id	sid	tid	token	lemma	pos
ajst-31827	1	1	academic	academic	ADJ
ajst-31827	1	2	journal	journal	NOUN
ajst-31827	1	3	of	of	ADP
ajst-31827	1	4	science	science	NOUN
ajst-31827	1	5	and	and	CCONJ
ajst-31827	1	6	technology	technology	NOUN
ajst-31827	1	7	issn	issn	NOUN
ajst-31827	1	8	:	:	PUNCT
ajst-31827	1	9	2771	2771	NUM
ajst-31827	1	10	-	-	SYM
ajst-31827	1	11	3032	3032	NUM
ajst-31827	1	12	|	|	NOUN
ajst-31827	1	13	vol	vol	NOUN
ajst-31827	1	14	.	.	PROPN
ajst-31827	2	1	16	16	NUM
ajst-31827	2	2	,	,	PUNCT
ajst-31827	2	3	no	no	INTJ
ajst-31827	2	4	.	.	NOUN
ajst-31827	2	5	3	3	NUM
ajst-31827	2	6	,	,	PUNCT
ajst-31827	2	7	2025	2025	NUM
ajst-31827	2	8	52	52	NUM
ajst-31827	2	9	research	research	NOUN
ajst-31827	2	10	on	on	ADP
ajst-31827	2	11	pigment	pigment	ADJ
ajst-31827	2	12	analysis	analysis	NOUN
ajst-31827	2	13	and	and	CCONJ
ajst-31827	2	14	protection	protection	NOUN
ajst-31827	2	15	of	of	ADP
ajst-31827	2	16	fahai	fahai	ADJ
ajst-31827	2	17	temple	temple	PROPN
ajst-31827	2	18	murals	mural	NOUN
ajst-31827	2	19	based	base	VERB
ajst-31827	2	20	on	on	ADP
ajst-31827	2	21	high‐resolution	high‐resolution	NOUN
ajst-31827	2	22	multispectral	multispectral	ADJ
ajst-31827	2	23	imaging	imaging	NOUN
ajst-31827	2	24	technology	technology	PROPN
ajst-31827	2	25	gegenzhula1	gegenzhula1	PROPN
ajst-31827	2	26	,	,	PUNCT
ajst-31827	2	27	m.molomjamts2	m.molomjamts2	PROPN
ajst-31827	2	28	1	1	NUM
ajst-31827	2	29	mongolian	mongolian	PROPN
ajst-31827	2	30	national	national	PROPN
ajst-31827	2	31	university	university	PROPN
ajst-31827	2	32	of	of	ADP
ajst-31827	2	33	education	education	NOUN
ajst-31827	2	34	,	,	PUNCT
ajst-31827	2	35	school	school	NOUN
ajst-31827	2	36	of	of	ADP
ajst-31827	2	37	fine	fine	ADJ
ajst-31827	2	38	arts	art	NOUN
ajst-31827	2	39	and	and	CCONJ
ajst-31827	2	40	technology	technology	NOUN
ajst-31827	2	41	,	,	PUNCT
ajst-31827	2	42	f.ar21f714	f.ar21f714	NOUN
ajst-31827	2	43	,	,	PUNCT
ajst-31827	2	44	ub	ub	INTJ
ajst-31827	2	45	,	,	PUNCT
ajst-31827	2	46	mongolia	mongolia	PROPN
ajst-31827	2	47	2	2	NUM
ajst-31827	2	48	mongolian	mongolian	PROPN
ajst-31827	2	49	national	national	PROPN
ajst-31827	2	50	university	university	PROPN
ajst-31827	2	51	of	of	ADP
ajst-31827	2	52	education	education	NOUN
ajst-31827	2	53	,	,	PUNCT
ajst-31827	2	54	school	school	NOUN
ajst-31827	2	55	of	of	ADP
ajst-31827	2	56	fine	fine	ADJ
ajst-31827	2	57	arts	art	NOUN
ajst-31827	2	58	and	and	CCONJ
ajst-31827	2	59	technology	technology	NOUN
ajst-31827	2	60	,	,	PUNCT
ajst-31827	2	61	doctor	doctor	NOUN
ajst-31827	2	62	,	,	PUNCT
ajst-31827	2	63	propessor	propessor	NOUN
ajst-31827	2	64	,	,	PUNCT
ajst-31827	2	65	ub	ub	PROPN
ajst-31827	2	66	,	,	PUNCT
ajst-31827	2	67	mongolia	mongolia	PROPN
ajst-31827	2	68	abstract	abstract	PROPN
ajst-31827	2	69	:	:	PUNCT
ajst-31827	2	70	the	the	DET
ajst-31827	2	71	murals	mural	NOUN
ajst-31827	2	72	of	of	ADP
ajst-31827	2	73	fahai	fahai	ADJ
ajst-31827	2	74	temple	temple	NOUN
ajst-31827	2	75	,	,	PUNCT
ajst-31827	2	76	as	as	ADP
ajst-31827	2	77	a	a	DET
ajst-31827	2	78	treasure	treasure	NOUN
ajst-31827	2	79	of	of	ADP
ajst-31827	2	80	ming	ming	PROPN
ajst-31827	2	81	dynasty	dynasty	PROPN
ajst-31827	2	82	art	art	NOUN
ajst-31827	2	83	,	,	PUNCT
ajst-31827	2	84	face	face	VERB
ajst-31827	2	85	challenges	challenge	NOUN
ajst-31827	2	86	in	in	ADP
ajst-31827	2	87	the	the	DET
ajst-31827	2	88	identification	identification	NOUN
ajst-31827	2	89	of	of	ADP
ajst-31827	2	90	fine	fine	ADJ
ajst-31827	2	91	pigments	pigment	NOUN
ajst-31827	2	92	and	and	CCONJ
ajst-31827	2	93	scientific	scientific	ADJ
ajst-31827	2	94	protection	protection	NOUN
ajst-31827	2	95	due	due	ADP
ajst-31827	2	96	to	to	ADP
ajst-31827	2	97	the	the	DET
ajst-31827	2	98	limitations	limitation	NOUN
ajst-31827	2	99	of	of	ADP
ajst-31827	2	100	traditional	traditional	ADJ
ajst-31827	2	101	methods	method	NOUN
ajst-31827	2	102	.	.	PUNCT
ajst-31827	3	1	high	high	ADJ
ajst-31827	3	2	-	-	PUNCT
ajst-31827	3	3	resolution	resolution	NOUN
ajst-31827	3	4	multispectral	multispectral	ADJ
ajst-31827	3	5	imaging	imaging	NOUN
ajst-31827	3	6	(	(	PUNCT
ajst-31827	3	7	hr	hr	NOUN
ajst-31827	3	8	-	-	PUNCT
ajst-31827	3	9	msi	msi	NOUN
ajst-31827	3	10	)	)	PUNCT
ajst-31827	3	11	technology	technology	NOUN
ajst-31827	3	12	,	,	PUNCT
ajst-31827	3	13	which	which	PRON
ajst-31827	3	14	combines	combine	VERB
ajst-31827	3	15	the	the	DET
ajst-31827	3	16	advantages	advantage	NOUN
ajst-31827	3	17	of	of	ADP
ajst-31827	3	18	imaging	imaging	NOUN
ajst-31827	3	19	and	and	CCONJ
ajst-31827	3	20	spectroscopy	spectroscopy	NOUN
ajst-31827	3	21	,	,	PUNCT
ajst-31827	3	22	offers	offer	VERB
ajst-31827	3	23	a	a	DET
ajst-31827	3	24	new	new	ADJ
ajst-31827	3	25	approach	approach	NOUN
ajst-31827	3	26	for	for	ADP
ajst-31827	3	27	non	non	ADJ
ajst-31827	3	28	-	-	ADJ
ajst-31827	3	29	destructive	destructive	ADJ
ajst-31827	3	30	analysis	analysis	NOUN
ajst-31827	3	31	of	of	ADP
ajst-31827	3	32	cultural	cultural	ADJ
ajst-31827	3	33	relics	relic	NOUN
ajst-31827	3	34	.	.	PUNCT
ajst-31827	4	1	this	this	DET
ajst-31827	4	2	paper	paper	NOUN
ajst-31827	4	3	reviews	review	VERB
ajst-31827	4	4	the	the	DET
ajst-31827	4	5	technical	technical	ADJ
ajst-31827	4	6	system	system	NOUN
ajst-31827	4	7	and	and	CCONJ
ajst-31827	4	8	points	point	VERB
ajst-31827	4	9	out	out	ADP
ajst-31827	4	10	that	that	SCONJ
ajst-31827	4	11	although	although	SCONJ
ajst-31827	4	12	it	it	PRON
ajst-31827	4	13	has	have	AUX
ajst-31827	4	14	been	be	AUX
ajst-31827	4	15	applied	apply	VERB
ajst-31827	4	16	in	in	ADP
ajst-31827	4	17	the	the	DET
ajst-31827	4	18	field	field	NOUN
ajst-31827	4	19	of	of	ADP
ajst-31827	4	20	cultural	cultural	ADJ
ajst-31827	4	21	heritage	heritage	NOUN
ajst-31827	4	22	,	,	PUNCT
ajst-31827	4	23	there	there	PRON
ajst-31827	4	24	is	be	VERB
ajst-31827	4	25	a	a	DET
ajst-31827	4	26	lack	lack	NOUN
ajst-31827	4	27	of	of	ADP
ajst-31827	4	28	systematic	systematic	ADJ
ajst-31827	4	29	research	research	NOUN
ajst-31827	4	30	integrating	integrate	VERB
ajst-31827	4	31	it	it	PRON
ajst-31827	4	32	with	with	ADP
ajst-31827	4	33	advanced	advanced	ADJ
ajst-31827	4	34	algorithms	algorithm	NOUN
ajst-31827	4	35	such	such	ADJ
ajst-31827	4	36	as	as	ADP
ajst-31827	4	37	deep	deep	ADJ
ajst-31827	4	38	learning	learning	NOUN
ajst-31827	4	39	for	for	ADP
ajst-31827	4	40	the	the	DET
ajst-31827	4	41	murals	mural	NOUN
ajst-31827	4	42	of	of	ADP
ajst-31827	4	43	fahai	fahai	ADJ
ajst-31827	4	44	temple	temple	NOUN
ajst-31827	4	45	.	.	PUNCT
ajst-31827	5	1	the	the	DET
ajst-31827	5	2	paper	paper	NOUN
ajst-31827	5	3	argues	argue	VERB
ajst-31827	5	4	for	for	ADP
ajst-31827	5	5	the	the	DET
ajst-31827	5	6	necessity	necessity	NOUN
ajst-31827	5	7	of	of	ADP
ajst-31827	5	8	applying	apply	VERB
ajst-31827	5	9	this	this	DET
ajst-31827	5	10	technology	technology	NOUN
ajst-31827	5	11	and	and	CCONJ
ajst-31827	5	12	proposes	propose	VERB
ajst-31827	5	13	specific	specific	ADJ
ajst-31827	5	14	implementation	implementation	NOUN
ajst-31827	5	15	suggestions	suggestion	NOUN
ajst-31827	5	16	:	:	PUNCT
ajst-31827	5	17	building	build	VERB
ajst-31827	5	18	a	a	DET
ajst-31827	5	19	high	high	ADJ
ajst-31827	5	20	-	-	PUNCT
ajst-31827	5	21	resolution	resolution	NOUN
ajst-31827	5	22	spectral	spectral	ADJ
ajst-31827	5	23	database	database	NOUN
ajst-31827	5	24	of	of	ADP
ajst-31827	5	25	murals	mural	NOUN
ajst-31827	5	26	;	;	PUNCT
ajst-31827	5	27	using	use	VERB
ajst-31827	5	28	algorithms	algorithm	NOUN
ajst-31827	5	29	such	such	ADJ
ajst-31827	5	30	as	as	ADP
ajst-31827	5	31	superpixel	superpixel	ADJ
ajst-31827	5	32	segmentation	segmentation	NOUN
ajst-31827	5	33	and	and	CCONJ
ajst-31827	5	34	pixel	pixel	ADJ
ajst-31827	5	35	difference	difference	NOUN
ajst-31827	5	36	convolution	convolution	NOUN
ajst-31827	5	37	to	to	PART
ajst-31827	5	38	deeply	deeply	ADV
ajst-31827	5	39	explore	explore	VERB
ajst-31827	5	40	the	the	DET
ajst-31827	5	41	distribution	distribution	NOUN
ajst-31827	5	42	of	of	ADP
ajst-31827	5	43	pigments	pigment	NOUN
ajst-31827	5	44	and	and	CCONJ
ajst-31827	5	45	hidden	hidden	ADJ
ajst-31827	5	46	line	line	NOUN
ajst-31827	5	47	drafts	draft	NOUN
ajst-31827	5	48	;	;	PUNCT
ajst-31827	5	49	achieving	achieve	VERB
ajst-31827	5	50	precise	precise	ADJ
ajst-31827	5	51	diagnosis	diagnosis	NOUN
ajst-31827	5	52	of	of	ADP
ajst-31827	5	53	pigment	pigment	NOUN
ajst-31827	5	54	fading	fading	NOUN
ajst-31827	5	55	and	and	CCONJ
ajst-31827	5	56	diseases	disease	NOUN
ajst-31827	5	57	;	;	PUNCT
ajst-31827	5	58	and	and	CCONJ
ajst-31827	5	59	applying	apply	VERB
ajst-31827	5	60	the	the	DET
ajst-31827	5	61	results	result	NOUN
ajst-31827	5	62	to	to	PART
ajst-31827	5	63	guide	guide	VERB
ajst-31827	5	64	preventive	preventive	ADJ
ajst-31827	5	65	protection	protection	NOUN
ajst-31827	5	66	and	and	CCONJ
ajst-31827	5	67	restoration	restoration	NOUN
ajst-31827	5	68	practices	practice	NOUN
ajst-31827	5	69	.	.	PUNCT
ajst-31827	6	1	this	this	DET
ajst-31827	6	2	study	study	NOUN
ajst-31827	6	3	provides	provide	VERB
ajst-31827	6	4	a	a	DET
ajst-31827	6	5	systematic	systematic	ADJ
ajst-31827	6	6	technical	technical	ADJ
ajst-31827	6	7	solution	solution	NOUN
ajst-31827	6	8	and	and	CCONJ
ajst-31827	6	9	theoretical	theoretical	ADJ
ajst-31827	6	10	basis	basis	NOUN
ajst-31827	6	11	for	for	ADP
ajst-31827	6	12	the	the	DET
ajst-31827	6	13	in	in	ADP
ajst-31827	6	14	-	-	PUNCT
ajst-31827	6	15	depth	depth	NOUN
ajst-31827	6	16	understanding	understanding	NOUN
ajst-31827	6	17	and	and	CCONJ
ajst-31827	6	18	scientific	scientific	ADJ
ajst-31827	6	19	protection	protection	NOUN
ajst-31827	6	20	of	of	ADP
ajst-31827	6	21	the	the	DET
ajst-31827	6	22	murals	mural	NOUN
ajst-31827	6	23	of	of	ADP
ajst-31827	6	24	fahai	fahai	ADJ
ajst-31827	6	25	temple	temple	NOUN
ajst-31827	6	26	,	,	PUNCT
ajst-31827	6	27	and	and	CCONJ
ajst-31827	6	28	is	be	AUX
ajst-31827	6	29	of	of	ADP
ajst-31827	6	30	great	great	ADJ
ajst-31827	6	31	significance	significance	NOUN
ajst-31827	6	32	for	for	ADP
ajst-31827	6	33	promoting	promote	VERB
ajst-31827	6	34	the	the	DET
ajst-31827	6	35	innovation	innovation	NOUN
ajst-31827	6	36	of	of	ADP
ajst-31827	6	37	high	high	ADJ
ajst-31827	6	38	-	-	PUNCT
ajst-31827	6	39	level	level	NOUN
ajst-31827	6	40	cultural	cultural	ADJ
ajst-31827	6	41	relic	relic	NOUN
ajst-31827	6	42	protection	protection	NOUN
ajst-31827	6	43	paradigms	paradigm	VERB
ajst-31827	6	44	.	.	PUNCT
ajst-31827	7	1	keywords	keyword	NOUN
ajst-31827	7	2	:	:	PUNCT
ajst-31827	7	3	high	high	ADJ
ajst-31827	7	4	-	-	PUNCT
ajst-31827	7	5	resolution	resolution	NOUN
ajst-31827	7	6	multispectral	multispectral	ADJ
ajst-31827	7	7	imaging	imaging	NOUN
ajst-31827	7	8	;	;	PUNCT
ajst-31827	7	9	fahai	fahai	ADJ
ajst-31827	7	10	temple	temple	PROPN
ajst-31827	7	11	murals	mural	NOUN
ajst-31827	7	12	;	;	PUNCT
ajst-31827	7	13	pigment	pigment	ADJ
ajst-31827	7	14	analysis	analysis	NOUN
ajst-31827	7	15	;	;	PUNCT
ajst-31827	7	16	non	non	ADJ
ajst-31827	7	17	-	-	ADJ
ajst-31827	7	18	destructive	destructive	ADJ
ajst-31827	7	19	testing	testing	NOUN
ajst-31827	7	20	;	;	PUNCT
ajst-31827	7	21	cultural	cultural	ADJ
ajst-31827	7	22	heritage	heritage	NOUN
ajst-31827	7	23	protection	protection	NOUN
ajst-31827	7	24	.	.	PUNCT
ajst-31827	8	1	1	1	X
ajst-31827	8	2	.	.	X
ajst-31827	8	3	introduction	introduction	NOUN
ajst-31827	8	4	the	the	DET
ajst-31827	8	5	murals	mural	NOUN
ajst-31827	8	6	of	of	ADP
ajst-31827	8	7	fahai	fahai	ADJ
ajst-31827	8	8	temple	temple	NOUN
ajst-31827	8	9	are	be	AUX
ajst-31827	8	10	outstanding	outstanding	ADJ
ajst-31827	8	11	representatives	representative	NOUN
ajst-31827	8	12	of	of	ADP
ajst-31827	8	13	ming	ming	PROPN
ajst-31827	8	14	dynasty	dynasty	PROPN
ajst-31827	8	15	mural	mural	ADJ
ajst-31827	8	16	art	art	NOUN
ajst-31827	8	17	in	in	ADP
ajst-31827	8	18	china	china	PROPN
ajst-31827	8	19	,	,	PUNCT
ajst-31827	8	20	renowned	renowne	VERB
ajst-31827	8	21	worldwide	worldwide	ADV
ajst-31827	8	22	for	for	ADP
ajst-31827	8	23	their	their	PRON
ajst-31827	8	24	exquisite	exquisite	ADJ
ajst-31827	8	25	craftsmanship	craftsmanship	NOUN
ajst-31827	8	26	,	,	PUNCT
ajst-31827	8	27	grandeur	grandeur	NOUN
ajst-31827	8	28	and	and	CCONJ
ajst-31827	8	29	well	well	ADV
ajst-31827	8	30	-	-	PUNCT
ajst-31827	8	31	preserved	preserve	VERB
ajst-31827	8	32	condition	condition	NOUN
ajst-31827	8	33	,	,	PUNCT
ajst-31827	8	34	and	and	CCONJ
ajst-31827	8	35	possess	possess	VERB
ajst-31827	8	36	extremely	extremely	ADV
ajst-31827	8	37	high	high	ADJ
ajst-31827	8	38	historical	historical	ADJ
ajst-31827	8	39	,	,	PUNCT
ajst-31827	8	40	artistic	artistic	ADJ
ajst-31827	8	41	and	and	CCONJ
ajst-31827	8	42	scientific	scientific	ADJ
ajst-31827	8	43	value	value	NOUN
ajst-31827	8	44	.	.	PUNCT
ajst-31827	9	1	however	however	ADV
ajst-31827	9	2	,	,	PUNCT
ajst-31827	9	3	after	after	ADP
ajst-31827	9	4	several	several	ADJ
ajst-31827	9	5	hundred	hundred	NUM
ajst-31827	9	6	years	year	NOUN
ajst-31827	9	7	of	of	ADP
ajst-31827	9	8	vicissitudes	vicissitude	NOUN
ajst-31827	9	9	,	,	PUNCT
ajst-31827	9	10	the	the	DET
ajst-31827	9	11	murals	mural	NOUN
ajst-31827	9	12	are	be	AUX
ajst-31827	9	13	now	now	ADV
ajst-31827	9	14	threatened	threaten	VERB
ajst-31827	9	15	by	by	ADP
ajst-31827	9	16	various	various	ADJ
ajst-31827	9	17	diseases	disease	NOUN
ajst-31827	9	18	such	such	ADJ
ajst-31827	9	19	as	as	ADP
ajst-31827	9	20	pigment	pigment	ADJ
ajst-31827	9	21	fading	fading	NOUN
ajst-31827	9	22	,	,	PUNCT
ajst-31827	9	23	flaking	flaking	NOUN
ajst-31827	9	24	and	and	CCONJ
ajst-31827	9	25	mold	mold	NOUN
ajst-31827	9	26	,	,	PUNCT
ajst-31827	9	27	and	and	CCONJ
ajst-31827	9	28	their	their	PRON
ajst-31827	9	29	preservation	preservation	NOUN
ajst-31827	9	30	status	status	NOUN
ajst-31827	9	31	is	be	AUX
ajst-31827	9	32	a	a	DET
ajst-31827	9	33	cause	cause	NOUN
ajst-31827	9	34	for	for	ADP
ajst-31827	9	35	concern	concern	NOUN
ajst-31827	9	36	.	.	PUNCT
ajst-31827	10	1	precise	precise	ADJ
ajst-31827	10	2	identification	identification	NOUN
ajst-31827	10	3	of	of	ADP
ajst-31827	10	4	mural	mural	ADJ
ajst-31827	10	5	pigments	pigment	NOUN
ajst-31827	10	6	and	and	CCONJ
ajst-31827	10	7	in	in	ADP
ajst-31827	10	8	-	-	PUNCT
ajst-31827	10	9	depth	depth	NOUN
ajst-31827	10	10	understanding	understanding	NOUN
ajst-31827	10	11	of	of	ADP
ajst-31827	10	12	the	the	DET
ajst-31827	10	13	disease	disease	NOUN
ajst-31827	10	14	mechanism	mechanism	NOUN
ajst-31827	10	15	are	be	AUX
ajst-31827	10	16	prerequisites	prerequisite	NOUN
ajst-31827	10	17	for	for	ADP
ajst-31827	10	18	implementing	implement	VERB
ajst-31827	10	19	scientific	scientific	ADJ
ajst-31827	10	20	and	and	CCONJ
ajst-31827	10	21	effective	effective	ADJ
ajst-31827	10	22	protection	protection	NOUN
ajst-31827	10	23	.	.	PUNCT
ajst-31827	11	1	traditional	traditional	ADJ
ajst-31827	11	2	analytical	analytical	ADJ
ajst-31827	11	3	methods	method	NOUN
ajst-31827	11	4	often	often	ADV
ajst-31827	11	5	rely	rely	VERB
ajst-31827	11	6	on	on	ADP
ajst-31827	11	7	micro	micro	NOUN
ajst-31827	11	8	-	-	NOUN
ajst-31827	11	9	sampling	sampling	NOUN
ajst-31827	11	10	,	,	PUNCT
ajst-31827	11	11	which	which	PRON
ajst-31827	11	12	can	can	AUX
ajst-31827	11	13	provide	provide	VERB
ajst-31827	11	14	accurate	accurate	ADJ
ajst-31827	11	15	component	component	NOUN
ajst-31827	11	16	information	information	NOUN
ajst-31827	11	17	but	but	CCONJ
ajst-31827	11	18	cause	cause	VERB
ajst-31827	11	19	irreversible	irreversible	ADJ
ajst-31827	11	20	damage	damage	NOUN
ajst-31827	11	21	to	to	ADP
ajst-31827	11	22	cultural	cultural	ADJ
ajst-31827	11	23	relics	relic	NOUN
ajst-31827	11	24	and	and	CCONJ
ajst-31827	11	25	are	be	AUX
ajst-31827	11	26	difficult	difficult	ADJ
ajst-31827	11	27	to	to	PART
ajst-31827	11	28	obtain	obtain	VERB
ajst-31827	11	29	overall	overall	ADJ
ajst-31827	11	30	spatial	spatial	ADJ
ajst-31827	11	31	distribution	distribution	NOUN
ajst-31827	11	32	information	information	NOUN
ajst-31827	11	33	.	.	PUNCT
ajst-31827	12	1	therefore	therefore	ADV
ajst-31827	12	2	,	,	PUNCT
ajst-31827	12	3	the	the	DET
ajst-31827	12	4	development	development	NOUN
ajst-31827	12	5	of	of	ADP
ajst-31827	12	6	high	high	ADJ
ajst-31827	12	7	-	-	PUNCT
ajst-31827	12	8	precision	precision	NOUN
ajst-31827	12	9	,	,	PUNCT
ajst-31827	12	10	full	full	ADJ
ajst-31827	12	11	-	-	PUNCT
ajst-31827	12	12	coverage	coverage	NOUN
ajst-31827	12	13	non	non	ADJ
ajst-31827	12	14	-	-	ADJ
ajst-31827	12	15	destructive	destructive	ADJ
ajst-31827	12	16	analysis	analysis	NOUN
ajst-31827	12	17	technology	technology	NOUN
ajst-31827	12	18	has	have	AUX
ajst-31827	12	19	become	become	VERB
ajst-31827	12	20	an	an	DET
ajst-31827	12	21	urgent	urgent	ADJ
ajst-31827	12	22	need	need	NOUN
ajst-31827	12	23	in	in	ADP
ajst-31827	12	24	current	current	ADJ
ajst-31827	12	25	mural	mural	ADJ
ajst-31827	12	26	protection	protection	NOUN
ajst-31827	12	27	research	research	NOUN
ajst-31827	12	28	.	.	PUNCT
ajst-31827	13	1	high	high	ADJ
ajst-31827	13	2	-	-	PUNCT
ajst-31827	13	3	resolution	resolution	NOUN
ajst-31827	13	4	multispectral	multispectral	ADJ
ajst-31827	13	5	imaging	imaging	NOUN
ajst-31827	13	6	(	(	PUNCT
ajst-31827	13	7	hr	hr	NOUN
ajst-31827	13	8	-	-	PUNCT
ajst-31827	13	9	msi	msi	NOUN
ajst-31827	13	10	)	)	PUNCT
ajst-31827	13	11	technology	technology	NOUN
ajst-31827	13	12	combines	combine	VERB
ajst-31827	13	13	the	the	DET
ajst-31827	13	14	advantages	advantage	NOUN
ajst-31827	13	15	of	of	ADP
ajst-31827	13	16	imaging	imaging	NOUN
ajst-31827	13	17	and	and	CCONJ
ajst-31827	13	18	spectroscopy	spectroscopy	NOUN
ajst-31827	13	19	,	,	PUNCT
ajst-31827	13	20	and	and	CCONJ
ajst-31827	13	21	can	can	AUX
ajst-31827	13	22	non	non	VERB
ajst-31827	13	23	-	-	VERB
ajst-31827	13	24	destructively	destructively	ADV
ajst-31827	13	25	and	and	CCONJ
ajst-31827	13	26	rapidly	rapidly	ADV
ajst-31827	13	27	obtain	obtain	VERB
ajst-31827	13	28	high	high	ADJ
ajst-31827	13	29	spatial	spatial	ADJ
ajst-31827	13	30	resolution	resolution	NOUN
ajst-31827	13	31	multi	multi	ADJ
ajst-31827	13	32	-	-	ADJ
ajst-31827	13	33	dimensional	dimensional	ADJ
ajst-31827	13	34	spectral	spectral	ADJ
ajst-31827	13	35	data	datum	NOUN
ajst-31827	13	36	on	on	ADP
ajst-31827	13	37	the	the	DET
ajst-31827	13	38	surface	surface	NOUN
ajst-31827	13	39	of	of	ADP
ajst-31827	13	40	cultural	cultural	ADJ
