id	sid	tid	token	lemma	pos
fis-3050	1	1	microsoft	microsoft	PROPN
fis-3050	1	2	word	word	NOUN
fis-3050	1	3	numero_58_art_03_3050	numero_58_art_03_3050	PROPN
fis-3050	1	4	a.	a.	NOUN
fis-3050	1	5	arbaoui	arbaoui	PROPN
fis-3050	1	6	et	et	PROPN
fis-3050	1	7	alii	alii	PROPN
fis-3050	1	8	,	,	PUNCT
fis-3050	1	9	frattura	frattura	PROPN
fis-3050	1	10	ed	ed	PROPN
fis-3050	1	11	integrità	integrità	PROPN
fis-3050	1	12	strutturale	strutturale	PROPN
fis-3050	1	13	,	,	PUNCT
fis-3050	1	14	58	58	NUM
fis-3050	1	15	(	(	PUNCT
fis-3050	1	16	2021	2021	NUM
fis-3050	1	17	)	)	PUNCT
fis-3050	1	18	33	33	NUM
fis-3050	1	19	-	-	SYM
fis-3050	1	20	47	47	NUM
fis-3050	1	21	;	;	PUNCT
fis-3050	1	22	doi	doi	NOUN
fis-3050	1	23	:	:	PUNCT
fis-3050	1	24	10.3221	10.3221	NUM
fis-3050	1	25	/	/	SYM
fis-3050	1	26	igf	igf	PROPN
fis-3050	1	27	-	-	ADJ
fis-3050	1	28	esis.58.03	esis.58.03	PROPN
fis-3050	1	29	33	33	NUM
fis-3050	1	30	wavelet	wavelet	NOUN
fis-3050	1	31	-	-	PUNCT
fis-3050	1	32	based	base	VERB
fis-3050	1	33	multiresolution	multiresolution	NOUN
fis-3050	1	34	analysis	analysis	NOUN
fis-3050	1	35	coupled	couple	VERB
fis-3050	1	36	with	with	ADP
fis-3050	1	37	deep	deep	ADJ
fis-3050	1	38	learning	learning	NOUN
fis-3050	1	39	to	to	PART
fis-3050	1	40	efficiently	efficiently	ADV
fis-3050	1	41	monitor	monitor	VERB
fis-3050	1	42	cracks	crack	NOUN
fis-3050	1	43	in	in	ADP
fis-3050	1	44	concrete	concrete	ADJ
fis-3050	1	45	ahcene	ahcene	NOUN
fis-3050	1	46	arbaoui	arbaoui	PROPN
fis-3050	1	47	university	university	PROPN
fis-3050	1	48	of	of	ADP
fis-3050	1	49	bouira	bouira	PROPN
fis-3050	1	50	,	,	PUNCT
fis-3050	1	51	department	department	NOUN
fis-3050	1	52	of	of	ADP
fis-3050	1	53	civil	civil	ADJ
fis-3050	1	54	engineering	engineering	NOUN
fis-3050	1	55	,	,	PUNCT
fis-3050	1	56	bouira	bouira	PROPN
fis-3050	1	57	,	,	PUNCT
fis-3050	1	58	algeria	algeria	PROPN
fis-3050	1	59	a.arbaoui@univ-bouira.dz	a.arbaoui@univ-bouira.dz	NOUN
fis-3050	2	1	abdeldjalil	abdeldjalil	NOUN
fis-3050	2	2	ouahabi	ouahabi	NOUN
fis-3050	2	3	umr	umr	PROPN
fis-3050	2	4	1253	1253	NUM
fis-3050	2	5	,	,	PUNCT
fis-3050	2	6	ibrain	ibrain	VERB
fis-3050	2	7	,	,	PUNCT
fis-3050	2	8	université	université	PROPN
fis-3050	2	9	de	de	PROPN
fis-3050	2	10	tours	tour	NOUN
fis-3050	2	11	,	,	PUNCT
fis-3050	2	12	inserm	inserm	NOUN
fis-3050	2	13	,	,	PUNCT
fis-3050	2	14	tours	tour	NOUN
fis-3050	2	15	,	,	PUNCT
fis-3050	2	16	france	france	PROPN
fis-3050	2	17	university	university	PROPN
fis-3050	2	18	of	of	ADP
fis-3050	2	19	bouira	bouira	PROPN
fis-3050	2	20	,	,	PUNCT
fis-3050	2	21	department	department	NOUN
fis-3050	2	22	of	of	ADP
fis-3050	2	23	computer	computer	NOUN
fis-3050	2	24	science	science	NOUN
fis-3050	2	25	,	,	PUNCT
fis-3050	2	26	limpaf	limpaf	PROPN
fis-3050	2	27	,	,	PUNCT
fis-3050	2	28	bouira	bouira	PROPN
fis-3050	2	29	,	,	PUNCT
fis-3050	2	30	algeria	algeria	PROPN
fis-3050	2	31	ouahabi@univ-tours.fr	ouahabi@univ-tours.fr	PROPN
fis-3050	2	32	sébastien	sébastien	PROPN
fis-3050	2	33	jacques	jacques	PROPN
fis-3050	2	34	university	university	PROPN
fis-3050	2	35	of	of	ADP
fis-3050	2	36	tours	tour	NOUN
fis-3050	2	37	,	,	PUNCT
fis-3050	2	38	greman	greman	NOUN
fis-3050	2	39	umr	umr	PROPN
fis-3050	2	40	7347	7347	NUM
fis-3050	2	41	,	,	PUNCT
fis-3050	2	42	cnrs	cnrs	NOUN
fis-3050	2	43	,	,	PUNCT
fis-3050	2	44	insa	insa	PROPN
fis-3050	2	45	centre	centre	PROPN
fis-3050	2	46	val	val	PROPN
fis-3050	2	47	-	-	PUNCT
fis-3050	2	48	de	de	NOUN
fis-3050	2	49	-	-	NOUN
fis-3050	2	50	loire	loire	NOUN
fis-3050	2	51	,	,	PUNCT
fis-3050	2	52	tours	tour	NOUN
fis-3050	2	53	,	,	PUNCT
fis-3050	2	54	france	france	PROPN
fis-3050	2	55	sebastien.jacques@univ-tours.fr	sebastien.jacques@univ-tours.fr	PROPN
fis-3050	2	56	madina	madina	PROPN
fis-3050	2	57	hamiane	hamiane	PROPN
fis-3050	2	58	college	college	PROPN
fis-3050	2	59	of	of	ADP
fis-3050	2	60	engineering	engineering	PROPN
fis-3050	2	61	,	,	PUNCT
fis-3050	2	62	royal	royal	ADJ
fis-3050	2	63	university	university	NOUN
fis-3050	2	64	for	for	ADP
fis-3050	2	65	women	woman	NOUN
fis-3050	2	66	,	,	PUNCT
fis-3050	2	67	bahrain	bahrain	NOUN
fis-3050	2	68	mhamiane@ruw.edu.bh	mhamiane@ruw.edu.bh	NOUN
fis-3050	2	69	abstract	abstract	ADJ
fis-3050	2	70	.	.	PUNCT
fis-3050	3	1	this	this	DET
fis-3050	3	2	paper	paper	NOUN
fis-3050	3	3	proposes	propose	VERB
fis-3050	3	4	an	an	DET
fis-3050	3	5	efficient	efficient	ADJ
fis-3050	3	6	methodology	methodology	NOUN
fis-3050	3	7	to	to	PART
fis-3050	3	8	monitor	monitor	VERB
fis-3050	3	9	the	the	DET
fis-3050	3	10	formation	formation	NOUN
fis-3050	3	11	of	of	ADP
fis-3050	3	12	cracks	crack	NOUN
fis-3050	3	13	in	in	ADP
fis-3050	3	14	concrete	concrete	NOUN
fis-3050	3	15	after	after	ADP
fis-3050	3	16	non	non	ADJ
fis-3050	3	17	-	-	ADJ
fis-3050	3	18	destructive	destructive	ADJ
fis-3050	3	19	ultrasonic	ultrasonic	ADJ
fis-3050	3	20	testing	testing	NOUN
fis-3050	3	21	of	of	ADP
fis-3050	3	22	a	a	DET
fis-3050	3	23	structure	structure	NOUN
fis-3050	3	24	.	.	PUNCT
fis-3050	4	1	the	the	DET
fis-3050	4	2	objective	objective	NOUN
fis-3050	4	3	is	be	AUX
fis-3050	4	4	to	to	PART
fis-3050	4	5	be	be	AUX
fis-3050	4	6	able	able	ADJ
fis-3050	4	7	to	to	PART
fis-3050	4	8	automatically	automatically	ADV
fis-3050	4	9	detect	detect	VERB
fis-3050	4	10	the	the	DET
fis-3050	4	11	initiation	initiation	NOUN
fis-3050	4	12	of	of	ADP
fis-3050	4	13	cracks	crack	NOUN
fis-3050	4	14	early	early	ADV
fis-3050	4	15	enough	enough	ADV
fis-3050	4	16	,	,	PUNCT
fis-3050	4	17	i.e.	i.e.	X
fis-3050	4	18	well	well	ADV
fis-3050	4	19	before	before	SCONJ
fis-3050	4	20	they	they	PRON
fis-3050	4	21	are	be	AUX
fis-3050	4	22	visible	visible	ADJ
fis-3050	4	23	on	on	ADP
fis-3050	4	24	the	the	DET
fis-3050	4	25	concrete	concrete	ADJ
fis-3050	4	26	surface	surface	NOUN
fis-3050	4	27	,	,	PUNCT
fis-3050	4	28	in	in	ADP
fis-3050	4	29	order	order	NOUN
fis-3050	4	30	to	to	PART
fis-3050	4	31	implement	implement	VERB
fis-3050	4	32	adequate	adequate	ADJ
fis-3050	4	33	maintenance	maintenance	NOUN
fis-3050	4	34	actions	action	NOUN
fis-3050	4	35	on	on	ADP
fis-3050	4	36	civil	civil	ADJ
fis-3050	4	37	engineering	engineering	NOUN
fis-3050	4	38	structures	structure	NOUN
fis-3050	4	39	.	.	PUNCT
fis-3050	5	1	the	the	DET
fis-3050	5	2	key	key	ADJ
fis-3050	5	3	element	element	NOUN
fis-3050	5	4	of	of	ADP
fis-3050	5	5	this	this	DET
fis-3050	5	6	original	original	ADJ
fis-3050	5	7	approach	approach	NOUN
fis-3050	5	8	is	be	AUX
fis-3050	5	9	the	the	DET
fis-3050	5	10	wavelet	wavelet	NOUN
fis-3050	5	11	-	-	PUNCT
fis-3050	5	12	based	base	VERB
fis-3050	5	13	multiresolution	multiresolution	NOUN
fis-3050	5	14	analysis	analysis	NOUN
fis-3050	5	15	of	of	ADP
fis-3050	5	16	the	the	DET
fis-3050	5	17	ultrasonic	ultrasonic	ADJ
fis-3050	5	18	signal	signal	NOUN
fis-3050	5	19	received	receive	VERB
fis-3050	5	20	from	from	ADP
fis-3050	5	21	a	a	DET
fis-3050	5	22	sample	sample	NOUN
fis-3050	5	23	or	or	CCONJ
fis-3050	5	24	a	a	DET
fis-3050	5	25	specimen	speciman	NOUN
fis-3050	5	26	of	of	ADP
fis-3050	5	27	the	the	DET
fis-3050	5	28	studied	study	VERB
fis-3050	5	29	material	material	NOUN
fis-3050	5	30	subjected	subject	VERB
fis-3050	5	31	to	to	ADP
fis-3050	5	32	several	several	ADJ
fis-3050	5	33	types	type	NOUN
fis-3050	5	34	of	of	ADP
fis-3050	5	35	solicitation	solicitation	NOUN
fis-3050	5	36	.	.	PUNCT
fis-3050	6	1	this	this	DET
fis-3050	6	2	analysis	analysis	NOUN
fis-3050	6	3	is	be	AUX
fis-3050	6	4	finally	finally	ADV
fis-3050	6	5	coupled	couple	VERB
fis-3050	6	6	to	to	ADP
fis-3050	6	7	an	an	DET
fis-3050	6	8	automatic	automatic	ADJ
fis-3050	6	9	identification	identification	NOUN
fis-3050	6	10	scheme	scheme	NOUN
fis-3050	6	11	of	of	ADP
fis-3050	6	12	the	the	DET
fis-3050	6	13	types	type	NOUN
fis-3050	6	14	of	of	ADP
fis-3050	6	15	cracks	crack	NOUN
fis-3050	6	16	based	base	VERB
fis-3050	6	17	on	on	ADP
fis-3050	6	18	artificial	artificial	ADJ
fis-3050	6	19	neural	neural	ADJ
fis-3050	6	20	networks	network	NOUN
fis-3050	6	21	(	(	PUNCT
fis-3050	6	22	anns	anns	NOUN
fis-3050	6	23	)	)	PUNCT
fis-3050	6	24	,	,	PUNCT
fis-3050	6	25	and	and	CCONJ
fis-3050	6	26	in	in	ADP
fis-3050	6	27	particular	particular	ADJ
fis-3050	6	28	deep	deep	ADJ
fis-3050	6	29	learning	learning	NOUN
fis-3050	6	30	by	by	ADP
fis-3050	6	31	convolutional	convolutional	ADJ
fis-3050	6	32	neural	neural	ADJ
fis-3050	6	33	networks	network	NOUN
fis-3050	6	34	(	(	PUNCT
fis-3050	6	35	cnns	cnns	PROPN
fis-3050	6	36	)	)	PUNCT
fis-3050	6	37	;	;	PUNCT
fis-3050	6	38	a	a	DET
fis-3050	6	39	technology	technology	NOUN
fis-3050	6	40	today	today	NOUN
fis-3050	6	41	at	at	ADP
fis-3050	6	42	the	the	DET
fis-3050	6	43	cutting	cut	VERB
fis-3050	6	44	edge	edge	NOUN
fis-3050	6	45	of	of	ADP
fis-3050	6	46	machine	machine	NOUN
fis-3050	6	47	learning	learning	NOUN
fis-3050	6	48	,	,	PUNCT
fis-3050	6	49	in	in	ADP
fis-3050	6	50	particular	particular	ADJ
fis-3050	6	51	for	for	ADP
fis-3050	6	52	all	all	DET
fis-3050	6	53	applications	application	NOUN
fis-3050	6	54	of	of	ADP
fis-3050	6	55	pattern	pattern	NOUN
fis-3050	6	56	recognition	recognition	NOUN
