id	sid	tid	token	lemma	pos
ajst-27303	1	1	academic	academic	ADJ
ajst-27303	1	2	journal	journal	NOUN
ajst-27303	1	3	of	of	ADP
ajst-27303	1	4	science	science	NOUN
ajst-27303	1	5	and	and	CCONJ
ajst-27303	1	6	technology	technology	NOUN
ajst-27303	1	7	issn	issn	NOUN
ajst-27303	1	8	:	:	PUNCT
ajst-27303	1	9	2771	2771	NUM
ajst-27303	1	10	-	-	SYM
ajst-27303	1	11	3032	3032	NUM
ajst-27303	1	12	|	|	NOUN
ajst-27303	1	13	vol	vol	NOUN
ajst-27303	1	14	.	.	PROPN
ajst-27303	1	15	13	13	NUM
ajst-27303	1	16	,	,	PUNCT
ajst-27303	1	17	no	no	INTJ
ajst-27303	1	18	.	.	NOUN
ajst-27303	1	19	2	2	NUM
ajst-27303	1	20	,	,	PUNCT
ajst-27303	1	21	2024	2024	NUM
ajst-27303	1	22	28	28	NUM
ajst-27303	1	23	advancements	advancement	NOUN
ajst-27303	1	24	in	in	ADP
ajst-27303	1	25	computer	computer	NOUN
ajst-27303	1	26	vision	vision	NOUN
ajst-27303	1	27	:	:	PUNCT
ajst-27303	1	28	a	a	DET
ajst-27303	1	29	comprehensive	comprehensive	ADJ
ajst-27303	1	30	survey	survey	NOUN
ajst-27303	1	31	of	of	ADP
ajst-27303	1	32	image	image	NOUN
ajst-27303	1	33	processing	processing	NOUN
ajst-27303	1	34	and	and	CCONJ
ajst-27303	1	35	interdisciplinary	interdisciplinary	NOUN
ajst-27303	1	36	applications	application	NOUN
ajst-27303	1	37	wen	wen	PROPN
ajst-27303	1	38	gendy1	gendy1	PROPN
ajst-27303	1	39	,	,	PUNCT
ajst-27303	1	40	*	*	PUNCT
ajst-27303	1	41	,	,	PUNCT
ajst-27303	1	42	dularia	dularia	PROPN
ajst-27303	1	43	patel2	patel2	NOUN
ajst-27303	1	44	1department	1department	NUM
ajst-27303	1	45	of	of	ADP
ajst-27303	1	46	software	software	NOUN
ajst-27303	1	47	engineering	engineering	NOUN
ajst-27303	1	48	,	,	PUNCT
ajst-27303	1	49	beykent	beykent	NOUN
ajst-27303	1	50	university	university	PROPN
ajst-27303	1	51	,	,	PUNCT
ajst-27303	1	52	istanbul	istanbul	PROPN
ajst-27303	1	53	,	,	PUNCT
ajst-27303	1	54	turkey	turkey	PROPN
ajst-27303	1	55	2computer	2computer	NUM
ajst-27303	1	56	science	science	NOUN
ajst-27303	1	57	&	&	CCONJ
ajst-27303	1	58	engineering	engineering	PROPN
ajst-27303	1	59	,	,	PUNCT
ajst-27303	1	60	depstar	depstar	NOUN
ajst-27303	1	61	,	,	PUNCT
ajst-27303	1	62	changa	changa	PROPN
ajst-27303	1	63	,	,	PUNCT
ajst-27303	1	64	gujarat	gujarat	NOUN
ajst-27303	1	65	388421	388421	NUM
ajst-27303	1	66	,	,	PUNCT
ajst-27303	1	67	india	india	PROPN
ajst-27303	1	68	*	*	PUNCT
ajst-27303	1	69	corresponding	correspond	VERB
ajst-27303	1	70	author	author	NOUN
ajst-27303	1	71	:	:	PUNCT
ajst-27303	1	72	wen	wen	PROPN
ajst-27303	1	73	gendy	gendy	ADJ
ajst-27303	1	74	abstract	abstract	NOUN
ajst-27303	1	75	:	:	PUNCT
ajst-27303	1	76	computer	computer	NOUN
ajst-27303	1	77	vision	vision	NOUN
ajst-27303	1	78	and	and	CCONJ
ajst-27303	1	79	image	image	NOUN
ajst-27303	1	80	processing	processing	NOUN
ajst-27303	1	81	are	be	AUX
ajst-27303	1	82	rapidly	rapidly	ADV
ajst-27303	1	83	evolving	evolve	VERB
ajst-27303	1	84	fields	field	NOUN
ajst-27303	1	85	with	with	ADP
ajst-27303	1	86	broad	broad	ADJ
ajst-27303	1	87	applications	application	NOUN
ajst-27303	1	88	across	across	ADP
ajst-27303	1	89	numerous	numerous	ADJ
ajst-27303	1	90	domains	domain	NOUN
ajst-27303	1	91	,	,	PUNCT
ajst-27303	1	92	including	include	VERB
ajst-27303	1	93	healthcare	healthcare	PROPN
ajst-27303	1	94	,	,	PUNCT
ajst-27303	1	95	autonomous	autonomous	ADJ
ajst-27303	1	96	driving	driving	NOUN
ajst-27303	1	97	,	,	PUNCT
ajst-27303	1	98	surveillance	surveillance	NOUN
ajst-27303	1	99	,	,	PUNCT
ajst-27303	1	100	and	and	CCONJ
ajst-27303	1	101	entertainment	entertainment	NOUN
ajst-27303	1	102	.	.	PUNCT
ajst-27303	2	1	these	these	DET
ajst-27303	2	2	fields	field	NOUN
ajst-27303	2	3	have	have	AUX
ajst-27303	2	4	transformed	transform	VERB
ajst-27303	2	5	from	from	ADP
ajst-27303	2	6	simple	simple	ADJ
ajst-27303	2	7	data	datum	NOUN
ajst-27303	2	8	recording	recording	NOUN
ajst-27303	2	9	techniques	technique	NOUN
ajst-27303	2	10	into	into	ADP
ajst-27303	2	11	sophisticated	sophisticated	ADJ
ajst-27303	2	12	systems	system	NOUN
ajst-27303	2	13	that	that	PRON
ajst-27303	2	14	incorporate	incorporate	VERB
ajst-27303	2	15	digital	digital	ADJ
ajst-27303	2	16	image	image	NOUN
ajst-27303	2	17	processing	processing	NOUN
ajst-27303	2	18	,	,	PUNCT
ajst-27303	2	19	pattern	pattern	NOUN
ajst-27303	2	20	recognition	recognition	NOUN
ajst-27303	2	21	,	,	PUNCT
ajst-27303	2	22	machine	machine	NOUN
ajst-27303	2	23	learning	learning	NOUN
ajst-27303	2	24	,	,	PUNCT
ajst-27303	2	25	and	and	CCONJ
ajst-27303	2	26	computer	computer	NOUN
ajst-27303	2	27	graphics	graphic	NOUN
ajst-27303	2	28	.	.	PUNCT
ajst-27303	3	1	this	this	DET
ajst-27303	3	2	evolution	evolution	NOUN
ajst-27303	3	3	has	have	AUX
ajst-27303	3	4	prompted	prompt	VERB
ajst-27303	3	5	interdisciplinary	interdisciplinary	ADJ
ajst-27303	3	6	interest	interest	NOUN
ajst-27303	3	7	,	,	PUNCT
ajst-27303	3	8	pushed	push	VERB
ajst-27303	3	9	the	the	DET
ajst-27303	3	10	technology	technology	NOUN
ajst-27303	3	11	’s	’s	PART
ajst-27303	3	12	boundaries	boundary	NOUN
ajst-27303	3	13	and	and	CCONJ
ajst-27303	3	14	expanded	expand	VERB
ajst-27303	3	15	its	its	PRON
ajst-27303	3	16	practical	practical	ADJ
ajst-27303	3	17	uses	use	NOUN
ajst-27303	3	18	.	.	PUNCT
ajst-27303	4	1	this	this	DET
ajst-27303	4	2	paper	paper	NOUN
ajst-27303	4	3	offers	offer	VERB
ajst-27303	4	4	a	a	DET
ajst-27303	4	5	comprehensive	comprehensive	ADJ
ajst-27303	4	6	survey	survey	NOUN
ajst-27303	4	7	of	of	ADP
ajst-27303	4	8	recent	recent	ADJ
ajst-27303	4	9	advancements	advancement	NOUN
ajst-27303	4	10	in	in	ADP
ajst-27303	4	11	computer	computer	NOUN
ajst-27303	4	12	vision	vision	NOUN
ajst-27303	4	13	,	,	PUNCT
ajst-27303	4	14	focusing	focus	VERB
ajst-27303	4	15	on	on	ADP
ajst-27303	4	16	image	image	NOUN
ajst-27303	4	17	processing	processing	NOUN
ajst-27303	4	18	and	and	CCONJ
ajst-27303	4	19	its	its	PRON
ajst-27303	4	20	applications	application	NOUN
ajst-27303	4	21	across	across	ADP
ajst-27303	4	22	various	various	ADJ
ajst-27303	4	23	fields	field	NOUN
ajst-27303	4	24	.	.	PUNCT
ajst-27303	5	1	it	it	PRON
ajst-27303	5	2	delves	delve	VERB
ajst-27303	5	3	into	into	ADP
ajst-27303	5	4	the	the	DET
ajst-27303	5	5	theoretical	theoretical	ADJ
ajst-27303	5	6	foundations	foundation	NOUN
ajst-27303	5	7	and	and	CCONJ
ajst-27303	5	8	technologies	technology	NOUN
ajst-27303	5	9	that	that	PRON
ajst-27303	5	10	make	make	VERB
ajst-27303	5	11	computer	computer	NOUN
ajst-27303	5	12	vision	vision	NOUN
ajst-27303	5	13	a	a	DET
ajst-27303	5	14	valuable	valuable	ADJ
ajst-27303	5	15	tool	tool	NOUN
ajst-27303	5	16	for	for	ADP
ajst-27303	5	17	interpreting	interpret	VERB
ajst-27303	5	18	images	image	NOUN
ajst-27303	5	19	and	and	CCONJ
ajst-27303	5	20	videos	video	NOUN
ajst-27303	5	21	,	,	PUNCT
ajst-27303	5	22	extracting	extract	VERB
ajst-27303	5	23	relevant	relevant	ADJ
ajst-27303	5	24	information	information	NOUN
ajst-27303	5	25	,	,	PUNCT
ajst-27303	5	26	recognizing	recognize	VERB
ajst-27303	5	27	patterns	pattern	NOUN
ajst-27303	5	28	,	,	PUNCT
ajst-27303	5	29	and	and	CCONJ
ajst-27303	5	30	understanding	understand	VERB
ajst-27303	5	31	events	event	NOUN
ajst-27303	5	32	.	.	PUNCT
ajst-27303	6	1	the	the	DET
ajst-27303	6	2	ability	ability	NOUN
ajst-27303	6	3	of	of	ADP
ajst-27303	6	4	computer	computer	NOUN
ajst-27303	6	5	vision	vision	NOUN
ajst-27303	6	6	to	to	PART
ajst-27303	6	7	analyze	analyze	VERB
ajst-27303	6	8	large	large	ADJ
ajst-27303	6	9	datasets	dataset	NOUN
ajst-27303	6	10	across	across	ADP
ajst-27303	6	11	multiple	multiple	ADJ
ajst-27303	6	12	application	application	NOUN
ajst-27303	6	13	domains	domain	NOUN
ajst-27303	6	14	makes	make	VERB
ajst-27303	6	15	it	it	PRON
ajst-27303	6	16	instrumental	instrumental	ADJ
ajst-27303	6	17	in	in	ADP
ajst-27303	6	18	tasks	task	NOUN
ajst-27303	6	19	such	such	ADJ
ajst-27303	6	20	as	as	ADP
ajst-27303	6	21	object	object	NOUN
ajst-27303	6	22	identification	identification	NOUN
ajst-27303	6	23	,	,	PUNCT
ajst-27303	6	24	facial	facial	ADJ
ajst-27303	6	25	recognition	recognition	NOUN
ajst-27303	6	26	,	,	PUNCT
ajst-27303	6	27	scene	scene	NOUN
ajst-27303	6	28	understanding	understanding	NOUN
ajst-27303	6	29	,	,	PUNCT
ajst-27303	6	30	and	and	CCONJ
ajst-27303	6	31	even	even	ADV
ajst-27303	6	32	real	real	ADJ
ajst-27303	6	33	-	-	PUNCT
ajst-27303	6	34	time	time	NOUN
ajst-27303	6	35	action	action	NOUN
ajst-27303	6	36	prediction	prediction	NOUN
ajst-27303	6	37	.	.	PUNCT
ajst-27303	7	1	this	this	DET
ajst-27303	7	2	versatility	versatility	NOUN
ajst-27303	7	3	has	have	AUX
ajst-27303	7	4	established	establish	VERB
ajst-27303	7	5	computer	computer	NOUN
ajst-27303	7	6	vision	vision	NOUN
ajst-27303	7	7	as	as	ADP
ajst-27303	7	8	a	a	DET
ajst-27303	7	9	key	key	ADJ
ajst-27303	7	10	driver	driver	NOUN
ajst-27303	7	11	of	of	ADP
ajst-27303	7	12	data	data	NOUN
ajst-27303	7	13	-	-	PUNCT
ajst-27303	7	14	driven	drive	VERB
ajst-27303	7	15	insights	insight	NOUN
ajst-27303	7	16	in	in	ADP
ajst-27303	7	17	both	both	CCONJ
ajst-27303	7	18	scientific	scientific	ADJ
ajst-27303	7	19	and	and	CCONJ
ajst-27303	7	20	commercial	commercial	ADJ
ajst-27303	7	21	sectors	sector	NOUN
ajst-27303	7	22	.	.	PUNCT
ajst-27303	8	1	the	the	DET
ajst-27303	8	2	study	study	NOUN
ajst-27303	8	3	categorizes	categorize	VERB
ajst-27303	8	4	computer	computer	NOUN
ajst-27303	8	5	vision	vision	NOUN
ajst-27303	8	6	into	into	ADP
ajst-27303	8	7	four	four	NUM
ajst-27303	8	8	main	main	ADJ
ajst-27303	8	9	areas	area	NOUN
ajst-27303	8	10	:	:	PUNCT
ajst-27303	8	11	image	image	NOUN
ajst-27303	8	12	processing	processing	NOUN
ajst-27303	8	13	,	,	PUNCT
ajst-27303	8	14	object	object	NOUN
ajst-27303	8	15	recognition	recognition	NOUN
ajst-27303	8	16	,	,	PUNCT
ajst-27303	8	17	machine	machine	NOUN
ajst-27303	8	18	learning	learning	NOUN
ajst-27303	8	19	,	,	PUNCT
ajst-27303	8	20	and	and	CCONJ
ajst-27303	8	21	computer	computer	NOUN
ajst-27303	8	22	graphics	graphic	NOUN
ajst-27303	8	23	.	.	PUNCT
ajst-27303	9	1	each	each	PRON
ajst-27303	9	2	of	of	ADP
ajst-27303	9	3	these	these	DET
ajst-27303	9	4	categories	category	NOUN
ajst-27303	9	5	is	be	AUX
ajst-27303	9	6	essential	essential	ADJ
ajst-27303	9	7	to	to	ADP
ajst-27303	9	8	the	the	DET
ajst-27303	9	9	functionality	functionality	NOUN
ajst-27303	9	10	of	of	ADP
ajst-27303	9	11	modern	modern	ADJ
ajst-27303	9	12	computer	computer	NOUN
ajst-27303	9	13	vision	vision	NOUN
ajst-27303	9	14	systems	system	NOUN
ajst-27303	9	15	.	.	PUNCT
ajst-27303	10	1	image	image	NOUN
ajst-27303	10	2	processing	processing	NOUN
ajst-27303	10	3	involves	involve	VERB
ajst-27303	10	4	techniques	technique	NOUN
ajst-27303	10	5	for	for	ADP
ajst-27303	10	6	enhancing	enhance	VERB
ajst-27303	10	7	image	image	NOUN
ajst-27303	10	8	quality	quality	NOUN
ajst-27303	10	9	and	and	CCONJ
ajst-27303	10	10	extracting	extract	VERB
ajst-27303	10	11	important	important	ADJ
ajst-27303	10	12	features	feature	NOUN
ajst-27303	10	13	.	.	PUNCT
ajst-27303	11	1	object	object	NOUN
ajst-27303	11	2	recognition	recognition	NOUN
ajst-27303	11	3	and	and	CCONJ
ajst-27303	11	4	machine	machine	NOUN
ajst-27303	11	5	learning	learning	NOUN
ajst-27303	11	6	enable	enable	VERB
ajst-27303	11	7	the	the	DET
ajst-27303	11	8	identification	identification	NOUN
ajst-27303	11	9	of	of	ADP
ajst-27303	11	10	specific	specific	ADJ
ajst-27303	11	11	elements	element	NOUN
ajst-27303	11	12	within	within	ADP
ajst-27303	11	13	images	image	NOUN
ajst-27303	11	14	and	and	CCONJ
ajst-27303	11	15	allow	allow	VERB
ajst-27303	11	16	systems	system	NOUN
ajst-27303	11	17	to	to	PART
ajst-27303	11	18	learn	learn	VERB
ajst-27303	11	19	from	from	ADP
ajst-27303	11	20	large	large	ADJ
ajst-27303	11	21	datasets	dataset	NOUN
ajst-27303	11	22	,	,	PUNCT
ajst-27303	11	23	enhancing	enhance	VERB
ajst-27303	11	24	accuracy	accuracy	NOUN
ajst-27303	11	25	over	over	ADP
ajst-27303	11	26	time	time	NOUN
ajst-27303	11	27	.	.	PUNCT
ajst-27303	12	1	computer	computer	NOUN
ajst-27303	12	2	graphics	graphic	NOUN
ajst-27303	12	3	,	,	PUNCT
ajst-27303	12	4	on	on	ADP
ajst-27303	12	5	the	the	DET
ajst-27303	12	6	other	other	ADJ
ajst-27303	12	7	hand	hand	NOUN
ajst-27303	12	8	,	,	PUNCT
ajst-27303	12	9	aid	aid	NOUN
ajst-27303	12	10	in	in	ADP
ajst-27303	12	11	visualizing	visualize	VERB
ajst-27303	12	12	and	and	CCONJ
ajst-27303	12	13	interpreting	interpret	VERB
ajst-27303	12	14	processed	process	VERB
ajst-27303	12	15	data	datum	NOUN
ajst-27303	12	16	.	.	PUNCT
ajst-27303	13	1	by	by	ADP
ajst-27303	13	2	offering	offer	VERB
ajst-27303	13	3	insights	insight	NOUN
ajst-27303	13	4	into	into	ADP
ajst-27303	13	5	the	the	DET
ajst-27303	13	6	latest	late	ADJ
ajst-27303	13	7	techniques	technique	NOUN
ajst-27303	13	8	and	and	CCONJ
ajst-27303	13	9	evaluating	evaluate	VERB
ajst-27303	13	10	their	their	PRON
ajst-27303	13	11	performance	performance	NOUN
ajst-27303	13	12	,	,	PUNCT
ajst-27303	13	13	this	this	DET
ajst-27303	13	14	survey	survey	NOUN
ajst-27303	13	15	highlights	highlight	VERB
ajst-27303	13	16	the	the	DET
ajst-27303	13	17	current	current	ADJ
ajst-27303	13	18	state	state	NOUN
ajst-27303	13	19	of	of	ADP
ajst-27303	13	20	computer	computer	NOUN
ajst-27303	13	21	vision	vision	NOUN
ajst-27303	13	22	while	while	SCONJ
ajst-27303	13	23	shedding	shed	VERB
ajst-27303	13	24	light	light	NOUN
ajst-27303	13	25	on	on	ADP
ajst-27303	13	26	future	future	ADJ
ajst-27303	13	27	trends	trend	NOUN
ajst-27303	13	28	.	.	PUNCT
ajst-27303	14	1	computer	computer	NOUN
ajst-27303	14	2	vision	vision	NOUN
ajst-27303	14	3	’s	’s	PART
ajst-27303	14	4	expanding	expand	VERB
ajst-27303	14	5	utility	utility	NOUN
ajst-27303	14	6	across	across	ADP
ajst-27303	14	7	various	various	ADJ
ajst-27303	14	8	fields	field	NOUN
ajst-27303	14	9	underscores	underscore	VERB
ajst-27303	14	10	its	its	PRON
ajst-27303	14	11	critical	critical	ADJ
ajst-27303	14	12	role	role	NOUN
ajst-27303	14	13	in	in	ADP
ajst-27303	14	14	driving	drive	VERB
ajst-27303	14	15	interdisciplinary	interdisciplinary	ADJ
ajst-27303	14	16	innovation	innovation	NOUN
ajst-27303	14	17	and	and	CCONJ
ajst-27303	14	18	addressing	address	VERB
ajst-27303	14	19	complex	complex	ADJ
ajst-27303	14	20	challenges	challenge	NOUN
ajst-27303	14	21	.	.	PUNCT
ajst-27303	15	1	keywords	keyword	NOUN
ajst-27303	15	2	:	:	PUNCT
ajst-27303	15	3	computer	computer	NOUN
ajst-27303	15	4	vision	vision	NOUN
ajst-27303	15	5	,	,	PUNCT
ajst-27303	15	6	image	image	NOUN
ajst-27303	15	7	processing	processing	NOUN
ajst-27303	15	8	,	,	PUNCT
ajst-27303	15	9	machine	machine	NOUN
ajst-27303	15	10	learning	learning	NOUN
ajst-27303	15	11	,	,	PUNCT
ajst-27303	15	12	object	object	NOUN
ajst-27303	15	13	recognition	recognition	NOUN
ajst-27303	15	14	,	,	PUNCT
ajst-27303	15	15	interdisciplinary	interdisciplinary	ADJ
ajst-27303	15	16	innovation	innovation	NOUN
ajst-27303	15	17	.	.	PUNCT
ajst-27303	16	1	1	1	X
ajst-27303	16	2	.	.	X
ajst-27303	16	3	introduction	introduction	NOUN
ajst-27303	16	4	under	under	ADP
ajst-27303	16	5	the	the	DET
ajst-27303	16	6	development	development	NOUN
ajst-27303	16	7	of	of	ADP
ajst-27303	16	8	artificial	artificial	ADJ
ajst-27303	16	9	intelligence	intelligence	NOUN
ajst-27303	16	10	based	base	VERB
ajst-27303	16	11	on	on	ADP
ajst-27303	16	12	neural	neural	ADJ
ajst-27303	16	13	network[1	network[1	NUM
ajst-27303	16	14	]	]	PUNCT
ajst-27303	16	15	,	,	PUNCT
ajst-27303	16	16	such	such	ADJ
ajst-27303	16	17	as	as	ADP
ajst-27303	16	18	face	face	NOUN
ajst-27303	16	19	-	-	PUNCT
ajst-27303	16	20	action	action	NOUN
ajst-27303	16	21	recognition[2	recognition[2	NOUN
ajst-27303	16	22	,	,	PUNCT
ajst-27303	16	23	3	3	NUM
ajst-27303	16	24	]	]	PUNCT
ajst-27303	16	25	,	,	PUNCT
ajst-27303	16	26	multimedia	multimedia	NOUN
ajst-27303	16	27	system	system	NOUN
ajst-27303	16	28	network[4	network[4	NOUN
ajst-27303	16	29	-	-	SYM
ajst-27303	16	30	6	6	NUM
ajst-27303	16	31	]	]	PUNCT
ajst-27303	16	32	,	,	PUNCT
ajst-27303	16	33	llm	llm	PROPN
ajst-27303	16	34	&	&	CCONJ
ajst-27303	16	35	generative	generative	VERB
ajst-27303	16	36	models[7	models[7	NOUN
ajst-27303	16	37	-	-	PUNCT
ajst-27303	16	38	11	11	NUM
ajst-27303	16	39	]	]	PUNCT
ajst-27303	16	40	,	,	PUNCT
ajst-27303	16	41	auto	auto	NOUN
ajst-27303	16	42	-	-	PUNCT
ajst-27303	16	43	driving	driving	NOUN
ajst-27303	16	44	navigation[12	navigation[12	NOUN
ajst-27303	16	45	,	,	PUNCT
ajst-27303	16	46	13	13	NUM
ajst-27303	16	47	]	]	PUNCT
ajst-27303	16	48	,	,	PUNCT
ajst-27303	16	49	but	but	CCONJ
ajst-27303	16	50	also	also	ADV
ajst-27303	16	51	in	in	ADP
ajst-27303	16	52	medical	medical	ADJ
ajst-27303	16	53	care[14	care[14	PROPN
ajst-27303	16	54	]	]	X
ajst-27303	16	55	,	,	PUNCT
ajst-27303	16	56	spectroscopy[15	spectroscopy[15	PROPN
ajst-27303	16	57	,	,	PUNCT
ajst-27303	16	58	16	16	NUM
ajst-27303	16	59	]	]	X
ajst-27303	16	60	,	,	PUNCT
ajst-27303	16	61	human	human	PROPN
ajst-27303	16	62	health[14	health[14	PROPN
ajst-27303	16	63	,	,	PUNCT
ajst-27303	16	64	17	17	NUM
ajst-27303	16	65	-	-	SYM
ajst-27303	16	66	20	20	NUM
ajst-27303	16	67	]	]	PUNCT
ajst-27303	16	68	,	,	PUNCT
ajst-27303	16	69	environmental	environmental	ADJ
ajst-27303	16	70	protection[21	protection[21	NOUN
ajst-27303	16	71	]	]	PUNCT
ajst-27303	16	72	,	,	PUNCT
ajst-27303	16	73	scientific	scientific	ADJ
ajst-27303	16	74	research[18	research[18	PROPN
ajst-27303	16	75	,	,	PUNCT
ajst-27303	16	76	22	22	NUM
ajst-27303	16	77	]	]	PUNCT
ajst-27303	16	78	,	,	PUNCT
ajst-27303	16	79	and	and	CCONJ
ajst-27303	16	80	design	design	NOUN
ajst-27303	16	81	optimization[23	optimization[23	NOUN
ajst-27303	16	82	]	]	X
ajst-27303	16	83	etc	etc	X
ajst-27303	16	84	.	.	X
ajst-27303	16	85	,	,	PUNCT
ajst-27303	16	86	computer	computer	NOUN
ajst-27303	16	87	vision	vision	NOUN
ajst-27303	16	88	has	have	AUX
ajst-27303	16	89	emerged	emerge	VERB
ajst-27303	16	90	as	as	ADP
ajst-27303	16	91	a	a	DET
ajst-27303	16	92	multifaceted	multifaceted	ADJ
ajst-27303	16	93	field	field	NOUN
ajst-27303	16	94	,	,	PUNCT
ajst-27303	16	95	evolving	evolve	VERB
ajst-27303	16	96	from	from	ADP
ajst-27303	16	97	simple	simple	ADJ
ajst-27303	16	98	raw	raw	ADJ
ajst-27303	16	99	data	datum	NOUN
ajst-27303	16	100	recording	recording	NOUN
ajst-27303	16	101	to	to	ADP
ajst-27303	16	102	sophisticated	sophisticated	ADJ
ajst-27303	16	103	techniques	technique	NOUN
ajst-27303	16	104	for	for	ADP
ajst-27303	16	105	extracting	extract	VERB
ajst-27303	16	106	patterns	pattern	NOUN
ajst-27303	16	107	and	and	CCONJ
ajst-27303	16	108	interpreting	interpret	VERB
ajst-27303	16	109	information	information	NOUN
ajst-27303	16	110	from	from	ADP
ajst-27303	16	111	images	image	NOUN
ajst-27303	16	112	and	and	CCONJ
ajst-27303	16	113	videos	video	NOUN
ajst-27303	16	114	.	.	PUNCT
ajst-27303	17	1	in	in	ADP
ajst-27303	17	2	engineering	engineering	NOUN
ajst-27303	17	3	applications	application	NOUN
ajst-27303	17	4	,	,	PUNCT
ajst-27303	17	5	progress	progress	NOUN
ajst-27303	17	6	was	be	AUX
ajst-27303	17	7	made	make	VERB
ajst-27303	17	8	by	by	ADP
ajst-27303	17	9	computer	computer	NOUN
ajst-27303	17	10	vision	vision	NOUN
ajst-27303	17	11	in	in	ADP
ajst-27303	17	12	surgery	surgery	NOUN
ajst-27303	17	13	of	of	ADP
ajst-27303	17	14	liver	liver	NOUN
ajst-27303	17	15	transplantation[24	transplantation[24	NOUN
ajst-27303	17	16	-	-	PUNCT
ajst-27303	17	17	28	28	NUM
ajst-27303	17	18	]	]	PUNCT
ajst-27303	17	19	.	.	PUNCT
ajst-27303	18	1	recent	recent	ADJ
ajst-27303	18	2	achievements	achievement	NOUN
ajst-27303	18	3	in	in	ADP
ajst-27303	18	4	social	social	ADJ
ajst-27303	18	5	learning	learning	NOUN
ajst-27303	18	6	[	[	X
ajst-27303	18	7	29	29	NUM
ajst-27303	18	8	-	-	SYM
ajst-27303	18	9	36	36	NUM
ajst-27303	18	10	]	]	PUNCT
ajst-27303	18	11	makes	make	VERB
ajst-27303	18	12	even	even	ADV
ajst-27303	18	13	great	great	ADJ
ajst-27303	18	14	insight	insight	NOUN
ajst-27303	18	15	in	in	ADP
ajst-27303	18	16	real	real	ADJ
ajst-27303	18	17	-	-	PUNCT
ajst-27303	18	18	world	world	NOUN
ajst-27303	18	19	application	application	NOUN
ajst-27303	18	20	.	.	PUNCT
ajst-27303	19	1	as	as	ADP
ajst-27303	19	2	one	one	NUM
ajst-27303	19	3	of	of	ADP
ajst-27303	19	4	the	the	DET
ajst-27303	19	5	most	most	ADV
ajst-27303	19	6	outstanding	outstanding	ADJ
ajst-27303	19	7	application	application	NOUN
ajst-27303	19	8	field	field	NOUN
ajst-27303	19	9	,	,	PUNCT
ajst-27303	19	10	the	the	DET
ajst-27303	19	11	very	very	ADV
ajst-27303	19	12	biggest	big	ADJ
ajst-27303	19	13	progress	progress	NOUN
ajst-27303	19	14	has	have	AUX
ajst-27303	19	15	been	be	AUX
ajst-27303	19	16	achieved	achieve	VERB
ajst-27303	19	17	in	in	ADP
ajst-27303	19	18	computer	computer	NOUN
ajst-27303	19	19	vision[37	vision[37	NOUN
ajst-27303	19	20	-	-	PUNCT
ajst-27303	19	21	43	43	NUM
ajst-27303	19	22	]	]	PUNCT
ajst-27303	19	23	with	with	ADP
ajst-27303	19	24	powerful	powerful	ADJ
ajst-27303	19	25	software[44	software[44	NOUN
ajst-27303	19	26	-	-	PUNCT
ajst-27303	19	27	46	46	NUM
ajst-27303	19	28	]	]	PUNCT
ajst-27303	19	29	and	and	CCONJ
ajst-27303	19	30	hardware	hardware	NOUN
ajst-27303	19	31	support[47	support[47	NOUN
ajst-27303	19	32	-	-	SYM
ajst-27303	19	33	51	51	NUM
ajst-27303	19	34	]	]	PUNCT
ajst-27303	19	35	like	like	ADP
ajst-27303	19	36	millimeter	millimeter	NOUN
ajst-27303	19	37	wave	wave	NOUN
ajst-27303	19	38	technology	technology	NOUN
ajst-27303	19	39	and	and	CCONJ
ajst-27303	19	40	robotics[52	robotics[52	NOUN
ajst-27303	19	41	]	]	X
ajst-27303	19	42	.	.	PUNCT
ajst-27303	20	1	nowadays	nowadays	ADV
ajst-27303	20	2	,	,	PUNCT
ajst-27303	20	3	computer	computer	NOUN
ajst-27303	20	4	vision	vision	NOUN
ajst-27303	20	5	serves	serve	VERB
ajst-27303	20	6	a	a	DET
ajst-27303	20	7	wide	wide	ADJ
ajst-27303	20	8	array	array	NOUN
ajst-27303	20	9	of	of	ADP
ajst-27303	20	10	applications	application	NOUN
ajst-27303	20	11	that	that	PRON
ajst-27303	20	12	involve	involve	VERB
ajst-27303	20	13	obtaining	obtain	VERB
ajst-27303	20	14	and	and	CCONJ
ajst-27303	20	15	analyzing	analyze	VERB
ajst-27303	20	16	visual	visual	ADJ
ajst-27303	20	17	information	information	NOUN
ajst-27303	20	18	from	from	ADP
ajst-27303	20	19	digital	digital	ADJ
ajst-27303	20	20	inputs	input	NOUN
ajst-27303	20	21	.	.	PUNCT
ajst-27303	21	1	fundamentally	fundamentally	ADV
ajst-27303	21	2	,	,	PUNCT
ajst-27303	21	3	computer	computer	NOUN
ajst-27303	21	4	vision	vision	NOUN
ajst-27303	21	5	aims	aim	VERB
ajst-27303	21	6	to	to	PART
ajst-27303	21	7	replicate	replicate	VERB
ajst-27303	21	8	aspects	aspect	NOUN
ajst-27303	21	9	of	of	ADP
ajst-27303	21	10	human	human	ADJ
ajst-27303	21	11	vision	vision	NOUN
ajst-27303	21	12	,	,	PUNCT
ajst-27303	21	13	enabling	enable	VERB
ajst-27303	21	14	machines	machine	NOUN
ajst-27303	21	15	to	to	PART
ajst-27303	21	16	perceive	perceive	VERB
ajst-27303	21	17	,	,	PUNCT
ajst-27303	21	18	interpret	interpret	VERB
ajst-27303	21	19	,	,	PUNCT
ajst-27303	21	20	and	and	CCONJ
ajst-27303	21	21	make	make	VERB
ajst-27303	21	22	decisions	decision	NOUN
ajst-27303	21	23	based	base	VERB
ajst-27303	21	24	on	on	ADP
ajst-27303	21	25	visual	visual	ADJ
ajst-27303	21	26	data	datum	NOUN
ajst-27303	21	27	.	.	PUNCT
ajst-27303	22	1	this	this	DET
ajst-27303	22	2	process	process	NOUN
ajst-27303	22	3	requires	require	VERB
ajst-27303	22	4	techniques	technique	NOUN
ajst-27303	22	5	for	for	ADP
ajst-27303	22	6	feature	feature	NOUN
ajst-27303	22	7	extraction	extraction	NOUN
ajst-27303	22	8	and	and	CCONJ
ajst-27303	22	9	event	event	NOUN
ajst-27303	22	10	detection	detection	NOUN
ajst-27303	22	11	,	,	PUNCT
ajst-27303	22	12	which	which	PRON
ajst-27303	22	13	vary	vary	VERB
ajst-27303	22	14	depending	depend	VERB
ajst-27303	22	15	on	on	ADP
ajst-27303	22	16	the	the	DET
ajst-27303	22	17	application	application	NOUN
ajst-27303	22	18	domain	domain	NOUN
ajst-27303	22	19	and	and	CCONJ
ajst-27303	22	20	the	the	DET
ajst-27303	22	21	nature	nature	NOUN
ajst-27303	22	22	of	of	ADP
ajst-27303	22	23	the	the	DET
ajst-27303	22	24	data	datum	NOUN
ajst-27303	22	25	being	be	AUX
ajst-27303	22	26	analyzed	analyze	VERB
ajst-27303	22	27	.	.	PUNCT
ajst-27303	23	1	computer	computer	NOUN
ajst-27303	23	2	vision	vision	NOUN
ajst-27303	23	3	integrates	integrate	VERB
ajst-27303	23	4	two	two	NUM
ajst-27303	23	5	key	key	ADJ
ajst-27303	23	6	areas	area	NOUN
ajst-27303	23	7	:	:	PUNCT
ajst-27303	23	8	image	image	NOUN
ajst-27303	23	9	processing	processing	NOUN
ajst-27303	23	10	and	and	CCONJ
ajst-27303	23	11	pattern	pattern	NOUN
ajst-27303	23	12	recognition[38	recognition[38	NOUN
ajst-27303	23	13	-	-	PUNCT
ajst-27303	23	14	41	41	NUM
ajst-27303	23	15	,	,	PUNCT
ajst-27303	23	16	43	43	NUM
ajst-27303	23	17	]	]	PUNCT
ajst-27303	23	18	.	.	PUNCT
ajst-27303	24	1	while	while	SCONJ
ajst-27303	24	2	image	image	NOUN
ajst-27303	24	3	processing	processing	NOUN
ajst-27303	24	4	primarily	primarily	ADV
ajst-27303	24	5	focuses	focus	VERB
ajst-27303	24	6	on	on	ADP
ajst-27303	24	7	the	the	DET
ajst-27303	24	8	manipulation	manipulation	NOUN
ajst-27303	24	9	and	and	CCONJ
ajst-27303	24	10	enhancement	enhancement	NOUN
ajst-27303	24	11	of	of	ADP
ajst-27303	24	12	images	image	NOUN
ajst-27303	24	13	to	to	PART
ajst-27303	24	14	improve	improve	VERB
ajst-27303	24	15	quality	quality	NOUN
ajst-27303	24	16	or	or	CCONJ
ajst-27303	24	17	extract	extract	VERB
ajst-27303	24	18	useful	useful	ADJ
ajst-27303	24	19	features	feature	NOUN
ajst-27303	24	20	,	,	PUNCT
ajst-27303	24	21	pattern	pattern	NOUN
ajst-27303	24	22	recognition	recognition	NOUN
ajst-27303	24	23	involves	involve	VERB
ajst-27303	24	24	identifying	identify	VERB
ajst-27303	24	25	and	and	CCONJ
ajst-27303	24	26	categorizing	categorize	VERB
ajst-27303	24	27	objects	object	NOUN
ajst-27303	24	28	or	or	CCONJ
ajst-27303	24	29	patterns	pattern	NOUN
ajst-27303	24	30	within	within	ADP
ajst-27303	24	31	images	image	NOUN
ajst-27303	24	32	.	.	PUNCT
ajst-27303	25	1	together	together	ADV
ajst-27303	25	2	,	,	PUNCT
ajst-27303	25	3	these	these	DET
ajst-27303	25	4	fields	field	NOUN
ajst-27303	25	5	enable	enable	VERB
ajst-27303	25	6	the	the	DET
ajst-27303	25	7	creation	creation	NOUN
ajst-27303	25	8	of	of	ADP
ajst-27303	25	9	algorithms	algorithm	NOUN
ajst-27303	25	10	that	that	PRON
ajst-27303	25	11	can	can	AUX
ajst-27303	25	12	interpret	interpret	VERB
ajst-27303	25	13	spatial	spatial	ADJ
ajst-27303	25	14	data	datum	NOUN
ajst-27303	25	15	,	,	PUNCT
ajst-27303	25	16	ultimately	ultimately	ADV
ajst-27303	25	17	leading	lead	VERB
ajst-27303	25	18	to	to	ADP
ajst-27303	25	19	what	what	PRON
ajst-27303	25	20	is	be	AUX
ajst-27303	25	21	known	know	VERB
ajst-27303	25	22	as	as	ADP
ajst-27303	25	23	“	"	PUNCT
ajst-27303	25	24	image	image	NOUN
ajst-27303	25	25	understanding	understanding	NOUN
ajst-27303	25	26	.	.	PUNCT
ajst-27303	25	27	”	"	PUNCT
ajst-27303	26	1	the	the	DET
ajst-27303	26	2	development	development	NOUN
ajst-27303	26	3	of	of	ADP
ajst-27303	26	4	computer	computer	NOUN
ajst-27303	26	5	vision	vision	NOUN
ajst-27303	26	6	techniques	technique	NOUN
ajst-27303	26	7	is	be	AUX
ajst-27303	26	8	heavily	heavily	ADV
ajst-27303	26	9	inspired	inspire	VERB
ajst-27303	26	10	by	by	ADP
ajst-27303	26	11	human	human	ADJ
ajst-27303	26	12	visual	visual	ADJ
ajst-27303	26	13	capabilities	capability	NOUN
ajst-27303	26	14	,	,	PUNCT
ajst-27303	26	15	although	although	SCONJ
ajst-27303	26	16	achieving	achieve	VERB
ajst-27303	26	17	a	a	DET
ajst-27303	26	18	fully	fully	ADV
ajst-27303	26	19	human	human	ADJ
ajst-27303	26	20	-	-	PUNCT
ajst-27303	26	21	like	like	ADJ
ajst-27303	26	22	vision	vision	NOUN
ajst-27303	26	23	system	system	NOUN
ajst-27303	26	24	remains	remain	VERB
ajst-27303	26	25	beyond	beyond	ADP
ajst-27303	26	26	current	current	ADJ
ajst-27303	26	27	technology	technology	NOUN
ajst-27303	26	28	due	due	ADP
ajst-27303	26	29	to	to	ADP
ajst-27303	26	30	limitations	limitation	NOUN
ajst-27303	26	31	in	in	ADP
ajst-27303	26	32	machine	machine	NOUN
ajst-27303	26	33	interpretation	interpretation	NOUN
ajst-27303	26	34	and	and	CCONJ
ajst-27303	26	35	processing	processing	NOUN
ajst-27303	26	36	capabilities	capability	NOUN
ajst-27303	26	37	.	.	PUNCT
ajst-27303	27	1	the	the	DET
ajst-27303	27	2	goals	goal	NOUN
ajst-27303	27	3	of	of	ADP
ajst-27303	27	4	computer	computer	NOUN
ajst-27303	27	5	vision	vision	NOUN
ajst-27303	27	6	and	and	CCONJ
ajst-27303	27	7	image	image	NOUN
ajst-27303	27	8	processing	processing	NOUN
ajst-27303	27	9	,	,	PUNCT
ajst-27303	27	10	while	while	SCONJ
ajst-27303	27	11	related	relate	VERB
ajst-27303	27	12	,	,	PUNCT
ajst-27303	27	13	are	be	AUX
ajst-27303	27	14	distinct	distinct	ADJ
ajst-27303	27	15	.	.	PUNCT
ajst-27303	28	1	the	the	DET
ajst-27303	28	2	primary	primary	ADJ
ajst-27303	28	3	objective	objective	NOUN
ajst-27303	28	4	of	of	ADP
ajst-27303	28	5	computer	computer	NOUN
ajst-27303	28	6	vision	vision	NOUN
ajst-27303	28	7	is	be	AUX
ajst-27303	28	8	to	to	PART
ajst-27303	28	9	create	create	VERB
ajst-27303	28	10	models	model	NOUN