ajst-31827	13	41	relics	relic	NOUN
ajst-31827	13	42	,	,	PUNCT
ajst-31827	13	43	providing	provide	VERB
ajst-31827	13	44	a	a	DET
ajst-31827	13	45	new	new	ADJ
ajst-31827	13	46	technical	technical	ADJ
ajst-31827	13	47	approach	approach	NOUN
ajst-31827	13	48	for	for	ADP
ajst-31827	13	49	pigment	pigment	NOUN
ajst-31827	13	50	identification	identification	NOUN
ajst-31827	13	51	,	,	PUNCT
ajst-31827	13	52	hidden	hide	VERB
ajst-31827	13	53	information	information	NOUN
ajst-31827	13	54	extraction	extraction	NOUN
ajst-31827	13	55	and	and	CCONJ
ajst-31827	13	56	disease	disease	NOUN
ajst-31827	13	57	assessment	assessment	NOUN
ajst-31827	13	58	.	.	PUNCT
ajst-31827	14	1	this	this	DET
ajst-31827	14	2	paper	paper	NOUN
ajst-31827	14	3	aims	aim	VERB
ajst-31827	14	4	to	to	PART
ajst-31827	14	5	systematically	systematically	ADV
ajst-31827	14	6	review	review	VERB
ajst-31827	14	7	the	the	DET
ajst-31827	14	8	principles	principle	NOUN
ajst-31827	14	9	of	of	ADP
ajst-31827	14	10	hr	hr	NOUN
ajst-31827	14	11	-	-	PUNCT
ajst-31827	14	12	msi	msi	NOUN
ajst-31827	14	13	technology	technology	NOUN
ajst-31827	14	14	and	and	CCONJ
ajst-31827	14	15	its	its	PRON
ajst-31827	14	16	application	application	NOUN
ajst-31827	14	17	status	status	NOUN
ajst-31827	14	18	in	in	ADP
ajst-31827	14	19	the	the	DET
ajst-31827	14	20	field	field	NOUN
ajst-31827	14	21	of	of	ADP
ajst-31827	14	22	cultural	cultural	ADJ
ajst-31827	14	23	heritage	heritage	NOUN
ajst-31827	14	24	,	,	PUNCT
ajst-31827	14	25	focus	focus	VERB
ajst-31827	14	26	on	on	ADP
ajst-31827	14	27	analyzing	analyze	VERB
ajst-31827	14	28	the	the	DET
ajst-31827	14	29	limitations	limitation	NOUN
ajst-31827	14	30	of	of	ADP
ajst-31827	14	31	existing	exist	VERB
ajst-31827	14	32	research	research	NOUN
ajst-31827	14	33	on	on	ADP
ajst-31827	14	34	the	the	DET
ajst-31827	14	35	murals	mural	NOUN
ajst-31827	14	36	of	of	ADP
ajst-31827	14	37	fahai	fahai	ADJ
ajst-31827	14	38	temple	temple	NOUN
ajst-31827	14	39	,	,	PUNCT
ajst-31827	14	40	demonstrate	demonstrate	VERB
ajst-31827	14	41	the	the	DET
ajst-31827	14	42	necessity	necessity	NOUN
ajst-31827	14	43	and	and	CCONJ
ajst-31827	14	44	feasibility	feasibility	NOUN
ajst-31827	14	45	of	of	ADP
ajst-31827	14	46	introducing	introduce	VERB
ajst-31827	14	47	this	this	DET
ajst-31827	14	48	technology	technology	NOUN
ajst-31827	14	49	,	,	PUNCT
ajst-31827	14	50	and	and	CCONJ
ajst-31827	14	51	then	then	ADV
ajst-31827	14	52	put	put	VERB
ajst-31827	14	53	forward	forward	ADV
ajst-31827	14	54	specific	specific	ADJ
ajst-31827	14	55	technical	technical	ADJ
ajst-31827	14	56	application	application	NOUN
ajst-31827	14	57	suggestions	suggestion	NOUN
ajst-31827	14	58	for	for	ADP
ajst-31827	14	59	the	the	DET
ajst-31827	14	60	refined	refined	ADJ
ajst-31827	14	61	research	research	NOUN
ajst-31827	14	62	and	and	CCONJ
ajst-31827	14	63	scientific	scientific	ADJ
ajst-31827	14	64	protection	protection	NOUN
ajst-31827	14	65	of	of	ADP
ajst-31827	14	66	the	the	DET
ajst-31827	14	67	murals	mural	NOUN
ajst-31827	14	68	of	of	ADP
ajst-31827	14	69	fahai	fahai	ADJ
ajst-31827	14	70	temple	temple	NOUN
ajst-31827	14	71	.	.	PUNCT
ajst-31827	15	1	2	2	X
ajst-31827	15	2	.	.	X
ajst-31827	15	3	literature	literature	NOUN
ajst-31827	15	4	review	review	VERB
ajst-31827	15	5	2.1	2.1	NUM
ajst-31827	15	6	.	.	PUNCT
ajst-31827	16	1	current	current	ADJ
ajst-31827	16	2	status	status	NOUN
ajst-31827	16	3	of	of	ADP
ajst-31827	16	4	multispectral	multispectral	ADJ
ajst-31827	16	5	technology	technology	NOUN
ajst-31827	16	6	in	in	ADP
ajst-31827	16	7	protection	protection	NOUN
ajst-31827	16	8	of	of	ADP
ajst-31827	16	9	cultural	cultural	ADJ
ajst-31827	16	10	heritage	heritage	NOUN
ajst-31827	16	11	since	since	SCONJ
ajst-31827	16	12	the	the	DET
ajst-31827	16	13	introduction	introduction	NOUN
ajst-31827	16	14	of	of	ADP
ajst-31827	16	15	multispectral	multispectral	ADJ
ajst-31827	16	16	imaging	imaging	NOUN
ajst-31827	16	17	technology	technology	NOUN
ajst-31827	16	18	into	into	ADP
ajst-31827	16	19	the	the	DET
ajst-31827	16	20	field	field	NOUN
ajst-31827	16	21	of	of	ADP
ajst-31827	16	22	cultural	cultural	ADJ
ajst-31827	16	23	heritage	heritage	NOUN
ajst-31827	16	24	protection	protection	NOUN
ajst-31827	16	25	in	in	ADP
ajst-31827	16	26	the	the	DET
ajst-31827	16	27	1990s	1990	NOUN
ajst-31827	16	28	,	,	PUNCT
ajst-31827	16	29	it	it	PRON
ajst-31827	16	30	has	have	AUX
ajst-31827	16	31	gradually	gradually	ADV
ajst-31827	16	32	developed	develop	VERB
ajst-31827	16	33	into	into	ADP
ajst-31827	16	34	an	an	DET
ajst-31827	16	35	important	important	ADJ
ajst-31827	16	36	non	non	ADJ
ajst-31827	16	37	-	-	ADJ
ajst-31827	16	38	destructive	destructive	ADJ
ajst-31827	16	39	analysis	analysis	NOUN
ajst-31827	16	40	tool	tool	NOUN
ajst-31827	16	41	(	(	PUNCT
ajst-31827	16	42	rong	rong	PROPN
ajst-31827	16	43	yan	yan	PROPN
ajst-31827	16	44	,	,	PUNCT
ajst-31827	16	45	2016)[6	2016)[6	NUM
ajst-31827	16	46	]	]	PUNCT
ajst-31827	16	47	.	.	PUNCT
ajst-31827	17	1	its	its	PRON
ajst-31827	17	2	application	application	NOUN
ajst-31827	17	3	scope	scope	NOUN
ajst-31827	17	4	is	be	AUX
ajst-31827	17	5	extensive	extensive	ADJ
ajst-31827	17	6	,	,	PUNCT
ajst-31827	17	7	covering	cover	VERB
ajst-31827	17	8	multiple	multiple	ADJ
ajst-31827	17	9	aspects	aspect	NOUN
ajst-31827	17	10	from	from	ADP
ajst-31827	17	11	material	material	ADJ
ajst-31827	17	12	identification	identification	NOUN
ajst-31827	17	13	to	to	ADP
ajst-31827	17	14	the	the	DET
ajst-31827	17	15	revelation	revelation	NOUN
ajst-31827	17	16	of	of	ADP
ajst-31827	17	17	hidden	hidden	ADJ
ajst-31827	17	18	information	information	NOUN
ajst-31827	17	19	.	.	PUNCT
ajst-31827	18	1	in	in	ADP
ajst-31827	18	2	the	the	DET
ajst-31827	18	3	study	study	NOUN
ajst-31827	18	4	of	of	ADP
ajst-31827	18	5	tomb	tomb	NOUN
ajst-31827	18	6	murals	mural	NOUN
ajst-31827	18	7	,	,	PUNCT
ajst-31827	18	8	this	this	DET
ajst-31827	18	9	technology	technology	NOUN
ajst-31827	18	10	played	play	VERB
ajst-31827	18	11	a	a	DET
ajst-31827	18	12	crucial	crucial	ADJ
ajst-31827	18	13	role	role	NOUN
ajst-31827	18	14	in	in	ADP
ajst-31827	18	15	the	the	DET
ajst-31827	18	16	initial	initial	ADJ
ajst-31827	18	17	screening	screening	NOUN
ajst-31827	18	18	and	and	CCONJ
ajst-31827	18	19	positioning	positioning	NOUN
ajst-31827	18	20	.	.	PUNCT
ajst-31827	19	1	zhao	zhao	PROPN
ajst-31827	19	2	jinli	jinli	PROPN
ajst-31827	19	3	et	et	PROPN
ajst-31827	19	4	al	al	PROPN
ajst-31827	19	5	.	.	PROPN
ajst-31827	19	6	(	(	PUNCT
ajst-31827	19	7	2022	2022	NUM
ajst-31827	19	8	)	)	PUNCT
ajst-31827	19	9	were	be	AUX
ajst-31827	19	10	the	the	DET
ajst-31827	19	11	first	first	ADJ
ajst-31827	19	12	to	to	PART
ajst-31827	19	13	apply	apply	VERB
ajst-31827	19	14	the	the	DET
ajst-31827	19	15	multispectral	multispectral	ADJ
ajst-31827	19	16	photography	photography	NOUN
ajst-31827	19	17	technique	technique	NOUN
ajst-31827	19	18	to	to	PART
ajst-31827	19	19	conduct	conduct	VERB
ajst-31827	19	20	a	a	DET
ajst-31827	19	21	large	large	ADJ
ajst-31827	19	22	-	-	PUNCT
ajst-31827	19	23	scale	scale	NOUN
ajst-31827	19	24	survey	survey	NOUN
ajst-31827	19	25	of	of	ADP
ajst-31827	19	26	the	the	DET
ajst-31827	19	27	murals	mural	NOUN
ajst-31827	19	28	when	when	SCONJ
ajst-31827	19	29	analyzing	analyze	VERB
ajst-31827	19	30	the	the	DET
ajst-31827	19	31	historical	historical	ADJ
ajst-31827	19	32	protection	protection	NOUN
ajst-31827	19	33	and	and	CCONJ
ajst-31827	19	34	restoration	restoration	NOUN
ajst-31827	19	35	materials	material	NOUN
ajst-31827	19	36	of	of	ADP
ajst-31827	19	37	the	the	DET
ajst-31827	19	38	two	two	NUM
ajst-31827	19	39	tombs	tomb	NOUN
ajst-31827	19	40	of	of	ADP
ajst-31827	19	41	the	the	DET
ajst-31827	19	42	southern	southern	ADJ
ajst-31827	19	43	tang	tang	NOUN
ajst-31827	19	44	dynasty[8	dynasty[8	PROPN
ajst-31827	19	45	]	]	PUNCT
ajst-31827	19	46	.	.	PUNCT
ajst-31827	20	1	by	by	ADP
ajst-31827	20	2	observing	observe	VERB
ajst-31827	20	3	the	the	DET
ajst-31827	20	4	abnormal	abnormal	ADJ
ajst-31827	20	5	fluorescence	fluorescence	NOUN
ajst-31827	20	6	response	response	NOUN
ajst-31827	20	7	areas	area	NOUN
ajst-31827	20	8	in	in	ADP
ajst-31827	20	9	the	the	DET
ajst-31827	20	10	ultraviolet	ultraviolet	ADJ
ajst-31827	20	11	fluorescence	fluorescence	NOUN
ajst-31827	20	12	images	image	NOUN
ajst-31827	20	13	,	,	PUNCT
ajst-31827	20	14	they	they	PRON
ajst-31827	20	15	accurately	accurately	ADV
ajst-31827	20	16	located	locate	VERB
ajst-31827	20	17	the	the	DET
ajst-31827	20	18	distribution	distribution	NOUN
ajst-31827	20	19	range	range	NOUN
ajst-31827	20	20	of	of	ADP
ajst-31827	20	21	the	the	DET
ajst-31827	20	22	later	later	ADJ
ajst-31827	20	23	restoration	restoration	NOUN
ajst-31827	20	24	materials	material	NOUN
ajst-31827	20	25	.	.	PUNCT
ajst-31827	21	1	this	this	DET
ajst-31827	21	2	work	work	NOUN
ajst-31827	21	3	provided	provide	VERB
ajst-31827	21	4	a	a	DET
ajst-31827	21	5	precise	precise	ADJ
ajst-31827	21	6	targeted	target	VERB
ajst-31827	21	7	target	target	NOUN
ajst-31827	21	8	for	for	ADP
ajst-31827	21	9	the	the	DET
ajst-31827	21	10	subsequent	subsequent	ADJ
ajst-31827	21	11	use	use	NOUN
ajst-31827	21	12	of	of	ADP
ajst-31827	21	13	micro	micro	NOUN
ajst-31827	21	14	-	-	NOUN
ajst-31827	21	15	damage	damage	NOUN
ajst-31827	21	16	techniques	technique	NOUN
ajst-31827	21	17	such	such	ADJ
ajst-31827	21	18	as	as	ADP
ajst-31827	21	19	infrared	infrared	ADJ
ajst-31827	21	20	spectroscopy	spectroscopy	NOUN
ajst-31827	21	21	(	(	PUNCT
ajst-31827	21	22	ftir	ftir	PROPN
ajst-31827	21	23	)	)	PUNCT
ajst-31827	21	24	and	and	CCONJ
ajst-31827	21	25	pyrolysis	pyrolysis	NOUN
ajst-31827	21	26	-	-	PUNCT
ajst-31827	21	27	gas	gas	NOUN
ajst-31827	21	28	chromatography	chromatography	NOUN
ajst-31827	21	29	/	/	SYM
ajst-31827	21	30	mass	mass	NOUN
ajst-31827	21	31	spectrometry	spectrometry	NOUN
ajst-31827	21	32	(	(	PUNCT
ajst-31827	21	33	py	py	PROPN
ajst-31827	21	34	-	-	PUNCT
ajst-31827	21	35	gc	gc	PROPN
ajst-31827	21	36	/	/	SYM
ajst-31827	21	37	ms	ms	NOUN
ajst-31827	21	38	)	)	PUNCT
ajst-31827	21	39	for	for	ADP
ajst-31827	21	40	component	component	NOUN
ajst-31827	21	41	analysis	analysis	NOUN
ajst-31827	21	42	,	,	PUNCT
ajst-31827	21	43	establishing	establish	VERB
ajst-31827	21	44	an	an	DET
ajst-31827	21	45	efficient	efficient	ADJ
ajst-31827	21	46	analysis	analysis	NOUN
ajst-31827	21	47	mode	mode	NOUN
ajst-31827	21	48	of	of	ADP
ajst-31827	21	49	"	"	PUNCT
ajst-31827	21	50	multispectral	multispectral	ADJ
ajst-31827	21	51	screening	screen	VERB
ajst-31827	21	52	micro	micro	ADJ
ajst-31827	21	53	-	-	ADJ
ajst-31827	21	54	damage	damage	ADJ
ajst-31827	21	55	verification	verification	NOUN
ajst-31827	21	56	"	"	PUNCT
ajst-31827	21	57	,	,	PUNCT
ajst-31827	21	58	and	and	CCONJ
ajst-31827	21	59	providing	provide	VERB
ajst-31827	21	60	important	important	ADJ
ajst-31827	21	61	reference	reference	NOUN
ajst-31827	21	62	for	for	ADP
ajst-31827	21	63	the	the	DET
ajst-31827	21	64	material	material	NOUN
ajst-31827	21	65	research	research	NOUN
ajst-31827	21	66	of	of	ADP
ajst-31827	21	67	similar	similar	ADJ
ajst-31827	21	68	tomb	tomb	NOUN
ajst-31827	21	69	murals	mural	NOUN
ajst-31827	21	70	.	.	PUNCT
ajst-31827	22	1	in	in	ADP
ajst-31827	22	2	the	the	DET
ajst-31827	22	3	field	field	NOUN
ajst-31827	22	4	of	of	ADP
ajst-31827	22	5	large	large	ADJ
ajst-31827	22	6	-	-	PUNCT
ajst-31827	22	7	scale	scale	NOUN
ajst-31827	22	8	cave	cave	NOUN
ajst-31827	22	9	mural	mural	ADJ
ajst-31827	22	10	conservation	conservation	NOUN
ajst-31827	22	11	,	,	PUNCT
ajst-31827	22	12	multispectral	multispectral	ADJ
ajst-31827	22	13	technology	technology	NOUN
ajst-31827	22	14	has	have	AUX
ajst-31827	22	15	been	be	AUX
ajst-31827	22	16	systematically	systematically	ADV
ajst-31827	22	17	applied	apply	VERB
ajst-31827	22	18	to	to	ADP
ajst-31827	22	19	the	the	DET
ajst-31827	22	20	investigation	investigation	NOUN
ajst-31827	22	21	of	of	ADP
ajst-31827	22	22	the	the	DET
ajst-31827	22	23	current	current	ADJ
ajst-31827	22	24	situation	situation	NOUN
ajst-31827	22	25	and	and	CCONJ
ajst-31827	22	26	the	the	DET
ajst-31827	22	27	study	study	NOUN
ajst-31827	22	28	of	of	ADP
ajst-31827	22	29	production	production	NOUN
ajst-31827	22	30	techniques	technique	NOUN
ajst-31827	22	31	.	.	PUNCT
ajst-31827	23	1	chai	chai	NOUN
ajst-31827	23	2	bolong	bolong	PROPN
ajst-31827	23	3	(	(	PUNCT
ajst-31827	23	4	2013	2013	NUM
ajst-31827	23	5	)	)	PUNCT
ajst-31827	23	6	detailedly	detailedly	ADV
ajst-31827	23	7	expounded	expound	VERB
ajst-31827	23	8	the	the	DET
ajst-31827	23	9	methodology	methodology	NOUN
ajst-31827	23	10	of	of	ADP
ajst-31827	23	11	multispectral	multispectral	ADJ
ajst-31827	23	12	image	image	NOUN
ajst-31827	23	13	53	53	NUM
ajst-31827	23	14	investigation	investigation	NOUN
ajst-31827	23	15	in	in	ADP
ajst-31827	23	16	the	the	DET
ajst-31827	23	17	research	research	NOUN
ajst-31827	23	18	of	of	ADP
ajst-31827	23	19	mogao	mogao	PROPN
ajst-31827	23	20	caves[1	caves[1	PROPN
ajst-31827	23	21	]	]	PUNCT
ajst-31827	23	22	.	.	PUNCT
ajst-31827	24	1	by	by	ADP
ajst-31827	24	2	systematically	systematically	ADV
ajst-31827	24	3	collecting	collect	VERB
ajst-31827	24	4	ultraviolet	ultraviolet	NOUN
ajst-31827	24	5	,	,	PUNCT
ajst-31827	24	6	visible	visible	ADJ
ajst-31827	24	7	light	light	NOUN
ajst-31827	24	8	,	,	PUNCT
ajst-31827	24	9	infrared	infrared	ADJ
ajst-31827	24	10	reflection	reflection	NOUN
ajst-31827	24	11	and	and	CCONJ
ajst-31827	24	12	ultraviolet	ultraviolet	ADJ
ajst-31827	24	13	fluorescence	fluorescence	NOUN
ajst-31827	24	14	images	image	NOUN
ajst-31827	24	15	,	,	PUNCT
ajst-31827	24	16	and	and	CCONJ
ajst-31827	24	17	conducting	conduct	VERB
ajst-31827	24	18	critical	critical	ADJ
ajst-31827	24	19	comparative	comparative	ADJ
ajst-31827	24	20	analysis	analysis	NOUN
ajst-31827	24	21	,	,	PUNCT
ajst-31827	24	22	it	it	PRON
ajst-31827	24	23	successfully	successfully	ADV
ajst-31827	24	24	revealed	reveal	VERB
ajst-31827	24	25	the	the	DET
ajst-31827	24	26	original	original	ADJ
ajst-31827	24	27	line	line	NOUN
ajst-31827	24	28	drawings	drawing	NOUN
ajst-31827	24	29	that	that	PRON
ajst-31827	24	30	were	be	AUX
ajst-31827	24	31	invisible	invisible	ADJ
ajst-31827	24	32	to	to	ADP
ajst-31827	24	33	the	the	DET
ajst-31827	24	34	naked	naked	ADJ
ajst-31827	24	35	eye	eye	NOUN
ajst-31827	24	36	,	,	PUNCT
ajst-31827	24	37	the	the	DET
ajst-31827	24	38	traces	trace	NOUN
ajst-31827	24	39	of	of	ADP
ajst-31827	24	40	successive	successive	ADJ
ajst-31827	24	41	restorations	restoration	NOUN
ajst-31827	24	42	over	over	ADP
ajst-31827	24	43	the	the	DET
ajst-31827	24	44	years	year	NOUN
ajst-31827	24	45	,	,	PUNCT
ajst-31827	24	46	and	and	CCONJ
ajst-31827	24	47	the	the	DET
ajst-31827	24	48	distribution	distribution	NOUN
ajst-31827	24	49	conditions	condition	NOUN
ajst-31827	24	50	of	of	ADP
ajst-31827	24	51	different	different	ADJ
ajst-31827	24	52	organic	organic	ADJ
ajst-31827	24	53	/	/	SYM
ajst-31827	24	54	inorganic	inorganic	ADJ
ajst-31827	24	55	materials	material	NOUN
ajst-31827	24	56	in	in	ADP
ajst-31827	24	57	the	the	DET
ajst-31827	24	58	murals	mural	NOUN
ajst-31827	24	59	.	.	PUNCT
ajst-31827	25	1	this	this	DET
ajst-31827	25	2	research	research	NOUN
ajst-31827	25	3	confirmed	confirm	VERB
ajst-31827	25	4	that	that	SCONJ
ajst-31827	25	5	multispectral	multispectral	ADJ
ajst-31827	25	6	imaging	imaging	NOUN
ajst-31827	25	7	not	not	PART
ajst-31827	25	8	only	only	ADV
ajst-31827	25	9	provides	provide	VERB
ajst-31827	25	10	information	information	NOUN
ajst-31827	25	11	on	on	ADP
ajst-31827	25	12	production	production	NOUN
ajst-31827	25	13	techniques	technique	NOUN
ajst-31827	25	14	and	and	CCONJ
ajst-31827	25	15	materials	material	NOUN
ajst-31827	25	16	,	,	PUNCT
ajst-31827	25	17	but	but	CCONJ
ajst-31827	25	18	also	also	ADV
ajst-31827	25	19	can	can	AUX
ajst-31827	25	20	provide	provide	VERB
ajst-31827	25	21	data	data	NOUN
ajst-31827	25	22	support	support	NOUN
ajst-31827	25	23	for	for	ADP
ajst-31827	25	24	studying	study	VERB
ajst-31827	25	25	the	the	DET
ajst-31827	25	26	correlation	correlation	NOUN
ajst-31827	25	27	between	between	ADP
ajst-31827	25	28	existing	exist	VERB
ajst-31827	25	29	damages	damage	NOUN
ajst-31827	25	30	and	and	CCONJ
ajst-31827	25	31	historical	historical	ADJ
ajst-31827	25	32	intervention	intervention	NOUN
ajst-31827	25	33	behaviors	behavior	NOUN
ajst-31827	25	34	,	,	PUNCT
ajst-31827	25	35	thereby	thereby	ADV
ajst-31827	25	36	avoiding	avoid	VERB
ajst-31827	25	37	the	the	DET
ajst-31827	25	38	destruction	destruction	NOUN
ajst-31827	25	39	of	of	ADP
ajst-31827	25	40	hidden	hide	VERB
ajst-31827	25	41	information	information	NOUN
ajst-31827	25	42	by	by	ADP
ajst-31827	25	43	protective	protective	ADJ
ajst-31827	25	44	interventions	intervention	NOUN
ajst-31827	25	45	.	.	PUNCT
ajst-31827	26	1	furthermore	furthermore	ADV
ajst-31827	26	2	,	,	PUNCT
ajst-31827	26	3	the	the	DET
ajst-31827	26	4	application	application	NOUN
ajst-31827	26	5	of	of	ADP
ajst-31827	26	6	this	this	DET
ajst-31827	26	7	technology	technology	NOUN
ajst-31827	26	8	has	have	AUX
ajst-31827	26	9	extended	extend	VERB
ajst-31827	26	10	to	to	ADP
ajst-31827	26	11	various	various	ADJ
ajst-31827	26	12	fields	field	NOUN
ajst-31827	26	13	such	such	ADJ
ajst-31827	26	14	as	as	ADP
ajst-31827	26	15	western	western	ADJ
ajst-31827	26	16	oil	oil	NOUN
ajst-31827	26	17	paintings	painting	NOUN
ajst-31827	26	18	and	and	CCONJ
ajst-31827	26	19	chinese	chinese	ADJ
ajst-31827	26	20	calligraphy	calligraphy	NOUN
ajst-31827	26	21	,	,	PUNCT
ajst-31827	26	22	being	be	AUX
ajst-31827	26	23	used	use	VERB
ajst-31827	26	24	to	to	PART
ajst-31827	26	25	study	study	VERB
ajst-31827	26	26	the	the	DET
ajst-31827	26	27	creative	creative	ADJ
ajst-31827	26	28	techniques	technique	NOUN
ajst-31827	26	29	of	of	ADP
ajst-31827	26	30	artists	artist	NOUN
ajst-31827	26	31	,	,	PUNCT
ajst-31827	26	32	authenticate	authenticate	NOUN
ajst-31827	26	33	authenticity	authenticity	NOUN
ajst-31827	26	34	,	,	PUNCT
ajst-31827	26	35	and	and	CCONJ
ajst-31827	26	36	assess	assess	VERB
ajst-31827	26	37	the	the	DET
ajst-31827	26	38	preservation	preservation	NOUN
ajst-31827	26	39	conditions	condition	NOUN
ajst-31827	26	40	.	.	PUNCT
ajst-31827	27	1	these	these	DET
