AUX
ispiv-186	178	4	noticed	notice	VERB
ispiv-186	178	5	that	that	SCONJ
ispiv-186	178	6	ghosts	ghost	NOUN
ispiv-186	178	7	do	do	AUX
ispiv-186	178	8	not	not	PART
ispiv-186	178	9	take	take	VERB
ispiv-186	178	10	part	part	NOUN
ispiv-186	178	11	in	in	ADP
ispiv-186	178	12	the	the	DET
ispiv-186	178	13	model	model	NOUN
ispiv-186	178	14	.	.	PUNCT
ispiv-186	179	1	contrary	contrary	ADJ
ispiv-186	179	2	to	to	ADP
ispiv-186	179	3	fn	fn	NOUN
ispiv-186	179	4	they	they	PRON
ispiv-186	179	5	are	be	AUX
ispiv-186	179	6	not	not	PART
ispiv-186	179	7	easy	easy	ADJ
ispiv-186	179	8	to	to	PART
ispiv-186	179	9	simulate	simulate	VERB
ispiv-186	179	10	since	since	SCONJ
ispiv-186	179	11	intensity	intensity	NOUN
ispiv-186	179	12	balance	balance	NOUN
ispiv-186	179	13	is	be	AUX
ispiv-186	179	14	also	also	ADV
ispiv-186	179	15	required	require	VERB
ispiv-186	179	16	.	.	PUNCT
ispiv-186	180	1	but	but	CCONJ
ispiv-186	180	2	we	we	PRON
ispiv-186	180	3	have	have	VERB
ispiv-186	180	4	indications	indication	NOUN
ispiv-186	180	5	that	that	SCONJ
ispiv-186	180	6	the	the	DET
ispiv-186	180	7	model	model	NOUN
ispiv-186	180	8	holds	hold	VERB
ispiv-186	180	9	even	even	ADV
ispiv-186	180	10	with	with	ADP
ispiv-186	180	11	a	a	DET
ispiv-186	180	12	large	large	ADJ
ispiv-186	180	13	amount	amount	NOUN
ispiv-186	180	14	of	of	ADP
ispiv-186	180	15	ghosts	ghost	NOUN
ispiv-186	180	16	associated	associate	VERB
ispiv-186	180	17	with	with	ADP
ispiv-186	180	18	fn	fn	PROPN
ispiv-186	180	19	.	.	PUNCT
ispiv-186	181	1	of	of	ADP
ispiv-186	181	2	course	course	ADV
ispiv-186	181	3	,	,	PUNCT
ispiv-186	181	4	this	this	DET
ispiv-186	181	5	model	model	NOUN
ispiv-186	181	6	is	be	AUX
ispiv-186	181	7	too	too	ADV
ispiv-186	181	8	simple	simple	ADJ
ispiv-186	181	9	to	to	PART
ispiv-186	181	10	be	be	AUX
ispiv-186	181	11	perfect	perfect	ADJ
ispiv-186	181	12	,	,	PUNCT
ispiv-186	181	13	but	but	CCONJ
ispiv-186	181	14	it	it	PRON
ispiv-186	181	15	matches	match	VERB
ispiv-186	181	16	quite	quite	ADV
ispiv-186	181	17	well	well	ADV
ispiv-186	181	18	with	with	ADP
ispiv-186	181	19	1st	1st	ADJ
ispiv-186	181	20	lpt	lpt	PROPN
ispiv-186	181	21	challenge	challenge	NOUN
ispiv-186	181	22	results	result	NOUN
ispiv-186	181	23	,	,	PUNCT
ispiv-186	181	24	at	at	ADP
ispiv-186	181	25	least	least	ADJ
ispiv-186	181	26	for	for	ADP
ispiv-186	181	27	3	3	NUM
ispiv-186	181	28	teams	team	NOUN
ispiv-186	181	29	.	.	PUNCT
ispiv-186	182	1	although	although	SCONJ
ispiv-186	182	2	we	we	PRON
ispiv-186	182	3	have	have	AUX
ispiv-186	182	4	demonstrated	demonstrate	VERB
ispiv-186	182	5	this	this	DET
ispiv-186	182	6	model	model	NOUN
ispiv-186	182	7	in	in	ADP
ispiv-186	182	8	a	a	DET
ispiv-186	182	9	two	two	NUM
ispiv-186	182	10	frame	frame	NOUN
ispiv-186	182	11	context	context	NOUN
ispiv-186	182	12	we	we	PRON
ispiv-186	182	13	think	think	VERB
ispiv-186	182	14	that	that	SCONJ
ispiv-186	182	15	to	to	ADP
ispiv-186	182	16	a	a	DET
ispiv-186	182	17	large	large	ADJ
ispiv-186	182	18	extend	extend	NOUN
ispiv-186	182	19	it	it	PRON
ispiv-186	182	20	might	might	AUX
ispiv-186	182	21	apply	apply	VERB
ispiv-186	182	22	to	to	ADP
ispiv-186	182	23	multi	multi	ADJ
ispiv-186	182	24	pulses	pulse	NOUN
ispiv-186	182	25	process	process	NOUN
ispiv-186	182	26	.	.	PUNCT
ispiv-186	183	1	finally	finally	ADV
ispiv-186	183	2	,	,	PUNCT
ispiv-186	183	3	it	it	PRON
ispiv-186	183	4	is	be	AUX
ispiv-186	183	5	well	well	ADV
ispiv-186	183	6	known	know	VERB