ajst-27303	28	11	that	that	PRON
ajst-27303	28	12	extract	extract	VERB
ajst-27303	28	13	relevant	relevant	ADJ
ajst-27303	28	14	data	datum	NOUN
ajst-27303	28	15	and	and	CCONJ
ajst-27303	28	16	interpret	interpret	VERB
ajst-27303	28	17	it	it	PRON
ajst-27303	28	18	,	,	PUNCT
ajst-27303	28	19	allowing	allow	VERB
ajst-27303	28	20	for	for	ADP
ajst-27303	28	21	image	image	NOUN
ajst-27303	28	22	understanding	understanding	NOUN
ajst-27303	28	23	.	.	PUNCT
ajst-27303	29	1	in	in	ADP
ajst-27303	29	2	contrast	contrast	NOUN
ajst-27303	29	3	,	,	PUNCT
ajst-27303	29	4	image	image	NOUN
ajst-27303	29	5	processing	processing	NOUN
ajst-27303	29	6	involves	involve	VERB
ajst-27303	29	7	computational	computational	ADJ
ajst-27303	29	8	transformations	transformation	NOUN
ajst-27303	29	9	such	such	ADJ
ajst-27303	29	10	as	as	ADP
ajst-27303	29	11	sharpening	sharpen	VERB
ajst-27303	29	12	,	,	PUNCT
ajst-27303	29	13	contrast	contrast	NOUN
ajst-27303	29	14	adjustment	adjustment	NOUN
ajst-27303	29	15	,	,	PUNCT
ajst-27303	29	16	and	and	CCONJ
ajst-27303	29	17	other	other	ADJ
ajst-27303	29	18	enhancements	enhancement	NOUN
ajst-27303	29	19	that	that	PRON
ajst-27303	29	20	optimize	optimize	VERB
ajst-27303	29	21	visual	visual	ADJ
ajst-27303	29	22	clarity	clarity	NOUN
ajst-27303	29	23	.	.	PUNCT
ajst-27303	30	1	while	while	SCONJ
ajst-27303	30	2	closely	closely	ADV
ajst-27303	30	3	related	relate	VERB
ajst-27303	30	4	,	,	PUNCT
ajst-27303	30	5	these	these	DET
ajst-27303	30	6	two	two	NUM
ajst-27303	30	7	fields	field	NOUN
ajst-27303	30	8	sometimes	sometimes	ADV
ajst-27303	30	9	overlap	overlap	VERB
ajst-27303	30	10	with	with	ADP
ajst-27303	30	11	human	human	ADJ
ajst-27303	30	12	-	-	PUNCT
ajst-27303	30	13	computer	computer	NOUN
ajst-27303	30	14	interaction	interaction	NOUN
ajst-27303	30	15	(	(	PUNCT
ajst-27303	30	16	hci)[53	hci)[53	PROPN
ajst-27303	30	17	]	]	X
ajst-27303	30	18	,	,	PUNCT
ajst-27303	30	19	which	which	PRON
ajst-27303	30	20	focuses	focus	VERB
ajst-27303	30	21	on	on	ADP
ajst-27303	30	22	the	the	DET
ajst-27303	30	23	design	design	NOUN
ajst-27303	30	24	and	and	CCONJ
ajst-27303	30	25	interaction	interaction	NOUN
ajst-27303	30	26	between	between	ADP
ajst-27303	30	27	humans	human	NOUN
ajst-27303	30	28	and	and	CCONJ
ajst-27303	30	29	computers	computer	NOUN
ajst-27303	30	30	.	.	PUNCT
ajst-27303	31	1	hci	hci	PROPN
ajst-27303	31	2	has	have	AUX
ajst-27303	31	3	developed	develop	VERB
ajst-27303	31	4	as	as	ADP
ajst-27303	31	5	an	an	DET
ajst-27303	31	6	interdisciplinary	interdisciplinary	ADJ
ajst-27303	31	7	field	field	NOUN
ajst-27303	31	8	that	that	PRON
ajst-27303	31	9	explores	explore	VERB
ajst-27303	31	10	how	how	SCONJ
ajst-27303	31	11	humans	human	NOUN
ajst-27303	31	12	interact	interact	VERB
ajst-27303	31	13	with	with	ADP
ajst-27303	31	14	technology	technology	NOUN
ajst-27303	31	15	,	,	PUNCT
ajst-27303	31	16	considering	consider	VERB
ajst-27303	31	17	user	user	NOUN
ajst-27303	31	18	-	-	PUNCT
ajst-27303	31	19	centered	center	VERB
ajst-27303	31	20	design	design	NOUN
ajst-27303	31	21	,	,	PUNCT
ajst-27303	31	22	interface	interface	NOUN
ajst-27303	31	23	ergonomics	ergonomic	NOUN
ajst-27303	31	24	,	,	PUNCT
ajst-27303	31	25	and	and	CCONJ
ajst-27303	31	26	the	the	DET
ajst-27303	31	27	overall	overall	ADJ
ajst-27303	31	28	effectiveness	effectiveness	NOUN
ajst-27303	31	29	of	of	ADP
ajst-27303	31	30	human	human	ADJ
ajst-27303	31	31	-	-	PUNCT
ajst-27303	31	32	computer	computer	NOUN
ajst-27303	31	33	interactions	interaction	NOUN
ajst-27303	31	34	.	.	PUNCT
ajst-27303	32	1	29	29	NUM
ajst-27303	32	2	however	however	ADV
ajst-27303	32	3	,	,	PUNCT
ajst-27303	32	4	unlike	unlike	ADP
ajst-27303	32	5	hci	hci	NOUN
ajst-27303	32	6	,	,	PUNCT
ajst-27303	32	7	computer	computer	NOUN
ajst-27303	32	8	vision	vision	NOUN
ajst-27303	32	9	focuses	focus	VERB
ajst-27303	32	10	specifically	specifically	ADV
ajst-27303	32	11	on	on	ADP
ajst-27303	32	12	interpreting	interpret	VERB
ajst-27303	32	13	visual	visual	ADJ
ajst-27303	32	14	data	datum	NOUN
ajst-27303	32	15	.	.	PUNCT
ajst-27303	33	1	functionally	functionally	ADV
ajst-27303	33	2	,	,	PUNCT
ajst-27303	33	3	both	both	PRON
ajst-27303	33	4	computer	computer	NOUN
ajst-27303	33	5	vision	vision	NOUN
ajst-27303	33	6	and	and	CCONJ
ajst-27303	33	7	human	human	ADJ
ajst-27303	33	8	vision	vision	NOUN
ajst-27303	33	9	are	be	AUX
ajst-27303	33	10	aimed	aim	VERB
ajst-27303	33	11	at	at	ADP
ajst-27303	33	12	interpreting	interpret	VERB
ajst-27303	33	13	spatial	spatial	ADJ
ajst-27303	33	14	data	datum	NOUN
ajst-27303	33	15	,	,	PUNCT
ajst-27303	33	16	allowing	allow	VERB
ajst-27303	33	17	for	for	ADP
ajst-27303	33	18	an	an	DET
ajst-27303	33	19	understanding	understanding	NOUN
ajst-27303	33	20	of	of	ADP
ajst-27303	33	21	objects	object	NOUN
ajst-27303	33	22	,	,	PUNCT
ajst-27303	33	23	scenes	scene	NOUN
ajst-27303	33	24	,	,	PUNCT
ajst-27303	33	25	and	and	CCONJ
ajst-27303	33	26	actions	action	NOUN
ajst-27303	33	27	.	.	PUNCT
ajst-27303	34	1	however	however	ADV
ajst-27303	34	2	,	,	PUNCT
ajst-27303	34	3	the	the	DET
ajst-27303	34	4	performance	performance	NOUN
ajst-27303	34	5	of	of	ADP
ajst-27303	34	6	computer	computer	NOUN
ajst-27303	34	7	vision	vision	NOUN
ajst-27303	34	8	systems	system	NOUN
ajst-27303	34	9	remains	remain	VERB
ajst-27303	34	10	limited	limited	ADJ
ajst-27303	34	11	compared	compare	VERB
ajst-27303	34	12	to	to	ADP
ajst-27303	34	13	the	the	DET
ajst-27303	34	14	human	human	ADJ
ajst-27303	34	15	visual	visual	ADJ
ajst-27303	34	16	system	system	NOUN
ajst-27303	34	17	.	.	PUNCT
ajst-27303	35	1	despite	despite	SCONJ
ajst-27303	35	2	advancements	advancement	NOUN
ajst-27303	35	3	,	,	PUNCT
ajst-27303	35	4	computer	computer	NOUN
ajst-27303	35	5	vision	vision	NOUN
ajst-27303	35	6	can	can	AUX
ajst-27303	35	7	not	not	PART
ajst-27303	35	8	fully	fully	ADV
ajst-27303	35	9	replicate	replicate	VERB
ajst-27303	35	10	the	the	DET
ajst-27303	35	11	nuances	nuance	NOUN
ajst-27303	35	12	of	of	ADP
ajst-27303	35	13	human	human	ADJ
ajst-27303	35	14	sight	sight	NOUN
ajst-27303	35	15	,	,	PUNCT
ajst-27303	35	16	as	as	SCONJ
ajst-27303	35	17	the	the	DET
ajst-27303	35	18	systems	system	NOUN
ajst-27303	35	19	lack	lack	VERB
ajst-27303	35	20	the	the	DET
ajst-27303	35	21	same	same	ADJ
ajst-27303	35	22	adaptability	adaptability	NOUN
ajst-27303	35	23	and	and	CCONJ
ajst-27303	35	24	contextual	contextual	ADJ
ajst-27303	35	25	understanding	understanding	NOUN
ajst-27303	35	26	.	.	PUNCT
ajst-27303	36	1	numerous	numerous	ADJ
ajst-27303	36	2	challenges	challenge	NOUN
ajst-27303	36	3	remain	remain	VERB
ajst-27303	36	4	in	in	ADP
ajst-27303	36	5	developing	develop	VERB
ajst-27303	36	6	algorithms	algorithm	NOUN
ajst-27303	36	7	that	that	PRON
ajst-27303	36	8	match	match	VERB
ajst-27303	36	9	the	the	DET
ajst-27303	36	10	accuracy	accuracy	NOUN
ajst-27303	36	11	,	,	PUNCT
ajst-27303	36	12	flexibility	flexibility	NOUN
ajst-27303	36	13	,	,	PUNCT
ajst-27303	36	14	and	and	CCONJ
ajst-27303	36	15	complexity	complexity	NOUN
ajst-27303	36	16	of	of	ADP
ajst-27303	36	17	human	human	ADJ
ajst-27303	36	18	perception	perception	NOUN
ajst-27303	36	19	.	.	PUNCT
ajst-27303	37	1	key	key	ADJ
ajst-27303	37	2	difficulties	difficulty	NOUN
ajst-27303	37	3	include	include	VERB
ajst-27303	37	4	sensitivity	sensitivity	NOUN
ajst-27303	37	5	to	to	PART
ajst-27303	37	6	parameter	parameter	NOUN
ajst-27303	37	7	tuning	tuning	NOUN
ajst-27303	37	8	,	,	PUNCT
ajst-27303	37	9	the	the	DET
ajst-27303	37	10	robustness	robustness	NOUN
ajst-27303	37	11	of	of	ADP
ajst-27303	37	12	algorithms	algorithm	NOUN
ajst-27303	37	13	under	under	ADP
ajst-27303	37	14	varied	varied	ADJ
ajst-27303	37	15	conditions	condition	NOUN
ajst-27303	37	16	,	,	PUNCT
ajst-27303	37	17	and	and	CCONJ
ajst-27303	37	18	ensuring	ensure	VERB
ajst-27303	37	19	accurate	accurate	ADJ
ajst-27303	37	20	results	result	NOUN
ajst-27303	37	21	across	across	ADP
ajst-27303	37	22	diverse	diverse	ADJ
ajst-27303	37	23	scenarios	scenario	NOUN
ajst-27303	37	24	.	.	PUNCT
ajst-27303	38	1	the	the	DET
ajst-27303	38	2	performance	performance	NOUN
ajst-27303	38	3	evaluation	evaluation	NOUN
ajst-27303	38	4	of	of	ADP
ajst-27303	38	5	computer	computer	NOUN
ajst-27303	38	6	vision	vision	NOUN
ajst-27303	38	7	systems	system	NOUN
ajst-27303	38	8	is	be	AUX
ajst-27303	38	9	complex	complex	ADJ
ajst-27303	38	10	,	,	PUNCT
ajst-27303	38	11	requiring	require	VERB
ajst-27303	38	12	rigorous	rigorous	ADJ
ajst-27303	38	13	testing	testing	NOUN
ajst-27303	38	14	to	to	PART
ajst-27303	38	15	measure	measure	VERB
ajst-27303	38	16	attributes	attribute	NOUN
ajst-27303	38	17	like	like	ADP
ajst-27303	38	18	accuracy	accuracy	NOUN
ajst-27303	38	19	,	,	PUNCT
ajst-27303	38	20	robustness	robustness	NOUN
ajst-27303	38	21	,	,	PUNCT
ajst-27303	38	22	and	and	CCONJ
ajst-27303	38	23	extensibility	extensibility	NOUN
ajst-27303	38	24	.	.	PUNCT
ajst-27303	39	1	this	this	PRON
ajst-27303	39	2	involves	involve	VERB
ajst-27303	39	3	examining	examine	VERB
ajst-27303	39	4	the	the	DET
ajst-27303	39	5	core	core	NOUN
ajst-27303	39	6	behaviors	behavior	NOUN
ajst-27303	39	7	of	of	ADP
ajst-27303	39	8	algorithms	algorithm	NOUN
ajst-27303	39	9	under	under	ADP
ajst-27303	39	10	different	different	ADJ
ajst-27303	39	11	conditions	condition	NOUN
ajst-27303	39	12	,	,	PUNCT
ajst-27303	39	13	as	as	ADV
ajst-27303	39	14	well	well	ADV
ajst-27303	39	15	as	as	ADP
ajst-27303	39	16	their	their	PRON
ajst-27303	39	17	ability	ability	NOUN
ajst-27303	39	18	to	to	PART
ajst-27303	39	19	adapt	adapt	VERB
ajst-27303	39	20	and	and	CCONJ
ajst-27303	39	21	maintain	maintain	VERB
ajst-27303	39	22	performance	performance	NOUN
ajst-27303	39	23	.	.	PUNCT
ajst-27303	40	1	given	give	VERB
ajst-27303	40	2	these	these	DET
ajst-27303	40	3	challenges	challenge	NOUN
ajst-27303	40	4	,	,	PUNCT
ajst-27303	40	5	there	there	PRON
ajst-27303	40	6	is	be	VERB
ajst-27303	40	7	significant	significant	ADJ
ajst-27303	40	8	effort	effort	NOUN
ajst-27303	40	9	among	among	ADP
ajst-27303	40	10	scholars	scholar	NOUN
ajst-27303	40	11	to	to	PART
ajst-27303	40	12	enhance	enhance	VERB
ajst-27303	40	13	computer	computer	NOUN
ajst-27303	40	14	vision	vision	NOUN
ajst-27303	40	15	algorithms	algorithm	NOUN
ajst-27303	40	16	and	and	CCONJ
ajst-27303	40	17	categorize	categorize	VERB
ajst-27303	40	18	them	they	PRON
ajst-27303	40	19	into	into	ADP
ajst-27303	40	20	specialized	specialized	ADJ
ajst-27303	40	21	areas	area	NOUN
ajst-27303	40	22	of	of	ADP
ajst-27303	40	23	application	application	NOUN
ajst-27303	40	24	.	.	PUNCT
ajst-27303	41	1	these	these	DET
ajst-27303	41	2	applications	application	NOUN
ajst-27303	41	3	range	range	VERB
ajst-27303	41	4	from	from	ADP
ajst-27303	41	5	automation	automation	NOUN
ajst-27303	41	6	in	in	ADP
ajst-27303	41	7	manufacturing	manufacturing	NOUN
ajst-27303	41	8	and	and	CCONJ
ajst-27303	41	9	assembly	assembly	NOUN
ajst-27303	41	10	lines	line	NOUN
ajst-27303	41	11	to	to	PART
ajst-27303	41	12	remote	remote	VERB
ajst-27303	41	13	sensing	sensing	NOUN
ajst-27303	41	14	,	,	PUNCT
ajst-27303	41	15	robotics	robotic	NOUN
ajst-27303	41	16	,	,	PUNCT
ajst-27303	41	17	human	human	ADJ
ajst-27303	41	18	-	-	PUNCT
ajst-27303	41	19	computer	computer	NOUN
ajst-27303	41	20	communication	communication	NOUN
ajst-27303	41	21	,	,	PUNCT
ajst-27303	41	22	and	and	CCONJ
ajst-27303	41	23	assistive	assistive	ADJ
ajst-27303	41	24	tools	tool	NOUN
ajst-27303	41	25	for	for	ADP
ajst-27303	41	26	the	the	DET
ajst-27303	41	27	visually	visually	ADV
ajst-27303	41	28	impaired	impaired	ADJ
ajst-27303	41	29	.	.	PUNCT
ajst-27303	42	1	ultimately	ultimately	ADV
ajst-27303	42	2	,	,	PUNCT
ajst-27303	42	3	computer	computer	NOUN
ajst-27303	42	4	vision	vision	NOUN
ajst-27303	42	5	’s	’s	PART
ajst-27303	42	6	advancement	advancement	NOUN
ajst-27303	42	7	depends	depend	VERB
ajst-27303	42	8	on	on	ADP
ajst-27303	42	9	improvements	improvement	NOUN
ajst-27303	42	10	in	in	ADP
ajst-27303	42	11	computer	computer	NOUN
ajst-27303	42	12	technology	technology	NOUN
ajst-27303	42	13	,	,	PUNCT
ajst-27303	42	14	from	from	ADP
ajst-27303	42	15	processing	process	VERB
ajst-27303	42	16	power	power	NOUN
ajst-27303	42	17	to	to	ADP
ajst-27303	42	18	algorithmic	algorithmic	ADJ
ajst-27303	42	19	sophistication	sophistication	NOUN
ajst-27303	42	20	.	.	PUNCT
ajst-27303	43	1	as	as	SCONJ
ajst-27303	43	2	technology	technology	NOUN
ajst-27303	43	3	progresses	progress	VERB
ajst-27303	43	4	,	,	PUNCT
ajst-27303	43	5	the	the	DET
ajst-27303	43	6	field	field	NOUN
ajst-27303	43	7	continues	continue	VERB
ajst-27303	43	8	to	to	PART
ajst-27303	43	9	expand	expand	VERB
ajst-27303	43	10	,	,	PUNCT
ajst-27303	43	11	offering	offer	VERB
ajst-27303	43	12	new	new	ADJ
ajst-27303	43	13	ways	way	NOUN
ajst-27303	43	14	to	to	PART
ajst-27303	43	15	interpret	interpret	VERB
ajst-27303	43	16	and	and	CCONJ
ajst-27303	43	17	analyze	analyze	VERB
ajst-27303	43	18	visual	visual	ADJ
ajst-27303	43	19	information	information	NOUN
ajst-27303	43	20	.	.	PUNCT
ajst-27303	44	1	this	this	DET
ajst-27303	44	2	survey	survey	NOUN
ajst-27303	44	3	highlights	highlight	VERB
ajst-27303	44	4	computer	computer	NOUN
ajst-27303	44	5	vision	vision	NOUN
ajst-27303	44	6	’s	’s	PART
ajst-27303	44	7	essential	essential	ADJ
ajst-27303	44	8	role	role	NOUN
ajst-27303	44	9	in	in	ADP
ajst-27303	44	10	bridging	bridge	VERB
ajst-27303	44	11	the	the	DET
ajst-27303	44	12	gap	gap	NOUN
ajst-27303	44	13	between	between	ADP
ajst-27303	44	14	human	human	ADJ
ajst-27303	44	15	visual	visual	ADJ
ajst-27303	44	16	capabilities	capability	NOUN
ajst-27303	44	17	and	and	CCONJ
ajst-27303	44	18	machine	machine	NOUN
ajst-27303	44	19	-	-	PUNCT
ajst-27303	44	20	based	base	VERB
ajst-27303	44	21	analysis	analysis	NOUN
ajst-27303	44	22	,	,	PUNCT
ajst-27303	44	23	fostering	foster	VERB
ajst-27303	44	24	innovations	innovation	NOUN
ajst-27303	44	25	that	that	PRON
ajst-27303	44	26	impact	impact	VERB
ajst-27303	44	27	various	various	ADJ
ajst-27303	44	28	industries	industry	NOUN
ajst-27303	44	29	and	and	CCONJ
ajst-27303	44	30	pushing	push	VERB
ajst-27303	44	31	the	the	DET
ajst-27303	44	32	boundaries	boundary	NOUN
ajst-27303	44	33	of	of	ADP
ajst-27303	44	34	what	what	PRON
ajst-27303	44	35	machines	machine	NOUN
ajst-27303	44	36	can	can	AUX
ajst-27303	44	37	perceive	perceive	VERB
ajst-27303	44	38	and	and	CCONJ
ajst-27303	44	39	understand	understand	VERB
ajst-27303	44	40	.	.	PUNCT
ajst-27303	45	1	2	2	X
ajst-27303	45	2	.	.	X
ajst-27303	45	3	recent	recent	ADJ
ajst-27303	45	4	research	research	NOUN
ajst-27303	45	5	progress	progress	NOUN
ajst-27303	45	6	computer	computer	NOUN
ajst-27303	45	7	vision	vision	NOUN
ajst-27303	45	8	employs	employ	VERB
ajst-27303	45	9	advanced	advanced	ADJ
ajst-27303	45	10	algorithms	algorithm	NOUN
ajst-27303	45	11	and	and	CCONJ
ajst-27303	45	12	optical	optical	ADJ
ajst-27303	45	13	sensors	sensor	NOUN
ajst-27303	45	14	to	to	PART
ajst-27303	45	15	mimic	mimic	VERB
ajst-27303	45	16	aspects	aspect	NOUN
ajst-27303	45	17	of	of	ADP
ajst-27303	45	18	human	human	ADJ
ajst-27303	45	19	vision[47	vision[47	PROPN
ajst-27303	45	20	]	]	PUNCT
ajst-27303	45	21	,	,	PUNCT
ajst-27303	45	22	enabling	enable	VERB
ajst-27303	45	23	the	the	DET
ajst-27303	45	24	automated	automate	VERB
ajst-27303	45	25	extraction	extraction	NOUN
ajst-27303	45	26	of	of	ADP
ajst-27303	45	27	valuable	valuable	ADJ
ajst-27303	45	28	information	information	NOUN
ajst-27303	45	29	from	from	ADP
ajst-27303	45	30	objects	object	NOUN
ajst-27303	45	31	.	.	PUNCT
ajst-27303	46	1	unlike	unlike	ADP
ajst-27303	46	2	traditional	traditional	ADJ
ajst-27303	46	3	methods	method	NOUN
ajst-27303	46	4	,	,	PUNCT
ajst-27303	46	5	which	which	PRON
ajst-27303	46	6	often	often	ADV
ajst-27303	46	7	require	require	VERB
ajst-27303	46	8	extensive	extensive	ADJ
ajst-27303	46	9	time	time	NOUN
ajst-27303	46	10	and	and	CCONJ
ajst-27303	46	11	complex	complex	ADJ
ajst-27303	46	12	laboratory	laboratory	NOUN
ajst-27303	46	13	analysis	analysis	NOUN
ajst-27303	46	14	,	,	PUNCT
ajst-27303	46	15	computer	computer	NOUN
ajst-27303	46	16	vision	vision	NOUN
ajst-27303	46	17	integrates	integrate	VERB
ajst-27303	46	18	artificial	artificial	ADJ
ajst-27303	46	19	intelligence	intelligence	NOUN
ajst-27303	46	20	to	to	PART
ajst-27303	46	21	achieve	achieve	VERB
ajst-27303	46	22	faster	fast	ADV
ajst-27303	46	23	and	and	CCONJ
ajst-27303	46	24	more	more	ADV
ajst-27303	46	25	effective	effective	ADJ
ajst-27303	46	26	visual	visual	ADJ
ajst-27303	46	27	data	datum	NOUN
ajst-27303	46	28	interpretation	interpretation	NOUN
ajst-27303	46	29	.	.	PUNCT
ajst-27303	47	1	this	this	DET
ajst-27303	47	2	technology	technology	NOUN
ajst-27303	47	3	is	be	AUX
ajst-27303	47	4	frequently	frequently	ADV
ajst-27303	47	5	paired	pair	VERB
ajst-27303	47	6	with	with	ADP
ajst-27303	47	7	sophisticated	sophisticated	ADJ
ajst-27303	47	8	lighting	lighting	NOUN
ajst-27303	47	9	systems	system	NOUN
ajst-27303	47	10	to	to	PART
ajst-27303	47	11	optimize	optimize	VERB
ajst-27303	47	12	image	image	NOUN
ajst-27303	47	13	acquisition	acquisition	NOUN
ajst-27303	47	14	and	and	CCONJ
ajst-27303	47	15	enhance	enhance	VERB
ajst-27303	47	16	the	the	DET
ajst-27303	47	17	accuracy	accuracy	NOUN
ajst-27303	47	18	of	of	ADP
ajst-27303	47	19	image	image	NOUN
ajst-27303	47	20	analysis	analysis	NOUN
ajst-27303	47	21	.	.	PUNCT
ajst-27303	48	1	by	by	ADP
ajst-27303	48	2	capturing	capture	VERB
ajst-27303	48	3	digital	digital	ADJ
ajst-27303	48	4	images	image	NOUN
ajst-27303	48	5	and	and	CCONJ
ajst-27303	48	6	improving	improve	VERB
ajst-27303	48	7	their	their	PRON
ajst-27303	48	8	quality	quality	NOUN
ajst-27303	48	9	through	through	ADP
ajst-27303	48	10	preprocessing	preprocessing	NOUN
ajst-27303	48	11	,	,	PUNCT
ajst-27303	48	12	computer	computer	NOUN
ajst-27303	48	13	vision	vision	NOUN
ajst-27303	48	14	systems	system	NOUN
ajst-27303	48	15	can	can	AUX
ajst-27303	48	16	isolate	isolate	VERB
ajst-27303	48	17	relevant	relevant	ADJ
ajst-27303	48	18	objects	object	NOUN
ajst-27303	48	19	from	from	ADP
ajst-27303	48	20	backgrounds	background	NOUN
ajst-27303	48	21	,	,	PUNCT
ajst-27303	48	22	measure	measure	VERB
ajst-27303	48	23	significant	significant	ADJ
ajst-27303	48	24	features	feature	NOUN
ajst-27303	48	25	,	,	PUNCT
ajst-27303	48	26	and	and	CCONJ
ajst-27303	48	27	then	then	ADV
ajst-27303	48	28	interpret	interpret	VERB
ajst-27303	48	29	the	the	DET
ajst-27303	48	30	data	datum	NOUN
ajst-27303	48	31	with	with	ADP
ajst-27303	48	32	precision	precision	NOUN
ajst-27303	48	33	.	.	PUNCT
ajst-27303	49	1	recent	recent	ADJ
ajst-27303	49	2	advancements	advancement	NOUN
ajst-27303	49	3	in	in	ADP
ajst-27303	49	4	image	image	NOUN
ajst-27303	49	5	processing	processing	NOUN
ajst-27303	49	6	have	have	AUX
ajst-27303	49	7	enabled	enable	VERB
ajst-27303	49	8	the	the	DET
ajst-27303	49	9	creation	creation	NOUN
ajst-27303	49	10	of	of	ADP
ajst-27303	49	11	highly	highly	ADV
ajst-27303	49	12	accurate	accurate	ADJ
ajst-27303	49	13	digital	digital	ADJ
ajst-27303	49	14	recognition	recognition	NOUN
ajst-27303	49	15	systems	system	NOUN
ajst-27303	49	16	,	,	PUNCT
ajst-27303	49	17	transforming	transform	VERB
ajst-27303	49	18	how	how	SCONJ
ajst-27303	49	19	visual	visual	ADJ
ajst-27303	49	20	data	datum	NOUN
ajst-27303	49	21	is	be	AUX
ajst-27303	49	22	analyzed	analyze	VERB
ajst-27303	49	23	across	across	ADP
ajst-27303	49	24	various	various	ADJ
ajst-27303	49	25	fields[54	fields[54	NOUN
ajst-27303	49	26	]	]	PUNCT
ajst-27303	49	27	.	.	PUNCT
ajst-27303	50	1	these	these	DET
ajst-27303	50	2	developments	development	NOUN
ajst-27303	50	3	allow	allow	VERB
ajst-27303	50	4	for	for	ADP
ajst-27303	50	5	streamlined	streamlined	ADJ
ajst-27303	50	6	data	datum	NOUN
ajst-27303	50	7	collection	collection	NOUN
ajst-27303	50	8	and	and	CCONJ
ajst-27303	50	9	more	more	ADV
ajst-27303	50	10	sophisticated	sophisticated	ADJ
ajst-27303	50	11	image	image	NOUN
ajst-27303	50	12	interpretation	interpretation	NOUN
ajst-27303	50	13	,	,	PUNCT
ajst-27303	50	14	opening	open	VERB
ajst-27303	50	15	up	up	ADP
ajst-27303	50	16	new	new	ADJ
ajst-27303	50	17	possibilities	possibility	NOUN
ajst-27303	50	18	for	for	ADP
ajst-27303	50	19	applications	application	NOUN
ajst-27303	50	20	such	such	ADJ
ajst-27303	50	21	as	as	ADP
ajst-27303	50	22	automated	automate	VERB
ajst-27303	50	23	quality	quality	NOUN
ajst-27303	50	24	control	control	NOUN
ajst-27303	50	25	,	,	PUNCT
ajst-27303	50	26	medical	medical	ADJ
ajst-27303	50	27	imaging	imaging	NOUN
ajst-27303	50	28	,	,	PUNCT
ajst-27303	50	29	and	and	CCONJ
ajst-27303	50	30	autonomous	autonomous	ADJ
ajst-27303	50	31	navigation[55	navigation[55	NOUN
ajst-27303	50	32	]	]	PUNCT
ajst-27303	50	33	.	.	PUNCT
ajst-27303	51	1	computer	computer	NOUN
ajst-27303	51	2	vision	vision	NOUN
ajst-27303	51	3	has	have	AUX
ajst-27303	51	4	thus	thus	ADV
ajst-27303	51	5	evolved	evolve	VERB
ajst-27303	51	6	into	into	ADP
ajst-27303	51	7	a	a	DET
ajst-27303	51	8	powerful	powerful	ADJ
ajst-27303	51	9	tool	tool	NOUN
ajst-27303	51	10	that	that	PRON
ajst-27303	51	11	can	can	AUX
ajst-27303	51	12	rapidly	rapidly	ADV
ajst-27303	51	13	analyze	analyze	VERB
ajst-27303	51	14	images	image	NOUN
ajst-27303	51	15	and	and	CCONJ
ajst-27303	51	16	extract	extract	VERB
ajst-27303	51	17	meaningful	meaningful	ADJ
ajst-27303	51	18	information	information	NOUN
ajst-27303	51	19	,	,	PUNCT
ajst-27303	51	20	enhancing	enhance	VERB
ajst-27303	51	21	traditional	traditional	ADJ
ajst-27303	51	22	visual	visual	ADJ
ajst-27303	51	23	methods	method	NOUN
ajst-27303	51	24	by	by	ADP
ajst-27303	51	25	providing	provide	VERB
ajst-27303	51	26	a	a	DET
ajst-27303	51	27	structured	structured	ADJ
ajst-27303	51	28	,	,	PUNCT
ajst-27303	51	29	efficient	efficient	ADJ
ajst-27303	51	30	approach	approach	NOUN
ajst-27303	51	31	to	to	ADP
ajst-27303	51	32	image	image	NOUN
ajst-27303	51	33	-	-	PUNCT
ajst-27303	51	34	based	base	VERB
ajst-27303	51	35	analysis	analysis	NOUN
ajst-27303	51	36	,	,	PUNCT
ajst-27303	51	37	for	for	ADP
ajst-27303	51	38	example	example	NOUN
ajst-27303	51	39	:	:	PUNCT
ajst-27303	51	40	image	image	NOUN
ajst-27303	51	41	processing	processing	NOUN
ajst-27303	51	42	in	in	ADP
ajst-27303	51	43	digital	digital	ADJ
ajst-27303	51	44	sound	sound	NOUN
ajst-27303	51	45	systems	system	NOUN
ajst-27303	51	46	:	:	PUNCT
ajst-27303	51	47	reconstructs	reconstruct	VERB
ajst-27303	51	48	audio	audio	NOUN
ajst-27303	51	49	from	from	ADP
ajst-27303	51	50	phonograph	phonograph	NOUN
ajst-27303	51	51	recordings	recording	NOUN
ajst-27303	51	52	using	use	VERB
ajst-27303	51	53	precision	precision	NOUN
ajst-27303	51	54	metrology	metrology	NOUN
ajst-27303	51	55	and	and	CCONJ
ajst-27303	51	56	digital	digital	ADJ
ajst-27303	51	57	image	image	NOUN
ajst-27303	51	58	processing	processing	NOUN
ajst-27303	51	59	to	to	PART
ajst-27303	51	60	measure	measure	VERB
ajst-27303	51	61	groove	groove	VERB
ajst-27303	51	62	shapes	shape	NOUN
ajst-27303	51	63	without	without	ADP
ajst-27303	51	64	direct	direct	ADJ
ajst-27303	51	65	contact	contact	NOUN
ajst-27303	51	66	.	.	PUNCT
ajst-27303	52	1	image	image	NOUN
ajst-27303	52	2	processing	processing	NOUN
ajst-27303	52	3	in	in	ADP
ajst-27303	52	4	food	food	NOUN
ajst-27303	52	5	analysis	analysis	NOUN
ajst-27303	52	6	:	:	PUNCT
ajst-27303	52	7	involves	involve	VERB
ajst-27303	52	8	feature	feature	NOUN
ajst-27303	52	9	selection	selection	NOUN
ajst-27303	52	10	,	,	PUNCT
ajst-27303	52	11	extraction	extraction	NOUN
ajst-27303	52	12	,	,	PUNCT
ajst-27303	52	13	and	and	CCONJ
ajst-27303	52	14	classification	classification	NOUN
ajst-27303	52	15	to	to	PART
ajst-27303	52	16	analyze	analyze	VERB
ajst-27303	52	17	food	food	NOUN
ajst-27303	52	18	and	and	CCONJ
ajst-27303	52	19	beverage	beverage	NOUN
ajst-27303	52	20	imagery	imagery	NOUN
ajst-27303	52	21	,	,	PUNCT
ajst-27303	52	22	focusing	focus	VERB
ajst-27303	52	23	on	on	ADP
ajst-27303	52	24	role	role	NOUN
ajst-27303	52	25	portrayal	portrayal	NOUN
ajst-27303	52	26	and	and	CCONJ
ajst-27303	52	27	industry	industry	NOUN
ajst-27303	52	28	impact	impact	NOUN
ajst-27303	52	29	.	.	PUNCT
ajst-27303	53	1	convolutional	convolutional	ADJ
ajst-27303	53	2	neural	neural	ADJ
ajst-27303	53	3	networks	network	NOUN
ajst-27303	53	4	(	(	PUNCT
ajst-27303	53	5	cnn	cnn	PROPN
ajst-27303	53	6	)	)	PUNCT
ajst-27303	53	7	for	for	ADP
ajst-27303	53	8	object	object	NOUN
ajst-27303	53	9	detection[56	detection[56	PROPN
ajst-27303	53	10	]	]	X
ajst-27303	53	11	:	:	PUNCT
ajst-27303	53	12	uses	use	VERB
ajst-27303	53	13	artificial	artificial	ADJ
ajst-27303	53	14	neural	neural	ADJ
ajst-27303	53	15	networks	network	NOUN
ajst-27303	53	16	(	(	PUNCT
ajst-27303	53	17	ann	ann	PROPN
ajst-27303	53	18	)	)	PUNCT
ajst-27303	53	19	for	for	ADP
ajst-27303	53	20	edge	edge	NOUN
ajst-27303	53	21	detection	detection	NOUN
ajst-27303	53	22	in	in	ADP
ajst-27303	53	23	image	image	NOUN
ajst-27303	53	24	processing	processing	NOUN
ajst-27303	53	25	tasks	task	NOUN
ajst-27303	53	26	.	.	PUNCT
ajst-27303	54	1	digital	digital	ADJ
ajst-27303	54	2	image	image	NOUN
ajst-27303	54	3	processing	processing	NOUN
ajst-27303	54	4	has	have	AUX
ajst-27303	54	5	become	become	VERB
ajst-27303	54	6	a	a	DET
ajst-27303	54	7	prominent	prominent	ADJ
ajst-27303	54	8	area	area	NOUN
ajst-27303	54	9	within	within	ADP
ajst-27303	54	10	computer	computer	NOUN
ajst-27303	54	11	vision	vision	NOUN
ajst-27303	54	12	,	,	PUNCT
ajst-27303	54	13	driven	drive	VERB
ajst-27303	54	14	by	by	ADP
ajst-27303	54	15	advances	advance	NOUN
ajst-27303	54	16	in	in	ADP
ajst-27303	54	17	several	several	ADJ
ajst-27303	54	18	theoretical	theoretical	ADJ
ajst-27303	54	19	fields	field	NOUN
ajst-27303	54	20	,	,	PUNCT
ajst-27303	54	21	such	such	ADJ
ajst-27303	54	22	as	as	ADP
ajst-27303	54	23	mathematics	mathematic	NOUN
ajst-27303	54	24	,	,	PUNCT
ajst-27303	54	25	linear	linear	PROPN
ajst-27303	54	26	algebra	algebra	NOUN
ajst-27303	54	27	,	,	PUNCT
ajst-27303	54	28	statistics	statistic	NOUN
ajst-27303	54	29	,	,	PUNCT
ajst-27303	54	30	scientific	scientific	ADJ
ajst-27303	54	31	computing	computing	NOUN
ajst-27303	54	32	,	,	PUNCT
ajst-27303	54	33	and	and	CCONJ
ajst-27303	54	34	computational	computational	ADJ
ajst-27303	54	35	neuroscience	neuroscience	NOUN
ajst-27303	54	36	.	.	PUNCT
ajst-27303	55	1	these	these	DET
ajst-27303	55	2	fields	field	NOUN
ajst-27303	55	3	provide	provide	VERB
ajst-27303	55	4	the	the	DET
ajst-27303	55	5	foundations	foundation	NOUN
ajst-27303	55	6	and	and	CCONJ
ajst-27303	55	7	methodologies	methodology	NOUN
ajst-27303	55	8	that	that	PRON
ajst-27303	55	9	support	support	VERB
ajst-27303	55	10	the	the	DET
ajst-27303	55	11	development	development	NOUN
ajst-27303	55	12	and	and	CCONJ
ajst-27303	55	13	refinement	refinement	NOUN
ajst-27303	55	14	of	of	ADP
ajst-27303	55	15	image	image	NOUN
ajst-27303	55	16	processing	processing	NOUN
ajst-27303	55	17	techniques	technique	NOUN
ajst-27303	55	18	.	.	PUNCT
ajst-27303	56	1	key	key	ADJ
ajst-27303	56	2	areas	area	NOUN
ajst-27303	56	3	of	of	ADP
ajst-27303	56	4	focus	focus	NOUN
ajst-27303	56	5	include	include	VERB
ajst-27303	56	6	methods	method	NOUN
ajst-27303	56	7	for	for	ADP
ajst-27303	56	8	depth	depth	NOUN
ajst-27303	56	9	map	map	NOUN
ajst-27303	56	10	estimation	estimation	NOUN
ajst-27303	56	11	,	,	PUNCT
ajst-27303	56	12	where	where	SCONJ
ajst-27303	56	13	bayesian	bayesian	NOUN
ajst-27303	56	14	techniques[57	techniques[57	NOUN
ajst-27303	56	15	]	]	PUNCT
ajst-27303	56	16	are	be	AUX
ajst-27303	56	17	used	use	VERB
ajst-27303	56	18	to	to	PART
ajst-27303	56	19	restore	restore	VERB
ajst-27303	56	20	3d	3d	NUM
ajst-27303	56	21	scene	scene	NOUN
ajst-27303	56	22	structures	structure	NOUN
ajst-27303	56	23	,	,	PUNCT
ajst-27303	56	24	showing	show	VERB
ajst-27303	56	25	strong	strong	ADJ
ajst-27303	56	26	depth	depth	NOUN
ajst-27303	56	27	estimation	estimation	NOUN
ajst-27303	56	28	performance	performance	NOUN
ajst-27303	56	29	with	with	ADP
ajst-27303	56	30	training	training	NOUN
ajst-27303	56	31	data	datum	NOUN
ajst-27303	56	32	but	but	CCONJ
ajst-27303	56	33	challenges	challenge	NOUN
ajst-27303	56	34	with	with	ADP
ajst-27303	56	35	natural	natural	ADJ
ajst-27303	56	36	images	image	NOUN
ajst-27303	56	37	.	.	PUNCT
ajst-27303	57	1	similarly	similarly	ADV
ajst-27303	57	2	,	,	PUNCT
ajst-27303	57	3	image	image	NOUN
ajst-27303	57	4	quality	quality	NOUN
ajst-27303	57	5	assessment	assessment	NOUN
ajst-27303	57	6	for	for	ADP
ajst-27303	57	7	retargeting	retargete	VERB
ajst-27303	57	8	methods	method	NOUN
ajst-27303	57	9	is	be	AUX
ajst-27303	57	10	enhanced	enhance	VERB
ajst-27303	57	11	by	by	ADP
ajst-27303	57	12	top	top	ADJ
ajst-27303	57	13	-	-	PUNCT
ajst-27303	57	14	down	down	ADP
ajst-27303	57	15	approaches	approach	NOUN
ajst-27303	57	16	,	,	PUNCT