fis-3050	6	57	.	.	PUNCT
fis-3050	7	1	wavelet	wavelet	NOUN
fis-3050	7	2	-	-	PUNCT
fis-3050	7	3	based	base	VERB
fis-3050	7	4	multiresolution	multiresolution	NOUN
fis-3050	7	5	analysis	analysis	NOUN
fis-3050	7	6	does	do	AUX
fis-3050	7	7	not	not	PART
fis-3050	7	8	add	add	VERB
fis-3050	7	9	any	any	DET
fis-3050	7	10	value	value	NOUN
fis-3050	7	11	in	in	ADP
fis-3050	7	12	detecting	detect	VERB
fis-3050	7	13	fractures	fracture	NOUN
fis-3050	7	14	in	in	ADP
fis-3050	7	15	concrete	concrete	ADJ
fis-3050	7	16	visible	visible	ADJ
fis-3050	7	17	by	by	ADP
fis-3050	7	18	optical	optical	ADJ
fis-3050	7	19	inspection	inspection	NOUN
fis-3050	7	20	.	.	PUNCT
fis-3050	8	1	however	however	ADV
fis-3050	8	2	,	,	PUNCT
fis-3050	8	3	the	the	DET
fis-3050	8	4	results	result	NOUN
fis-3050	8	5	of	of	ADP
fis-3050	8	6	its	its	PRON
fis-3050	8	7	implementation	implementation	NOUN
fis-3050	8	8	coupled	couple	VERB
fis-3050	8	9	with	with	ADP
fis-3050	8	10	different	different	ADJ
fis-3050	8	11	cnn	cnn	PROPN
fis-3050	8	12	architectures	architecture	NOUN
fis-3050	8	13	show	show	VERB
fis-3050	8	14	cracks	crack	NOUN
fis-3050	8	15	in	in	ADP
fis-3050	8	16	concrete	concrete	NOUN
fis-3050	8	17	can	can	AUX
fis-3050	8	18	be	be	AUX
fis-3050	8	19	identified	identify	VERB
fis-3050	8	20	at	at	ADP
fis-3050	8	21	an	an	DET
fis-3050	8	22	early	early	ADJ
fis-3050	8	23	stage	stage	NOUN
fis-3050	8	24	with	with	ADP
fis-3050	8	25	a	a	DET
fis-3050	8	26	very	very	ADV
fis-3050	8	27	high	high	ADJ
fis-3050	8	28	accuracy	accuracy	NOUN
fis-3050	8	29	,	,	PUNCT
fis-3050	8	30	i.e.	i.e.	X
fis-3050	8	31	around	around	ADP
fis-3050	8	32	98	98	NUM
fis-3050	8	33	%	%	NOUN
fis-3050	8	34	,	,	PUNCT
fis-3050	8	35	and	and	CCONJ
fis-3050	8	36	a	a	DET
fis-3050	8	37	loss	loss	NOUN
fis-3050	8	38	function	function	NOUN
fis-3050	8	39	of	of	ADP
fis-3050	8	40	less	less	ADJ
fis-3050	8	41	than	than	ADP
fis-3050	8	42	0.1	0.1	NUM
fis-3050	8	43	,	,	PUNCT
fis-3050	8	44	regardless	regardless	ADV
fis-3050	8	45	of	of	ADP
fis-3050	8	46	the	the	DET
fis-3050	8	47	implemented	implement	VERB
fis-3050	8	48	learning	learning	NOUN
fis-3050	8	49	architecture	architecture	NOUN
fis-3050	8	50	.	.	PUNCT
fis-3050	9	1	citation	citation	NOUN
fis-3050	9	2	:	:	PUNCT
fis-3050	9	3	arbaoui	arbaoui	ADJ
fis-3050	9	4	,	,	PUNCT
fis-3050	9	5	a.	a.	NOUN
fis-3050	9	6	,	,	PUNCT
fis-3050	9	7	ouahabi	ouahabi	NOUN
fis-3050	9	8	,	,	PUNCT
fis-3050	9	9	a.	a.	PROPN
fis-3050	9	10	,	,	PUNCT
fis-3050	9	11	jacques	jacques	PROPN
fis-3050	9	12	,	,	PUNCT
fis-3050	9	13	s.	s.	PROPN
fis-3050	9	14	and	and	CCONJ
fis-3050	9	15	hamiane	hamiane	PROPN
fis-3050	9	16	,	,	PUNCT
fis-3050	9	17	m.	m.	NOUN
fis-3050	9	18	,	,	PUNCT
fis-3050	9	19	wavelet	wavelet	NOUN
fis-3050	9	20	-	-	PUNCT
fis-3050	9	21	based	base	VERB
fis-3050	9	22	multiresolution	multiresolution	NOUN
fis-3050	9	23	analysis	analysis	NOUN
fis-3050	9	24	coupled	couple	VERB
fis-3050	9	25	with	with	ADP
fis-3050	9	26	deep	deep	ADJ
fis-3050	9	27	learning	learning	NOUN
fis-3050	9	28	to	to	PART
fis-3050	9	29	efficiently	efficiently	ADV
fis-3050	9	30	monitor	monitor	VERB
fis-3050	9	31	cracks	crack	NOUN
fis-3050	9	32	in	in	ADP
fis-3050	9	33	concrete	concrete	NOUN
fis-3050	9	34	,	,	PUNCT
fis-3050	9	35	frattura	frattura	PROPN
fis-3050	9	36	ed	ed	PROPN
fis-3050	9	37	integrità	integrità	PROPN
fis-3050	9	38	strutturale	strutturale	PROPN
fis-3050	9	39	,	,	PUNCT
fis-3050	9	40	58	58	NUM
fis-3050	9	41	(	(	PUNCT
fis-3050	9	42	2021	2021	NUM
fis-3050	9	43	)	)	PUNCT
fis-3050	9	44	33	33	NUM
fis-3050	9	45	-	-	SYM
fis-3050	9	46	47	47	NUM
fis-3050	9	47	.	.	PUNCT
fis-3050	9	48	received	receive	VERB
fis-3050	9	49	:	:	PUNCT
fis-3050	9	50	26.03.2021	26.03.2021	NUM
fis-3050	9	51	accepted	accept	VERB
fis-3050	9	52	:	:	PUNCT
fis-3050	9	53	01.07.2021	01.07.2021	NUM
fis-3050	9	54	published	publish	VERB
fis-3050	9	55	:	:	PUNCT
fis-3050	9	56	01.10.2021	01.10.2021	NUM
fis-3050	10	1	copyright	copyright	NOUN
fis-3050	10	2	:	:	PUNCT
fis-3050	10	3	©	©	PROPN
fis-3050	10	4	2021	2021	NUM
fis-3050	10	5	this	this	PRON
fis-3050	10	6	is	be	AUX
fis-3050	10	7	an	an	DET
fis-3050	10	8	open	open	ADJ
fis-3050	10	9	access	access	NOUN
fis-3050	10	10	article	article	NOUN
fis-3050	10	11	under	under	ADP
fis-3050	10	12	the	the	DET
fis-3050	10	13	terms	term	NOUN
fis-3050	10	14	of	of	ADP
fis-3050	10	15	the	the	DET
fis-3050	10	16	cc	cc	NOUN
fis-3050	10	17	-	-	PUNCT
fis-3050	10	18	by	by	ADP
fis-3050	10	19	4.0	4.0	NUM
fis-3050	10	20	,	,	PUNCT
fis-3050	10	21	which	which	PRON
fis-3050	10	22	permits	permit	VERB
fis-3050	10	23	unrestricted	unrestricted	ADJ
fis-3050	10	24	use	use	NOUN
fis-3050	10	25	,	,	PUNCT
fis-3050	10	26	distribution	distribution	NOUN
fis-3050	10	27	,	,	PUNCT
fis-3050	10	28	and	and	CCONJ
fis-3050	10	29	reproduction	reproduction	NOUN
fis-3050	10	30	in	in	ADP
fis-3050	10	31	any	any	DET
fis-3050	10	32	medium	medium	NOUN
fis-3050	10	33	,	,	PUNCT
fis-3050	10	34	provided	provide	VERB
fis-3050	10	35	the	the	DET
fis-3050	10	36	original	original	ADJ
fis-3050	10	37	author	author	NOUN
fis-3050	10	38	and	and	CCONJ
fis-3050	10	39	source	source	NOUN
fis-3050	10	40	are	be	AUX
fis-3050	10	41	credited	credit	VERB
fis-3050	10	42	.	.	PUNCT
fis-3050	11	1	https://youtu.be/5ddjphwe_no	https://youtu.be/5ddjphwe_no	PROPN
fis-3050	11	2	a.	a.	PROPN
fis-3050	11	3	arbaoui	arbaoui	PROPN
fis-3050	11	4	et	et	PROPN
fis-3050	11	5	alii	alii	PROPN
fis-3050	11	6	,	,	PUNCT
fis-3050	11	7	frattura	frattura	PROPN
fis-3050	11	8	ed	ed	PROPN
fis-3050	11	9	integrità	integrità	PROPN
fis-3050	11	10	strutturale	strutturale	PROPN
fis-3050	11	11	,	,	PUNCT
fis-3050	11	12	58	58	NUM
fis-3050	11	13	(	(	PUNCT
fis-3050	11	14	2021	2021	NUM
fis-3050	11	15	)	)	PUNCT
fis-3050	11	16	33	33	NUM
fis-3050	11	17	-	-	SYM
fis-3050	11	18	47	47	NUM
fis-3050	11	19	;	;	PUNCT
fis-3050	11	20	doi	doi	NOUN
fis-3050	11	21	:	:	PUNCT
fis-3050	11	22	10.3221	10.3221	NUM
fis-3050	11	23	/	/	SYM
fis-3050	11	24	igf	igf	PROPN
fis-3050	11	25	-	-	ADJ
fis-3050	11	26	esis.58.03	esis.58.03	ADJ
fis-3050	11	27	34	34	NUM
fis-3050	11	28	keywords	keyword	NOUN
fis-3050	11	29	.	.	PUNCT
fis-3050	12	1	crack	crack	VERB
fis-3050	12	2	monitoring	monitoring	NOUN
fis-3050	12	3	;	;	PUNCT
fis-3050	12	4	concrete	concrete	NOUN
fis-3050	12	5	;	;	PUNCT
fis-3050	12	6	non	non	ADJ
fis-3050	12	7	-	-	ADJ
fis-3050	12	8	destructive	destructive	ADJ
fis-3050	12	9	ultrasonic	ultrasonic	ADJ
fis-3050	12	10	testing	testing	NOUN
fis-3050	12	11	;	;	PUNCT
fis-3050	12	12	wavelet	wavelet	NOUN
fis-3050	12	13	-	-	PUNCT
fis-3050	12	14	based	base	VERB
fis-3050	12	15	multiresolution	multiresolution	NOUN
fis-3050	12	16	analysis	analysis	NOUN
fis-3050	12	17	;	;	PUNCT
fis-3050	12	18	deep	deep	ADJ
fis-3050	12	19	learning	learning	NOUN
fis-3050	12	20	.	.	PUNCT
fis-3050	13	1	introduction	introduction	NOUN
fis-3050	13	2	ince	ince	VERB
fis-3050	13	3	its	its	PRON
fis-3050	13	4	creation	creation	NOUN
fis-3050	13	5	,	,	PUNCT
fis-3050	13	6	concrete	concrete	NOUN
fis-3050	13	7	,	,	PUNCT
fis-3050	13	8	the	the	DET
fis-3050	13	9	flagship	flagship	NOUN
fis-3050	13	10	material	material	NOUN
fis-3050	13	11	of	of	ADP
fis-3050	13	12	civil	civil	ADJ
fis-3050	13	13	engineering	engineering	NOUN
fis-3050	13	14	structures	structure	NOUN
fis-3050	13	15	,	,	PUNCT
fis-3050	13	16	has	have	AUX
fis-3050	13	17	been	be	AUX
fis-3050	13	18	the	the	DET
fis-3050	13	19	basis	basis	NOUN
fis-3050	13	20	of	of	ADP
fis-3050	13	21	construction	construction	NOUN
fis-3050	13	22	techniques	technique	NOUN
fis-3050	13	23	,	,	PUNCT
fis-3050	13	24	whether	whether	SCONJ
fis-3050	13	25	industrial	industrial	ADJ
fis-3050	13	26	(	(	PUNCT
fis-3050	13	27	factories	factory	NOUN
fis-3050	13	28	,	,	PUNCT
fis-3050	13	29	warehouses	warehouse	NOUN
fis-3050	13	30	,	,	PUNCT
fis-3050	13	31	...	...	PUNCT
fis-3050	13	32	)	)	PUNCT
fis-3050	13	33	or	or	CCONJ
fis-3050	13	34	hydraulic	hydraulic	ADJ
fis-3050	13	35	(	(	PUNCT
fis-3050	13	36	dams	dam	NOUN
fis-3050	13	37	,	,	PUNCT
fis-3050	13	38	dikes	dike	NOUN
fis-3050	13	39	,	,	PUNCT
fis-3050	13	40	...	...	PUNCT
fis-3050	13	41	)	)	PUNCT
fis-3050	13	42	,	,	PUNCT
fis-3050	13	43	but	but	CCONJ
fis-3050	13	44	also	also	ADV
fis-3050	13	45	of	of	ADP
fis-3050	13	46	infrastructures	infrastructure	NOUN
fis-3050	13	47	such	such	ADJ
fis-3050	13	48	as	as	ADP
fis-3050	13	49	transportation	transportation	NOUN
fis-3050	13	50	(	(	PUNCT
fis-3050	13	51	bridges	bridge	NOUN
fis-3050	13	52	,	,	PUNCT
fis-3050	13	53	tunnels	tunnel	NOUN
fis-3050	13	54	,	,	PUNCT
fis-3050	13	55	...	...	PUNCT
fis-3050	13	56	)	)	PUNCT
fis-3050	13	57	or	or	CCONJ
fis-3050	13	58	urban	urban	ADJ
fis-3050	13	59	infrastructure	infrastructure	NOUN
fis-3050	13	60	(	(	PUNCT
fis-3050	13	61	aqueducts	aqueduct	NOUN
fis-3050	13	62	,	,	PUNCT
fis-3050	13	63	...	...	PUNCT
fis-3050	13	64	)	)	PUNCT
fis-3050	13	65	.	.	PUNCT
fis-3050	14	1	this	this	DET
fis-3050	14	2	success	success	NOUN
fis-3050	14	3	is	be	AUX
fis-3050	14	4	due	due	ADJ
fis-3050	14	5	to	to	ADP
fis-3050	14	6	several	several	ADJ