ispiv-186	183	7	that	that	SCONJ
ispiv-186	183	8	synthetic	synthetic	ADJ
ispiv-186	183	9	images	image	NOUN
ispiv-186	183	10	are	be	AUX
ispiv-186	183	11	a	a	DET
ispiv-186	183	12	pale	pale	ADJ
ispiv-186	183	13	reflection	reflection	NOUN
ispiv-186	183	14	of	of	ADP
ispiv-186	183	15	experiments	experiment	NOUN
ispiv-186	183	16	images	image	NOUN
ispiv-186	183	17	,	,	PUNCT
ispiv-186	183	18	but	but	CCONJ
ispiv-186	183	19	the	the	DET
ispiv-186	183	20	model	model	NOUN
ispiv-186	183	21	suggests	suggest	VERB
ispiv-186	183	22	that	that	SCONJ
ispiv-186	183	23	if	if	SCONJ
ispiv-186	183	24	an	an	DET
ispiv-186	183	25	accurate	accurate	ADJ
ispiv-186	183	26	localisation	localisation	NOUN
ispiv-186	183	27	is	be	AUX
ispiv-186	183	28	of	of	ADP
ispiv-186	183	29	critical	critical	ADJ
ispiv-186	183	30	importance	importance	NOUN
ispiv-186	183	31	,	,	PUNCT
ispiv-186	183	32	one	one	PRON
ispiv-186	183	33	should	should	AUX
ispiv-186	183	34	set	set	VERB
ispiv-186	183	35	a	a	DET
ispiv-186	183	36	ppp	ppp	NOUN
ispiv-186	183	37	such	such	ADJ
ispiv-186	183	38	that	that	SCONJ
ispiv-186	183	39	the	the	DET
ispiv-186	183	40	used	use	VERB
ispiv-186	183	41	lpt	lpt	PROPN
ispiv-186	183	42	algorithm	algorithm	NOUN
ispiv-186	183	43	misses	miss	VERB
ispiv-186	183	44	as	as	ADV
ispiv-186	183	45	few	few	ADJ
ispiv-186	183	46	particles	particle	NOUN
ispiv-186	183	47	as	as	ADP
ispiv-186	183	48	possible	possible	ADJ
ispiv-186	183	49	.	.	PUNCT
ispiv-186	184	1	acknowledgements	acknowledgement	NOUN
ispiv-186	184	2	the	the	DET
ispiv-186	184	3	authors	author	NOUN
ispiv-186	184	4	wish	wish	VERB
ispiv-186	184	5	to	to	PART
ispiv-186	184	6	thank	thank	VERB
ispiv-186	184	7	the	the	DET
ispiv-186	184	8	organisers	organiser	NOUN
ispiv-186	184	9	and	and	CCONJ
ispiv-186	184	10	participant	participant	ADJ
ispiv-186	184	11	teams	team	NOUN
ispiv-186	184	12	of	of	ADP
ispiv-186	184	13	the	the	DET
ispiv-186	184	14	1st	1st	ADJ
ispiv-186	184	15	lpt	lpt	PROPN
ispiv-186	184	16	challenge	challenge	NOUN
ispiv-186	184	17	for	for	ADP
ispiv-186	184	18	agreeing	agree	VERB
ispiv-186	184	19	on	on	ADP
ispiv-186	184	20	the	the	DET
ispiv-186	184	21	use	use	NOUN
ispiv-186	184	22	of	of	ADP
ispiv-186	184	23	their	their	PRON
ispiv-186	184	24	results	result	NOUN
ispiv-186	184	25	.	.	PUNCT
ispiv-186	185	1	we	we	PRON
ispiv-186	185	2	hope	hope	VERB
ispiv-186	185	3	this	this	DET
ispiv-186	185	4	work	work	NOUN
ispiv-186	185	5	will	will	AUX
ispiv-186	185	6	be	be	AUX
ispiv-186	185	7	useful	useful	ADJ
ispiv-186	185	8	to	to	PART
ispiv-186	185	9	improve	improve	VERB
ispiv-186	185	10	the	the	DET
ispiv-186	185	11	performances	performance	NOUN
ispiv-186	185	12	of	of	ADP
ispiv-186	185	13	their	their	PRON
ispiv-186	185	14	methods	method	NOUN
ispiv-186	185	15	.	.	PUNCT
ispiv-186	186	1	references	reference	NOUN
ispiv-186	186	2	cornic	cornic	VERB
ispiv-186	186	3	p	p	X
ispiv-186	186	4	,	,	PUNCT
ispiv-186	186	5	champagnat	champagnat	PROPN
ispiv-186	186	6	f	f	AUX
ispiv-186	186	7	,	,	PUNCT
ispiv-186	186	8	cheminet	cheminet	NOUN
ispiv-186	186	9	a	a	PRON
ispiv-186	186	10	,	,	PUNCT
ispiv-186	186	11	leclaire	leclaire	NOUN
ispiv-186	186	12	b	b	NOUN
ispiv-186	186	13	,	,	PUNCT
ispiv-186	186	14	and	and	CCONJ
ispiv-186	186	15	le	le	X
ispiv-186	186	16	besnerais	besnerais	PROPN
ispiv-186	186	17	g	g	PROPN
ispiv-186	186	18	(	(	PUNCT
ispiv-186	186	19	2015	2015	NUM
ispiv-186	186	20	)	)	PUNCT
ispiv-186	186	21	fast	fast	ADJ
ispiv-186	186	22	and	and	CCONJ