ajst-27303	57	17	offering	offer	VERB
ajst-27303	57	18	consistent	consistent	ADJ
ajst-27303	57	19	results	result	NOUN
ajst-27303	57	20	based	base	VERB
ajst-27303	57	21	on	on	ADP
ajst-27303	57	22	specific	specific	ADJ
ajst-27303	57	23	quality	quality	NOUN
ajst-27303	57	24	metrics	metric	NOUN
ajst-27303	57	25	.	.	PUNCT
ajst-27303	58	1	research	research	NOUN
ajst-27303	58	2	also	also	ADV
ajst-27303	58	3	extends	extend	VERB
ajst-27303	58	4	into	into	ADP
ajst-27303	58	5	psychophysical	psychophysical	ADJ
ajst-27303	58	6	experiments	experiment	NOUN
ajst-27303	58	7	that	that	PRON
ajst-27303	58	8	examine	examine	VERB
ajst-27303	58	9	human	human	ADJ
ajst-27303	58	10	visual	visual	ADJ
ajst-27303	58	11	perception	perception	NOUN
ajst-27303	58	12	under	under	ADP
ajst-27303	58	13	varying	vary	VERB
ajst-27303	58	14	lighting	lighting	NOUN
ajst-27303	58	15	conditions	condition	NOUN
ajst-27303	58	16	,	,	PUNCT
ajst-27303	58	17	achieved	achieve	VERB
ajst-27303	58	18	through	through	ADP
ajst-27303	58	19	dynamic	dynamic	ADJ
ajst-27303	58	20	display	display	NOUN
ajst-27303	58	21	and	and	CCONJ
ajst-27303	58	22	hdr	hdr	NOUN
ajst-27303	58	23	technology	technology	NOUN
ajst-27303	58	24	,	,	PUNCT
ajst-27303	58	25	allowing	allow	VERB
ajst-27303	58	26	for	for	ADP
ajst-27303	58	27	pixel	pixel	ADJ
ajst-27303	58	28	differentiation	differentiation	NOUN
ajst-27303	58	29	across	across	ADP
ajst-27303	58	30	a	a	DET
ajst-27303	58	31	wide	wide	ADJ
ajst-27303	58	32	luminance	luminance	NOUN
ajst-27303	58	33	range	range	NOUN
ajst-27303	58	34	.	.	PUNCT
ajst-27303	59	1	additionally	additionally	ADV
ajst-27303	59	2	,	,	PUNCT
ajst-27303	59	3	in	in	ADP
ajst-27303	59	4	applied	apply	VERB
ajst-27303	59	5	settings	setting	NOUN
ajst-27303	59	6	such	such	ADJ
ajst-27303	59	7	as	as	ADP
ajst-27303	59	8	driver	driver	NOUN
ajst-27303	59	9	assistance	assistance	NOUN
ajst-27303	59	10	systems	system	NOUN
ajst-27303	59	11	,	,	PUNCT
ajst-27303	59	12	contrast	contrast	VERB
ajst-27303	59	13	sensitivity	sensitivity	NOUN
ajst-27303	59	14	techniques	technique	NOUN
ajst-27303	59	15	help	help	AUX
ajst-27303	59	16	develop	develop	VERB
ajst-27303	59	17	algorithms	algorithm	NOUN
ajst-27303	59	18	that	that	PRON
ajst-27303	59	19	monitor	monitor	VERB
ajst-27303	59	20	driver	driver	NOUN
ajst-27303	59	21	visibility	visibility	NOUN
ajst-27303	59	22	and	and	CCONJ
ajst-27303	59	23	offer	offer	VERB
ajst-27303	59	24	real	real	ADJ
ajst-27303	59	25	-	-	PUNCT
ajst-27303	59	26	time	time	NOUN
ajst-27303	59	27	mentoring	mentoring	NOUN
ajst-27303	59	28	for	for	ADP
ajst-27303	59	29	speed	speed	NOUN
ajst-27303	59	30	adjustment	adjustment	NOUN
ajst-27303	59	31	in	in	ADP
ajst-27303	59	32	low	low	ADJ
ajst-27303	59	33	-	-	PUNCT
ajst-27303	59	34	visibility	visibility	NOUN
ajst-27303	59	35	situations	situation	NOUN
ajst-27303	59	36	.	.	PUNCT
ajst-27303	60	1	another	another	DET
ajst-27303	60	2	key	key	ADJ
ajst-27303	60	3	area	area	NOUN
ajst-27303	60	4	of	of	ADP
ajst-27303	60	5	development	development	NOUN
ajst-27303	60	6	is	be	AUX
ajst-27303	60	7	image	image	NOUN
ajst-27303	60	8	-	-	PUNCT
ajst-27303	60	9	based	base	VERB
ajst-27303	60	10	illumination	illumination	NOUN
ajst-27303	60	11	enhancement	enhancement	NOUN
ajst-27303	60	12	,	,	PUNCT
ajst-27303	60	13	where	where	SCONJ
ajst-27303	60	14	color	color	NOUN
ajst-27303	60	15	pixel	pixel	NOUN
ajst-27303	60	16	correction	correction	NOUN
ajst-27303	60	17	and	and	CCONJ
ajst-27303	60	18	decomposition	decomposition	NOUN
ajst-27303	60	19	methods	method	NOUN
ajst-27303	60	20	provide	provide	VERB
ajst-27303	60	21	a	a	DET
ajst-27303	60	22	more	more	ADV
ajst-27303	60	23	refined	refined	ADJ
ajst-27303	60	24	approach	approach	NOUN
ajst-27303	60	25	than	than	ADP
ajst-27303	60	26	traditional	traditional	ADJ
ajst-27303	60	27	histogram	histogram	NOUN
ajst-27303	60	28	equalization	equalization	NOUN
ajst-27303	60	29	techniques	technique	NOUN
ajst-27303	60	30	,	,	PUNCT
ajst-27303	60	31	offering	offer	VERB
ajst-27303	60	32	improved	improve	VERB
ajst-27303	60	33	visual	visual	ADJ
ajst-27303	60	34	clarity	clarity	NOUN
ajst-27303	60	35	in	in	ADP
ajst-27303	60	36	low	low	ADJ
ajst-27303	60	37	-	-	PUNCT
ajst-27303	60	38	light	light	NOUN
ajst-27303	60	39	or	or	CCONJ
ajst-27303	60	40	high	high	ADJ
ajst-27303	60	41	-	-	PUNCT
ajst-27303	60	42	contrast	contrast	NOUN
ajst-27303	60	43	environments	environment	NOUN
ajst-27303	60	44	.	.	PUNCT
ajst-27303	61	1	these	these	DET
ajst-27303	61	2	advancements	advancement	NOUN
ajst-27303	61	3	collectively	collectively	ADV
ajst-27303	61	4	highlight	highlight	VERB
ajst-27303	61	5	the	the	DET
ajst-27303	61	6	evolving	evolve	VERB
ajst-27303	61	7	landscape	landscape	NOUN
ajst-27303	61	8	of	of	ADP
ajst-27303	61	9	digital	digital	ADJ
ajst-27303	61	10	image	image	NOUN
ajst-27303	61	11	processing	processing	NOUN
ajst-27303	61	12	,	,	PUNCT
ajst-27303	61	13	emphasizing	emphasize	VERB
ajst-27303	61	14	improved	improved	ADJ
ajst-27303	61	15	methodologies	methodology	NOUN
ajst-27303	61	16	and	and	CCONJ
ajst-27303	61	17	application	application	NOUN
ajst-27303	61	18	-	-	PUNCT
ajst-27303	61	19	specific	specific	ADJ
ajst-27303	61	20	adaptations	adaptation	NOUN
ajst-27303	61	21	.	.	PUNCT
ajst-27303	62	1	pattern	pattern	NOUN
ajst-27303	62	2	recognition	recognition	NOUN
ajst-27303	62	3	,	,	PUNCT
ajst-27303	62	4	a	a	DET
ajst-27303	62	5	fundamental	fundamental	ADJ
ajst-27303	62	6	area	area	NOUN
ajst-27303	62	7	within	within	ADP
ajst-27303	62	8	computer	computer	NOUN
ajst-27303	62	9	vision	vision	NOUN
ajst-27303	62	10	,	,	PUNCT
ajst-27303	62	11	is	be	AUX
ajst-27303	62	12	dedicated	dedicate	VERB
ajst-27303	62	13	to	to	ADP
ajst-27303	62	14	identifying	identify	VERB
ajst-27303	62	15	objects	object	NOUN
ajst-27303	62	16	through	through	ADP
ajst-27303	62	17	various	various	ADJ
ajst-27303	62	18	image	image	NOUN
ajst-27303	62	19	transformation	transformation	NOUN
ajst-27303	62	20	techniques	technique	NOUN
ajst-27303	62	21	that	that	PRON
ajst-27303	62	22	improve	improve	VERB
ajst-27303	62	23	quality	quality	NOUN
ajst-27303	62	24	and	and	CCONJ
ajst-27303	62	25	enable	enable	VERB
ajst-27303	62	26	precise	precise	ADJ
ajst-27303	62	27	interpretation	interpretation	NOUN
ajst-27303	62	28	.	.	PUNCT
ajst-27303	63	1	this	this	DET
ajst-27303	63	2	process	process	NOUN
ajst-27303	63	3	facilitates	facilitate	VERB
ajst-27303	63	4	information	information	NOUN
ajst-27303	63	5	extraction	extraction	NOUN
ajst-27303	63	6	and	and	CCONJ
ajst-27303	63	7	decision	decision	NOUN
ajst-27303	63	8	-	-	PUNCT
ajst-27303	63	9	making	making	NOUN
ajst-27303	63	10	based	base	VERB
ajst-27303	63	11	on	on	ADP
ajst-27303	63	12	sensorcaptured	sensorcapture	VERB
ajst-27303	63	13	images	image	NOUN
ajst-27303	63	14	,	,	PUNCT
ajst-27303	63	15	with	with	ADP
ajst-27303	63	16	the	the	DET
ajst-27303	63	17	overarching	overarching	ADJ
ajst-27303	63	18	goal	goal	NOUN
ajst-27303	63	19	of	of	ADP
ajst-27303	63	20	enabling	enable	VERB
ajst-27303	63	21	machines	machine	NOUN
ajst-27303	63	22	to	to	PART
ajst-27303	63	23	“	"	PUNCT
ajst-27303	63	24	see	see	VERB
ajst-27303	63	25	”	"	PUNCT
ajst-27303	63	26	in	in	ADP
ajst-27303	63	27	a	a	DET
ajst-27303	63	28	manner	manner	NOUN
ajst-27303	63	29	similar	similar	ADJ
ajst-27303	63	30	to	to	ADP
ajst-27303	63	31	human	human	ADJ
ajst-27303	63	32	vision	vision	NOUN
ajst-27303	63	33	.	.	PUNCT
ajst-27303	64	1	computer	computer	NOUN
ajst-27303	64	2	vision	vision	NOUN
ajst-27303	64	3	accomplishes	accomplish	VERB
ajst-27303	64	4	this	this	PRON
ajst-27303	64	5	by	by	ADP
ajst-27303	64	6	following	follow	VERB
ajst-27303	64	7	a	a	DET
ajst-27303	64	8	structured	structured	ADJ
ajst-27303	64	9	workflow	workflow	NOUN
ajst-27303	64	10	that	that	PRON
ajst-27303	64	11	generally	generally	ADV
ajst-27303	64	12	includes	include	VERB
ajst-27303	64	13	stages	stage	NOUN
ajst-27303	64	14	such	such	ADJ
ajst-27303	64	15	as	as	ADP
ajst-27303	64	16	image	image	NOUN
ajst-27303	64	17	acquisition	acquisition	NOUN
ajst-27303	64	18	,	,	PUNCT
ajst-27303	64	19	preprocessing	preprocessing	NOUN
ajst-27303	64	20	,	,	PUNCT
ajst-27303	64	21	feature	feature	NOUN
ajst-27303	64	22	extraction	extraction	NOUN
ajst-27303	64	23	,	,	PUNCT
ajst-27303	64	24	segmentation	segmentation	NOUN
ajst-27303	64	25	or	or	CCONJ
ajst-27303	64	26	detection	detection	NOUN
ajst-27303	64	27	,	,	PUNCT
ajst-27303	64	28	high	high	ADJ
ajst-27303	64	29	-	-	PUNCT
ajst-27303	64	30	level	level	NOUN
ajst-27303	64	31	processing	processing	NOUN
ajst-27303	64	32	,	,	PUNCT
ajst-27303	64	33	and	and	CCONJ
ajst-27303	64	34	decision	decision	NOUN
ajst-27303	64	35	-	-	PUNCT
ajst-27303	64	36	making	making	NOUN
ajst-27303	64	37	.	.	PUNCT
ajst-27303	65	1	as	as	ADP
ajst-27303	65	2	the	the	DET
ajst-27303	65	3	most	most	ADV
ajst-27303	65	4	popular	popular	ADJ
ajst-27303	65	5	method	method	NOUN
ajst-27303	65	6	,	,	PUNCT
ajst-27303	65	7	the	the	DET
ajst-27303	65	8	convolutional	convolutional	ADJ
ajst-27303	65	9	neural	neural	ADJ
ajst-27303	65	10	network	network	NOUN
ajst-27303	65	11	-	-	PUNCT
ajst-27303	65	12	based	base	VERB
ajst-27303	65	13	object	object	NOUN
ajst-27303	65	14	detection	detection	NOUN
ajst-27303	65	15	are	be	AUX
ajst-27303	65	16	widely	widely	ADV
ajst-27303	65	17	used	use	VERB
ajst-27303	65	18	in	in	ADP
ajst-27303	65	19	many	many	ADJ
ajst-27303	65	20	applications	application	NOUN
ajst-27303	65	21	and	and	CCONJ
ajst-27303	65	22	research[58	research[58	NOUN
ajst-27303	65	23	,	,	PUNCT
ajst-27303	65	24	59	59	NUM
ajst-27303	65	25	]	]	PUNCT
ajst-27303	65	26	.	.	PUNCT
ajst-27303	66	1	while	while	SCONJ
ajst-27303	66	2	,	,	PUNCT
ajst-27303	66	3	the	the	DET
ajst-27303	66	4	emphasis	emphasis	NOUN
ajst-27303	66	5	is	be	AUX
ajst-27303	66	6	on	on	ADP
ajst-27303	66	7	two	two	NUM
ajst-27303	66	8	phases	phase	NOUN
ajst-27303	66	9	detectors	detector	NOUN
ajst-27303	66	10	such	such	ADJ
ajst-27303	66	11	as	as	ADP
ajst-27303	66	12	the	the	DET
ajst-27303	66	13	region	region	NOUN
ajst-27303	66	14	-	-	PUNCT
ajst-27303	66	15	based	base	VERB
ajst-27303	66	16	convolutional	convolutional	ADJ
ajst-27303	66	17	neural	neural	ADJ
ajst-27303	66	18	network	network	NOUN
ajst-27303	66	19	,	,	PUNCT
ajst-27303	66	20	like	like	ADP
ajst-27303	66	21	r	r	NOUN
ajst-27303	66	22	-	-	PUNCT
ajst-27303	66	23	cnn	cnn	NOUN
ajst-27303	66	24	family[60	family[60	NOUN
ajst-27303	66	25	]	]	PUNCT
ajst-27303	66	26	.	.	PUNCT
ajst-27303	67	1	these	these	DET
ajst-27303	67	2	stages	stage	NOUN
ajst-27303	67	3	help	help	VERB
ajst-27303	67	4	create	create	VERB
ajst-27303	67	5	an	an	DET
ajst-27303	67	6	organized	organized	ADJ
ajst-27303	67	7	pipeline	pipeline	NOUN
ajst-27303	67	8	for	for	ADP
ajst-27303	67	9	visual	visual	ADJ
ajst-27303	67	10	information	information	NOUN
ajst-27303	67	11	processing	processing	NOUN
ajst-27303	67	12	and	and	CCONJ
ajst-27303	67	13	object	object	VERB
ajst-27303	67	14	identification	identification	NOUN
ajst-27303	67	15	.	.	PUNCT
ajst-27303	68	1	commonly	commonly	ADV
ajst-27303	68	2	,	,	PUNCT
ajst-27303	68	3	computer	computer	NOUN
ajst-27303	68	4	vision	vision	NOUN
ajst-27303	68	5	frameworks	framework	NOUN
ajst-27303	68	6	leverage	leverage	VERB
ajst-27303	68	7	two	two	NUM
ajst-27303	68	8	primary	primary	ADJ
ajst-27303	68	9	methodologies	methodology	NOUN
ajst-27303	68	10	:	:	PUNCT
ajst-27303	68	11	3d	3d	NUM
ajst-27303	68	12	morphological	morphological	ADJ
ajst-27303	68	13	analysis	analysis	NOUN
ajst-27303	68	14	and	and	CCONJ
ajst-27303	68	15	pixel	pixel	NOUN
ajst-27303	68	16	optimization	optimization	NOUN
ajst-27303	68	17	.	.	PUNCT
ajst-27303	69	1	while	while	SCONJ
ajst-27303	69	2	3d	3d	NUM
ajst-27303	69	3	morphological	morphological	ADJ
ajst-27303	69	4	analysis	analysis	NOUN
ajst-27303	69	5	has	have	AUX
ajst-27303	69	6	established	establish	VERB
ajst-27303	69	7	itself	itself	PRON
ajst-27303	69	8	as	as	ADP
ajst-27303	69	9	a	a	DET
ajst-27303	69	10	standard	standard	ADJ
ajst-27303	69	11	approach	approach	NOUN
ajst-27303	69	12	for	for	ADP
ajst-27303	69	13	image	image	NOUN
ajst-27303	69	14	processing	processing	NOUN
ajst-27303	69	15	and	and	CCONJ
ajst-27303	69	16	pattern	pattern	NOUN
ajst-27303	69	17	recognition	recognition	NOUN
ajst-27303	69	18	,	,	PUNCT
ajst-27303	69	19	pixel	pixel	PROPN
ajst-27303	69	20	optimization	optimization	NOUN
ajst-27303	69	21	involves	involve	VERB
ajst-27303	69	22	an	an	DET
ajst-27303	69	23	in	in	ADP
ajst-27303	69	24	-	-	PUNCT
ajst-27303	69	25	depth	depth	NOUN
ajst-27303	69	26	analysis	analysis	NOUN
ajst-27303	69	27	of	of	ADP
ajst-27303	69	28	pixel	pixel	PROPN
ajst-27303	69	29	structures	structure	NOUN
ajst-27303	69	30	,	,	PUNCT
ajst-27303	69	31	including	include	VERB
ajst-27303	69	32	their	their	PRON
ajst-27303	69	33	morphology	morphology	NOUN
ajst-27303	69	34	and	and	CCONJ
ajst-27303	69	35	internal	internal	ADJ
ajst-27303	69	36	characteristics	characteristic	NOUN
ajst-27303	69	37	,	,	PUNCT
ajst-27303	69	38	to	to	ADP
ajst-27303	69	39	30	30	NUM
ajst-27303	69	40	enhance	enhance	VERB
ajst-27303	69	41	understanding	understanding	NOUN
ajst-27303	69	42	of	of	ADP
ajst-27303	69	43	vector	vector	NOUN
ajst-27303	69	44	functions	function	NOUN
ajst-27303	69	45	.	.	PUNCT
ajst-27303	70	1	to	to	PART
ajst-27303	70	2	gain	gain	VERB
ajst-27303	70	3	a	a	DET
ajst-27303	70	4	holistic	holistic	ADJ
ajst-27303	70	5	perspective	perspective	NOUN
ajst-27303	70	6	,	,	PUNCT
ajst-27303	70	7	these	these	DET
ajst-27303	70	8	approaches	approach	NOUN
ajst-27303	70	9	are	be	AUX
ajst-27303	70	10	typically	typically	ADV
ajst-27303	70	11	applied	apply	VERB
ajst-27303	70	12	to	to	ADP
ajst-27303	70	13	large	large	ADJ
ajst-27303	70	14	datasets	dataset	NOUN
ajst-27303	70	15	covering	cover	VERB
ajst-27303	70	16	multiple	multiple	ADJ
ajst-27303	70	17	layers	layer	NOUN
ajst-27303	70	18	of	of	ADP
ajst-27303	70	19	geometric	geometric	ADJ
ajst-27303	70	20	composition	composition	NOUN
ajst-27303	70	21	,	,	PUNCT
ajst-27303	70	22	making	make	VERB
ajst-27303	70	23	efficient	efficient	ADJ
ajst-27303	70	24	and	and	CCONJ
ajst-27303	70	25	precise	precise	ADJ
ajst-27303	70	26	algorithms	algorithm	NOUN
ajst-27303	70	27	essential	essential	ADJ
ajst-27303	70	28	for	for	ADP
ajst-27303	70	29	extracting	extract	VERB
ajst-27303	70	30	relevant	relevant	ADJ
ajst-27303	70	31	quantitative	quantitative	ADJ
ajst-27303	70	32	information	information	NOUN
ajst-27303	70	33	and	and	CCONJ
ajst-27303	70	34	understanding	understanding	NOUN
ajst-27303	70	35	complex	complex	ADJ
ajst-27303	70	36	color	color	NOUN
ajst-27303	70	37	clusters	cluster	NOUN
ajst-27303	70	38	.	.	PUNCT
ajst-27303	71	1	integrating	integrate	VERB
ajst-27303	71	2	3d	3d	NUM
ajst-27303	71	3	morphological	morphological	ADJ
ajst-27303	71	4	analysis	analysis	NOUN
ajst-27303	71	5	with	with	ADP
ajst-27303	71	6	artificial	artificial	ADJ
ajst-27303	71	7	intelligence	intelligence	NOUN
ajst-27303	71	8	methods[38]—such	methods[38]—such	NOUN
ajst-27303	71	9	as	as	ADP
ajst-27303	71	10	fuzzy	fuzzy	ADJ
ajst-27303	71	11	logic	logic	NOUN
ajst-27303	71	12	,	,	PUNCT
ajst-27303	71	13	artificial	artificial	ADJ
ajst-27303	71	14	neural	neural	ADJ
ajst-27303	71	15	networks	network	NOUN
ajst-27303	71	16	,	,	PUNCT
ajst-27303	71	17	and	and	CCONJ
ajst-27303	71	18	genetic	genetic	ADJ
ajst-27303	71	19	algorithms	algorithm	NOUN
ajst-27303	71	20	—	—	PUNCT
ajst-27303	71	21	further	far	ADV
ajst-27303	71	22	enhances	enhance	VERB
ajst-27303	71	23	the	the	DET
ajst-27303	71	24	accuracy	accuracy	NOUN
ajst-27303	71	25	and	and	CCONJ
ajst-27303	71	26	efficiency	efficiency	NOUN
ajst-27303	71	27	of	of	ADP
ajst-27303	71	28	computer	computer	NOUN
ajst-27303	71	29	vision	vision	NOUN
ajst-27303	71	30	algorithms	algorithm	NOUN
ajst-27303	71	31	,	,	PUNCT
ajst-27303	71	32	especially	especially	ADV
ajst-27303	71	33	in	in	ADP
ajst-27303	71	34	scenarios	scenario	NOUN
ajst-27303	71	35	requiring	require	VERB
ajst-27303	71	36	large	large	ADJ
ajst-27303	71	37	-	-	PUNCT
ajst-27303	71	38	scale	scale	NOUN
ajst-27303	71	39	data	datum	NOUN
ajst-27303	71	40	processing	processing	NOUN
ajst-27303	71	41	.	.	PUNCT
ajst-27303	72	1	these	these	DET
ajst-27303	72	2	methods	method	NOUN
ajst-27303	72	3	allow	allow	VERB
ajst-27303	72	4	for	for	ADP
ajst-27303	72	5	the	the	DET
ajst-27303	72	6	completion	completion	NOUN
ajst-27303	72	7	of	of	ADP
ajst-27303	72	8	intricate	intricate	ADJ
ajst-27303	72	9	tasks	task	NOUN
ajst-27303	72	10	that	that	PRON
ajst-27303	72	11	benefit	benefit	VERB
ajst-27303	72	12	from	from	ADP
ajst-27303	72	13	automated	automate	VERB
ajst-27303	72	14	visual	visual	ADJ
ajst-27303	72	15	insights	insight	NOUN
ajst-27303	72	16	,	,	PUNCT
ajst-27303	72	17	which	which	PRON
ajst-27303	72	18	would	would	AUX
ajst-27303	72	19	otherwise	otherwise	ADV
ajst-27303	72	20	require	require	VERB
ajst-27303	72	21	significant	significant	ADJ
ajst-27303	72	22	human	human	ADJ
ajst-27303	72	23	input	input	NOUN
ajst-27303	72	24	.	.	PUNCT
ajst-27303	73	1	in	in	ADP
ajst-27303	73	2	practical	practical	ADJ
ajst-27303	73	3	applications	application	NOUN
ajst-27303	73	4	,	,	PUNCT
ajst-27303	73	5	computer	computer	NOUN
ajst-27303	73	6	vision	vision	NOUN
ajst-27303	73	7	employs	employ	VERB
ajst-27303	73	8	two	two	NUM
ajst-27303	73	9	major	major	ADJ
ajst-27303	73	10	approaches	approach	NOUN
ajst-27303	73	11	for	for	ADP
ajst-27303	73	12	working	work	VERB
ajst-27303	73	13	with	with	ADP
ajst-27303	73	14	image	image	NOUN
ajst-27303	73	15	data	datum	NOUN
ajst-27303	73	16	:	:	PUNCT
ajst-27303	73	17	segmentation	segmentation	NOUN
ajst-27303	73	18	and	and	CCONJ
ajst-27303	73	19	retrieval	retrieval	NOUN
ajst-27303	73	20	.	.	PUNCT
ajst-27303	74	1	segmentation	segmentation	NOUN
ajst-27303	74	2	involves	involve	VERB
ajst-27303	74	3	dividing	divide	VERB
ajst-27303	74	4	an	an	DET
ajst-27303	74	5	image	image	NOUN
ajst-27303	74	6	into	into	ADP
ajst-27303	74	7	distinct	distinct	ADJ
ajst-27303	74	8	regions	region	NOUN
ajst-27303	74	9	,	,	PUNCT
ajst-27303	74	10	each	each	PRON
ajst-27303	74	11	of	of	ADP
ajst-27303	74	12	which	which	PRON
ajst-27303	74	13	is	be	AUX
ajst-27303	74	14	comprised	comprise	VERB
ajst-27303	74	15	of	of	ADP
ajst-27303	74	16	pixels	pixel	NOUN
ajst-27303	74	17	with	with	ADP
ajst-27303	74	18	similar	similar	ADJ
ajst-27303	74	19	characteristics	characteristic	NOUN
ajst-27303	74	20	,	,	PUNCT
ajst-27303	74	21	such	such	ADJ
ajst-27303	74	22	as	as	ADP
ajst-27303	74	23	color	color	NOUN
ajst-27303	74	24	,	,	PUNCT
ajst-27303	74	25	texture	texture	NOUN
ajst-27303	74	26	,	,	PUNCT
ajst-27303	74	27	or	or	CCONJ
ajst-27303	74	28	gray	gray	ADJ
ajst-27303	74	29	level	level	NOUN
ajst-27303	74	30	.	.	PUNCT
ajst-27303	75	1	the	the	DET
ajst-27303	75	2	segmentation	segmentation	NOUN
ajst-27303	75	3	process	process	NOUN
ajst-27303	75	4	is	be	AUX
ajst-27303	75	5	crucial	crucial	ADJ
ajst-27303	75	6	for	for	ADP
ajst-27303	75	7	accurately	accurately	ADV
ajst-27303	75	8	detecting	detect	VERB
ajst-27303	75	9	and	and	CCONJ
ajst-27303	75	10	interpreting	interpreting	NOUN
ajst-27303	75	11	objects	object	NOUN
ajst-27303	75	12	,	,	PUNCT
ajst-27303	75	13	as	as	SCONJ
ajst-27303	75	14	it	it	PRON
ajst-27303	75	15	creates	create	VERB
ajst-27303	75	16	regions	region	NOUN
ajst-27303	75	17	that	that	PRON
ajst-27303	75	18	can	can	AUX
ajst-27303	75	19	be	be	AUX
ajst-27303	75	20	analyzed	analyze	VERB
ajst-27303	75	21	independently	independently	ADV
ajst-27303	75	22	,	,	PUNCT
ajst-27303	75	23	making	make	VERB
ajst-27303	75	24	it	it	PRON
ajst-27303	75	25	a	a	DET
ajst-27303	75	26	cornerstone	cornerstone	NOUN
ajst-27303	75	27	in	in	ADP
ajst-27303	75	28	applications	application	NOUN
ajst-27303	75	29	where	where	SCONJ
ajst-27303	75	30	object	object	VERB
ajst-27303	75	31	recognition	recognition	NOUN
ajst-27303	75	32	and	and	CCONJ
ajst-27303	75	33	classification	classification	NOUN
ajst-27303	75	34	are	be	AUX
ajst-27303	75	35	required	require	VERB
ajst-27303	75	36	.	.	PUNCT
ajst-27303	76	1	retrieval	retrieval	NOUN
ajst-27303	76	2	,	,	PUNCT
ajst-27303	76	3	in	in	ADP
ajst-27303	76	4	contrast	contrast	NOUN
ajst-27303	76	5	,	,	PUNCT
ajst-27303	76	6	involves	involve	VERB
ajst-27303	76	7	using	use	VERB
ajst-27303	76	8	these	these	DET
ajst-27303	76	9	segmented	segment	VERB
ajst-27303	76	10	regions	region	NOUN
ajst-27303	76	11	to	to	PART
ajst-27303	76	12	enable	enable	VERB
ajst-27303	76	13	the	the	DET
ajst-27303	76	14	search	search	NOUN
ajst-27303	76	15	for	for	ADP
ajst-27303	76	16	similar	similar	ADJ
ajst-27303	76	17	images	image	NOUN
ajst-27303	76	18	,	,	PUNCT
ajst-27303	76	19	supporting	support	VERB
ajst-27303	76	20	systems	system	NOUN
ajst-27303	76	21	like	like	ADP
ajst-27303	76	22	content	content	NOUN
ajst-27303	76	23	-	-	PUNCT
ajst-27303	76	24	based	base	VERB
ajst-27303	76	25	image	image	NOUN
ajst-27303	76	26	retrieval	retrieval	NOUN
ajst-27303	76	27	and	and	CCONJ
ajst-27303	76	28	enhancing	enhance	VERB
ajst-27303	76	29	the	the	DET
ajst-27303	76	30	functionality	functionality	NOUN
ajst-27303	76	31	of	of	ADP
ajst-27303	76	32	image	image	NOUN
ajst-27303	76	33	-	-	PUNCT
ajst-27303	76	34	based	base	VERB
ajst-27303	76	35	search	search	NOUN
ajst-27303	76	36	engines	engine	NOUN
ajst-27303	76	37	.	.	PUNCT
ajst-27303	77	1	together	together	ADV
ajst-27303	77	2	,	,	PUNCT
ajst-27303	77	3	segmentation	segmentation	NOUN
ajst-27303	77	4	and	and	CCONJ
ajst-27303	77	5	retrieval	retrieval	NOUN
ajst-27303	77	6	allow	allow	VERB
ajst-27303	77	7	computer	computer	NOUN
ajst-27303	77	8	vision	vision	NOUN
ajst-27303	77	9	systems	system	NOUN
ajst-27303	77	10	to	to	AUX
ajst-27303	77	11	process	process	NOUN
ajst-27303	77	12	,	,	PUNCT
ajst-27303	77	13	categorize	categorize	VERB
ajst-27303	77	14	,	,	PUNCT
ajst-27303	77	15	and	and	CCONJ
ajst-27303	77	16	utilize	utilize	VERB
ajst-27303	77	17	visual	visual	ADJ
ajst-27303	77	18	data	datum	NOUN
ajst-27303	77	19	effectively	effectively	ADV
ajst-27303	77	20	,	,	PUNCT
ajst-27303	77	21	supporting	support	VERB
ajst-27303	77	22	a	a	DET
ajst-27303	77	23	wide	wide	ADJ
ajst-27303	77	24	range	range	NOUN
ajst-27303	77	25	of	of	ADP
ajst-27303	77	26	applications	application	NOUN
ajst-27303	77	27	from	from	ADP
ajst-27303	77	28	automated	automate	VERB
ajst-27303	77	29	quality	quality	NOUN
ajst-27303	77	30	inspection	inspection	NOUN
ajst-27303	77	31	to	to	ADP
ajst-27303	77	32	advanced	advanced	ADJ
ajst-27303	77	33	search	search	NOUN
ajst-27303	77	34	functionalities	functionality	NOUN
ajst-27303	77	35	.	.	PUNCT
ajst-27303	78	1	in	in	ADP
ajst-27303	78	2	image	image	NOUN
ajst-27303	78	3	segmentation	segmentation	NOUN
ajst-27303	78	4	,	,	PUNCT
ajst-27303	78	5	popular	popular	ADJ
ajst-27303	78	6	techniques	technique	NOUN
ajst-27303	78	7	include	include	VERB
ajst-27303	78	8	methods	method	NOUN
ajst-27303	78	9	based	base	VERB
ajst-27303	78	10	on	on	ADP
ajst-27303	78	11	intensity	intensity	NOUN
ajst-27303	78	12	,	,	PUNCT
ajst-27303	78	13	color	color	NOUN
ajst-27303	78	14	,	,	PUNCT
ajst-27303	78	15	and	and	CCONJ
ajst-27303	78	16	shape	shape	NOUN
ajst-27303	78	17	,	,	PUNCT
ajst-27303	78	18	as	as	ADV
ajst-27303	78	19	well	well	ADV
ajst-27303	78	20	as	as	ADP
ajst-27303	78	21	edge	edge	NOUN
ajst-27303	78	22	or	or	CCONJ
ajst-27303	78	23	border	border	NOUN
ajst-27303	78	24	detection	detection	NOUN
ajst-27303	78	25	,	,	PUNCT
ajst-27303	78	26	all	all	PRON
ajst-27303	78	27	of	of	ADP
ajst-27303	78	28	which	which	PRON
ajst-27303	78	29	contribute	contribute	VERB
ajst-27303	78	30	to	to	ADP
ajst-27303	78	31	enhanced	enhanced	ADJ
ajst-27303	78	32	object	object	NOUN
ajst-27303	78	33	recognition	recognition	NOUN
ajst-27303	78	34	.	.	PUNCT
ajst-27303	79	1	in	in	ADP
ajst-27303	79	2	the	the	DET
ajst-27303	79	3	literature	literature	NOUN
ajst-27303	79	4	,	,	PUNCT
ajst-27303	79	5	segmentation	segmentation	NOUN
ajst-27303	79	6	accuracy	accuracy	NOUN
ajst-27303	79	7	is	be	AUX
ajst-27303	79	8	often	often	ADV
ajst-27303	79	9	demonstrated	demonstrate	VERB
ajst-27303	79	10	on	on	ADP
ajst-27303	79	11	a	a	DET
ajst-27303	79	12	small	small	ADJ
ajst-27303	79	13	sample	sample	NOUN
ajst-27303	79	14	of	of	ADP
ajst-27303	79	15	images	image	NOUN
ajst-27303	79	16	,	,	PUNCT
ajst-27303	79	17	while	while	SCONJ
ajst-27303	79	18	large	large	ADJ
ajst-27303	79	19	-	-	PUNCT
ajst-27303	79	20	scale	scale	NOUN
ajst-27303	79	21	image	image	NOUN
ajst-27303	79	22	databases	database	NOUN
ajst-27303	79	23	require	require	VERB
ajst-27303	79	24	specific	specific	ADJ
ajst-27303	79	25	parameter	parameter	NOUN
ajst-27303	79	26	settings	setting	NOUN
ajst-27303	79	27	for	for	ADP
ajst-27303	79	28	accurate	accurate	ADJ
ajst-27303	79	29	classification	classification	NOUN
ajst-27303	79	30	.	.	PUNCT
ajst-27303	80	1	advanced	advanced	ADJ
ajst-27303	80	2	segmentation	segmentation	NOUN
ajst-27303	80	3	approaches	approach	NOUN
ajst-27303	80	4	may	may	AUX
ajst-27303	80	5	utilize	utilize	VERB
ajst-27303	80	6	techniques	technique	NOUN
ajst-27303	80	7	like	like	ADP
ajst-27303	80	8	gradient	gradient	ADJ
ajst-27303	80	9	texture	texture	NOUN
ajst-27303	80	10	analysis	analysis	NOUN
ajst-27303	80	11	,	,	PUNCT
ajst-27303	80	12	feature	feature	NOUN
ajst-27303	80	13	space	space	NOUN
ajst-27303	80	14	exploration	exploration	NOUN
ajst-27303	80	15	,	,	PUNCT
ajst-27303	80	16	and	and	CCONJ
ajst-27303	80	17	unsupervised	unsupervised	ADJ
ajst-27303	80	18	clustering	clustering	NOUN
ajst-27303	80	19	to	to	PART
ajst-27303	80	20	localize	localize	VERB
ajst-27303	80	21	objects	object	NOUN
ajst-27303	80	22	accurately	accurately	ADV
ajst-27303	80	23	and	and	CCONJ
ajst-27303	80	24	define	define	VERB
ajst-27303	80	25	boundaries	boundary	NOUN
ajst-27303	80	26	more	more	ADV
ajst-27303	80	27	precisely	precisely	ADV
ajst-27303	80	28	.	.	PUNCT
ajst-27303	81	1	segmentation	segmentation	NOUN
ajst-27303	81	2	’s	’s	PART
ajst-27303	81	3	ultimate	ultimate	ADJ
ajst-27303	81	4	objective	objective	NOUN
ajst-27303	81	5	is	be	AUX
ajst-27303	81	6	to	to	PART
ajst-27303	81	7	create	create	VERB
ajst-27303	81	8	a	a	DET
ajst-27303	81	9	resemblance	resemblance	ADJ
ajst-27303	81	10	map	map	NOUN
ajst-27303	81	11	derived	derive	VERB
ajst-27303	81	12	from	from	ADP
ajst-27303	81	13	prominent	prominent	ADJ
ajst-27303	81	14	object	object	NOUN
ajst-27303	81	15	detection	detection	NOUN
ajst-27303	81	16	models	model	NOUN
ajst-27303	81	17	or	or	CCONJ
ajst-27303	81	18	hierarchical	hierarchical	ADJ
ajst-27303	81	19	segmentation	segmentation	NOUN
ajst-27303	81	20	processes	process	NOUN
ajst-27303	81	21	.	.	PUNCT
ajst-27303	82	1	this	this	DET
ajst-27303	82	2	approach	approach	NOUN
ajst-27303	82	3	supports	support	VERB
ajst-27303	82	4	a	a	DET
ajst-27303	82	5	salience	salience	NOUN
ajst-27303	82	6	mapping	mapping	NOUN
ajst-27303	82	7	model	model	NOUN
ajst-27303	82	8	that	that	PRON
ajst-27303	82	9	aims	aim	VERB
ajst-27303	82	10	to	to	PART
ajst-27303	82	11	highlight	highlight	VERB
ajst-27303	82	12	prominent	prominent	ADJ
ajst-27303	82	13	areas	area	NOUN
ajst-27303	82	14	of	of	ADP
ajst-27303	82	15	the	the	DET
ajst-27303	82	16	image	image	NOUN
ajst-27303	82	17	.	.	PUNCT
ajst-27303	83	1	figure1	figure1	PROPN
ajst-27303	83	2	shows	show	VERB
ajst-27303	83	3	the	the	DET
ajst-27303	83	4	different	different	ADJ
ajst-27303	83	5	stages	stage	NOUN
ajst-27303	83	6	in	in	ADP
ajst-27303	83	7	image	image	NOUN
ajst-27303	83	8	segmentation	segmentation	NOUN
ajst-27303	83	9	.	.	PUNCT
ajst-27303	84	1	a	a	DET
ajst-27303	84	2	model	model	NOUN
ajst-27303	84	3	for	for	ADP
ajst-27303	84	4	this	this	DET
ajst-27303	84	5	purpose	purpose	NOUN
ajst-27303	84	6	would	would	AUX
ajst-27303	84	7	require	require	VERB
ajst-27303	84	8	the	the	DET
ajst-27303	84	9	computation	computation	NOUN
ajst-27303	84	10	of	of	ADP
ajst-27303	84	11	pixel	pixel	PROPN
ajst-27303	84	12	salience	salience	NOUN
ajst-27303	84	13	values	value	NOUN
ajst-27303	84	14	mapped	map	VERB
ajst-27303	84	15	to	to	ADP
ajst-27303	84	16	specific	specific	ADJ
ajst-27303	84	17	locations	location	NOUN
ajst-27303	84	18	within	within	ADP
ajst-27303	84	19	a	a	DET
ajst-27303	84	20	hierarchical	hierarchical	ADJ
ajst-27303	84	21	salience	salience	NOUN
ajst-27303	84	22	map	map	NOUN
ajst-27303	84	23	.	.	PUNCT
ajst-27303	85	1	some	some	DET
ajst-27303	85	2	researchers	researcher	NOUN
ajst-27303	85	3	propose	propose	VERB
ajst-27303	85	4	an	an	DET
ajst-27303	85	5	aggregation	aggregation	NOUN
ajst-27303	85	6	model	model	NOUN
ajst-27303	85	7	using	use	VERB
ajst-27303	85	8	standard	standard	ADJ
ajst-27303	85	9	saliency	saliency	NOUN
ajst-27303	85	10	methods	method	NOUN
ajst-27303	85	11	to	to	PART
ajst-27303	85	12	assign	assign	VERB
ajst-27303	85	13	salience	salience	NOUN