ajst-31827	27	2	successful	successful	ADJ
ajst-31827	27	3	cases	case	NOUN
ajst-31827	27	4	collectively	collectively	ADV
ajst-31827	27	5	demonstrate	demonstrate	VERB
ajst-31827	27	6	the	the	DET
ajst-31827	27	7	powerful	powerful	ADJ
ajst-31827	27	8	capabilities	capability	NOUN
ajst-31827	27	9	of	of	ADP
ajst-31827	27	10	multispectral	multispectral	ADJ
ajst-31827	27	11	imaging	imaging	NOUN
ajst-31827	27	12	technology	technology	NOUN
ajst-31827	27	13	in	in	ADP
ajst-31827	27	14	identifying	identify	VERB
ajst-31827	27	15	materials	material	NOUN
ajst-31827	27	16	,	,	PUNCT
ajst-31827	27	17	revealing	reveal	VERB
ajst-31827	27	18	the	the	DET
ajst-31827	27	19	humanistic	humanistic	ADJ
ajst-31827	27	20	information	information	NOUN
ajst-31827	27	21	of	of	ADP
ajst-31827	27	22	artists	artist	NOUN
ajst-31827	27	23	,	,	PUNCT
ajst-31827	27	24	and	and	CCONJ
ajst-31827	27	25	conducting	conduct	VERB
ajst-31827	27	26	non	non	ADJ
ajst-31827	27	27	-	-	ADJ
ajst-31827	27	28	contact	contact	ADJ
ajst-31827	27	29	diagnosis	diagnosis	NOUN
ajst-31827	27	30	of	of	ADP
ajst-31827	27	31	the	the	DET
ajst-31827	27	32	health	health	NOUN
ajst-31827	27	33	status	status	NOUN
ajst-31827	27	34	of	of	ADP
ajst-31827	27	35	cultural	cultural	ADJ
ajst-31827	27	36	relics	relic	NOUN
ajst-31827	27	37	(	(	PUNCT
ajst-31827	27	38	rong	rong	PROPN
ajst-31827	27	39	yan	yan	PROPN
ajst-31827	27	40	,	,	PUNCT
ajst-31827	27	41	2016)[6	2016)[6	NUM
ajst-31827	27	42	]	]	PUNCT
ajst-31827	27	43	.	.	PUNCT
ajst-31827	28	1	2.2	2.2	NUM
ajst-31827	28	2	.	.	PUNCT
ajst-31827	28	3	research	research	NOUN
ajst-31827	28	4	on	on	ADP
ajst-31827	28	5	murals	mural	NOUN
ajst-31827	28	6	in	in	ADP
ajst-31827	28	7	faha	faha	NOUN
ajst-31827	28	8	temple	temple	NOUN
ajst-31827	28	9	and	and	CCONJ
ajst-31827	28	10	technical	technical	ADJ
ajst-31827	28	11	limitations	limitation	NOUN
ajst-31827	28	12	the	the	DET
ajst-31827	28	13	murals	mural	NOUN
ajst-31827	28	14	of	of	ADP
ajst-31827	28	15	faha	faha	NOUN
ajst-31827	28	16	temple	temple	NOUN
ajst-31827	28	17	,	,	PUNCT
ajst-31827	28	18	as	as	ADP
ajst-31827	28	19	a	a	DET
ajst-31827	28	20	national	national	ADJ
ajst-31827	28	21	treasure	treasure	NOUN
ajst-31827	28	22	,	,	PUNCT
ajst-31827	28	23	have	have	AUX
ajst-31827	28	24	long	long	ADV
ajst-31827	28	25	attracted	attract	VERB
ajst-31827	28	26	much	much	ADJ
ajst-31827	28	27	attention	attention	NOUN
ajst-31827	28	28	from	from	ADP
ajst-31827	28	29	the	the	DET
ajst-31827	28	30	academic	academic	ADJ
ajst-31827	28	31	community	community	NOUN
ajst-31827	28	32	.	.	PUNCT
ajst-31827	29	1	the	the	DET
ajst-31827	29	2	existing	exist	VERB
ajst-31827	29	3	research	research	NOUN
ajst-31827	29	4	can	can	AUX
ajst-31827	29	5	be	be	AUX
ajst-31827	29	6	roughly	roughly	ADV
ajst-31827	29	7	divided	divide	VERB
ajst-31827	29	8	into	into	ADP
ajst-31827	29	9	two	two	NUM
ajst-31827	29	10	categories	category	NOUN
ajst-31827	29	11	:	:	PUNCT
ajst-31827	29	12	one	one	NUM
ajst-31827	29	13	focuses	focus	VERB
ajst-31827	29	14	on	on	ADP
ajst-31827	29	15	the	the	DET
ajst-31827	29	16	exploration	exploration	NOUN
ajst-31827	29	17	of	of	ADP
ajst-31827	29	18	art	art	NOUN
ajst-31827	29	19	history	history	NOUN
ajst-31827	29	20	and	and	CCONJ
ajst-31827	29	21	style	style	NOUN
ajst-31827	29	22	studies	study	NOUN
ajst-31827	29	23	.	.	PUNCT
ajst-31827	30	1	for	for	ADP
ajst-31827	30	2	instance	instance	NOUN
ajst-31827	30	3	,	,	PUNCT
ajst-31827	30	4	scholars	scholar	NOUN
ajst-31827	30	5	such	such	ADJ
ajst-31827	30	6	as	as	ADP
ajst-31827	30	7	xie	xie	PROPN
ajst-31827	30	8	shaowei	shaowei	PROPN
ajst-31827	30	9	(	(	PUNCT
ajst-31827	30	10	2017	2017	NUM
ajst-31827	30	11	)	)	PUNCT
ajst-31827	30	12	conducted	conduct	VERB
ajst-31827	30	13	in	in	ADP
ajst-31827	30	14	-	-	PUNCT
ajst-31827	30	15	depth	depth	NOUN
ajst-31827	30	16	analyses	analysis	NOUN
ajst-31827	30	17	from	from	ADP
ajst-31827	30	18	aspects	aspect	NOUN
ajst-31827	30	19	such	such	ADJ
ajst-31827	30	20	as	as	ADP
ajst-31827	30	21	its	its	PRON
ajst-31827	30	22	artistic	artistic	ADJ
ajst-31827	30	23	style	style	NOUN
ajst-31827	30	24	,	,	PUNCT
ajst-31827	30	25	composition	composition	NOUN
ajst-31827	30	26	features	feature	NOUN
ajst-31827	30	27	,	,	PUNCT
ajst-31827	30	28	and	and	CCONJ
ajst-31827	30	29	historical	historical	ADJ
ajst-31827	30	30	background	background	NOUN
ajst-31827	30	31	,	,	PUNCT
ajst-31827	30	32	highly	highly	ADV
ajst-31827	30	33	affirming	affirm	VERB
ajst-31827	30	34	its	its	PRON
ajst-31827	30	35	artistic	artistic	ADJ
ajst-31827	30	36	value	value	NOUN
ajst-31827	30	37	of	of	ADP
ajst-31827	30	38	inheriting	inherit	VERB
ajst-31827	30	39	the	the	DET
ajst-31827	30	40	traditions	tradition	NOUN
ajst-31827	30	41	of	of	ADP
ajst-31827	30	42	the	the	DET
ajst-31827	30	43	tang	tang	NOUN
ajst-31827	30	44	and	and	CCONJ
ajst-31827	30	45	song	song	NOUN
ajst-31827	30	46	dynasties	dynasty	NOUN
ajst-31827	30	47	and	and	CCONJ
ajst-31827	30	48	its	its	PRON
ajst-31827	30	49	exquisite	exquisite	ADJ
ajst-31827	30	50	craftsmanship	craftsmanship	NOUN
ajst-31827	30	51	.	.	PUNCT
ajst-31827	31	1	ding	ding	PROPN
ajst-31827	31	2	fang	fang	PROPN
ajst-31827	31	3	and	and	CCONJ
ajst-31827	31	4	zhang	zhang	PROPN
ajst-31827	31	5	hao	hao	PROPN
ajst-31827	31	6	(	(	PUNCT
ajst-31827	31	7	2021	2021	NUM
ajst-31827	31	8	)	)	PUNCT
ajst-31827	31	9	explored	explore	VERB
ajst-31827	31	10	the	the	DET
ajst-31827	31	11	significance	significance	NOUN
ajst-31827	31	12	of	of	ADP
ajst-31827	31	13	its	its	PRON
ajst-31827	31	14	material	material	NOUN
ajst-31827	31	15	and	and	CCONJ
ajst-31827	31	16	technical	technical	ADJ
ajst-31827	31	17	studies	study	NOUN
ajst-31827	31	18	from	from	ADP
ajst-31827	31	19	the	the	DET
ajst-31827	31	20	perspective	perspective	NOUN
ajst-31827	31	21	of	of	ADP
ajst-31827	31	22	"	"	PUNCT
ajst-31827	31	23	art	art	NOUN
ajst-31827	31	24	technology	technology	NOUN
ajst-31827	31	25	studies	study	NOUN
ajst-31827	31	26	"	"	PUNCT
ajst-31827	31	27	for	for	ADP
ajst-31827	31	28	the	the	DET
ajst-31827	31	29	construction	construction	NOUN
ajst-31827	31	30	of	of	ADP
ajst-31827	31	31	the	the	DET
ajst-31827	31	32	discipline	discipline	NOUN
ajst-31827	31	33	and	and	CCONJ
ajst-31827	31	34	cultural	cultural	ADJ
ajst-31827	31	35	inheritance[3	inheritance[3	NOUN
ajst-31827	31	36	]	]	PUNCT
ajst-31827	31	37	.	.	PUNCT
ajst-31827	32	1	these	these	DET
ajst-31827	32	2	studies	study	NOUN
ajst-31827	32	3	from	from	ADP
ajst-31827	32	4	a	a	DET
ajst-31827	32	5	humanistic	humanistic	ADJ
ajst-31827	32	6	perspective	perspective	NOUN
ajst-31827	32	7	profoundly	profoundly	ADV
ajst-31827	32	8	expounded	expound	VERB
ajst-31827	32	9	the	the	DET
ajst-31827	32	10	value	value	NOUN
ajst-31827	32	11	connotations	connotation	NOUN
ajst-31827	32	12	of	of	ADP
ajst-31827	32	13	the	the	DET
ajst-31827	32	14	murals	mural	NOUN
ajst-31827	32	15	of	of	ADP
ajst-31827	32	16	faha	faha	NOUN
ajst-31827	32	17	temple	temple	NOUN
ajst-31827	32	18	.	.	PUNCT
ajst-31827	33	1	another	another	DET
ajst-31827	33	2	type	type	NOUN
ajst-31827	33	3	of	of	ADP
ajst-31827	33	4	research	research	NOUN
ajst-31827	33	5	has	have	AUX
ajst-31827	33	6	begun	begin	VERB
ajst-31827	33	7	to	to	PART
ajst-31827	33	8	attempt	attempt	VERB
ajst-31827	33	9	to	to	PART
ajst-31827	33	10	use	use	VERB
ajst-31827	33	11	technological	technological	ADJ
ajst-31827	33	12	means	mean	NOUN
ajst-31827	33	13	to	to	PART
ajst-31827	33	14	analyze	analyze	VERB
ajst-31827	33	15	the	the	DET
ajst-31827	33	16	materials	material	NOUN
ajst-31827	33	17	and	and	CCONJ
ajst-31827	33	18	diseases	disease	NOUN
ajst-31827	33	19	.	.	PUNCT
ajst-31827	34	1	liang	liang	PROPN
ajst-31827	34	2	ruihua	ruihua	PROPN
ajst-31827	34	3	et	et	PROPN
ajst-31827	34	4	al	al	PROPN
ajst-31827	34	5	.	.	PROPN
ajst-31827	35	1	(	(	PUNCT
ajst-31827	35	2	2024	2024	NUM
ajst-31827	35	3	)	)	PUNCT
ajst-31827	35	4	recently	recently	ADV
ajst-31827	35	5	applied	apply	VERB
ajst-31827	35	6	infrared	infrared	ADJ
ajst-31827	35	7	thermal	thermal	ADJ
ajst-31827	35	8	imaging	imaging	NOUN
ajst-31827	35	9	and	and	CCONJ
ajst-31827	35	10	visible	visible	ADJ
ajst-31827	35	11	light	light	ADJ
ajst-31827	35	12	imaging	imaging	NOUN
ajst-31827	35	13	techniques	technique	NOUN
ajst-31827	35	14	to	to	PART
ajst-31827	35	15	diagnose	diagnose	VERB
ajst-31827	35	16	the	the	DET
ajst-31827	35	17	cracking	crack	VERB
ajst-31827	35	18	disease	disease	NOUN
ajst-31827	35	19	of	of	ADP
ajst-31827	35	20	the	the	DET
ajst-31827	35	21	mural	mural	NOUN
ajst-31827	35	22	in	in	ADP
ajst-31827	35	23	the	the	DET
ajst-31827	35	24	great	great	ADJ
ajst-31827	35	25	buddha	buddha	PROPN
ajst-31827	35	26	hall	hall	PROPN
ajst-31827	35	27	of	of	ADP
ajst-31827	35	28	fahaishi	fahaishi	NOUN
ajst-31827	35	29	temple[5	temple[5	NOUN
ajst-31827	35	30	]	]	PUNCT
ajst-31827	35	31	,	,	PUNCT
ajst-31827	35	32	and	and	CCONJ
ajst-31827	35	33	focused	focus	VERB
ajst-31827	35	34	on	on	ADP
ajst-31827	35	35	studying	study	VERB
ajst-31827	35	36	the	the	DET
ajst-31827	35	37	optimized	optimize	VERB
ajst-31827	35	38	ratio	ratio	NOUN
ajst-31827	35	39	of	of	ADP
ajst-31827	35	40	the	the	DET
ajst-31827	35	41	reinforcement	reinforcement	NOUN
ajst-31827	35	42	materials	material	NOUN
ajst-31827	35	43	for	for	ADP
ajst-31827	35	44	the	the	DET
ajst-31827	35	45	plaster	plaster	NOUN
ajst-31827	35	46	layer	layer	NOUN
ajst-31827	35	47	,	,	PUNCT
ajst-31827	35	48	providing	provide	VERB
ajst-31827	35	49	important	important	ADJ
ajst-31827	35	50	scientific	scientific	ADJ
ajst-31827	35	51	basis	basis	NOUN
ajst-31827	35	52	for	for	ADP
ajst-31827	35	53	the	the	DET
ajst-31827	35	54	structural	structural	ADJ
ajst-31827	35	55	protection	protection	NOUN
ajst-31827	35	56	of	of	ADP
ajst-31827	35	57	the	the	DET
ajst-31827	35	58	mural	mural	NOUN
ajst-31827	35	59	.	.	PUNCT
ajst-31827	36	1	however	however	ADV
ajst-31827	36	2	,	,	PUNCT
ajst-31827	36	3	the	the	DET
ajst-31827	36	4	current	current	ADJ
ajst-31827	36	5	research	research	NOUN
ajst-31827	36	6	has	have	VERB
ajst-31827	36	7	obvious	obvious	ADJ
ajst-31827	36	8	technical	technical	ADJ
ajst-31827	36	9	limitations	limitation	NOUN
ajst-31827	36	10	.	.	PUNCT
ajst-31827	37	1	firstly	firstly	ADV
ajst-31827	37	2	,	,	PUNCT
ajst-31827	37	3	traditional	traditional	ADJ
ajst-31827	37	4	pigment	pigment	ADJ
ajst-31827	37	5	analysis	analysis	NOUN
ajst-31827	37	6	,	,	PUNCT
ajst-31827	37	7	if	if	SCONJ
ajst-31827	37	8	it	it	PRON
ajst-31827	37	9	aims	aim	VERB
ajst-31827	37	10	to	to	PART
ajst-31827	37	11	make	make	VERB
ajst-31827	37	12	precise	precise	ADJ
ajst-31827	37	13	component	component	NOUN
ajst-31827	37	14	judgments	judgment	NOUN
ajst-31827	37	15	,	,	PUNCT
ajst-31827	37	16	often	often	ADV
ajst-31827	37	17	relies	rely	VERB
ajst-31827	37	18	on	on	ADP
ajst-31827	37	19	sampling	sample	VERB
ajst-31827	37	20	,	,	PUNCT
ajst-31827	37	21	which	which	PRON
ajst-31827	37	22	contradicts	contradict	VERB
ajst-31827	37	23	the	the	DET
ajst-31827	37	24	highest	high	ADJ
ajst-31827	37	25	-	-	PUNCT
ajst-31827	37	26	level	level	NOUN
ajst-31827	37	27	conservation	conservation	NOUN
ajst-31827	37	28	principles	principle	NOUN
ajst-31827	37	29	.	.	PUNCT
ajst-31827	38	1	secondly	secondly	ADV
ajst-31827	38	2	,	,	PUNCT
ajst-31827	38	3	even	even	ADV
ajst-31827	38	4	with	with	ADP
ajst-31827	38	5	the	the	DET
ajst-31827	38	6	use	use	NOUN
ajst-31827	38	7	of	of	ADP
ajst-31827	38	8	non	non	ADJ
ajst-31827	38	9	-	-	ADJ
ajst-31827	38	10	destructive	destructive	ADJ
ajst-31827	38	11	technologies	technology	NOUN
ajst-31827	38	12	such	such	ADJ
ajst-31827	38	13	as	as	ADP
ajst-31827	38	14	infrared	infrared	ADJ
ajst-31827	38	15	imaging	imaging	NOUN
ajst-31827	38	16	,	,	PUNCT
ajst-31827	38	17	as	as	ADP
ajst-31827	38	18	in	in	ADP
ajst-31827	38	19	the	the	DET
ajst-31827	38	20	research	research	NOUN
ajst-31827	38	21	by	by	ADP
ajst-31827	38	22	liang	liang	PROPN
ajst-31827	38	23	ruihua	ruihua	PROPN
ajst-31827	38	24	et	et	PROPN
ajst-31827	38	25	al	al	PROPN
ajst-31827	38	26	.	.	PROPN
ajst-31827	38	27	(	(	PUNCT
ajst-31827	38	28	2024	2024	NUM
ajst-31827	38	29	)	)	PUNCT
ajst-31827	38	30	,	,	PUNCT
ajst-31827	38	31	its	its	PRON
ajst-31827	38	32	focus	focus	NOUN
ajst-31827	38	33	is	be	AUX
ajst-31827	38	34	more	more	ADV
ajst-31827	38	35	on	on	ADP
ajst-31827	38	36	macroscopic	macroscopic	ADJ
ajst-31827	38	37	structural	structural	ADJ
ajst-31827	38	38	damages	damage	NOUN
ajst-31827	38	39	(	(	PUNCT
ajst-31827	38	40	such	such	ADJ
ajst-31827	38	41	as	as	ADP
ajst-31827	38	42	cracking)[5	cracking)[5	NOUN
ajst-31827	38	43	]	]	PUNCT
ajst-31827	38	44	,	,	PUNCT
ajst-31827	38	45	and	and	CCONJ
ajst-31827	38	46	it	it	PRON
ajst-31827	38	47	is	be	AUX
ajst-31827	38	48	difficult	difficult	ADJ
ajst-31827	38	49	to	to	PART
ajst-31827	38	50	handle	handle	VERB
ajst-31827	38	51	the	the	DET
ajst-31827	38	52	microscopic	microscopic	ADJ
ajst-31827	38	53	,	,	PUNCT
ajst-31827	38	54	detailed	detailed	ADJ
ajst-31827	38	55	distribution	distribution	NOUN
ajst-31827	38	56	of	of	ADP
ajst-31827	38	57	pigment	pigment	ADJ
ajst-31827	38	58	types	type	NOUN
ajst-31827	38	59	,	,	PUNCT
ajst-31827	38	60	color	color	NOUN
ajst-31827	38	61	fading	fade	VERB
ajst-31827	38	62	patterns	pattern	NOUN
ajst-31827	38	63	,	,	PUNCT
ajst-31827	38	64	and	and	CCONJ
ajst-31827	38	65	the	the	DET
ajst-31827	38	66	identification	identification	NOUN
ajst-31827	38	67	of	of	ADP
ajst-31827	38	68	early	early	ADJ
ajst-31827	38	69	microscopic	microscopic	ADJ
ajst-31827	38	70	damages	damage	NOUN
ajst-31827	38	71	.	.	PUNCT
ajst-31827	39	1	thirdly	thirdly	ADV
ajst-31827	39	2	,	,	PUNCT
ajst-31827	39	3	the	the	DET
ajst-31827	39	4	existing	exist	VERB
ajst-31827	39	5	research	research	NOUN
ajst-31827	39	6	lacks	lack	VERB
ajst-31827	39	7	the	the	DET
ajst-31827	39	8	nondestructive	nondestructive	ADJ
ajst-31827	39	9	restoration	restoration	NOUN
ajst-31827	39	10	of	of	ADP
ajst-31827	39	11	the	the	DET
ajst-31827	39	12	entire	entire	ADJ
ajst-31827	39	13	process	process	NOUN
ajst-31827	39	14	of	of	ADP
ajst-31827	39	15	mural	mural	ADJ
ajst-31827	39	16	production	production	NOUN
ajst-31827	39	17	,	,	PUNCT
ajst-31827	39	18	such	such	ADJ
ajst-31827	39	19	as	as	ADP
ajst-31827	39	20	the	the	DET
ajst-31827	39	21	fine	fine	ADJ
ajst-31827	39	22	extraction	extraction	NOUN
ajst-31827	39	23	and	and	CCONJ
ajst-31827	39	24	interpretation	interpretation	NOUN
ajst-31827	39	25	of	of	ADP
ajst-31827	39	26	underlying	underlie	VERB
ajst-31827	39	27	line	line	NOUN
ajst-31827	39	28	drawings	drawing	NOUN
ajst-31827	39	29	and	and	CCONJ
ajst-31827	39	30	modification	modification	NOUN
ajst-31827	39	31	marks	mark	NOUN
ajst-31827	39	32	.	.	PUNCT
ajst-31827	40	1	in	in	ADP
ajst-31827	40	2	summary	summary	NOUN
ajst-31827	40	3	,	,	PUNCT
ajst-31827	40	4	the	the	DET
ajst-31827	40	5	current	current	ADJ
ajst-31827	40	6	research	research	NOUN
ajst-31827	40	7	on	on	ADP
ajst-31827	40	8	the	the	DET
ajst-31827	40	9	murals	mural	NOUN
ajst-31827	40	10	of	of	ADP
ajst-31827	40	11	fahaishi	fahaishi	NOUN
ajst-31827	40	12	lacks	lack	VERB
ajst-31827	40	13	a	a	DET
ajst-31827	40	14	panoramic	panoramic	ADJ
ajst-31827	40	15	data	data	NOUN
ajst-31827	40	16	collection	collection	NOUN
ajst-31827	40	17	and	and	CCONJ
ajst-31827	40	18	analysis	analysis	NOUN
ajst-31827	40	19	method	method	NOUN
ajst-31827	40	20	that	that	PRON
ajst-31827	40	21	can	can	AUX
ajst-31827	40	22	obtain	obtain	VERB
ajst-31827	40	23	high	high	ADJ
ajst-31827	40	24	spatial	spatial	ADJ
ajst-31827	40	25	resolution	resolution	NOUN
ajst-31827	40	26	(	(	PUNCT
ajst-31827	40	27	to	to	PART
ajst-31827	40	28	clearly	clearly	ADV
ajst-31827	40	29	see	see	VERB
ajst-31827	40	30	details	detail	NOUN
ajst-31827	40	31	)	)	PUNCT
ajst-31827	40	32	and	and	CCONJ
ajst-31827	40	33	high	high	ADJ
ajst-31827	40	34	spectral	spectral	ADJ
ajst-31827	40	35	resolution	resolution	NOUN
ajst-31827	40	36	(	(	PUNCT
ajst-31827	40	37	to	to	PART
ajst-31827	40	38	distinguish	distinguish	VERB
ajst-31827	40	39	materials	material	NOUN
ajst-31827	40	40	)	)	PUNCT
ajst-31827	40	41	without	without	ADP
ajst-31827	40	42	touching	touch	VERB
ajst-31827	40	43	the	the	DET
ajst-31827	40	44	cultural	cultural	ADJ
ajst-31827	40	45	relics	relic	NOUN
ajst-31827	40	46	,	,	PUNCT
ajst-31827	40	47	thereby	thereby	ADV
ajst-31827	40	48	restricting	restrict	VERB
ajst-31827	40	49	the	the	DET
ajst-31827	40	50	further	further	ADJ
ajst-31827	40	51	deepening	deepening	NOUN
ajst-31827	40	52	of	of	ADP
ajst-31827	40	53	its	its	PRON
ajst-31827	40	54	value	value	NOUN
ajst-31827	40	55	recognition	recognition	NOUN
ajst-31827	40	56	and	and	CCONJ
ajst-31827	40	57	protection	protection	NOUN
ajst-31827	40	58	practices	practice	NOUN
ajst-31827	40	59	.	.	PUNCT
ajst-31827	41	1	2.3	2.3	NUM
ajst-31827	41	2	.	.	PUNCT
ajst-31827	42	1	summary	summary	NOUN
ajst-31827	42	2	of	of	ADP
ajst-31827	42	3	literature	literature	PROPN
ajst-31827	42	4	review	review	NOUN
ajst-31827	42	5	in	in	ADP
ajst-31827	42	6	conclusion	conclusion	NOUN
ajst-31827	42	7	,	,	PUNCT
ajst-31827	42	8	the	the	DET
ajst-31827	42	9	existing	exist	VERB
ajst-31827	42	10	literature	literature	NOUN
ajst-31827	42	11	indicates	indicate	VERB
ajst-31827	42	12	that	that	SCONJ
ajst-31827	42	13	multispectral	multispectral	ADJ
ajst-31827	42	14	imaging	imaging	NOUN
ajst-31827	42	15	technology	technology	NOUN
ajst-31827	42	16	has	have	AUX
ajst-31827	42	17	already	already	ADV
ajst-31827	42	18	established	establish	VERB
ajst-31827	42	19	a	a	DET
ajst-31827	42	20	certain	certain	ADJ
ajst-31827	42	21	application	application	NOUN
ajst-31827	42	22	foundation	foundation	NOUN
ajst-31827	42	23	in	in	ADP
ajst-31827	42	24	the	the	DET
ajst-31827	42	25	field	field	NOUN
ajst-31827	42	26	of	of	ADP
ajst-31827	42	27	cultural	cultural	ADJ
ajst-31827	42	28	heritage	heritage	NOUN
ajst-31827	42	29	protection	protection	NOUN
ajst-31827	42	30	in	in	ADP
ajst-31827	42	31	china	china	PROPN
ajst-31827	42	32	,	,	PUNCT
ajst-31827	42	33	and	and	CCONJ
ajst-31827	42	34	has	have	AUX
ajst-31827	42	35	proven	prove	VERB
ajst-31827	42	36	its	its	PRON
ajst-31827	42	37	effectiveness	effectiveness	NOUN
ajst-31827	42	38	in	in	ADP
ajst-31827	42	39	material	material	NOUN
ajst-31827	42	40	identification	identification	NOUN