ispiv-186	186	23	efficient	efficient	ADJ
ispiv-186	186	24	particle	particle	NOUN
ispiv-186	186	25	reconstruction	reconstruction	NOUN
ispiv-186	186	26	on	on	ADP
ispiv-186	186	27	a	a	DET
ispiv-186	186	28	3d	3d	NUM
ispiv-186	186	29	grid	grid	NOUN
ispiv-186	186	30	using	use	VERB
ispiv-186	186	31	sparsity	sparsity	NOUN
ispiv-186	186	32	.	.	PUNCT
ispiv-186	187	1	experiments	experiment	NOUN
ispiv-186	187	2	in	in	ADP
ispiv-186	187	3	fluids	fluid	NOUN
ispiv-186	187	4	56:62	56:62	NUM
ispiv-186	187	5	cornic	cornic	ADJ
ispiv-186	187	6	p	p	NOUN
ispiv-186	187	7	,	,	PUNCT
ispiv-186	187	8	leclaire	leclaire	NOUN
ispiv-186	187	9	b	b	NOUN
ispiv-186	187	10	,	,	PUNCT
ispiv-186	187	11	champagnat	champagnat	PROPN
ispiv-186	187	12	f	f	AUX
ispiv-186	187	13	,	,	PUNCT
ispiv-186	187	14	le	le	X
ispiv-186	187	15	besnerais	besnerais	PROPN
ispiv-186	187	16	g	g	PROPN
ispiv-186	187	17	,	,	PUNCT
ispiv-186	187	18	cheminet	cheminet	NOUN
ispiv-186	187	19	a	a	PRON
ispiv-186	187	20	,	,	PUNCT
ispiv-186	187	21	illoul	illoul	ADJ
ispiv-186	187	22	c	c	NOUN
ispiv-186	187	23	,	,	PUNCT
ispiv-186	187	24	and	and	CCONJ
ispiv-186	187	25	losfeld	losfeld	VERB
ispiv-186	187	26	g	g	NOUN
ispiv-186	187	27	(	(	PUNCT
ispiv-186	187	28	2020	2020	NUM
ispiv-186	187	29	)	)	PUNCT
ispiv-186	187	30	doubleframe	doubleframe	VERB
ispiv-186	187	31	tomographic	tomographic	ADJ
ispiv-186	187	32	ptv	ptv	NOUN
ispiv-186	187	33	at	at	ADP
ispiv-186	187	34	high	high	ADJ
ispiv-186	187	35	seeding	seed	VERB
ispiv-186	187	36	densities	density	NOUN
ispiv-186	187	37	.	.	PUNCT
ispiv-186	188	1	experiments	experiment	NOUN
ispiv-186	188	2	in	in	ADP
ispiv-186	188	3	fluids	fluid	NOUN
ispiv-186	188	4	61:1–24	61:1–24	PRON
ispiv-186	188	5	figure	figure	VERB
ispiv-186	188	6	9	9	NUM
ispiv-186	188	7	:	:	PUNCT
ispiv-186	188	8	rmse	rmse	NOUN
ispiv-186	188	9	on	on	ADP
ispiv-186	188	10	particle	particle	NOUN
ispiv-186	188	11	localisation	localisation	NOUN
ispiv-186	188	12	as	as	ADP
ispiv-186	188	13	a	a	DET
ispiv-186	188	14	function	function	NOUN
ispiv-186	188	15	of	of	ADP
ispiv-186	188	16	the	the	DET
ispiv-186	188	17	fn	fn	NOUN
ispiv-186	188	18	percentage	percentage	NOUN
ispiv-186	188	19	(	(	PUNCT
ispiv-186	188	20	missed	miss	VERB
ispiv-186	188	21	particles	particle	NOUN
ispiv-186	188	22	being	be	AUX
ispiv-186	188	23	among	among	ADP
ispiv-186	188	24	the	the	DET
ispiv-186	188	25	least	least	ADV
ispiv-186	188	26	bright	bright	ADJ
ispiv-186	188	27	)	)	PUNCT
ispiv-186	188	28	and	and	CCONJ
ispiv-186	188	29	initial	initial	ADJ
ispiv-186	188	30	rmse	rmse	ADJ
ispiv-186	188	31	ε	ε	PROPN
ispiv-186	188	32	of	of	ADP
ispiv-186	188	33	the	the	DET
ispiv-186	188	34	first	first	ADJ
ispiv-186	188	35	guess	guess	NOUN
ispiv-186	188	36	.	.	PUNCT
ispiv-186	189	1	a	a	DET
ispiv-186	189	2	box	box	NOUN
ispiv-186	189	3	plot	plot	NOUN
ispiv-186	189	4	spans	span	NOUN
ispiv-186	189	5	ε	ε	PROPN
ispiv-186	189	6	=	=	SYM
ispiv-186	189	7	0	0	PROPN
ispiv-186	189	8	to	to	PART
ispiv-186	189	9	ε	ε	PROPN
ispiv-186	189	10	=	=	SYM
ispiv-186	189	11	1	1	NUM
ispiv-186	189	12	voxel	voxel	PROPN
ispiv-186	189	13	.	.	PUNCT
ispiv-186	190	1	uniform	uniform	ADJ
ispiv-186	190	2	intensity	intensity	NOUN
ispiv-186	190	3	distribution	distribution	NOUN
ispiv-186	190	4	in	in	ADP
ispiv-186	190	5	[	[	X
ispiv-186	190	6	500,1700	500,1700	NUM
ispiv-186	190	7	]	]	X
ispiv-186	190	8	,	,	PUNCT
ispiv-186	190	9	20	20	NUM
ispiv-186	190	10	counts	count	NOUN