fis-3050	14	7	factors	factor	NOUN
fis-3050	14	8	:	:	PUNCT
fis-3050	14	9	concrete	concrete	NOUN
fis-3050	14	10	is	be	AUX
fis-3050	14	11	an	an	DET
fis-3050	14	12	economical	economical	ADJ
fis-3050	14	13	material	material	NOUN
fis-3050	14	14	,	,	PUNCT
fis-3050	14	15	easy	easy	ADJ
fis-3050	14	16	to	to	PART
fis-3050	14	17	work	work	VERB
fis-3050	14	18	with	with	ADP
fis-3050	14	19	,	,	PUNCT
fis-3050	14	20	resistant	resistant	ADJ
fis-3050	14	21	to	to	ADP
fis-3050	14	22	compressive	compressive	ADJ
fis-3050	14	23	stress	stress	NOUN
fis-3050	14	24	,	,	PUNCT
fis-3050	14	25	durable	durable	ADJ
fis-3050	14	26	,	,	PUNCT
fis-3050	14	27	sound	sound	NOUN
fis-3050	14	28	and	and	CCONJ
fis-3050	14	29	heat	heat	NOUN
fis-3050	14	30	insulating	insulating	NOUN
fis-3050	14	31	,	,	PUNCT
fis-3050	14	32	and	and	CCONJ
fis-3050	14	33	it	it	PRON
fis-3050	14	34	contributes	contribute	VERB
fis-3050	14	35	to	to	ADP
fis-3050	14	36	architecture	architecture	NOUN
fis-3050	14	37	through	through	ADP
fis-3050	14	38	the	the	DET
fis-3050	14	39	shapes	shape	NOUN
fis-3050	14	40	,	,	PUNCT
fis-3050	14	41	textures	texture	NOUN
fis-3050	14	42	and	and	CCONJ
fis-3050	14	43	colors	color	NOUN
fis-3050	14	44	it	it	PRON
fis-3050	14	45	provides	provide	VERB
fis-3050	14	46	[	[	X
fis-3050	14	47	1	1	NUM
fis-3050	14	48	]	]	PUNCT
fis-3050	14	49	.	.	PUNCT
fis-3050	15	1	coupled	couple	VERB
fis-3050	15	2	with	with	ADP
fis-3050	15	3	a	a	DET
fis-3050	15	4	reinforcement	reinforcement	NOUN
fis-3050	15	5	usually	usually	ADV
fis-3050	15	6	made	make	VERB
fis-3050	15	7	of	of	ADP
fis-3050	15	8	steel	steel	NOUN
fis-3050	15	9	,	,	PUNCT
fis-3050	15	10	reinforced	reinforce	VERB
fis-3050	15	11	concrete	concrete	NOUN
fis-3050	15	12	can	can	AUX
fis-3050	15	13	compensate	compensate	VERB
fis-3050	15	14	for	for	ADP
fis-3050	15	15	the	the	DET
fis-3050	15	16	low	low	ADJ
fis-3050	15	17	tensile	tensile	NOUN
fis-3050	15	18	strength	strength	NOUN
fis-3050	15	19	of	of	ADP
fis-3050	15	20	concrete	concrete	NOUN
fis-3050	15	21	.	.	PUNCT
fis-3050	16	1	the	the	DET
fis-3050	16	2	service	service	NOUN
fis-3050	16	3	life	life	NOUN
fis-3050	16	4	of	of	ADP
fis-3050	16	5	reinforced	reinforce	VERB
fis-3050	16	6	concrete	concrete	ADJ
fis-3050	16	7	structures	structure	NOUN
fis-3050	16	8	is	be	AUX
fis-3050	16	9	conditioned	condition	VERB
fis-3050	16	10	by	by	ADP
fis-3050	16	11	the	the	DET
fis-3050	16	12	response	response	NOUN
fis-3050	16	13	to	to	ADP
fis-3050	16	14	chemical	chemical	NOUN
fis-3050	16	15	(	(	PUNCT
fis-3050	16	16	e.g.	e.g.	ADV
fis-3050	16	17	carbonation	carbonation	NOUN
fis-3050	16	18	,	,	PUNCT
fis-3050	16	19	corrosion	corrosion	NOUN
fis-3050	16	20	,	,	PUNCT
fis-3050	16	21	etc	etc	X
fis-3050	16	22	.	.	X
fis-3050	16	23	)	)	PUNCT
fis-3050	16	24	,	,	PUNCT
fis-3050	16	25	physical	physical	ADJ
fis-3050	16	26	(	(	PUNCT
fis-3050	16	27	e.g.	e.g.	ADV
fis-3050	16	28	freeze	freeze	ADJ
fis-3050	16	29	-	-	PUNCT
fis-3050	16	30	thaw	thaw	NOUN
fis-3050	16	31	cycle	cycle	NOUN
fis-3050	16	32	)	)	PUNCT
fis-3050	16	33	and	and	CCONJ
fis-3050	16	34	mechanical	mechanical	ADJ
fis-3050	16	35	(	(	PUNCT
fis-3050	16	36	e.g.	e.g.	ADV
fis-3050	16	37	overloading	overload	VERB
fis-3050	16	38	)	)	PUNCT
fis-3050	16	39	aggressions	aggression	NOUN
fis-3050	16	40	of	of	ADP
fis-3050	16	41	the	the	DET
fis-3050	16	42	environment	environment	NOUN
fis-3050	16	43	,	,	PUNCT
fis-3050	16	44	as	as	ADV
fis-3050	16	45	well	well	ADV
fis-3050	16	46	as	as	ADP
fis-3050	16	47	by	by	ADP
fis-3050	16	48	the	the	DET
fis-3050	16	49	capacity	capacity	NOUN
fis-3050	16	50	of	of	ADP
fis-3050	16	51	the	the	DET
fis-3050	16	52	constituent	constituent	NOUN
fis-3050	16	53	materials	material	NOUN
fis-3050	16	54	to	to	PART
fis-3050	16	55	protect	protect	VERB
fis-3050	16	56	themselves	themselves	PRON
fis-3050	16	57	against	against	ADP
fis-3050	16	58	these	these	DET
fis-3050	16	59	aggressions	aggression	NOUN
fis-3050	16	60	.	.	PUNCT
fis-3050	17	1	in	in	ADP
fis-3050	17	2	this	this	DET
fis-3050	17	3	work	work	NOUN
fis-3050	17	4	,	,	PUNCT
fis-3050	17	5	we	we	PRON
fis-3050	17	6	are	be	AUX
fis-3050	17	7	interested	interested	ADJ
fis-3050	17	8	in	in	ADP
fis-3050	17	9	the	the	DET
fis-3050	17	10	corrosion	corrosion	NOUN
fis-3050	17	11	of	of	ADP
fis-3050	17	12	reinforcement	reinforcement	NOUN
fis-3050	17	13	which	which	PRON
fis-3050	17	14	is	be	AUX
fis-3050	17	15	one	one	NUM
fis-3050	17	16	of	of	ADP
fis-3050	17	17	the	the	DET
fis-3050	17	18	main	main	ADJ
fis-3050	17	19	causes	cause	NOUN
fis-3050	17	20	of	of	ADP
fis-3050	17	21	degradation	degradation	NOUN
fis-3050	17	22	of	of	ADP
fis-3050	17	23	reinforced	reinforce	VERB
fis-3050	17	24	concrete	concrete	ADJ
fis-3050	17	25	structures	structure	NOUN
fis-3050	18	1	[	[	X
fis-3050	18	2	2	2	NUM
fis-3050	18	3	]	]	PUNCT
fis-3050	18	4	.	.	PUNCT
fis-3050	19	1	this	this	DET
fis-3050	19	2	corrosion	corrosion	NOUN
fis-3050	19	3	induces	induce	VERB
fis-3050	19	4	a	a	DET
fis-3050	19	5	modification	modification	NOUN
fis-3050	19	6	of	of	ADP
fis-3050	19	7	the	the	DET
fis-3050	19	8	steel	steel	NOUN
fis-3050	19	9	-	-	PUNCT
fis-3050	19	10	concrete	concrete	NOUN
fis-3050	19	11	bond	bond	NOUN
fis-3050	19	12	,	,	PUNCT
fis-3050	19	13	a	a	DET
fis-3050	19	14	reduction	reduction	NOUN
fis-3050	19	15	in	in	ADP
fis-3050	19	16	section	section	NOUN
fis-3050	19	17	of	of	ADP
fis-3050	19	18	the	the	DET
fis-3050	19	19	steel	steel	NOUN
fis-3050	19	20	bars	bar	NOUN
fis-3050	19	21	,	,	PUNCT
fis-3050	19	22	a	a	DET
fis-3050	19	23	decrease	decrease	NOUN
fis-3050	19	24	of	of	ADP
fis-3050	19	25	the	the	DET
fis-3050	19	26	ductility	ductility	NOUN
fis-3050	19	27	of	of	ADP
fis-3050	19	28	the	the	DET
fis-3050	19	29	steel	steel	NOUN
fis-3050	19	30	as	as	ADV
fis-3050	19	31	well	well	ADV
fis-3050	19	32	as	as	ADP
fis-3050	19	33	a	a	DET
fis-3050	19	34	peripheral	peripheral	ADJ
fis-3050	19	35	damage	damage	NOUN
fis-3050	19	36	of	of	ADP
fis-3050	19	37	the	the	DET
fis-3050	19	38	concrete	concrete	NOUN
fis-3050	19	39	due	due	ADP
fis-3050	19	40	to	to	ADP
fis-3050	19	41	the	the	DET
fis-3050	19	42	pressure	pressure	NOUN
fis-3050	19	43	of	of	ADP
fis-3050	19	44	the	the	DET
fis-3050	19	45	corrosion	corrosion	NOUN
fis-3050	19	46	products	product	NOUN
fis-3050	19	47	.	.	PUNCT
fis-3050	20	1	more	more	ADV
fis-3050	20	2	precisely	precisely	ADV
fis-3050	20	3	,	,	PUNCT
fis-3050	20	4	bhaskar	bhaskar	NOUN
fis-3050	20	5	et	et	PROPN
fis-3050	20	6	al	al	PROPN
fis-3050	20	7	.	.	PROPN
fis-3050	20	8	showed	show	VERB
fis-3050	20	9	that	that	SCONJ
fis-3050	20	10	when	when	SCONJ
fis-3050	20	11	the	the	DET
fis-3050	20	12	porous	porous	ADJ
fis-3050	20	13	zone	zone	NOUN
fis-3050	20	14	at	at	ADP
fis-3050	20	15	the	the	DET
fis-3050	20	16	interface	interface	NOUN
fis-3050	20	17	between	between	ADP
fis-3050	20	18	steel	steel	NOUN
fis-3050	20	19	and	and	CCONJ
fis-3050	20	20	concrete	concrete	NOUN
fis-3050	20	21	(	(	PUNCT
fis-3050	20	22	a	a	DET
fis-3050	20	23	zone	zone	NOUN
fis-3050	20	24	whose	whose	DET
fis-3050	20	25	volume	volume	NOUN
fis-3050	20	26	depends	depend	VERB
fis-3050	20	27	on	on	ADP
fis-3050	20	28	the	the	DET
fis-3050	20	29	surface	surface	NOUN
fis-3050	20	30	of	of	ADP
fis-3050	20	31	the	the	DET
fis-3050	20	32	reinforcement	reinforcement	NOUN
fis-3050	20	33	,	,	PUNCT
fis-3050	20	34	the	the	DET
fis-3050	20	35	water	water	NOUN
fis-3050	20	36	/	/	SYM
fis-3050	20	37	cement	cement	NOUN
fis-3050	20	38	mass	mass	NOUN
fis-3050	20	39	ratio	ratio	NOUN
fis-3050	20	40	and	and	CCONJ
fis-3050	20	41	the	the	DET
fis-3050	20	42	degree	degree	NOUN
fis-3050	20	43	of	of	ADP
fis-3050	20	44	hydration	hydration	NOUN
fis-3050	20	45	)	)	PUNCT
fis-3050	20	46	is	be	AUX
fis-3050	20	47	completely	completely	ADV
fis-3050	20	48	filled	fill	VERB
fis-3050	20	49	by	by	ADP
fis-3050	20	50	the	the	DET
fis-3050	20	51	corrosion	corrosion	NOUN
fis-3050	20	52	products	product	NOUN
fis-3050	20	53	,	,	PUNCT
fis-3050	20	54	pressures	pressure	NOUN
fis-3050	20	55	are	be	AUX
fis-3050	20	56	exerted	exert	VERB
fis-3050	20	57	on	on	ADP
fis-3050	20	58	the	the	DET
fis-3050	20	59	concrete	concrete	ADJ
fis-3050	20	60	cover	cover	NOUN
fis-3050	20	61	and	and	CCONJ
fis-3050	20	62	can	can	AUX
fis-3050	20	63	generate	generate	VERB
fis-3050	20	64	cracks	crack	NOUN
fis-3050	20	65	[	[	X
fis-3050	20	66	3	3	NUM
fis-3050	20	67	]	]	PUNCT
fis-3050	20	68	.	.	PUNCT
fis-3050	21	1	as	as	SCONJ
fis-3050	21	2	shown	show	VERB
fis-3050	21	3	in	in	ADP
fis-3050	21	4	figure	figure	NOUN
fis-3050	21	5	1	1	NUM
fis-3050	21	6	,	,	PUNCT
fis-3050	21	7	monitoring	monitor	VERB
fis-3050	21	8	the	the	DET
fis-3050	21	9	propagation	propagation	NOUN
fis-3050	21	10	of	of	ADP
fis-3050	21	11	these	these	DET
fis-3050	21	12	cracks	crack	NOUN
fis-3050	21	13	is	be	AUX
fis-3050	21	14	therefore	therefore	ADV
fis-3050	21	15	essential	essential	ADJ
fis-3050	21	16	to	to	PART
fis-3050	21	17	stop	stop	VERB
fis-3050	21	18	them	they	PRON
fis-3050	21	19	from	from	ADP
fis-3050	21	20	reaching	reach	VERB
fis-3050	21	21	critical	critical	ADJ
fis-3050	21	22	sizes	size	NOUN