ajst-31827	42	41	and	and	CCONJ
ajst-31827	42	42	process	process	NOUN
ajst-31827	42	43	research	research	NOUN
ajst-31827	42	44	in	in	ADP
ajst-31827	42	45	cases	case	NOUN
ajst-31827	42	46	such	such	ADJ
ajst-31827	42	47	as	as	ADP
ajst-31827	42	48	the	the	DET
ajst-31827	42	49	mogao	mogao	ADJ
ajst-31827	42	50	caves	cave	NOUN
ajst-31827	42	51	and	and	CCONJ
ajst-31827	42	52	the	the	DET
ajst-31827	42	53	two	two	NUM
ajst-31827	42	54	tombs	tomb	NOUN
ajst-31827	42	55	of	of	ADP
ajst-31827	42	56	southern	southern	ADJ
ajst-31827	42	57	tang	tang	PROPN
ajst-31827	42	58	.	.	PUNCT
ajst-31827	43	1	at	at	ADP
ajst-31827	43	2	the	the	DET
ajst-31827	43	3	same	same	ADJ
ajst-31827	43	4	time	time	NOUN
ajst-31827	43	5	,	,	PUNCT
ajst-31827	43	6	although	although	SCONJ
ajst-31827	43	7	the	the	DET
ajst-31827	43	8	research	research	NOUN
ajst-31827	43	9	on	on	ADP
ajst-31827	43	10	the	the	DET
ajst-31827	43	11	murals	mural	NOUN
ajst-31827	43	12	of	of	ADP
ajst-31827	43	13	the	the	DET
ajst-31827	43	14	fahai	fahai	ADJ
ajst-31827	43	15	temple	temple	NOUN
ajst-31827	43	16	has	have	AUX
ajst-31827	43	17	begun	begin	VERB
ajst-31827	43	18	,	,	PUNCT
ajst-31827	43	19	the	the	DET
ajst-31827	43	20	existing	exist	VERB
ajst-31827	43	21	technical	technical	ADJ
ajst-31827	43	22	means	mean	NOUN
ajst-31827	43	23	have	have	VERB
ajst-31827	43	24	deficiencies	deficiency	NOUN
ajst-31827	43	25	in	in	ADP
ajst-31827	43	26	terms	term	NOUN
ajst-31827	43	27	of	of	ADP
ajst-31827	43	28	the	the	DET
ajst-31827	43	29	refinement	refinement	NOUN
ajst-31827	43	30	,	,	PUNCT
ajst-31827	43	31	non	non	ADJ
ajst-31827	43	32	-	-	NOUN
ajst-31827	43	33	destructiveness	destructiveness	NOUN
ajst-31827	43	34	,	,	PUNCT
ajst-31827	43	35	and	and	CCONJ
ajst-31827	43	36	comprehensiveness	comprehensiveness	NOUN
ajst-31827	43	37	of	of	ADP
ajst-31827	43	38	the	the	DET
ajst-31827	43	39	analysis	analysis	NOUN
ajst-31827	43	40	.	.	PUNCT
ajst-31827	44	1	the	the	DET
ajst-31827	44	2	current	current	ADJ
ajst-31827	44	3	core	core	NOUN
ajst-31827	44	4	research	research	NOUN
ajst-31827	44	5	gap	gap	NOUN
ajst-31827	44	6	lies	lie	VERB
ajst-31827	44	7	in	in	ADP
ajst-31827	44	8	the	the	DET
ajst-31827	44	9	fact	fact	NOUN
ajst-31827	44	10	that	that	SCONJ
ajst-31827	44	11	although	although	SCONJ
ajst-31827	44	12	multispectral	multispectral	ADJ
ajst-31827	44	13	technology	technology	NOUN
ajst-31827	44	14	has	have	AUX
ajst-31827	44	15	been	be	AUX
ajst-31827	44	16	applied	apply	VERB
ajst-31827	44	17	,	,	PUNCT
ajst-31827	44	18	there	there	PRON
ajst-31827	44	19	has	have	AUX
ajst-31827	44	20	been	be	AUX
ajst-31827	44	21	no	no	DET
ajst-31827	44	22	systematic	systematic	ADJ
ajst-31827	44	23	integration	integration	NOUN
ajst-31827	44	24	of	of	ADP
ajst-31827	44	25	the	the	DET
ajst-31827	44	26	latest	late	ADJ
ajst-31827	44	27	high	high	ADJ
ajst-31827	44	28	-	-	PUNCT
ajst-31827	44	29	resolution	resolution	NOUN
ajst-31827	44	30	multispectral	multispectral	ADJ
ajst-31827	44	31	imaging	imaging	NOUN
ajst-31827	44	32	hardware	hardware	NOUN
ajst-31827	44	33	and	and	CCONJ
ajst-31827	44	34	cutting	cutting	NOUN
ajst-31827	44	35	-	-	PUNCT
ajst-31827	44	36	edge	edge	NOUN
ajst-31827	44	37	data	datum	NOUN
ajst-31827	44	38	processing	processing	NOUN
ajst-31827	44	39	algorithms	algorithm	NOUN
ajst-31827	44	40	(	(	PUNCT
ajst-31827	44	41	such	such	ADJ
ajst-31827	44	42	as	as	ADP
ajst-31827	44	43	deep	deep	ADJ
ajst-31827	44	44	learning	learning	NOUN
ajst-31827	44	45	)	)	PUNCT
ajst-31827	44	46	to	to	PART
ajst-31827	44	47	jointly	jointly	ADV
ajst-31827	44	48	tackle	tackle	VERB
ajst-31827	44	49	the	the	DET
ajst-31827	44	50	top	top	ADJ
ajst-31827	44	51	ming	ming	NOUN
ajst-31827	44	52	dynasty	dynasty	PROPN
ajst-31827	44	53	murals	mural	NOUN
ajst-31827	44	54	of	of	ADP
ajst-31827	44	55	fahaishi	fahaishi	NOUN
ajst-31827	44	56	.	.	PUNCT
ajst-31827	45	1	specifically	specifically	ADV
ajst-31827	45	2	,	,	PUNCT
ajst-31827	45	3	the	the	DET
ajst-31827	45	4	pigment	pigment	NOUN
ajst-31827	45	5	classification	classification	NOUN
ajst-31827	45	6	method	method	NOUN
ajst-31827	45	7	proposed	propose	VERB
ajst-31827	45	8	by	by	ADP
ajst-31827	45	9	chen	chen	PROPN
ajst-31827	45	10	yamin	yamin	PROPN
ajst-31827	45	11	et	et	PROPN
ajst-31827	45	12	al	al	PROPN
ajst-31827	45	13	.	.	PUNCT
ajst-31827	46	1	(	(	PUNCT
ajst-31827	46	2	2024)[2	2024)[2	NUM
ajst-31827	46	3	]	]	PUNCT
ajst-31827	46	4	,	,	PUNCT
ajst-31827	46	5	and	and	CCONJ
ajst-31827	46	6	the	the	DET
ajst-31827	46	7	line	line	NOUN
ajst-31827	46	8	drawing	draw	VERB
ajst-31827	46	9	extraction	extraction	NOUN
ajst-31827	46	10	algorithm	algorithm	NOUN
ajst-31827	46	11	proposed	propose	VERB
ajst-31827	46	12	by	by	ADP
ajst-31827	46	13	zhang	zhang	PROPN
ajst-31827	46	14	huanhuan	huanhuan	PROPN
ajst-31827	46	15	et	et	PROPN
ajst-31827	46	16	al	al	PROPN
ajst-31827	46	17	.	.	PROPN
ajst-31827	47	1	(	(	PUNCT
ajst-31827	47	2	2024	2024	NUM
ajst-31827	47	3	)	)	PUNCT
ajst-31827	47	4	,	,	PUNCT
ajst-31827	47	5	which	which	PRON
ajst-31827	47	6	are	be	AUX
ajst-31827	47	7	frontier	frontier	NOUN
ajst-31827	47	8	technologies	technology	NOUN
ajst-31827	47	9	,	,	PUNCT
ajst-31827	47	10	have	have	AUX
ajst-31827	47	11	demonstrated	demonstrate	VERB
ajst-31827	47	12	extremely	extremely	ADV
ajst-31827	47	13	high	high	ADJ
ajst-31827	47	14	accuracy	accuracy	NOUN
ajst-31827	47	15	and	and	CCONJ
ajst-31827	47	16	reliability	reliability	NOUN
ajst-31827	47	17	in	in	ADP
ajst-31827	47	18	laboratory	laboratory	NOUN
ajst-31827	47	19	simulations	simulation	NOUN
ajst-31827	47	20	or	or	CCONJ
ajst-31827	47	21	other	other	ADJ
ajst-31827	47	22	mural	mural	NOUN
ajst-31827	47	23	scenarios[7	scenarios[7	NOUN
ajst-31827	47	24	]	]	X
ajst-31827	47	25	.	.	PUNCT
ajst-31827	48	1	however	however	ADV
ajst-31827	48	2	,	,	PUNCT
ajst-31827	48	3	their	their	PRON
ajst-31827	48	4	combination	combination	NOUN
ajst-31827	48	5	with	with	ADP
ajst-31827	48	6	highresolution	highresolution	NOUN
ajst-31827	48	7	multispectral	multispectral	ADJ
ajst-31827	48	8	data	datum	NOUN
ajst-31827	48	9	acquisition	acquisition	NOUN
ajst-31827	48	10	technology	technology	NOUN
ajst-31827	48	11	is	be	AUX
ajst-31827	48	12	still	still	ADV
ajst-31827	48	13	a	a	DET
ajst-31827	48	14	blank	blank	NOUN
ajst-31827	48	15	in	in	ADP
ajst-31827	48	16	the	the	DET
ajst-31827	48	17	academic	academic	ADJ
ajst-31827	48	18	research	research	NOUN
ajst-31827	48	19	and	and	CCONJ
ajst-31827	48	20	conservation	conservation	NOUN
ajst-31827	48	21	practice	practice	NOUN
ajst-31827	48	22	of	of	ADP
ajst-31827	48	23	fahaishi	fahaishi	ADJ
ajst-31827	48	24	murals	mural	NOUN
ajst-31827	48	25	.	.	PUNCT
ajst-31827	49	1	therefore	therefore	ADV
ajst-31827	49	2	,	,	PUNCT
ajst-31827	49	3	integrating	integrate	VERB
ajst-31827	49	4	hr	hr	NOUN
ajst-31827	49	5	-	-	PUNCT
ajst-31827	49	6	msi	msi	NOUN
ajst-31827	49	7	technology	technology	NOUN
ajst-31827	49	8	with	with	ADP
ajst-31827	49	9	these	these	DET
ajst-31827	49	10	intelligent	intelligent	ADJ
ajst-31827	49	11	algorithms	algorithm	NOUN
ajst-31827	49	12	and	and	CCONJ
ajst-31827	49	13	applying	apply	VERB
ajst-31827	49	14	them	they	PRON
ajst-31827	49	15	comprehensively	comprehensively	ADV
ajst-31827	49	16	to	to	ADP
ajst-31827	49	17	the	the	DET
ajst-31827	49	18	case	case	NOUN
ajst-31827	49	19	study	study	NOUN
ajst-31827	49	20	of	of	ADP
ajst-31827	49	21	fahaishi	fahaishi	ADJ
ajst-31827	49	22	murals	mural	NOUN
ajst-31827	49	23	is	be	AUX
ajst-31827	49	24	not	not	PART
ajst-31827	49	25	only	only	ADV
ajst-31827	49	26	a	a	DET
ajst-31827	49	27	breakthrough	breakthrough	NOUN
ajst-31827	49	28	of	of	ADP
ajst-31827	49	29	the	the	DET
ajst-31827	49	30	existing	exist	VERB
ajst-31827	49	31	technical	technical	ADJ
ajst-31827	49	32	limitations	limitation	NOUN
ajst-31827	49	33	,	,	PUNCT
ajst-31827	49	34	but	but	CCONJ
ajst-31827	49	35	also	also	ADV
ajst-31827	49	36	an	an	DET
ajst-31827	49	37	inevitable	inevitable	ADJ
ajst-31827	49	38	requirement	requirement	NOUN
ajst-31827	49	39	to	to	PART
ajst-31827	49	40	fill	fill	VERB
ajst-31827	49	41	the	the	DET
ajst-31827	49	42	research	research	NOUN
ajst-31827	49	43	gap	gap	NOUN
ajst-31827	49	44	in	in	ADP
ajst-31827	49	45	this	this	DET
ajst-31827	49	46	field	field	NOUN
ajst-31827	49	47	.	.	PUNCT
ajst-31827	50	1	it	it	PRON
ajst-31827	50	2	will	will	AUX
ajst-31827	50	3	provide	provide	VERB
ajst-31827	50	4	unprecedented	unprecedented	ADJ
ajst-31827	50	5	technological	technological	ADJ
ajst-31827	50	6	support	support	NOUN
ajst-31827	50	7	for	for	ADP
ajst-31827	50	8	the	the	DET
ajst-31827	50	9	permanent	permanent	ADJ
ajst-31827	50	10	preservation	preservation	NOUN
ajst-31827	50	11	and	and	CCONJ
ajst-31827	50	12	in	in	ADP
ajst-31827	50	13	-	-	PUNCT
ajst-31827	50	14	depth	depth	NOUN
ajst-31827	50	15	interpretation	interpretation	NOUN
ajst-31827	50	16	of	of	ADP
ajst-31827	50	17	this	this	DET
ajst-31827	50	18	artistic	artistic	ADJ
ajst-31827	50	19	treasure	treasure	NOUN
ajst-31827	50	20	trove	trove	NOUN
ajst-31827	50	21	.	.	PUNCT
ajst-31827	51	1	3	3	X
ajst-31827	51	2	.	.	X
ajst-31827	51	3	analysis	analysis	NOUN
ajst-31827	51	4	of	of	ADP
ajst-31827	51	5	high	high	ADJ
ajst-31827	51	6	-	-	PUNCT
ajst-31827	51	7	resolution	resolution	NOUN
ajst-31827	51	8	multispectral	multispectral	ADJ
ajst-31827	51	9	imaging	imaging	NOUN
ajst-31827	51	10	technology	technology	NOUN
ajst-31827	51	11	system	system	NOUN
ajst-31827	51	12	the	the	DET
ajst-31827	51	13	high	high	ADJ
ajst-31827	51	14	-	-	PUNCT
ajst-31827	51	15	resolution	resolution	NOUN
ajst-31827	51	16	multispectral	multispectral	ADJ
ajst-31827	51	17	imaging	imaging	NOUN
ajst-31827	51	18	technology	technology	NOUN
ajst-31827	51	19	system	system	NOUN
ajst-31827	51	20	is	be	AUX
ajst-31827	51	21	a	a	DET
ajst-31827	51	22	comprehensive	comprehensive	ADJ
ajst-31827	51	23	system	system	NOUN
ajst-31827	51	24	.	.	PUNCT
ajst-31827	52	1	it	it	PRON
ajst-31827	52	2	not	not	PART
ajst-31827	52	3	only	only	ADV
ajst-31827	52	4	includes	include	VERB
ajst-31827	52	5	highly	highly	ADV
ajst-31827	52	6	precise	precise	ADJ
ajst-31827	52	7	hardware	hardware	NOUN
ajst-31827	52	8	equipment	equipment	NOUN
ajst-31827	52	9	,	,	PUNCT
ajst-31827	52	10	but	but	CCONJ
ajst-31827	52	11	also	also	ADV
ajst-31827	52	12	a	a	DET
ajst-31827	52	13	set	set	NOUN
ajst-31827	52	14	of	of	ADP
ajst-31827	52	15	advanced	advanced	ADJ
ajst-31827	52	16	data	datum	NOUN
ajst-31827	52	17	processing	processing	NOUN
ajst-31827	52	18	algorithms	algorithm	NOUN
ajst-31827	52	19	.	.	PUNCT
ajst-31827	53	1	when	when	SCONJ
ajst-31827	53	2	these	these	DET
ajst-31827	53	3	components	component	NOUN
ajst-31827	53	4	work	work	VERB
ajst-31827	53	5	together	together	ADV
ajst-31827	53	6	,	,	PUNCT
ajst-31827	53	7	they	they	PRON
ajst-31827	53	8	can	can	AUX
ajst-31827	53	9	extract	extract	VERB
ajst-31827	53	10	from	from	ADP
ajst-31827	53	11	the	the	DET
ajst-31827	53	12	surface	surface	NOUN
ajst-31827	53	13	of	of	ADP
ajst-31827	53	14	the	the	DET
ajst-31827	53	15	mural	mural	NOUN
ajst-31827	53	16	a	a	DET
ajst-31827	53	17	wealth	wealth	NOUN
ajst-31827	53	18	of	of	ADP
ajst-31827	53	19	information	information	NOUN
ajst-31827	53	20	far	far	ADV
ajst-31827	53	21	beyond	beyond	ADP
ajst-31827	53	22	what	what	PRON
ajst-31827	53	23	the	the	DET
ajst-31827	53	24	naked	naked	ADJ
ajst-31827	53	25	eye	eye	NOUN
ajst-31827	53	26	can	can	AUX
ajst-31827	53	27	perceive	perceive	VERB
ajst-31827	53	28	.	.	PUNCT
ajst-31827	54	1	3.1	3.1	NUM
ajst-31827	54	2	.	.	PUNCT
ajst-31827	55	1	technical	technical	ADJ
ajst-31827	55	2	principles	principle	NOUN
ajst-31827	55	3	and	and	CCONJ
ajst-31827	55	4	data	datum	NOUN
ajst-31827	55	5	collection	collection	NOUN
ajst-31827	55	6	the	the	DET
ajst-31827	55	7	basic	basic	ADJ
ajst-31827	55	8	principle	principle	NOUN
ajst-31827	55	9	of	of	ADP
ajst-31827	55	10	high	high	ADJ
ajst-31827	55	11	-	-	PUNCT
ajst-31827	55	12	resolution	resolution	NOUN
ajst-31827	55	13	multispectral	multispectral	ADJ
ajst-31827	55	14	imaging	imaging	NOUN
ajst-31827	55	15	is	be	AUX
ajst-31827	55	16	that	that	SCONJ
ajst-31827	55	17	different	different	ADJ
ajst-31827	55	18	materials	material	NOUN
ajst-31827	55	19	exhibit	exhibit	VERB
ajst-31827	55	20	unique	unique	ADJ
ajst-31827	55	21	reflection	reflection	NOUN
ajst-31827	55	22	and	and	CCONJ
ajst-31827	55	23	absorption	absorption	NOUN
ajst-31827	55	24	characteristics	characteristic	NOUN
ajst-31827	55	25	when	when	SCONJ
ajst-31827	55	26	exposed	expose	VERB
ajst-31827	55	27	to	to	ADP
ajst-31827	55	28	light	light	NOUN
ajst-31827	55	29	of	of	ADP
ajst-31827	55	30	different	different	ADJ
ajst-31827	55	31	wavelengths	wavelength	NOUN
ajst-31827	55	32	.	.	PUNCT
ajst-31827	56	1	these	these	DET
ajst-31827	56	2	characteristics	characteristic	NOUN
ajst-31827	56	3	are	be	AUX
ajst-31827	56	4	akin	akin	ADJ
ajst-31827	56	5	to	to	ADP
ajst-31827	56	6	the	the	DET
ajst-31827	56	7	"	"	PUNCT
ajst-31827	56	8	optical	optical	ADJ
ajst-31827	56	9	fingerprints	fingerprint	NOUN
ajst-31827	56	10	"	"	PUNCT
ajst-31827	56	11	of	of	ADP
ajst-31827	56	12	the	the	DET
ajst-31827	56	13	materials	material	NOUN
ajst-31827	56	14	.	.	PUNCT
ajst-31827	57	1	the	the	DET
ajst-31827	57	2	multispectral	multispectral	ADJ
ajst-31827	57	3	imaging	imaging	NOUN
ajst-31827	57	4	system	system	NOUN
ajst-31827	57	5	collects	collect	VERB
ajst-31827	57	6	images	image	NOUN
ajst-31827	57	7	of	of	ADP
ajst-31827	57	8	the	the	DET
ajst-31827	57	9	mural	mural	NOUN
ajst-31827	57	10	in	in	ADP
ajst-31827	57	11	different	different	ADJ
ajst-31827	57	12	wavelength	wavelength	NOUN
ajst-31827	57	13	bands	band	NOUN
ajst-31827	57	14	through	through	ADP
ajst-31827	57	15	multiple	multiple	ADJ
ajst-31827	57	16	narrow	narrow	ADJ
ajst-31827	57	17	-	-	PUNCT
ajst-31827	57	18	band	band	NOUN
ajst-31827	57	19	filters	filter	NOUN
ajst-31827	57	20	.	.	PUNCT
ajst-31827	58	1	these	these	DET
ajst-31827	58	2	images	image	NOUN
ajst-31827	58	3	form	form	VERB
ajst-31827	58	4	a	a	DET
ajst-31827	58	5	three	three	NUM
ajst-31827	58	6	-	-	PUNCT
ajst-31827	58	7	dimensional	dimensional	ADJ
ajst-31827	58	8	data	datum	NOUN
ajst-31827	58	9	cube	cube	NOUN
ajst-31827	58	10	.	.	PUNCT
ajst-31827	59	1	the	the	DET
ajst-31827	59	2	two	two	NUM
ajst-31827	59	3	dimensions	dimension	NOUN
ajst-31827	59	4	are	be	AUX
ajst-31827	59	5	spatial	spatial	ADJ
ajst-31827	59	6	dimensions	dimension	NOUN
ajst-31827	59	7	,	,	PUNCT
ajst-31827	59	8	namely	namely	ADV
ajst-31827	59	9	the	the	DET
ajst-31827	59	10	length	length	NOUN
ajst-31827	59	11	and	and	CCONJ
ajst-31827	59	12	54	54	NUM
ajst-31827	59	13	width	width	NOUN
ajst-31827	59	14	of	of	ADP
ajst-31827	59	15	the	the	DET
ajst-31827	59	16	image	image	NOUN
ajst-31827	59	17	,	,	PUNCT
ajst-31827	59	18	and	and	CCONJ
ajst-31827	59	19	the	the	DET
ajst-31827	59	20	other	other	ADJ
ajst-31827	59	21	dimension	dimension	NOUN
ajst-31827	59	22	is	be	AUX
ajst-31827	59	23	the	the	DET
ajst-31827	59	24	spectral	spectral	ADJ
ajst-31827	59	25	dimension	dimension	NOUN
ajst-31827	59	26	,	,	PUNCT
ajst-31827	59	27	representing	represent	VERB
ajst-31827	59	28	different	different	ADJ
ajst-31827	59	29	wavelength	wavelength	NOUN
ajst-31827	59	30	bands	band	NOUN
ajst-31827	59	31	.	.	PUNCT
ajst-31827	60	1	to	to	PART
ajst-31827	60	2	achieve	achieve	VERB
ajst-31827	60	3	high	high	ADJ
ajst-31827	60	4	-	-	PUNCT
ajst-31827	60	5	quality	quality	NOUN
ajst-31827	60	6	imaging	imaging	NOUN
ajst-31827	60	7	,	,	PUNCT
ajst-31827	60	8	the	the	DET
ajst-31827	60	9	data	data	NOUN
ajst-31827	60	10	acquisition	acquisition	NOUN
ajst-31827	60	11	process	process	NOUN
ajst-31827	60	12	is	be	AUX
ajst-31827	60	13	crucial	crucial	ADJ
ajst-31827	60	14	.	.	PUNCT
ajst-31827	61	1	first	first	ADV
ajst-31827	61	2	,	,	PUNCT
ajst-31827	61	3	a	a	DET
ajst-31827	61	4	high	high	ADJ
ajst-31827	61	5	-	-	PUNCT
ajst-31827	61	6	resolution	resolution	NOUN
ajst-31827	61	7	camera	camera	NOUN
ajst-31827	61	8	sensor	sensor	NOUN
ajst-31827	61	9	is	be	AUX
ajst-31827	61	10	needed	need	VERB
ajst-31827	61	11	to	to	PART
ajst-31827	61	12	ensure	ensure	VERB
ajst-31827	61	13	clear	clear	ADJ
ajst-31827	61	14	spatial	spatial	ADJ
ajst-31827	61	15	details	detail	NOUN
ajst-31827	61	16	in	in	ADP
ajst-31827	61	17	the	the	DET
ajst-31827	61	18	image	image	NOUN
ajst-31827	61	19	.	.	PUNCT
ajst-31827	62	1	this	this	PRON
ajst-31827	62	2	is	be	AUX
ajst-31827	62	3	particularly	particularly	ADV
ajst-31827	62	4	important	important	ADJ
ajst-31827	62	5	for	for	ADP
ajst-31827	62	6	artworks	artwork	NOUN
ajst-31827	62	7	like	like	ADP
ajst-31827	62	8	the	the	DET
ajst-31827	62	9	murals	mural	NOUN
ajst-31827	62	10	at	at	ADP
ajst-31827	62	11	fahaishi	fahaishi	ADJ
ajst-31827	62	12	temple	temple	NOUN
ajst-31827	62	13	with	with	ADP
ajst-31827	62	14	delicate	delicate	ADJ
ajst-31827	62	15	brushwork	brushwork	NOUN
ajst-31827	62	16	and	and	CCONJ
ajst-31827	62	17	complex	complex	ADJ
ajst-31827	62	18	patterns	pattern	NOUN
ajst-31827	62	19	.	.	PUNCT
ajst-31827	63	1	secondly	secondly	ADV
ajst-31827	63	2	,	,	PUNCT
ajst-31827	63	3	the	the	DET
ajst-31827	63	4	lighting	lighting	NOUN
ajst-31827	63	5	must	must	AUX
ajst-31827	63	6	be	be	AUX
ajst-31827	63	7	uniform	uniform	ADJ
ajst-31827	63	8	and	and	CCONJ
ajst-31827	63	9	stable	stable	ADJ
ajst-31827	63	10	to	to	PART
ajst-31827	63	11	avoid	avoid	VERB
ajst-31827	63	12	shadows	shadow	NOUN
ajst-31827	63	13	and	and	CCONJ
ajst-31827	63	14	reflections	reflection	NOUN
ajst-31827	63	15	that	that	PRON
ajst-31827	63	16	could	could	AUX
ajst-31827	63	17	interfere	interfere	VERB
ajst-31827	63	18	with	with	ADP
ajst-31827	63	19	data	datum	NOUN
ajst-31827	63	20	analysis	analysis	NOUN
ajst-31827	63	21	.	.	PUNCT
ajst-31827	64	1	for	for	ADP
ajst-31827	64	2	the	the	DET
ajst-31827	64	3	interior	interior	NOUN
ajst-31827	64	4	of	of	ADP
ajst-31827	64	5	the	the	DET
ajst-31827	64	6	great	great	PROPN
ajst-31827	64	7	buddha	buddha	PROPN
ajst-31827	64	8	hall	hall	PROPN
ajst-31827	64	9	at	at	ADP
ajst-31827	64	10	fahaishi	fahaishi	PROPN
ajst-31827	64	11	temple	temple	PROPN
ajst-31827	64	12	,	,	PUNCT
ajst-31827	64	13	a	a	DET
ajst-31827	64	14	special	special	ADJ
ajst-31827	64	15	lighting	lighting	NOUN
ajst-31827	64	16	scheme	scheme	NOUN