ispiv-186	190	11	mean	mean	VERB
ispiv-186	190	12	and	and	CCONJ
ispiv-186	190	13	8	8	NUM
ispiv-186	190	14	counts	count	VERB
ispiv-186	190	15	standard	standard	ADJ
ispiv-186	190	16	deviation	deviation	NOUN
ispiv-186	190	17	photon	photon	NOUN
ispiv-186	190	18	noise	noise	NOUN
ispiv-186	190	19	.	.	PUNCT
ispiv-186	191	1	fessler	fessler	PROPN
ispiv-186	191	2	ja	ja	PROPN
ispiv-186	191	3	(	(	PUNCT
ispiv-186	191	4	1996	1996	NUM
ispiv-186	191	5	)	)	PUNCT
ispiv-186	191	6	mean	mean	NOUN
ispiv-186	191	7	and	and	CCONJ
ispiv-186	191	8	variance	variance	NOUN
ispiv-186	191	9	of	of	ADP
ispiv-186	191	10	implicitly	implicitly	ADV
ispiv-186	191	11	defined	define	VERB
ispiv-186	191	12	biased	biased	ADJ
ispiv-186	191	13	estimators	estimator	NOUN
ispiv-186	191	14	(	(	PUNCT
ispiv-186	191	15	such	such	ADJ
ispiv-186	191	16	as	as	ADP
ispiv-186	191	17	penalized	penalize	VERB
ispiv-186	191	18	maximum	maximum	ADJ
ispiv-186	191	19	likelihood	likelihood	NOUN
ispiv-186	191	20	):	):	PUNCT
ispiv-186	191	21	applications	application	NOUN
ispiv-186	191	22	to	to	ADP
ispiv-186	191	23	tomography	tomography	NOUN
ispiv-186	191	24	.	.	PUNCT
ispiv-186	192	1	ieee	ieee	NOUN
ispiv-186	192	2	transactions	transaction	NOUN
ispiv-186	192	3	on	on	ADP
ispiv-186	192	4	image	image	NOUN
ispiv-186	192	5	processing	process	VERB
ispiv-186	192	6	5:493–506	5:493–506	NUM
ispiv-186	192	7	fuchs	fuchs	PROPN
ispiv-186	192	8	t	t	PROPN
ispiv-186	192	9	,	,	PUNCT
ispiv-186	192	10	hain	hain	NOUN
ispiv-186	192	11	r	r	NOUN
ispiv-186	192	12	,	,	PUNCT
ispiv-186	192	13	and	and	CCONJ
ispiv-186	192	14	kähler	kähler	PROPN
ispiv-186	192	15	cj	cj	PROPN
ispiv-186	192	16	(	(	PUNCT
ispiv-186	192	17	2016	2016	NUM
ispiv-186	192	18	)	)	PUNCT
ispiv-186	192	19	double	double	ADJ
ispiv-186	192	20	-	-	PUNCT
ispiv-186	192	21	frame	frame	NOUN
ispiv-186	192	22	3d	3d	NOUN
ispiv-186	192	23	-	-	PUNCT
ispiv-186	192	24	ptv	ptv	NOUN
ispiv-186	192	25	using	use	VERB
ispiv-186	192	26	a	a	DET
ispiv-186	192	27	tomographic	tomographic	ADJ
ispiv-186	192	28	predictor	predictor	NOUN
ispiv-186	192	29	.	.	PUNCT
ispiv-186	193	1	experiments	experiment	NOUN
ispiv-186	193	2	in	in	ADP
ispiv-186	193	3	fluids	fluid	NOUN
ispiv-186	193	4	57:174	57:174	NUM
ispiv-186	193	5	lasinger	lasinger	NOUN
ispiv-186	193	6	k	k	NOUN
ispiv-186	193	7	,	,	PUNCT
ispiv-186	193	8	vogel	vogel	NOUN
ispiv-186	193	9	c	c	NOUN
ispiv-186	193	10	,	,	PUNCT
ispiv-186	193	11	pock	pock	NOUN
ispiv-186	193	12	t	t	PROPN
ispiv-186	193	13	,	,	PUNCT
ispiv-186	193	14	and	and	CCONJ
ispiv-186	193	15	schindler	schindler	PROPN
ispiv-186	193	16	k	k	PROPN
ispiv-186	193	17	(	(	PUNCT
ispiv-186	193	18	2019	2019	NUM
ispiv-186	193	19	)	)	PUNCT
ispiv-186	193	20	3d	3d	NUM
ispiv-186	193	21	fluid	fluid	NOUN
ispiv-186	193	22	flow	flow	NOUN
ispiv-186	193	23	estimation	estimation	NOUN
ispiv-186	193	24	with	with	ADP
ispiv-186	193	25	integrated	integrate	VERB
ispiv-186	193	26	particle	particle	NOUN
ispiv-186	193	27	reconstruction	reconstruction	NOUN
ispiv-186	193	28	.	.	PUNCT
ispiv-186	194	1	international	international	ADJ
ispiv-186	194	2	journal	journal	PROPN
ispiv-186	194	3	of	of	ADP
ispiv-186	194	4	computer	computer	NOUN
ispiv-186	194	5	vision	vision	NOUN
ispiv-186	194	6	pages	page	VERB
ispiv-186	194	7	1–16	1–16	PROPN
ispiv-186	194	8	leclaire	leclaire	PROPN
ispiv-186	194	9	b	b	PROPN
ispiv-186	194	10	,	,	PUNCT
ispiv-186	194	11	mary	mary	PROPN
ispiv-186	194	12	i	i	PROPN
ispiv-186	194	13	,	,	PUNCT