ajst-27303	85	14	scores	score	NOUN
ajst-27303	85	15	across	across	ADP
ajst-27303	85	16	all	all	DET
ajst-27303	85	17	pixels	pixel	NOUN
ajst-27303	85	18	and	and	CCONJ
ajst-27303	85	19	segments	segment	NOUN
ajst-27303	85	20	,	,	PUNCT
ajst-27303	85	21	labeling	label	VERB
ajst-27303	85	22	them	they	PRON
ajst-27303	85	23	into	into	ADP
ajst-27303	85	24	prominent	prominent	ADJ
ajst-27303	85	25	clusters	cluster	NOUN
ajst-27303	85	26	.	.	PUNCT
ajst-27303	86	1	however	however	ADV
ajst-27303	86	2	,	,	PUNCT
ajst-27303	86	3	challenges	challenge	NOUN
ajst-27303	86	4	remain	remain	VERB
ajst-27303	86	5	with	with	ADP
ajst-27303	86	6	such	such	ADJ
ajst-27303	86	7	aggregation	aggregation	NOUN
ajst-27303	86	8	models	model	NOUN
ajst-27303	86	9	,	,	PUNCT
ajst-27303	86	10	as	as	SCONJ
ajst-27303	86	11	they	they	PRON
ajst-27303	86	12	may	may	AUX
ajst-27303	86	13	lack	lack	VERB
ajst-27303	86	14	a	a	DET
ajst-27303	86	15	nuanced	nuanced	ADJ
ajst-27303	86	16	approach	approach	NOUN
ajst-27303	86	17	to	to	ADP
ajst-27303	86	18	interactions	interaction	NOUN
ajst-27303	86	19	between	between	ADP
ajst-27303	86	20	neighboring	neighboring	NOUN
ajst-27303	86	21	pixels	pixel	NOUN
ajst-27303	86	22	,	,	PUNCT
ajst-27303	86	23	which	which	PRON
ajst-27303	86	24	can	can	AUX
ajst-27303	86	25	affect	affect	VERB
ajst-27303	86	26	segmentation	segmentation	NOUN
ajst-27303	86	27	accuracy	accuracy	NOUN
ajst-27303	86	28	in	in	ADP
ajst-27303	86	29	densely	densely	ADV
ajst-27303	86	30	packed	packed	ADJ
ajst-27303	86	31	or	or	CCONJ
ajst-27303	86	32	complex	complex	ADJ
ajst-27303	86	33	visual	visual	ADJ
ajst-27303	86	34	data	datum	NOUN
ajst-27303	86	35	.	.	PUNCT
ajst-27303	87	1	for	for	ADP
ajst-27303	87	2	instance	instance	NOUN
ajst-27303	87	3	,	,	PUNCT
ajst-27303	87	4	while	while	SCONJ
ajst-27303	87	5	pixel	pixel	ADJ
ajst-27303	87	6	-	-	ADJ
ajst-27303	87	7	wise	wise	ADJ
ajst-27303	87	8	aggregation	aggregation	NOUN
ajst-27303	87	9	helps	help	VERB
ajst-27303	87	10	establish	establish	VERB
ajst-27303	87	11	model	model	NOUN
ajst-27303	87	12	parameters	parameter	NOUN
ajst-27303	87	13	,	,	PUNCT
ajst-27303	87	14	it	it	PRON
ajst-27303	87	15	may	may	AUX
ajst-27303	87	16	overlook	overlook	VERB
ajst-27303	87	17	the	the	DET
ajst-27303	87	18	local	local	ADJ
ajst-27303	87	19	dependencies	dependency	NOUN
ajst-27303	87	20	that	that	PRON
ajst-27303	87	21	play	play	VERB
ajst-27303	87	22	a	a	DET
ajst-27303	87	23	crucial	crucial	ADJ
ajst-27303	87	24	role	role	NOUN
ajst-27303	87	25	in	in	ADP
ajst-27303	87	26	defining	define	VERB
ajst-27303	87	27	object	object	NOUN
ajst-27303	87	28	edges	edge	NOUN
ajst-27303	87	29	and	and	CCONJ
ajst-27303	87	30	transitions	transition	NOUN
ajst-27303	87	31	in	in	ADP
ajst-27303	87	32	detailed	detailed	ADJ
ajst-27303	87	33	image	image	NOUN
ajst-27303	87	34	structures	structure	NOUN
ajst-27303	87	35	.	.	PUNCT
ajst-27303	88	1	addressing	address	VERB
ajst-27303	88	2	these	these	DET
ajst-27303	88	3	limitations	limitation	NOUN
ajst-27303	88	4	,	,	PUNCT
ajst-27303	88	5	current	current	ADJ
ajst-27303	88	6	research	research	NOUN
ajst-27303	88	7	in	in	ADP
ajst-27303	88	8	computer	computer	NOUN
ajst-27303	88	9	vision	vision	NOUN
ajst-27303	88	10	segmentation	segmentation	NOUN
ajst-27303	88	11	is	be	AUX
ajst-27303	88	12	exploring	explore	VERB
ajst-27303	88	13	more	more	ADV
ajst-27303	88	14	sophisticated	sophisticated	ADJ
ajst-27303	88	15	models	model	NOUN
ajst-27303	88	16	that	that	PRON
ajst-27303	88	17	take	take	VERB
ajst-27303	88	18	into	into	ADP
ajst-27303	88	19	account	account	NOUN
ajst-27303	88	20	the	the	DET
ajst-27303	88	21	relational	relational	ADJ
ajst-27303	88	22	dynamics	dynamic	NOUN
ajst-27303	88	23	between	between	ADP
ajst-27303	88	24	pixels	pixel	NOUN
ajst-27303	88	25	,	,	PUNCT
ajst-27303	88	26	thus	thus	ADV
ajst-27303	88	27	improving	improve	VERB
ajst-27303	88	28	the	the	DET
ajst-27303	88	29	reliability	reliability	NOUN
ajst-27303	88	30	and	and	CCONJ
ajst-27303	88	31	depth	depth	NOUN
ajst-27303	88	32	of	of	ADP
ajst-27303	88	33	visual	visual	ADJ
ajst-27303	88	34	analysis	analysis	NOUN
ajst-27303	88	35	across	across	ADP
ajst-27303	88	36	various	various	ADJ
ajst-27303	88	37	applications	application	NOUN
ajst-27303	88	38	.	.	PUNCT
ajst-27303	89	1	as	as	SCONJ
ajst-27303	89	2	computer	computer	NOUN
ajst-27303	89	3	vision	vision	NOUN
ajst-27303	89	4	continues	continue	VERB
ajst-27303	89	5	to	to	PART
ajst-27303	89	6	evolve	evolve	VERB
ajst-27303	89	7	,	,	PUNCT
ajst-27303	89	8	these	these	DET
ajst-27303	89	9	innovations	innovation	NOUN
ajst-27303	89	10	in	in	ADP
ajst-27303	89	11	segmentation	segmentation	NOUN
ajst-27303	89	12	and	and	CCONJ
ajst-27303	89	13	pattern	pattern	NOUN
ajst-27303	89	14	recognition	recognition	NOUN
ajst-27303	89	15	are	be	AUX
ajst-27303	89	16	laying	lay	VERB
ajst-27303	89	17	the	the	DET
ajst-27303	89	18	groundwork	groundwork	NOUN
ajst-27303	89	19	for	for	ADP
ajst-27303	89	20	more	more	ADV
ajst-27303	89	21	adaptive	adaptive	ADJ
ajst-27303	89	22	and	and	CCONJ
ajst-27303	89	23	context	context	NOUN
ajst-27303	89	24	-	-	PUNCT
ajst-27303	89	25	aware	aware	ADJ
ajst-27303	89	26	visual	visual	ADJ
ajst-27303	89	27	systems	system	NOUN
ajst-27303	89	28	capable	capable	ADJ
ajst-27303	89	29	of	of	ADP
ajst-27303	89	30	navigating	navigate	VERB
ajst-27303	89	31	and	and	CCONJ
ajst-27303	89	32	interpreting	interpret	VERB
ajst-27303	89	33	real	real	ADJ
ajst-27303	89	34	-	-	PUNCT
ajst-27303	89	35	world	world	NOUN
ajst-27303	89	36	environments	environment	NOUN
ajst-27303	89	37	with	with	ADP
ajst-27303	89	38	increasing	increase	VERB
ajst-27303	89	39	precision	precision	NOUN
ajst-27303	89	40	.	.	PUNCT
ajst-27303	90	1	figure	figure	NOUN
ajst-27303	90	2	1	1	NUM
ajst-27303	90	3	.	.	PUNCT
ajst-27303	90	4	segmentation	segmentation	NOUN
ajst-27303	90	5	in	in	ADP
ajst-27303	90	6	image	image	NOUN
ajst-27303	90	7	processing	processing	NOUN
ajst-27303	90	8	:	:	PUNCT
ajst-27303	90	9	1	1	X
ajst-27303	90	10	.	.	PUNCT
ajst-27303	90	11	input	input	NOUN
ajst-27303	90	12	image	image	NOUN
ajst-27303	90	13	,	,	PUNCT
ajst-27303	90	14	2	2	NUM
ajst-27303	90	15	.	.	NUM
ajst-27303	90	16	segmented	segment	VERB
ajst-27303	90	17	map	map	NOUN
ajst-27303	90	18	before	before	ADP
ajst-27303	90	19	integration	integration	NOUN
ajst-27303	90	20	,	,	PUNCT
ajst-27303	90	21	3	3	X
ajst-27303	90	22	.	.	NOUN
ajst-27303	90	23	edge	edge	NOUN
ajst-27303	90	24	map	map	NOUN
ajst-27303	90	25	before	before	ADP
ajst-27303	90	26	integration	integration	NOUN
ajst-27303	90	27	,	,	PUNCT
ajst-27303	90	28	4	4	NUM
ajst-27303	90	29	.	.	NUM
ajst-27303	90	30	segmented	segment	VERB
ajst-27303	90	31	map	map	NOUN
ajst-27303	90	32	and	and	CCONJ
ajst-27303	90	33	edge	edge	NOUN
ajst-27303	90	34	map	map	NOUN
ajst-27303	90	35	after	after	ADP
ajst-27303	90	36	combination	combination	NOUN
ajst-27303	90	37	,	,	PUNCT
ajst-27303	90	38	5	5	NUM
ajst-27303	90	39	.	.	X
ajst-27303	91	1	pixel	pixel	PROPN
ajst-27303	91	2	clustering	cluster	VERB
ajst-27303	91	3	to	to	PART
ajst-27303	91	4	address	address	VERB
ajst-27303	91	5	these	these	DET
ajst-27303	91	6	challenges	challenge	NOUN
ajst-27303	91	7	,	,	PUNCT
ajst-27303	91	8	khan	khan	PROPN
ajst-27303	91	9	proposed	propose	VERB
ajst-27303	91	10	the	the	DET
ajst-27303	91	11	use	use	NOUN
ajst-27303	91	12	of	of	ADP
ajst-27303	91	13	conditional	conditional	ADJ
ajst-27303	91	14	random	random	ADJ
ajst-27303	91	15	fields	field	NOUN
ajst-27303	91	16	(	(	PUNCT
ajst-27303	91	17	crf	crf	NOUN
ajst-27303	91	18	)	)	PUNCT
ajst-27303	91	19	to	to	PART
ajst-27303	91	20	combine	combine	VERB
ajst-27303	91	21	calibration	calibration	NOUN
ajst-27303	91	22	maps	map	NOUN
ajst-27303	91	23	from	from	ADP
ajst-27303	91	24	multiple	multiple	ADJ
ajst-27303	91	25	methods	method	NOUN
ajst-27303	91	26	and	and	CCONJ
ajst-27303	91	27	incorporate	incorporate	VERB
ajst-27303	91	28	values	value	NOUN
ajst-27303	91	29	from	from	ADP
ajst-27303	91	30	neighboring	neighboring	NOUN
ajst-27303	91	31	pixels	pixel	NOUN
ajst-27303	91	32	.	.	PUNCT
ajst-27303	92	1	the	the	DET
ajst-27303	92	2	crf	crf	PROPN
ajst-27303	92	3	aggregation	aggregation	NOUN
ajst-27303	92	4	model	model	NOUN
ajst-27303	92	5	enhances	enhance	VERB
ajst-27303	92	6	parameter	parameter	NOUN
ajst-27303	92	7	optimization	optimization	NOUN
ajst-27303	92	8	during	during	ADP
ajst-27303	92	9	training	training	NOUN
ajst-27303	92	10	,	,	PUNCT
ajst-27303	92	11	as	as	SCONJ
ajst-27303	92	12	the	the	DET
ajst-27303	92	13	reliability	reliability	NOUN
ajst-27303	92	14	of	of	ADP
ajst-27303	92	15	each	each	DET
ajst-27303	92	16	pixel	pixel	NOUN
ajst-27303	92	17	achieves	achieve	VERB
ajst-27303	92	18	a	a	DET
ajst-27303	92	19	higher	high	ADJ
ajst-27303	92	20	prominence	prominence	NOUN
ajst-27303	92	21	when	when	SCONJ
ajst-27303	92	22	trained	train	VERB
ajst-27303	92	23	within	within	ADP
ajst-27303	92	24	this	this	DET
ajst-27303	92	25	framework	framework	NOUN
ajst-27303	92	26	.	.	PUNCT
ajst-27303	93	1	data	datum	NOUN
ajst-27303	93	2	extraction	extraction	NOUN
ajst-27303	93	3	involves	involve	VERB
ajst-27303	93	4	capturing	capture	VERB
ajst-27303	93	5	objects	object	NOUN
ajst-27303	93	6	photographed	photograph	VERB
ajst-27303	93	7	by	by	ADP
ajst-27303	93	8	cameras	camera	NOUN
ajst-27303	93	9	,	,	PUNCT
ajst-27303	93	10	sensors	sensor	NOUN
ajst-27303	93	11	,	,	PUNCT
ajst-27303	93	12	or	or	CCONJ
ajst-27303	93	13	satellite	satellite	NOUN
ajst-27303	93	14	devices	device	NOUN
ajst-27303	93	15	in	in	ADP
ajst-27303	93	16	the	the	DET
ajst-27303	93	17	form	form	NOUN
ajst-27303	93	18	of	of	ADP
ajst-27303	93	19	single	single	ADJ
ajst-27303	93	20	images	image	NOUN
ajst-27303	93	21	or	or	CCONJ
ajst-27303	93	22	image	image	NOUN
ajst-27303	93	23	sequences	sequence	NOUN
ajst-27303	93	24	.	.	PUNCT
ajst-27303	94	1	the	the	DET
ajst-27303	94	2	primary	primary	ADJ
ajst-27303	94	3	goal	goal	NOUN
ajst-27303	94	4	of	of	ADP
ajst-27303	94	5	this	this	DET
ajst-27303	94	6	extraction	extraction	NOUN
ajst-27303	94	7	is	be	AUX
ajst-27303	94	8	to	to	PART
ajst-27303	94	9	separate	separate	VERB
ajst-27303	94	10	background	background	NOUN
ajst-27303	94	11	elements	element	NOUN
ajst-27303	94	12	from	from	ADP
ajst-27303	94	13	foreground	foreground	NOUN
ajst-27303	94	14	objects	object	NOUN
ajst-27303	94	15	.	.	PUNCT
ajst-27303	95	1	this	this	DET
ajst-27303	95	2	process	process	NOUN
ajst-27303	95	3	can	can	AUX
ajst-27303	95	4	result	result	VERB
ajst-27303	95	5	in	in	ADP
ajst-27303	95	6	three	three	NUM
ajst-27303	95	7	types	type	NOUN
ajst-27303	95	8	of	of	ADP
ajst-27303	95	9	outputs	output	NOUN
ajst-27303	95	10	:	:	PUNCT
ajst-27303	95	11	(	(	PUNCT
ajst-27303	95	12	a	a	X
ajst-27303	95	13	)	)	PUNCT
ajst-27303	95	14	the	the	DET
ajst-27303	95	15	objects	object	NOUN
ajst-27303	95	16	retain	retain	VERB
ajst-27303	95	17	their	their	PRON
ajst-27303	95	18	original	original	ADJ
ajst-27303	95	19	color	color	NOUN
ajst-27303	95	20	,	,	PUNCT
ajst-27303	95	21	(	(	PUNCT
ajst-27303	95	22	b	b	X
ajst-27303	95	23	)	)	PUNCT
ajst-27303	95	24	the	the	DET
ajst-27303	95	25	objects	object	NOUN
ajst-27303	95	26	are	be	AUX
ajst-27303	95	27	transformed	transform	VERB
ajst-27303	95	28	to	to	ADP
ajst-27303	95	29	black	black	ADJ
ajst-27303	95	30	and	and	CCONJ
ajst-27303	95	31	white	white	ADJ
ajst-27303	95	32	,	,	PUNCT
ajst-27303	95	33	or	or	CCONJ
ajst-27303	95	34	(	(	PUNCT
ajst-27303	95	35	c	c	X
ajst-27303	95	36	)	)	PUNCT
ajst-27303	95	37	the	the	DET
ajst-27303	95	38	objects	object	NOUN
ajst-27303	95	39	are	be	AUX
ajst-27303	95	40	rendered	render	VERB
ajst-27303	95	41	transparent	transparent	ADJ
ajst-27303	95	42	.	.	PUNCT
ajst-27303	96	1	31	31	NUM
ajst-27303	96	2	figure	figure	NOUN
ajst-27303	96	3	2	2	NUM
ajst-27303	96	4	.	.	PUNCT
ajst-27303	96	5	shape	shape	NOUN
ajst-27303	96	6	feature	feature	NOUN
ajst-27303	96	7	extraction	extraction	NOUN
ajst-27303	96	8	from	from	ADP
ajst-27303	96	9	simple	simple	ADJ
ajst-27303	96	10	sketch	sketch	NOUN
ajst-27303	96	11	to	to	ADP
ajst-27303	96	12	complex	complex	ADJ
ajst-27303	96	13	human	human	ADJ
ajst-27303	96	14	image	image	NOUN
ajst-27303	96	15	.	.	PUNCT
ajst-27303	97	1	as	as	SCONJ
ajst-27303	97	2	illustrated	illustrate	VERB
ajst-27303	97	3	in	in	ADP
ajst-27303	97	4	figure2	figure2	ADJ
ajst-27303	97	5	,	,	PUNCT
ajst-27303	97	6	the	the	DET
ajst-27303	97	7	extraction	extraction	NOUN
ajst-27303	97	8	process	process	NOUN
ajst-27303	97	9	in	in	ADP
ajst-27303	97	10	computer	computer	NOUN
ajst-27303	97	11	vision	vision	NOUN
ajst-27303	97	12	involves	involve	VERB
ajst-27303	97	13	several	several	ADJ
ajst-27303	97	14	steps	step	NOUN
ajst-27303	97	15	:	:	PUNCT
ajst-27303	97	16	(	(	PUNCT
ajst-27303	97	17	a	a	X
ajst-27303	97	18	)	)	PUNCT
ajst-27303	97	19	converting	convert	VERB
ajst-27303	97	20	object	object	NOUN
ajst-27303	97	21	instances	instance	NOUN
ajst-27303	97	22	to	to	AUX
ajst-27303	97	23	black	black	ADJ
ajst-27303	97	24	and	and	CCONJ
ajst-27303	97	25	white	white	ADJ
ajst-27303	97	26	,	,	PUNCT
ajst-27303	97	27	(	(	PUNCT
ajst-27303	97	28	b	b	X
ajst-27303	97	29	)	)	PUNCT
ajst-27303	97	30	adjusting	adjust	VERB
ajst-27303	97	31	object	object	NOUN
ajst-27303	97	32	sizes	size	NOUN
ajst-27303	97	33	based	base	VERB
ajst-27303	97	34	on	on	ADP
ajst-27303	97	35	a	a	DET
ajst-27303	97	36	scale	scale	NOUN
ajst-27303	97	37	factor	factor	NOUN
ajst-27303	97	38	,	,	PUNCT
ajst-27303	97	39	(	(	PUNCT
ajst-27303	97	40	c	c	X
ajst-27303	97	41	)	)	PUNCT
ajst-27303	97	42	applying	apply	VERB
ajst-27303	97	43	transparency	transparency	NOUN
ajst-27303	97	44	or	or	CCONJ
ajst-27303	97	45	color	color	NOUN
ajst-27303	97	46	combinations	combination	NOUN
ajst-27303	97	47	to	to	ADP
ajst-27303	97	48	certain	certain	ADJ
ajst-27303	97	49	elements	element	NOUN
ajst-27303	97	50	,	,	PUNCT
ajst-27303	97	51	and	and	CCONJ
ajst-27303	97	52	(	(	PUNCT
ajst-27303	97	53	d	d	NOUN
ajst-27303	97	54	)	)	PUNCT
ajst-27303	97	55	scaling	scale	VERB
ajst-27303	97	56	and	and	CCONJ
ajst-27303	97	57	repositioning	repositioning	NOUN
ajst-27303	97	58	objects	object	NOUN
ajst-27303	97	59	,	,	PUNCT
ajst-27303	97	60	often	often	ADV
ajst-27303	97	61	resulting	result	VERB
ajst-27303	97	62	in	in	ADP
ajst-27303	97	63	a	a	DET
ajst-27303	97	64	different	different	ADJ
ajst-27303	97	65	appearance	appearance	NOUN
ajst-27303	97	66	from	from	ADP
ajst-27303	97	67	their	their	PRON
ajst-27303	97	68	original	original	ADJ
ajst-27303	97	69	form	form	NOUN
ajst-27303	97	70	.	.	PUNCT
ajst-27303	98	1	pixels	pixel	NOUN
ajst-27303	98	2	play	play	VERB
ajst-27303	98	3	a	a	DET
ajst-27303	98	4	crucial	crucial	ADJ
ajst-27303	98	5	role	role	NOUN
ajst-27303	98	6	in	in	ADP
ajst-27303	98	7	determining	determine	VERB
ajst-27303	98	8	object	object	NOUN
ajst-27303	98	9	sharpness	sharpness	NOUN
ajst-27303	98	10	within	within	ADP
ajst-27303	98	11	an	an	DET
ajst-27303	98	12	image	image	NOUN
ajst-27303	98	13	,	,	PUNCT
ajst-27303	98	14	making	make	VERB
ajst-27303	98	15	pixel	pixel	ADJ
ajst-27303	98	16	optimization	optimization	NOUN
ajst-27303	98	17	essential	essential	ADJ
ajst-27303	98	18	for	for	ADP
ajst-27303	98	19	tasks	task	NOUN
ajst-27303	98	20	like	like	ADP
ajst-27303	98	21	object	object	NOUN
ajst-27303	98	22	detection	detection	NOUN
ajst-27303	98	23	,	,	PUNCT
ajst-27303	98	24	segmentation	segmentation	NOUN
ajst-27303	98	25	,	,	PUNCT
ajst-27303	98	26	and	and	CCONJ
ajst-27303	98	27	recognition	recognition	NOUN
ajst-27303	98	28	.	.	PUNCT
ajst-27303	99	1	in	in	ADP
ajst-27303	99	2	boundary	boundary	NOUN
ajst-27303	99	3	-	-	PUNCT
ajst-27303	99	4	based	base	VERB
ajst-27303	99	5	techniques	technique	NOUN
ajst-27303	99	6	,	,	PUNCT
ajst-27303	99	7	an	an	DET
ajst-27303	99	8	edge	edge	NOUN
ajst-27303	99	9	detector	detector	NOUN
ajst-27303	99	10	is	be	AUX
ajst-27303	99	11	used	use	VERB
ajst-27303	99	12	to	to	PART
ajst-27303	99	13	identify	identify	VERB
ajst-27303	99	14	object	object	VERB
ajst-27303	99	15	boundaries	boundary	NOUN
ajst-27303	99	16	by	by	ADP
ajst-27303	99	17	detecting	detect	VERB
ajst-27303	99	18	rapid	rapid	ADJ
ajst-27303	99	19	intensity	intensity	NOUN
ajst-27303	99	20	changes	change	NOUN
ajst-27303	99	21	along	along	ADP
ajst-27303	99	22	region	region	NOUN
ajst-27303	99	23	edges	edge	NOUN
ajst-27303	99	24	.	.	PUNCT
ajst-27303	100	1	for	for	ADP
ajst-27303	100	2	color	color	NOUN
ajst-27303	100	3	segmentation	segmentation	NOUN
ajst-27303	100	4	,	,	PUNCT
ajst-27303	100	5	this	this	DET
ajst-27303	100	6	detection	detection	NOUN
ajst-27303	100	7	is	be	AUX
ajst-27303	100	8	performed	perform	VERB
ajst-27303	100	9	on	on	ADP
ajst-27303	100	10	each	each	DET
ajst-27303	100	11	rgb	rgb	PROPN
ajst-27303	100	12	color	color	NOUN
ajst-27303	100	13	channel	channel	PROPN
ajst-27303	100	14	,	,	PUNCT
ajst-27303	100	15	creating	create	VERB
ajst-27303	100	16	edges	edge	NOUN
ajst-27303	100	17	that	that	PRON
ajst-27303	100	18	can	can	AUX
ajst-27303	100	19	be	be	AUX
ajst-27303	100	20	combined	combine	VERB
ajst-27303	100	21	to	to	PART
ajst-27303	100	22	form	form	VERB
ajst-27303	100	23	the	the	DET
ajst-27303	100	24	final	final	ADJ
ajst-27303	100	25	edge	edge	NOUN
ajst-27303	100	26	image	image	NOUN
ajst-27303	100	27	.	.	PUNCT
ajst-27303	101	1	local	local	ADJ
ajst-27303	101	2	-	-	PUNCT
ajst-27303	101	3	based	base	VERB
ajst-27303	101	4	techniques	technique	NOUN
ajst-27303	101	5	,	,	PUNCT
ajst-27303	101	6	on	on	ADP
ajst-27303	101	7	the	the	DET
ajst-27303	101	8	other	other	ADJ
ajst-27303	101	9	hand	hand	NOUN
ajst-27303	101	10	,	,	PUNCT
ajst-27303	101	11	group	group	NOUN
ajst-27303	101	12	pixels	pixel	NOUN
ajst-27303	101	13	according	accord	VERB
ajst-27303	101	14	to	to	ADP
ajst-27303	101	15	uniformity	uniformity	NOUN
ajst-27303	101	16	criteria	criterion	NOUN
ajst-27303	101	17	,	,	PUNCT
ajst-27303	101	18	such	such	ADJ
ajst-27303	101	19	as	as	ADP
ajst-27303	101	20	in	in	ADP
ajst-27303	101	21	region	region	NOUN
ajst-27303	101	22	-	-	PUNCT
ajst-27303	101	23	growing	grow	VERB
ajst-27303	101	24	and	and	CCONJ
ajst-27303	101	25	split	split	NOUN
ajst-27303	101	26	-	-	PUNCT
ajst-27303	101	27	and	and	CCONJ
ajst-27303	101	28	-	-	PUNCT
ajst-27303	101	29	merge	merge	NOUN
ajst-27303	101	30	methods	method	NOUN
ajst-27303	101	31	.	.	PUNCT
ajst-27303	102	1	in	in	ADP
ajst-27303	102	2	region	region	NOUN
ajst-27303	102	3	-	-	PUNCT
ajst-27303	102	4	growing	grow	VERB
ajst-27303	102	5	,	,	PUNCT
ajst-27303	102	6	pixels	pixel	NOUN
ajst-27303	102	7	expand	expand	VERB
ajst-27303	102	8	from	from	ADP
ajst-27303	102	9	core	core	ADJ
ajst-27303	102	10	points	point	NOUN
ajst-27303	102	11	into	into	ADP
ajst-27303	102	12	larger	large	ADJ
ajst-27303	102	13	areas	area	NOUN
ajst-27303	102	14	if	if	SCONJ
ajst-27303	102	15	they	they	PRON
ajst-27303	102	16	share	share	VERB
ajst-27303	102	17	similar	similar	ADJ
ajst-27303	102	18	features	feature	NOUN
ajst-27303	102	19	,	,	PUNCT
ajst-27303	102	20	such	such	ADJ
ajst-27303	102	21	as	as	ADP
ajst-27303	102	22	color	color	NOUN
ajst-27303	102	23	or	or	CCONJ
ajst-27303	102	24	gray	gray	ADJ
ajst-27303	102	25	values	value	NOUN
ajst-27303	102	26	.	.	PUNCT
ajst-27303	103	1	split	split	NOUN
ajst-27303	103	2	-	-	PUNCT
ajst-27303	103	3	and	and	CCONJ
ajst-27303	103	4	-	-	PUNCT
ajst-27303	103	5	merge	merge	NOUN
ajst-27303	103	6	techniques	technique	NOUN
ajst-27303	103	7	begin	begin	VERB
ajst-27303	103	8	by	by	ADP
ajst-27303	103	9	dividing	divide	VERB
ajst-27303	103	10	an	an	DET
ajst-27303	103	11	image	image	NOUN
ajst-27303	103	12	into	into	ADP
ajst-27303	103	13	smaller	small	ADJ
ajst-27303	103	14	regions	region	NOUN
ajst-27303	103	15	,	,	PUNCT
ajst-27303	103	16	which	which	PRON
ajst-27303	103	17	are	be	AUX
ajst-27303	103	18	then	then	ADV
ajst-27303	103	19	combined	combine	VERB
ajst-27303	103	20	based	base	VERB
ajst-27303	103	21	on	on	ADP
ajst-27303	103	22	specific	specific	ADJ
ajst-27303	103	23	criteria	criterion	NOUN
ajst-27303	103	24	.	.	PUNCT
ajst-27303	104	1	despite	despite	SCONJ
ajst-27303	104	2	their	their	PRON
ajst-27303	104	3	utility	utility	NOUN
ajst-27303	104	4	,	,	PUNCT
ajst-27303	104	5	these	these	DET
ajst-27303	104	6	region	region	NOUN
ajst-27303	104	7	-	-	PUNCT
ajst-27303	104	8	based	base	VERB
ajst-27303	104	9	techniques	technique	NOUN
ajst-27303	104	10	have	have	VERB
ajst-27303	104	11	two	two	NUM
ajst-27303	104	12	main	main	ADJ
ajst-27303	104	13	limitations	limitation	NOUN
ajst-27303	104	14	:	:	PUNCT
ajst-27303	104	15	(	(	PUNCT
ajst-27303	104	16	1	1	X
ajst-27303	104	17	)	)	PUNCT
ajst-27303	104	18	they	they	PRON
ajst-27303	104	19	rely	rely	VERB
ajst-27303	104	20	heavily	heavily	ADV
ajst-27303	104	21	on	on	ADP
ajst-27303	104	22	initial	initial	ADJ
ajst-27303	104	23	global	global	ADJ
ajst-27303	104	24	criteria	criterion	NOUN
ajst-27303	104	25	,	,	PUNCT
ajst-27303	104	26	which	which	PRON
ajst-27303	104	27	affects	affect	VERB
ajst-27303	104	28	regional	regional	ADJ
ajst-27303	104	29	growth	growth	NOUN
ajst-27303	104	30	,	,	PUNCT
ajst-27303	104	31	and	and	CCONJ
ajst-27303	104	32	(	(	PUNCT
ajst-27303	104	33	2	2	X
ajst-27303	104	34	)	)	PUNCT
ajst-27303	104	35	the	the	DET
ajst-27303	104	36	process	process	NOUN
ajst-27303	104	37	depends	depend	VERB
ajst-27303	104	38	on	on	ADP
ajst-27303	104	39	initial	initial	ADJ
ajst-27303	104	40	segments	segment	NOUN
ajst-27303	104	41	and	and	CCONJ
ajst-27303	104	42	original	original	ADJ
ajst-27303	104	43	pixel	pixel	NOUN
ajst-27303	104	44	values	value	NOUN
ajst-27303	104	45	,	,	PUNCT
ajst-27303	104	46	impacting	impact	VERB
ajst-27303	104	47	object	object	NOUN
ajst-27303	104	48	detection	detection	NOUN
ajst-27303	104	49	performance	performance	NOUN
ajst-27303	104	50	.	.	PUNCT
ajst-27303	105	1	object	object	NOUN
ajst-27303	105	2	detection	detection	NOUN
ajst-27303	105	3	itself	itself	PRON
ajst-27303	105	4	is	be	AUX
ajst-27303	105	5	used	use	VERB
ajst-27303	105	6	to	to	PART
ajst-27303	105	7	search	search	VERB
ajst-27303	105	8	for	for	ADP
ajst-27303	105	9	and	and	CCONJ
ajst-27303	105	10	identify	identify	VERB
ajst-27303	105	11	objects	object	NOUN
ajst-27303	105	12	within	within	ADP
ajst-27303	105	13	both	both	CCONJ
ajst-27303	105	14	recorded	recorded	ADJ
ajst-27303	105	15	and	and	CCONJ
ajst-27303	105	16	realtime	realtime	ADJ
ajst-27303	105	17	datasets	dataset	NOUN
ajst-27303	105	18	,	,	PUNCT
ajst-27303	105	19	but	but	CCONJ
ajst-27303	105	20	it	it	PRON
ajst-27303	105	21	often	often	ADV
ajst-27303	105	22	has	have	VERB
ajst-27303	105	23	a	a	DET
ajst-27303	105	24	margin	margin	NOUN
ajst-27303	105	25	of	of	ADP
ajst-27303	105	26	error	error	NOUN
ajst-27303	105	27	when	when	SCONJ
ajst-27303	105	28	objects	object	NOUN
ajst-27303	105	29	deviate	deviate	VERB
ajst-27303	105	30	from	from	ADP
ajst-27303	105	31	the	the	DET
ajst-27303	105	32	pattern	pattern	NOUN
ajst-27303	105	33	specified	specify	VERB
ajst-27303	105	34	by	by	ADP
ajst-27303	105	35	the	the	DET
ajst-27303	105	36	algorithm	algorithm	NOUN
ajst-27303	105	37	.	.	PUNCT
ajst-27303	106	1	to	to	PART
ajst-27303	106	2	enhance	enhance	VERB
ajst-27303	106	3	accuracy	accuracy	NOUN
ajst-27303	106	4	,	,	PUNCT
ajst-27303	106	5	additional	additional	ADJ
ajst-27303	106	6	algorithms	algorithm	NOUN
ajst-27303	106	7	are	be	AUX
ajst-27303	106	8	frequently	frequently	ADV
ajst-27303	106	9	implemented	implement	VERB
ajst-27303	106	10	to	to	PART
ajst-27303	106	11	detect	detect	VERB
ajst-27303	106	12	smaller	small	ADJ
ajst-27303	106	13	features	feature	NOUN
ajst-27303	106	14	for	for	ADP
ajst-27303	106	15	greater	great	ADJ
ajst-27303	106	16	detail	detail	NOUN
ajst-27303	106	17	.	.	PUNCT
ajst-27303	107	1	for	for	ADP
ajst-27303	107	2	example	example	NOUN
ajst-27303	107	3	,	,	PUNCT
ajst-27303	107	4	in	in	ADP
ajst-27303	107	5	face	face	NOUN
ajst-27303	107	6	detection	detection	NOUN
ajst-27303	107	7	,	,	PUNCT
ajst-27303	107	8	algorithms	algorithm	NOUN
ajst-27303	107	9	are	be	AUX
ajst-27303	107	10	employed	employ	VERB
ajst-27303	107	11	to	to	PART
ajst-27303	107	12	identify	identify	VERB
ajst-27303	107	13	lower	low	ADJ
ajst-27303	107	14	-	-	PUNCT
ajst-27303	107	15	resolution	resolution	NOUN
ajst-27303	107	16	facial	facial	ADJ
ajst-27303	107	17	elements	element	NOUN
ajst-27303	107	18	,	,	PUNCT
ajst-27303	107	19	such	such	ADJ
ajst-27303	107	20	as	as	ADP
ajst-27303	107	21	eyes	eye	NOUN
ajst-27303	107	22	,	,	PUNCT
ajst-27303	107	23	eyebrows	eyebrow	NOUN
ajst-27303	107	24	,	,	PUNCT
ajst-27303	107	25	and	and	CCONJ
ajst-27303	107	26	mouth	mouth	NOUN
ajst-27303	107	27	,	,	PUNCT
ajst-27303	107	28	thereby	thereby	ADV
ajst-27303	107	29	improving	improve	VERB
ajst-27303	107	30	machine	machine	NOUN
ajst-27303	107	31	accuracy	accuracy	NOUN
ajst-27303	107	32	.	.	PUNCT
ajst-27303	108	1	however	however	ADV
ajst-27303	108	2	,	,	PUNCT
ajst-27303	108	3	peripheral	peripheral	ADJ
ajst-27303	108	4	features	feature	NOUN
ajst-27303	108	5	like	like	ADP
ajst-27303	108	6	ears	ear	NOUN
ajst-27303	108	7	and	and	CCONJ
ajst-27303	108	8	neck	neck	NOUN
ajst-27303	108	9	are	be	AUX
ajst-27303	108	10	less	less	ADV
ajst-27303	108	11	commonly	commonly	ADV
ajst-27303	108	12	studied	study	VERB
ajst-27303	108	13	in	in	ADP
ajst-27303	108	14	detail	detail	NOUN
ajst-27303	108	15	,	,	PUNCT
ajst-27303	108	16	underscoring	underscore	VERB
ajst-27303	108	17	a	a	DET
ajst-27303	108	18	selective	selective	ADJ
ajst-27303	108	19	focus	focus	NOUN
ajst-27303	108	20	in	in	ADP
ajst-27303	108	21	facial	facial	ADJ
ajst-27303	108	22	recognition	recognition	NOUN
ajst-27303	108	23	processing	processing	NOUN
ajst-27303	108	24	.	.	PUNCT
ajst-27303	109	1	a	a	DET
ajst-27303	109	2	bitmap	bitmap	NOUN
ajst-27303	109	3	,	,	PUNCT
ajst-27303	109	4	also	also	ADV
ajst-27303	109	5	known	know	VERB
ajst-27303	109	6	as	as	ADP
ajst-27303	109	7	a	a	DET
ajst-27303	109	8	raster	raster	NOUN
ajst-27303	109	9	image	image	NOUN
ajst-27303	109	10	,	,	PUNCT
ajst-27303	109	11	is	be	AUX
ajst-27303	109	12	an	an	DET
ajst-27303	109	13	image	image	NOUN
ajst-27303	109	14	format	format	NOUN
ajst-27303	109	15	that	that	PRON
ajst-27303	109	16	represents	represent	VERB
ajst-27303	109	17	an	an	DET
ajst-27303	109	18	image	image	NOUN
ajst-27303	109	19	as	as	ADP
ajst-27303	109	20	a	a	DET
ajst-27303	109	21	collection	collection	NOUN
ajst-27303	109	22	of	of	ADP
ajst-27303	109	23	pixels	pixel	NOUN
ajst-27303	109	24	on	on	ADP
ajst-27303	109	25	a	a	DET
ajst-27303	109	26	computer	computer	NOUN
ajst-27303	109	27	screen	screen	NOUN
ajst-27303	109	28	,	,	PUNCT
ajst-27303	109	29	with	with	ADP
ajst-27303	109	30	each	each	DET
ajst-27303	109	31	pixel	pixel	PROPN
ajst-27303	109	32	assigned	assign	VERB
ajst-27303	109	33	a	a	DET
ajst-27303	109	34	specific	specific	ADJ
ajst-27303	109	35	color	color	NOUN
ajst-27303	109	36	.	.	PUNCT
ajst-27303	110	1	bitmap	bitmap	NOUN
ajst-27303	110	2	images	image	NOUN
ajst-27303	110	3	are	be	AUX
ajst-27303	110	4	widely	widely	ADV
ajst-27303	110	5	used	use	VERB
ajst-27303	110	6	in	in	ADP
ajst-27303	110	7	photographs	photograph	NOUN
ajst-27303	110	8	and	and	CCONJ
ajst-27303	110	9	digital	digital	ADJ
ajst-27303	110	10	images	image	NOUN
ajst-27303	110	11	,	,	PUNCT
ajst-27303	110	12	but	but	CCONJ
ajst-27303	110	13	their	their	PRON
ajst-27303	110	14	quality	quality	NOUN
ajst-27303	110	15	degrades	degrade	VERB
ajst-27303	110	16	when	when	SCONJ
ajst-27303	110	17	enlarged	enlarge	VERB
ajst-27303	110	18	.	.	PUNCT
ajst-27303	111	1	if	if	SCONJ
ajst-27303	111	2	a	a	DET
ajst-27303	111	3	bitmap	bitmap	NOUN
ajst-27303	111	4	image	image	NOUN
ajst-27303	111	5	is	be	AUX
ajst-27303	111	6	scaled	scale	VERB
ajst-27303	111	7	up	up	ADP
ajst-27303	111	8	,	,	PUNCT
ajst-27303	111	9	for	for	ADP
ajst-27303	111	10	instance	instance	NOUN
ajst-27303	111	11	by	by	ADP
ajst-27303	111	12	a	a	DET
ajst-27303	111	13	factor	factor	NOUN
ajst-27303	111	14	of	of	ADP
ajst-27303	111	15	four	four	NUM
ajst-27303	111	16	,	,	PUNCT
ajst-27303	111	17	the	the	DET
ajst-27303	111	18	pixels	pixel	NOUN
ajst-27303	111	19	themselves	themselves	PRON
ajst-27303	111	20	are	be	AUX
ajst-27303	111	21	enlarged	enlarge	VERB
ajst-27303	111	22	,	,	PUNCT
ajst-27303	111	23	leading	lead	VERB
ajst-27303	111	24	to	to	ADP
ajst-27303	111	25	a	a	DET
ajst-27303	111	26	blurred	blurred	ADJ
ajst-27303	111	27	or	or	CCONJ
ajst-27303	111	28	pixelated	pixelated	ADJ
ajst-27303	111	29	appearance	appearance	NOUN
ajst-27303	111	30	.	.	PUNCT
ajst-27303	112	1	key	key	ADJ
ajst-27303	112	2	terms	term	NOUN
ajst-27303	112	3	when	when	SCONJ
ajst-27303	112	4	working	work	VERB
ajst-27303	112	5	with	with	ADP
ajst-27303	112	6	bitmap	bitmap	NOUN
ajst-27303	112	7	images	image	NOUN
ajst-27303	112	8	include	include	VERB
ajst-27303	112	9	resolution	resolution	NOUN
ajst-27303	112	10	,	,	PUNCT
ajst-27303	112	11	which	which	PRON