fis-3050	21	23	that	that	PRON
fis-3050	21	24	could	could	AUX
fis-3050	21	25	lead	lead	VERB
fis-3050	21	26	to	to	ADP
fis-3050	21	27	the	the	DET
fis-3050	21	28	reduction	reduction	NOUN
fis-3050	21	29	of	of	ADP
fis-3050	21	30	the	the	DET
fis-3050	21	31	bearing	bearing	NOUN
fis-3050	21	32	capacity	capacity	NOUN
fis-3050	21	33	of	of	ADP
fis-3050	21	34	the	the	DET
fis-3050	21	35	concrete	concrete	ADJ
fis-3050	21	36	or	or	CCONJ
fis-3050	21	37	reinforced	reinforce	VERB
fis-3050	21	38	concrete	concrete	ADJ
fis-3050	21	39	structure	structure	NOUN
fis-3050	21	40	or	or	CCONJ
fis-3050	21	41	even	even	ADV
fis-3050	21	42	to	to	ADP
fis-3050	21	43	its	its	PRON
fis-3050	21	44	failure	failure	NOUN
fis-3050	21	45	[	[	X
fis-3050	21	46	4–8	4–8	NOUN
fis-3050	21	47	]	]	X
fis-3050	21	48	.	.	PUNCT
fis-3050	22	1	this	this	DET
fis-3050	22	2	research	research	NOUN
fis-3050	22	3	topic	topic	NOUN
fis-3050	22	4	is	be	AUX
fis-3050	22	5	still	still	ADV
fis-3050	22	6	of	of	ADP
fis-3050	22	7	great	great	ADJ
fis-3050	22	8	interest	interest	NOUN
fis-3050	22	9	and	and	CCONJ
fis-3050	22	10	recent	recent	ADJ
fis-3050	22	11	studies	study	NOUN
fis-3050	22	12	have	have	AUX
fis-3050	22	13	shown	show	VERB
fis-3050	22	14	that	that	SCONJ
fis-3050	22	15	it	it	PRON
fis-3050	22	16	is	be	AUX
fis-3050	22	17	possible	possible	ADJ
fis-3050	22	18	to	to	PART
fis-3050	22	19	limit	limit	VERB
fis-3050	22	20	interfacial	interfacial	ADJ
fis-3050	22	21	micro	micro	NOUN
fis-3050	22	22	-	-	NOUN
fis-3050	22	23	cracks	crack	NOUN
fis-3050	22	24	in	in	ADP
fis-3050	22	25	concrete	concrete	NOUN
fis-3050	22	26	and	and	CCONJ
fis-3050	22	27	its	its	PRON
fis-3050	22	28	composites	composite	NOUN
fis-3050	22	29	subjected	subject	VERB
fis-3050	22	30	to	to	ADP
fis-3050	22	31	dynamic	dynamic	ADJ
fis-3050	22	32	loads	load	NOUN
fis-3050	22	33	,	,	PUNCT
fis-3050	22	34	for	for	ADP
fis-3050	22	35	instance	instance	NOUN
fis-3050	22	36	by	by	ADP
fis-3050	22	37	adding	add	VERB
fis-3050	22	38	fly	fly	NOUN
fis-3050	22	39	ash	ash	NOUN
fis-3050	22	40	and/or	and/or	CCONJ
fis-3050	22	41	silica	silica	NOUN
fis-3050	22	42	fume	fume	NOUN
fis-3050	22	43	at	at	ADP
fis-3050	22	44	a	a	DET
fis-3050	22	45	rate	rate	NOUN
fis-3050	22	46	of	of	ADP
fis-3050	22	47	a	a	DET
fis-3050	22	48	few	few	ADJ
fis-3050	22	49	thenths	thenth	NOUN
fis-3050	22	50	of	of	ADP
fis-3050	22	51	the	the	DET
fis-3050	22	52	weight	weight	NOUN
fis-3050	22	53	of	of	ADP
fis-3050	22	54	the	the	DET
fis-3050	22	55	cement	cement	NOUN
fis-3050	22	56	[	[	X
fis-3050	22	57	7	7	NUM
fis-3050	22	58	,	,	PUNCT
fis-3050	22	59	8	8	NUM
fis-3050	22	60	]	]	PUNCT
fis-3050	22	61	.	.	PUNCT
fis-3050	23	1	figure	figure	NOUN
fis-3050	23	2	1	1	NUM
fis-3050	23	3	:	:	PUNCT
fis-3050	23	4	examples	example	NOUN
fis-3050	23	5	of	of	ADP
fis-3050	23	6	cracks	crack	NOUN
fis-3050	23	7	in	in	ADP
fis-3050	23	8	reinforced	reinforce	VERB
fis-3050	23	9	concrete	concrete	ADJ
fis-3050	23	10	structures	structure	NOUN
fis-3050	23	11	[	[	PUNCT
fis-3050	23	12	provided	provide	VERB
fis-3050	23	13	by	by	ADP
fis-3050	23	14	the	the	DET
fis-3050	23	15	authors	author	NOUN
fis-3050	23	16	]	]	PUNCT
fis-3050	23	17	.	.	PUNCT
fis-3050	24	1	s	s	PART
fis-3050	24	2	a.	a.	NOUN
fis-3050	24	3	arbaoui	arbaoui	PROPN
fis-3050	24	4	et	et	PROPN
fis-3050	24	5	alii	alii	PROPN
fis-3050	24	6	,	,	PUNCT
fis-3050	24	7	frattura	frattura	PROPN
fis-3050	24	8	ed	ed	PROPN
fis-3050	24	9	integrità	integrità	PROPN
fis-3050	24	10	strutturale	strutturale	PROPN
fis-3050	24	11	,	,	PUNCT
fis-3050	24	12	58	58	NUM
fis-3050	24	13	(	(	PUNCT
fis-3050	24	14	2021	2021	NUM
fis-3050	24	15	)	)	PUNCT
fis-3050	24	16	33	33	NUM
fis-3050	24	17	-	-	SYM
fis-3050	24	18	47	47	NUM
fis-3050	24	19	;	;	PUNCT
fis-3050	24	20	doi	doi	NOUN
fis-3050	24	21	:	:	PUNCT
fis-3050	24	22	10.3221	10.3221	NUM
fis-3050	24	23	/	/	SYM
fis-3050	24	24	igf	igf	PROPN
fis-3050	24	25	-	-	ADJ
fis-3050	24	26	esis.58.03	esis.58.03	ADJ
fis-3050	24	27	35	35	NUM
fis-3050	24	28	visual	visual	ADJ
fis-3050	24	29	inspection	inspection	NOUN
fis-3050	24	30	of	of	ADP
fis-3050	24	31	civil	civil	ADJ
fis-3050	24	32	engineering	engineering	NOUN
fis-3050	24	33	structures	structure	NOUN
fis-3050	24	34	is	be	AUX
fis-3050	24	35	now	now	ADV
fis-3050	24	36	complemented	complement	VERB
fis-3050	24	37	by	by	ADP
fis-3050	24	38	high	high	ADJ
fis-3050	24	39	-	-	PUNCT
fis-3050	24	40	performance	performance	NOUN
fis-3050	24	41	,	,	PUNCT
fis-3050	24	42	high	high	ADJ
fis-3050	24	43	-	-	PUNCT
fis-3050	24	44	definition	definition	NOUN
fis-3050	24	45	scanner	scanner	NOUN
fis-3050	24	46	or	or	CCONJ
fis-3050	24	47	photogrammetry	photogrammetry	NOUN
fis-3050	24	48	surveys	survey	NOUN
fis-3050	24	49	,	,	PUNCT
fis-3050	24	50	and	and	CCONJ
fis-3050	24	51	artificial	artificial	ADJ
fis-3050	24	52	intelligence	intelligence	NOUN
fis-3050	24	53	(	(	PUNCT
fis-3050	24	54	ai	ai	NOUN
fis-3050	24	55	)	)	PUNCT
fis-3050	24	56	,	,	PUNCT
fis-3050	24	57	in	in	ADP
fis-3050	24	58	particular	particular	ADJ
fis-3050	24	59	deep	deep	ADJ
fis-3050	24	60	neural	neural	ADJ
fis-3050	24	61	networks	network	NOUN
fis-3050	24	62	,	,	PUNCT
fis-3050	24	63	can	can	AUX
fis-3050	24	64	detect	detect	VERB
fis-3050	24	65	defects	defect	NOUN
fis-3050	24	66	,	,	PUNCT
fis-3050	24	67	classify	classify	VERB
fis-3050	24	68	them	they	PRON
fis-3050	24	69	and	and	CCONJ
fis-3050	24	70	propose	propose	VERB
fis-3050	24	71	a	a	DET
fis-3050	24	72	diagnosis	diagnosis	NOUN
fis-3050	24	73	.	.	PUNCT
fis-3050	25	1	the	the	DET
fis-3050	25	2	internet	internet	NOUN
fis-3050	25	3	of	of	ADP
fis-3050	25	4	things	thing	NOUN
fis-3050	25	5	(	(	PUNCT
fis-3050	25	6	iot	iot	NOUN
fis-3050	25	7	)	)	PUNCT
fis-3050	25	8	and	and	CCONJ
fis-3050	25	9	new	new	ADJ
fis-3050	25	10	generations	generation	NOUN
fis-3050	25	11	of	of	ADP
fis-3050	25	12	sensors	sensor	NOUN
fis-3050	25	13	(	(	PUNCT
fis-3050	25	14	e.g.	e.g.	ADV
fis-3050	25	15	fissurometers	fissurometer	NOUN
fis-3050	25	16	,	,	PUNCT
fis-3050	25	17	inclinometers	inclinometer	NOUN
fis-3050	25	18	)	)	PUNCT
fis-3050	25	19	make	make	VERB
fis-3050	25	20	it	it	PRON
fis-3050	25	21	possible	possible	ADJ
fis-3050	25	22	to	to	PART
fis-3050	25	23	instrument	instrument	VERB
fis-3050	25	24	infrastructure	infrastructure	NOUN
fis-3050	25	25	and	and	CCONJ
fis-3050	25	26	continuously	continuously	ADV
fis-3050	25	27	monitor	monitor	VERB
fis-3050	25	28	a	a	DET
fis-3050	25	29	number	number	NOUN
fis-3050	25	30	of	of	ADP
fis-3050	25	31	structural	structural	ADJ
fis-3050	25	32	health	health	NOUN
fis-3050	25	33	indicators	indicator	NOUN
fis-3050	25	34	from	from	ADP
fis-3050	25	35	24/7	24/7	NUM
fis-3050	25	36	control	control	NOUN
fis-3050	25	37	centers	center	NOUN
fis-3050	25	38	[	[	X
fis-3050	25	39	6	6	NUM
fis-3050	25	40	]	]	PUNCT
fis-3050	25	41	.	.	PUNCT
fis-3050	26	1	there	there	PRON
fis-3050	26	2	are	be	VERB
fis-3050	26	3	many	many	ADJ
fis-3050	26	4	methods	method	NOUN
fis-3050	26	5	to	to	PART
fis-3050	26	6	evaluate	evaluate	VERB
fis-3050	26	7	the	the	DET
fis-3050	26	8	detection	detection	NOUN
fis-3050	26	9	of	of	ADP
fis-3050	26	10	anomalies	anomaly	NOUN
fis-3050	26	11	in	in	ADP
fis-3050	26	12	materials	material	NOUN
fis-3050	26	13	or	or	CCONJ
fis-3050	26	14	components	component	NOUN
fis-3050	26	15	of	of	ADP
fis-3050	26	16	a	a	DET
fis-3050	26	17	civil	civil	ADJ
fis-3050	26	18	engineering	engineering	NOUN
fis-3050	26	19	structure	structure	NOUN
fis-3050	26	20	.	.	PUNCT
fis-3050	27	1	non	non	ADJ
fis-3050	27	2	-	-	ADJ
fis-3050	27	3	destructive	destructive	ADJ
fis-3050	27	4	testing	testing	NOUN
fis-3050	27	5	(	(	PUNCT
fis-3050	27	6	ndt	ndt	PROPN
fis-3050	27	7	)	)	PUNCT
fis-3050	27	8	,	,	PUNCT
fis-3050	27	9	which	which	PRON
fis-3050	27	10	is	be	AUX
fis-3050	27	11	a	a	DET
fis-3050	27	12	long	long	ADV
fis-3050	27	13	-	-	PUNCT
fis-3050	27	14	standing	stand	VERB
fis-3050	27	15	,	,	PUNCT
fis-3050	27	16	common	common	ADJ
fis-3050	27	17	and	and	CCONJ
fis-3050	27	18	mandatory	mandatory	ADJ
fis-3050	27	19	practice	practice	NOUN
fis-3050	27	20	in	in	ADP
fis-3050	27	21	many	many	ADJ
fis-3050	27	22	industries	industry	NOUN
fis-3050	27	23	such	such	ADJ
fis-3050	27	24	as	as	ADP
fis-3050	27	25	aeronautics	aeronautic	NOUN
fis-3050	27	26	or	or	CCONJ
fis-3050	27	27	aerospace	aerospace	NOUN
fis-3050	27	28	,	,	PUNCT
fis-3050	27	29	is	be	AUX
fis-3050	27	30	an	an	DET
fis-3050	27	31	important	important	ADJ
fis-3050	27	32	category	category	NOUN
fis-3050	27	33	[	[	X
fis-3050	27	34	10	10	NUM
fis-3050	27	35	]	]	PUNCT
fis-3050	27	36	.	.	PUNCT
fis-3050	28	1	ndt	ndt	PROPN
fis-3050	28	2	methods	method	NOUN
fis-3050	28	3	consist	consist	VERB
fis-3050	28	4	in	in	ADP
fis-3050	28	5	causing	cause	VERB
fis-3050	28	6	a	a	DET
fis-3050	28	7	disturbance	disturbance	NOUN
fis-3050	28	8	in	in	ADP
fis-3050	28	9	the	the	DET
fis-3050	28	10	material	material	NOUN
fis-3050	28	11	to	to	PART
fis-3050	28	12	be	be	AUX
fis-3050	28	13	studied	study	VERB
fis-3050	28	14	,	,	PUNCT
fis-3050	28	15	here	here	ADV
fis-3050	28	16	of	of	ADP
fis-3050	28	17	an	an	DET