ispiv-186	194	14	liauzun	liauzun	VERB
ispiv-186	194	15	c	c	PROPN
ispiv-186	194	16	,	,	PUNCT
ispiv-186	194	17	péron	péron	PROPN
ispiv-186	194	18	s	s	PROPN
ispiv-186	194	19	,	,	PUNCT
ispiv-186	194	20	sciacchitano	sciacchitano	VERB
ispiv-186	194	21	a	a	DET
ispiv-186	194	22	,	,	PUNCT
ispiv-186	194	23	schröder	schröder	NOUN
ispiv-186	194	24	a	a	PRON
ispiv-186	194	25	,	,	PUNCT
ispiv-186	194	26	cornic	cornic	ADJ
ispiv-186	194	27	p	p	X
ispiv-186	194	28	,	,	PUNCT
ispiv-186	194	29	and	and	CCONJ
ispiv-186	194	30	champagnat	champagnat	PROPN
ispiv-186	194	31	f	f	PROPN
ispiv-186	194	32	(	(	PUNCT
ispiv-186	194	33	2021	2021	NUM
ispiv-186	194	34	)	)	PUNCT
ispiv-186	194	35	first	first	ADJ
ispiv-186	194	36	lagrangian	lagrangian	ADJ
ispiv-186	194	37	particle	particle	NOUN
ispiv-186	194	38	tracking	tracking	NOUN
ispiv-186	194	39	and	and	CCONJ
ispiv-186	194	40	data	datum	NOUN
ispiv-186	194	41	assimilation	assimilation	NOUN
ispiv-186	194	42	challenge	challenge	NOUN
ispiv-186	194	43	:	:	PUNCT
ispiv-186	194	44	datasets	dataset	VERB
ispiv-186	194	45	description	description	NOUN
ispiv-186	194	46	and	and	CCONJ
ispiv-186	194	47	planned	plan	VERB
ispiv-186	194	48	evolution	evolution	NOUN
ispiv-186	194	49	to	to	ADP
ispiv-186	194	50	an	an	DET
ispiv-186	194	51	open	open	ADJ
ispiv-186	194	52	online	online	ADJ
ispiv-186	194	53	benchmark	benchmark	NOUN
ispiv-186	194	54	.	.	PUNCT
ispiv-186	195	1	in	in	ADP
ispiv-186	195	2	14th	14th	ADJ
ispiv-186	195	3	international	international	ADJ
ispiv-186	195	4	symposium	symposium	NOUN
ispiv-186	195	5	on	on	ADP
ispiv-186	195	6	particle	particle	NOUN
ispiv-186	195	7	image	image	NOUN
ispiv-186	195	8	velocimetry	velocimetry	NOUN
ispiv-186	195	9	–	–	PUNCT
ispiv-186	195	10	ispiv	ispiv	NOUN
ispiv-186	195	11	2021	2021	NUM
ispiv-186	195	12	august	august	PROPN
ispiv-186	195	13	1–5	1–5	NUM
ispiv-186	195	14	leclaire	leclaire	PROPN
ispiv-186	195	15	b	b	PROPN
ispiv-186	195	16	,	,	PUNCT
ispiv-186	195	17	mary	mary	PROPN
ispiv-186	195	18	i	i	PROPN
ispiv-186	195	19	,	,	PUNCT
ispiv-186	195	20	liauzun	liauzun	VERB
ispiv-186	195	21	c	c	PROPN
ispiv-186	195	22	,	,	PUNCT
ispiv-186	195	23	péron	péron	PROPN
ispiv-186	195	24	s	s	PROPN
ispiv-186	195	25	,	,	PUNCT
ispiv-186	195	26	sciacchitano	sciacchitano	VERB
ispiv-186	195	27	a	a	PRON
ispiv-186	195	28	,	,	PUNCT
ispiv-186	195	29	and	and	CCONJ
ispiv-186	195	30	schröder	schröder	VERB
ispiv-186	195	31	a	a	DET
ispiv-186	195	32	(	(	PUNCT
ispiv-186	195	33	2020	2020	NUM
ispiv-186	195	34	)	)	PUNCT
ispiv-186	195	35	lpt	lpt	PROPN
ispiv-186	195	36	and	and	CCONJ
ispiv-186	195	37	da	da	PROPN
ispiv-186	195	38	challenge	challenge	NOUN
ispiv-186	195	39	:	:	PUNCT
ispiv-186	195	40	datasets	dataset	NOUN
ispiv-186	195	41	generation	generation	NOUN
ispiv-186	195	42	..	..	PUNCT
ispiv-186	195	43	in	in	ADP
ispiv-186	195	44	in	in	ADP
ispiv-186	195	45	3rd	3rd	ADJ
ispiv-186	195	46	workshop	workshop	NOUN
ispiv-186	195	47	on	on	ADP
ispiv-186	195	48	data	datum	NOUN
ispiv-186	195	49	assimilation	assimilation	NOUN
ispiv-186	195	50	and	and	CCONJ
ispiv-186	195	51	cfd	cfd	NOUN
ispiv-186	195	52	processing	processing	NOUN
ispiv-186	195	53	for	for	ADP
ispiv-186	195	54	piv	piv	NOUN
ispiv-186	195	55	and	and	CCONJ
ispiv-186	195	56	lagrangian	lagrangian	ADJ
ispiv-186	195	57	particle	particle	NOUN
ispiv-186	195	58	tracking	tracking	NOUN
ispiv-186	195	59	.	.	PUNCT
ispiv-186	196	1	online	online	ADJ