ajst-27303	112	12	refers	refer	VERB
ajst-27303	112	13	to	to	ADP
ajst-27303	112	14	the	the	DET
ajst-27303	112	15	number	number	NOUN
ajst-27303	112	16	of	of	ADP
ajst-27303	112	17	pixels	pixel	NOUN
ajst-27303	112	18	in	in	ADP
ajst-27303	112	19	the	the	DET
ajst-27303	112	20	image	image	NOUN
ajst-27303	112	21	,	,	PUNCT
ajst-27303	112	22	and	and	CCONJ
ajst-27303	112	23	color	color	NOUN
ajst-27303	112	24	depth	depth	NOUN
ajst-27303	112	25	,	,	PUNCT
ajst-27303	112	26	which	which	PRON
ajst-27303	112	27	indicates	indicate	VERB
ajst-27303	112	28	the	the	DET
ajst-27303	112	29	range	range	NOUN
ajst-27303	112	30	of	of	ADP
ajst-27303	112	31	colors	color	NOUN
ajst-27303	112	32	each	each	DET
ajst-27303	112	33	pixel	pixel	PROPN
ajst-27303	112	34	can	can	AUX
ajst-27303	112	35	display	display	VERB
ajst-27303	112	36	.	.	PUNCT
ajst-27303	113	1	bitmap	bitmap	NOUN
ajst-27303	113	2	images	image	NOUN
ajst-27303	113	3	are	be	AUX
ajst-27303	113	4	often	often	ADV
ajst-27303	113	5	generated	generate	VERB
ajst-27303	113	6	using	use	VERB
ajst-27303	113	7	scanners	scanner	NOUN
ajst-27303	113	8	,	,	PUNCT
ajst-27303	113	9	digital	digital	ADJ
ajst-27303	113	10	cameras	camera	NOUN
ajst-27303	113	11	,	,	PUNCT
ajst-27303	113	12	or	or	CCONJ
ajst-27303	113	13	video	video	NOUN
ajst-27303	113	14	capture	capture	NOUN
ajst-27303	113	15	devices	device	NOUN
ajst-27303	113	16	and	and	CCONJ
ajst-27303	113	17	are	be	AUX
ajst-27303	113	18	susceptible	susceptible	ADJ
ajst-27303	113	19	to	to	ADP
ajst-27303	113	20	various	various	ADJ
ajst-27303	113	21	forms	form	NOUN
ajst-27303	113	22	of	of	ADP
ajst-27303	113	23	noise	noise	NOUN
ajst-27303	113	24	.	.	PUNCT
ajst-27303	114	1	to	to	PART
ajst-27303	114	2	address	address	VERB
ajst-27303	114	3	this	this	PRON
ajst-27303	114	4	,	,	PUNCT
ajst-27303	114	5	bitmap	bitmap	NOUN
ajst-27303	114	6	templates	template	NOUN
ajst-27303	114	7	,	,	PUNCT
ajst-27303	114	8	which	which	PRON
ajst-27303	114	9	are	be	AUX
ajst-27303	114	10	standardized	standardize	VERB
ajst-27303	114	11	and	and	CCONJ
ajst-27303	114	12	easily	easily	ADV
ajst-27303	114	13	processed	process	VERB
ajst-27303	114	14	by	by	ADP
ajst-27303	114	15	computers	computer	NOUN
ajst-27303	114	16	,	,	PUNCT
ajst-27303	114	17	are	be	AUX
ajst-27303	114	18	often	often	ADV
ajst-27303	114	19	used	use	VERB
ajst-27303	114	20	as	as	ADP
ajst-27303	114	21	benchmarks	benchmark	NOUN
ajst-27303	114	22	.	.	PUNCT
ajst-27303	115	1	in	in	ADP
ajst-27303	115	2	contrast	contrast	NOUN
ajst-27303	115	3	,	,	PUNCT
ajst-27303	115	4	raw	raw	ADJ
ajst-27303	115	5	bitmap	bitmap	NOUN
ajst-27303	115	6	images	image	NOUN
ajst-27303	115	7	may	may	AUX
ajst-27303	115	8	contain	contain	VERB
ajst-27303	115	9	acquisition	acquisition	NOUN
ajst-27303	115	10	errors	error	NOUN
ajst-27303	115	11	,	,	PUNCT
ajst-27303	115	12	resulting	result	VERB
ajst-27303	115	13	in	in	ADP
ajst-27303	115	14	unstructured	unstructured	ADJ
ajst-27303	115	15	pixel	pixel	PROPN
ajst-27303	115	16	values	value	NOUN
ajst-27303	115	17	that	that	PRON
ajst-27303	115	18	do	do	AUX
ajst-27303	115	19	not	not	PART
ajst-27303	115	20	accurately	accurately	ADV
ajst-27303	115	21	represent	represent	VERB
ajst-27303	115	22	the	the	DET
ajst-27303	115	23	actual	actual	ADJ
ajst-27303	115	24	scene	scene	NOUN
ajst-27303	115	25	.	.	PUNCT
ajst-27303	116	1	noise	noise	NOUN
ajst-27303	116	2	can	can	AUX
ajst-27303	116	3	enter	enter	VERB
ajst-27303	116	4	a	a	DET
ajst-27303	116	5	bitmap	bitmap	NOUN
ajst-27303	116	6	image	image	NOUN
ajst-27303	116	7	in	in	ADP
ajst-27303	116	8	several	several	ADJ
ajst-27303	116	9	ways	way	NOUN
ajst-27303	116	10	,	,	PUNCT
ajst-27303	116	11	depending	depend	VERB
ajst-27303	116	12	on	on	ADP
ajst-27303	116	13	how	how	SCONJ
ajst-27303	116	14	the	the	DET
ajst-27303	116	15	image	image	NOUN
ajst-27303	116	16	was	be	AUX
ajst-27303	116	17	captured	capture	VERB
ajst-27303	116	18	.	.	PUNCT
ajst-27303	117	1	for	for	ADP
ajst-27303	117	2	example	example	NOUN
ajst-27303	117	3	,	,	PUNCT
ajst-27303	117	4	when	when	SCONJ
ajst-27303	117	5	a	a	DET
ajst-27303	117	6	photograph	photograph	NOUN
ajst-27303	117	7	is	be	AUX
ajst-27303	117	8	scanned	scan	VERB
ajst-27303	117	9	from	from	ADP
ajst-27303	117	10	film	film	NOUN
ajst-27303	117	11	,	,	PUNCT
ajst-27303	117	12	the	the	DET
ajst-27303	117	13	film	film	NOUN
ajst-27303	117	14	grain	grain	NOUN
ajst-27303	117	15	can	can	AUX
ajst-27303	117	16	contribute	contribute	VERB
ajst-27303	117	17	to	to	ADP
ajst-27303	117	18	noisy	noisy	ADJ
ajst-27303	117	19	pixels	pixel	NOUN
ajst-27303	117	20	,	,	PUNCT
ajst-27303	117	21	as	as	SCONJ
ajst-27303	117	22	can	can	AUX
ajst-27303	117	23	potentially	potentially	ADV
ajst-27303	117	24	damage	damage	VERB
ajst-27303	117	25	to	to	ADP
ajst-27303	117	26	the	the	DET
ajst-27303	117	27	film	film	NOUN
ajst-27303	117	28	or	or	CCONJ
ajst-27303	117	29	interference	interference	NOUN
ajst-27303	117	30	from	from	ADP
ajst-27303	117	31	the	the	DET
ajst-27303	117	32	scanner	scanner	NOUN
ajst-27303	117	33	itself	itself	PRON
ajst-27303	117	34	.	.	PUNCT
ajst-27303	118	1	when	when	SCONJ
ajst-27303	118	2	images	image	NOUN
ajst-27303	118	3	are	be	AUX
ajst-27303	118	4	acquired	acquire	VERB
ajst-27303	118	5	directly	directly	ADV
ajst-27303	118	6	in	in	ADP
ajst-27303	118	7	a	a	DET
ajst-27303	118	8	digital	digital	ADJ
ajst-27303	118	9	format	format	NOUN
ajst-27303	118	10	,	,	PUNCT
ajst-27303	118	11	noise	noise	NOUN
ajst-27303	118	12	may	may	AUX
ajst-27303	118	13	be	be	AUX
ajst-27303	118	14	introduced	introduce	VERB
ajst-27303	118	15	by	by	ADP
ajst-27303	118	16	the	the	DET
ajst-27303	118	17	data	datum	NOUN
ajst-27303	118	18	collection	collection	NOUN
ajst-27303	118	19	mechanisms	mechanism	NOUN
ajst-27303	118	20	,	,	PUNCT
ajst-27303	118	21	such	such	ADJ
ajst-27303	118	22	as	as	ADP
ajst-27303	118	23	ccd	ccd	NOUN
ajst-27303	118	24	detectors	detector	NOUN
ajst-27303	118	25	,	,	PUNCT
ajst-27303	118	26	or	or	CCONJ
ajst-27303	118	27	through	through	ADP
ajst-27303	118	28	electronic	electronic	ADJ
ajst-27303	118	29	data	datum	NOUN
ajst-27303	118	30	transmission	transmission	NOUN
ajst-27303	118	31	,	,	PUNCT
ajst-27303	118	32	which	which	PRON
ajst-27303	118	33	can	can	AUX
ajst-27303	118	34	degrade	degrade	VERB
ajst-27303	118	35	image	image	NOUN
ajst-27303	118	36	quality	quality	NOUN
ajst-27303	118	37	.	.	PUNCT
ajst-27303	119	1	figure3	figure3	PROPN
ajst-27303	119	2	shows	show	VERB
ajst-27303	119	3	some	some	DET
ajst-27303	119	4	examples	example	NOUN
ajst-27303	119	5	for	for	ADP
ajst-27303	119	6	image	image	NOUN
ajst-27303	119	7	retrievals	retrieval	NOUN
ajst-27303	119	8	from	from	ADP
ajst-27303	119	9	big	big	ADJ
ajst-27303	119	10	open	open	ADJ
ajst-27303	119	11	database	database	NOUN
ajst-27303	119	12	.	.	PUNCT
ajst-27303	120	1	image	image	NOUN
ajst-27303	120	2	processing	processing	NOUN
ajst-27303	120	3	research	research	NOUN
ajst-27303	120	4	aims	aim	VERB
ajst-27303	120	5	to	to	PART
ajst-27303	120	6	develop	develop	VERB
ajst-27303	120	7	machine	machine	NOUN
ajst-27303	120	8	learning	learning	NOUN
ajst-27303	120	9	and	and	CCONJ
ajst-27303	120	10	computing	computing	NOUN
ajst-27303	120	11	methods	method	NOUN
ajst-27303	120	12	capable	capable	ADJ
ajst-27303	120	13	of	of	ADP
ajst-27303	120	14	recognizing	recognize	VERB
ajst-27303	120	15	patterns	pattern	NOUN
ajst-27303	120	16	in	in	ADP
ajst-27303	120	17	increasingly	increasingly	ADV
ajst-27303	120	18	varied	varied	ADJ
ajst-27303	120	19	objects	object	NOUN
ajst-27303	120	20	.	.	PUNCT
ajst-27303	121	1	machine	machine	NOUN
ajst-27303	121	2	learning	learning	NOUN
ajst-27303	121	3	,	,	PUNCT
ajst-27303	121	4	which	which	PRON
ajst-27303	121	5	intersects	intersect	VERB
ajst-27303	121	6	with	with	ADP
ajst-27303	121	7	computational	computational	ADJ
ajst-27303	121	8	statistics	statistic	NOUN
ajst-27303	121	9	,	,	PUNCT
ajst-27303	121	10	is	be	AUX
ajst-27303	121	11	essential	essential	ADJ
ajst-27303	121	12	in	in	ADP
ajst-27303	121	13	applications	application	NOUN
ajst-27303	121	14	like	like	ADP
ajst-27303	121	15	spam	spam	NOUN
ajst-27303	121	16	filtering	filter	VERB
ajst-27303	121	17	,	,	PUNCT
ajst-27303	121	18	optical	optical	ADJ
ajst-27303	121	19	character	character	NOUN
ajst-27303	121	20	recognition	recognition	NOUN
ajst-27303	121	21	,	,	PUNCT
ajst-27303	121	22	search	search	NOUN
ajst-27303	121	23	engines	engine	NOUN
ajst-27303	121	24	,	,	PUNCT
ajst-27303	121	25	and	and	CCONJ
ajst-27303	121	26	computer	computer	NOUN
ajst-27303	121	27	vision	vision	NOUN
ajst-27303	121	28	.	.	PUNCT
ajst-27303	122	1	numerous	numerous	ADJ
ajst-27303	122	2	algorithms	algorithm	NOUN
ajst-27303	122	3	,	,	PUNCT
ajst-27303	122	4	such	such	ADJ
ajst-27303	122	5	as	as	ADP
ajst-27303	122	6	gaussian	gaussian	NOUN
ajst-27303	122	7	-	-	PUNCT
ajst-27303	122	8	based	base	VERB
ajst-27303	122	9	linear	linear	PROPN
ajst-27303	122	10	filtering	filtering	NOUN
ajst-27303	122	11	,	,	PUNCT
ajst-27303	122	12	have	have	AUX
ajst-27303	122	13	been	be	AUX
ajst-27303	122	14	developed	develop	VERB
ajst-27303	122	15	to	to	PART
ajst-27303	122	16	reduce	reduce	VERB
ajst-27303	122	17	noise	noise	NOUN
ajst-27303	122	18	.	.	PUNCT
ajst-27303	123	1	these	these	DET
ajst-27303	123	2	algorithms	algorithm	NOUN
ajst-27303	123	3	effectively	effectively	ADV
ajst-27303	123	4	reduce	reduce	VERB
ajst-27303	123	5	grain	grain	NOUN
ajst-27303	123	6	noise	noise	NOUN
ajst-27303	123	7	by	by	ADP
ajst-27303	123	8	averaging	average	VERB
ajst-27303	123	9	pixel	pixel	ADJ
ajst-27303	123	10	values	value	NOUN
ajst-27303	123	11	within	within	ADP
ajst-27303	123	12	a	a	DET
ajst-27303	123	13	local	local	ADJ
ajst-27303	123	14	region	region	NOUN
ajst-27303	123	15	,	,	PUNCT
ajst-27303	123	16	which	which	PRON
ajst-27303	123	17	helps	help	VERB
ajst-27303	123	18	diminish	diminish	VERB
ajst-27303	123	19	local	local	ADJ
ajst-27303	123	20	variations	variation	NOUN
ajst-27303	123	21	caused	cause	VERB
ajst-27303	123	22	by	by	ADP
ajst-27303	123	23	noise	noise	NOUN
ajst-27303	123	24	,	,	PUNCT
ajst-27303	123	25	ultimately	ultimately	ADV
ajst-27303	123	26	producing	produce	VERB
ajst-27303	123	27	clearer	clear	ADJ
ajst-27303	123	28	,	,	PUNCT
ajst-27303	123	29	more	more	ADV
ajst-27303	123	30	accurate	accurate	ADJ
ajst-27303	123	31	images	image	NOUN
ajst-27303	123	32	.	.	PUNCT
ajst-27303	124	1	figure	figure	NOUN
ajst-27303	124	2	3	3	NUM
ajst-27303	124	3	.	.	NOUN
ajst-27303	124	4	example	example	NOUN
ajst-27303	124	5	of	of	ADP
ajst-27303	124	6	image	image	NOUN
ajst-27303	124	7	retrievals	retrieval	NOUN
ajst-27303	124	8	using	use	VERB
ajst-27303	124	9	query	query	NOUN
ajst-27303	124	10	image	image	NOUN
ajst-27303	124	11	from	from	ADP
ajst-27303	124	12	big	big	ADJ
ajst-27303	124	13	datasets	dataset	NOUN
ajst-27303	124	14	of	of	ADP
ajst-27303	124	15	pascal	pascal	ADJ
ajst-27303	124	16	mth	mth	NOUN
ajst-27303	124	17	,	,	PUNCT
ajst-27303	124	18	msd	msd	PROPN
ajst-27303	124	19	etc	etc	X
ajst-27303	124	20	.	.	X
ajst-27303	125	1	32	32	NUM
ajst-27303	125	2	3	3	NUM
ajst-27303	125	3	.	.	PUNCT
ajst-27303	125	4	conclusion	conclusion	NOUN
ajst-27303	125	5	and	and	CCONJ
ajst-27303	125	6	outlook	outlook	NOUN
ajst-27303	125	7	in	in	ADP
ajst-27303	125	8	conclusion	conclusion	NOUN
ajst-27303	125	9	,	,	PUNCT
ajst-27303	125	10	computer	computer	NOUN
ajst-27303	125	11	vision	vision	NOUN
ajst-27303	125	12	,	,	PUNCT
ajst-27303	125	13	anchored	anchor	VERB
ajst-27303	125	14	in	in	ADP
ajst-27303	125	15	image	image	NOUN
ajst-27303	125	16	processing	processing	NOUN
ajst-27303	125	17	and	and	CCONJ
ajst-27303	125	18	machine	machine	NOUN
ajst-27303	125	19	learning	learning	NOUN
ajst-27303	125	20	,	,	PUNCT
ajst-27303	125	21	has	have	AUX
ajst-27303	125	22	significantly	significantly	ADV
ajst-27303	125	23	advanced	advance	VERB
ajst-27303	125	24	numerous	numerous	ADJ
ajst-27303	125	25	technological	technological	ADJ
ajst-27303	125	26	fields	field	NOUN
ajst-27303	125	27	by	by	ADP
ajst-27303	125	28	enabling	enable	VERB
ajst-27303	125	29	sophisticated	sophisticated	ADJ
ajst-27303	125	30	analysis	analysis	NOUN
ajst-27303	125	31	and	and	CCONJ
ajst-27303	125	32	interpretation	interpretation	NOUN
ajst-27303	125	33	of	of	ADP
ajst-27303	125	34	visual	visual	ADJ
ajst-27303	125	35	data	datum	NOUN
ajst-27303	125	36	.	.	PUNCT
ajst-27303	126	1	with	with	ADP
ajst-27303	126	2	roots	root	NOUN
ajst-27303	126	3	in	in	ADP
ajst-27303	126	4	image	image	NOUN
ajst-27303	126	5	processing	processing	NOUN
ajst-27303	126	6	,	,	PUNCT
ajst-27303	126	7	computer	computer	NOUN
ajst-27303	126	8	vision	vision	NOUN
ajst-27303	126	9	has	have	AUX
ajst-27303	126	10	become	become	VERB
ajst-27303	126	11	essential	essential	ADJ
ajst-27303	126	12	in	in	ADP
ajst-27303	126	13	disciplines	discipline	NOUN
ajst-27303	126	14	like	like	ADP
ajst-27303	126	15	geographical	geographical	ADJ
ajst-27303	126	16	remote	remote	ADJ
ajst-27303	126	17	sensing	sensing	NOUN
ajst-27303	126	18	,	,	PUNCT
ajst-27303	126	19	robotics	robotic	NOUN
ajst-27303	126	20	,	,	PUNCT
ajst-27303	126	21	healthcare	healthcare	NOUN
ajst-27303	126	22	,	,	PUNCT
ajst-27303	126	23	and	and	CCONJ
ajst-27303	126	24	satellite	satellite	NOUN
ajst-27303	126	25	communication	communication	NOUN
ajst-27303	126	26	,	,	PUNCT
ajst-27303	126	27	where	where	SCONJ
ajst-27303	126	28	it	it	PRON
ajst-27303	126	29	enables	enable	VERB
ajst-27303	126	30	efficient	efficient	ADJ
ajst-27303	126	31	feature	feature	NOUN
ajst-27303	126	32	extraction	extraction	NOUN
ajst-27303	126	33	and	and	CCONJ
ajst-27303	126	34	predictive	predictive	ADJ
ajst-27303	126	35	analysis	analysis	NOUN
ajst-27303	126	36	.	.	PUNCT
ajst-27303	127	1	by	by	ADP
ajst-27303	127	2	analyzing	analyze	VERB
ajst-27303	127	3	images	image	NOUN
ajst-27303	127	4	and	and	CCONJ
ajst-27303	127	5	videos	video	NOUN
ajst-27303	127	6	,	,	PUNCT
ajst-27303	127	7	researchers	researcher	NOUN
ajst-27303	127	8	can	can	AUX
ajst-27303	127	9	study	study	VERB
ajst-27303	127	10	patterns	pattern	NOUN
ajst-27303	127	11	,	,	PUNCT
ajst-27303	127	12	detect	detect	NOUN
ajst-27303	127	13	behaviors	behavior	NOUN
ajst-27303	127	14	,	,	PUNCT
ajst-27303	127	15	and	and	CCONJ
ajst-27303	127	16	make	make	VERB
ajst-27303	127	17	data	datum	NOUN
ajst-27303	127	18	-	-	PUNCT
ajst-27303	127	19	driven	drive	VERB
ajst-27303	127	20	predictions	prediction	NOUN
ajst-27303	127	21	,	,	PUNCT
ajst-27303	127	22	broadening	broaden	VERB
ajst-27303	127	23	the	the	DET
ajst-27303	127	24	impact	impact	NOUN
ajst-27303	127	25	of	of	ADP
ajst-27303	127	26	computer	computer	NOUN
ajst-27303	127	27	vision	vision	NOUN
ajst-27303	127	28	on	on	ADP
ajst-27303	127	29	both	both	CCONJ
ajst-27303	127	30	individual	individual	ADJ
ajst-27303	127	31	and	and	CCONJ
ajst-27303	127	32	environmental	environmental	ADJ
ajst-27303	127	33	applications	application	NOUN
ajst-27303	127	34	.	.	PUNCT
ajst-27303	128	1	looking	look	VERB
ajst-27303	128	2	ahead	ahead	ADV
ajst-27303	128	3	,	,	PUNCT
ajst-27303	128	4	the	the	DET
ajst-27303	128	5	continued	continue	VERB
ajst-27303	128	6	integration	integration	NOUN
ajst-27303	128	7	of	of	ADP
ajst-27303	128	8	machine	machine	NOUN
ajst-27303	128	9	learning	learning	NOUN
ajst-27303	128	10	and	and	CCONJ
ajst-27303	128	11	improved	improve	VERB
ajst-27303	128	12	image	image	NOUN
ajst-27303	128	13	processing	processing	NOUN
ajst-27303	128	14	algorithms	algorithm	NOUN
ajst-27303	128	15	will	will	AUX
ajst-27303	128	16	drive	drive	VERB
ajst-27303	128	17	further	further	ADJ
ajst-27303	128	18	innovation	innovation	NOUN
ajst-27303	128	19	in	in	ADP
ajst-27303	128	20	computer	computer	NOUN
ajst-27303	128	21	vision	vision	NOUN
ajst-27303	128	22	,	,	PUNCT
ajst-27303	128	23	enhancing	enhance	VERB
ajst-27303	128	24	both	both	DET
ajst-27303	128	25	accuracy	accuracy	NOUN
ajst-27303	128	26	and	and	CCONJ
ajst-27303	128	27	adaptability	adaptability	NOUN
ajst-27303	128	28	.	.	PUNCT
ajst-27303	129	1	in	in	ADP
ajst-27303	129	2	healthcare	healthcare	PROPN
ajst-27303	129	3	,	,	PUNCT
ajst-27303	129	4	it	it	PRON
ajst-27303	129	5	offers	offer	VERB
ajst-27303	129	6	promising	promise	VERB
ajst-27303	129	7	advancements	advancement	NOUN
ajst-27303	129	8	in	in	ADP
ajst-27303	129	9	diagnostics	diagnostic	NOUN
ajst-27303	129	10	and	and	CCONJ
ajst-27303	129	11	patient	patient	ADJ
ajst-27303	129	12	monitoring	monitoring	NOUN
ajst-27303	129	13	,	,	PUNCT
ajst-27303	129	14	while	while	SCONJ
ajst-27303	129	15	in	in	ADP
ajst-27303	129	16	autonomous	autonomous	ADJ
ajst-27303	129	17	systems	system	NOUN
ajst-27303	129	18	like	like	ADP
ajst-27303	129	19	self	self	NOUN
ajst-27303	129	20	-	-	PUNCT
ajst-27303	129	21	driving	drive	VERB
ajst-27303	129	22	vehicles	vehicle	NOUN
ajst-27303	129	23	,	,	PUNCT
ajst-27303	129	24	it	it	PRON
ajst-27303	129	25	supports	support	VERB
ajst-27303	129	26	navigation	navigation	NOUN
ajst-27303	129	27	and	and	CCONJ
ajst-27303	129	28	safety	safety	NOUN
ajst-27303	129	29	.	.	PUNCT
ajst-27303	130	1	environmental	environmental	ADJ
ajst-27303	130	2	applications	application	NOUN
ajst-27303	130	3	,	,	PUNCT
ajst-27303	130	4	such	such	ADJ
ajst-27303	130	5	as	as	ADP
ajst-27303	130	6	climate	climate	NOUN
ajst-27303	130	7	monitoring	monitoring	NOUN
ajst-27303	130	8	and	and	CCONJ
ajst-27303	130	9	disaster	disaster	NOUN
ajst-27303	130	10	response	response	NOUN
ajst-27303	130	11	,	,	PUNCT
ajst-27303	130	12	also	also	ADV
ajst-27303	130	13	stand	stand	VERB
ajst-27303	130	14	to	to	PART
ajst-27303	130	15	benefit	benefit	VERB
ajst-27303	130	16	from	from	ADP
ajst-27303	130	17	improved	improved	ADJ
ajst-27303	130	18	computer	computer	NOUN
ajst-27303	130	19	vision	vision	NOUN
ajst-27303	130	20	capabilities	capability	NOUN
ajst-27303	130	21	.	.	PUNCT
ajst-27303	131	1	as	as	SCONJ
ajst-27303	131	2	the	the	DET
ajst-27303	131	3	field	field	NOUN
ajst-27303	131	4	evolves	evolve	VERB
ajst-27303	131	5	,	,	PUNCT
ajst-27303	131	6	future	future	ADJ
ajst-27303	131	7	research	research	NOUN
ajst-27303	131	8	will	will	AUX
ajst-27303	131	9	likely	likely	ADV
ajst-27303	131	10	address	address	VERB
ajst-27303	131	11	challenges	challenge	NOUN
ajst-27303	131	12	like	like	ADP
ajst-27303	131	13	enhancing	enhance	VERB
ajst-27303	131	14	accuracy	accuracy	NOUN
ajst-27303	131	15	under	under	ADP
ajst-27303	131	16	varied	varied	ADJ
ajst-27303	131	17	conditions	condition	NOUN
ajst-27303	131	18	,	,	PUNCT
ajst-27303	131	19	real	real	ADJ
ajst-27303	131	20	-	-	PUNCT
ajst-27303	131	21	time	time	NOUN
ajst-27303	131	22	processing	processing	NOUN
ajst-27303	131	23	,	,	PUNCT
ajst-27303	131	24	and	and	CCONJ
ajst-27303	131	25	reducing	reduce	VERB
ajst-27303	131	26	the	the	DET
ajst-27303	131	27	computational	computational	ADJ
ajst-27303	131	28	demands	demand	NOUN
ajst-27303	131	29	of	of	ADP
ajst-27303	131	30	intensive	intensive	ADJ
ajst-27303	131	31	algorithms	algorithm	NOUN
ajst-27303	131	32	.	.	PUNCT
ajst-27303	132	1	combined	combine	VERB
ajst-27303	132	2	with	with	ADP
ajst-27303	132	3	emerging	emerge	VERB
ajst-27303	132	4	technologies	technology	NOUN
ajst-27303	132	5	like	like	ADP
ajst-27303	132	6	augmented	augment	VERB
ajst-27303	132	7	reality	reality	NOUN
ajst-27303	132	8	,	,	PUNCT
ajst-27303	132	9	the	the	DET
ajst-27303	132	10	internet	internet	NOUN
ajst-27303	132	11	of	of	ADP
ajst-27303	132	12	things	thing	NOUN
ajst-27303	132	13	,	,	PUNCT
ajst-27303	132	14	and	and	CCONJ
ajst-27303	132	15	edge	edge	NOUN
ajst-27303	132	16	computing	computing	NOUN
ajst-27303	132	17	,	,	PUNCT
ajst-27303	132	18	computer	computer	NOUN
ajst-27303	132	19	vision	vision	NOUN
ajst-27303	132	20	is	be	AUX
ajst-27303	132	21	set	set	VERB
ajst-27303	132	22	to	to	PART
ajst-27303	132	23	become	become	VERB
ajst-27303	132	24	a	a	DET
ajst-27303	132	25	foundational	foundational	ADJ
ajst-27303	132	26	tool	tool	NOUN
ajst-27303	132	27	across	across	ADP
ajst-27303	132	28	industries	industry	NOUN
ajst-27303	132	29	,	,	PUNCT
ajst-27303	132	30	empowering	empower	VERB
ajst-27303	132	31	new	new	ADJ
ajst-27303	132	32	ways	way	NOUN
ajst-27303	132	33	of	of	ADP
ajst-27303	132	34	understanding	understanding	NOUN
ajst-27303	132	35	and	and	CCONJ
ajst-27303	132	36	acting	act	VERB
ajst-27303	132	37	on	on	ADP
ajst-27303	132	38	visual	visual	ADJ
ajst-27303	132	39	information	information	NOUN
ajst-27303	132	40	.	.	PUNCT
ajst-27303	133	1	references	reference	NOUN
ajst-27303	133	2	[	[	X
ajst-27303	133	3	1	1	X
ajst-27303	133	4	]	]	X
ajst-27303	133	5	y.	y.	PROPN
ajst-27303	133	6	wang	wang	PROPN
ajst-27303	133	7	,	,	PUNCT
ajst-27303	133	8	y.	y.	PROPN
ajst-27303	133	9	guo	guo	PROPN
ajst-27303	133	10	,	,	PUNCT
ajst-27303	133	11	r.	r.	PROPN
ajst-27303	133	12	kumar	kumar	PROPN
ajst-27303	133	13	,	,	PUNCT
ajst-27303	133	14	m.	m.	NOUN
ajst-27303	133	15	swaminathan	swaminathan	NOUN
ajst-27303	133	16	,	,	PUNCT
ajst-27303	133	17	order	order	NOUN
ajst-27303	133	18	reduction	reduction	NOUN
ajst-27303	133	19	using	use	VERB
ajst-27303	133	20	laguerre	laguerre	NOUN
ajst-27303	133	21	-	-	PUNCT
ajst-27303	133	22	fdtd	fdtd	ADJ
ajst-27303	133	23	with	with	ADP
ajst-27303	133	24	embedded	embed	VERB
ajst-27303	133	25	neural	neural	ADJ
ajst-27303	133	26	network	network	NOUN
ajst-27303	133	27	,	,	PUNCT
ajst-27303	133	28	2024	2024	NUM
ajst-27303	133	29	ieee	ieee	NOUN
ajst-27303	133	30	/	/	SYM
ajst-27303	133	31	mtt	mtt	PROPN
ajst-27303	133	32	-	-	PUNCT
ajst-27303	133	33	s	s	NOUN
ajst-27303	133	34	international	international	ADJ
ajst-27303	133	35	microwave	microwave	NOUN
ajst-27303	133	36	symposium	symposium	NOUN
ajst-27303	133	37	-	-	PUNCT
ajst-27303	133	38	ims	ims	NOUN
ajst-27303	133	39	2024	2024	NUM
ajst-27303	133	40	,	,	PUNCT
ajst-27303	133	41	ieee	ieee	NOUN
ajst-27303	133	42	,	,	PUNCT
ajst-27303	133	43	2024	2024	NUM
ajst-27303	133	44	,	,	PUNCT
ajst-27303	133	45	pp	pp	ADV
ajst-27303	133	46	.	.	PUNCT
ajst-27303	134	1	473	473	NUM
ajst-27303	134	2	-	-	SYM
ajst-27303	134	3	476	476	NUM
ajst-27303	134	4	.	.	PUNCT
ajst-27303	135	1	[	[	X
ajst-27303	135	2	2	2	NUM
ajst-27303	135	3	]	]	PUNCT
ajst-27303	135	4	r.	r.	PROPN
ajst-27303	135	5	li	li	PROPN
ajst-27303	135	6	,	,	PUNCT
ajst-27303	135	7	s.	s.	PROPN
ajst-27303	135	8	sun	sun	PROPN
ajst-27303	135	9	,	,	PUNCT
ajst-27303	135	10	m.	m.	NOUN
ajst-27303	135	11	elhoseiny	elhoseiny	PROPN
ajst-27303	135	12	,	,	PUNCT
ajst-27303	135	13	p.	p.	PROPN
ajst-27303	135	14	torr	torr	PROPN
ajst-27303	135	15	,	,	PUNCT
ajst-27303	135	16	oxfordtvg	oxfordtvg	PROPN
ajst-27303	135	17	-	-	PUNCT
ajst-27303	135	18	hic	hic	ADJ
ajst-27303	135	19	:	:	PUNCT
ajst-27303	135	20	can	can	AUX
ajst-27303	135	21	machine	machine	VERB
ajst-27303	135	22	make	make	VERB
ajst-27303	135	23	humorous	humorous	ADJ
ajst-27303	135	24	captions	caption	NOUN
ajst-27303	135	25	from	from	ADP
ajst-27303	135	26	images	image	NOUN
ajst-27303	135	27	?	?	PUNCT
ajst-27303	135	28	,	,	PUNCT
ajst-27303	135	29	proceedings	proceeding	NOUN
ajst-27303	135	30	of	of	ADP
ajst-27303	135	31	the	the	DET
ajst-27303	135	32	ieee	ieee	NOUN
ajst-27303	135	33	/	/	SYM
ajst-27303	135	34	cvf	cvf	NOUN
ajst-27303	135	35	international	international	ADJ
ajst-27303	135	36	conference	conference	NOUN
ajst-27303	135	37	on	on	ADP
ajst-27303	135	38	computer	computer	NOUN
ajst-27303	135	39	vision	vision	NOUN
ajst-27303	135	40	,	,	PUNCT
ajst-27303	135	41	2023	2023	NUM
ajst-27303	135	42	,	,	PUNCT
ajst-27303	135	43	pp	pp	ADJ
ajst-27303	135	44	.	.	PUNCT
ajst-27303	135	45	20293	20293	NUM
ajst-27303	135	46	-	-	SYM
ajst-27303	135	47	20303	20303	NUM
ajst-27303	135	48	.	.	PUNCT
ajst-27303	136	1	[	[	X
ajst-27303	136	2	3	3	NUM
ajst-27303	136	3	]	]	PUNCT
ajst-27303	136	4	x.	x.	NOUN
ajst-27303	136	5	chen	chen	PROPN
ajst-27303	136	6	,	,	PUNCT
ajst-27303	136	7	k.	k.	PROPN
ajst-27303	136	8	he	he	PRON
ajst-27303	136	9	,	,	PUNCT
ajst-27303	136	10	w.	w.	PROPN
ajst-27303	136	11	liu	liu	PROPN
ajst-27303	136	12	,	,	PUNCT
ajst-27303	136	13	x.	x.	PROPN
ajst-27303	136	14	liu	liu	PROPN
ajst-27303	136	15	,	,	PUNCT
ajst-27303	136	16	z.-j	z.-j	PROPN
ajst-27303	136	17	.	.	PUNCT
ajst-27303	137	1	zha	zha	PROPN
ajst-27303	137	2	,	,	PUNCT
ajst-27303	137	3	t.	t.	PROPN
ajst-27303	137	4	mei	mei	PROPN
ajst-27303	137	5	,	,	PUNCT
ajst-27303	137	6	clam	clam	PROPN
ajst-27303	137	7	:	:	PUNCT
ajst-27303	137	8	an	an	DET
ajst-27303	137	9	open	open	ADJ
ajst-27303	137	10	-	-	PUNCT
ajst-27303	137	11	source	source	NOUN
ajst-27303	137	12	library	library	NOUN
ajst-27303	137	13	for	for	ADP
ajst-27303	137	14	performance	performance	NOUN
ajst-27303	137	15	evaluation	evaluation	NOUN
ajst-27303	137	16	of	of	ADP
ajst-27303	137	17	textdriven	textdriven	NOUN
ajst-27303	137	18	human	human	ADJ
ajst-27303	137	19	motion	motion	NOUN
ajst-27303	137	20	generation	generation	NOUN
ajst-27303	137	21	,	,	PUNCT
ajst-27303	137	22	proceedings	proceeding	NOUN
ajst-27303	137	23	of	of	ADP
ajst-27303	137	24	the	the	DET
ajst-27303	137	25	32nd	32nd	ADJ
ajst-27303	137	26	acm	acm	PROPN
ajst-27303	137	27	international	international	ADJ
ajst-27303	137	28	conference	conference	NOUN
ajst-27303	137	29	on	on	ADP
ajst-27303	137	30	multimedia	multimedia	NOUN
ajst-27303	137	31	,	,	PUNCT
ajst-27303	137	32	2024	2024	NUM
ajst-27303	137	33	,	,	PUNCT
ajst-27303	137	34	pp	pp	ADV
ajst-27303	137	35	.	.	PUNCT
ajst-27303	137	36	11194	11194	NUM
ajst-27303	137	37	-	-	SYM
ajst-27303	137	38	11197	11197	NUM
ajst-27303	137	39	.	.	PUNCT
ajst-27303	138	1	[	[	X
ajst-27303	138	2	4	4	X
ajst-27303	138	3	]	]	PUNCT
ajst-27303	138	4	x.	x.	NOUN
ajst-27303	138	5	chen	chen	PROPN
ajst-27303	138	6	,	,	PUNCT
ajst-27303	138	7	w.	w.	PROPN
ajst-27303	138	8	liu	liu	PROPN
ajst-27303	138	9	,	,	PUNCT
ajst-27303	138	10	x.	x.	PROPN
ajst-27303	138	11	liu	liu	PROPN
ajst-27303	138	12	,	,	PUNCT
ajst-27303	138	13	y.	y.	PROPN
ajst-27303	138	14	zhang	zhang	PROPN
ajst-27303	138	15	,	,	PUNCT
ajst-27303	138	16	t.	t.	PROPN
ajst-27303	138	17	mei	mei	PROPN
ajst-27303	138	18	,	,	PUNCT
ajst-27303	138	19	a	a	DET
ajst-27303	138	20	cross	cross	NOUN
ajst-27303	138	21	-	-	NOUN
ajst-27303	138	22	modality	modality	NOUN
ajst-27303	138	23	and	and	CCONJ
ajst-27303	138	24	progressive	progressive	ADJ
ajst-27303	138	25	person	person	NOUN
ajst-27303	138	26	search	search	NOUN
ajst-27303	138	27	system	system	NOUN
ajst-27303	138	28	,	,	PUNCT
ajst-27303	138	29	proceedings	proceeding	NOUN
ajst-27303	138	30	of	of	ADP
ajst-27303	138	31	the	the	DET
ajst-27303	138	32	28th	28th	ADJ
ajst-27303	138	33	acm	acm	PROPN
ajst-27303	138	34	international	international	ADJ
ajst-27303	138	35	conference	conference	NOUN
ajst-27303	138	36	on	on	ADP
ajst-27303	138	37	multimedia	multimedia	NOUN
ajst-27303	138	38	,	,	PUNCT
ajst-27303	138	39	2020	2020	NUM
ajst-27303	138	40	,	,	PUNCT
ajst-27303	138	41	pp	pp	ADP
ajst-27303	138	42	.	.	PUNCT
ajst-27303	138	43	4550	4550	NUM
ajst-27303	138	44	-	-	SYM
ajst-27303	138	45	4552	4552	NUM
ajst-27303	138	46	.	.	PUNCT
ajst-27303	139	1	[	[	X
ajst-27303	139	2	5	5	NUM
ajst-27303	139	3	]	]	PUNCT
ajst-27303	139	4	x.	x.	NOUN
ajst-27303	139	5	chen	chen	PROPN
ajst-27303	139	6	,	,	PUNCT
ajst-27303	139	7	x.	x.	PROPN
ajst-27303	139	8	liu	liu	PROPN
ajst-27303	139	9	,	,	PUNCT
ajst-27303	139	10	k.	k.	PROPN
ajst-27303	139	11	liu	liu	PROPN
ajst-27303	139	12	,	,	PUNCT
ajst-27303	139	13	w.	w.	PROPN
ajst-27303	139	14	liu	liu	PROPN
ajst-27303	139	15	,	,	PUNCT
ajst-27303	139	16	t.	t.	PROPN
ajst-27303	139	17	mei	mei	PROPN
ajst-27303	139	18	,	,	PUNCT
ajst-27303	139	19	a	a	DET
ajst-27303	139	20	baseline	baseline	NOUN
ajst-27303	139	21	framework	framework	NOUN
ajst-27303	139	22	for	for	ADP
ajst-27303	139	23	part	part	ADJ
ajst-27303	139	24	-	-	PUNCT
ajst-27303	139	25	level	level	NOUN
ajst-27303	139	26	action	action	NOUN
ajst-27303	139	27	parsing	parsing	NOUN
ajst-27303	139	28	and	and	CCONJ
ajst-27303	139	29	action	action	NOUN
ajst-27303	139	30	recognition	recognition	NOUN
ajst-27303	139	31	,	,	PUNCT
ajst-27303	139	32	arxiv	arxiv	PROPN
ajst-27303	139	33	preprint	preprint	VERB
ajst-27303	139	34	arxiv:2110.03368	arxiv:2110.03368	NOUN
ajst-27303	139	35	(	(	PUNCT
ajst-27303	139	36	2021	2021	NUM
ajst-27303	139	37	)	)	PUNCT
ajst-27303	139	38	.	.	PUNCT
ajst-27303	140	1	[	[	X
ajst-27303	140	2	6	6	NUM
ajst-27303	140	3	]	]	PUNCT
ajst-27303	140	4	x.	x.	PROPN
ajst-27303	140	5	chen	chen	PROPN
ajst-27303	140	6	,	,	PUNCT
ajst-27303	140	7	x.	x.	PROPN
ajst-27303	140	8	liu	liu	PROPN
ajst-27303	140	9	,	,	PUNCT
ajst-27303	140	10	w.	w.	PROPN
ajst-27303	140	11	liu	liu	PROPN
ajst-27303	140	12	,	,	PUNCT
ajst-27303	140	13	k.	k.	PROPN
ajst-27303	140	14	liu	liu	PROPN
ajst-27303	140	15	,	,	PUNCT
ajst-27303	140	16	d.	d.	PROPN
ajst-27303	140	17	wu	wu	PROPN
ajst-27303	140	18	,	,	PUNCT
ajst-27303	140	19	y.	y.	PROPN
ajst-27303	140	20	zhang	zhang	PROPN