ajst-31827	64	17	may	may	AUX
ajst-31827	64	18	be	be	AUX
ajst-31827	64	19	necessary	necessary	ADJ
ajst-31827	64	20	.	.	PUNCT
ajst-31827	65	1	finally	finally	ADV
ajst-31827	65	2	,	,	PUNCT
ajst-31827	65	3	superresolution	superresolution	NOUN
ajst-31827	65	4	reconstruction	reconstruction	NOUN
ajst-31827	65	5	algorithms	algorithm	NOUN
ajst-31827	65	6	can	can	AUX
ajst-31827	65	7	further	far	ADV
ajst-31827	65	8	enhance	enhance	VERB
ajst-31827	65	9	image	image	NOUN
ajst-31827	65	10	quality	quality	NOUN
ajst-31827	65	11	.	.	PUNCT
ajst-31827	66	1	guo	guo	PROPN
ajst-31827	66	2	yufei	yufei	PROPN
ajst-31827	66	3	's	's	PART
ajst-31827	66	4	(	(	PUNCT
ajst-31827	66	5	2018	2018	NUM
ajst-31827	66	6	)	)	PUNCT
ajst-31827	66	7	research	research	NOUN
ajst-31827	66	8	shows	show	VERB
ajst-31827	66	9	that	that	SCONJ
ajst-31827	66	10	through	through	ADP
ajst-31827	66	11	computational	computational	ADJ
ajst-31827	66	12	imaging	imaging	NOUN
ajst-31827	66	13	methods	method	NOUN
ajst-31827	66	14	such	such	ADJ
ajst-31827	66	15	as	as	ADP
ajst-31827	66	16	compressed	compressed	ADJ
ajst-31827	66	17	sensing	sensing	NOUN
ajst-31827	66	18	,	,	PUNCT
ajst-31827	66	19	the	the	DET
ajst-31827	66	20	spatial	spatial	ADJ
ajst-31827	66	21	resolution	resolution	NOUN
ajst-31827	66	22	of	of	ADP
ajst-31827	66	23	the	the	DET
ajst-31827	66	24	image	image	NOUN
ajst-31827	66	25	can	can	AUX
ajst-31827	66	26	be	be	AUX
ajst-31827	66	27	improved	improve	VERB
ajst-31827	66	28	at	at	ADP
ajst-31827	66	29	the	the	DET
ajst-31827	66	30	software	software	NOUN
ajst-31827	66	31	algorithm	algorithm	NOUN
ajst-31827	66	32	level	level	NOUN
ajst-31827	66	33	without	without	ADP
ajst-31827	66	34	significantly	significantly	ADV
ajst-31827	66	35	increasing	increase	VERB
ajst-31827	66	36	hardware	hardware	NOUN
ajst-31827	66	37	costs	cost	NOUN
ajst-31827	66	38	,	,	PUNCT
ajst-31827	66	39	thereby	thereby	ADV
ajst-31827	66	40	presenting	present	VERB
ajst-31827	66	41	the	the	DET
ajst-31827	66	42	pigment	pigment	NOUN
ajst-31827	66	43	particles	particle	NOUN
ajst-31827	66	44	and	and	CCONJ
ajst-31827	66	45	fine	fine	ADJ
ajst-31827	66	46	cracks	crack	NOUN
ajst-31827	66	47	of	of	ADP
ajst-31827	66	48	the	the	DET
ajst-31827	66	49	murals	mural	NOUN
ajst-31827	66	50	more	more	ADJ
ajst-31827	66	51	clearly[4	clearly[4	NOUN
ajst-31827	66	52	]	]	X
ajst-31827	66	53	.	.	PUNCT
ajst-31827	67	1	3.2	3.2	NUM
ajst-31827	67	2	.	.	PUNCT
ajst-31827	68	1	key	key	ADJ
ajst-31827	68	2	technologies	technology	NOUN
ajst-31827	68	3	for	for	ADP
ajst-31827	68	4	data	data	NOUN
ajst-31827	68	5	processing	processing	NOUN
ajst-31827	68	6	and	and	CCONJ
ajst-31827	68	7	information	information	NOUN
ajst-31827	68	8	extraction	extraction	NOUN
ajst-31827	68	9	the	the	DET
ajst-31827	68	10	massive	massive	ADJ
ajst-31827	68	11	raw	raw	ADJ
ajst-31827	68	12	multi	multi	ADJ
ajst-31827	68	13	-	-	ADJ
ajst-31827	68	14	spectral	spectral	ADJ
ajst-31827	68	15	data	datum	NOUN
ajst-31827	68	16	collected	collect	VERB
ajst-31827	68	17	must	must	AUX
ajst-31827	68	18	undergo	undergo	VERB
ajst-31827	68	19	a	a	DET
ajst-31827	68	20	series	series	NOUN
ajst-31827	68	21	of	of	ADP
ajst-31827	68	22	advanced	advanced	ADJ
ajst-31827	68	23	algorithms	algorithm	NOUN
ajst-31827	68	24	before	before	SCONJ
ajst-31827	68	25	it	it	PRON
ajst-31827	68	26	can	can	AUX
ajst-31827	68	27	be	be	AUX
ajst-31827	68	28	transformed	transform	VERB
ajst-31827	68	29	into	into	ADP
ajst-31827	68	30	valuable	valuable	ADJ
ajst-31827	68	31	information	information	NOUN
ajst-31827	68	32	.	.	PUNCT
ajst-31827	69	1	the	the	DET
ajst-31827	69	2	first	first	ADJ
ajst-31827	69	3	key	key	ADJ
ajst-31827	69	4	technology	technology	NOUN
ajst-31827	69	5	is	be	AUX
ajst-31827	69	6	pigment	pigment	ADJ
ajst-31827	69	7	classification	classification	NOUN
ajst-31827	69	8	and	and	CCONJ
ajst-31827	69	9	identification	identification	NOUN
ajst-31827	69	10	.	.	PUNCT
ajst-31827	70	1	traditional	traditional	ADJ
ajst-31827	70	2	classification	classification	NOUN
ajst-31827	70	3	methods	method	NOUN
ajst-31827	70	4	may	may	AUX
ajst-31827	70	5	not	not	PART
ajst-31827	70	6	be	be	AUX
ajst-31827	70	7	able	able	ADJ
ajst-31827	70	8	to	to	PART
ajst-31827	70	9	effectively	effectively	ADV
ajst-31827	70	10	handle	handle	VERB
ajst-31827	70	11	the	the	DET
ajst-31827	70	12	transitional	transitional	ADJ
ajst-31827	70	13	areas	area	NOUN
ajst-31827	70	14	of	of	ADP
ajst-31827	70	15	pigments	pigment	NOUN
ajst-31827	70	16	in	in	ADP
ajst-31827	70	17	murals	mural	NOUN
ajst-31827	70	18	.	.	PUNCT
ajst-31827	71	1	chen	chen	PROPN
ajst-31827	71	2	yamin	yamin	PROPN
ajst-31827	71	3	et	et	PROPN
ajst-31827	71	4	al	al	PROPN
ajst-31827	71	5	.	.	PROPN
ajst-31827	72	1	(	(	PUNCT
ajst-31827	72	2	2024	2024	NUM
ajst-31827	72	3	)	)	PUNCT
ajst-31827	72	4	proposed	propose	VERB
ajst-31827	72	5	a	a	DET
ajst-31827	72	6	classification	classification	NOUN
ajst-31827	72	7	method	method	NOUN
ajst-31827	72	8	based	base	VERB
ajst-31827	72	9	on	on	ADP
ajst-31827	72	10	multi	multi	ADJ
ajst-31827	72	11	-	-	ADJ
ajst-31827	72	12	scale	scale	ADJ
ajst-31827	72	13	superpixel	superpixel	NOUN
ajst-31827	72	14	segmentation[2	segmentation[2	PROPN
ajst-31827	72	15	]	]	PUNCT
ajst-31827	72	16	.	.	PUNCT
ajst-31827	73	1	this	this	DET
ajst-31827	73	2	method	method	NOUN
ajst-31827	73	3	first	first	ADV
ajst-31827	73	4	intelligently	intelligently	ADV
ajst-31827	73	5	segments	segment	VERB
ajst-31827	73	6	the	the	DET
ajst-31827	73	7	mural	mural	ADJ
ajst-31827	73	8	images	image	NOUN
ajst-31827	73	9	,	,	PUNCT
ajst-31827	73	10	combining	combine	VERB
ajst-31827	73	11	adjacent	adjacent	ADJ
ajst-31827	73	12	pixels	pixel	NOUN
ajst-31827	73	13	with	with	ADP
ajst-31827	73	14	similar	similar	ADJ
ajst-31827	73	15	colors	color	NOUN
ajst-31827	73	16	and	and	CCONJ
ajst-31827	73	17	textures	texture	NOUN
ajst-31827	73	18	into	into	ADP
ajst-31827	73	19	irregular	irregular	ADJ
ajst-31827	73	20	"	"	PUNCT
ajst-31827	73	21	superpixel	superpixel	ADJ
ajst-31827	73	22	"	"	PUNCT
ajst-31827	73	23	blocks	block	NOUN
ajst-31827	73	24	.	.	PUNCT
ajst-31827	74	1	this	this	PRON
ajst-31827	74	2	is	be	AUX
ajst-31827	74	3	more	more	ADJ
ajst-31827	74	4	in	in	ADP
ajst-31827	74	5	line	line	NOUN
ajst-31827	74	6	with	with	ADP
ajst-31827	74	7	the	the	DET
ajst-31827	74	8	true	true	ADJ
ajst-31827	74	9	contours	contours	NOUN
ajst-31827	74	10	of	of	ADP
ajst-31827	74	11	the	the	DET
ajst-31827	74	12	pigment	pigment	NOUN
ajst-31827	74	13	areas	area	NOUN
ajst-31827	74	14	than	than	ADP
ajst-31827	74	15	fixed	fix	VERB
ajst-31827	74	16	-	-	PUNCT
ajst-31827	74	17	sized	sized	ADJ
ajst-31827	74	18	windows	window	NOUN
ajst-31827	74	19	.	.	PUNCT
ajst-31827	75	1	then	then	ADV
ajst-31827	75	2	,	,	PUNCT
ajst-31827	75	3	using	use	VERB
ajst-31827	75	4	machine	machine	NOUN
ajst-31827	75	5	learning	learn	VERB
ajst-31827	75	6	classifiers	classifier	NOUN
ajst-31827	75	7	such	such	ADJ
ajst-31827	75	8	as	as	ADP
ajst-31827	75	9	support	support	NOUN
ajst-31827	75	10	vector	vector	NOUN
ajst-31827	75	11	machines	machine	NOUN
ajst-31827	75	12	,	,	PUNCT
ajst-31827	75	13	these	these	DET
ajst-31827	75	14	superpixel	superpixel	ADJ
ajst-31827	75	15	blocks	block	NOUN
ajst-31827	75	16	are	be	AUX
ajst-31827	75	17	classified	classified	ADJ
ajst-31827	75	18	.	.	PUNCT
ajst-31827	76	1	this	this	DET
ajst-31827	76	2	method	method	NOUN
ajst-31827	76	3	achieved	achieve	VERB
ajst-31827	76	4	a	a	DET
ajst-31827	76	5	total	total	ADJ
ajst-31827	76	6	accuracy	accuracy	NOUN
ajst-31827	76	7	of	of	ADP
ajst-31827	76	8	98.84	98.84	NUM
ajst-31827	76	9	%	%	NOUN
ajst-31827	76	10	in	in	ADP
ajst-31827	76	11	experiments	experiment	NOUN
ajst-31827	76	12	,	,	PUNCT
ajst-31827	76	13	proving	prove	VERB
ajst-31827	76	14	its	its	PRON
ajst-31827	76	15	reliability	reliability	NOUN
ajst-31827	76	16	.	.	PUNCT
ajst-31827	77	1	applying	apply	VERB
ajst-31827	77	2	it	it	PRON
ajst-31827	77	3	to	to	ADP
ajst-31827	77	4	the	the	DET
ajst-31827	77	5	murals	mural	NOUN
ajst-31827	77	6	of	of	ADP
ajst-31827	77	7	fahaishi	fahaishi	ADJ
ajst-31827	77	8	temple	temple	NOUN
ajst-31827	77	9	can	can	AUX
ajst-31827	77	10	precisely	precisely	ADV
ajst-31827	77	11	draw	draw	VERB
ajst-31827	77	12	the	the	DET
ajst-31827	77	13	distribution	distribution	NOUN
ajst-31827	77	14	maps	map	NOUN
ajst-31827	77	15	of	of	ADP
ajst-31827	77	16	different	different	ADJ
ajst-31827	77	17	mineral	mineral	NOUN
ajst-31827	77	18	pigments	pigment	NOUN
ajst-31827	77	19	(	(	PUNCT
ajst-31827	77	20	such	such	ADJ
ajst-31827	77	21	as	as	ADP
ajst-31827	77	22	stone	stone	NOUN
ajst-31827	77	23	blue	blue	NOUN
ajst-31827	77	24	,	,	PUNCT
ajst-31827	77	25	stone	stone	NOUN
ajst-31827	77	26	green	green	NOUN
ajst-31827	77	27	,	,	PUNCT
ajst-31827	77	28	and	and	CCONJ
ajst-31827	77	29	cinnabar	cinnabar	NOUN
ajst-31827	77	30	,	,	PUNCT
ajst-31827	77	31	etc	etc	X
ajst-31827	77	32	.	.	X
ajst-31827	77	33	)	)	PUNCT
ajst-31827	77	34	,	,	PUNCT
ajst-31827	77	35	and	and	CCONJ
ajst-31827	77	36	even	even	ADV
ajst-31827	77	37	distinguish	distinguish	VERB
ajst-31827	77	38	the	the	DET
ajst-31827	77	39	same	same	ADJ
ajst-31827	77	40	pigments	pigment	NOUN
ajst-31827	77	41	of	of	ADP
ajst-31827	77	42	different	different	ADJ
ajst-31827	77	43	particle	particle	NOUN
ajst-31827	77	44	sizes	size	NOUN
ajst-31827	77	45	or	or	CCONJ
ajst-31827	77	46	origins	origin	NOUN
ajst-31827	77	47	,	,	PUNCT
ajst-31827	77	48	providing	provide	VERB
ajst-31827	77	49	precise	precise	ADJ
ajst-31827	77	50	data	datum	NOUN
ajst-31827	77	51	support	support	NOUN
ajst-31827	77	52	for	for	ADP
ajst-31827	77	53	the	the	DET
ajst-31827	77	54	study	study	NOUN
ajst-31827	77	55	of	of	ADP
ajst-31827	77	56	ming	ming	PROPN
ajst-31827	77	57	dynasty	dynasty	PROPN
ajst-31827	77	58	pigment	pigment	NOUN
ajst-31827	77	59	techniques	technique	NOUN
ajst-31827	77	60	.	.	PUNCT
ajst-31827	78	1	the	the	DET
ajst-31827	78	2	second	second	ADJ
ajst-31827	78	3	key	key	ADJ
ajst-31827	78	4	technology	technology	NOUN
ajst-31827	78	5	is	be	AUX
ajst-31827	78	6	hidden	hide	VERB
ajst-31827	78	7	information	information	NOUN
ajst-31827	78	8	extraction	extraction	NOUN
ajst-31827	78	9	,	,	PUNCT
ajst-31827	78	10	especially	especially	ADV
ajst-31827	78	11	line	line	NOUN
ajst-31827	78	12	drawing	draw	VERB
ajst-31827	78	13	extraction	extraction	NOUN
ajst-31827	78	14	.	.	PUNCT
ajst-31827	79	1	the	the	DET
ajst-31827	79	2	underlying	underlie	VERB
ajst-31827	79	3	line	line	NOUN
ajst-31827	79	4	drawing	drawing	NOUN
ajst-31827	79	5	of	of	ADP
ajst-31827	79	6	the	the	DET
ajst-31827	79	7	mural	mural	NOUN
ajst-31827	79	8	is	be	AUX
ajst-31827	79	9	an	an	DET
ajst-31827	79	10	important	important	ADJ
ajst-31827	79	11	clue	clue	NOUN
ajst-31827	79	12	for	for	ADP
ajst-31827	79	13	studying	study	VERB
ajst-31827	79	14	the	the	DET
ajst-31827	79	15	painter	painter	NOUN
ajst-31827	79	16	's	's	PART
ajst-31827	79	17	creative	creative	ADJ
ajst-31827	79	18	intention	intention	NOUN
ajst-31827	79	19	and	and	CCONJ
ajst-31827	79	20	techniques	technique	NOUN
ajst-31827	79	21	.	.	PUNCT
ajst-31827	80	1	however	however	ADV
ajst-31827	80	2	,	,	PUNCT
ajst-31827	80	3	most	most	ADJ
ajst-31827	80	4	of	of	ADP
ajst-31827	80	5	it	it	PRON
ajst-31827	80	6	has	have	AUX
ajst-31827	80	7	been	be	AUX
ajst-31827	80	8	covered	cover	VERB
ajst-31827	80	9	by	by	ADP
ajst-31827	80	10	the	the	DET
ajst-31827	80	11	upper	upper	ADJ
ajst-31827	80	12	pigments	pigment	NOUN
ajst-31827	80	13	and	and	CCONJ
ajst-31827	80	14	is	be	AUX
ajst-31827	80	15	invisible	invisible	ADJ
ajst-31827	80	16	.	.	PUNCT
ajst-31827	81	1	zhang	zhang	PROPN
ajst-31827	81	2	xianxian	xianxian	PROPN
ajst-31827	81	3	et	et	PROPN
ajst-31827	81	4	al	al	PROPN
ajst-31827	81	5	.	.	PROPN
ajst-31827	81	6	(	(	PUNCT
ajst-31827	81	7	2024	2024	NUM
ajst-31827	81	8	)	)	PUNCT
ajst-31827	81	9	developed	develop	VERB
ajst-31827	81	10	a	a	DET
ajst-31827	81	11	deep	deep	ADJ
ajst-31827	81	12	learning	learning	NOUN
ajst-31827	81	13	algorithm	algorithm	NOUN
ajst-31827	81	14	that	that	PRON
ajst-31827	81	15	integrates	integrate	VERB
ajst-31827	81	16	pixel	pixel	ADJ
ajst-31827	81	17	difference	difference	NOUN
ajst-31827	81	18	convolution	convolution	NOUN
ajst-31827	81	19	to	to	PART
ajst-31827	81	20	extract	extract	VERB
ajst-31827	81	21	the	the	DET
ajst-31827	81	22	line	line	NOUN
ajst-31827	81	23	drawing	draw	VERB
ajst-31827	81	24	.	.	PUNCT
ajst-31827	82	1	this	this	DET
ajst-31827	82	2	algorithm	algorithm	NOUN
ajst-31827	82	3	can	can	AUX
ajst-31827	82	4	enhance	enhance	VERB
ajst-31827	82	5	the	the	DET
ajst-31827	82	6	edge	edge	NOUN
ajst-31827	82	7	gradient	gradient	NOUN
ajst-31827	82	8	information	information	NOUN
ajst-31827	82	9	in	in	ADP
ajst-31827	82	10	the	the	DET
ajst-31827	82	11	image	image	NOUN
ajst-31827	82	12	and	and	CCONJ
ajst-31827	82	13	effectively	effectively	ADV
ajst-31827	82	14	suppress	suppress	VERB
ajst-31827	82	15	noise	noise	NOUN
ajst-31827	82	16	interference	interference	NOUN
ajst-31827	82	17	.	.	PUNCT
ajst-31827	83	1	even	even	ADV
ajst-31827	83	2	in	in	ADP
ajst-31827	83	3	areas	area	NOUN
ajst-31827	83	4	where	where	SCONJ
ajst-31827	83	5	the	the	DET
ajst-31827	83	6	mural	mural	NOUN
ajst-31827	83	7	has	have	VERB
ajst-31827	83	8	severe	severe	ADJ
ajst-31827	83	9	fading	fading	NOUN
ajst-31827	83	10	and	and	CCONJ
ajst-31827	83	11	high	high	ADJ
ajst-31827	83	12	noise	noise	NOUN
ajst-31827	83	13	,	,	PUNCT
ajst-31827	83	14	clear	clear	ADJ
ajst-31827	83	15	and	and	CCONJ
ajst-31827	83	16	coherent	coherent	ADJ
ajst-31827	83	17	line	line	NOUN
ajst-31827	83	18	drawings	drawing	NOUN
ajst-31827	83	19	can	can	AUX
ajst-31827	83	20	be	be	AUX
ajst-31827	83	21	extracted	extract	VERB
ajst-31827	83	22	.	.	PUNCT
ajst-31827	84	1	applying	apply	VERB
ajst-31827	84	2	this	this	DET
ajst-31827	84	3	technology	technology	NOUN
ajst-31827	84	4	to	to	ADP
ajst-31827	84	5	the	the	DET
ajst-31827	84	6	murals	mural	NOUN
ajst-31827	84	7	of	of	ADP
ajst-31827	84	8	fahaishi	fahaishi	ADJ
ajst-31827	84	9	temple	temple	PROPN
ajst-31827	84	10	is	be	AUX
ajst-31827	84	11	expected	expect	VERB
ajst-31827	84	12	to	to	PART
ajst-31827	84	13	reveal	reveal	VERB
ajst-31827	84	14	its	its	PRON
ajst-31827	84	15	exquisite	exquisite	ADJ
ajst-31827	84	16	underlying	underlie	VERB
ajst-31827	84	17	sketches	sketch	NOUN
ajst-31827	84	18	,	,	PUNCT
ajst-31827	84	19	unadopted	unadopted	ADJ
ajst-31827	84	20	original	original	ADJ
ajst-31827	84	21	compositions	composition	NOUN
ajst-31827	84	22	,	,	PUNCT
ajst-31827	84	23	and	and	CCONJ
ajst-31827	84	24	traces	trace	NOUN
ajst-31827	84	25	of	of	ADP
ajst-31827	84	26	successive	successive	ADJ
ajst-31827	84	27	restorations	restoration	NOUN
ajst-31827	84	28	,	,	PUNCT
ajst-31827	84	29	thereby	thereby	ADV
ajst-31827	84	30	deeply	deeply	ADV
ajst-31827	84	31	interpreting	interpret	VERB
ajst-31827	84	32	its	its	PRON
ajst-31827	84	33	artistic	artistic	ADJ
ajst-31827	84	34	creation	creation	NOUN
ajst-31827	84	35	process	process	NOUN
ajst-31827	84	36	and	and	CCONJ
ajst-31827	84	37	historical	historical	ADJ
ajst-31827	84	38	changes	change	NOUN
ajst-31827	84	39	.	.	PUNCT
ajst-31827	85	1	the	the	DET
ajst-31827	85	2	third	third	ADJ
ajst-31827	85	3	key	key	ADJ
ajst-31827	85	4	technology	technology	NOUN
ajst-31827	85	5	is	be	AUX
ajst-31827	85	6	data	data	NOUN
ajst-31827	85	7	fusion	fusion	NOUN
ajst-31827	85	8	and	and	CCONJ
ajst-31827	85	9	enhancement	enhancement	NOUN
ajst-31827	85	10	.	.	PUNCT
ajst-31827	86	1	zhang	zhang	PROPN
ajst-31827	86	2	xianxian	xianxian	PROPN
ajst-31827	86	3	(	(	PUNCT
ajst-31827	86	4	2023	2023	NUM
ajst-31827	86	5	)	)	PUNCT
ajst-31827	86	6	also	also	ADV
ajst-31827	86	7	adopted	adopt	VERB
ajst-31827	86	8	a	a	DET
ajst-31827	86	9	method	method	NOUN
ajst-31827	86	10	combining	combine	VERB
ajst-31827	86	11	spatial	spatial	ADJ
ajst-31827	86	12	and	and	CCONJ
ajst-31827	86	13	spectral	spectral	ADJ
ajst-31827	86	14	information	information	NOUN
ajst-31827	86	15	in	in	ADP
ajst-31827	86	16	the	the	DET
ajst-31827	86	17	research	research	NOUN
ajst-31827	86	18	to	to	PART
ajst-31827	86	19	enhance	enhance	VERB
ajst-31827	86	20	the	the	DET
ajst-31827	86	21	image	image	NOUN
ajst-31827	86	22	.	.	PUNCT
ajst-31827	87	1	by	by	ADP
ajst-31827	87	2	algorithmically	algorithmically	ADV
ajst-31827	87	3	fusing	fuse	VERB
ajst-31827	87	4	the	the	DET
ajst-31827	87	5	useful	useful	ADJ
ajst-31827	87	6	information	information	NOUN
ajst-31827	87	7	from	from	ADP
ajst-31827	87	8	different	different	ADJ
ajst-31827	87	9	bands	band	NOUN
ajst-31827	87	10	,	,	PUNCT
ajst-31827	87	11	the	the	DET
ajst-31827	87	12	contrast	contrast	NOUN
ajst-31827	87	13	of	of	ADP
ajst-31827	87	14	faded	fade	VERB
ajst-31827	87	15	areas	area	NOUN
ajst-31827	87	16	can	can	AUX
ajst-31827	87	17	be	be	AUX
ajst-31827	87	18	significantly	significantly	ADV
ajst-31827	87	19	enhanced	enhance	VERB
ajst-31827	87	20	,	,	PUNCT
ajst-31827	87	21	making	make	VERB
ajst-31827	87	22	blurry	blurry	ADJ
ajst-31827	87	23	patterns	pattern	NOUN
ajst-31827	87	24	and	and	CCONJ
ajst-31827	87	25	line	line	NOUN
ajst-31827	87	26	drawings	drawing	NOUN
ajst-31827	87	27	clearly	clearly	ADV
ajst-31827	87	28	visible	visible	ADJ
ajst-31827	87	29	.	.	PUNCT
ajst-31827	88	1	this	this	PRON
ajst-31827	88	2	is	be	AUX
ajst-31827	88	3	of	of	ADP
ajst-31827	88	4	great	great	ADJ
ajst-31827	88	5	significance	significance	NOUN
ajst-31827	88	6	for	for	ADP
ajst-31827	88	7	the	the	DET
ajst-31827	88	8	analysis	analysis	NOUN
ajst-31827	88	9	of	of	ADP
ajst-31827	88	10	those	those	DET
ajst-31827	88	11	areas	area	NOUN
ajst-31827	88	12	in	in	ADP
ajst-31827	88	13	the	the	DET
ajst-31827	88	14	murals	mural	NOUN
ajst-31827	88	15	of	of	ADP
ajst-31827	88	16	fahaishi	fahaishi	ADJ
ajst-31827	88	17	temple	temple	NOUN
ajst-31827	88	18	that	that	PRON
ajst-31827	88	19	have	have	AUX
ajst-31827	88	20	become	become	VERB
ajst-31827	88	21	dim	dim	ADJ
ajst-31827	88	22	due	due	ADJ
ajst-31827	88	23	to	to	ADP
ajst-31827	88	24	age	age	NOUN
ajst-31827	88	25	and	and	CCONJ
ajst-31827	88	26	high	high	ADJ
ajst-31827	88	27	noise	noise	NOUN
ajst-31827	88	28	.	.	PUNCT
ajst-31827	89	1	3.3	3.3	NUM
ajst-31827	89	2	.	.	PUNCT
ajst-31827	90	1	summary	summary	NOUN
ajst-31827	90	2	of	of	ADP