ispiv-186	196	2	meeting	meet	VERB
ispiv-186	196	3	nocedal	nocedal	ADJ
ispiv-186	196	4	j	j	PROPN
ispiv-186	196	5	and	and	CCONJ
ispiv-186	196	6	wright	wright	PROPN
ispiv-186	196	7	s	s	PROPN
ispiv-186	196	8	(	(	PUNCT
ispiv-186	196	9	2006	2006	NUM
ispiv-186	196	10	)	)	PUNCT
ispiv-186	196	11	numerical	numerical	ADJ
ispiv-186	196	12	optimization	optimization	NOUN
ispiv-186	196	13	.	.	PUNCT
ispiv-186	197	1	springer	springer	NOUN
ispiv-186	197	2	science	science	PROPN
ispiv-186	197	3	&	&	CCONJ
ispiv-186	197	4	business	business	NOUN
ispiv-186	197	5	media	medium	NOUN
ispiv-186	197	6	schanz	schanz	NOUN
ispiv-186	198	1	d	d	NOUN
ispiv-186	198	2	,	,	PUNCT
ispiv-186	198	3	gesemann	gesemann	PROPN
ispiv-186	198	4	s	s	PART
ispiv-186	198	5	,	,	PUNCT
ispiv-186	198	6	and	and	CCONJ
ispiv-186	198	7	schröder	schröder	VERB
ispiv-186	198	8	a	a	DET
ispiv-186	198	9	(	(	PUNCT
ispiv-186	198	10	2016	2016	NUM
ispiv-186	198	11	)	)	PUNCT
ispiv-186	198	12	shake	shake	NOUN
ispiv-186	198	13	-	-	PUNCT
ispiv-186	198	14	the	the	DET
ispiv-186	198	15	-	-	PUNCT
ispiv-186	198	16	box	box	NOUN
ispiv-186	198	17	:	:	PUNCT
ispiv-186	198	18	lagrangian	lagrangian	ADJ
ispiv-186	198	19	particle	particle	NOUN
ispiv-186	198	20	tracking	tracking	NOUN
ispiv-186	198	21	at	at	ADP
ispiv-186	198	22	high	high	ADJ
ispiv-186	198	23	particle	particle	NOUN
ispiv-186	198	24	image	image	NOUN
ispiv-186	198	25	densities	density	NOUN
ispiv-186	198	26	.	.	PUNCT
ispiv-186	199	1	exp	exp	NOUN
ispiv-186	199	2	fluids	fluid	NOUN
ispiv-186	199	3	pages	page	NOUN
ispiv-186	199	4	57–70	57–70	NUM
ispiv-186	199	5	sciacchitano	sciacchitano	VERB
ispiv-186	199	6	a	a	DET
ispiv-186	199	7	,	,	PUNCT
ispiv-186	199	8	leclaire	leclaire	ADJ
ispiv-186	199	9	b	b	NOUN
ispiv-186	199	10	,	,	PUNCT
ispiv-186	199	11	and	and	CCONJ
ispiv-186	199	12	schröder	schröder	VERB
ispiv-186	199	13	a	a	DET
ispiv-186	199	14	(	(	PUNCT
ispiv-186	199	15	2020	2020	NUM
ispiv-186	199	16	)	)	PUNCT
ispiv-186	199	17	main	main	ADJ
ispiv-186	199	18	results	result	NOUN
ispiv-186	199	19	of	of	ADP
ispiv-186	199	20	the	the	DET
ispiv-186	199	21	lpt	lpt	PROPN
ispiv-186	199	22	challenge	challenge	NOUN
ispiv-186	199	23	.	.	PUNCT
ispiv-186	200	1	in	in	ADP
ispiv-186	200	2	3rd	3rd	ADJ
ispiv-186	200	3	workshop	workshop	NOUN
ispiv-186	200	4	on	on	ADP
ispiv-186	200	5	data	datum	NOUN
ispiv-186	200	6	assimilation	assimilation	NOUN
ispiv-186	200	7	and	and	CCONJ
ispiv-186	200	8	cfd	cfd	NOUN
ispiv-186	200	9	processing	processing	NOUN
ispiv-186	200	10	for	for	ADP
ispiv-186	200	11	piv	piv	NOUN
ispiv-186	200	12	and	and	CCONJ
ispiv-186	200	13	lagrangian	lagrangian	ADJ
ispiv-186	200	14	particle	particle	NOUN
ispiv-186	200	15	tracking	tracking	NOUN
ispiv-186	200	16	.	.	PUNCT
ispiv-186	201	1	online	online	ADJ
ispiv-186	201	2	meeting	meet	VERB
ispiv-186	201	3	wieneke	wieneke	PROPN
ispiv-186	201	4	b	b	PROPN
ispiv-186	201	5	(	(	PUNCT
ispiv-186	201	6	2013	2013	NUM
ispiv-186	201	7	)	)	PUNCT
ispiv-186	201	8	iterative	iterative	NOUN
ispiv-186	201	9	reconstruction	reconstruction	NOUN
ispiv-186	201	10	of	of	ADP
ispiv-186	201	11	volumetric	volumetric	ADJ
ispiv-186	201	12	particle	particle	NOUN
ispiv-186	201	13	distribution	distribution	NOUN
ispiv-186	201	14	.	.	PUNCT
ispiv-186	202	1	measurement	measurement	NOUN
ispiv-186	202	2	science	science	NOUN
ispiv-186	202	3	and	and	CCONJ
ispiv-186	202	4	technology	technology	NOUN
ispiv-186	202	5	24:024008	24:024008	PROPN