ajst-27303	140	21	,	,	PUNCT
ajst-27303	140	22	t.	t.	PROPN
ajst-27303	140	23	mei	mei	PROPN
ajst-27303	140	24	,	,	PUNCT
ajst-27303	140	25	part	part	ADJ
ajst-27303	140	26	-	-	PUNCT
ajst-27303	140	27	level	level	NOUN
ajst-27303	140	28	action	action	NOUN
ajst-27303	140	29	parsing	parsing	NOUN
ajst-27303	140	30	via	via	ADP
ajst-27303	140	31	a	a	DET
ajst-27303	140	32	pose	pose	NOUN
ajst-27303	140	33	-	-	PUNCT
ajst-27303	140	34	guided	guide	VERB
ajst-27303	140	35	coarse	coarse	NOUN
ajst-27303	140	36	-	-	PUNCT
ajst-27303	140	37	to	to	ADP
ajst-27303	140	38	-	-	PUNCT
ajst-27303	140	39	fine	fine	ADJ
ajst-27303	140	40	framework	framework	NOUN
ajst-27303	140	41	,	,	PUNCT
ajst-27303	140	42	2022	2022	NUM
ajst-27303	140	43	ieee	ieee	NOUN
ajst-27303	140	44	international	international	ADJ
ajst-27303	140	45	symposium	symposium	NOUN
ajst-27303	140	46	on	on	ADP
ajst-27303	140	47	circuits	circuit	NOUN
ajst-27303	140	48	and	and	CCONJ
ajst-27303	140	49	systems	system	NOUN
ajst-27303	140	50	(	(	PUNCT
ajst-27303	140	51	iscas	iscas	PROPN
ajst-27303	140	52	)	)	PUNCT
ajst-27303	140	53	,	,	PUNCT
ajst-27303	140	54	ieee	ieee	NOUN
ajst-27303	140	55	,	,	PUNCT
ajst-27303	140	56	2022	2022	NUM
ajst-27303	140	57	,	,	PUNCT
ajst-27303	140	58	pp	pp	ADJ
ajst-27303	140	59	.	.	PUNCT
ajst-27303	140	60	419	419	NUM
ajst-27303	140	61	-	-	SYM
ajst-27303	140	62	423	423	NUM
ajst-27303	140	63	.	.	PUNCT
ajst-27303	141	1	[	[	X
ajst-27303	141	2	7	7	X
ajst-27303	141	3	]	]	X
ajst-27303	141	4	m.	m.	NOUN
ajst-27303	141	5	qu	qu	PROPN
ajst-27303	141	6	,	,	PUNCT
ajst-27303	141	7	x.	x.	PROPN
ajst-27303	141	8	chen	chen	PROPN
ajst-27303	141	9	,	,	PUNCT
ajst-27303	141	10	w.	w.	PROPN
ajst-27303	141	11	liu	liu	PROPN
ajst-27303	141	12	,	,	PUNCT
ajst-27303	141	13	a.	a.	PROPN
ajst-27303	141	14	li	li	PROPN
ajst-27303	141	15	,	,	PUNCT
ajst-27303	141	16	y.	y.	PROPN
ajst-27303	141	17	zhao	zhao	PROPN
ajst-27303	141	18	,	,	PUNCT
ajst-27303	141	19	chatvtg	chatvtg	NOUN
ajst-27303	141	20	:	:	PUNCT
ajst-27303	141	21	video	video	NOUN
ajst-27303	141	22	temporal	temporal	ADJ
ajst-27303	141	23	grounding	grounding	NOUN
ajst-27303	141	24	via	via	ADP
ajst-27303	141	25	chat	chat	NOUN
ajst-27303	141	26	with	with	ADP
ajst-27303	141	27	video	video	NOUN
ajst-27303	141	28	dialogue	dialogue	NOUN
ajst-27303	141	29	large	large	ADJ
ajst-27303	141	30	language	language	NOUN
ajst-27303	141	31	models	model	NOUN
ajst-27303	141	32	,	,	PUNCT
ajst-27303	141	33	proceedings	proceeding	NOUN
ajst-27303	141	34	of	of	ADP
ajst-27303	141	35	the	the	DET
ajst-27303	141	36	ieee	ieee	NOUN
ajst-27303	141	37	/	/	SYM
ajst-27303	141	38	cvf	cvf	NOUN
ajst-27303	141	39	conference	conference	NOUN
ajst-27303	141	40	on	on	ADP
ajst-27303	141	41	computer	computer	NOUN
ajst-27303	141	42	vision	vision	NOUN
ajst-27303	141	43	and	and	CCONJ
ajst-27303	141	44	pattern	pattern	NOUN
ajst-27303	141	45	recognition	recognition	NOUN
ajst-27303	141	46	,	,	PUNCT
ajst-27303	141	47	2024	2024	NUM
ajst-27303	141	48	,	,	PUNCT
ajst-27303	141	49	pp	pp	ADJ
ajst-27303	141	50	.	.	PUNCT
ajst-27303	141	51	18471856	18471856	NUM
ajst-27303	141	52	.	.	PUNCT
ajst-27303	142	1	[	[	X
ajst-27303	142	2	8	8	NUM
ajst-27303	142	3	]	]	PUNCT
ajst-27303	142	4	l.	l.	PROPN
ajst-27303	142	5	yang	yang	PROPN
ajst-27303	142	6	,	,	PUNCT
ajst-27303	142	7	z.	z.	PROPN
ajst-27303	142	8	zhang	zhang	PROPN
ajst-27303	142	9	,	,	PUNCT
ajst-27303	142	10	j.	j.	PROPN
ajst-27303	142	11	han	han	PROPN
ajst-27303	142	12	,	,	PUNCT
ajst-27303	142	13	b.	b.	PROPN
ajst-27303	142	14	zeng	zeng	PROPN
ajst-27303	142	15	,	,	PUNCT
ajst-27303	142	16	r.	r.	PROPN
ajst-27303	142	17	li	li	PROPN
ajst-27303	142	18	,	,	PUNCT
ajst-27303	142	19	p.	p.	PROPN
ajst-27303	142	20	torr	torr	PROPN
ajst-27303	142	21	,	,	PUNCT
ajst-27303	142	22	w.	w.	PROPN
ajst-27303	142	23	zhang	zhang	PROPN
ajst-27303	142	24	,	,	PUNCT
ajst-27303	142	25	semantic	semantic	ADJ
ajst-27303	142	26	score	score	NOUN
ajst-27303	142	27	distillation	distillation	NOUN
ajst-27303	142	28	sampling	sample	VERB
ajst-27303	142	29	for	for	ADP
ajst-27303	142	30	compositional	compositional	ADJ
ajst-27303	142	31	textto-3d	textto-3d	NOUN
ajst-27303	142	32	generation	generation	NOUN
ajst-27303	142	33	,	,	PUNCT
ajst-27303	142	34	arxiv	arxiv	PROPN
ajst-27303	142	35	preprint	preprint	NOUN
ajst-27303	142	36	arxiv:2410.09009	arxiv:2410.09009	X
ajst-27303	142	37	(	(	PUNCT
ajst-27303	142	38	2024	2024	NUM
ajst-27303	142	39	)	)	PUNCT
ajst-27303	142	40	.	.	PUNCT
ajst-27303	143	1	[	[	X
ajst-27303	143	2	9	9	NUM
ajst-27303	143	3	]	]	PUNCT
ajst-27303	143	4	z.	z.	PROPN
ajst-27303	143	5	gui	gui	PROPN
ajst-27303	143	6	,	,	PUNCT
ajst-27303	143	7	s.	s.	PROPN
ajst-27303	143	8	sun	sun	PROPN
ajst-27303	143	9	,	,	PUNCT
ajst-27303	143	10	r.	r.	PROPN
ajst-27303	143	11	li	li	PROPN
ajst-27303	143	12	,	,	PUNCT
ajst-27303	143	13	j.	j.	PROPN
ajst-27303	143	14	yuan	yuan	PROPN
ajst-27303	143	15	,	,	PUNCT
ajst-27303	143	16	z.	z.	PROPN
ajst-27303	143	17	an	an	PROPN
ajst-27303	143	18	,	,	PUNCT
ajst-27303	143	19	k.	k.	PROPN
ajst-27303	143	20	roth	roth	PROPN
ajst-27303	143	21	,	,	PUNCT
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ajst-27303	143	23	prabhu	prabhu	NOUN
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ajst-27303	143	25	p.	p.	PROPN
ajst-27303	143	26	torr	torr	PROPN
ajst-27303	143	27	,	,	PUNCT
ajst-27303	143	28	knn	knn	PROPN
ajst-27303	143	29	-	-	PUNCT
ajst-27303	143	30	clip	clip	PROPN
ajst-27303	143	31	:	:	PUNCT
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ajst-27303	143	33	enables	enable	VERB
ajst-27303	143	34	training	training	NOUN
ajst-27303	143	35	-	-	PUNCT
ajst-27303	143	36	free	free	ADJ
ajst-27303	143	37	segmentation	segmentation	NOUN
ajst-27303	143	38	on	on	ADP
ajst-27303	143	39	continually	continually	ADV
ajst-27303	143	40	expanding	expand	VERB
ajst-27303	143	41	large	large	ADJ
ajst-27303	143	42	vocabularies	vocabulary	NOUN
ajst-27303	143	43	,	,	PUNCT
ajst-27303	143	44	arxiv	arxiv	PROPN
ajst-27303	143	45	preprint	preprint	VERB
ajst-27303	143	46	arxiv:2404.09447	arxiv:2404.09447	NOUN
ajst-27303	143	47	(	(	PUNCT
ajst-27303	143	48	2024	2024	NUM
ajst-27303	143	49	)	)	PUNCT
ajst-27303	143	50	.	.	PUNCT
ajst-27303	144	1	[	[	X
ajst-27303	144	2	10	10	NUM
ajst-27303	144	3	]	]	X
ajst-27303	144	4	b.	b.	PROPN
ajst-27303	144	5	wang	wang	PROPN
ajst-27303	144	6	,	,	PUNCT
ajst-27303	144	7	h.	h.	PROPN
ajst-27303	144	8	duan	duan	PROPN
ajst-27303	144	9	,	,	PUNCT
ajst-27303	144	10	y.	y.	PROPN
ajst-27303	144	11	feng	feng	PROPN
ajst-27303	144	12	,	,	PUNCT
ajst-27303	144	13	x.	x.	PROPN
ajst-27303	144	14	chen	chen	PROPN
ajst-27303	144	15	,	,	PUNCT
ajst-27303	144	16	y.	y.	PROPN
ajst-27303	144	17	fu	fu	PROPN
ajst-27303	144	18	,	,	PUNCT
ajst-27303	144	19	z.	z.	PROPN
ajst-27303	144	20	mo	mo	PROPN
ajst-27303	144	21	,	,	PUNCT
ajst-27303	144	22	x.	x.	PROPN
ajst-27303	144	23	di	di	PROPN
ajst-27303	144	24	,	,	PUNCT
ajst-27303	144	25	can	can	AUX
ajst-27303	144	26	llms	llm	NOUN
ajst-27303	144	27	understand	understand	VERB
ajst-27303	144	28	social	social	ADJ
ajst-27303	144	29	norms	norm	NOUN
ajst-27303	144	30	in	in	ADP
ajst-27303	144	31	autonomous	autonomous	ADJ
ajst-27303	144	32	driving	driving	NOUN
ajst-27303	144	33	games	game	NOUN
ajst-27303	144	34	?	?	PUNCT
ajst-27303	144	35	,	,	PUNCT
ajst-27303	144	36	arxiv	arxiv	PROPN
ajst-27303	144	37	preprint	preprint	VERB
ajst-27303	144	38	arxiv:2408.12680	arxiv:2408.12680	PROPN
ajst-27303	144	39	(	(	PUNCT
ajst-27303	144	40	2024	2024	NUM
ajst-27303	144	41	)	)	PUNCT
ajst-27303	144	42	.	.	PUNCT
ajst-27303	145	1	[	[	X
ajst-27303	145	2	11	11	NUM
ajst-27303	145	3	]	]	PUNCT
ajst-27303	145	4	h.	h.	PROPN
ajst-27303	145	5	liu	liu	PROPN
ajst-27303	145	6	,	,	PUNCT
ajst-27303	145	7	x.	x.	PROPN
ajst-27303	145	8	chen	chen	PROPN
ajst-27303	145	9	,	,	PUNCT
ajst-27303	145	10	x.	x.	PROPN
ajst-27303	145	11	liu	liu	PROPN
ajst-27303	145	12	,	,	PUNCT
ajst-27303	145	13	x.	x.	PROPN
ajst-27303	145	14	gu	gu	PROPN
ajst-27303	145	15	,	,	PUNCT
ajst-27303	145	16	w.	w.	PROPN
ajst-27303	145	17	liu	liu	PROPN
ajst-27303	145	18	,	,	PUNCT
ajst-27303	145	19	animateanywhere	animateanywhere	ADV
ajst-27303	145	20	:	:	PUNCT
ajst-27303	145	21	context	context	ADJ
ajst-27303	145	22	-	-	PUNCT
ajst-27303	145	23	controllable	controllable	ADJ
ajst-27303	145	24	human	human	ADJ
ajst-27303	145	25	video	video	NOUN
ajst-27303	145	26	generation	generation	NOUN
ajst-27303	145	27	with	with	ADP
ajst-27303	145	28	idconsistent	idconsistent	ADJ
ajst-27303	145	29	one	one	NUM
ajst-27303	145	30	-	-	PUNCT
ajst-27303	145	31	shot	shot	NOUN
ajst-27303	145	32	learning	learning	NOUN
ajst-27303	145	33	,	,	PUNCT
ajst-27303	145	34	proceedings	proceeding	NOUN
ajst-27303	145	35	of	of	ADP
ajst-27303	145	36	the	the	DET
ajst-27303	145	37	5th	5th	ADJ
ajst-27303	145	38	international	international	ADJ
ajst-27303	145	39	workshop	workshop	NOUN
ajst-27303	145	40	on	on	ADP
ajst-27303	145	41	human	human	ADJ
ajst-27303	145	42	-	-	PUNCT
ajst-27303	145	43	centric	centric	ADJ
ajst-27303	145	44	multimedia	multimedia	NOUN
ajst-27303	145	45	analysis	analysis	NOUN
ajst-27303	145	46	,	,	PUNCT
ajst-27303	145	47	2024	2024	NUM
ajst-27303	145	48	,	,	PUNCT
ajst-27303	145	49	pp	pp	ADJ
ajst-27303	145	50	.	.	PUNCT
ajst-27303	146	1	41	41	NUM
ajst-27303	146	2	-	-	SYM
ajst-27303	146	3	43	43	NUM
ajst-27303	146	4	.	.	PUNCT
ajst-27303	147	1	[	[	X
ajst-27303	147	2	12	12	NUM
ajst-27303	147	3	]	]	PUNCT
ajst-27303	147	4	m.	m.	NOUN
ajst-27303	147	5	yin	yin	PROPN
ajst-27303	147	6	,	,	PUNCT
ajst-27303	147	7	t.	t.	PROPN
ajst-27303	147	8	li	li	PROPN
ajst-27303	147	9	,	,	PUNCT
ajst-27303	147	10	h.	h.	PROPN
ajst-27303	147	11	lei	lei	PROPN
ajst-27303	147	12	,	,	PUNCT
ajst-27303	147	13	y.	y.	PROPN
ajst-27303	147	14	hu	hu	PROPN
ajst-27303	147	15	,	,	PUNCT
ajst-27303	147	16	s.	s.	PROPN
ajst-27303	147	17	rangan	rangan	PROPN
ajst-27303	147	18	,	,	PUNCT
ajst-27303	147	19	q.	q.	PROPN
ajst-27303	147	20	zhu	zhu	PROPN
ajst-27303	147	21	,	,	PUNCT
ajst-27303	147	22	zero	zero	NUM
ajst-27303	147	23	-	-	PUNCT
ajst-27303	147	24	shot	shot	NOUN
ajst-27303	147	25	wireless	wireless	ADJ
ajst-27303	147	26	indoor	indoor	ADJ
ajst-27303	147	27	navigation	navigation	NOUN
ajst-27303	147	28	through	through	ADP
ajst-27303	147	29	physics	physics	NOUN
ajst-27303	147	30	-	-	PUNCT
ajst-27303	147	31	informed	inform	VERB
ajst-27303	147	32	reinforcement	reinforcement	NOUN
ajst-27303	147	33	learning	learning	NOUN
ajst-27303	147	34	,	,	PUNCT
ajst-27303	147	35	2024	2024	NUM
ajst-27303	147	36	ieee	ieee	PROPN
ajst-27303	147	37	international	international	ADJ
ajst-27303	147	38	conference	conference	NOUN
ajst-27303	147	39	on	on	ADP
ajst-27303	147	40	robotics	robotic	NOUN
ajst-27303	147	41	and	and	CCONJ
ajst-27303	147	42	automation	automation	NOUN
ajst-27303	147	43	(	(	PUNCT
ajst-27303	147	44	icra	icra	PROPN
ajst-27303	147	45	)	)	PUNCT
ajst-27303	147	46	,	,	PUNCT
ajst-27303	147	47	ieee	ieee	NOUN
ajst-27303	147	48	,	,	PUNCT
ajst-27303	147	49	2024	2024	NUM
ajst-27303	147	50	,	,	PUNCT
ajst-27303	147	51	pp	pp	ADV
ajst-27303	147	52	.	.	PUNCT
ajst-27303	148	1	51115118	51115118	NUM
ajst-27303	148	2	.	.	PUNCT
ajst-27303	149	1	[	[	X
ajst-27303	149	2	13	13	NUM
ajst-27303	149	3	]	]	PUNCT
ajst-27303	149	4	k.	k.	PROPN
ajst-27303	149	5	huang	huang	PROPN
ajst-27303	149	6	,	,	PUNCT
ajst-27303	149	7	x.	x.	PROPN
ajst-27303	149	8	chen	chen	PROPN
ajst-27303	149	9	,	,	PUNCT
ajst-27303	149	10	x.	x.	PROPN
ajst-27303	149	11	di	di	PROPN
ajst-27303	149	12	,	,	PUNCT
ajst-27303	149	13	q.	q.	PROPN
ajst-27303	149	14	du	du	PROPN
ajst-27303	149	15	,	,	PUNCT
ajst-27303	149	16	dynamic	dynamic	ADJ
ajst-27303	149	17	driving	driving	NOUN
ajst-27303	149	18	and	and	CCONJ
ajst-27303	149	19	routing	routing	NOUN
ajst-27303	149	20	games	game	NOUN
ajst-27303	149	21	for	for	ADP
ajst-27303	149	22	autonomous	autonomous	ADJ
ajst-27303	149	23	vehicles	vehicle	NOUN
ajst-27303	149	24	on	on	ADP
ajst-27303	149	25	networks	network	NOUN
ajst-27303	149	26	:	:	PUNCT
ajst-27303	149	27	a	a	DET
ajst-27303	149	28	mean	mean	ADJ
ajst-27303	149	29	field	field	NOUN
ajst-27303	149	30	game	game	NOUN
ajst-27303	149	31	approach	approach	NOUN
ajst-27303	149	32	,	,	PUNCT
ajst-27303	149	33	transportation	transportation	NOUN
ajst-27303	149	34	research	research	NOUN
ajst-27303	149	35	part	part	NOUN
ajst-27303	149	36	c	c	NOUN
ajst-27303	149	37	:	:	PUNCT
ajst-27303	149	38	emerging	emerge	VERB
ajst-27303	149	39	technologies	technology	NOUN
ajst-27303	149	40	128	128	NUM
ajst-27303	149	41	(	(	PUNCT
ajst-27303	149	42	2021	2021	NUM
ajst-27303	149	43	)	)	PUNCT
ajst-27303	149	44	103189	103189	NUM
ajst-27303	149	45	.	.	PUNCT
ajst-27303	150	1	[	[	X
ajst-27303	150	2	14	14	NUM
ajst-27303	150	3	]	]	PUNCT
ajst-27303	150	4	j.	j.	PROPN
ajst-27303	150	5	huo	huo	PROPN
ajst-27303	150	6	,	,	PUNCT
ajst-27303	150	7	h.	h.	PROPN
ajst-27303	150	8	li	li	PROPN
ajst-27303	150	9	,	,	PUNCT
ajst-27303	150	10	j.	j.	PROPN
ajst-27303	150	11	roveda	roveda	PROPN
ajst-27303	150	12	,	,	PUNCT
ajst-27303	150	13	s.f	s.f	PROPN
ajst-27303	150	14	.	.	PROPN
ajst-27303	150	15	quan	quan	PROPN
ajst-27303	150	16	,	,	PUNCT
ajst-27303	150	17	a.	a.	PROPN
ajst-27303	150	18	li	li	PROPN
ajst-27303	150	19	,	,	PUNCT
ajst-27303	150	20	a	a	DET
ajst-27303	150	21	multi	multi	ADJ
ajst-27303	150	22	-	-	ADJ
ajst-27303	150	23	task	task	ADJ
ajst-27303	150	24	deep	deep	ADJ
ajst-27303	150	25	learning	learning	NOUN
ajst-27303	150	26	algorithm	algorithm	NOUN
ajst-27303	150	27	for	for	ADP
ajst-27303	150	28	sleep	sleep	NOUN
ajst-27303	150	29	stage	stage	NOUN
ajst-27303	150	30	scoring	scoring	NOUN
ajst-27303	150	31	and	and	CCONJ
ajst-27303	150	32	sleep	sleep	VERB
ajst-27303	150	33	arousal	arousal	ADJ
ajst-27303	150	34	detection	detection	NOUN
ajst-27303	150	35	,	,	PUNCT
ajst-27303	150	36	authorea	authorea	ADJ
ajst-27303	150	37	preprints	preprint	NOUN
ajst-27303	150	38	(	(	PUNCT
ajst-27303	150	39	2023	2023	NUM
ajst-27303	150	40	)	)	PUNCT
ajst-27303	150	41	.	.	PUNCT
ajst-27303	151	1	[	[	X
ajst-27303	151	2	15	15	NUM
ajst-27303	151	3	]	]	X
ajst-27303	151	4	h.	h.	PROPN
ajst-27303	151	5	guo	guo	PROPN
ajst-27303	151	6	,	,	PUNCT
ajst-27303	151	7	a.b	a.b	PROPN
ajst-27303	151	8	.	.	PROPN
ajst-27303	151	9	tikhomirov	tikhomirov	PROPN
ajst-27303	151	10	,	,	PUNCT
ajst-27303	151	11	a.	a.	PROPN
ajst-27303	151	12	mitchell	mitchell	PROPN
ajst-27303	151	13	,	,	PUNCT
ajst-27303	151	14	i.p.j	i.p.j	NOUN
ajst-27303	151	15	.	.	PUNCT
ajst-27303	151	16	alwayn	alwayn	PROPN
ajst-27303	151	17	,	,	PUNCT
ajst-27303	151	18	h.	h.	PROPN
ajst-27303	151	19	zeng	zeng	PROPN
ajst-27303	151	20	,	,	PUNCT
ajst-27303	151	21	k.c	k.c	PROPN
ajst-27303	151	22	.	.	PROPN
ajst-27303	151	23	hewitt	hewitt	PROPN
ajst-27303	151	24	,	,	PUNCT
ajst-27303	151	25	real	real	ADJ
ajst-27303	151	26	-	-	PUNCT
ajst-27303	151	27	time	time	NOUN
ajst-27303	151	28	assessment	assessment	NOUN
ajst-27303	151	29	of	of	ADP
ajst-27303	151	30	liver	liver	NOUN
ajst-27303	151	31	fat	fat	ADJ
ajst-27303	151	32	content	content	NOUN
ajst-27303	151	33	using	use	VERB
ajst-27303	151	34	a	a	DET
ajst-27303	151	35	filter	filter	NOUN
ajst-27303	151	36	-	-	PUNCT
ajst-27303	151	37	based	base	VERB
ajst-27303	151	38	raman	raman	NOUN
ajst-27303	151	39	system	system	NOUN
ajst-27303	151	40	operating	operate	VERB
ajst-27303	151	41	under	under	ADP
ajst-27303	151	42	ambient	ambient	ADJ
ajst-27303	151	43	light	light	NOUN
ajst-27303	151	44	through	through	ADP
ajst-27303	151	45	lock	lock	NOUN
ajst-27303	151	46	-	-	PUNCT
ajst-27303	151	47	in	in	ADP
ajst-27303	151	48	amplification	amplification	NOUN
ajst-27303	151	49	,	,	PUNCT
ajst-27303	151	50	biomedical	biomedical	ADJ
ajst-27303	151	51	optics	optic	NOUN
ajst-27303	151	52	express	express	VERB
ajst-27303	151	53	13(10	13(10	NUM
ajst-27303	151	54	)	)	PUNCT
ajst-27303	151	55	(	(	PUNCT
ajst-27303	151	56	2022	2022	NUM
ajst-27303	151	57	)	)	PUNCT
ajst-27303	151	58	5231	5231	NUM
ajst-27303	151	59	-	-	SYM
ajst-27303	151	60	5245	5245	NUM
ajst-27303	151	61	.	.	PUNCT
ajst-27303	152	1	[	[	X
ajst-27303	152	2	16	16	NUM
ajst-27303	152	3	]	]	X
ajst-27303	152	4	h.	h.	PROPN
ajst-27303	152	5	guo	guo	PROPN
ajst-27303	152	6	,	,	PUNCT
ajst-27303	152	7	b.l	b.l	PROPN
ajst-27303	152	8	.	.	PROPN
ajst-27303	152	9	gala	gala	NOUN
ajst-27303	152	10	-	-	PUNCT
ajst-27303	152	11	lopez	lopez	NOUN
ajst-27303	152	12	,	,	PUNCT
ajst-27303	152	13	i.p	i.p	PROPN
ajst-27303	152	14	.	.	X
ajst-27303	152	15	alwayn	alwayn	PROPN
ajst-27303	152	16	,	,	PUNCT
ajst-27303	152	17	k.c	k.c	PROPN
ajst-27303	152	18	.	.	PROPN
ajst-27303	152	19	hewitt	hewitt	PROPN
ajst-27303	152	20	,	,	PUNCT
ajst-27303	152	21	liver	liver	NOUN
ajst-27303	152	22	discard	discard	ADJ
ajst-27303	152	23	rate	rate	NOUN
ajst-27303	152	24	due	due	ADP
ajst-27303	152	25	to	to	ADP
ajst-27303	152	26	conservative	conservative	ADJ
ajst-27303	152	27	estimations	estimation	NOUN
ajst-27303	152	28	of	of	ADP
ajst-27303	152	29	steatosis	steatosis	NOUN
ajst-27303	152	30	:	:	PUNCT
ajst-27303	152	31	an	an	DET
ajst-27303	152	32	inference	inference	NOUN
ajst-27303	152	33	-	-	PUNCT
ajst-27303	152	34	based	base	VERB
ajst-27303	152	35	approach	approach	NOUN
ajst-27303	152	36	,	,	PUNCT
ajst-27303	152	37	medrxiv	medrxiv	X
ajst-27303	152	38	(	(	PUNCT
ajst-27303	152	39	2023	2023	NUM
ajst-27303	152	40	)	)	PUNCT
ajst-27303	152	41	2023.12	2023.12	NUM
ajst-27303	152	42	.	.	PUNCT
ajst-27303	152	43	04.23299406	04.23299406	NUM
ajst-27303	152	44	.	.	PUNCT
ajst-27303	153	1	[	[	X
ajst-27303	153	2	17	17	NUM
ajst-27303	153	3	]	]	PUNCT
ajst-27303	153	4	j.	j.	PROPN
ajst-27303	153	5	huo	huo	PROPN
ajst-27303	153	6	,	,	PUNCT
ajst-27303	153	7	machine	machine	NOUN
ajst-27303	153	8	learning	learn	VERB
ajst-27303	153	9	application	application	NOUN
ajst-27303	153	10	in	in	ADP
ajst-27303	153	11	sleep	sleep	NOUN
ajst-27303	153	12	disorder	disorder	NOUN
ajst-27303	153	13	analysis	analysis	NOUN
ajst-27303	153	14	,	,	PUNCT
ajst-27303	153	15	the	the	DET
ajst-27303	153	16	university	university	PROPN
ajst-27303	153	17	of	of	ADP
ajst-27303	153	18	arizona	arizona	PROPN
ajst-27303	153	19	,	,	PUNCT
ajst-27303	153	20	2023	2023	NUM
ajst-27303	153	21	.	.	PUNCT
ajst-27303	154	1	[	[	X
ajst-27303	154	2	18	18	NUM
ajst-27303	154	3	]	]	X
ajst-27303	154	4	c.	c.	PROPN
ajst-27303	154	5	ding	ding	PROPN
ajst-27303	154	6	,	,	PUNCT
ajst-27303	154	7	t.	t.	NOUN
ajst-27303	154	8	yao	yao	PROPN
ajst-27303	154	9	,	,	PUNCT
ajst-27303	154	10	c.	c.	PROPN
ajst-27303	154	11	wu	wu	PROPN
ajst-27303	154	12	,	,	PUNCT
ajst-27303	154	13	j.	j.	PROPN
ajst-27303	154	14	ni	ni	PROPN
ajst-27303	154	15	,	,	PUNCT
ajst-27303	154	16	deep	deep	ADJ
ajst-27303	154	17	learning	learning	NOUN
ajst-27303	154	18	for	for	ADP
ajst-27303	154	19	personalized	personalized	ADJ
ajst-27303	154	20	electrocardiogram	electrocardiogram	NOUN
ajst-27303	154	21	diagnosis	diagnosis	NOUN
ajst-27303	154	22	:	:	PUNCT
ajst-27303	154	23	a	a	DET
ajst-27303	154	24	review	review	NOUN
ajst-27303	154	25	,	,	PUNCT
ajst-27303	154	26	arxiv	arxiv	PROPN
ajst-27303	154	27	preprint	preprint	VERB
ajst-27303	154	28	arxiv:2409.07975	arxiv:2409.07975	NOUN
ajst-27303	154	29	(	(	PUNCT
ajst-27303	154	30	2024	2024	NUM
ajst-27303	154	31	)	)	PUNCT
ajst-27303	154	32	.	.	PUNCT
ajst-27303	155	1	[	[	X
ajst-27303	155	2	19	19	NUM
ajst-27303	155	3	]	]	PUNCT
ajst-27303	155	4	j.	j.	PROPN
ajst-27303	155	5	huo	huo	PROPN
ajst-27303	155	6	,	,	PUNCT
ajst-27303	155	7	s.f	s.f	PROPN
ajst-27303	155	8	.	.	PROPN
ajst-27303	155	9	quan	quan	PROPN
ajst-27303	155	10	,	,	PUNCT
ajst-27303	155	11	j.	j.	PROPN
ajst-27303	155	12	roveda	roveda	PROPN
ajst-27303	155	13	,	,	PUNCT
ajst-27303	155	14	a.	a.	PROPN
ajst-27303	155	15	li	li	PROPN
ajst-27303	155	16	,	,	PUNCT
ajst-27303	155	17	bash	bash	NOUN
ajst-27303	155	18	-	-	PUNCT
ajst-27303	155	19	gn	gn	NOUN
ajst-27303	155	20	:	:	PUNCT
ajst-27303	155	21	a	a	DET
ajst-27303	155	22	new	new	ADJ
ajst-27303	155	23	machine	machine	NOUN
ajst-27303	155	24	learning	learning	NOUN
ajst-27303	155	25	–	–	PUNCT
ajst-27303	155	26	derived	derive	VERB
ajst-27303	155	27	questionnaire	questionnaire	NOUN
ajst-27303	155	28	for	for	ADP
ajst-27303	155	29	screening	screen	VERB
ajst-27303	155	30	obstructive	obstructive	ADJ
ajst-27303	155	31	sleep	sleep	NOUN
ajst-27303	155	32	apnea	apnea	NOUN
ajst-27303	155	33	,	,	PUNCT
ajst-27303	155	34	sleep	sleep	NOUN
ajst-27303	155	35	and	and	CCONJ
ajst-27303	155	36	breathing	breathe	VERB
ajst-27303	155	37	27(2	27(2	NUM
ajst-27303	155	38	)	)	PUNCT
ajst-27303	155	39	(	(	PUNCT
ajst-27303	155	40	2023	2023	NUM
ajst-27303	155	41	)	)	PUNCT
ajst-27303	155	42	449	449	NUM
ajst-27303	155	43	-	-	SYM
ajst-27303	155	44	457	457	NUM
ajst-27303	155	45	.	.	PUNCT
ajst-27303	156	1	[	[	X
ajst-27303	156	2	20	20	NUM
ajst-27303	156	3	]	]	PUNCT
ajst-27303	156	4	j.	j.	PROPN
ajst-27303	156	5	yang	yang	PROPN
ajst-27303	156	6	,	,	PUNCT
ajst-27303	156	7	research	research	NOUN
ajst-27303	156	8	on	on	ADP
ajst-27303	156	9	the	the	DET
ajst-27303	156	10	propagation	propagation	NOUN
ajst-27303	156	11	model	model	NOUN
ajst-27303	156	12	of	of	ADP
ajst-27303	156	13	covid-19	covid-19	PROPN
ajst-27303	156	14	based	base	VERB
ajst-27303	156	15	on	on	ADP
ajst-27303	156	16	virus	virus	NOUN
ajst-27303	156	17	dynamics	dynamic	NOUN
ajst-27303	156	18	,	,	PUNCT
ajst-27303	156	19	second	second	ADJ
ajst-27303	156	20	international	international	ADJ
ajst-27303	156	21	conference	conference	NOUN
ajst-27303	156	22	on	on	ADP
ajst-27303	156	23	biological	biological	ADJ
ajst-27303	156	24	engineering	engineering	NOUN
ajst-27303	156	25	and	and	CCONJ
ajst-27303	156	26	medical	medical	ADJ
ajst-27303	156	27	science	science	NOUN
ajst-27303	156	28	(	(	PUNCT
ajst-27303	156	29	icbiomed	icbiome	VERB
ajst-27303	156	30	2022	2022	NUM
ajst-27303	156	31	)	)	PUNCT
ajst-27303	156	32	,	,	PUNCT
ajst-27303	156	33	spie	spie	NOUN
ajst-27303	156	34	,	,	PUNCT
ajst-27303	156	35	2023	2023	NUM
ajst-27303	156	36	,	,	PUNCT
ajst-27303	156	37	pp	pp	ADJ
ajst-27303	156	38	.	.	PUNCT
ajst-27303	157	1	962	962	NUM
ajst-27303	157	2	-	-	SYM
ajst-27303	157	3	967	967	NUM
ajst-27303	157	4	.	.	PUNCT
ajst-27303	158	1	[	[	X
ajst-27303	158	2	21	21	NUM
ajst-27303	158	3	]	]	PUNCT
ajst-27303	158	4	j.	j.	PROPN
ajst-27303	158	5	yang	yang	PROPN
ajst-27303	158	6	,	,	PUNCT
ajst-27303	158	7	predicting	predict	VERB
ajst-27303	158	8	water	water	NOUN
ajst-27303	158	9	quality	quality	NOUN
ajst-27303	158	10	through	through	ADP
ajst-27303	158	11	daily	daily	ADJ
ajst-27303	158	12	concentration	concentration	NOUN
ajst-27303	158	13	of	of	ADP
ajst-27303	158	14	dissolved	dissolve	VERB
ajst-27303	158	15	oxygen	oxygen	NOUN
ajst-27303	158	16	using	use	VERB
ajst-27303	158	17	improved	improve	VERB
ajst-27303	158	18	artificial	artificial	ADJ
ajst-27303	158	19	intelligence	intelligence	NOUN
ajst-27303	158	20	,	,	PUNCT
ajst-27303	158	21	scientific	scientific	ADJ
ajst-27303	158	22	reports	report	NOUN
ajst-27303	158	23	13(1	13(1	NUM
ajst-27303	158	24	)	)	PUNCT
ajst-27303	158	25	(	(	PUNCT
ajst-27303	158	26	2023	2023	NUM
ajst-27303	158	27	)	)	PUNCT
ajst-27303	158	28	20370	20370	NUM
ajst-27303	158	29	.	.	PUNCT
ajst-27303	159	1	[	[	X
ajst-27303	159	2	22	22	NUM
ajst-27303	159	3	]	]	PUNCT
ajst-27303	159	4	j.	j.	PROPN
ajst-27303	159	5	huo	huo	PROPN
ajst-27303	159	6	,	,	PUNCT
ajst-27303	159	7	y.	y.	PROPN
ajst-27303	159	8	wang	wang	PROPN
ajst-27303	159	9	,	,	PUNCT
ajst-27303	159	10	n.	n.	PROPN
ajst-27303	159	11	wang	wang	PROPN
ajst-27303	159	12	,	,	PUNCT
ajst-27303	159	13	w.	w.	PROPN
ajst-27303	159	14	gao	gao	PROPN
ajst-27303	159	15	,	,	PUNCT
ajst-27303	159	16	j.	j.	PROPN
ajst-27303	159	17	zhou	zhou	PROPN
ajst-27303	159	18	,	,	PUNCT
ajst-27303	159	19	y.	y.	PROPN
ajst-27303	159	20	cao	cao	PROPN
ajst-27303	159	21	,	,	PUNCT
ajst-27303	159	22	datadriven	datadriven	ADJ
ajst-27303	159	23	design	design	NOUN
ajst-27303	159	24	and	and	CCONJ
ajst-27303	159	25	optimization	optimization	NOUN
ajst-27303	159	26	of	of	ADP
ajst-27303	159	27	ultra	ultra	ADJ
ajst-27303	159	28	-	-	ADJ
ajst-27303	159	29	tunable	tunable	ADJ
ajst-27303	159	30	acoustic	acoustic	ADJ
ajst-27303	159	31	metamaterials	metamaterial	NOUN
ajst-27303	159	32	,	,	PUNCT
ajst-27303	159	33	smart	smart	ADJ
ajst-27303	159	34	materials	material	NOUN
ajst-27303	159	35	and	and	CCONJ
ajst-27303	159	36	structures	structure	NOUN
ajst-27303	159	37	32(5	32(5	NOUN
ajst-27303	159	38	)	)	PUNCT
ajst-27303	159	39	(	(	PUNCT
ajst-27303	159	40	2023	2023	NUM
ajst-27303	159	41	)	)	PUNCT
ajst-27303	159	42	05lt01	05lt01	NOUN
ajst-27303	159	43	.	.	PUNCT
ajst-27303	160	1	[	[	X
ajst-27303	160	2	23	23	NUM
ajst-27303	160	3	]	]	X
ajst-27303	160	4	y.	y.	PROPN
ajst-27303	160	5	guo	guo	PROPN
ajst-27303	160	6	,	,	PUNCT
ajst-27303	160	7	o.w	o.w	PROPN
ajst-27303	160	8	.	.	PROPN
ajst-27303	160	9	bhatti	bhatti	PROPN
ajst-27303	160	10	,	,	PUNCT
ajst-27303	160	11	m.	m.	NOUN
ajst-27303	160	12	swaminathan	swaminathan	NOUN
ajst-27303	160	13	,	,	PUNCT
ajst-27303	160	14	training	training	NOUN
ajst-27303	160	15	set	set	VERB
ajst-27303	160	16	optimization	optimization	NOUN
ajst-27303	160	17	with	with	ADP
ajst-27303	160	18	uncertainty	uncertainty	NOUN
ajst-27303	160	19	quantification	quantification	NOUN
ajst-27303	160	20	for	for	ADP
ajst-27303	160	21	machine	machine	NOUN
ajst-27303	160	22	learning	learning	NOUN
ajst-27303	160	23	models	model	NOUN
ajst-27303	160	24	of	of	ADP
ajst-27303	160	25	electromagnetic	electromagnetic	ADJ
ajst-27303	160	26	structures	structure	NOUN
ajst-27303	160	27	,	,	PUNCT
ajst-27303	160	28	2022	2022	NUM
ajst-27303	160	29	ieee	ieee	NOUN
ajst-27303	160	30	electrical	electrical	ADJ
ajst-27303	160	31	design	design	NOUN
ajst-27303	160	32	of	of	ADP
ajst-27303	160	33	advanced	advanced	ADJ
ajst-27303	160	34	packaging	packaging	NOUN
ajst-27303	160	35	and	and	CCONJ
ajst-27303	160	36	systems	system	NOUN
ajst-27303	160	37	(	(	PUNCT
ajst-27303	160	38	edaps	edap	NOUN
ajst-27303	160	39	)	)	PUNCT
ajst-27303	160	40	,	,	PUNCT
ajst-27303	160	41	ieee	ieee	NOUN
ajst-27303	160	42	,	,	PUNCT
ajst-27303	160	43	2022	2022	NUM
ajst-27303	160	44	,	,	PUNCT
ajst-27303	160	45	pp	pp	ADJ
ajst-27303	160	46	.	.	PUNCT
ajst-27303	161	1	1	1	NUM
ajst-27303	161	2	-	-	SYM
ajst-27303	161	3	3	3	NUM
ajst-27303	161	4	.	.	PUNCT
ajst-27303	162	1	[	[	X
ajst-27303	162	2	24	24	NUM
ajst-27303	162	3	]	]	X
ajst-27303	162	4	h.	h.	PROPN
ajst-27303	162	5	guo	guo	PROPN
ajst-27303	162	6	,	,	PUNCT
ajst-27303	162	7	a.e	a.e	PROPN
ajst-27303	162	8	.	.	PROPN
ajst-27303	162	9	stueck	stueck	PROPN
ajst-27303	162	10	,	,	PUNCT
ajst-27303	162	11	j.b	j.b	PROPN
ajst-27303	162	12	.	.	PROPN
ajst-27303	162	13	doppenberg	doppenberg	PROPN
ajst-27303	162	14	,	,	PUNCT
ajst-27303	162	15	y.s	y.s	PROPN
ajst-27303	162	16	.	.	PROPN
ajst-27303	162	17	chae	chae	PROPN
ajst-27303	162	18	,	,	PUNCT
ajst-27303	162	19	a.b	a.b	PROPN
ajst-27303	162	20	.	.	PROPN
ajst-27303	162	21	tikhomirov	tikhomirov	PROPN
ajst-27303	162	22	,	,	PUNCT
ajst-27303	162	23	h.	h.	PROPN
ajst-27303	162	24	zeng	zeng	PROPN
ajst-27303	162	25	,	,	PUNCT
ajst-27303	162	26	m.a	m.a	PROPN
ajst-27303	162	27	.	.	PROPN
ajst-27303	162	28	engelse	engelse	PROPN
ajst-27303	162	29	,	,	PUNCT
ajst-27303	162	30	b.l	b.l	PROPN
ajst-27303	162	31	.	.	PROPN
ajst-27303	162	32	gala	gala	NOUN
ajst-27303	162	33	-	-	PUNCT
ajst-27303	162	34	lopez	lopez	NOUN
ajst-27303	162	35	,	,	PUNCT
ajst-27303	162	36	a.	a.	PROPN
ajst-27303	162	37	mahadevan	mahadevan	PROPN
ajst-27303	162	38	-	-	PUNCT
ajst-27303	162	39	jansen	jansen	PROPN
ajst-27303	162	40	,	,	PUNCT
ajst-27303	162	41	i.p	i.p	PROPN
ajst-27303	162	42	.	.	PUNCT
ajst-27303	162	43	alwayn	alwayn	ADJ
ajst-27303	162	44	,	,	PUNCT
ajst-27303	162	45	evaluation	evaluation	NOUN
ajst-27303	162	46	of	of	ADP
ajst-27303	162	47	minimum	minimum	NOUN
ajst-27303	162	48	-	-	PUNCT
ajst-27303	162	49	to	to	ADP
ajst-27303	162	50	33	33	NUM
ajst-27303	162	51	severe	severe	ADJ
ajst-27303	162	52	global	global	ADJ
ajst-27303	162	53	and	and	CCONJ
ajst-27303	162	54	macrovesicular	macrovesicular	ADJ
ajst-27303	162	55	steatosis	steatosis	NOUN
ajst-27303	162	56	in	in	ADP
ajst-27303	162	57	human	human	ADJ
ajst-27303	162	58	liver	liver	NOUN
ajst-27303	162	59	specimens	specimen	NOUN
ajst-27303	162	60	:	:	PUNCT
ajst-27303	162	61	a	a	DET
ajst-27303	162	62	portable	portable	ADJ
ajst-27303	162	63	ambient	ambient	ADJ
ajst-27303	162	64	light	light	ADJ
ajst-27303	162	65	-	-	PUNCT
ajst-27303	162	66	compatible	compatible	ADJ
ajst-27303	162	67	spectroscopic	spectroscopic	NOUN
ajst-27303	162	68	probe	probe	NOUN
ajst-27303	162	69	,	,	PUNCT
ajst-27303	162	70	medrxiv	medrxiv	X
ajst-27303	162	71	(	(	PUNCT
ajst-27303	162	72	2023	2023	NUM
ajst-27303	162	73	)	)	PUNCT
ajst-27303	162	74	2023.12	2023.12	NUM