ajst-31827	90	3	technical	technical	ADJ
ajst-31827	90	4	advantages	advantage	NOUN
ajst-31827	90	5	applying	apply	VERB
ajst-31827	90	6	the	the	DET
ajst-31827	90	7	above	above	ADJ
ajst-31827	90	8	technical	technical	ADJ
ajst-31827	90	9	system	system	NOUN
ajst-31827	90	10	to	to	ADP
ajst-31827	90	11	the	the	DET
ajst-31827	90	12	study	study	NOUN
ajst-31827	90	13	of	of	ADP
ajst-31827	90	14	the	the	DET
ajst-31827	90	15	murals	mural	NOUN
ajst-31827	90	16	at	at	ADP
ajst-31827	90	17	fahaishi	fahaishi	ADJ
ajst-31827	90	18	temple	temple	PROPN
ajst-31827	90	19	can	can	AUX
ajst-31827	90	20	bring	bring	VERB
ajst-31827	90	21	unprecedented	unprecedented	ADJ
ajst-31827	90	22	advantages	advantage	NOUN
ajst-31827	90	23	.	.	PUNCT
ajst-31827	91	1	firstly	firstly	ADV
ajst-31827	91	2	,	,	PUNCT
ajst-31827	91	3	it	it	PRON
ajst-31827	91	4	is	be	AUX
ajst-31827	91	5	non	non	ADJ
ajst-31827	91	6	-	-	ADJ
ajst-31827	91	7	destructive	destructive	ADJ
ajst-31827	91	8	.	.	PUNCT
ajst-31827	92	1	throughout	throughout	ADP
ajst-31827	92	2	the	the	DET
ajst-31827	92	3	process	process	NOUN
ajst-31827	92	4	,	,	PUNCT
ajst-31827	92	5	the	the	DET
ajst-31827	92	6	equipment	equipment	NOUN
ajst-31827	92	7	does	do	AUX
ajst-31827	92	8	not	not	PART
ajst-31827	92	9	come	come	VERB
ajst-31827	92	10	into	into	ADP
ajst-31827	92	11	contact	contact	NOUN
ajst-31827	92	12	with	with	ADP
ajst-31827	92	13	the	the	DET
ajst-31827	92	14	surface	surface	NOUN
ajst-31827	92	15	of	of	ADP
ajst-31827	92	16	the	the	DET
ajst-31827	92	17	murals	mural	NOUN
ajst-31827	92	18	,	,	PUNCT
ajst-31827	92	19	fully	fully	ADV
ajst-31827	92	20	complying	comply	VERB
ajst-31827	92	21	with	with	ADP
ajst-31827	92	22	the	the	DET
ajst-31827	92	23	highest	high	ADJ
ajst-31827	92	24	principles	principle	NOUN
ajst-31827	92	25	of	of	ADP
ajst-31827	92	26	cultural	cultural	ADJ
ajst-31827	92	27	relic	relic	NOUN
ajst-31827	92	28	protection	protection	NOUN
ajst-31827	92	29	.	.	PUNCT
ajst-31827	93	1	secondly	secondly	ADV
ajst-31827	93	2	,	,	PUNCT
ajst-31827	93	3	it	it	PRON
ajst-31827	93	4	is	be	AUX
ajst-31827	93	5	highly	highly	ADV
ajst-31827	93	6	precise	precise	ADJ
ajst-31827	93	7	.	.	PUNCT
ajst-31827	94	1	the	the	DET
ajst-31827	94	2	combination	combination	NOUN
ajst-31827	94	3	of	of	ADP
ajst-31827	94	4	high	high	ADJ
ajst-31827	94	5	-	-	PUNCT
ajst-31827	94	6	resolution	resolution	NOUN
ajst-31827	94	7	imaging	imaging	NOUN
ajst-31827	94	8	and	and	CCONJ
ajst-31827	94	9	intelligent	intelligent	ADJ
ajst-31827	94	10	algorithms	algorithm	NOUN
ajst-31827	94	11	enables	enable	VERB
ajst-31827	94	12	clear	clear	ADJ
ajst-31827	94	13	viewing	viewing	NOUN
ajst-31827	94	14	of	of	ADP
ajst-31827	94	15	minute	minute	ADJ
ajst-31827	94	16	physical	physical	ADJ
ajst-31827	94	17	details	detail	NOUN
ajst-31827	94	18	while	while	SCONJ
ajst-31827	94	19	accurately	accurately	ADV
ajst-31827	94	20	identifying	identify	VERB
ajst-31827	94	21	materials	material	NOUN
ajst-31827	94	22	through	through	ADP
ajst-31827	94	23	spectroscopy	spectroscopy	NOUN
ajst-31827	94	24	.	.	PUNCT
ajst-31827	95	1	finally	finally	ADV
ajst-31827	95	2	,	,	PUNCT
ajst-31827	95	3	it	it	PRON
ajst-31827	95	4	is	be	AUX
ajst-31827	95	5	panoramic	panoramic	ADJ
ajst-31827	95	6	.	.	PUNCT
ajst-31827	96	1	this	this	DET
ajst-31827	96	2	method	method	NOUN
ajst-31827	96	3	can	can	AUX
ajst-31827	96	4	obtain	obtain	VERB
ajst-31827	96	5	high	high	ADJ
ajst-31827	96	6	-	-	PUNCT
ajst-31827	96	7	spectrum	spectrum	NOUN
ajst-31827	96	8	data	datum	NOUN
ajst-31827	96	9	of	of	ADP
ajst-31827	96	10	the	the	DET
ajst-31827	96	11	entire	entire	ADJ
ajst-31827	96	12	wall	wall	NOUN
ajst-31827	96	13	and	and	CCONJ
ajst-31827	96	14	even	even	ADV
ajst-31827	96	15	the	the	DET
ajst-31827	96	16	entire	entire	ADJ
ajst-31827	96	17	temple	temple	NOUN
ajst-31827	96	18	's	's	PART
ajst-31827	96	19	murals	mural	NOUN
ajst-31827	96	20	,	,	PUNCT
ajst-31827	96	21	generating	generate	VERB
ajst-31827	96	22	a	a	DET
ajst-31827	96	23	comprehensive	comprehensive	ADJ
ajst-31827	96	24	component	component	NOUN
ajst-31827	96	25	distribution	distribution	NOUN
ajst-31827	96	26	map	map	NOUN
ajst-31827	96	27	,	,	PUNCT
ajst-31827	96	28	thereby	thereby	ADV
ajst-31827	96	29	avoiding	avoid	VERB
ajst-31827	96	30	the	the	DET
ajst-31827	96	31	potential	potential	ADJ
ajst-31827	96	32	pitfalls	pitfall	NOUN
ajst-31827	96	33	of	of	ADP
ajst-31827	96	34	point	point	NOUN
ajst-31827	96	35	-	-	PUNCT
ajst-31827	96	36	based	base	VERB
ajst-31827	96	37	analysis	analysis	NOUN
ajst-31827	96	38	and	and	CCONJ
ajst-31827	96	39	achieving	achieve	VERB
ajst-31827	96	40	a	a	DET
ajst-31827	96	41	systematic	systematic	ADJ
ajst-31827	96	42	cognitive	cognitive	ADJ
ajst-31827	96	43	leap	leap	NOUN
ajst-31827	96	44	from	from	ADP
ajst-31827	96	45	the	the	DET
ajst-31827	96	46	local	local	ADJ
ajst-31827	96	47	to	to	ADP
ajst-31827	96	48	the	the	DET
ajst-31827	96	49	overall	overall	NOUN
ajst-31827	96	50	.	.	PUNCT
ajst-31827	97	1	4	4	X
ajst-31827	97	2	.	.	X
ajst-31827	97	3	suggestions	suggestion	NOUN
ajst-31827	97	4	for	for	ADP
ajst-31827	97	5	protection	protection	NOUN
ajst-31827	97	6	of	of	ADP
ajst-31827	97	7	murals	mural	NOUN
ajst-31827	97	8	in	in	ADP
ajst-31827	97	9	fahai	fahai	ADJ
ajst-31827	97	10	temple	temple	NOUN
ajst-31827	97	11	based	base	VERB
ajst-31827	97	12	on	on	ADP
ajst-31827	97	13	the	the	DET
ajst-31827	97	14	characteristics	characteristic	NOUN
ajst-31827	97	15	of	of	ADP
ajst-31827	97	16	the	the	DET
ajst-31827	97	17	high	high	ADJ
ajst-31827	97	18	-	-	PUNCT
ajst-31827	97	19	resolution	resolution	NOUN
ajst-31827	97	20	multispectral	multispectral	ADJ
ajst-31827	97	21	imaging	imaging	NOUN
ajst-31827	97	22	technology	technology	NOUN
ajst-31827	97	23	system	system	NOUN
ajst-31827	97	24	and	and	CCONJ
ajst-31827	97	25	the	the	DET
ajst-31827	97	26	research	research	NOUN
ajst-31827	97	27	needs	need	NOUN
ajst-31827	97	28	of	of	ADP
ajst-31827	97	29	the	the	DET
ajst-31827	97	30	fahe	fahe	ADJ
ajst-31827	97	31	temple	temple	PROPN
ajst-31827	97	32	murals	mural	NOUN
ajst-31827	97	33	,	,	PUNCT
ajst-31827	97	34	we	we	PRON
ajst-31827	97	35	have	have	AUX
ajst-31827	97	36	put	put	VERB
ajst-31827	97	37	forward	forward	ADV
ajst-31827	97	38	the	the	DET
ajst-31827	97	39	following	follow	VERB
ajst-31827	97	40	four	four	NUM
ajst-31827	97	41	specific	specific	ADJ
ajst-31827	97	42	research	research	NOUN
ajst-31827	97	43	suggestions	suggestion	NOUN
ajst-31827	97	44	to	to	PART
ajst-31827	97	45	systematically	systematically	ADV
ajst-31827	97	46	promote	promote	VERB
ajst-31827	97	47	the	the	DET
ajst-31827	97	48	scientific	scientific	ADJ
ajst-31827	97	49	protection	protection	NOUN
ajst-31827	97	50	and	and	CCONJ
ajst-31827	97	51	in	in	ADP
ajst-31827	97	52	-	-	PUNCT
ajst-31827	97	53	depth	depth	NOUN
ajst-31827	97	54	study	study	NOUN
ajst-31827	97	55	of	of	ADP
ajst-31827	97	56	this	this	DET
ajst-31827	97	57	top	top	ADJ
ajst-31827	97	58	-	-	PUNCT
ajst-31827	97	59	level	level	NOUN
ajst-31827	97	60	cultural	cultural	ADJ
ajst-31827	97	61	heritage	heritage	NOUN
ajst-31827	97	62	.	.	PUNCT
ajst-31827	98	1	4.1	4.1	NUM
ajst-31827	98	2	.	.	PUNCT
ajst-31827	98	3	establish	establish	VERB
ajst-31827	98	4	high	high	ADJ
ajst-31827	98	5	-	-	PUNCT
ajst-31827	98	6	resolution	resolution	NOUN
ajst-31827	98	7	multispectral	multispectral	ADJ
ajst-31827	98	8	database	database	NOUN
ajst-31827	98	9	for	for	ADP
ajst-31827	98	10	murals	mural	NOUN
ajst-31827	98	11	of	of	ADP
ajst-31827	98	12	fahaishi	fahaishi	NOUN
ajst-31827	98	13	temple	temple	PROPN
ajst-31827	98	14	the	the	DET
ajst-31827	98	15	primary	primary	ADJ
ajst-31827	98	16	task	task	NOUN
ajst-31827	98	17	is	be	AUX
ajst-31827	98	18	to	to	PART
ajst-31827	98	19	carry	carry	VERB
ajst-31827	98	20	out	out	ADP
ajst-31827	98	21	systematic	systematic	ADJ
ajst-31827	98	22	data	datum	NOUN
ajst-31827	98	23	collection	collection	NOUN
ajst-31827	98	24	and	and	CCONJ
ajst-31827	98	25	establish	establish	VERB
ajst-31827	98	26	a	a	DET
ajst-31827	98	27	comprehensive	comprehensive	ADJ
ajst-31827	98	28	and	and	CCONJ
ajst-31827	98	29	standardized	standardized	ADJ
ajst-31827	98	30	digital	digital	ADJ
ajst-31827	98	31	archive	archive	NOUN
ajst-31827	98	32	of	of	ADP
ajst-31827	98	33	the	the	DET
ajst-31827	98	34	buddhist	buddhist	ADJ
ajst-31827	98	35	murals	mural	NOUN
ajst-31827	98	36	at	at	ADP
ajst-31827	98	37	fahaishi	fahaishi	NOUN
ajst-31827	98	38	temple	temple	PROPN
ajst-31827	98	39	.	.	PUNCT
ajst-31827	99	1	it	it	PRON
ajst-31827	99	2	is	be	AUX
ajst-31827	99	3	recommended	recommend	VERB
ajst-31827	99	4	to	to	PART
ajst-31827	99	5	formulate	formulate	VERB
ajst-31827	99	6	a	a	DET
ajst-31827	99	7	detailed	detailed	ADJ
ajst-31827	99	8	collection	collection	NOUN
ajst-31827	99	9	plan	plan	NOUN
ajst-31827	99	10	and	and	CCONJ
ajst-31827	99	11	use	use	VERB
ajst-31827	99	12	high	high	ADJ
ajst-31827	99	13	-	-	PUNCT
ajst-31827	99	14	resolution	resolution	NOUN
ajst-31827	99	15	multispectral	multispectral	ADJ
ajst-31827	99	16	imaging	imaging	NOUN
ajst-31827	99	17	systems	system	NOUN
ajst-31827	99	18	to	to	PART
ajst-31827	99	19	conduct	conduct	VERB
ajst-31827	99	20	full	full	ADJ
ajst-31827	99	21	coverage	coverage	NOUN
ajst-31827	99	22	and	and	CCONJ
ajst-31827	99	23	multi	multi	ADJ
ajst-31827	99	24	-	-	ADJ
ajst-31827	99	25	band	band	ADJ
ajst-31827	99	26	image	image	NOUN
ajst-31827	99	27	data	datum	NOUN
ajst-31827	99	28	collection	collection	NOUN
ajst-31827	99	29	of	of	ADP
ajst-31827	99	30	the	the	DET
ajst-31827	99	31	murals	mural	NOUN
ajst-31827	99	32	.	.	PUNCT
ajst-31827	100	1	the	the	DET
ajst-31827	100	2	collection	collection	NOUN
ajst-31827	100	3	scope	scope	NOUN
ajst-31827	100	4	should	should	AUX
ajst-31827	100	5	include	include	VERB
ajst-31827	100	6	multiple	multiple	ADJ
ajst-31827	100	7	spectral	spectral	ADJ
ajst-31827	100	8	regions	region	NOUN
ajst-31827	100	9	such	such	ADJ
ajst-31827	100	10	as	as	ADP
ajst-31827	100	11	ultraviolet	ultraviolet	NOUN
ajst-31827	100	12	,	,	PUNCT
ajst-31827	100	13	visible	visible	ADJ
ajst-31827	100	14	light	light	NOUN
ajst-31827	100	15	,	,	PUNCT
ajst-31827	100	16	and	and	CCONJ
ajst-31827	100	17	near	near	ADV
ajst-31827	100	18	-	-	PUNCT
ajst-31827	100	19	infrared	infrare	VERB
ajst-31827	100	20	,	,	PUNCT
ajst-31827	100	21	to	to	PART
ajst-31827	100	22	ensure	ensure	VERB
ajst-31827	100	23	the	the	DET
ajst-31827	100	24	capture	capture	NOUN
ajst-31827	100	25	of	of	ADP
ajst-31827	100	26	the	the	DET
ajst-31827	100	27	optical	optical	ADJ
ajst-31827	100	28	characteristics	characteristic	NOUN
ajst-31827	100	29	of	of	ADP
ajst-31827	100	30	different	different	ADJ
ajst-31827	100	31	materials	material	NOUN
ajst-31827	100	32	.	.	PUNCT
ajst-31827	101	1	during	during	ADP
ajst-31827	101	2	the	the	DET
ajst-31827	101	3	collection	collection	NOUN
ajst-31827	101	4	process	process	NOUN
ajst-31827	101	5	,	,	PUNCT
ajst-31827	101	6	metadata	metadata	NOUN
ajst-31827	101	7	such	such	ADJ
ajst-31827	101	8	as	as	ADP
ajst-31827	101	9	lighting	lighting	NOUN
ajst-31827	101	10	conditions	condition	NOUN
ajst-31827	101	11	,	,	PUNCT
ajst-31827	101	12	camera	camera	NOUN
ajst-31827	101	13	parameters	parameter	NOUN
ajst-31827	101	14	,	,	PUNCT
ajst-31827	101	15	and	and	CCONJ
ajst-31827	101	16	filter	filter	NOUN
ajst-31827	101	17	specifications	specification	NOUN
ajst-31827	101	18	should	should	AUX
ajst-31827	101	19	be	be	AUX
ajst-31827	101	20	strictly	strictly	ADV
ajst-31827	101	21	recorded	record	VERB
ajst-31827	101	22	to	to	PART
ajst-31827	101	23	ensure	ensure	VERB
ajst-31827	101	24	the	the	DET
ajst-31827	101	25	reproducibility	reproducibility	NOUN
ajst-31827	101	26	and	and	CCONJ
ajst-31827	101	27	comparability	comparability	NOUN
ajst-31827	101	28	of	of	ADP
ajst-31827	101	29	the	the	DET
ajst-31827	101	30	data	datum	NOUN
ajst-31827	101	31	.	.	PUNCT
ajst-31827	102	1	the	the	DET
ajst-31827	102	2	final	final	ADJ
ajst-31827	102	3	database	database	NOUN
ajst-31827	102	4	will	will	AUX
ajst-31827	102	5	not	not	PART
ajst-31827	102	6	only	only	ADV
ajst-31827	102	7	contain	contain	VERB
ajst-31827	102	8	the	the	DET
ajst-31827	102	9	original	original	ADJ
ajst-31827	102	10	image	image	NOUN
ajst-31827	102	11	data	datum	NOUN
ajst-31827	102	12	but	but	CCONJ
ajst-31827	102	13	also	also	ADV
ajst-31827	102	14	standard	standard	ADJ
ajst-31827	102	15	data	datum	NOUN
ajst-31827	102	16	products	product	NOUN
ajst-31827	102	17	that	that	PRON
ajst-31827	102	18	have	have	AUX
ajst-31827	102	19	undergone	undergo	VERB
ajst-31827	102	20	geometric	geometric	ADJ
ajst-31827	102	21	and	and	CCONJ
ajst-31827	102	22	radiometric	radiometric	ADJ
ajst-31827	102	23	corrections	correction	NOUN
ajst-31827	102	24	.	.	PUNCT
ajst-31827	103	1	this	this	DET
ajst-31827	103	2	database	database	NOUN
ajst-31827	103	3	will	will	AUX
ajst-31827	103	4	become	become	VERB
ajst-31827	103	5	the	the	DET
ajst-31827	103	6	permanent	permanent	ADJ
ajst-31827	103	7	digital	digital	ADJ
ajst-31827	103	8	asset	asset	NOUN
ajst-31827	103	9	of	of	ADP
ajst-31827	103	10	the	the	DET
ajst-31827	103	11	buddhist	buddhist	ADJ
ajst-31827	103	12	murals	mural	NOUN
ajst-31827	103	13	at	at	ADP
ajst-31827	103	14	fahaishi	fahaishi	NOUN
ajst-31827	103	15	temple	temple	PROPN
ajst-31827	103	16	,	,	PUNCT
ajst-31827	103	17	providing	provide	VERB
ajst-31827	103	18	the	the	DET
ajst-31827	103	19	most	most	ADV
ajst-31827	103	20	fundamental	fundamental	ADJ
ajst-31827	103	21	and	and	CCONJ
ajst-31827	103	22	authoritative	authoritative	ADJ
ajst-31827	103	23	data	datum	NOUN
ajst-31827	103	24	support	support	NOUN
ajst-31827	103	25	for	for	ADP
ajst-31827	103	26	current	current	ADJ
ajst-31827	103	27	and	and	CCONJ
ajst-31827	103	28	future	future	ADJ
ajst-31827	103	29	research	research	NOUN
ajst-31827	103	30	,	,	PUNCT
ajst-31827	103	31	and	and	CCONJ
ajst-31827	103	32	also	also	ADV
ajst-31827	103	33	providing	provide	VERB
ajst-31827	103	34	the	the	DET
ajst-31827	103	35	highest	high	ADJ
ajst-31827	103	36	precision	precision	NOUN
ajst-31827	103	37	basis	basis	NOUN
ajst-31827	103	38	for	for	ADP
ajst-31827	103	39	the	the	DET
ajst-31827	103	40	restoration	restoration	NOUN
ajst-31827	103	41	of	of	ADP
ajst-31827	103	42	the	the	DET
ajst-31827	103	43	cultural	cultural	ADJ
ajst-31827	103	44	relics	relic	NOUN
ajst-31827	103	45	in	in	ADP
ajst-31827	103	46	case	case	NOUN
ajst-31827	103	47	of	of	ADP
ajst-31827	103	48	damage	damage	NOUN
ajst-31827	103	49	.	.	PUNCT
ajst-31827	104	1	4.2	4.2	NUM
ajst-31827	104	2	.	.	PUNCT
ajst-31827	104	3	deeply	deeply	ADV
ajst-31827	104	4	explore	explore	VERB
ajst-31827	104	5	production	production	NOUN
ajst-31827	104	6	techniques	technique	NOUN
ajst-31827	104	7	and	and	CCONJ
ajst-31827	104	8	historical	historical	ADJ
ajst-31827	104	9	information	information	NOUN
ajst-31827	104	10	of	of	ADP
ajst-31827	104	11	murals	mural	NOUN
ajst-31827	104	12	based	base	VERB
ajst-31827	104	13	on	on	ADP
ajst-31827	104	14	the	the	DET
ajst-31827	104	15	database	database	NOUN
ajst-31827	104	16	,	,	PUNCT
ajst-31827	104	17	it	it	PRON
ajst-31827	104	18	is	be	AUX
ajst-31827	104	19	suggested	suggest	VERB
ajst-31827	104	20	to	to	PART
ajst-31827	104	21	focus	focus	VERB
ajst-31827	104	22	on	on	ADP
ajst-31827	104	23	applying	apply	VERB
ajst-31827	104	24	advanced	advanced	ADJ
ajst-31827	104	25	intelligent	intelligent	ADJ
ajst-31827	104	26	algorithms	algorithm	NOUN
ajst-31827	104	27	to	to	PART
ajst-31827	104	28	deeply	deeply	ADV
ajst-31827	104	29	explore	explore	VERB
ajst-31827	104	30	hidden	hidden	ADJ
ajst-31827	104	31	information	information	NOUN
ajst-31827	104	32	.	.	PUNCT
ajst-31827	105	1	the	the	DET
ajst-31827	105	2	algorithm	algorithm	NOUN
ajst-31827	105	3	proposed	propose	VERB
ajst-31827	105	4	by	by	ADP
ajst-31827	105	5	zhang	zhang	PROPN
ajst-31827	105	6	xianxian	xianxian	PROPN
ajst-31827	105	7	et	et	PROPN
ajst-31827	105	8	al	al	PROPN
ajst-31827	105	9	.	.	PROPN
ajst-31827	105	10	(	(	PUNCT
ajst-31827	105	11	2024	2024	NUM
ajst-31827	105	12	)	)	PUNCT
ajst-31827	105	13	,	,	PUNCT
ajst-31827	105	14	which	which	PRON
ajst-31827	105	15	integrates	integrate	VERB
ajst-31827	105	16	pixel	pixel	ADJ
ajst-31827	105	17	difference	difference	NOUN
ajst-31827	105	18	convolution	convolution	NOUN
ajst-31827	105	19	for	for	ADP
ajst-31827	105	20	line	line	NOUN
ajst-31827	105	21	drawing	drawing	NOUN
ajst-31827	105	22	extraction	extraction	NOUN
ajst-31827	105	23	,	,	PUNCT
ajst-31827	105	24	can	can	AUX
ajst-31827	105	25	be	be	AUX
ajst-31827	105	26	adopted	adopt	VERB
ajst-31827	105	27	to	to	PART
ajst-31827	105	28	systematically	systematically	ADV
ajst-31827	105	29	extract	extract	VERB
ajst-31827	105	30	and	and	CCONJ
ajst-31827	105	31	analyze	analyze	VERB
ajst-31827	105	32	the	the	DET
ajst-31827	105	33	underlying	underlie	VERB
ajst-31827	105	34	sketches	sketch	NOUN
ajst-31827	105	35	of	of	ADP
ajst-31827	105	36	the	the	DET
ajst-31827	105	37	entire	entire	ADJ
ajst-31827	105	38	mural[7	mural[7	NOUN
ajst-31827	105	39	]	]	PUNCT
ajst-31827	105	40	.	.	PUNCT
ajst-31827	106	1	55	55	NUM
ajst-31827	106	2	this	this	DET
ajst-31827	106	3	work	work	NOUN
ajst-31827	106	4	is	be	AUX
ajst-31827	106	5	expected	expect	VERB
ajst-31827	106	6	to	to	PART
ajst-31827	106	7	clearly	clearly	ADV
ajst-31827	106	8	reveal	reveal	VERB
ajst-31827	106	9	the	the	DET
ajst-31827	106	10	sketching	sketching	NOUN
ajst-31827	106	11	techniques	technique	NOUN
ajst-31827	106	12	,	,	PUNCT
ajst-31827	106	13	line	line	NOUN
ajst-31827	106	14	usage	usage	NOUN
ajst-31827	106	15	,	,	PUNCT
ajst-31827	106	16	and	and	CCONJ
ajst-31827	106	17	possible	possible	ADJ
ajst-31827	106	18	composition	composition	NOUN
ajst-31827	106	19	modification	modification	NOUN
ajst-31827	106	20	processes	process	NOUN
ajst-31827	106	21	of	of	ADP
ajst-31827	106	22	the	the	DET
ajst-31827	106	23	ming	ming	PROPN
ajst-31827	106	24	dynasty	dynasty	PROPN
ajst-31827	106	25	painters	painter	NOUN
ajst-31827	106	26	,	,	PUNCT
ajst-31827	106	27	providing	provide	VERB
ajst-31827	106	28	direct	direct	ADJ
ajst-31827	106	29	evidence	evidence	NOUN
ajst-31827	106	30	for	for	ADP
ajst-31827	106	31	art	art	NOUN
ajst-31827	106	32	history	history	NOUN
ajst-31827	106	33	research	research	NOUN
ajst-31827	106	34	.	.	PUNCT