ispiv-186	202	6	yang	yang	PROPN
ispiv-186	202	7	y	y	PROPN
ispiv-186	202	8	,	,	PUNCT
ispiv-186	202	9	heitz	heitz	PROPN
ispiv-186	202	10	d	d	NOUN
ispiv-186	202	11	,	,	PUNCT
ispiv-186	202	12	and	and	CCONJ
ispiv-186	202	13	mémin	mémin	PROPN
ispiv-186	202	14	e	e	PROPN
ispiv-186	202	15	(	(	PUNCT
ispiv-186	202	16	2019	2019	NUM
ispiv-186	202	17	)	)	PUNCT
ispiv-186	202	18	lagrangian	lagrangian	ADJ
ispiv-186	202	19	particle	particle	NOUN
ispiv-186	202	20	image	image	NOUN
ispiv-186	202	21	velocimetry	velocimetry	NOUN
ispiv-186	202	22	.	.	PUNCT
ispiv-186	203	1	in	in	ADP
ispiv-186	203	2	13th	13th	ADJ
ispiv-186	203	3	international	international	ADJ
ispiv-186	203	4	symposium	symposium	NOUN
ispiv-186	203	5	on	on	ADP
ispiv-186	203	6	particle	particle	NOUN
ispiv-186	203	7	image	image	NOUN
ispiv-186	203	8	velocimetry	velocimetry	NOUN
ispiv-186	203	9	,	,	PUNCT
ispiv-186	203	10	ispiv	ispiv	NOUN
ispiv-186	203	11	2019	2019	NUM
ispiv-186	203	12	.	.	PUNCT
ispiv-186	204	1	munich	munich	PROPN
ispiv-186	204	2	,	,	PUNCT
ispiv-186	204	3	germany	germany	PROPN
ispiv-186	204	4	(	(	PUNCT
ispiv-186	204	5	a	a	NOUN
ispiv-186	204	6	)	)	PUNCT
ispiv-186	204	7	(	(	PUNCT
ispiv-186	204	8	b	b	X
ispiv-186	204	9	)	)	PUNCT
ispiv-186	204	10	(	(	PUNCT
ispiv-186	204	11	c	c	X
ispiv-186	204	12	)	)	PUNCT
ispiv-186	204	13	(	(	PUNCT
ispiv-186	204	14	d	d	X
ispiv-186	204	15	)	)	PUNCT
ispiv-186	204	16	figure	figure	NOUN
ispiv-186	204	17	10	10	NUM
ispiv-186	204	18	:	:	PUNCT
ispiv-186	204	19	bar	bar	NOUN
ispiv-186	204	20	,	,	PUNCT
ispiv-186	204	21	rmse	rmse	NOUN
ispiv-186	204	22	on	on	ADP
ispiv-186	204	23	particle	particle	NOUN
ispiv-186	204	24	localisation	localisation	NOUN
ispiv-186	204	25	and	and	CCONJ
ispiv-186	204	26	model	model	NOUN
ispiv-186	204	27	prediction	prediction	NOUN
ispiv-186	204	28	(	(	PUNCT
ispiv-186	204	29	bar	bar	NOUN
ispiv-186	204	30	plot	plot	NOUN
ispiv-186	204	31	)	)	PUNCT
ispiv-186	204	32	in	in	ADP
ispiv-186	204	33	voxel	voxel	PROPN
ispiv-186	204	34	units	unit	NOUN
ispiv-186	204	35	.	.	PUNCT
ispiv-186	205	1	bar	bar	NOUN
ispiv-186	205	2	and	and	CCONJ
ispiv-186	205	3	model	model	NOUN
ispiv-186	205	4	prediction	prediction	NOUN
ispiv-186	205	5	are	be	AUX
ispiv-186	205	6	computed	compute	VERB
ispiv-186	205	7	using	use	VERB
ispiv-186	205	8	hmdb	hmdb	PROPN
ispiv-186	205	9	.	.	PUNCT
ispiv-186	206	1	rmse	rmse	PROPN
ispiv-186	206	2	are	be	AUX
ispiv-186	206	3	from	from	ADP
ispiv-186	206	4	the	the	DET
ispiv-186	206	5	1st	1st	ADJ
ispiv-186	206	6	challenge	challenge	NOUN
ispiv-186	206	7	results	result	NOUN
ispiv-186	206	8	(	(	PUNCT
ispiv-186	206	9	a	a	X
ispiv-186	206	10	):	):	PUNCT
ispiv-186	206	11	dlr	dlr	NOUN
ispiv-186	206	12	(	(	PUNCT
ispiv-186	206	13	b	b	NOUN
ispiv-186	206	14	):	):	PUNCT
ispiv-186	206	15	lavision	lavision	NOUN
ispiv-186	206	16	.	.	PUNCT
ispiv-186	207	1	(	(	PUNCT
ispiv-186	207	2	c	c	X
ispiv-186	207	3	):	):	PUNCT
ispiv-186	207	4	inrae	inrae	NOUN
ispiv-186	207	5	(	(	PUNCT
ispiv-186	207	6	d	d	NOUN
ispiv-186	207	7	):	):	PUNCT
ispiv-186	207	8	onera	onera	NOUN
ispiv-186	207	9	.	.	PUNCT
ispiv-186	208	1	note	note	VERB
ispiv-186	208	2	the	the	DET
ispiv-186	208	3	y	y	NOUN
ispiv-186	208	4	-	-	PUNCT
ispiv-186	208	5	scale	scale	NOUN
ispiv-186	208	6	are	be	AUX
ispiv-186	208	7	not	not	PART
ispiv-186	208	8	the	the	DET
ispiv-186	208	9	same	same	ADJ
ispiv-186	208	10	.	.	PUNCT
ispiv-186	209	1	figure	figure	NOUN
ispiv-186	209	2	11	11	NUM
ispiv-186	209	3	:	:	PUNCT