fis-3050	28	18	ultrasonic	ultrasonic	ADJ
fis-3050	28	19	nature	nature	NOUN
fis-3050	28	20	,	,	PUNCT
fis-3050	28	21	and	and	CCONJ
fis-3050	28	22	recording	record	VERB
fis-3050	28	23	its	its	PRON
fis-3050	28	24	response	response	NOUN
fis-3050	28	25	.	.	PUNCT
fis-3050	29	1	this	this	DET
fis-3050	29	2	response	response	NOUN
fis-3050	29	3	to	to	ADP
fis-3050	29	4	the	the	DET
fis-3050	29	5	ultrasonic	ultrasonic	ADJ
fis-3050	29	6	excitation	excitation	NOUN
fis-3050	29	7	is	be	AUX
fis-3050	29	8	a	a	DET
fis-3050	29	9	function	function	NOUN
fis-3050	29	10	of	of	ADP
fis-3050	29	11	the	the	DET
fis-3050	29	12	state	state	NOUN
fis-3050	29	13	of	of	ADP
fis-3050	29	14	the	the	DET
fis-3050	29	15	material	material	NOUN
fis-3050	29	16	or	or	CCONJ
fis-3050	29	17	the	the	DET
fis-3050	29	18	component	component	NOUN
fis-3050	29	19	of	of	ADP
fis-3050	29	20	the	the	DET
fis-3050	29	21	structure	structure	NOUN
fis-3050	29	22	to	to	PART
fis-3050	29	23	be	be	AUX
fis-3050	29	24	controlled	control	VERB
fis-3050	29	25	.	.	PUNCT
fis-3050	30	1	these	these	DET
fis-3050	30	2	techniques	technique	NOUN
fis-3050	30	3	are	be	AUX
fis-3050	30	4	therefore	therefore	ADV
fis-3050	30	5	important	important	ADJ
fis-3050	30	6	tools	tool	NOUN
fis-3050	30	7	to	to	PART
fis-3050	30	8	help	help	VERB
fis-3050	30	9	detect	detect	VERB
fis-3050	30	10	cracks	crack	NOUN
fis-3050	30	11	,	,	PUNCT
fis-3050	30	12	characterize	characterize	VERB
fis-3050	30	13	the	the	DET
fis-3050	30	14	degree	degree	NOUN
fis-3050	30	15	of	of	ADP
fis-3050	30	16	corrosion	corrosion	NOUN
fis-3050	30	17	of	of	ADP
fis-3050	30	18	reinforcement	reinforcement	NOUN
fis-3050	30	19	in	in	ADP
fis-3050	30	20	reinforced	reinforce	VERB
fis-3050	30	21	concrete	concrete	NOUN
fis-3050	30	22	,	,	PUNCT
fis-3050	30	23	determine	determine	VERB
fis-3050	30	24	the	the	DET
fis-3050	30	25	thickness	thickness	NOUN
fis-3050	30	26	of	of	ADP
fis-3050	30	27	concrete	concrete	ADJ
fis-3050	30	28	slabs	slab	NOUN
fis-3050	30	29	,	,	PUNCT
fis-3050	30	30	etc	etc	X
fis-3050	30	31	.	.	X
fis-3050	31	1	[	[	X
fis-3050	31	2	11	11	NUM
fis-3050	31	3	,	,	PUNCT
fis-3050	31	4	12	12	NUM
fis-3050	31	5	]	]	PUNCT
fis-3050	31	6	.	.	PUNCT
fis-3050	32	1	however	however	ADV
fis-3050	32	2	,	,	PUNCT
fis-3050	32	3	a	a	DET
fis-3050	32	4	critical	critical	ADJ
fis-3050	32	5	point	point	NOUN
fis-3050	32	6	of	of	ADP
fis-3050	32	7	this	this	DET
fis-3050	32	8	type	type	NOUN
fis-3050	32	9	of	of	ADP
fis-3050	32	10	method	method	NOUN
fis-3050	32	11	is	be	AUX
fis-3050	32	12	the	the	DET
fis-3050	32	13	extraction	extraction	NOUN
fis-3050	32	14	of	of	ADP
fis-3050	32	15	relevant	relevant	ADJ
fis-3050	32	16	information	information	NOUN
fis-3050	32	17	on	on	ADP
fis-3050	32	18	the	the	DET
fis-3050	32	19	state	state	NOUN
fis-3050	32	20	of	of	ADP
fis-3050	32	21	the	the	DET
fis-3050	32	22	material	material	NOUN
fis-3050	32	23	from	from	ADP
fis-3050	32	24	its	its	PRON
fis-3050	32	25	response	response	NOUN
fis-3050	32	26	.	.	PUNCT
fis-3050	33	1	multiresolution	multiresolution	NOUN
fis-3050	33	2	analysis	analysis	NOUN
fis-3050	33	3	(	(	PUNCT
fis-3050	33	4	mra	mra	NOUN
fis-3050	33	5	)	)	PUNCT
fis-3050	33	6	is	be	AUX
fis-3050	33	7	the	the	DET
fis-3050	33	8	original	original	ADJ
fis-3050	33	9	method	method	NOUN
fis-3050	33	10	implemented	implement	VERB
fis-3050	33	11	in	in	ADP
fis-3050	33	12	this	this	DET
fis-3050	33	13	work	work	NOUN
fis-3050	33	14	to	to	PART
fis-3050	33	15	extract	extract	VERB
fis-3050	33	16	this	this	DET
fis-3050	33	17	key	key	ADJ
fis-3050	33	18	information	information	NOUN
fis-3050	33	19	by	by	ADP
fis-3050	33	20	decomposing	decompose	VERB
fis-3050	33	21	the	the	DET
fis-3050	33	22	signals	signal	NOUN
fis-3050	33	23	at	at	ADP
fis-3050	33	24	different	different	ADJ
fis-3050	33	25	levels	level	NOUN
fis-3050	33	26	of	of	ADP
fis-3050	33	27	resolution	resolution	NOUN
fis-3050	33	28	.	.	PUNCT
fis-3050	34	1	in	in	ADP
fis-3050	34	2	particular	particular	ADJ
fis-3050	34	3	,	,	PUNCT
fis-3050	34	4	we	we	PRON
fis-3050	34	5	will	will	AUX
fis-3050	34	6	use	use	VERB
fis-3050	34	7	wavelets	wavelet	NOUN
fis-3050	34	8	,	,	PUNCT
fis-3050	34	9	i.e.	i.e.	X
fis-3050	34	10	an	an	DET
fis-3050	34	11	extension	extension	NOUN
fis-3050	34	12	of	of	ADP
fis-3050	34	13	fourier	fourier	ADJ
fis-3050	34	14	analysis	analysis	NOUN
fis-3050	34	15	,	,	PUNCT
fis-3050	34	16	as	as	ADP
fis-3050	34	17	an	an	DET
fis-3050	34	18	analytical	analytical	ADJ
fis-3050	34	19	tool	tool	NOUN
fis-3050	34	20	to	to	PART
fis-3050	34	21	mathematically	mathematically	ADV
fis-3050	34	22	describe	describe	VERB
fis-3050	34	23	the	the	DET
fis-3050	34	24	increment	increment	NOUN
fis-3050	34	25	of	of	ADP
fis-3050	34	26	information	information	NOUN
fis-3050	34	27	required	require	VERB
fis-3050	34	28	to	to	PART
fis-3050	34	29	move	move	VERB
fis-3050	34	30	from	from	ADP
fis-3050	34	31	a	a	DET
fis-3050	34	32	coarser	coarse	ADJ
fis-3050	34	33	approximation	approximation	NOUN
fis-3050	34	34	of	of	ADP
fis-3050	34	35	the	the	DET
fis-3050	34	36	material	material	ADJ
fis-3050	34	37	response	response	NOUN
fis-3050	34	38	to	to	ADP
fis-3050	34	39	a	a	DET
fis-3050	34	40	higher	high	ADJ
fis-3050	34	41	resolution	resolution	NOUN
fis-3050	34	42	approximation	approximation	NOUN
fis-3050	34	43	.	.	PUNCT
fis-3050	35	1	wavelet	wavelet	NOUN
fis-3050	35	2	-	-	PUNCT
fis-3050	35	3	based	base	VERB
fis-3050	35	4	multiresolution	multiresolution	NOUN
fis-3050	35	5	analysis	analysis	NOUN
fis-3050	35	6	,	,	PUNCT
fis-3050	35	7	which	which	PRON
fis-3050	35	8	has	have	AUX
fis-3050	35	9	received	receive	VERB
fis-3050	35	10	significant	significant	ADJ
fis-3050	35	11	attention	attention	NOUN
fis-3050	35	12	in	in	ADP
fis-3050	35	13	recent	recent	ADJ
fis-3050	35	14	years	year	NOUN
fis-3050	35	15	in	in	ADP
fis-3050	35	16	various	various	ADJ
fis-3050	35	17	fields	field	NOUN
fis-3050	35	18	,	,	PUNCT
fis-3050	35	19	is	be	AUX
fis-3050	35	20	therefore	therefore	ADV
fis-3050	35	21	a	a	DET
fis-3050	35	22	powerful	powerful	ADJ
fis-3050	35	23	tool	tool	NOUN
fis-3050	35	24	for	for	ADP
fis-3050	35	25	efficiently	efficiently	ADV
fis-3050	35	26	representing	represent	VERB
fis-3050	35	27	signals	signal	NOUN
fis-3050	35	28	and	and	CCONJ
fis-3050	35	29	images	image	NOUN
fis-3050	35	30	at	at	ADP
fis-3050	35	31	multiple	multiple	ADJ
fis-3050	35	32	levels	level	NOUN
fis-3050	35	33	of	of	ADP
fis-3050	35	34	detail	detail	NOUN
fis-3050	35	35	[	[	X
fis-3050	35	36	13	13	NUM
fis-3050	35	37	,	,	PUNCT
fis-3050	35	38	14	14	NUM
fis-3050	35	39	]	]	PUNCT
fis-3050	35	40	.	.	PUNCT
fis-3050	36	1	the	the	DET
fis-3050	36	2	last	last	ADJ
fis-3050	36	3	key	key	ADJ
fis-3050	36	4	point	point	NOUN
fis-3050	36	5	of	of	ADP
fis-3050	36	6	the	the	DET
fis-3050	36	7	work	work	NOUN
fis-3050	36	8	described	describe	VERB
fis-3050	36	9	in	in	ADP
fis-3050	36	10	this	this	DET
fis-3050	36	11	paper	paper	NOUN
fis-3050	36	12	is	be	AUX
fis-3050	36	13	to	to	PART
fis-3050	36	14	build	build	VERB
fis-3050	36	15	a	a	DET
fis-3050	36	16	classifier	classifier	NOUN
fis-3050	36	17	to	to	PART
fis-3050	36	18	detect	detect	VERB
fis-3050	36	19	cracks	crack	NOUN
fis-3050	36	20	from	from	ADP
fis-3050	36	21	the	the	DET
fis-3050	36	22	images	image	NOUN
fis-3050	36	23	obtained	obtain	VERB
fis-3050	36	24	at	at	ADP
fis-3050	36	25	the	the	DET
fis-3050	36	26	spatial	spatial	ADJ
fis-3050	36	27	scale	scale	NOUN
fis-3050	36	28	.	.	PUNCT
fis-3050	37	1	in	in	ADP
fis-3050	37	2	this	this	DET
fis-3050	37	3	regard	regard	NOUN
fis-3050	37	4	,	,	PUNCT
fis-3050	37	5	an	an	DET
fis-3050	37	6	automatic	automatic	ADJ
fis-3050	37	7	crack	crack	NOUN
fis-3050	37	8	type	type	NOUN
fis-3050	37	9	identification	identification	NOUN
fis-3050	37	10	scheme	scheme	NOUN
fis-3050	37	11	,	,	PUNCT
fis-3050	37	12	based	base	VERB
fis-3050	37	13	on	on	ADP
fis-3050	37	14	artificial	artificial	ADJ
fis-3050	37	15	neural	neural	ADJ
fis-3050	37	16	networks	network	NOUN
fis-3050	37	17	(	(	PUNCT
fis-3050	37	18	anns	anns	PROPN
fis-3050	37	19	)	)	PUNCT
fis-3050	37	20	,	,	PUNCT
fis-3050	37	21	is	be	AUX
fis-3050	37	22	proposed	propose	VERB
fis-3050	37	23	.	.	PUNCT
fis-3050	38	1	crack	crack	VERB
fis-3050	38	2	detection	detection	NOUN
fis-3050	38	3	techniques	technique	NOUN
fis-3050	38	4	based	base	VERB
fis-3050	38	5	on	on	ADP
fis-3050	38	6	deep	deep	ADJ
fis-3050	38	7	anns	ann	NOUN
fis-3050	38	8	,	,	PUNCT
fis-3050	38	9	i.e.	i.e.	X
fis-3050	38	10	deep	deep	ADJ
fis-3050	38	11	learning	learning	NOUN
fis-3050	38	12	,	,	PUNCT
fis-3050	38	13	are	be	AUX
fis-3050	38	14	currently	currently	ADV
fis-3050	38	15	under	under	ADP
fis-3050	38	16	active	active	ADJ
fis-3050	38	17	research	research	NOUN
fis-3050	38	18	due	due	ADP
fis-3050	38	19	to	to	ADP
fis-3050	38	20	their	their	PRON
fis-3050	38	21	renowned	renowned	ADJ
fis-3050	38	22	outstanding	outstanding	ADJ
fis-3050	38	23	performance	performance	NOUN
fis-3050	38	24	[	[	X
fis-3050	38	25	15	15	NUM
fis-3050	38	26	]	]	PUNCT
fis-3050	38	27	.	.	PUNCT
fis-3050	39	1	in	in	ADP
fis-3050	39	2	particular	particular	ADJ