ajst-31827	107	1	at	at	ADP
ajst-31827	107	2	the	the	DET
ajst-31827	107	3	same	same	ADJ
ajst-31827	107	4	time	time	NOUN
ajst-31827	107	5	,	,	PUNCT
ajst-31827	107	6	using	use	VERB
ajst-31827	107	7	the	the	DET
ajst-31827	107	8	multi	multi	ADJ
ajst-31827	107	9	-	-	ADJ
ajst-31827	107	10	scale	scale	ADJ
ajst-31827	107	11	superpixel	superpixel	ADJ
ajst-31827	107	12	pigment	pigment	NOUN
ajst-31827	107	13	classification	classification	NOUN
ajst-31827	107	14	method	method	NOUN
ajst-31827	107	15	proposed	propose	VERB
ajst-31827	107	16	by	by	ADP
ajst-31827	107	17	chen	chen	PROPN
ajst-31827	107	18	yanmin	yanmin	PROPN
ajst-31827	107	19	et	et	PROPN
ajst-31827	107	20	al	al	PROPN
ajst-31827	107	21	.	.	PROPN
ajst-31827	108	1	(	(	PUNCT
ajst-31827	108	2	2024	2024	NUM
ajst-31827	108	3	)	)	PUNCT
ajst-31827	108	4	,	,	PUNCT
ajst-31827	108	5	pixel	pixel	ADJ
ajst-31827	108	6	-	-	PUNCT
ajst-31827	108	7	level	level	NOUN
ajst-31827	108	8	classification	classification	NOUN
ajst-31827	108	9	of	of	ADP
ajst-31827	108	10	pigment	pigment	ADJ
ajst-31827	108	11	distribution	distribution	NOUN
ajst-31827	108	12	on	on	ADP
ajst-31827	108	13	the	the	DET
ajst-31827	108	14	mural	mural	NOUN
ajst-31827	108	15	can	can	AUX
ajst-31827	108	16	be	be	AUX
ajst-31827	108	17	conducted	conduct	VERB
ajst-31827	108	18	,	,	PUNCT
ajst-31827	108	19	and	and	CCONJ
ajst-31827	108	20	a	a	DET
ajst-31827	108	21	precise	precise	ADJ
ajst-31827	108	22	mineral	mineral	NOUN
ajst-31827	108	23	pigment	pigment	NOUN
ajst-31827	108	24	distribution	distribution	NOUN
ajst-31827	108	25	map	map	NOUN
ajst-31827	108	26	can	can	AUX
ajst-31827	108	27	be	be	AUX
ajst-31827	108	28	drawn[2	drawn[2	NOUN
ajst-31827	108	29	]	]	PUNCT
ajst-31827	108	30	.	.	PUNCT
ajst-31827	109	1	by	by	ADP
ajst-31827	109	2	analyzing	analyze	VERB
ajst-31827	109	3	the	the	DET
ajst-31827	109	4	distribution	distribution	NOUN
ajst-31827	109	5	patterns	pattern	NOUN
ajst-31827	109	6	and	and	CCONJ
ajst-31827	109	7	overlapping	overlap	VERB
ajst-31827	109	8	relationships	relationship	NOUN
ajst-31827	109	9	of	of	ADP
ajst-31827	109	10	the	the	DET
ajst-31827	109	11	pigments	pigment	NOUN
ajst-31827	109	12	,	,	PUNCT
ajst-31827	109	13	the	the	DET
ajst-31827	109	14	scientific	scientific	ADJ
ajst-31827	109	15	inference	inference	NOUN
ajst-31827	109	16	of	of	ADP
ajst-31827	109	17	the	the	DET
ajst-31827	109	18	painting	painting	NOUN
ajst-31827	109	19	process	process	NOUN
ajst-31827	109	20	at	at	ADP
ajst-31827	109	21	that	that	DET
ajst-31827	109	22	time	time	NOUN
ajst-31827	109	23	,	,	PUNCT
ajst-31827	109	24	team	team	NOUN
ajst-31827	109	25	division	division	NOUN
ajst-31827	109	26	,	,	PUNCT
ajst-31827	109	27	and	and	CCONJ
ajst-31827	109	28	pigment	pigment	NOUN
ajst-31827	109	29	usage	usage	NOUN
ajst-31827	109	30	hierarchy	hierarchy	NOUN
ajst-31827	109	31	system	system	NOUN
ajst-31827	109	32	can	can	AUX
ajst-31827	109	33	be	be	AUX
ajst-31827	109	34	made	make	VERB
ajst-31827	109	35	,	,	PUNCT
ajst-31827	109	36	thereby	thereby	ADV
ajst-31827	109	37	elevating	elevate	VERB
ajst-31827	109	38	the	the	DET
ajst-31827	109	39	research	research	NOUN
ajst-31827	109	40	on	on	ADP
ajst-31827	109	41	the	the	DET
ajst-31827	109	42	fohai	fohai	PROPN
ajst-31827	109	43	temple	temple	PROPN
ajst-31827	109	44	murals	mural	NOUN
ajst-31827	109	45	from	from	ADP
ajst-31827	109	46	the	the	DET
ajst-31827	109	47	level	level	NOUN
ajst-31827	109	48	of	of	ADP
ajst-31827	109	49	art	art	NOUN
ajst-31827	109	50	appreciation	appreciation	NOUN
ajst-31827	109	51	to	to	ADP
ajst-31827	109	52	that	that	PRON
ajst-31827	109	53	of	of	ADP
ajst-31827	109	54	the	the	DET
ajst-31827	109	55	history	history	NOUN
ajst-31827	109	56	of	of	ADP
ajst-31827	109	57	science	science	NOUN
ajst-31827	109	58	and	and	CCONJ
ajst-31827	109	59	technology	technology	NOUN
ajst-31827	109	60	.	.	PUNCT
ajst-31827	110	1	4.3	4.3	NUM
ajst-31827	110	2	.	.	PUNCT
ajst-31827	110	3	achieve	achieve	VERB
ajst-31827	110	4	precise	precise	ADJ
ajst-31827	110	5	disease	disease	NOUN
ajst-31827	110	6	diagnosis	diagnosis	NOUN
ajst-31827	110	7	and	and	CCONJ
ajst-31827	110	8	assessment	assessment	NOUN
ajst-31827	110	9	this	this	DET
ajst-31827	110	10	technical	technical	ADJ
ajst-31827	110	11	system	system	NOUN
ajst-31827	110	12	has	have	VERB
ajst-31827	110	13	unique	unique	ADJ
ajst-31827	110	14	advantages	advantage	NOUN
ajst-31827	110	15	in	in	ADP
ajst-31827	110	16	assessing	assess	VERB
ajst-31827	110	17	the	the	DET
ajst-31827	110	18	health	health	NOUN
ajst-31827	110	19	status	status	NOUN
ajst-31827	110	20	of	of	ADP
ajst-31827	110	21	murals	mural	NOUN
ajst-31827	110	22	.	.	PUNCT
ajst-31827	111	1	it	it	PRON
ajst-31827	111	2	is	be	AUX
ajst-31827	111	3	recommended	recommend	VERB
ajst-31827	111	4	to	to	PART
ajst-31827	111	5	use	use	VERB
ajst-31827	111	6	multispectral	multispectral	ADJ
ajst-31827	111	7	data	datum	NOUN
ajst-31827	111	8	to	to	PART
ajst-31827	111	9	conduct	conduct	VERB
ajst-31827	111	10	long	long	ADJ
ajst-31827	111	11	-	-	PUNCT
ajst-31827	111	12	term	term	NOUN
ajst-31827	111	13	monitoring	monitoring	NOUN
ajst-31827	111	14	of	of	ADP
ajst-31827	111	15	the	the	DET
ajst-31827	111	16	spectral	spectral	ADJ
ajst-31827	111	17	responses	response	NOUN
ajst-31827	111	18	of	of	ADP
ajst-31827	111	19	different	different	ADJ
ajst-31827	111	20	pigments	pigment	NOUN
ajst-31827	111	21	.	.	PUNCT
ajst-31827	112	1	by	by	ADP
ajst-31827	112	2	comparing	compare	VERB
ajst-31827	112	3	the	the	DET
ajst-31827	112	4	changes	change	NOUN
ajst-31827	112	5	in	in	ADP
ajst-31827	112	6	spectral	spectral	ADJ
ajst-31827	112	7	characteristics	characteristic	NOUN
ajst-31827	112	8	,	,	PUNCT
ajst-31827	112	9	the	the	DET
ajst-31827	112	10	degree	degree	NOUN
ajst-31827	112	11	of	of	ADP
ajst-31827	112	12	fading	fading	NOUN
ajst-31827	112	13	and	and	CCONJ
ajst-31827	112	14	color	color	NOUN
ajst-31827	112	15	change	change	NOUN
ajst-31827	112	16	of	of	ADP
ajst-31827	112	17	the	the	DET
ajst-31827	112	18	pigments	pigment	NOUN
ajst-31827	112	19	can	can	AUX
ajst-31827	112	20	be	be	AUX
ajst-31827	112	21	quantified	quantify	VERB
ajst-31827	112	22	.	.	PUNCT
ajst-31827	113	1	for	for	ADP
ajst-31827	113	2	example	example	NOUN
ajst-31827	113	3	,	,	PUNCT
ajst-31827	113	4	cinnabar	cinnabar	NOUN
ajst-31827	113	5	(	(	PUNCT
ajst-31827	113	6	hgs	hgs	PROPN
ajst-31827	113	7	)	)	PUNCT
ajst-31827	113	8	may	may	AUX
ajst-31827	113	9	transform	transform	VERB
ajst-31827	113	10	into	into	ADP
ajst-31827	113	11	black	black	ADJ
ajst-31827	113	12	chalcosite	chalcosite	NOUN
ajst-31827	113	13	under	under	ADP
ajst-31827	113	14	certain	certain	ADJ
ajst-31827	113	15	conditions	condition	NOUN
ajst-31827	113	16	.	.	PUNCT
ajst-31827	114	1	this	this	DET
ajst-31827	114	2	change	change	NOUN
ajst-31827	114	3	can	can	AUX
ajst-31827	114	4	be	be	AUX
ajst-31827	114	5	reflected	reflect	VERB
ajst-31827	114	6	by	by	ADP
ajst-31827	114	7	characteristic	characteristic	ADJ
ajst-31827	114	8	changes	change	NOUN
ajst-31827	114	9	in	in	ADP
ajst-31827	114	10	the	the	DET
ajst-31827	114	11	spectral	spectral	ADJ
ajst-31827	114	12	curve	curve	NOUN
ajst-31827	114	13	.	.	PUNCT
ajst-31827	115	1	through	through	ADP
ajst-31827	115	2	algorithms	algorithm	NOUN
ajst-31827	115	3	,	,	PUNCT
ajst-31827	115	4	it	it	PRON
ajst-31827	115	5	can	can	AUX
ajst-31827	115	6	be	be	AUX
ajst-31827	115	7	identified	identify	VERB
ajst-31827	115	8	and	and	CCONJ
ajst-31827	115	9	marked	mark	VERB
ajst-31827	115	10	,	,	PUNCT
ajst-31827	115	11	thereby	thereby	ADV
ajst-31827	115	12	achieving	achieve	VERB
ajst-31827	115	13	early	early	ADJ
ajst-31827	115	14	and	and	CCONJ
ajst-31827	115	15	accurate	accurate	ADJ
ajst-31827	115	16	diagnosis	diagnosis	NOUN
ajst-31827	115	17	of	of	ADP
ajst-31827	115	18	the	the	DET
ajst-31827	115	19	disease	disease	NOUN
ajst-31827	115	20	.	.	PUNCT
ajst-31827	116	1	moreover	moreover	ADV
ajst-31827	116	2	,	,	PUNCT
ajst-31827	116	3	multispectral	multispectral	ADJ
ajst-31827	116	4	imaging	imaging	NOUN
ajst-31827	116	5	also	also	ADV
ajst-31827	116	6	has	have	VERB
ajst-31827	116	7	the	the	DET
ajst-31827	116	8	ability	ability	NOUN
ajst-31827	116	9	to	to	PART
ajst-31827	116	10	identify	identify	VERB
ajst-31827	116	11	certain	certain	ADJ
ajst-31827	116	12	microbial	microbial	ADJ
ajst-31827	116	13	metabolic	metabolic	NOUN
ajst-31827	116	14	products	product	NOUN
ajst-31827	116	15	or	or	CCONJ
ajst-31827	116	16	pollutants	pollutant	NOUN
ajst-31827	116	17	,	,	PUNCT
ajst-31827	116	18	which	which	PRON
ajst-31827	116	19	can	can	AUX
ajst-31827	116	20	be	be	AUX
ajst-31827	116	21	used	use	VERB
ajst-31827	116	22	to	to	PART
ajst-31827	116	23	assess	assess	VERB
ajst-31827	116	24	the	the	DET
ajst-31827	116	25	distribution	distribution	NOUN
ajst-31827	116	26	and	and	CCONJ
ajst-31827	116	27	severity	severity	NOUN
ajst-31827	116	28	of	of	ADP
ajst-31827	116	29	biological	biological	ADJ
ajst-31827	116	30	diseases	disease	NOUN
ajst-31827	116	31	.	.	PUNCT
ajst-31827	117	1	by	by	ADP
ajst-31827	117	2	superimposing	superimpose	VERB
ajst-31827	117	3	the	the	DET
ajst-31827	117	4	disease	disease	NOUN
ajst-31827	117	5	information	information	NOUN
ajst-31827	117	6	with	with	ADP
ajst-31827	117	7	the	the	DET
ajst-31827	117	8	distribution	distribution	NOUN
ajst-31827	117	9	map	map	NOUN
ajst-31827	117	10	of	of	ADP
ajst-31827	117	11	pigment	pigment	ADJ
ajst-31827	117	12	components	component	NOUN
ajst-31827	117	13	,	,	PUNCT
ajst-31827	117	14	the	the	DET
ajst-31827	117	15	correlation	correlation	NOUN
ajst-31827	117	16	between	between	ADP
ajst-31827	117	17	specific	specific	ADJ
ajst-31827	117	18	diseases	disease	NOUN
ajst-31827	117	19	and	and	CCONJ
ajst-31827	117	20	specific	specific	ADJ
ajst-31827	117	21	materials	material	NOUN
ajst-31827	117	22	can	can	AUX
ajst-31827	117	23	be	be	AUX
ajst-31827	117	24	studied	study	VERB
ajst-31827	117	25	,	,	PUNCT
ajst-31827	117	26	thereby	thereby	ADV
ajst-31827	117	27	providing	provide	VERB
ajst-31827	117	28	key	key	ADJ
ajst-31827	117	29	scientific	scientific	ADJ
ajst-31827	117	30	data	datum	NOUN
ajst-31827	117	31	for	for	ADP
ajst-31827	117	32	revealing	reveal	VERB
ajst-31827	117	33	the	the	DET
ajst-31827	117	34	disease	disease	NOUN
ajst-31827	117	35	mechanism	mechanism	NOUN
ajst-31827	117	36	and	and	CCONJ
ajst-31827	117	37	promoting	promote	VERB
ajst-31827	117	38	the	the	DET
ajst-31827	117	39	protection	protection	NOUN
ajst-31827	117	40	work	work	NOUN
ajst-31827	117	41	to	to	PART
ajst-31827	117	42	shift	shift	VERB
ajst-31827	117	43	from	from	ADP
ajst-31827	117	44	"	"	PUNCT
ajst-31827	117	45	empirical	empirical	ADJ
ajst-31827	117	46	restoration	restoration	NOUN
ajst-31827	117	47	"	"	PUNCT
ajst-31827	117	48	to	to	ADP
ajst-31827	117	49	"	"	PUNCT
ajst-31827	117	50	pathological	pathological	ADJ
ajst-31827	117	51	precise	precise	ADJ
ajst-31827	117	52	intervention	intervention	NOUN
ajst-31827	117	53	"	"	PUNCT
ajst-31827	117	54	.	.	PUNCT
ajst-31827	118	1	4.4	4.4	NUM
ajst-31827	118	2	.	.	PUNCT
ajst-31827	119	1	guide	guide	VERB
ajst-31827	119	2	preventive	preventive	ADJ
ajst-31827	119	3	protection	protection	NOUN
ajst-31827	119	4	and	and	CCONJ
ajst-31827	119	5	restoration	restoration	NOUN
ajst-31827	119	6	practices	practice	NOUN
ajst-31827	119	7	the	the	DET
ajst-31827	119	8	research	research	NOUN
ajst-31827	119	9	results	result	NOUN
ajst-31827	119	10	should	should	AUX
ajst-31827	119	11	directly	directly	ADV
ajst-31827	119	12	serve	serve	VERB
ajst-31827	119	13	the	the	DET
ajst-31827	119	14	conservation	conservation	NOUN
ajst-31827	119	15	practice	practice	NOUN
ajst-31827	119	16	.	.	PUNCT
ajst-31827	120	1	firstly	firstly	ADV
ajst-31827	120	2	,	,	PUNCT
ajst-31827	120	3	in	in	ADP
ajst-31827	120	4	the	the	DET
ajst-31827	120	5	selection	selection	NOUN
ajst-31827	120	6	of	of	ADP
ajst-31827	120	7	restoration	restoration	NOUN
ajst-31827	120	8	materials	material	NOUN
ajst-31827	120	9	,	,	PUNCT
ajst-31827	120	10	this	this	DET
ajst-31827	120	11	technology	technology	NOUN
ajst-31827	120	12	can	can	AUX
ajst-31827	120	13	provide	provide	VERB
ajst-31827	120	14	in	in	ADP
ajst-31827	120	15	-	-	PUNCT
ajst-31827	120	16	situ	situ	NOUN
ajst-31827	120	17	assessment	assessment	NOUN
ajst-31827	120	18	methods	method	NOUN
ajst-31827	120	19	.	.	PUNCT
ajst-31827	121	1	for	for	ADP
ajst-31827	121	2	example	example	NOUN
ajst-31827	121	3	,	,	PUNCT
ajst-31827	121	4	before	before	ADP
ajst-31827	121	5	the	the	DET
ajst-31827	121	6	actual	actual	ADJ
ajst-31827	121	7	application	application	NOUN
ajst-31827	121	8	of	of	ADP
ajst-31827	121	9	the	the	DET
ajst-31827	121	10	ground	ground	NOUN
ajst-31827	121	11	reinforcement	reinforcement	NOUN
ajst-31827	121	12	materials	material	NOUN
ajst-31827	121	13	studied	study	VERB
ajst-31827	121	14	by	by	ADP
ajst-31827	121	15	li	li	PROPN
ajst-31827	121	16	ruihua	ruihua	PROPN
ajst-31827	121	17	et	et	PROPN
ajst-31827	121	18	al	al	PROPN
ajst-31827	121	19	.	.	PROPN
ajst-31827	121	20	(	(	PUNCT
ajst-31827	121	21	2024	2024	NUM
ajst-31827	121	22	)	)	PUNCT
ajst-31827	121	23	,	,	PUNCT
ajst-31827	121	24	experiments	experiment	NOUN
ajst-31827	121	25	can	can	AUX
ajst-31827	121	26	be	be	AUX
ajst-31827	121	27	conducted	conduct	VERB
ajst-31827	121	28	in	in	ADP
ajst-31827	121	29	a	a	DET
ajst-31827	121	30	less	less	ADV
ajst-31827	121	31	obvious	obvious	ADJ
ajst-31827	121	32	area	area	NOUN
ajst-31827	121	33	,	,	PUNCT
ajst-31827	121	34	and	and	CCONJ
ajst-31827	121	35	then	then	ADV
ajst-31827	121	36	the	the	DET
ajst-31827	121	37	multi	multi	ADJ
ajst-31827	121	38	-	-	ADJ
ajst-31827	121	39	spectral	spectral	ADJ
ajst-31827	121	40	imaging	imaging	NOUN
ajst-31827	121	41	can	can	AUX
ajst-31827	121	42	be	be	AUX
ajst-31827	121	43	used	use	VERB
ajst-31827	121	44	to	to	PART
ajst-31827	121	45	assess	assess	VERB
ajst-31827	121	46	whether	whether	SCONJ
ajst-31827	121	47	the	the	DET
ajst-31827	121	48	new	new	ADJ
ajst-31827	121	49	material	material	NOUN
ajst-31827	121	50	has	have	VERB
ajst-31827	121	51	an	an	DET
ajst-31827	121	52	impact	impact	NOUN
ajst-31827	121	53	on	on	ADP
ajst-31827	121	54	the	the	DET
ajst-31827	121	55	spectral	spectral	ADJ
ajst-31827	121	56	characteristics	characteristic	NOUN
ajst-31827	121	57	of	of	ADP
ajst-31827	121	58	the	the	DET
ajst-31827	121	59	underlying	underlying	ADJ
ajst-31827	121	60	pigment	pigment	NOUN
ajst-31827	121	61	and	and	CCONJ
ajst-31827	121	62	whether	whether	SCONJ
ajst-31827	121	63	there	there	PRON
ajst-31827	121	64	are	be	VERB
ajst-31827	121	65	potential	potential	ADJ
ajst-31827	121	66	compatibility	compatibility	NOUN
ajst-31827	121	67	risks[5	risks[5	NOUN
ajst-31827	121	68	]	]	X
ajst-31827	121	69	,	,	PUNCT
ajst-31827	121	70	thereby	thereby	ADV
ajst-31827	121	71	achieving	achieve	VERB
ajst-31827	121	72	safe	safe	ADJ
ajst-31827	121	73	and	and	CCONJ
ajst-31827	121	74	controllable	controllable	ADJ
ajst-31827	121	75	restoration	restoration	NOUN
ajst-31827	121	76	.	.	PUNCT
ajst-31827	122	1	secondly	secondly	ADV
ajst-31827	122	2	,	,	PUNCT
ajst-31827	122	3	it	it	PRON
ajst-31827	122	4	is	be	AUX
ajst-31827	122	5	recommended	recommend	VERB
ajst-31827	122	6	to	to	PART
ajst-31827	122	7	incorporate	incorporate	VERB
ajst-31827	122	8	the	the	DET
ajst-31827	122	9	processed	process	VERB
ajst-31827	122	10	multi	multi	ADJ
ajst-31827	122	11	-	-	ADJ
ajst-31827	122	12	spectral	spectral	ADJ
ajst-31827	122	13	images	image	NOUN
ajst-31827	122	14	,	,	PUNCT
ajst-31827	122	15	especially	especially	ADV
ajst-31827	122	16	the	the	DET
ajst-31827	122	17	clear	clear	ADJ
ajst-31827	122	18	line	line	NOUN
ajst-31827	122	19	drawings	drawing	NOUN
ajst-31827	122	20	and	and	CCONJ
ajst-31827	122	21	pigment	pigment	NOUN
ajst-31827	122	22	distribution	distribution	NOUN
ajst-31827	122	23	maps	map	NOUN
ajst-31827	122	24	,	,	PUNCT
ajst-31827	122	25	as	as	ADP
ajst-31827	122	26	the	the	DET
ajst-31827	122	27	"	"	PUNCT
ajst-31827	122	28	reference	reference	NOUN
ajst-31827	122	29	base	base	NOUN
ajst-31827	122	30	map	map	NOUN
ajst-31827	122	31	"	"	PUNCT
ajst-31827	122	32	into	into	ADP
ajst-31827	122	33	the	the	DET
ajst-31827	122	34	preventive	preventive	ADJ
ajst-31827	122	35	conservation	conservation	NOUN
ajst-31827	122	36	monitoring	monitoring	NOUN
ajst-31827	122	37	system	system	NOUN
ajst-31827	122	38	.	.	PUNCT
ajst-31827	123	1	in	in	ADP
ajst-31827	123	2	the	the	DET
ajst-31827	123	3	future	future	NOUN
ajst-31827	123	4	,	,	PUNCT
ajst-31827	123	5	mural	mural	ADJ
ajst-31827	123	6	data	datum	NOUN
ajst-31827	123	7	can	can	AUX
ajst-31827	123	8	be	be	AUX
ajst-31827	123	9	collected	collect	VERB
ajst-31827	123	10	regularly	regularly	ADV
ajst-31827	123	11	and	and	CCONJ
ajst-31827	123	12	automatically	automatically	ADV
ajst-31827	123	13	compared	compare	VERB
ajst-31827	123	14	with	with	ADP
ajst-31827	123	15	the	the	DET
ajst-31827	123	16	"	"	PUNCT
ajst-31827	123	17	reference	reference	NOUN
ajst-31827	123	18	base	base	NOUN
ajst-31827	123	19	map	map	NOUN
ajst-31827	123	20	"	"	PUNCT
ajst-31827	123	21	to	to	PART
ajst-31827	123	22	achieve	achieve	VERB
ajst-31827	123	23	automated	automate	VERB
ajst-31827	123	24	and	and	CCONJ
ajst-31827	123	25	high	high	ADJ
ajst-31827	123	26	-	-	PUNCT
ajst-31827	123	27	precision	precision	NOUN
ajst-31827	123	28	monitoring	monitoring	NOUN
ajst-31827	123	29	of	of	ADP
ajst-31827	123	30	micro	micro	ADJ
ajst-31827	123	31	changes	change	NOUN
ajst-31827	123	32	and	and	CCONJ
ajst-31827	123	33	the	the	DET
ajst-31827	123	34	development	development	NOUN
ajst-31827	123	35	of	of	ADP
ajst-31827	123	36	diseases	disease	NOUN
ajst-31827	123	37	,	,	PUNCT
ajst-31827	123	38	providing	provide	VERB
ajst-31827	123	39	powerful	powerful	ADJ
ajst-31827	123	40	technical	technical	ADJ
ajst-31827	123	41	tools	tool	NOUN
ajst-31827	123	42	for	for	ADP
ajst-31827	123	43	the	the	DET
ajst-31827	123	44	preventive	preventive	ADJ
ajst-31827	123	45	conservation	conservation	NOUN
ajst-31827	123	46	and	and	CCONJ
ajst-31827	123	47	risk	risk	NOUN
ajst-31827	123	48	management	management	NOUN
ajst-31827	123	49	of	of	ADP
ajst-31827	123	50	cultural	cultural	ADJ
ajst-31827	123	51	heritage	heritage	NOUN
ajst-31827	123	52	.	.	PUNCT
ajst-31827	124	1	5	5	X
ajst-31827	124	2	.	.	X
ajst-31827	124	3	conclusion	conclusion	VERB