ajst-27303	162	75	.	.	PUNCT
ajst-27303	162	76	04.23299259	04.23299259	NUM
ajst-27303	162	77	.	.	PUNCT
ajst-27303	163	1	[	[	X
ajst-27303	163	2	25	25	NUM
ajst-27303	163	3	]	]	X
ajst-27303	163	4	h.	h.	PROPN
ajst-27303	163	5	guo	guo	PROPN
ajst-27303	163	6	,	,	PUNCT
ajst-27303	163	7	v.s.	v.s.	ADJ
ajst-27303	163	8	zions	zion	NOUN
ajst-27303	163	9	,	,	PUNCT
ajst-27303	163	10	b.a	b.a	PROPN
ajst-27303	163	11	.	.	PROPN
ajst-27303	163	12	law	law	PROPN
ajst-27303	163	13	,	,	PUNCT
ajst-27303	163	14	k.c	k.c	PROPN
ajst-27303	163	15	.	.	PROPN
ajst-27303	163	16	hewitt	hewitt	PROPN
ajst-27303	163	17	,	,	PUNCT
ajst-27303	163	18	potential	potential	NOUN
ajst-27303	163	19	of	of	ADP
ajst-27303	163	20	raman‐reflectance	raman‐reflectance	NOUN
ajst-27303	163	21	combination	combination	NOUN
ajst-27303	163	22	in	in	ADP
ajst-27303	163	23	quantifying	quantify	VERB
ajst-27303	163	24	liver	liver	NOUN
ajst-27303	163	25	steatosis	steatosis	NOUN
ajst-27303	163	26	and	and	CCONJ
ajst-27303	163	27	fat	fat	ADJ
ajst-27303	163	28	droplet	droplet	ADJ
ajst-27303	163	29	size	size	NOUN
ajst-27303	163	30	:	:	PUNCT
ajst-27303	163	31	evidence	evidence	NOUN
ajst-27303	163	32	from	from	ADP
ajst-27303	163	33	monte	monte	PROPN
ajst-27303	163	34	carlo	carlo	PROPN
ajst-27303	163	35	simulations	simulation	NOUN
ajst-27303	163	36	and	and	CCONJ
ajst-27303	163	37	phantom	phantom	ADJ
ajst-27303	163	38	studies	study	NOUN
ajst-27303	163	39	,	,	PUNCT
ajst-27303	163	40	journal	journal	NOUN
ajst-27303	163	41	of	of	ADP
ajst-27303	163	42	biophotonics	biophotonic	NOUN
ajst-27303	163	43	(	(	PUNCT
ajst-27303	163	44	2024	2024	NUM
ajst-27303	163	45	)	)	PUNCT
ajst-27303	163	46	e202400156	e202400156	NOUN
ajst-27303	163	47	.	.	PUNCT
ajst-27303	164	1	[	[	X
ajst-27303	164	2	26	26	NUM
ajst-27303	164	3	]	]	X
ajst-27303	164	4	h.	h.	PROPN
ajst-27303	164	5	guo	guo	PROPN
ajst-27303	164	6	,	,	PUNCT
ajst-27303	164	7	a.e	a.e	PROPN
ajst-27303	164	8	.	.	PROPN
ajst-27303	164	9	stueck	stueck	PROPN
ajst-27303	164	10	,	,	PUNCT
ajst-27303	164	11	j.b	j.b	PROPN
ajst-27303	164	12	.	.	PROPN
ajst-27303	164	13	doppenberg	doppenberg	PROPN
ajst-27303	164	14	,	,	PUNCT
ajst-27303	164	15	y.s	y.s	PROPN
ajst-27303	164	16	.	.	PROPN
ajst-27303	164	17	chae	chae	PROPN
ajst-27303	164	18	,	,	PUNCT
ajst-27303	164	19	a.b	a.b	PROPN
ajst-27303	164	20	.	.	PROPN
ajst-27303	164	21	tikhomirov	tikhomirov	PROPN
ajst-27303	164	22	,	,	PUNCT
ajst-27303	164	23	h.	h.	PROPN
ajst-27303	164	24	zeng	zeng	PROPN
ajst-27303	164	25	,	,	PUNCT
ajst-27303	164	26	b.l	b.l	PROPN
ajst-27303	164	27	.	.	PROPN
ajst-27303	164	28	gala	gala	NOUN
ajst-27303	164	29	-	-	PUNCT
ajst-27303	164	30	lopez	lopez	NOUN
ajst-27303	164	31	,	,	PUNCT
ajst-27303	164	32	a.	a.	PROPN
ajst-27303	164	33	mahadevan	mahadevan	PROPN
ajst-27303	164	34	-	-	PUNCT
ajst-27303	164	35	jansen	jansen	PROPN
ajst-27303	164	36	,	,	PUNCT
ajst-27303	164	37	m.a	m.a	PROPN
ajst-27303	164	38	.	.	PROPN
ajst-27303	164	39	engelse	engelse	PROPN
ajst-27303	164	40	,	,	PUNCT
ajst-27303	164	41	i.p	i.p	PROPN
ajst-27303	164	42	.	.	PUNCT
ajst-27303	164	43	alwayn	alwayn	ADJ
ajst-27303	164	44	,	,	PUNCT
ajst-27303	164	45	assessment	assessment	NOUN
ajst-27303	164	46	of	of	ADP
ajst-27303	164	47	liver	liver	NOUN
ajst-27303	164	48	steatosis	steatosis	NOUN
ajst-27303	164	49	using	use	VERB
ajst-27303	164	50	an	an	DET
ajst-27303	164	51	ambient	ambient	ADJ
ajst-27303	164	52	light	light	ADJ
ajst-27303	164	53	-	-	PUNCT
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ajst-27303	164	55	raman	raman	NOUN
ajst-27303	164	56	system	system	NOUN
ajst-27303	164	57	:	:	PUNCT
ajst-27303	164	58	enhancing	enhance	VERB
ajst-27303	164	59	specificity	specificity	NOUN
ajst-27303	164	60	with	with	ADP
ajst-27303	164	61	supplementary	supplementary	ADJ
ajst-27303	164	62	reflectance	reflectance	NOUN
ajst-27303	164	63	information	information	NOUN
ajst-27303	164	64	,	,	PUNCT
ajst-27303	164	65	biomedical	biomedical	ADJ
ajst-27303	164	66	vibrational	vibrational	NOUN
ajst-27303	164	67	spectroscopy	spectroscopy	NOUN
ajst-27303	164	68	2024	2024	NUM
ajst-27303	164	69	:	:	PUNCT
ajst-27303	164	70	advances	advance	NOUN
ajst-27303	164	71	in	in	ADP
ajst-27303	164	72	research	research	NOUN
ajst-27303	164	73	and	and	CCONJ
ajst-27303	164	74	industry	industry	NOUN
ajst-27303	164	75	,	,	PUNCT
ajst-27303	164	76	spie	spie	NOUN
ajst-27303	164	77	,	,	PUNCT
ajst-27303	164	78	2024	2024	NUM
ajst-27303	164	79	,	,	PUNCT
ajst-27303	164	80	p.	p.	NOUN
ajst-27303	164	81	pc128390b	pc128390b	PROPN
ajst-27303	164	82	.	.	PUNCT
ajst-27303	165	1	[	[	X
ajst-27303	165	2	27	27	NUM
ajst-27303	165	3	]	]	X
ajst-27303	165	4	h.	h.	PROPN
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ajst-27303	165	6	,	,	PUNCT
ajst-27303	165	7	a.e	a.e	PROPN
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ajst-27303	165	10	,	,	PUNCT
ajst-27303	165	11	a.b	a.b	PROPN
ajst-27303	165	12	.	.	PROPN
ajst-27303	165	13	tikhomirov	tikhomirov	PROPN
ajst-27303	165	14	,	,	PUNCT
ajst-27303	165	15	h.	h.	PROPN
ajst-27303	165	16	zeng	zeng	PROPN
ajst-27303	165	17	,	,	PUNCT
ajst-27303	165	18	i.p	i.p	PROPN
ajst-27303	165	19	.	.	PUNCT
ajst-27303	165	20	alwayn	alwayn	PROPN
ajst-27303	165	21	,	,	PUNCT
ajst-27303	165	22	b.l	b.l	PROPN
ajst-27303	165	23	.	.	PROPN
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ajst-27303	165	25	-	-	PUNCT
ajst-27303	165	26	lopez	lopez	NOUN
ajst-27303	165	27	,	,	PUNCT
ajst-27303	165	28	a.	a.	PROPN
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ajst-27303	165	30	-	-	PUNCT
ajst-27303	165	31	jansen	jansen	PROPN
ajst-27303	165	32	,	,	PUNCT
ajst-27303	165	33	a.k	a.k	PROPN
ajst-27303	165	34	.	.	PROPN
ajst-27303	165	35	locke	locke	PROPN
ajst-27303	165	36	,	,	PUNCT
ajst-27303	165	37	k.c	k.c	PROPN
ajst-27303	165	38	.	.	PROPN
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ajst-27303	165	40	,	,	PUNCT
ajst-27303	165	41	evaluation	evaluation	NOUN
ajst-27303	165	42	of	of	ADP
ajst-27303	165	43	steatosis	steatosis	NOUN
ajst-27303	165	44	in	in	ADP
ajst-27303	165	45	human	human	ADJ
ajst-27303	165	46	liver	liver	NOUN
ajst-27303	165	47	specimens	specimen	NOUN
ajst-27303	165	48	using	use	VERB
ajst-27303	165	49	an	an	DET
ajst-27303	165	50	ambient	ambient	ADJ
ajst-27303	165	51	light	light	ADJ
ajst-27303	165	52	-	-	PUNCT
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ajst-27303	165	55	spectroscopy	spectroscopy	NOUN
ajst-27303	165	56	approach	approach	NOUN
ajst-27303	165	57	,	,	PUNCT
ajst-27303	165	58	bio	bio	NOUN
ajst-27303	165	59	-	-	PUNCT
ajst-27303	165	60	optics	optic	NOUN
ajst-27303	165	61	:	:	PUNCT
ajst-27303	165	62	design	design	NOUN
ajst-27303	165	63	and	and	CCONJ
ajst-27303	165	64	application	application	NOUN
ajst-27303	165	65	,	,	PUNCT
ajst-27303	165	66	optica	optica	PROPN
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ajst-27303	165	68	group	group	NOUN
ajst-27303	165	69	,	,	PUNCT
ajst-27303	165	70	2023	2023	NUM
ajst-27303	165	71	,	,	PUNCT
ajst-27303	165	72	p.	p.	NOUN
ajst-27303	165	73	jtu4b	jtu4b	PROPN
ajst-27303	165	74	.	.	PROPN
ajst-27303	166	1	26	26	NUM
ajst-27303	166	2	.	.	PUNCT
ajst-27303	167	1	[	[	X
ajst-27303	167	2	28	28	NUM
ajst-27303	167	3	]	]	X
ajst-27303	167	4	h.	h.	PROPN
ajst-27303	167	5	guo	guo	PROPN
ajst-27303	167	6	,	,	PUNCT
ajst-27303	167	7	a.e	a.e	PROPN
ajst-27303	167	8	.	.	PROPN
ajst-27303	167	9	stueck	stueck	PROPN
ajst-27303	167	10	,	,	PUNCT
ajst-27303	167	11	j.b	j.b	PROPN
ajst-27303	167	12	.	.	PROPN
ajst-27303	167	13	doppenberg	doppenberg	PROPN
ajst-27303	167	14	,	,	PUNCT
ajst-27303	167	15	y.s	y.s	PROPN
ajst-27303	167	16	.	.	PROPN
ajst-27303	167	17	chae	chae	PROPN
ajst-27303	167	18	,	,	PUNCT
ajst-27303	167	19	a.b	a.b	PROPN
ajst-27303	167	20	.	.	PROPN
ajst-27303	167	21	tikhomirov	tikhomirov	PROPN
ajst-27303	167	22	,	,	PUNCT
ajst-27303	167	23	h.	h.	PROPN
ajst-27303	167	24	zeng	zeng	PROPN
ajst-27303	167	25	,	,	PUNCT
ajst-27303	167	26	m.a	m.a	PROPN
ajst-27303	167	27	.	.	PROPN
ajst-27303	167	28	engelse	engelse	PROPN
ajst-27303	167	29	,	,	PUNCT
ajst-27303	167	30	b.l	b.l	PROPN
ajst-27303	167	31	.	.	PROPN
ajst-27303	167	32	gala‐lopez	gala‐lopez	PROPN
ajst-27303	167	33	,	,	PUNCT
ajst-27303	167	34	a.	a.	NOUN
ajst-27303	167	35	mahadevan‐jansen	mahadevan‐jansen	PROPN
ajst-27303	167	36	,	,	PUNCT
ajst-27303	167	37	i.p	i.p	PROPN
ajst-27303	167	38	.	.	PUNCT
ajst-27303	167	39	alwayn	alwayn	ADJ
ajst-27303	167	40	,	,	PUNCT
ajst-27303	167	41	evaluation	evaluation	NOUN
ajst-27303	167	42	of	of	ADP
ajst-27303	167	43	minimum‐to‐	minimum‐to‐	PROPN
ajst-27303	167	44	severe	severe	ADJ
ajst-27303	167	45	global	global	ADJ
ajst-27303	167	46	and	and	CCONJ
ajst-27303	167	47	macrovesicular	macrovesicular	ADJ
ajst-27303	167	48	steatosis	steatosis	NOUN
ajst-27303	167	49	in	in	ADP
ajst-27303	167	50	human	human	ADJ
ajst-27303	167	51	liver	liver	NOUN
ajst-27303	167	52	specimens	specimen	NOUN
ajst-27303	167	53	:	:	PUNCT
ajst-27303	167	54	a	a	DET
ajst-27303	167	55	portable	portable	ADJ
ajst-27303	167	56	ambient	ambient	ADJ
ajst-27303	167	57	light‐compatible	light‐compatible	ADJ
ajst-27303	167	58	spectroscopic	spectroscopic	NOUN
ajst-27303	167	59	probe	probe	NOUN
ajst-27303	167	60	,	,	PUNCT
ajst-27303	167	61	journal	journal	NOUN
ajst-27303	167	62	of	of	ADP
ajst-27303	167	63	biophotonics	biophotonic	NOUN
ajst-27303	167	64	(	(	PUNCT
ajst-27303	167	65	2023	2023	NUM
ajst-27303	167	66	)	)	PUNCT
ajst-27303	167	67	e202400292	e202400292	PROPN
ajst-27303	167	68	.	.	PUNCT
ajst-27303	168	1	[	[	X
ajst-27303	168	2	29	29	NUM
ajst-27303	168	3	]	]	PUNCT
ajst-27303	168	4	z.	z.	PROPN
ajst-27303	168	5	shou	shou	PROPN
ajst-27303	168	6	,	,	PUNCT
ajst-27303	168	7	x.	x.	PROPN
ajst-27303	168	8	chen	chen	PROPN
ajst-27303	168	9	,	,	PUNCT
ajst-27303	168	10	y.	y.	PROPN
ajst-27303	168	11	fu	fu	PROPN
ajst-27303	168	12	,	,	PUNCT
ajst-27303	168	13	x.	x.	NOUN
ajst-27303	168	14	di	di	PROPN
ajst-27303	168	15	,	,	PUNCT
ajst-27303	168	16	multi	multi	ADJ
ajst-27303	168	17	-	-	ADJ
ajst-27303	168	18	agent	agent	ADJ
ajst-27303	168	19	reinforcement	reinforcement	NOUN
ajst-27303	168	20	learning	learning	NOUN
ajst-27303	168	21	for	for	ADP
ajst-27303	168	22	markov	markov	NOUN
ajst-27303	168	23	routing	routing	NOUN
ajst-27303	168	24	games	game	NOUN
ajst-27303	168	25	:	:	PUNCT
ajst-27303	168	26	a	a	DET
ajst-27303	168	27	new	new	ADJ
ajst-27303	168	28	modeling	modeling	NOUN
ajst-27303	168	29	paradigm	paradigm	NOUN
ajst-27303	168	30	for	for	ADP
ajst-27303	168	31	dynamic	dynamic	ADJ
ajst-27303	168	32	traffic	traffic	NOUN
ajst-27303	168	33	assignment	assignment	NOUN
ajst-27303	168	34	,	,	PUNCT
ajst-27303	168	35	transportation	transportation	NOUN
ajst-27303	168	36	research	research	NOUN
ajst-27303	168	37	part	part	NOUN
ajst-27303	168	38	c	c	NOUN
ajst-27303	168	39	:	:	PUNCT
ajst-27303	168	40	emerging	emerge	VERB
ajst-27303	168	41	technologies	technology	NOUN
ajst-27303	168	42	137	137	NUM
ajst-27303	168	43	(	(	PUNCT
ajst-27303	168	44	2022	2022	NUM
ajst-27303	168	45	)	)	PUNCT
ajst-27303	168	46	103560	103560	NUM
ajst-27303	168	47	.	.	PUNCT
ajst-27303	169	1	[	[	X
ajst-27303	169	2	30	30	NUM
ajst-27303	169	3	]	]	PUNCT
ajst-27303	169	4	s.	s.	PROPN
ajst-27303	169	5	liu	liu	PROPN
ajst-27303	169	6	,	,	PUNCT
ajst-27303	169	7	y.	y.	PROPN
ajst-27303	169	8	wang	wang	PROPN
ajst-27303	169	9	,	,	PUNCT
ajst-27303	169	10	x.	x.	PROPN
ajst-27303	169	11	chen	chen	PROPN
ajst-27303	169	12	,	,	PUNCT
ajst-27303	169	13	y.	y.	PROPN
ajst-27303	169	14	fu	fu	PROPN
ajst-27303	169	15	,	,	PUNCT
ajst-27303	169	16	x.	x.	NOUN
ajst-27303	169	17	di	di	PROPN
ajst-27303	169	18	,	,	PUNCT
ajst-27303	169	19	smart	smart	ADJ
ajst-27303	169	20	-	-	PUNCT
ajst-27303	169	21	eflo	eflo	NOUN
ajst-27303	169	22	:	:	PUNCT
ajst-27303	169	23	an	an	DET
ajst-27303	169	24	integrated	integrate	VERB
ajst-27303	169	25	sumo	sumo	ADJ
ajst-27303	169	26	-	-	PUNCT
ajst-27303	169	27	gym	gym	NOUN
ajst-27303	169	28	framework	framework	NOUN
ajst-27303	169	29	for	for	ADP
ajst-27303	169	30	multi	multi	ADJ
ajst-27303	169	31	-	-	ADJ
ajst-27303	169	32	agent	agent	ADJ
ajst-27303	169	33	reinforcement	reinforcement	NOUN
ajst-27303	169	34	learning	learning	NOUN
ajst-27303	169	35	in	in	ADP
ajst-27303	169	36	electric	electric	ADJ
ajst-27303	169	37	fleet	fleet	PROPN
ajst-27303	169	38	management	management	NOUN
ajst-27303	169	39	problem	problem	NOUN
ajst-27303	169	40	,	,	PUNCT
ajst-27303	169	41	2022	2022	NUM
ajst-27303	169	42	ieee	ieee	PROPN
ajst-27303	169	43	25th	25th	NOUN
ajst-27303	169	44	international	international	ADJ
ajst-27303	169	45	conference	conference	NOUN
ajst-27303	169	46	on	on	ADP
ajst-27303	169	47	intelligent	intelligent	ADJ
ajst-27303	169	48	transportation	transportation	NOUN
ajst-27303	169	49	systems	system	NOUN
ajst-27303	169	50	(	(	PUNCT
ajst-27303	169	51	itsc	itsc	PROPN
ajst-27303	169	52	)	)	PUNCT
ajst-27303	169	53	,	,	PUNCT
ajst-27303	169	54	ieee	ieee	NOUN
ajst-27303	169	55	,	,	PUNCT
ajst-27303	169	56	2022	2022	NUM
ajst-27303	169	57	,	,	PUNCT
ajst-27303	169	58	pp	pp	ADJ
ajst-27303	169	59	.	.	PUNCT
ajst-27303	169	60	3026	3026	NUM
ajst-27303	169	61	-	-	SYM
ajst-27303	169	62	3031	3031	NUM
ajst-27303	169	63	.	.	PUNCT
ajst-27303	170	1	[	[	X
ajst-27303	170	2	31	31	NUM
ajst-27303	170	3	]	]	PUNCT
ajst-27303	170	4	x.	x.	PROPN
ajst-27303	170	5	chen	chen	PROPN
ajst-27303	170	6	,	,	PUNCT
ajst-27303	170	7	s.	s.	PROPN
ajst-27303	170	8	liu	liu	PROPN
ajst-27303	170	9	,	,	PUNCT
ajst-27303	170	10	x.	x.	PROPN
ajst-27303	170	11	di	di	PROPN
ajst-27303	170	12	,	,	PUNCT
ajst-27303	170	13	a	a	DET
ajst-27303	170	14	hybrid	hybrid	ADJ
ajst-27303	170	15	framework	framework	NOUN
ajst-27303	170	16	of	of	ADP
ajst-27303	170	17	reinforcement	reinforcement	NOUN
ajst-27303	170	18	learning	learning	NOUN
ajst-27303	170	19	and	and	CCONJ
ajst-27303	170	20	physics	physics	NOUN
ajst-27303	170	21	-	-	PUNCT
ajst-27303	170	22	informed	inform	VERB
ajst-27303	170	23	deep	deep	ADJ
ajst-27303	170	24	learning	learning	NOUN
ajst-27303	170	25	for	for	ADP
ajst-27303	170	26	spatiotemporal	spatiotemporal	ADJ
ajst-27303	170	27	mean	mean	ADJ
ajst-27303	170	28	field	field	NOUN
ajst-27303	170	29	games	game	NOUN
ajst-27303	170	30	,	,	PUNCT
ajst-27303	170	31	in	in	ADP
ajst-27303	170	32	proceedings	proceeding	NOUN
ajst-27303	170	33	of	of	ADP
ajst-27303	170	34	the	the	DET
ajst-27303	170	35	20th	20th	ADJ
ajst-27303	170	36	international	international	ADJ
ajst-27303	170	37	conference	conference	NOUN
ajst-27303	170	38	on	on	ADP
ajst-27303	170	39	autonomous	autonomous	ADJ
ajst-27303	170	40	agents	agent	NOUN
ajst-27303	170	41	and	and	CCONJ
ajst-27303	170	42	multiagent	multiagent	NOUN
ajst-27303	170	43	systems	system	NOUN
ajst-27303	170	44	,	,	PUNCT
ajst-27303	170	45	acm	acm	PROPN
ajst-27303	170	46	digital	digital	ADJ
ajst-27303	170	47	library	library	NOUN
ajst-27303	170	48	,	,	PUNCT
ajst-27303	170	49	2023	2023	NUM
ajst-27303	170	50	.	.	PUNCT
ajst-27303	171	1	[	[	X
ajst-27303	171	2	32	32	NUM
ajst-27303	171	3	]	]	PUNCT
ajst-27303	171	4	f.	f.	PROPN
ajst-27303	171	5	zhou	zhou	PROPN
ajst-27303	171	6	,	,	PUNCT
ajst-27303	171	7	c.	c.	PROPN
ajst-27303	171	8	zhang	zhang	PROPN
ajst-27303	171	9	,	,	PUNCT
ajst-27303	171	10	x.	x.	PROPN
ajst-27303	171	11	chen	chen	PROPN
ajst-27303	171	12	,	,	PUNCT
ajst-27303	171	13	x.	x.	PROPN
ajst-27303	171	14	di	di	PROPN
ajst-27303	171	15	,	,	PUNCT
ajst-27303	171	16	graphon	graphon	NOUN
ajst-27303	171	17	mean	mean	NOUN
ajst-27303	171	18	field	field	NOUN
ajst-27303	171	19	games	game	NOUN
ajst-27303	171	20	with	with	ADP
ajst-27303	171	21	a	a	DET
ajst-27303	171	22	representative	representative	ADJ
ajst-27303	171	23	player	player	NOUN
ajst-27303	171	24	:	:	PUNCT
ajst-27303	171	25	analysis	analysis	NOUN
ajst-27303	171	26	and	and	CCONJ
ajst-27303	171	27	learning	learning	NOUN
ajst-27303	171	28	algorithm	algorithm	NOUN
ajst-27303	171	29	,	,	PUNCT
ajst-27303	171	30	arxiv	arxiv	PROPN
ajst-27303	171	31	preprint	preprint	NOUN
ajst-27303	171	32	arxiv:2405.08005	arxiv:2405.08005	NOUN
ajst-27303	171	33	(	(	PUNCT
ajst-27303	171	34	2024	2024	NUM
ajst-27303	171	35	)	)	PUNCT
ajst-27303	171	36	.	.	PUNCT
ajst-27303	172	1	[	[	X
ajst-27303	172	2	33	33	NUM
ajst-27303	172	3	]	]	PUNCT
ajst-27303	172	4	x.	x.	PROPN
ajst-27303	172	5	chen	chen	PROPN
ajst-27303	172	6	,	,	PUNCT
ajst-27303	172	7	s.	s.	PROPN
ajst-27303	172	8	liu	liu	PROPN
ajst-27303	172	9	,	,	PUNCT
ajst-27303	172	10	x.	x.	NOUN
ajst-27303	172	11	di	di	PROPN
ajst-27303	172	12	,	,	PUNCT
ajst-27303	172	13	learning	learn	VERB
ajst-27303	172	14	dual	dual	ADJ
ajst-27303	172	15	mean	mean	NOUN
ajst-27303	172	16	field	field	NOUN
ajst-27303	172	17	games	game	NOUN
ajst-27303	172	18	on	on	ADP
ajst-27303	172	19	graphs	graph	NOUN
ajst-27303	172	20	,	,	PUNCT
ajst-27303	172	21	ecai	ecai	PROPN
ajst-27303	172	22	,	,	PUNCT
ajst-27303	172	23	2023	2023	NUM
ajst-27303	172	24	,	,	PUNCT
ajst-27303	172	25	pp	pp	ADJ
ajst-27303	172	26	.	.	PUNCT
ajst-27303	173	1	421	421	NUM
ajst-27303	173	2	-	-	SYM
ajst-27303	173	3	428	428	NUM
ajst-27303	173	4	.	.	PUNCT
ajst-27303	174	1	[	[	X
ajst-27303	174	2	34	34	NUM
ajst-27303	174	3	]	]	X
ajst-27303	174	4	s.	s.	PROPN
ajst-27303	174	5	liu	liu	PROPN
ajst-27303	174	6	,	,	PUNCT
ajst-27303	174	7	x.	x.	PROPN
ajst-27303	174	8	chen	chen	PROPN
ajst-27303	174	9	,	,	PUNCT
ajst-27303	174	10	x.	x.	PROPN
ajst-27303	174	11	di	di	PROPN
ajst-27303	174	12	,	,	PUNCT
ajst-27303	174	13	scalable	scalable	ADJ
ajst-27303	174	14	learning	learning	NOUN
ajst-27303	174	15	for	for	ADP
ajst-27303	174	16	spatiotemporal	spatiotemporal	ADJ
ajst-27303	174	17	mean	mean	ADJ
ajst-27303	174	18	field	field	NOUN
ajst-27303	174	19	games	game	NOUN
ajst-27303	174	20	using	use	VERB
ajst-27303	174	21	physics	physics	NOUN
ajst-27303	174	22	-	-	PUNCT
ajst-27303	174	23	informed	inform	VERB
ajst-27303	174	24	neural	neural	ADJ
ajst-27303	174	25	operator	operator	NOUN
ajst-27303	174	26	,	,	PUNCT
ajst-27303	174	27	mathematics	mathematic	NOUN
ajst-27303	174	28	12(6	12(6	NUM
ajst-27303	174	29	)	)	PUNCT
ajst-27303	174	30	(	(	PUNCT
ajst-27303	174	31	2024	2024	NUM
ajst-27303	174	32	)	)	PUNCT
ajst-27303	174	33	803	803	NUM
ajst-27303	174	34	.	.	PUNCT
ajst-27303	175	1	[	[	X
ajst-27303	175	2	35	35	NUM
ajst-27303	175	3	]	]	PUNCT
ajst-27303	175	4	x.	x.	NOUN
ajst-27303	175	5	chen	chen	PROPN
ajst-27303	175	6	,	,	PUNCT
ajst-27303	175	7	z.	z.	PROPN
ajst-27303	175	8	li	li	PROPN
ajst-27303	175	9	,	,	PUNCT
ajst-27303	175	10	x.	x.	PROPN
ajst-27303	175	11	di	di	PROPN
ajst-27303	175	12	,	,	PUNCT
ajst-27303	175	13	social	social	ADJ
ajst-27303	175	14	learning	learning	NOUN
ajst-27303	175	15	in	in	ADP
ajst-27303	175	16	markov	markov	NOUN
ajst-27303	175	17	games	game	NOUN
ajst-27303	175	18	:	:	PUNCT
ajst-27303	175	19	empowering	empower	VERB
ajst-27303	175	20	autonomous	autonomous	ADJ
ajst-27303	175	21	driving	driving	NOUN
ajst-27303	175	22	,	,	PUNCT
ajst-27303	175	23	2022	2022	NUM
ajst-27303	175	24	ieee	ieee	NOUN
ajst-27303	175	25	intelligent	intelligent	ADJ
ajst-27303	175	26	vehicles	vehicle	NOUN
ajst-27303	175	27	symposium	symposium	NOUN
ajst-27303	175	28	(	(	PUNCT
ajst-27303	175	29	iv	iv	NOUN
ajst-27303	175	30	)	)	PUNCT
ajst-27303	175	31	,	,	PUNCT
ajst-27303	175	32	ieee	ieee	NOUN
ajst-27303	175	33	,	,	PUNCT
ajst-27303	175	34	2022	2022	NUM
ajst-27303	175	35	,	,	PUNCT
ajst-27303	175	36	pp	pp	ADJ
ajst-27303	175	37	.	.	PUNCT
ajst-27303	175	38	478	478	NUM
ajst-27303	175	39	-	-	SYM
ajst-27303	175	40	483	483	NUM
ajst-27303	175	41	.	.	PUNCT
ajst-27303	176	1	[	[	X
ajst-27303	176	2	36	36	NUM
ajst-27303	176	3	]	]	PUNCT
ajst-27303	176	4	x.	x.	PROPN
ajst-27303	176	5	chen	chen	PROPN
ajst-27303	176	6	,	,	PUNCT
ajst-27303	176	7	x.	x.	PROPN
ajst-27303	176	8	di	di	PROPN
ajst-27303	176	9	,	,	PUNCT
ajst-27303	176	10	z.	z.	PROPN
ajst-27303	176	11	li	li	PROPN
ajst-27303	176	12	,	,	PUNCT
ajst-27303	176	13	social	social	ADJ
ajst-27303	176	14	learning	learning	NOUN
ajst-27303	176	15	for	for	ADP
ajst-27303	176	16	sequential	sequential	ADJ
ajst-27303	176	17	driving	drive	VERB
ajst-27303	176	18	dilemmas	dilemma	NOUN
ajst-27303	176	19	,	,	PUNCT
ajst-27303	176	20	games	game	NOUN
ajst-27303	176	21	14(3	14(3	NUM
ajst-27303	176	22	)	)	PUNCT
ajst-27303	176	23	(	(	PUNCT
ajst-27303	176	24	2023	2023	NUM
ajst-27303	176	25	)	)	PUNCT
ajst-27303	176	26	41	41	NUM
ajst-27303	176	27	.	.	PUNCT
ajst-27303	177	1	[	[	X
ajst-27303	177	2	37	37	NUM
ajst-27303	177	3	]	]	PUNCT
ajst-27303	177	4	z.	z.	PROPN
ajst-27303	177	5	hu	hu	PROPN
ajst-27303	177	6	,	,	PUNCT
ajst-27303	177	7	y.	y.	PROPN
ajst-27303	177	8	sun	sun	PROPN
ajst-27303	177	9	,	,	PUNCT
ajst-27303	177	10	y.	y.	PROPN
ajst-27303	177	11	yang	yang	PROPN
ajst-27303	177	12	,	,	PUNCT
ajst-27303	177	13	switch	switch	VERB
ajst-27303	177	14	to	to	PART
ajst-27303	177	15	generalize	generalize	VERB
ajst-27303	177	16	:	:	PUNCT
ajst-27303	177	17	domain	domain	NOUN
ajst-27303	177	18	-	-	PUNCT
ajst-27303	177	19	switch	switch	NOUN
ajst-27303	177	20	learning	learning	NOUN
ajst-27303	177	21	for	for	ADP
ajst-27303	177	22	cross	cross	ADJ
ajst-27303	177	23	-	-	ADJ
ajst-27303	177	24	domain	domain	ADJ
ajst-27303	177	25	few	few	ADJ
ajst-27303	177	26	-	-	PUNCT
ajst-27303	177	27	shot	shot	NOUN
ajst-27303	177	28	classification	classification	NOUN
ajst-27303	177	29	,	,	PUNCT
ajst-27303	177	30	international	international	ADJ
ajst-27303	177	31	conference	conference	NOUN
ajst-27303	177	32	on	on	ADP
ajst-27303	177	33	learning	learn	VERB
ajst-27303	177	34	representations	representation	NOUN
ajst-27303	177	35	,	,	PUNCT
ajst-27303	177	36	2022	2022	NUM
ajst-27303	177	37	.	.	PUNCT
ajst-27303	178	1	[	[	X
ajst-27303	178	2	38	38	NUM
ajst-27303	178	3	]	]	PUNCT
ajst-27303	178	4	z.	z.	PROPN
ajst-27303	178	5	hu	hu	PROPN
ajst-27303	178	6	,	,	PUNCT
ajst-27303	178	7	y.	y.	PROPN
ajst-27303	178	8	sun	sun	PROPN
ajst-27303	178	9	,	,	PUNCT
ajst-27303	178	10	y.	y.	PROPN
ajst-27303	178	11	yang	yang	PROPN
ajst-27303	178	12	,	,	PUNCT
ajst-27303	178	13	suppressing	suppress	VERB
ajst-27303	178	14	the	the	DET
ajst-27303	178	15	heterogeneity	heterogeneity	NOUN
ajst-27303	178	16	:	:	PUNCT
ajst-27303	178	17	a	a	DET
ajst-27303	178	18	strong	strong	ADJ
ajst-27303	178	19	feature	feature	NOUN
ajst-27303	178	20	extractor	extractor	NOUN
ajst-27303	178	21	for	for	ADP
ajst-27303	178	22	few	few	ADJ
ajst-27303	178	23	-	-	PUNCT
ajst-27303	178	24	shot	shot	NOUN
ajst-27303	178	25	segmentation	segmentation	NOUN
ajst-27303	178	26	,	,	PUNCT
ajst-27303	178	27	the	the	DET
ajst-27303	178	28	eleventh	eleventh	ADJ
ajst-27303	178	29	international	international	ADJ
ajst-27303	178	30	conference	conference	NOUN
ajst-27303	178	31	on	on	ADP
ajst-27303	178	32	learning	learn	VERB
ajst-27303	178	33	representations	representation	NOUN
ajst-27303	178	34	,	,	PUNCT
ajst-27303	178	35	2023	2023	NUM
ajst-27303	178	36	.	.	PUNCT
ajst-27303	179	1	[	[	X
ajst-27303	179	2	39	39	NUM
ajst-27303	179	3	]	]	PUNCT
ajst-27303	179	4	x.	x.	PROPN
ajst-27303	179	5	chen	chen	PROPN
ajst-27303	179	6	,	,	PUNCT
ajst-27303	179	7	x.	x.	PROPN
ajst-27303	179	8	liu	liu	PROPN
ajst-27303	179	9	,	,	PUNCT
ajst-27303	179	10	w.	w.	PROPN
ajst-27303	179	11	liu	liu	PROPN
ajst-27303	179	12	,	,	PUNCT
ajst-27303	179	13	x.-p	x.-p	PROPN
ajst-27303	179	14	.	.	PUNCT
ajst-27303	180	1	zhang	zhang	PROPN
ajst-27303	180	2	,	,	PUNCT
ajst-27303	180	3	y.	y.	PROPN
ajst-27303	180	4	zhang	zhang	PROPN
ajst-27303	180	5	,	,	PUNCT
ajst-27303	180	6	t.	t.	PROPN
ajst-27303	180	7	mei	mei	PROPN
ajst-27303	180	8	,	,	PUNCT
ajst-27303	180	9	explainable	explainable	ADJ
ajst-27303	180	10	person	person	NOUN
ajst-27303	180	11	re	re	NOUN
ajst-27303	180	12	-	-	NOUN
ajst-27303	180	13	identification	identification	NOUN
ajst-27303	180	14	with	with	ADP
ajst-27303	180	15	attribute	attribute	NOUN
ajst-27303	180	16	-	-	PUNCT
ajst-27303	180	17	guided	guide	VERB
ajst-27303	180	18	metric	metric	ADJ
ajst-27303	180	19	distillation	distillation	NOUN
ajst-27303	180	20	,	,	PUNCT
ajst-27303	180	21	proceedings	proceeding	NOUN
ajst-27303	180	22	of	of	ADP
ajst-27303	180	23	the	the	DET
ajst-27303	180	24	ieee	ieee	NOUN
ajst-27303	180	25	/	/	SYM
ajst-27303	180	26	cvf	cvf	NOUN
ajst-27303	180	27	international	international	ADJ
ajst-27303	180	28	conference	conference	NOUN
ajst-27303	180	29	on	on	ADP
ajst-27303	180	30	computer	computer	NOUN
ajst-27303	180	31	vision	vision	NOUN
ajst-27303	180	32	,	,	PUNCT
ajst-27303	180	33	2021	2021	NUM
ajst-27303	180	34	,	,	PUNCT
ajst-27303	180	35	pp	pp	ADJ
ajst-27303	180	36	.	.	PUNCT
ajst-27303	180	37	11813	11813	NUM
ajst-27303	180	38	-	-	SYM
ajst-27303	180	39	11822	11822	NUM
ajst-27303	180	40	.	.	PUNCT
ajst-27303	181	1	[	[	X
ajst-27303	181	2	40	40	NUM
ajst-27303	181	3	]	]	PUNCT
ajst-27303	181	4	z.	z.	PROPN
ajst-27303	181	5	hu	hu	PROPN
ajst-27303	181	6	,	,	PUNCT
ajst-27303	181	7	y.	y.	PROPN
ajst-27303	181	8	sun	sun	PROPN
ajst-27303	181	9	,	,	PUNCT
ajst-27303	181	10	y.	y.	PROPN
ajst-27303	181	11	yang	yang	PROPN
ajst-27303	181	12	,	,	PUNCT
ajst-27303	181	13	j.	j.	PROPN
ajst-27303	181	14	zhou	zhou	PROPN
ajst-27303	181	15	,	,	PUNCT
ajst-27303	181	16	divide	divide	NOUN
ajst-27303	181	17	-	-	PUNCT
ajst-27303	181	18	and	and	CCONJ
ajst-27303	181	19	-	-	PUNCT
ajst-27303	181	20	regroup	regroup	NOUN
ajst-27303	181	21	clustering	clustering	NOUN
ajst-27303	181	22	for	for	ADP
ajst-27303	181	23	domain	domain	NOUN
ajst-27303	181	24	adaptive	adaptive	ADJ
ajst-27303	181	25	person	person	NOUN
ajst-27303	181	26	re	re	NOUN
ajst-27303	181	27	-	-	NOUN
ajst-27303	181	28	identification	identification	NOUN
ajst-27303	181	29	,	,	PUNCT
ajst-27303	181	30	proceedings	proceeding	NOUN
ajst-27303	181	31	of	of	ADP
ajst-27303	181	32	the	the	DET
ajst-27303	181	33	aaai	aaai	PROPN
ajst-27303	181	34	conference	conference	NOUN
ajst-27303	181	35	on	on	ADP
ajst-27303	181	36	artificial	artificial	ADJ
ajst-27303	181	37	intelligence	intelligence	NOUN
ajst-27303	181	38	,	,	PUNCT
ajst-27303	181	39	2022	2022	NUM
ajst-27303	181	40	,	,	PUNCT
ajst-27303	181	41	pp	pp	ADJ
ajst-27303	181	42	.	.	PUNCT
ajst-27303	182	1	980	980	NUM
ajst-27303	182	2	-	-	SYM
ajst-27303	182	3	988	988	NUM
ajst-27303	182	4	.	.	PUNCT
ajst-27303	183	1	[	[	X
ajst-27303	183	2	41	41	NUM
ajst-27303	183	3	]	]	PUNCT
ajst-27303	183	4	x.	x.	PROPN
ajst-27303	183	5	chen	chen	PROPN
ajst-27303	183	6	,	,	PUNCT
ajst-27303	183	7	w.	w.	PROPN
ajst-27303	183	8	liu	liu	PROPN
ajst-27303	183	9	,	,	PUNCT
ajst-27303	183	10	x.	x.	PROPN
ajst-27303	183	11	liu	liu	PROPN
ajst-27303	183	12	,	,	PUNCT
ajst-27303	183	13	y.	y.	PROPN
ajst-27303	183	14	zhang	zhang	PROPN
ajst-27303	183	15	,	,	PUNCT
ajst-27303	183	16	j.	j.	PROPN
ajst-27303	183	17	han	han	PROPN
ajst-27303	183	18	,	,	PUNCT
ajst-27303	183	19	t.	t.	PROPN
ajst-27303	183	20	mei	mei	PROPN
ajst-27303	183	21	,	,	PUNCT
ajst-27303	183	22	maple	maple	NOUN
ajst-27303	183	23	:	:	PUNCT
ajst-27303	183	24	masked	mask	VERB
ajst-27303	183	25	pseudo	pseudo	NOUN
ajst-27303	183	26	-	-	ADJ
ajst-27303	183	27	labeling	labeling	ADJ
ajst-27303	183	28	autoencoder	autoencoder	NOUN
ajst-27303	183	29	for	for	ADP
ajst-27303	183	30	semi	semi	ADJ
ajst-27303	183	31	-	-	ADJ
ajst-27303	183	32	supervised	supervised	ADJ
ajst-27303	183	33	point	point	NOUN
ajst-27303	183	34	cloud	cloud	NOUN
ajst-27303	183	35	action	action	NOUN
ajst-27303	183	36	recognition	recognition	NOUN
ajst-27303	183	37	,	,	PUNCT
ajst-27303	183	38	proceedings	proceeding	NOUN
ajst-27303	183	39	of	of	ADP
ajst-27303	183	40	the	the	DET
ajst-27303	183	41	30th	30th	ADJ
ajst-27303	183	42	acm	acm	PROPN
ajst-27303	183	43	international	international	ADJ
ajst-27303	183	44	conference	conference	NOUN
ajst-27303	183	45	on	on	ADP
ajst-27303	183	46	multimedia	multimedia	NOUN
ajst-27303	183	47	,	,	PUNCT
ajst-27303	183	48	2022	2022	NUM
ajst-27303	183	49	,	,	PUNCT
ajst-27303	183	50	pp	pp	ADJ
ajst-27303	183	51	.	.	PUNCT
ajst-27303	183	52	708	708	NUM
ajst-27303	183	53	-	-	SYM
ajst-27303	183	54	718	718	NUM
ajst-27303	183	55	.	.	PUNCT
ajst-27303	184	1	[	[	X
ajst-27303	184	2	42	42	NUM
ajst-27303	184	3	]	]	PUNCT
ajst-27303	184	4	z.	z.	PROPN
ajst-27303	184	5	hu	hu	PROPN
ajst-27303	184	6	,	,	PUNCT
ajst-27303	184	7	y.	y.	PROPN
ajst-27303	184	8	sun	sun	PROPN
ajst-27303	184	9	,	,	PUNCT
ajst-27303	184	10	j.	j.	PROPN
ajst-27303	184	11	wang	wang	PROPN
ajst-27303	184	12	,	,	PUNCT
ajst-27303	184	13	y.	y.	PROPN
ajst-27303	184	14	yang	yang	PROPN
ajst-27303	184	15	,	,	PUNCT
ajst-27303	184	16	dac	dac	NOUN
ajst-27303	184	17	-	-	PUNCT
ajst-27303	184	18	detr	detr	NOUN
ajst-27303	184	19	:	:	PUNCT
ajst-27303	184	20	divide	divide	VERB
ajst-27303	184	21	the	the	DET
ajst-27303	184	22	attention	attention	NOUN
ajst-27303	184	23	layers	layer	NOUN
ajst-27303	184	24	and	and	CCONJ