fis-3050	39	3	,	,	PUNCT
fis-3050	39	4	some	some	DET
fis-3050	39	5	authors	author	NOUN
fis-3050	39	6	have	have	AUX
fis-3050	39	7	recently	recently	ADV
fis-3050	39	8	proposed	propose	VERB
fis-3050	39	9	improved	improve	VERB
fis-3050	39	10	convolutional	convolutional	ADJ
fis-3050	39	11	neural	neural	ADJ
fis-3050	39	12	networks	network	NOUN
fis-3050	39	13	(	(	PUNCT
fis-3050	39	14	cnns	cnns	PROPN
fis-3050	39	15	)	)	PUNCT
fis-3050	39	16	that	that	PRON
fis-3050	39	17	can	can	AUX
fis-3050	39	18	extract	extract	VERB
fis-3050	39	19	crack	crack	NOUN
fis-3050	39	20	patches	patch	NOUN
fis-3050	39	21	in	in	ADP
fis-3050	39	22	an	an	DET
fis-3050	39	23	image	image	NOUN
fis-3050	39	24	with	with	ADP
fis-3050	39	25	99	99	NUM
fis-3050	39	26	%	%	NOUN
fis-3050	39	27	accuracy	accuracy	NOUN
fis-3050	40	1	[	[	X
fis-3050	40	2	16	16	NUM
fis-3050	40	3	]	]	PUNCT
fis-3050	40	4	.	.	PUNCT
fis-3050	41	1	the	the	DET
fis-3050	41	2	structure	structure	NOUN
fis-3050	41	3	of	of	ADP
fis-3050	41	4	this	this	DET
fis-3050	41	5	article	article	NOUN
fis-3050	41	6	is	be	AUX
fis-3050	41	7	as	as	SCONJ
fis-3050	41	8	follows	follow	VERB
fis-3050	41	9	.	.	PUNCT
fis-3050	42	1	first	first	ADV
fis-3050	42	2	,	,	PUNCT
fis-3050	42	3	we	we	PRON
fis-3050	42	4	will	will	AUX
fis-3050	42	5	point	point	VERB
fis-3050	42	6	out	out	ADP
fis-3050	42	7	the	the	DET
fis-3050	42	8	fundamental	fundamental	ADJ
fis-3050	42	9	concepts	concept	NOUN
fis-3050	42	10	,	,	PUNCT
fis-3050	42	11	as	as	ADV
fis-3050	42	12	well	well	ADV
fis-3050	42	13	as	as	ADP
fis-3050	42	14	the	the	DET
fis-3050	42	15	experimental	experimental	ADJ
fis-3050	42	16	procedures	procedure	NOUN
fis-3050	42	17	,	,	PUNCT
fis-3050	42	18	associated	associate	VERB
fis-3050	42	19	with	with	ADP
fis-3050	42	20	each	each	PRON
fis-3050	42	21	of	of	ADP
fis-3050	42	22	the	the	DET
fis-3050	42	23	three	three	NUM
fis-3050	42	24	key	key	ADJ
fis-3050	42	25	points	point	NOUN
fis-3050	42	26	of	of	ADP
fis-3050	42	27	the	the	DET
fis-3050	42	28	method	method	NOUN
fis-3050	42	29	proposed	propose	VERB
fis-3050	42	30	here	here	ADV
fis-3050	42	31	:	:	PUNCT
fis-3050	42	32	non	non	ADJ
fis-3050	42	33	-	-	ADJ
fis-3050	42	34	destructive	destructive	ADJ
fis-3050	42	35	ultrasonic	ultrasonic	ADJ
fis-3050	42	36	testing	testing	NOUN
fis-3050	42	37	to	to	PART
fis-3050	42	38	obtain	obtain	VERB
fis-3050	42	39	an	an	DET
fis-3050	42	40	ultrasonic	ultrasonic	ADJ
fis-3050	42	41	signal	signal	NOUN
fis-3050	42	42	identifying	identify	VERB
fis-3050	42	43	the	the	DET
fis-3050	42	44	defect	defect	NOUN
fis-3050	42	45	;	;	PUNCT
fis-3050	42	46	multiresolution	multiresolution	NOUN
fis-3050	42	47	wavelet	wavelet	NOUN
fis-3050	42	48	-	-	PUNCT
fis-3050	42	49	based	base	VERB
fis-3050	42	50	analysis	analysis	NOUN
fis-3050	42	51	to	to	PART
fis-3050	42	52	preserve	preserve	VERB
fis-3050	42	53	the	the	DET
fis-3050	42	54	important	important	ADJ
fis-3050	42	55	elements	element	NOUN
fis-3050	42	56	of	of	ADP
fis-3050	42	57	the	the	DET
fis-3050	42	58	signal	signal	NOUN
fis-3050	42	59	,	,	PUNCT
fis-3050	42	60	i.e.	i.e.	X
fis-3050	42	61	the	the	DET
fis-3050	42	62	cracks	crack	NOUN
fis-3050	42	63	,	,	PUNCT
fis-3050	42	64	at	at	ADP
fis-3050	42	65	high	high	ADJ
fis-3050	42	66	resolution	resolution	NOUN
fis-3050	42	67	and	and	CCONJ
fis-3050	42	68	produce	produce	VERB
fis-3050	42	69	a	a	DET
fis-3050	42	70	scalogram	scalogram	NOUN
fis-3050	42	71	localizing	localize	VERB
fis-3050	42	72	the	the	DET
fis-3050	42	73	defect	defect	NOUN
fis-3050	42	74	;	;	PUNCT
fis-3050	42	75	and	and	CCONJ
fis-3050	42	76	finally	finally	ADV
fis-3050	42	77	classification	classification	NOUN
fis-3050	42	78	by	by	ADP
fis-3050	42	79	cnns	cnn	NOUN
fis-3050	42	80	.	.	PUNCT
fis-3050	43	1	the	the	DET
fis-3050	43	2	results	result	NOUN
fis-3050	43	3	obtained	obtain	VERB
fis-3050	43	4	will	will	AUX
fis-3050	43	5	then	then	ADV
fis-3050	43	6	be	be	AUX
fis-3050	43	7	analyzed	analyze	VERB
fis-3050	43	8	and	and	CCONJ
fis-3050	43	9	discussed	discuss	VERB
fis-3050	43	10	.	.	PUNCT
fis-3050	44	1	finally	finally	ADV
fis-3050	44	2	,	,	PUNCT
fis-3050	44	3	we	we	PRON
fis-3050	44	4	will	will	AUX
fis-3050	44	5	emphasize	emphasize	VERB
fis-3050	44	6	the	the	DET
fis-3050	44	7	originality	originality	NOUN
fis-3050	44	8	of	of	ADP
fis-3050	44	9	this	this	DET
fis-3050	44	10	work	work	NOUN
fis-3050	44	11	,	,	PUNCT
fis-3050	44	12	namely	namely	ADV
fis-3050	44	13	the	the	DET
fis-3050	44	14	multiresolution	multiresolution	NOUN
fis-3050	44	15	analysis	analysis	NOUN
fis-3050	44	16	based	base	VERB
fis-3050	44	17	on	on	ADP
fis-3050	44	18	wavelets	wavelet	NOUN
fis-3050	44	19	,	,	PUNCT
fis-3050	44	20	as	as	ADP
fis-3050	44	21	input	input	NOUN
fis-3050	44	22	to	to	ADP
fis-3050	44	23	the	the	DET
fis-3050	44	24	deep	deep	ADJ
fis-3050	44	25	neural	neural	ADJ
fis-3050	44	26	network	network	NOUN
fis-3050	44	27	,	,	PUNCT
fis-3050	44	28	which	which	PRON
fis-3050	44	29	allows	allow	VERB
fis-3050	44	30	us	we	PRON
fis-3050	44	31	to	to	PART
fis-3050	44	32	obtain	obtain	VERB
fis-3050	44	33	a	a	DET
fis-3050	44	34	high	high	ADJ
fis-3050	44	35	level	level	NOUN
fis-3050	44	36	of	of	ADP
fis-3050	44	37	classification	classification	NOUN
fis-3050	44	38	accuracy	accuracy	NOUN
fis-3050	44	39	,	,	PUNCT
fis-3050	44	40	independently	independently	ADV
fis-3050	44	41	of	of	ADP
fis-3050	44	42	the	the	DET
fis-3050	44	43	chosen	choose	VERB
fis-3050	44	44	cnn	cnn	PROPN
fis-3050	44	45	architecture	architecture	NOUN
fis-3050	44	46	.	.	PUNCT
fis-3050	45	1	research	research	NOUN
fis-3050	45	2	significance	significance	NOUN
fis-3050	45	3	and	and	CCONJ
fis-3050	45	4	proposed	propose	VERB
fis-3050	45	5	methodology	methodology	NOUN
fis-3050	45	6	research	research	NOUN
fis-3050	45	7	signification	signification	NOUN
fis-3050	45	8	his	his	PRON
fis-3050	45	9	work	work	NOUN
fis-3050	45	10	solves	solve	VERB
fis-3050	45	11	the	the	DET
fis-3050	45	12	important	important	ADJ
fis-3050	45	13	problem	problem	NOUN
fis-3050	45	14	of	of	ADP
fis-3050	45	15	detecting	detect	VERB
fis-3050	45	16	the	the	DET
fis-3050	45	17	onset	onset	NOUN
fis-3050	45	18	of	of	ADP
fis-3050	45	19	cracks	crack	NOUN
fis-3050	45	20	inside	inside	ADP
fis-3050	45	21	concrete	concrete	ADJ
fis-3050	45	22	structures	structure	NOUN
fis-3050	45	23	.	.	PUNCT
fis-3050	46	1	these	these	DET
fis-3050	46	2	cracks	crack	NOUN
fis-3050	46	3	are	be	AUX
fis-3050	46	4	optically	optically	ADV
fis-3050	46	5	invisible	invisible	ADJ
fis-3050	46	6	from	from	ADP
fis-3050	46	7	the	the	DET
fis-3050	46	8	outside	outside	NOUN
fis-3050	46	9	and	and	CCONJ
fis-3050	46	10	may	may	AUX
fis-3050	46	11	propagate	propagate	VERB
fis-3050	46	12	unexpectedly	unexpectedly	ADV
fis-3050	46	13	until	until	ADP
fis-3050	46	14	structure	structure	NOUN
fis-3050	46	15	failure	failure	NOUN
fis-3050	46	16	.	.	PUNCT
fis-3050	47	1	in	in	ADP
fis-3050	47	2	some	some	DET
fis-3050	47	3	sensitive	sensitive	ADJ
fis-3050	47	4	infrastructures	infrastructure	NOUN
fis-3050	47	5	,	,	PUNCT
fis-3050	47	6	such	such	ADJ
fis-3050	47	7	as	as	ADP
fis-3050	47	8	nuclear	nuclear	ADJ
fis-3050	47	9	power	power	NOUN
fis-3050	47	10	plants	plant	NOUN
fis-3050	47	11	,	,	PUNCT
fis-3050	47	12	dams	dam	NOUN
fis-3050	47	13	or	or	CCONJ
fis-3050	47	14	bridges	bridge	NOUN
fis-3050	47	15	,	,	PUNCT
fis-3050	47	16	a	a	DET
fis-3050	47	17	concrete	concrete	ADJ
fis-3050	47	18	failure	failure	NOUN
fis-3050	47	19	can	can	AUX
fis-3050	47	20	lead	lead	VERB
fis-3050	47	21	to	to	ADP
fis-3050	47	22	very	very	ADV
fis-3050	47	23	serious	serious	ADJ
fis-3050	47	24	disasters	disaster	NOUN
fis-3050	47	25	.	.	PUNCT
fis-3050	48	1	although	although	SCONJ
fis-3050	48	2	this	this	DET
fis-3050	48	3	type	type	NOUN
fis-3050	48	4	of	of	ADP
fis-3050	48	5	disaster	disaster	NOUN
fis-3050	48	6	remains	remain	VERB
fis-3050	48	7	unusual	unusual	ADJ
fis-3050	48	8	,	,	PUNCT
fis-3050	48	9	each	each	DET
fis-3050	48	10	occurrence	occurrence	NOUN
fis-3050	48	11	can	can	AUX
fis-3050	48	12	generate	generate	VERB
fis-3050	48	13	serious	serious	ADJ
fis-3050	48	14	human	human	ADJ
fis-3050	48	15	,	,	PUNCT
fis-3050	48	16	environmental	environmental	ADJ
fis-3050	48	17	and	and	CCONJ
fis-3050	48	18	technical	technical	ADJ
fis-3050	48	19	consequences	consequence	NOUN
fis-3050	48	20	.	.	PUNCT
fis-3050	49	1	this	this	PRON
fis-3050	49	2	is	be	AUX
fis-3050	49	3	why	why	SCONJ
fis-3050	49	4	it	it	PRON
fis-3050	49	5	is	be	AUX
fis-3050	49	6	important	important	ADJ
fis-3050	49	7	to	to	PART
fis-3050	49	8	have	have	VERB
fis-3050	49	9	a	a	DET
fis-3050	49	10	protocol	protocol	NOUN
fis-3050	49	11	for	for	ADP
fis-3050	49	12	detecting	detect	VERB
fis-3050	49	13	and	and	CCONJ
fis-3050	49	14	monitoring	monitoring	NOUN
fis-3050	49	15	cracks	crack	NOUN
fis-3050	49	16	in	in	ADP
fis-3050	49	17	their	their	PRON
fis-3050	49	18	early	early	ADJ
fis-3050	49	19	stages	stage	NOUN
fis-3050	49	20	in	in	ADP
fis-3050	49	21	order	order	NOUN
fis-3050	49	22	to	to	PART
fis-3050	49	23	secure	secure	VERB
fis-3050	49	24	structures	structure	NOUN
fis-3050	49	25	of	of	ADP