ajst-31827	124	4	high	high	ADJ
ajst-31827	124	5	-	-	PUNCT
ajst-31827	124	6	resolution	resolution	NOUN
ajst-31827	124	7	multispectral	multispectral	ADJ
ajst-31827	124	8	imaging	imaging	NOUN
ajst-31827	124	9	technology	technology	NOUN
ajst-31827	124	10	represents	represent	VERB
ajst-31827	124	11	a	a	DET
ajst-31827	124	12	revolutionary	revolutionary	ADJ
ajst-31827	124	13	paradigm	paradigm	NOUN
ajst-31827	124	14	shift	shift	NOUN
ajst-31827	124	15	in	in	ADP
ajst-31827	124	16	the	the	DET
ajst-31827	124	17	field	field	NOUN
ajst-31827	124	18	of	of	ADP
ajst-31827	124	19	cultural	cultural	ADJ
ajst-31827	124	20	relic	relic	NOUN
ajst-31827	124	21	cognition	cognition	NOUN
ajst-31827	124	22	and	and	CCONJ
ajst-31827	124	23	research	research	NOUN
ajst-31827	124	24	.	.	PUNCT
ajst-31827	125	1	it	it	PRON
ajst-31827	125	2	has	have	AUX
ajst-31827	125	3	advanced	advance	VERB
ajst-31827	125	4	nondestructive	nondestructive	ADJ
ajst-31827	125	5	analysis	analysis	NOUN
ajst-31827	125	6	from	from	ADP
ajst-31827	125	7	macroscopic	macroscopic	ADJ
ajst-31827	125	8	observation	observation	NOUN
ajst-31827	125	9	and	and	CCONJ
ajst-31827	125	10	single	single	ADJ
ajst-31827	125	11	-	-	PUNCT
ajst-31827	125	12	point	point	NOUN
ajst-31827	125	13	detection	detection	NOUN
ajst-31827	125	14	to	to	ADP
ajst-31827	125	15	a	a	DET
ajst-31827	125	16	new	new	ADJ
ajst-31827	125	17	stage	stage	NOUN
ajst-31827	125	18	that	that	PRON
ajst-31827	125	19	is	be	AUX
ajst-31827	125	20	microscopic	microscopic	ADJ
ajst-31827	125	21	,	,	PUNCT
ajst-31827	125	22	panoramic	panoramic	ADJ
ajst-31827	125	23	,	,	PUNCT
ajst-31827	125	24	and	and	CCONJ
ajst-31827	125	25	equipped	equip	VERB
ajst-31827	125	26	with	with	ADP
ajst-31827	125	27	component	component	NOUN
ajst-31827	125	28	identification	identification	NOUN
ajst-31827	125	29	capabilities	capability	NOUN
ajst-31827	125	30	.	.	PUNCT
ajst-31827	126	1	this	this	DET
ajst-31827	126	2	article	article	NOUN
ajst-31827	126	3	systematically	systematically	ADV
ajst-31827	126	4	discusses	discuss	VERB
ajst-31827	126	5	the	the	DET
ajst-31827	126	6	necessity	necessity	NOUN
ajst-31827	126	7	,	,	PUNCT
ajst-31827	126	8	feasibility	feasibility	NOUN
ajst-31827	126	9	,	,	PUNCT
ajst-31827	126	10	and	and	CCONJ
ajst-31827	126	11	implementation	implementation	NOUN
ajst-31827	126	12	path	path	NOUN
ajst-31827	126	13	of	of	ADP
ajst-31827	126	14	applying	apply	VERB
ajst-31827	126	15	this	this	DET
ajst-31827	126	16	technology	technology	NOUN
ajst-31827	126	17	system	system	NOUN
ajst-31827	126	18	to	to	ADP
ajst-31827	126	19	the	the	DET
ajst-31827	126	20	research	research	NOUN
ajst-31827	126	21	of	of	ADP
ajst-31827	126	22	the	the	DET
ajst-31827	126	23	murals	mural	NOUN
ajst-31827	126	24	at	at	ADP
ajst-31827	126	25	fahaishi	fahaishi	PROPN
ajst-31827	126	26	temple	temple	PROPN
ajst-31827	126	27	.	.	PUNCT
ajst-31827	127	1	studies	study	NOUN
ajst-31827	127	2	have	have	AUX
ajst-31827	127	3	shown	show	VERB
ajst-31827	127	4	that	that	SCONJ
ajst-31827	127	5	although	although	SCONJ
ajst-31827	127	6	multispectral	multispectral	ADJ
ajst-31827	127	7	technology	technology	NOUN
ajst-31827	127	8	has	have	AUX
ajst-31827	127	9	made	make	VERB
ajst-31827	127	10	progress	progress	NOUN
ajst-31827	127	11	in	in	ADP
ajst-31827	127	12	the	the	DET
ajst-31827	127	13	field	field	NOUN
ajst-31827	127	14	of	of	ADP
ajst-31827	127	15	cultural	cultural	ADJ
ajst-31827	127	16	heritage	heritage	NOUN
ajst-31827	127	17	,	,	PUNCT
ajst-31827	127	18	combining	combine	VERB
ajst-31827	127	19	it	it	PRON
ajst-31827	127	20	with	with	ADP
ajst-31827	127	21	the	the	DET
ajst-31827	127	22	latest	late	ADJ
ajst-31827	127	23	high	high	ADJ
ajst-31827	127	24	-	-	PUNCT
ajst-31827	127	25	resolution	resolution	NOUN
ajst-31827	127	26	imaging	imaging	NOUN
ajst-31827	127	27	and	and	CCONJ
ajst-31827	127	28	deep	deep	ADJ
ajst-31827	127	29	learning	learning	NOUN
ajst-31827	127	30	algorithms	algorithm	NOUN
ajst-31827	127	31	,	,	PUNCT
ajst-31827	127	32	and	and	CCONJ
ajst-31827	127	33	systematically	systematically	ADV
ajst-31827	127	34	applying	apply	VERB
ajst-31827	127	35	it	it	PRON
ajst-31827	127	36	to	to	ADP
ajst-31827	127	37	the	the	DET
ajst-31827	127	38	research	research	NOUN
ajst-31827	127	39	of	of	ADP
ajst-31827	127	40	this	this	DET
ajst-31827	127	41	world	world	NOUN
ajst-31827	127	42	-	-	PUNCT
ajst-31827	127	43	class	class	NOUN
ajst-31827	127	44	treasure	treasure	NOUN
ajst-31827	127	45	,	,	PUNCT
ajst-31827	127	46	the	the	DET
ajst-31827	127	47	fahaishi	fahaishi	ADJ
ajst-31827	127	48	temple	temple	NOUN
ajst-31827	127	49	murals	mural	NOUN
ajst-31827	127	50	,	,	PUNCT
ajst-31827	127	51	remains	remain	VERB
ajst-31827	127	52	an	an	DET
ajst-31827	127	53	area	area	NOUN
ajst-31827	127	54	that	that	PRON
ajst-31827	127	55	urgently	urgently	ADV
ajst-31827	127	56	needs	need	VERB
ajst-31827	127	57	to	to	PART
ajst-31827	127	58	be	be	AUX
ajst-31827	127	59	filled	fill	VERB
ajst-31827	127	60	.	.	PUNCT
ajst-31827	128	1	by	by	ADP
ajst-31827	128	2	constructing	construct	VERB
ajst-31827	128	3	high	high	ADJ
ajst-31827	128	4	-	-	PUNCT
ajst-31827	128	5	precision	precision	NOUN
ajst-31827	128	6	digital	digital	ADJ
ajst-31827	128	7	archives	archive	NOUN
ajst-31827	128	8	,	,	PUNCT
ajst-31827	128	9	deeply	deeply	ADV
ajst-31827	128	10	analyzing	analyze	VERB
ajst-31827	128	11	the	the	DET
ajst-31827	128	12	production	production	NOUN
ajst-31827	128	13	process	process	NOUN
ajst-31827	128	14	,	,	PUNCT
ajst-31827	128	15	accurately	accurately	ADV
ajst-31827	128	16	diagnosing	diagnose	VERB
ajst-31827	128	17	the	the	DET
ajst-31827	128	18	condition	condition	NOUN
ajst-31827	128	19	of	of	ADP
ajst-31827	128	20	damage	damage	NOUN
ajst-31827	128	21	,	,	PUNCT
ajst-31827	128	22	and	and	CCONJ
ajst-31827	128	23	scientifically	scientifically	ADV
ajst-31827	128	24	guiding	guide	VERB
ajst-31827	128	25	protection	protection	NOUN
ajst-31827	128	26	and	and	CCONJ
ajst-31827	128	27	restoration	restoration	NOUN
ajst-31827	128	28	,	,	PUNCT
ajst-31827	128	29	this	this	DET
ajst-31827	128	30	technology	technology	NOUN
ajst-31827	128	31	is	be	AUX
ajst-31827	128	32	expected	expect	VERB
ajst-31827	128	33	to	to	PART
ajst-31827	128	34	fully	fully	ADV
ajst-31827	128	35	reveal	reveal	VERB
ajst-31827	128	36	the	the	DET
ajst-31827	128	37	profound	profound	ADJ
ajst-31827	128	38	historical	historical	ADJ
ajst-31827	128	39	,	,	PUNCT
ajst-31827	128	40	artistic	artistic	ADJ
ajst-31827	128	41	,	,	PUNCT
ajst-31827	128	42	and	and	CCONJ
ajst-31827	128	43	technological	technological	ADJ
ajst-31827	128	44	values	value	NOUN
ajst-31827	128	45	contained	contain	VERB
ajst-31827	128	46	in	in	ADP
ajst-31827	128	47	the	the	DET
ajst-31827	128	48	fahaishi	fahaishi	ADJ
ajst-31827	128	49	temple	temple	NOUN
ajst-31827	128	50	murals	mural	NOUN
ajst-31827	128	51	,	,	PUNCT
ajst-31827	128	52	providing	provide	VERB
ajst-31827	128	53	the	the	DET
ajst-31827	128	54	most	most	ADV
ajst-31827	128	55	solid	solid	ADJ
ajst-31827	128	56	scientific	scientific	ADJ
ajst-31827	128	57	support	support	NOUN
ajst-31827	128	58	for	for	ADP
ajst-31827	128	59	their	their	PRON
ajst-31827	128	60	sustainable	sustainable	ADJ
ajst-31827	128	61	preservation	preservation	NOUN
ajst-31827	128	62	.	.	PUNCT
ajst-31827	129	1	references	reference	NOUN
ajst-31827	129	2	[	[	X
ajst-31827	129	3	1	1	NUM
ajst-31827	129	4	]	]	X
ajst-31827	129	5	chi	chi	PROPN
ajst-31827	129	6	bolong	bolong	PROPN
ajst-31827	129	7	.	.	PUNCT
ajst-31827	130	1	research	research	NOUN
ajst-31827	130	2	on	on	ADP
ajst-31827	130	3	the	the	DET
ajst-31827	130	4	application	application	NOUN
ajst-31827	130	5	of	of	ADP
ajst-31827	130	6	multispectral	multispectral	ADJ
ajst-31827	130	7	image	image	NOUN
ajst-31827	130	8	survey	survey	NOUN
ajst-31827	130	9	in	in	ADP
ajst-31827	130	10	the	the	DET
ajst-31827	130	11	protection	protection	NOUN
ajst-31827	130	12	of	of	ADP
ajst-31827	130	13	mogao	mogao	ADJ
ajst-31827	130	14	caves	cave	NOUN
ajst-31827	130	15	'	'	PART
ajst-31827	130	16	murals	mural	NOUN
ajst-31827	131	1	[	[	X
ajst-31827	131	2	d	d	X
ajst-31827	131	3	]	]	X
ajst-31827	131	4	.	.	PUNCT
ajst-31827	132	1	lanzhou	lanzhou	PROPN
ajst-31827	132	2	university	university	PROPN
ajst-31827	132	3	,	,	PUNCT
ajst-31827	132	4	2013	2013	NUM
ajst-31827	132	5	.	.	PUNCT
ajst-31827	133	1	[	[	X
ajst-31827	133	2	2	2	NUM
ajst-31827	133	3	]	]	X
ajst-31827	133	4	chen	chen	PROPN
ajst-31827	133	5	yamin	yamin	PROPN
ajst-31827	133	6	,	,	PUNCT
ajst-31827	133	7	wang	wang	PROPN
ajst-31827	133	8	ke	ke	PROPN
ajst-31827	133	9	,	,	PUNCT
ajst-31827	133	10	wang	wang	PROPN
ajst-31827	133	11	zhan	zhan	PROPN
ajst-31827	133	12	,	,	PUNCT
ajst-31827	133	13	et	et	PROPN
ajst-31827	133	14	al	al	PROPN
ajst-31827	133	15	.	.	PUNCT
ajst-31827	134	1	a	a	DET
ajst-31827	134	2	method	method	NOUN
ajst-31827	134	3	for	for	ADP
ajst-31827	134	4	classifying	classify	VERB
ajst-31827	134	5	pigments	pigment	NOUN
ajst-31827	134	6	in	in	ADP
ajst-31827	134	7	mural	mural	ADJ
ajst-31827	134	8	multispectral	multispectral	ADJ
ajst-31827	134	9	images	image	NOUN
ajst-31827	134	10	based	base	VERB
ajst-31827	134	11	on	on	ADP
ajst-31827	134	12	multi	multi	ADJ
ajst-31827	134	13	-	-	ADJ
ajst-31827	134	14	scale	scale	ADJ
ajst-31827	134	15	superpixel	superpixel	ADJ
ajst-31827	134	16	segmentation	segmentation	NOUN
ajst-31827	135	1	[	[	X
ajst-31827	135	2	j	j	X
ajst-31827	135	3	]	]	X
ajst-31827	135	4	.	.	PUNCT
ajst-31827	136	1	laser	laser	NOUN
ajst-31827	136	2	and	and	CCONJ
ajst-31827	136	3	optoelectronics	optoelectronic	NOUN
ajst-31827	136	4	progress	progress	NOUN
ajst-31827	136	5	，	，	PUNCT
ajst-31827	136	6	2024	2024	NUM
ajst-31827	136	7	，	，	PUNCT
ajst-31827	136	8	61(18	61(18	NUM
ajst-31827	136	9	)	)	PUNCT
ajst-31827	136	10	：	：	PUNCT
ajst-31827	136	11	478	478	NUM
ajst-31827	136	12	-	-	SYM
ajst-31827	136	13	488	488	NUM
ajst-31827	136	14	.	.	PUNCT
ajst-31827	137	1	[	[	X
ajst-31827	137	2	3	3	X
ajst-31827	137	3	]	]	X
ajst-31827	137	4	ding	ding	NOUN
ajst-31827	137	5	fang	fang	X
ajst-31827	137	6	,	,	PUNCT
ajst-31827	137	7	zhang	zhang	PROPN
ajst-31827	137	8	hao	hao	PROPN
ajst-31827	137	9	.	.	PUNCT
ajst-31827	138	1	research	research	NOUN
ajst-31827	138	2	on	on	ADP
ajst-31827	138	3	the	the	DET
ajst-31827	138	4	materials	material	NOUN
ajst-31827	138	5	and	and	CCONJ
ajst-31827	138	6	techniques	technique	NOUN
ajst-31827	138	7	of	of	ADP
ajst-31827	138	8	fahai	fahai	ADJ
ajst-31827	138	9	temple	temple	NOUN
ajst-31827	138	10	murals	mural	NOUN
ajst-31827	138	11	from	from	ADP
ajst-31827	138	12	the	the	DET
ajst-31827	138	13	perspective	perspective	NOUN
ajst-31827	138	14	of	of	ADP
ajst-31827	138	15	"	"	PUNCT
ajst-31827	138	16	art	art	NOUN
ajst-31827	138	17	technology	technology	NOUN
ajst-31827	138	18	studies	study	NOUN
ajst-31827	138	19	"	"	PUNCT
ajst-31827	139	1	[	[	X
ajst-31827	139	2	j	j	X
ajst-31827	139	3	]	]	X
ajst-31827	139	4	.	.	PUNCT
ajst-31827	140	1	journal	journal	PROPN
ajst-31827	140	2	of	of	ADP
ajst-31827	140	3	nanjing	nanjing	PROPN
ajst-31827	140	4	university	university	PROPN
ajst-31827	140	5	of	of	ADP
ajst-31827	140	6	the	the	DET
ajst-31827	140	7	arts	art	NOUN
ajst-31827	140	8	(	(	PUNCT
ajst-31827	140	9	fine	fine	ADJ
ajst-31827	140	10	arts	art	NOUN
ajst-31827	140	11	and	and	CCONJ
ajst-31827	140	12	design	design	NOUN
ajst-31827	140	13	edition),2021,(05):158166	edition),2021,(05):158166	NOUN
ajst-31827	140	14	+	+	PROPN
ajst-31827	140	15	220	220	NUM
ajst-31827	140	16	.	.	PUNCT
ajst-31827	141	1	[	[	X
ajst-31827	141	2	4	4	NUM
ajst-31827	141	3	]	]	X
ajst-31827	141	4	guo	guo	PROPN
ajst-31827	141	5	yufei	yufei	PROPN
ajst-31827	141	6	.	.	PUNCT
ajst-31827	142	1	research	research	NOUN
ajst-31827	142	2	on	on	ADP
ajst-31827	142	3	super	super	ADJ
ajst-31827	142	4	-	-	ADJ
ajst-31827	142	5	resolution	resolution	ADJ
ajst-31827	142	6	reconstruction	reconstruction	NOUN
ajst-31827	142	7	method	method	NOUN
ajst-31827	142	8	for	for	ADP
ajst-31827	142	9	multispectral	multispectral	ADJ
ajst-31827	142	10	imaging	imaging	NOUN
ajst-31827	143	1	[	[	X
ajst-31827	143	2	d	d	X
ajst-31827	143	3	]	]	X
ajst-31827	143	4	.	.	PUNCT
ajst-31827	144	1	xidian	xidian	PROPN
ajst-31827	144	2	university	university	PROPN
ajst-31827	144	3	,	,	PUNCT
ajst-31827	144	4	2018	2018	NUM
ajst-31827	144	5	.	.	PUNCT
ajst-31827	145	1	[	[	X
ajst-31827	145	2	5	5	X
ajst-31827	145	3	]	]	X
ajst-31827	145	4	liang	liang	PROPN
ajst-31827	145	5	ruihua	ruihua	PROPN
ajst-31827	145	6	,	,	PUNCT
ajst-31827	145	7	zhang	zhang	PROPN
ajst-31827	145	8	jiping	jiping	PROPN
ajst-31827	145	9	,	,	PUNCT
ajst-31827	145	10	cao	cao	PROPN
ajst-31827	145	11	liqiang	liqiang	PROPN
ajst-31827	145	12	,	,	PUNCT
ajst-31827	145	13	et	et	PROPN
ajst-31827	145	14	al	al	PROPN
ajst-31827	145	15	.	.	PUNCT
ajst-31827	145	16	application	application	NOUN
ajst-31827	145	17	of	of	ADP
ajst-31827	145	18	infrared	infrared	ADJ
ajst-31827	145	19	and	and	CCONJ
ajst-31827	145	20	visible	visible	ADJ
ajst-31827	145	21	light	light	ADJ
ajst-31827	145	22	diagnostic	diagnostic	ADJ
ajst-31827	145	23	techniques	technique	NOUN
ajst-31827	145	24	in	in	ADP
ajst-31827	145	25	the	the	DET
ajst-31827	145	26	murals	mural	NOUN
ajst-31827	145	27	of	of	ADP
ajst-31827	145	28	beijing	beijing	PROPN
ajst-31827	145	29	fahuai	fahuai	PROPN
ajst-31827	145	30	temple	temple	PROPN
ajst-31827	145	31	and	and	CCONJ
ajst-31827	145	32	research	research	NOUN
ajst-31827	145	33	on	on	ADP
ajst-31827	145	34	protective	protective	ADJ
ajst-31827	145	35	and	and	CCONJ
ajst-31827	145	36	restoration	restoration	NOUN
ajst-31827	145	37	materials	material	NOUN
ajst-31827	145	38	[	[	X
ajst-31827	145	39	j	j	X
ajst-31827	145	40	]	]	X
ajst-31827	145	41	.	.	PUNCT
ajst-31827	146	1	brick	brick	NOUN
ajst-31827	146	2	and	and	CCONJ
ajst-31827	146	3	tile	tile	NOUN
ajst-31827	146	4	,	,	PUNCT
ajst-31827	146	5	2024	2024	NUM
ajst-31827	146	6	,	,	PUNCT
ajst-31827	146	7	(	(	PUNCT
ajst-31827	146	8	08	08	NUM
ajst-31827	146	9	):	):	PUNCT
ajst-31827	146	10	24	24	NUM
ajst-31827	146	11	-	-	SYM
ajst-31827	146	12	28	28	NUM
ajst-31827	146	13	.	.	PUNCT
ajst-31827	147	1	[	[	X
ajst-31827	147	2	6	6	NUM
ajst-31827	147	3	]	]	PUNCT
ajst-31827	147	4	rong	rong	PROPN
ajst-31827	147	5	yan	yan	PROPN
ajst-31827	147	6	.	.	PUNCT
ajst-31827	148	1	application	application	NOUN
ajst-31827	148	2	of	of	ADP
ajst-31827	148	3	multispectral	multispectral	ADJ
ajst-31827	148	4	imaging	imaging	NOUN
ajst-31827	148	5	technology	technology	NOUN
ajst-31827	148	6	in	in	ADP
ajst-31827	148	7	cultural	cultural	ADJ
ajst-31827	148	8	heritage	heritage	NOUN
ajst-31827	148	9	protection	protection	NOUN
ajst-31827	149	1	[	[	X
ajst-31827	149	2	j	j	X
ajst-31827	149	3	]	]	X
ajst-31827	149	4	.	.	PUNCT
ajst-31827	150	1	shandong	shandong	PROPN
ajst-31827	150	2	industrial	industrial	PROPN
ajst-31827	150	3	technology,2016,(21):170	technology,2016,(21):170	PROPN
ajst-31827	150	4	.	.	PUNCT
ajst-31827	151	1	[	[	X
ajst-31827	151	2	7	7	X
ajst-31827	151	3	]	]	X
ajst-31827	151	4	zhang	zhang	PROPN
ajst-31827	151	5	huanhuan	huanhuan	PROPN
ajst-31827	151	6	,	,	PUNCT
ajst-31827	151	7	wang	wang	PROPN
ajst-31827	151	8	huicin	huicin	PROPN
ajst-31827	151	9	,	,	PUNCT
ajst-31827	151	10	wang	wang	PROPN
ajst-31827	151	11	ke	ke	PROPN
ajst-31827	151	12	,	,	PUNCT
ajst-31827	151	13	et	et	PROPN
ajst-31827	151	14	al	al	PROPN
ajst-31827	151	15	.	.	PROPN
ajst-31827	151	16	research	research	NOUN
ajst-31827	151	17	on	on	ADP
ajst-31827	151	18	extraction	extraction	NOUN
ajst-31827	151	19	of	of	ADP
ajst-31827	151	20	mral	mral	ADJ
ajst-31827	151	21	line	line	NOUN
ajst-31827	151	22	drawings	drawing	NOUN
ajst-31827	151	23	based	base	VERB
ajst-31827	151	24	on	on	ADP
ajst-31827	151	25	multispectral	multispectral	ADJ
ajst-31827	151	26	data	datum	NOUN
ajst-31827	151	27	and	and	CCONJ
ajst-31827	151	28	fusion	fusion	NOUN
ajst-31827	151	29	pixel	pixel	NOUN
ajst-31827	151	30	difference	difference	NOUN
ajst-31827	151	31	convolution	convolution	NOUN
ajst-31827	151	32	method[j	method[j	NOUN
ajst-31827	151	33	]	]	PUNCT
ajst-31827	151	34	.	.	PUNCT
ajst-31827	152	1	liquid	liquid	ADJ
ajst-31827	152	2	crystal	crystal	NOUN
ajst-31827	152	3	and	and	CCONJ
ajst-31827	152	4	display	display	NOUN
ajst-31827	152	5	,	,	PUNCT
ajst-31827	152	6	2024	2024	NUM
ajst-31827	152	7	,	,	PUNCT
ajst-31827	152	8	39(02	39(02	NUM
ajst-31827	152	9	):	):	PUNCT
ajst-31827	152	10	146	146	NUM
ajst-31827	152	11	-	-	SYM
ajst-31827	152	12	156	156	NUM
ajst-31827	152	13	.	.	PUNCT
ajst-31827	153	1	[	[	X
ajst-31827	153	2	8	8	NUM
ajst-31827	153	3	]	]	X
ajst-31827	153	4	zhao	zhao	PROPN
ajst-31827	153	5	jinli	jinli	PROPN
ajst-31827	153	6	,	,	PUNCT
ajst-31827	153	7	su	su	PROPN
ajst-31827	153	8	bomin	bomin	PROPN
ajst-31827	153	9	,	,	PUNCT
ajst-31827	153	10	yu	yu	PROPN
ajst-31827	153	11	zongren	zongren	PROPN
ajst-31827	153	12	,	,	PUNCT
ajst-31827	153	13	et	et	PROPN
ajst-31827	153	14	al	al	PROPN
ajst-31827	153	15	.	.	PUNCT
ajst-31827	154	1	analysis	analysis	NOUN
ajst-31827	154	2	of	of	ADP
ajst-31827	154	3	historical	historical	ADJ
ajst-31827	154	4	protection	protection	NOUN
ajst-31827	154	5	and	and	CCONJ
ajst-31827	154	6	restoration	restoration	NOUN
ajst-31827	154	7	materials	material	NOUN
ajst-31827	154	8	for	for	ADP
ajst-31827	154	9	the	the	DET
ajst-31827	154	10	murals	mural	NOUN
ajst-31827	154	11	of	of	ADP
ajst-31827	154	12	the	the	DET
ajst-31827	154	13	two	two	NUM
ajst-31827	154	14	tombs	tomb	NOUN
ajst-31827	154	15	of	of	ADP
ajst-31827	154	16	the	the	DET
ajst-31827	154	17	southern	southern	ADJ
ajst-31827	154	18	tang	tang	PROPN
ajst-31827	154	19	dynasty	dynasty	NOUN
ajst-31827	155	1	[	[	X
ajst-31827	155	2	j	j	X
ajst-31827	155	3	]	]	X
ajst-31827	155	4	.	.	PUNCT
ajst-31827	156	1	conservation	conservation	NOUN
ajst-31827	156	2	of	of	ADP
ajst-31827	156	3	cultural	cultural	ADJ
ajst-31827	156	4	relics	relic	NOUN
ajst-31827	156	5	and	and	CCONJ
ajst-31827	156	6	archaeological	archaeological	ADJ
ajst-31827	156	7	science	science	NOUN
ajst-31827	156	8	,	,	PUNCT
ajst-31827	156	9	2022	2022	NUM
ajst-31827	156	10	,	,	PUNCT
ajst-31827	156	11	34(03	34(03	NUM
ajst-31827	156	12	):	):	PUNCT
ajst-31827	156	13	108114	108114	NUM
ajst-31827	156	14	.	.	PUNCT