ispiv-186	209	4	bar	bar	NOUN
ispiv-186	209	5	,	,	PUNCT
ispiv-186	209	6	i	i	PROPN
ispiv-186	209	7	-	-	PUNCT
ispiv-186	209	8	df	df	NOUN
ispiv-186	209	9	-	-	PUNCT
ispiv-186	209	10	tptv	tptv	NOUN
ispiv-186	209	11	v0	v0	NOUN
ispiv-186	209	12	and	and	CCONJ
ispiv-186	209	13	v1	v1	PROPN
ispiv-186	209	14	rmse	rmse	NOUN
ispiv-186	209	15	as	as	ADP
ispiv-186	209	16	a	a	DET
ispiv-186	209	17	function	function	NOUN
ispiv-186	209	18	of	of	ADP
ispiv-186	209	19	the	the	DET
ispiv-186	209	20	ppp	ppp	PROPN
ispiv-186	209	21	.	.	PUNCT
ispiv-186	210	1	model	model	PROPN
ispiv-186	210	2	’s	’s	PART
ispiv-186	210	3	prediction	prediction	NOUN
ispiv-186	210	4	for	for	ADP
ispiv-186	210	5	i	i	PROPN
ispiv-186	210	6	-	-	PUNCT
ispiv-186	210	7	df	df	NOUN
ispiv-186	210	8	-	-	PUNCT
ispiv-186	210	9	tptv	tptv	NOUN
ispiv-186	210	10	v1	v1	NOUN
ispiv-186	210	11	.	.	PUNCT
ispiv-186	211	1	introduction	introduction	NOUN
ispiv-186	211	2	synthetic	synthetic	ADJ
ispiv-186	211	3	data	datum	NOUN
ispiv-186	211	4	generation	generation	NOUN
ispiv-186	211	5	determination	determination	NOUN
ispiv-186	211	6	of	of	ADP
ispiv-186	211	7	best	good	ADJ
ispiv-186	211	8	achievable	achievable	ADJ
ispiv-186	211	9	root	root	NOUN
ispiv-186	211	10	mean	mean	NOUN
ispiv-186	211	11	square	square	ADJ
ispiv-186	211	12	error	error	NOUN
ispiv-186	211	13	on	on	ADP
ispiv-186	211	14	particle	particle	NOUN
ispiv-186	211	15	localisation	localisation	NOUN
ispiv-186	211	16	particle	particle	NOUN
ispiv-186	211	17	accurate	accurate	ADJ
ispiv-186	211	18	localisation	localisation	NOUN
ispiv-186	211	19	best	well	ADV
ispiv-186	211	20	achievable	achievable	ADJ
ispiv-186	211	21	root	root	NOUN
ispiv-186	211	22	mean	mean	NOUN
ispiv-186	211	23	square	square	ADJ
ispiv-186	211	24	error	error	NOUN
ispiv-186	211	25	on	on	ADP
ispiv-186	211	26	particles	particle	NOUN
ispiv-186	211	27	localisation	localisation	NOUN
ispiv-186	211	28	optimisation	optimisation	NOUN
ispiv-186	211	29	preconditioning	precondition	VERB
ispiv-186	211	30	bar	bar	NOUN
ispiv-186	211	31	for	for	ADP
ispiv-186	211	32	the	the	DET
ispiv-186	211	33	home	home	NOUN
ispiv-186	211	34	made	make	VERB
ispiv-186	211	35	data	datum	NOUN
ispiv-186	211	36	base	base	NOUN
ispiv-186	211	37	model	model	NOUN
ispiv-186	211	38	for	for	ADP
ispiv-186	211	39	predicting	predict	VERB
ispiv-186	211	40	an	an	DET
ispiv-186	211	41	algorithm	algorithm	NOUN
ispiv-186	211	42	's	's	PART
ispiv-186	211	43	rmse	rmse	NOUN
ispiv-186	211	44	on	on	ADP
ispiv-186	211	45	particle	particle	NOUN
ispiv-186	211	46	position	position	NOUN
ispiv-186	211	47	based	base	VERB
ispiv-186	211	48	on	on	ADP
ispiv-186	211	49	its	its	PRON
ispiv-186	211	50	detection	detection	NOUN
ispiv-186	211	51	performances	performance	NOUN
ispiv-186	211	52	modelling	model	VERB
ispiv-186	211	53	the	the	DET
ispiv-186	211	54	false	false	ADJ
ispiv-186	211	55	negative	negative	ADJ
ispiv-186	211	56	effect	effect	NOUN
ispiv-186	211	57	on	on	ADP
ispiv-186	211	58	rmse	rmse	ADJ
ispiv-186	211	59	rmse	rmse	PROPN
ispiv-186	211	60	on	on	ADP
ispiv-186	211	61	particle	particle	NOUN
ispiv-186	211	62	localisation	localisation	NOUN
ispiv-186	211	63	model	model	NOUN
ispiv-186	211	64	consistency	consistency	NOUN
ispiv-186	211	65	with	with	ADP
ispiv-186	211	66	1st	1st	PROPN
ispiv-186	211	67	lpt	lpt	PROPN
ispiv-186	211	68	challenge	challenge	NOUN
ispiv-186	211	69	results	result	VERB
ispiv-186	211	70	conclusions	conclusion	NOUN