fis-3050	49	26	vital	vital	ADJ
fis-3050	49	27	interest	interest	NOUN
fis-3050	49	28	.	.	PUNCT
fis-3050	50	1	what	what	PRON
fis-3050	50	2	is	be	AUX
fis-3050	50	3	interesting	interesting	ADJ
fis-3050	50	4	is	be	AUX
fis-3050	50	5	to	to	PART
fis-3050	50	6	know	know	VERB
fis-3050	50	7	the	the	DET
fis-3050	50	8	cost	cost	NOUN
fis-3050	50	9	of	of	ADP
fis-3050	50	10	our	our	PRON
fis-3050	50	11	proposed	propose	VERB
fis-3050	50	12	protocol	protocol	NOUN
fis-3050	50	13	to	to	PART
fis-3050	50	14	practically	practically	ADV
fis-3050	50	15	evaluate	evaluate	VERB
fis-3050	50	16	its	its	PRON
fis-3050	50	17	implementation	implementation	NOUN
fis-3050	50	18	in	in	ADP
fis-3050	50	19	the	the	DET
fis-3050	50	20	field	field	NOUN
fis-3050	50	21	.	.	PUNCT
fis-3050	51	1	the	the	DET
fis-3050	51	2	cost	cost	NOUN
fis-3050	51	3	of	of	ADP
fis-3050	51	4	our	our	PRON
fis-3050	51	5	investigations	investigation	NOUN
fis-3050	51	6	is	be	AUX
fis-3050	51	7	low	low	ADJ
fis-3050	51	8	since	since	SCONJ
fis-3050	51	9	all	all	PRON
fis-3050	51	10	that	that	PRON
fis-3050	51	11	is	be	AUX
fis-3050	51	12	required	require	VERB
fis-3050	51	13	is	be	AUX
fis-3050	51	14	an	an	DET
fis-3050	51	15	on	on	ADP
fis-3050	51	16	-	-	PUNCT
fis-3050	51	17	site	site	NOUN
fis-3050	51	18	portable	portable	ADJ
fis-3050	51	19	ultrasonic	ultrasonic	ADJ
fis-3050	51	20	device	device	NOUN
fis-3050	51	21	and	and	CCONJ
fis-3050	51	22	an	an	DET
fis-3050	51	23	ordinary	ordinary	ADJ
fis-3050	51	24	processor	processor	NOUN
fis-3050	51	25	,	,	PUNCT
fis-3050	51	26	either	either	CCONJ
fis-3050	51	27	a	a	DET
fis-3050	51	28	dsp	dsp	NOUN
fis-3050	51	29	card	card	NOUN
fis-3050	51	30	or	or	CCONJ
fis-3050	51	31	a	a	DET
fis-3050	51	32	laptop	laptop	NOUN
fis-3050	51	33	computer	computer	NOUN
fis-3050	51	34	since	since	SCONJ
fis-3050	51	35	we	we	PRON
fis-3050	51	36	are	be	AUX
fis-3050	51	37	implementing	implement	VERB
fis-3050	51	38	an	an	DET
fis-3050	51	39	architecture	architecture	NOUN
fis-3050	51	40	that	that	PRON
fis-3050	51	41	has	have	AUX
fis-3050	51	42	already	already	ADV
fis-3050	51	43	learned	learn	VERB
fis-3050	51	44	to	to	PART
fis-3050	51	45	detect	detect	VERB
fis-3050	51	46	and	and	CCONJ
fis-3050	51	47	track	track	VERB
fis-3050	51	48	possible	possible	ADJ
fis-3050	51	49	internal	internal	ADJ
fis-3050	51	50	cracks	crack	NOUN
fis-3050	51	51	or	or	CCONJ
fis-3050	51	52	the	the	DET
fis-3050	51	53	beginnings	beginning	NOUN
fis-3050	51	54	of	of	ADP
fis-3050	51	55	cracks	crack	NOUN
fis-3050	51	56	.	.	PUNCT
fis-3050	52	1	to	to	PART
fis-3050	52	2	quantify	quantify	VERB
fis-3050	52	3	the	the	DET
fis-3050	52	4	hardware	hardware	NOUN
fis-3050	52	5	implementation	implementation	NOUN
fis-3050	52	6	of	of	ADP
fis-3050	52	7	our	our	PRON
fis-3050	52	8	approach	approach	NOUN
fis-3050	52	9	,	,	PUNCT
fis-3050	52	10	we	we	PRON
fis-3050	52	11	recall	recall	VERB
fis-3050	52	12	the	the	DET
fis-3050	52	13	instruments	instrument	NOUN
fis-3050	52	14	used	use	VERB
fis-3050	52	15	:	:	PUNCT
fis-3050	52	16	the	the	DET
fis-3050	52	17	instrument	instrument	NOUN
fis-3050	52	18	used	use	VERB
fis-3050	52	19	is	be	AUX
fis-3050	52	20	the	the	DET
fis-3050	52	21	pundit	pundit	NOUN
fis-3050	52	22	pl-200	pl-200	PROPN
fis-3050	52	23	.	.	PUNCT
fis-3050	53	1	it	it	PRON
fis-3050	53	2	allows	allow	VERB
fis-3050	53	3	first	first	ADJ
fis-3050	53	4	class	class	NOUN
fis-3050	53	5	ultrasonic	ultrasonic	ADJ
fis-3050	53	6	pulse	pulse	NOUN
fis-3050	53	7	velocity	velocity	NOUN
fis-3050	53	8	tests	test	NOUN
fis-3050	53	9	to	to	PART
fis-3050	53	10	examine	examine	VERB
fis-3050	53	11	the	the	DET
fis-3050	53	12	quality	quality	NOUN
fis-3050	53	13	of	of	ADP
fis-3050	53	14	concrete	concrete	NOUN
fis-3050	53	15	:	:	PUNCT
fis-3050	53	16	to	to	PART
fis-3050	53	17	estimate	estimate	VERB
fis-3050	53	18	the	the	DET
fis-3050	53	19	compressive	compressive	ADJ
fis-3050	53	20	strength	strength	NOUN
fis-3050	53	21	of	of	ADP
fis-3050	53	22	concrete	concrete	NOUN
fis-3050	53	23	or	or	CCONJ
fis-3050	53	24	to	to	PART
fis-3050	53	25	measure	measure	VERB
fis-3050	53	26	the	the	DET
fis-3050	53	27	surface	surface	NOUN
fis-3050	53	28	velocity	velocity	NOUN
fis-3050	53	29	and	and	CCONJ
fis-3050	53	30	the	the	DET
fis-3050	53	31	depth	depth	NOUN
fis-3050	53	32	of	of	ADP
fis-3050	53	33	cracks	crack	NOUN
fis-3050	53	34	.	.	PUNCT
fis-3050	54	1	our	our	PRON
fis-3050	54	2	software	software	NOUN
fis-3050	54	3	supports	support	VERB
fis-3050	54	4	settings	setting	NOUN
fis-3050	54	5	directly	directly	ADV
fis-3050	54	6	accessible	accessible	ADJ
fis-3050	54	7	in	in	ADP
fis-3050	54	8	real	real	ADJ
fis-3050	54	9	time	time	NOUN
fis-3050	54	10	from	from	ADP
fis-3050	54	11	the	the	DET
fis-3050	54	12	measurement	measurement	NOUN
fis-3050	54	13	screen	screen	NOUN
fis-3050	54	14	.	.	PUNCT
fis-3050	55	1	the	the	DET
fis-3050	55	2	developed	develop	VERB
fis-3050	55	3	software	software	NOUN
fis-3050	55	4	is	be	AUX
fis-3050	55	5	implemented	implement	VERB
fis-3050	55	6	on	on	ADP
fis-3050	55	7	an	an	DET
fis-3050	55	8	electronic	electronic	ADJ
fis-3050	55	9	board	board	NOUN
fis-3050	55	10	with	with	ADP
fis-3050	55	11	dsp	dsp	NOUN
fis-3050	55	12	or	or	CCONJ
fis-3050	55	13	directly	directly	ADV
fis-3050	55	14	implemented	implement	VERB
fis-3050	55	15	in	in	ADP
fis-3050	55	16	a	a	DET
fis-3050	55	17	laptop	laptop	NOUN
fis-3050	55	18	.	.	PUNCT
fis-3050	56	1	the	the	DET
fis-3050	56	2	global	global	ADJ
fis-3050	56	3	cost	cost	NOUN
fis-3050	56	4	of	of	ADP
fis-3050	56	5	all	all	DET
fis-3050	56	6	this	this	DET
fis-3050	56	7	instrumentation	instrumentation	NOUN
fis-3050	56	8	is	be	AUX
fis-3050	56	9	about	about	ADP
fis-3050	56	10	$	$	SYM
fis-3050	56	11	5,000.00	5,000.00	NUM
fis-3050	56	12	.	.	PUNCT
fis-3050	57	1	t	t	PROPN
fis-3050	57	2	a.	a.	PROPN
fis-3050	57	3	arbaoui	arbaoui	PROPN
fis-3050	57	4	et	et	PROPN
fis-3050	57	5	alii	alii	PROPN
fis-3050	57	6	,	,	PUNCT
fis-3050	57	7	frattura	frattura	PROPN
fis-3050	57	8	ed	ed	PROPN
fis-3050	57	9	integrità	integrità	PROPN
fis-3050	57	10	strutturale	strutturale	PROPN
fis-3050	57	11	,	,	PUNCT
fis-3050	57	12	58	58	NUM
fis-3050	57	13	(	(	PUNCT
fis-3050	57	14	2021	2021	NUM
fis-3050	57	15	)	)	PUNCT
fis-3050	57	16	33	33	NUM
fis-3050	57	17	-	-	SYM
fis-3050	57	18	47	47	NUM
fis-3050	57	19	;	;	PUNCT
fis-3050	57	20	doi	doi	NOUN
fis-3050	57	21	:	:	PUNCT
fis-3050	57	22	10.3221	10.3221	NUM
fis-3050	57	23	/	/	SYM
fis-3050	57	24	igf	igf	PROPN
fis-3050	57	25	-	-	ADJ
fis-3050	57	26	esis.58.03	esis.58.03	PROPN
fis-3050	57	27	36	36	NUM
fis-3050	57	28	methodology	methodology	NOUN
fis-3050	57	29	the	the	DET
fis-3050	57	30	methodology	methodology	NOUN
fis-3050	57	31	implemented	implement	VERB
fis-3050	57	32	in	in	ADP
fis-3050	57	33	this	this	DET
fis-3050	57	34	paper	paper	NOUN
fis-3050	57	35	is	be	AUX
fis-3050	57	36	composed	compose	VERB
fis-3050	57	37	of	of	ADP
fis-3050	57	38	three	three	NUM
fis-3050	57	39	main	main	ADJ
fis-3050	57	40	steps	step	NOUN
fis-3050	57	41	(	(	PUNCT
fis-3050	57	42	see	see	VERB
fis-3050	57	43	figure	figure	NOUN
fis-3050	57	44	2	2	NUM
fis-3050	57	45	)	)	PUNCT
fis-3050	57	46	that	that	SCONJ
fis-3050	57	47	we	we	PRON
fis-3050	57	48	will	will	AUX
fis-3050	57	49	detail	detail	VERB
fis-3050	57	50	in	in	ADP
fis-3050	57	51	the	the	DET
fis-3050	57	52	rest	rest	NOUN
fis-3050	57	53	of	of	ADP
fis-3050	57	54	this	this	DET
fis-3050	57	55	section	section	NOUN
fis-3050	57	56	.	.	PUNCT
fis-3050	58	1	the	the	DET
fis-3050	58	2	objective	objective	NOUN
fis-3050	58	3	of	of	ADP
fis-3050	58	4	the	the	DET
fis-3050	58	5	proposed	propose	VERB
fis-3050	58	6	methodology	methodology	NOUN
fis-3050	58	7	is	be	AUX
fis-3050	58	8	the	the	DET
fis-3050	58	9	detection	detection	NOUN
fis-3050	58	10	and	and	CCONJ
fis-3050	58	11	monitoring	monitoring	NOUN
fis-3050	58	12	of	of	ADP
fis-3050	58	13	internal	internal	ADJ
fis-3050	58	14	cracks	crack	NOUN
fis-3050	58	15	in	in	ADP
fis-3050	58	16	concrete	concrete	ADJ
fis-3050	58	17	structures	structure	NOUN
fis-3050	58	18	.	.	PUNCT
fis-3050	59	1	such	such	ADJ
fis-3050	59	2	cracks	crack	NOUN
fis-3050	59	3	will	will	AUX
fis-3050	59	4	be	be	AUX
fis-3050	59	5	detected	detect	VERB
fis-3050	59	6	by	by	ADP
fis-3050	59	7	ultrasonic	ultrasonic	ADJ
fis-3050	59	8	ndt	ndt	PROPN
fis-3050	59	9	and	and	CCONJ
fis-3050	59	10	analyzed	analyze	VERB
fis-3050	59	11	by	by	ADP
fis-3050	59	12	the	the	DET
fis-3050	59	13	wavelet	wavelet	NOUN
fis-3050	59	14	transform	transform	NOUN
fis-3050	59	15	providing	provide	VERB
fis-3050	59	16	a	a	DET
fis-3050	59	17	spatially	spatially	ADV
fis-3050	59	18	scaled	scale	VERB
fis-3050	59	19	image	image	NOUN
fis-3050	59	20	allowing	allow	VERB
fis-3050	59	21	to	to	PART
fis-3050	59	22	localize	localize	VERB
fis-3050	59	23	the	the	DET
fis-3050	59	24	crack	crack	NOUN
fis-3050	59	25	in	in	ADP
fis-3050	59	26	space	space	NOUN
fis-3050	59	27	and	and	CCONJ
fis-3050	59	28	at	at	ADP
fis-3050	59	29	each	each	DET
fis-3050	59	30	resolution	resolution	NOUN
fis-3050	59	31	.	.	PUNCT
fis-3050	60	1	the	the	DET