ajst-27303	184	25	conquer	conquer	VERB
ajst-27303	184	26	,	,	PUNCT
ajst-27303	184	27	advances	advance	NOUN
ajst-27303	184	28	in	in	ADP
ajst-27303	184	29	neural	neural	ADJ
ajst-27303	184	30	information	information	NOUN
ajst-27303	184	31	processing	processing	NOUN
ajst-27303	184	32	systems	system	NOUN
ajst-27303	184	33	36	36	NUM
ajst-27303	184	34	(	(	PUNCT
ajst-27303	184	35	2024	2024	NUM
ajst-27303	184	36	)	)	PUNCT
ajst-27303	184	37	.	.	PUNCT
ajst-27303	185	1	[	[	X
ajst-27303	185	2	43	43	NUM
ajst-27303	185	3	]	]	PUNCT
ajst-27303	185	4	x.	x.	PROPN
ajst-27303	185	5	chen	chen	PROPN
ajst-27303	185	6	,	,	PUNCT
ajst-27303	185	7	w.	w.	PROPN
ajst-27303	185	8	liu	liu	PROPN
ajst-27303	185	9	,	,	PUNCT
ajst-27303	185	10	q.	q.	PROPN
ajst-27303	185	11	bao	bao	PROPN
ajst-27303	185	12	,	,	PUNCT
ajst-27303	185	13	x.	x.	PROPN
ajst-27303	185	14	liu	liu	PROPN
ajst-27303	185	15	,	,	PUNCT
ajst-27303	185	16	q.	q.	PROPN
ajst-27303	185	17	yang	yang	PROPN
ajst-27303	185	18	,	,	PUNCT
ajst-27303	185	19	r.	r.	PROPN
ajst-27303	185	20	dai	dai	PROPN
ajst-27303	185	21	,	,	PUNCT
ajst-27303	185	22	t.	t.	PROPN
ajst-27303	185	23	mei	mei	PROPN
ajst-27303	185	24	,	,	PUNCT
ajst-27303	185	25	motion	motion	NOUN
ajst-27303	185	26	capture	capture	NOUN
ajst-27303	185	27	from	from	ADP
ajst-27303	185	28	inertial	inertial	ADJ
ajst-27303	185	29	and	and	CCONJ
ajst-27303	185	30	vision	vision	NOUN
ajst-27303	185	31	sensors	sensor	NOUN
ajst-27303	185	32	,	,	PUNCT
ajst-27303	185	33	arxiv	arxiv	PROPN
ajst-27303	185	34	preprint	preprint	VERB
ajst-27303	185	35	arxiv:2407.16341	arxiv:2407.16341	NOUN
ajst-27303	185	36	(	(	PUNCT
ajst-27303	185	37	2024	2024	NUM
ajst-27303	185	38	)	)	PUNCT
ajst-27303	185	39	.	.	PUNCT
ajst-27303	186	1	[	[	X
ajst-27303	186	2	44	44	NUM
ajst-27303	186	3	]	]	PUNCT
ajst-27303	186	4	z.	z.	PROPN
ajst-27303	186	5	hu	hu	PROPN
ajst-27303	186	6	,	,	PUNCT
ajst-27303	186	7	j.	j.	PROPN
ajst-27303	186	8	ye	ye	PROPN
ajst-27303	186	9	,	,	PUNCT
ajst-27303	186	10	y.	y.	PROPN
ajst-27303	186	11	zhang	zhang	PROPN
ajst-27303	186	12	,	,	PUNCT
ajst-27303	186	13	x.	x.	PROPN
ajst-27303	186	14	wang	wang	PROPN
ajst-27303	186	15	,	,	PUNCT
ajst-27303	186	16	seeing	see	VERB
ajst-27303	186	17	is	be	AUX
ajst-27303	186	18	not	not	PART
ajst-27303	186	19	always	always	ADV
ajst-27303	186	20	believing	believe	VERB
ajst-27303	186	21	:	:	PUNCT
ajst-27303	186	22	an	an	DET
ajst-27303	186	23	empirical	empirical	ADJ
ajst-27303	186	24	analysis	analysis	NOUN
ajst-27303	186	25	of	of	ADP
ajst-27303	186	26	fake	fake	ADJ
ajst-27303	186	27	evidence	evidence	NOUN
ajst-27303	186	28	generators	generator	NOUN
ajst-27303	186	29	,	,	PUNCT
ajst-27303	186	30	2024	2024	NUM
ajst-27303	186	31	ieee	ieee	NOUN
ajst-27303	186	32	9th	9th	ADJ
ajst-27303	186	33	european	european	ADJ
ajst-27303	186	34	symposium	symposium	NOUN
ajst-27303	186	35	on	on	ADP
ajst-27303	186	36	security	security	NOUN
ajst-27303	186	37	and	and	CCONJ
ajst-27303	186	38	privacy	privacy	NOUN
ajst-27303	186	39	(	(	PUNCT
ajst-27303	186	40	euros&p	euros&p	PROPN
ajst-27303	186	41	)	)	PUNCT
ajst-27303	186	42	,	,	PUNCT
ajst-27303	186	43	ieee	ieee	NOUN
ajst-27303	186	44	,	,	PUNCT
ajst-27303	186	45	2024	2024	NUM
ajst-27303	186	46	,	,	PUNCT
ajst-27303	186	47	pp	pp	ADJ
ajst-27303	186	48	.	.	PUNCT
ajst-27303	187	1	560	560	NUM
ajst-27303	187	2	-	-	SYM
ajst-27303	187	3	579	579	NUM
ajst-27303	187	4	.	.	PUNCT
ajst-27303	188	1	[	[	X
ajst-27303	188	2	45	45	NUM
ajst-27303	188	3	]	]	X
ajst-27303	188	4	y.	y.	PROPN
ajst-27303	188	5	zhang	zhang	PROPN
ajst-27303	188	6	,	,	PUNCT
ajst-27303	188	7	z.	z.	PROPN
ajst-27303	188	8	hu	hu	PROPN
ajst-27303	188	9	,	,	PUNCT
ajst-27303	188	10	x.	x.	PROPN
ajst-27303	188	11	wang	wang	PROPN
ajst-27303	188	12	,	,	PUNCT
ajst-27303	188	13	y.	y.	PROPN
ajst-27303	188	14	hong	hong	PROPN
ajst-27303	188	15	,	,	PUNCT
ajst-27303	188	16	y.	y.	PROPN
ajst-27303	188	17	nan	nan	PROPN
ajst-27303	188	18	,	,	PUNCT
ajst-27303	188	19	x.	x.	PROPN
ajst-27303	188	20	wang	wang	PROPN
ajst-27303	188	21	,	,	PUNCT
ajst-27303	188	22	j.	j.	PROPN
ajst-27303	188	23	cheng	cheng	PROPN
ajst-27303	188	24	,	,	PUNCT
ajst-27303	188	25	l.	l.	PROPN
ajst-27303	188	26	xing	xing	PROPN
ajst-27303	188	27	,	,	PUNCT
ajst-27303	188	28	navigating	navigate	VERB
ajst-27303	188	29	the	the	DET
ajst-27303	188	30	privacy	privacy	NOUN
ajst-27303	188	31	compliance	compliance	NOUN
ajst-27303	188	32	maze	maze	NOUN
ajst-27303	188	33	:	:	PUNCT
ajst-27303	188	34	understanding	understand	VERB
ajst-27303	188	35	risks	risk	NOUN
ajst-27303	188	36	with	with	ADP
ajst-27303	188	37	{	{	PUNCT
ajst-27303	188	38	privacy	privacy	NOUN
ajst-27303	188	39	-	-	PUNCT
ajst-27303	188	40	configurable	configurable	ADJ
ajst-27303	188	41	}	}	PUNCT
ajst-27303	188	42	mobile	mobile	ADJ
ajst-27303	188	43	{	{	PUNCT
ajst-27303	188	44	sdks	sdks	NOUN
ajst-27303	188	45	}	}	PUNCT
ajst-27303	188	46	,	,	PUNCT
ajst-27303	188	47	33rd	33rd	ADJ
ajst-27303	188	48	usenix	usenix	NOUN
ajst-27303	188	49	security	security	NOUN
ajst-27303	188	50	symposium	symposium	NOUN
ajst-27303	188	51	(	(	PUNCT
ajst-27303	188	52	usenix	usenix	NOUN
ajst-27303	188	53	security	security	NOUN
ajst-27303	188	54	24	24	NUM
ajst-27303	188	55	)	)	PUNCT
ajst-27303	188	56	,	,	PUNCT
ajst-27303	188	57	2024	2024	NUM
ajst-27303	188	58	,	,	PUNCT
ajst-27303	188	59	pp	pp	ADJ
ajst-27303	188	60	.	.	PUNCT
ajst-27303	188	61	6543	6543	NUM
ajst-27303	188	62	-	-	SYM
ajst-27303	188	63	6560	6560	NUM
ajst-27303	188	64	.	.	PUNCT
ajst-27303	189	1	[	[	X
ajst-27303	189	2	46	46	NUM
ajst-27303	189	3	]	]	PUNCT
ajst-27303	189	4	m.	m.	NOUN
ajst-27303	189	5	yin	yin	PROPN
ajst-27303	189	6	,	,	PUNCT
ajst-27303	189	7	data	datum	NOUN
ajst-27303	189	8	security	security	NOUN
ajst-27303	189	9	and	and	CCONJ
ajst-27303	189	10	privacy	privacy	NOUN
ajst-27303	189	11	preservation	preservation	NOUN
ajst-27303	189	12	in	in	ADP
ajst-27303	189	13	big	big	ADJ
ajst-27303	189	14	data	datum	NOUN
ajst-27303	189	15	age	age	NOUN
ajst-27303	189	16	,	,	PUNCT
ajst-27303	189	17	2nd	2nd	ADJ
ajst-27303	189	18	international	international	ADJ
ajst-27303	189	19	conference	conference	NOUN
ajst-27303	189	20	on	on	ADP
ajst-27303	189	21	mechatronics	mechatronic	NOUN
ajst-27303	189	22	engineering	engineering	NOUN
ajst-27303	189	23	and	and	CCONJ
ajst-27303	189	24	information	information	NOUN
ajst-27303	189	25	technology	technology	NOUN
ajst-27303	189	26	(	(	PUNCT
ajst-27303	189	27	icmeit	icmeit	ADJ
ajst-27303	189	28	2017	2017	NUM
ajst-27303	189	29	)	)	PUNCT
ajst-27303	189	30	,	,	PUNCT
ajst-27303	189	31	atlantis	atlantis	PROPN
ajst-27303	189	32	press	press	PROPN
ajst-27303	189	33	,	,	PUNCT
ajst-27303	189	34	2017	2017	NUM
ajst-27303	189	35	,	,	PUNCT
ajst-27303	189	36	pp	pp	ADJ
ajst-27303	189	37	.	.	PUNCT
ajst-27303	190	1	387	387	NUM
ajst-27303	190	2	-	-	SYM
ajst-27303	190	3	391	391	NUM
ajst-27303	190	4	.	.	PUNCT
ajst-27303	191	1	[	[	X
ajst-27303	191	2	47	47	NUM
ajst-27303	191	3	]	]	PUNCT
ajst-27303	191	4	m.	m.	PROPN
ajst-27303	191	5	yin	yin	PROPN
ajst-27303	191	6	,	,	PUNCT
ajst-27303	191	7	a.k	a.k	PROPN
ajst-27303	191	8	.	.	PROPN
ajst-27303	191	9	veldanda	veldanda	PROPN
ajst-27303	191	10	,	,	PUNCT
ajst-27303	191	11	a.	a.	NOUN
ajst-27303	191	12	trivedi	trivedi	PROPN
ajst-27303	191	13	,	,	PUNCT
ajst-27303	191	14	j.	j.	PROPN
ajst-27303	191	15	zhang	zhang	PROPN
ajst-27303	191	16	,	,	PUNCT
ajst-27303	191	17	k.	k.	PROPN
ajst-27303	191	18	pfeiffer	pfeiffer	PROPN
ajst-27303	191	19	,	,	PUNCT
ajst-27303	191	20	y.	y.	PROPN
ajst-27303	191	21	hu	hu	PROPN
ajst-27303	191	22	,	,	PUNCT
ajst-27303	191	23	s.	s.	PROPN
ajst-27303	191	24	garg	garg	PROPN
ajst-27303	191	25	,	,	PUNCT
ajst-27303	191	26	e.	e.	PROPN
ajst-27303	191	27	erkip	erkip	PROPN
ajst-27303	191	28	,	,	PUNCT
ajst-27303	191	29	l.	l.	PROPN
ajst-27303	191	30	righetti	righetti	PROPN
ajst-27303	191	31	,	,	PUNCT
ajst-27303	191	32	s.	s.	PROPN
ajst-27303	191	33	rangan	rangan	PROPN
ajst-27303	191	34	,	,	PUNCT
ajst-27303	191	35	millimeter	millimeter	NOUN
ajst-27303	191	36	wave	wave	NOUN
ajst-27303	191	37	wireless	wireless	PROPN
ajst-27303	191	38	assisted	assist	VERB
ajst-27303	191	39	robot	robot	NOUN
ajst-27303	191	40	navigation	navigation	NOUN
ajst-27303	191	41	with	with	ADP
ajst-27303	191	42	link	link	NOUN
ajst-27303	191	43	state	state	NOUN
ajst-27303	191	44	classification	classification	NOUN
ajst-27303	191	45	,	,	PUNCT
ajst-27303	191	46	ieee	ieee	NOUN
ajst-27303	191	47	open	open	ADJ
ajst-27303	191	48	journal	journal	NOUN
ajst-27303	191	49	of	of	ADP
ajst-27303	191	50	the	the	DET
ajst-27303	191	51	communications	communication	NOUN
ajst-27303	191	52	society	society	NOUN
ajst-27303	191	53	3	3	NUM
ajst-27303	191	54	(	(	PUNCT
ajst-27303	191	55	2022	2022	NUM
ajst-27303	191	56	)	)	PUNCT
ajst-27303	191	57	493	493	NUM
ajst-27303	191	58	-	-	SYM
ajst-27303	191	59	507	507	NUM
ajst-27303	191	60	.	.	PUNCT
ajst-27303	192	1	[	[	X
ajst-27303	192	2	48	48	NUM
ajst-27303	192	3	]	]	PUNCT
ajst-27303	192	4	v.	v.	ADP
ajst-27303	192	5	semkin	semkin	PROPN
ajst-27303	192	6	,	,	PUNCT
ajst-27303	192	7	m.	m.	NOUN
ajst-27303	192	8	yin	yin	PROPN
ajst-27303	192	9	,	,	PUNCT
ajst-27303	192	10	y.	y.	PROPN
ajst-27303	192	11	hu	hu	PROPN
ajst-27303	192	12	,	,	PUNCT
ajst-27303	192	13	m.	m.	NOUN
ajst-27303	192	14	mezzavilla	mezzavilla	PROPN
ajst-27303	192	15	,	,	PUNCT
ajst-27303	192	16	s.	s.	PROPN
ajst-27303	192	17	rangan	rangan	PROPN
ajst-27303	192	18	,	,	PUNCT
ajst-27303	192	19	drone	drone	NOUN
ajst-27303	192	20	detection	detection	NOUN
ajst-27303	192	21	and	and	CCONJ
ajst-27303	192	22	classification	classification	NOUN
ajst-27303	192	23	based	base	VERB
ajst-27303	192	24	on	on	ADP
ajst-27303	192	25	radar	radar	NOUN
ajst-27303	192	26	cross	cross	PROPN
ajst-27303	192	27	section	section	NOUN
ajst-27303	192	28	signatures	signature	NOUN
ajst-27303	192	29	,	,	PUNCT
ajst-27303	192	30	2020	2020	NUM
ajst-27303	192	31	international	international	ADJ
ajst-27303	192	32	symposium	symposium	NOUN
ajst-27303	192	33	on	on	ADP
ajst-27303	192	34	antennas	antenna	NOUN
ajst-27303	192	35	and	and	CCONJ
ajst-27303	192	36	propagation	propagation	NOUN
ajst-27303	192	37	(	(	PUNCT
ajst-27303	192	38	isap	isap	PROPN
ajst-27303	192	39	)	)	PUNCT
ajst-27303	192	40	,	,	PUNCT
ajst-27303	192	41	ieee	ieee	NOUN
ajst-27303	192	42	,	,	PUNCT
ajst-27303	192	43	2021	2021	NUM
ajst-27303	192	44	,	,	PUNCT
ajst-27303	192	45	pp	pp	ADV
ajst-27303	192	46	.	.	PUNCT
ajst-27303	192	47	223	223	NUM
ajst-27303	192	48	-	-	SYM
ajst-27303	192	49	224	224	NUM
ajst-27303	192	50	.	.	PUNCT
ajst-27303	193	1	[	[	X
ajst-27303	193	2	49	49	NUM
ajst-27303	193	3	]	]	PUNCT
ajst-27303	193	4	m.	m.	NOUN
ajst-27303	193	5	yin	yin	PROPN
ajst-27303	193	6	,	,	PUNCT
ajst-27303	193	7	millimeter	millimeter	NOUN
ajst-27303	193	8	wave	wave	NOUN
ajst-27303	193	9	wireless	wireless	PROPN
ajst-27303	193	10	assisted	assist	VERB
ajst-27303	193	11	indoor	indoor	ADJ
ajst-27303	193	12	robot	robot	NOUN
ajst-27303	193	13	navigation	navigation	NOUN
ajst-27303	193	14	,	,	PUNCT
ajst-27303	193	15	new	new	PROPN
ajst-27303	193	16	york	york	PROPN
ajst-27303	193	17	university	university	PROPN
ajst-27303	193	18	tandon	tandon	PROPN
ajst-27303	193	19	school	school	PROPN
ajst-27303	193	20	of	of	ADP
ajst-27303	193	21	engineering	engineering	NOUN
ajst-27303	193	22	,	,	PUNCT
ajst-27303	193	23	2024	2024	NUM
ajst-27303	193	24	.	.	PUNCT
ajst-27303	194	1	[	[	X
ajst-27303	194	2	50	50	NUM
ajst-27303	194	3	]	]	PUNCT
ajst-27303	194	4	k.	k.	PROPN
ajst-27303	194	5	pfeiffer	pfeiffer	PROPN
ajst-27303	194	6	,	,	PUNCT
ajst-27303	194	7	y.	y.	PROPN
ajst-27303	194	8	jia	jia	PROPN
ajst-27303	194	9	,	,	PUNCT
ajst-27303	194	10	m.	m.	PROPN
ajst-27303	194	11	yin	yin	PROPN
ajst-27303	194	12	,	,	PUNCT
ajst-27303	194	13	a.k	a.k	PROPN
ajst-27303	194	14	.	.	PROPN
ajst-27303	194	15	veldanda	veldanda	PROPN
ajst-27303	194	16	,	,	PUNCT
ajst-27303	194	17	y.	y.	PROPN
ajst-27303	194	18	hu	hu	PROPN
ajst-27303	194	19	,	,	PUNCT
ajst-27303	194	20	a.	a.	NOUN
ajst-27303	194	21	trivedi	trivedi	PROPN
ajst-27303	194	22	,	,	PUNCT
ajst-27303	194	23	j.	j.	PROPN
ajst-27303	194	24	zhang	zhang	PROPN
ajst-27303	194	25	,	,	PUNCT
ajst-27303	194	26	s.	s.	PROPN
ajst-27303	194	27	garg	garg	PROPN
ajst-27303	194	28	,	,	PUNCT
ajst-27303	194	29	e.	e.	PROPN
ajst-27303	194	30	erkip	erkip	PROPN
ajst-27303	194	31	,	,	PUNCT
ajst-27303	194	32	s.	s.	PROPN
ajst-27303	194	33	rangan	rangan	PROPN
ajst-27303	194	34	,	,	PUNCT
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ajst-27303	194	36	planning	planning	NOUN
ajst-27303	194	37	under	under	ADP
ajst-27303	194	38	uncertainty	uncertainty	NOUN
ajst-27303	194	39	to	to	PART
ajst-27303	194	40	localize	localize	VERB
ajst-27303	194	41	mmwave	mmwave	NOUN
ajst-27303	194	42	sources	source	NOUN
ajst-27303	194	43	,	,	PUNCT
ajst-27303	194	44	2023	2023	NUM
ajst-27303	194	45	ieee	ieee	NOUN
ajst-27303	194	46	international	international	ADJ
ajst-27303	194	47	conference	conference	NOUN
ajst-27303	194	48	on	on	ADP
ajst-27303	194	49	robotics	robotic	NOUN
ajst-27303	194	50	and	and	CCONJ
ajst-27303	194	51	automation	automation	NOUN
ajst-27303	194	52	(	(	PUNCT
ajst-27303	194	53	icra	icra	PROPN
ajst-27303	194	54	)	)	PUNCT
ajst-27303	194	55	,	,	PUNCT
ajst-27303	194	56	ieee	ieee	NOUN
ajst-27303	194	57	,	,	PUNCT
ajst-27303	194	58	2023	2023	NUM
ajst-27303	194	59	,	,	PUNCT
ajst-27303	194	60	pp	pp	ADJ
ajst-27303	194	61	.	.	PUNCT
ajst-27303	195	1	3461	3461	NUM
ajst-27303	195	2	-	-	SYM
ajst-27303	195	3	3467	3467	NUM
ajst-27303	195	4	.	.	PUNCT
ajst-27303	196	1	[	[	X
ajst-27303	196	2	51	51	NUM
ajst-27303	196	3	]	]	X
ajst-27303	196	4	y.	y.	PROPN
ajst-27303	196	5	hu	hu	PROPN
ajst-27303	196	6	,	,	PUNCT
ajst-27303	196	7	m.	m.	PROPN
ajst-27303	196	8	yin	yin	PROPN
ajst-27303	196	9	,	,	PUNCT
ajst-27303	196	10	w.	w.	PROPN
ajst-27303	196	11	xia	xia	PROPN
ajst-27303	196	12	,	,	PUNCT
ajst-27303	196	13	s.	s.	PROPN
ajst-27303	196	14	rangan	rangan	PROPN
ajst-27303	196	15	,	,	PUNCT
ajst-27303	196	16	m.	m.	NOUN
ajst-27303	196	17	mezzavilla	mezzavilla	PROPN
ajst-27303	196	18	,	,	PUNCT
ajst-27303	196	19	multifrequency	multifrequency	NOUN
ajst-27303	196	20	channel	channel	NOUN
ajst-27303	196	21	modeling	modeling	NOUN
ajst-27303	196	22	for	for	ADP
ajst-27303	196	23	millimeter	millimeter	NOUN
ajst-27303	196	24	wave	wave	NOUN
ajst-27303	196	25	and	and	CCONJ
ajst-27303	196	26	thz	thz	ADJ
ajst-27303	196	27	wireless	wireless	ADJ
ajst-27303	196	28	communication	communication	NOUN
ajst-27303	196	29	via	via	ADP
ajst-27303	196	30	generative	generative	ADJ
ajst-27303	196	31	adversarial	adversarial	ADJ
ajst-27303	196	32	networks	network	NOUN
ajst-27303	196	33	,	,	PUNCT
ajst-27303	196	34	2022	2022	NUM
ajst-27303	196	35	56th	56th	ADJ
ajst-27303	196	36	asilomar	asilomar	NOUN
ajst-27303	196	37	conference	conference	NOUN
ajst-27303	196	38	on	on	ADP
ajst-27303	196	39	signals	signal	NOUN
ajst-27303	196	40	,	,	PUNCT
ajst-27303	196	41	systems	system	NOUN
ajst-27303	196	42	,	,	PUNCT
ajst-27303	196	43	and	and	CCONJ
ajst-27303	196	44	computers	computer	NOUN
ajst-27303	196	45	,	,	PUNCT
ajst-27303	196	46	ieee	ieee	NOUN
ajst-27303	196	47	,	,	PUNCT
ajst-27303	196	48	2022	2022	NUM
ajst-27303	196	49	,	,	PUNCT
ajst-27303	196	50	pp	pp	ADJ
ajst-27303	196	51	.	.	PUNCT
ajst-27303	197	1	670	670	NUM
ajst-27303	197	2	-	-	SYM
ajst-27303	197	3	676	676	NUM
ajst-27303	197	4	.	.	PUNCT
ajst-27303	198	1	[	[	X
ajst-27303	198	2	52	52	NUM
ajst-27303	198	3	]	]	PUNCT
ajst-27303	198	4	s.	s.	PROPN
ajst-27303	198	5	cao	cao	PROPN
ajst-27303	198	6	,	,	PUNCT
ajst-27303	198	7	j.	j.	PROPN
ajst-27303	198	8	xiao	xiao	PROPN
ajst-27303	198	9	,	,	PUNCT
ajst-27303	198	10	human	human	ADJ
ajst-27303	198	11	-	-	PUNCT
ajst-27303	198	12	robot	robot	NOUN
ajst-27303	198	13	complementary	complementary	ADJ
ajst-27303	198	14	collaboration	collaboration	NOUN
ajst-27303	198	15	for	for	ADP
ajst-27303	198	16	flexible	flexible	ADJ
ajst-27303	198	17	and	and	CCONJ
ajst-27303	198	18	precision	precision	NOUN
ajst-27303	198	19	assembly	assembly	NOUN
ajst-27303	198	20	,	,	PUNCT
ajst-27303	198	21	2024	2024	NUM
ajst-27303	198	22	ieee	ieee	PROPN
ajst-27303	198	23	international	international	ADJ
ajst-27303	198	24	conference	conference	NOUN
ajst-27303	198	25	on	on	ADP
ajst-27303	198	26	robotics	robotic	NOUN
ajst-27303	198	27	and	and	CCONJ
ajst-27303	198	28	automation	automation	NOUN
ajst-27303	198	29	(	(	PUNCT
ajst-27303	198	30	icra	icra	PROPN
ajst-27303	198	31	)	)	PUNCT
ajst-27303	198	32	,	,	PUNCT
ajst-27303	198	33	ieee	ieee	NOUN
ajst-27303	198	34	,	,	PUNCT
ajst-27303	198	35	2024	2024	NUM
ajst-27303	198	36	,	,	PUNCT
ajst-27303	198	37	pp	pp	ADJ
ajst-27303	198	38	.	.	PUNCT
ajst-27303	199	1	12971	12971	NUM
ajst-27303	199	2	-	-	SYM
ajst-27303	199	3	12977	12977	NUM
ajst-27303	199	4	.	.	PUNCT
ajst-27303	200	1	[	[	X
ajst-27303	200	2	53	53	NUM
ajst-27303	200	3	]	]	PUNCT
ajst-27303	200	4	t.	t.	PROPN
ajst-27303	200	5	kosch	kosch	PROPN
ajst-27303	200	6	,	,	PUNCT
ajst-27303	200	7	j.	j.	PROPN
ajst-27303	200	8	karolus	karolus	PROPN
ajst-27303	200	9	,	,	PUNCT
ajst-27303	200	10	j.	j.	PROPN
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ajst-27303	200	12	,	,	PUNCT
ajst-27303	200	13	h.	h.	PROPN
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ajst-27303	200	15	,	,	PUNCT
ajst-27303	200	16	a.	a.	NOUN
ajst-27303	200	17	schmidt	schmidt	PROPN
ajst-27303	200	18	,	,	PUNCT
ajst-27303	200	19	p.w	p.w	PROPN
ajst-27303	200	20	.	.	PROPN
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ajst-27303	200	22	,	,	PUNCT
ajst-27303	200	23	a	a	DET
ajst-27303	200	24	survey	survey	NOUN
ajst-27303	200	25	on	on	ADP
ajst-27303	200	26	measuring	measure	VERB
ajst-27303	200	27	cognitive	cognitive	ADJ
ajst-27303	200	28	workload	workload	NOUN
ajst-27303	200	29	in	in	ADP
ajst-27303	200	30	human	human	ADJ
ajst-27303	200	31	-	-	PUNCT
ajst-27303	200	32	computer	computer	NOUN
ajst-27303	200	33	interaction	interaction	NOUN
ajst-27303	200	34	,	,	PUNCT
ajst-27303	200	35	acm	acm	PROPN
ajst-27303	200	36	computing	computing	NOUN
ajst-27303	200	37	surveys	survey	NOUN
ajst-27303	200	38	55(13s	55(13s	NOUN
ajst-27303	200	39	)	)	PUNCT
ajst-27303	200	40	(	(	PUNCT
ajst-27303	200	41	2023	2023	NUM
ajst-27303	200	42	)	)	PUNCT
ajst-27303	200	43	1	1	NUM
ajst-27303	200	44	-	-	SYM
ajst-27303	200	45	39	39	NUM
ajst-27303	200	46	.	.	PUNCT
ajst-27303	201	1	[	[	X
ajst-27303	201	2	54	54	NUM
ajst-27303	201	3	]	]	PUNCT
ajst-27303	201	4	l.	l.	PROPN
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ajst-27303	201	8	ouyang	ouyang	PROPN
ajst-27303	201	9	,	,	PUNCT
ajst-27303	201	10	x.	x.	PROPN
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ajst-27303	201	12	,	,	PUNCT
ajst-27303	201	13	p.	p.	PROPN
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ajst-27303	201	15	,	,	PUNCT
ajst-27303	201	16	j.	j.	PROPN
ajst-27303	201	17	chen	chen	PROPN
ajst-27303	201	18	,	,	PUNCT
ajst-27303	201	19	x.	x.	PROPN
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ajst-27303	201	21	,	,	PUNCT
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ajst-27303	201	23	pietikäinen	pietikäinen	NOUN
ajst-27303	201	24	,	,	PUNCT
ajst-27303	201	25	deep	deep	ADJ
ajst-27303	201	26	learning	learning	NOUN
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ajst-27303	201	31	:	:	PUNCT
ajst-27303	201	32	a	a	DET
ajst-27303	201	33	survey	survey	NOUN
ajst-27303	201	34	,	,	PUNCT
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ajst-27303	201	37	of	of	ADP
ajst-27303	201	38	computer	computer	NOUN
ajst-27303	201	39	vision	vision	NOUN
ajst-27303	201	40	128	128	NUM
ajst-27303	201	41	(	(	PUNCT
ajst-27303	201	42	2020	2020	NUM
ajst-27303	201	43	)	)	PUNCT
ajst-27303	201	44	261	261	NUM
ajst-27303	201	45	-	-	SYM
ajst-27303	201	46	318	318	NUM
ajst-27303	201	47	.	.	PUNCT
ajst-27303	201	48	34	34	NUM
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ajst-27303	202	2	55	55	NUM
ajst-27303	202	3	]	]	PUNCT
ajst-27303	202	4	e.	e.	PROPN
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ajst-27303	202	6	,	,	PUNCT
ajst-27303	202	7	g.	g.	PROPN
ajst-27303	202	8	zhang	zhang	PROPN
ajst-27303	202	9	,	,	PUNCT
ajst-27303	202	10	r.	r.	PROPN
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ajst-27303	202	22	,	,	PUNCT
ajst-27303	202	23	y.	y.	PROPN
ajst-27303	202	24	pan	pan	PROPN
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ajst-27303	202	30	distribution	distribution	NOUN
ajst-27303	202	31	shift	shift	NOUN
ajst-27303	202	32	,	,	PUNCT
ajst-27303	202	33	journal	journal	NOUN
ajst-27303	202	34	of	of	ADP
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ajst-27303	202	38	25(247	25(247	PROPN
ajst-27303	202	39	)	)	PUNCT
ajst-27303	202	40	(	(	PUNCT
ajst-27303	202	41	2024	2024	NUM
ajst-27303	202	42	)	)	PUNCT
ajst-27303	202	43	1	1	NUM
ajst-27303	202	44	-	-	SYM
ajst-27303	202	45	32	32	NUM
ajst-27303	202	46	.	.	PUNCT
ajst-27303	203	1	[	[	X
ajst-27303	203	2	56	56	NUM
ajst-27303	203	3	]	]	X
ajst-27303	203	4	y.	y.	PROPN
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ajst-27303	203	6	,	,	PUNCT
ajst-27303	203	7	x.	x.	PROPN
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ajst-27303	203	9	,	,	PUNCT
ajst-27303	203	10	m.	m.	NOUN
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ajst-27303	203	12	,	,	PUNCT
ajst-27303	203	13	2d	2d	PROPN
ajst-27303	203	14	spectral	spectral	ADJ
ajst-27303	203	15	transposed	transpose	VERB
ajst-27303	203	16	convolutional	convolutional	ADJ
ajst-27303	203	17	neural	neural	ADJ
ajst-27303	203	18	network	network	NOUN
ajst-27303	203	19	for	for	ADP
ajst-27303	203	20	s	s	NOUN
ajst-27303	203	21	-	-	PUNCT
ajst-27303	203	22	parameter	parameter	NOUN
ajst-27303	203	23	predictions	prediction	NOUN
ajst-27303	203	24	,	,	PUNCT
ajst-27303	203	25	2022	2022	NUM
ajst-27303	203	26	ieee	ieee	NOUN
ajst-27303	203	27	31st	31st	NOUN
ajst-27303	203	28	conference	conference	NOUN
ajst-27303	203	29	on	on	ADP
ajst-27303	203	30	electrical	electrical	ADJ
ajst-27303	203	31	performance	performance	NOUN
ajst-27303	203	32	of	of	ADP
ajst-27303	203	33	electronic	electronic	ADJ
ajst-27303	203	34	packaging	packaging	NOUN
ajst-27303	203	35	and	and	CCONJ
ajst-27303	203	36	systems	system	NOUN
ajst-27303	203	37	(	(	PUNCT
ajst-27303	203	38	epeps	epep	NOUN
ajst-27303	203	39	)	)	PUNCT
ajst-27303	203	40	,	,	PUNCT
ajst-27303	203	41	ieee	ieee	NOUN
ajst-27303	203	42	,	,	PUNCT
ajst-27303	203	43	2022	2022	NUM
ajst-27303	203	44	,	,	PUNCT
ajst-27303	203	45	pp	pp	ADJ
ajst-27303	203	46	.	.	PUNCT
ajst-27303	204	1	1	1	NUM
ajst-27303	204	2	-	-	SYM
ajst-27303	204	3	3	3	NUM
ajst-27303	204	4	.	.	PUNCT
ajst-27303	205	1	[	[	X
ajst-27303	205	2	57	57	NUM
ajst-27303	205	3	]	]	PUNCT
ajst-27303	205	4	m.	m.	NOUN
ajst-27303	205	5	swaminathan	swaminathan	PROPN
ajst-27303	205	6	,	,	PUNCT
ajst-27303	205	7	o.w	o.w	PROPN
ajst-27303	205	8	.	.	PROPN
ajst-27303	205	9	bhatti	bhatti	PROPN
ajst-27303	205	10	,	,	PUNCT
ajst-27303	205	11	y.	y.	PROPN
ajst-27303	205	12	guo	guo	PROPN
ajst-27303	205	13	,	,	PUNCT
ajst-27303	205	14	e.	e.	PROPN
ajst-27303	205	15	huang	huang	PROPN
ajst-27303	205	16	,	,	PUNCT
ajst-27303	205	17	o.	o.	PROPN
ajst-27303	205	18	akinwande	akinwande	PROPN
ajst-27303	205	19	,	,	PUNCT
ajst-27303	205	20	bayesian	bayesian	NOUN
ajst-27303	205	21	learning	learn	VERB
ajst-27303	205	22	for	for	ADP
ajst-27303	205	23	uncertainty	uncertainty	NOUN
ajst-27303	205	24	quantification	quantification	NOUN
ajst-27303	205	25	,	,	PUNCT
ajst-27303	205	26	optimization	optimization	NOUN
ajst-27303	205	27	,	,	PUNCT
ajst-27303	205	28	and	and	CCONJ
ajst-27303	205	29	inverse	inverse	NOUN
ajst-27303	205	30	design	design	NOUN
ajst-27303	205	31	,	,	PUNCT
ajst-27303	205	32	ieee	ieee	NOUN
ajst-27303	205	33	transactions	transaction	NOUN
ajst-27303	205	34	on	on	ADP
ajst-27303	205	35	microwave	microwave	NOUN
ajst-27303	205	36	theory	theory	NOUN
ajst-27303	205	37	and	and	CCONJ
ajst-27303	205	38	techniques	technique	NOUN
ajst-27303	205	39	70(11	70(11	NUM
ajst-27303	205	40	)	)	PUNCT
ajst-27303	205	41	(	(	PUNCT
ajst-27303	205	42	2022	2022	NUM
ajst-27303	205	43	)	)	PUNCT
ajst-27303	205	44	4620	4620	NUM
ajst-27303	205	45	-	-	SYM
ajst-27303	205	46	4634	4634	NUM
ajst-27303	205	47	.	.	PUNCT
ajst-27303	206	1	[	[	X
ajst-27303	206	2	58	58	NUM
ajst-27303	206	3	]	]	X
ajst-27303	206	4	y.	y.	PROPN
ajst-27303	206	5	fu	fu	PROPN
ajst-27303	206	6	,	,	PUNCT
ajst-27303	206	7	a.	a.	NOUN
ajst-27303	206	8	jain	jain	PROPN
ajst-27303	206	9	,	,	PUNCT
ajst-27303	206	10	x.	x.	NOUN
ajst-27303	206	11	di	di	PROPN
ajst-27303	206	12	,	,	PUNCT
ajst-27303	206	13	x.	x.	PROPN
ajst-27303	206	14	chen	chen	PROPN
ajst-27303	206	15	,	,	PUNCT
ajst-27303	206	16	z.	z.	PROPN
ajst-27303	206	17	mo	mo	PROPN
ajst-27303	206	18	,	,	PUNCT
ajst-27303	206	19	drivegenvlm	drivegenvlm	VERB
ajst-27303	206	20	:	:	PUNCT
ajst-27303	206	21	realworld	realworld	PROPN
ajst-27303	206	22	video	video	NOUN
ajst-27303	206	23	generation	generation	NOUN
ajst-27303	206	24	for	for	ADP
ajst-27303	206	25	vision	vision	NOUN
ajst-27303	206	26	language	language	NOUN
ajst-27303	206	27	model	model	NOUN
ajst-27303	206	28	based	base	VERB
ajst-27303	206	29	autonomous	autonomous	ADJ
ajst-27303	206	30	driving	driving	NOUN
ajst-27303	206	31	,	,	PUNCT
ajst-27303	206	32	arxiv	arxiv	PROPN
ajst-27303	206	33	preprint	preprint	NOUN
ajst-27303	206	34	arxiv:2408.16647	arxiv:2408.16647	NOUN
ajst-27303	206	35	(	(	PUNCT
ajst-27303	206	36	2024	2024	NUM
ajst-27303	206	37	)	)	PUNCT
ajst-27303	206	38	.	.	PUNCT
ajst-27303	207	1	[	[	X
ajst-27303	207	2	59	59	NUM
ajst-27303	207	3	]	]	PUNCT
ajst-27303	207	4	x.	x.	PROPN
ajst-27303	207	5	chen	chen	PROPN
ajst-27303	207	6	,	,	PUNCT
ajst-27303	207	7	f.	f.	PROPN
ajst-27303	207	8	yongjie	yongjie	PROPN
ajst-27303	207	9	,	,	PUNCT
ajst-27303	207	10	s.	s.	PROPN
ajst-27303	207	11	liu	liu	PROPN
ajst-27303	207	12	,	,	PUNCT
ajst-27303	207	13	x.	x.	PROPN
ajst-27303	207	14	di	di	PROPN
ajst-27303	207	15	,	,	PUNCT
ajst-27303	207	16	physics	physics	NOUN
ajst-27303	207	17	-	-	PUNCT
ajst-27303	207	18	informed	inform	VERB
ajst-27303	207	19	neural	neural	ADJ
ajst-27303	207	20	operator	operator	NOUN
ajst-27303	207	21	for	for	ADP
ajst-27303	207	22	coupled	couple	VERB
ajst-27303	207	23	forward	forward	ADJ
ajst-27303	207	24	-	-	PUNCT
ajst-27303	207	25	backward	backward	ADJ
ajst-27303	207	26	partial	partial	ADJ
ajst-27303	207	27	differential	differential	NOUN
ajst-27303	207	28	equations	equation	NOUN
ajst-27303	207	29	,	,	PUNCT
ajst-27303	207	30	1st	1st	ADJ
ajst-27303	207	31	workshop	workshop	NOUN
ajst-27303	207	32	on	on	ADP
ajst-27303	207	33	the	the	DET
ajst-27303	207	34	synergy	synergy	NOUN
ajst-27303	207	35	of	of	ADP
ajst-27303	207	36	scientific	scientific	ADJ
ajst-27303	207	37	and	and	CCONJ
ajst-27303	207	38	machine	machine	NOUN
ajst-27303	207	39	learning	learning	NOUN
ajst-27303	207	40	modeling@	modeling@	PROPN
ajst-27303	207	41	icml2023	icml2023	PROPN
ajst-27303	207	42	,	,	PUNCT
ajst-27303	207	43	2023	2023	NUM
ajst-27303	207	44	.	.	PUNCT
ajst-27303	208	1	[	[	X
ajst-27303	208	2	60	60	NUM
ajst-27303	208	3	]	]	X
ajst-27303	208	4	s.	s.	PROPN
ajst-27303	208	5	sun	sun	PROPN
ajst-27303	208	6	,	,	PUNCT
ajst-27303	208	7	r.	r.	PROPN
ajst-27303	208	8	li	li	PROPN
ajst-27303	208	9	,	,	PUNCT
ajst-27303	208	10	p.	p.	PROPN
ajst-27303	208	11	torr	torr	PROPN
ajst-27303	208	12	,	,	PUNCT
ajst-27303	208	13	x.	x.	PROPN
ajst-27303	208	14	gu	gu	PROPN
ajst-27303	208	15	,	,	PUNCT
ajst-27303	208	16	s.	s.	PROPN
ajst-27303	208	17	li	li	PROPN
ajst-27303	208	18	,	,	PUNCT
ajst-27303	208	19	clip	clip	VERB
ajst-27303	208	20	as	as	ADP
ajst-27303	208	21	rnn	rnn	NOUN
ajst-27303	208	22	:	:	PUNCT
ajst-27303	208	23	segment	segment	NOUN
ajst-27303	208	24	countless	countless	ADJ
ajst-27303	208	25	visual	visual	ADJ
ajst-27303	208	26	concepts	concept	NOUN
ajst-27303	208	27	without	without	ADP
ajst-27303	208	28	training	training	NOUN
ajst-27303	208	29	endeavor	endeavor	NOUN
ajst-27303	208	30	,	,	PUNCT
ajst-27303	208	31	proceedings	proceeding	NOUN
ajst-27303	208	32	of	of	ADP
ajst-27303	208	33	the	the	DET
ajst-27303	208	34	ieee	ieee	NOUN
ajst-27303	208	35	/	/	SYM
ajst-27303	208	36	cvf	cvf	NOUN
ajst-27303	208	37	conference	conference	NOUN
ajst-27303	208	38	on	on	ADP
ajst-27303	208	39	computer	computer	NOUN
ajst-27303	208	40	vision	vision	NOUN
ajst-27303	208	41	and	and	CCONJ
ajst-27303	208	42	pattern	pattern	NOUN
ajst-27303	208	43	recognition	recognition	NOUN
ajst-27303	208	44	,	,	PUNCT
ajst-27303	208	45	2024	2024	NUM
ajst-27303	208	46	,	,	PUNCT
ajst-27303	208	47	pp	pp	ADJ
ajst-27303	208	48	.	.	PUNCT
ajst-27303	208	49	13171	13171	NUM
ajst-27303	208	50	-	-	SYM
ajst-27303	208	51	13182	13182	NUM
ajst-27303	208	52	.	.	PUNCT