fis-3050	60	2	resulting	result	VERB
fis-3050	60	3	multi	multi	ADJ
fis-3050	60	4	-	-	ADJ
fis-3050	60	5	resolution	resolution	ADJ
fis-3050	60	6	image	image	NOUN
fis-3050	60	7	is	be	AUX
fis-3050	60	8	then	then	ADV
fis-3050	60	9	subjected	subject	VERB
fis-3050	60	10	to	to	ADP
fis-3050	60	11	a	a	DET
fis-3050	60	12	deep	deep	ADJ
fis-3050	60	13	learning	learning	NOUN
fis-3050	60	14	-	-	PUNCT
fis-3050	60	15	based	base	VERB
fis-3050	60	16	crack	crack	NOUN
fis-3050	60	17	/	/	SYM
fis-3050	60	18	non	non	ADJ
fis-3050	60	19	-	-	ADJ
fis-3050	60	20	crack	crack	ADJ
fis-3050	60	21	classification	classification	NOUN
fis-3050	60	22	process	process	NOUN
fis-3050	60	23	(	(	PUNCT
fis-3050	60	24	alexnet	alexnet	ADJ
fis-3050	60	25	,	,	PUNCT
fis-3050	60	26	vgg16	vgg16	PROPN
fis-3050	60	27	)	)	PUNCT
fis-3050	60	28	.	.	PUNCT
fis-3050	61	1	this	this	DET
fis-3050	61	2	methodology	methodology	NOUN
fis-3050	61	3	comprises	comprise	VERB
fis-3050	61	4	three	three	NUM
fis-3050	61	5	steps	step	NOUN
fis-3050	61	6	:	:	PUNCT
fis-3050	61	7	the	the	DET
fis-3050	61	8	first	first	ADJ
fis-3050	61	9	step	step	NOUN
fis-3050	61	10	consists	consist	VERB
fis-3050	61	11	of	of	ADP
fis-3050	61	12	performing	perform	VERB
fis-3050	61	13	a	a	DET
fis-3050	61	14	non	non	ADJ
fis-3050	61	15	-	-	ADJ
fis-3050	61	16	destructive	destructive	ADJ
fis-3050	61	17	ultrasonic	ultrasonic	ADJ
fis-3050	61	18	test	test	NOUN
fis-3050	61	19	(	(	PUNCT
fis-3050	61	20	ndt	ndt	PROPN
fis-3050	61	21	)	)	PUNCT
fis-3050	61	22	on	on	ADP
fis-3050	61	23	aging	age	VERB
fis-3050	61	24	concrete	concrete	ADJ
fis-3050	61	25	samples	sample	NOUN
fis-3050	61	26	of	of	ADP
fis-3050	61	27	different	different	ADJ
fis-3050	61	28	compositions	composition	NOUN
fis-3050	61	29	.	.	PUNCT
fis-3050	62	1	the	the	DET
fis-3050	62	2	objective	objective	NOUN
fis-3050	62	3	is	be	AUX
fis-3050	62	4	to	to	PART
fis-3050	62	5	collect	collect	VERB
fis-3050	62	6	the	the	DET
fis-3050	62	7	ultrasonic	ultrasonic	ADJ
fis-3050	62	8	signal	signal	NOUN
fis-3050	62	9	received	receive	VERB
fis-3050	62	10	.	.	PUNCT
fis-3050	63	1	in	in	ADP
fis-3050	63	2	the	the	DET
fis-3050	63	3	second	second	ADJ
fis-3050	63	4	step	step	NOUN
fis-3050	63	5	,	,	PUNCT
fis-3050	63	6	a	a	DET
fis-3050	63	7	wavelet	wavelet	NOUN
fis-3050	63	8	-	-	PUNCT
fis-3050	63	9	based	base	VERB
fis-3050	63	10	multiresolution	multiresolution	NOUN
fis-3050	63	11	analysis	analysis	NOUN
fis-3050	63	12	is	be	AUX
fis-3050	63	13	conducted	conduct	VERB
fis-3050	63	14	on	on	ADP
fis-3050	63	15	the	the	DET
fis-3050	63	16	received	receive	VERB
fis-3050	63	17	ultrasound	ultrasound	NOUN
fis-3050	63	18	signal	signal	NOUN
fis-3050	63	19	.	.	PUNCT
fis-3050	64	1	this	this	PRON
fis-3050	64	2	is	be	AUX
fis-3050	64	3	the	the	DET
fis-3050	64	4	key	key	ADJ
fis-3050	64	5	step	step	NOUN
fis-3050	64	6	of	of	ADP
fis-3050	64	7	the	the	DET
fis-3050	64	8	work	work	NOUN
fis-3050	64	9	presented	present	VERB
fis-3050	64	10	in	in	ADP
fis-3050	64	11	this	this	DET
fis-3050	64	12	article	article	NOUN
fis-3050	64	13	since	since	SCONJ
fis-3050	64	14	it	it	PRON
fis-3050	64	15	will	will	AUX
fis-3050	64	16	allow	allow	VERB
fis-3050	64	17	to	to	PART
fis-3050	64	18	highlight	highlight	VERB
fis-3050	64	19	the	the	DET
fis-3050	64	20	initiation	initiation	NOUN
fis-3050	64	21	of	of	ADP
fis-3050	64	22	cracks	crack	NOUN
fis-3050	64	23	within	within	ADP
fis-3050	64	24	the	the	DET
fis-3050	64	25	material	material	NOUN
fis-3050	64	26	.	.	PUNCT
fis-3050	65	1	from	from	ADP
fis-3050	65	2	the	the	DET
fis-3050	65	3	multi	multi	ADJ
fis-3050	65	4	-	-	ADJ
fis-3050	65	5	resolution	resolution	ADJ
fis-3050	65	6	analysis	analysis	NOUN
fis-3050	65	7	,	,	PUNCT
fis-3050	65	8	a	a	DET
fis-3050	65	9	b	b	X
fis-3050	65	10	-	-	PUNCT
fis-3050	65	11	scan	scan	ADJ
fis-3050	65	12	mapping	mapping	NOUN
fis-3050	65	13	will	will	AUX
fis-3050	65	14	then	then	ADV
fis-3050	65	15	be	be	AUX
fis-3050	65	16	obtained	obtain	VERB
fis-3050	65	17	.	.	PUNCT
fis-3050	66	1	finally	finally	ADV
fis-3050	66	2	,	,	PUNCT
fis-3050	66	3	the	the	DET
fis-3050	66	4	obtained	obtain	VERB
fis-3050	66	5	image	image	NOUN
fis-3050	66	6	will	will	AUX
fis-3050	66	7	be	be	AUX
fis-3050	66	8	the	the	DET
fis-3050	66	9	input	input	NOUN
fis-3050	66	10	of	of	ADP
fis-3050	66	11	a	a	DET
fis-3050	66	12	deep	deep	ADJ
fis-3050	66	13	learning	learning	NOUN
fis-3050	66	14	algorithm	algorithm	NOUN
fis-3050	66	15	based	base	VERB
fis-3050	66	16	on	on	ADP
fis-3050	66	17	convolutional	convolutional	ADJ
fis-3050	66	18	neural	neural	ADJ
fis-3050	66	19	networks	network	NOUN
fis-3050	66	20	(	(	PUNCT
fis-3050	66	21	cnns	cnns	PROPN
fis-3050	66	22	)	)	PUNCT
fis-3050	66	23	.	.	PUNCT
fis-3050	67	1	two	two	NUM
fis-3050	67	2	well	well	ADV
fis-3050	67	3	-	-	PUNCT
fis-3050	67	4	known	know	VERB
fis-3050	67	5	architectures	architecture	NOUN
fis-3050	67	6	in	in	ADP
fis-3050	67	7	the	the	DET
fis-3050	67	8	literature	literature	NOUN
fis-3050	67	9	,	,	PUNCT
fis-3050	67	10	namely	namely	ADV
fis-3050	67	11	alexnet	alexnet	NOUN
fis-3050	67	12	and	and	CCONJ
fis-3050	67	13	vgg16	vgg16	PROPN
fis-3050	67	14	,	,	PUNCT
fis-3050	67	15	will	will	AUX
fis-3050	67	16	be	be	AUX
fis-3050	67	17	tested	test	VERB
fis-3050	67	18	.	.	PUNCT
fis-3050	68	1	alexnet	alexnet	PROPN
fis-3050	68	2	won	win	VERB
fis-3050	68	3	the	the	DET
fis-3050	68	4	imagenet	imagenet	NOUN
fis-3050	68	5	competition	competition	NOUN
fis-3050	68	6	in	in	ADP
fis-3050	68	7	2012	2012	NUM
fis-3050	68	8	,	,	PUNCT
fis-3050	68	9	and	and	CCONJ
fis-3050	68	10	vgg16	vgg16	NOUN
fis-3050	68	11	won	win	VERB
fis-3050	68	12	the	the	DET
fis-3050	68	13	same	same	ADJ
fis-3050	68	14	competition	competition	NOUN
fis-3050	68	15	in	in	ADP
fis-3050	68	16	2014	2014	NUM
fis-3050	68	17	.	.	PUNCT
fis-3050	69	1	these	these	PRON
fis-3050	69	2	are	be	AUX
fis-3050	69	3	the	the	DET
fis-3050	69	4	two	two	NUM
fis-3050	69	5	networks	network	NOUN
fis-3050	69	6	that	that	PRON
fis-3050	69	7	were	be	AUX
fis-3050	69	8	used	use	VERB
fis-3050	69	9	in	in	ADP
fis-3050	69	10	our	our	PRON
fis-3050	69	11	experiments	experiment	NOUN
fis-3050	69	12	due	due	ADP
fis-3050	69	13	to	to	ADP
fis-3050	69	14	the	the	DET
fis-3050	69	15	fact	fact	NOUN
fis-3050	69	16	that	that	SCONJ
fis-3050	69	17	they	they	PRON
fis-3050	69	18	are	be	AUX
fis-3050	69	19	behind	behind	ADP
fis-3050	69	20	the	the	DET
fis-3050	69	21	explosive	explosive	ADJ
fis-3050	69	22	emergence	emergence	NOUN
fis-3050	69	23	of	of	ADP
fis-3050	69	24	deep	deep	ADJ
fis-3050	69	25	learning	learning	NOUN
fis-3050	69	26	.	.	PUNCT
fis-3050	70	1	they	they	PRON
fis-3050	70	2	will	will	AUX
fis-3050	70	3	be	be	AUX
fis-3050	70	4	the	the	DET
fis-3050	70	5	basis	basis	NOUN
fis-3050	70	6	for	for	ADP
fis-3050	70	7	evaluating	evaluate	VERB
fis-3050	70	8	the	the	DET
fis-3050	70	9	performance	performance	NOUN
fis-3050	70	10	of	of	ADP
fis-3050	70	11	our	our	PRON
fis-3050	70	12	approach	approach	NOUN
fis-3050	70	13	for	for	ADP
fis-3050	70	14	crack	crack	NOUN
fis-3050	70	15	detection	detection	NOUN
fis-3050	70	16	in	in	ADP
fis-3050	70	17	concrete	concrete	ADJ
fis-3050	70	18	structures	structure	NOUN
fis-3050	70	19	.	.	PUNCT
fis-3050	71	1	other	other	ADJ
fis-3050	71	2	neural	neural	ADJ
fis-3050	71	3	networks	network	NOUN
fis-3050	71	4	exist	exist	VERB
fis-3050	71	5	,	,	PUNCT
fis-3050	71	6	as	as	ADV
fis-3050	71	7	powerful	powerful	ADJ
fis-3050	71	8	as	as	ADP
fis-3050	71	9	alexnet	alexnet	NOUN
fis-3050	71	10	and	and	CCONJ
fis-3050	71	11	vgg16	vgg16	NOUN
fis-3050	71	12	and	and	CCONJ
fis-3050	71	13	maybe	maybe	ADV
fis-3050	71	14	more	more	ADJ
fis-3050	71	15	,	,	PUNCT
fis-3050	71	16	which	which	PRON
fis-3050	71	17	are	be	AUX
fis-3050	71	18	used	use	VERB
fis-3050	71	19	in	in	ADP
fis-3050	71	20	pattern	pattern	NOUN
fis-3050	71	21	recognition	recognition	NOUN
fis-3050	71	22	.	.	PUNCT
fis-3050	72	1	however	however	ADV
fis-3050	72	2	,	,	PUNCT
fis-3050	72	3	the	the	DET
fis-3050	72	4	goal	goal	NOUN
fis-3050	72	5	of	of	ADP
fis-3050	72	6	this	this	DET
fis-3050	72	7	work	work	NOUN
fis-3050	72	8	is	be	AUX
fis-3050	72	9	not	not	PART
fis-3050	72	10	to	to	PART
fis-3050	72	11	find	find	VERB
fis-3050	72	12	the	the	DET
fis-3050	72	13	network	network	NOUN
fis-3050	72	14	that	that	PRON
fis-3050	72	15	will	will	AUX
fis-3050	72	16	give	give	VERB
fis-3050	72	17	the	the	DET
fis-3050	72	18	best	good	ADJ
fis-3050	72	19	accuracy	accuracy	NOUN
fis-3050	72	20	in	in	ADP
fis-3050	72	21	detecting	detect	VERB
fis-3050	72	22	an	an	DET
fis-3050	72	23	internal	internal	ADJ
fis-3050	72	24	crack	crack	NOUN
fis-3050	72	25	in	in	ADP
fis-3050	72	26	concrete	concrete	NOUN
fis-3050	72	27	from	from	ADP
fis-3050	72	28	optical	optical	ADJ
fis-3050	72	29	images	image	NOUN
fis-3050	72	30	.	.	PUNCT
fis-3050	73	1	indeed	indeed	ADV
fis-3050	73	2	,	,	PUNCT
fis-3050	73	3	the	the	DET
fis-3050	73	4	aim	aim	NOUN
fis-3050	73	5	is	be	AUX
fis-3050	73	6	to	to	PART
fis-3050	73	7	demonstrate	demonstrate	VERB
fis-3050	73	8	that	that	SCONJ
fis-3050	73	9	with	with	ADP
fis-3050	73	10	wavelet	wavelet	NOUN
fis-3050	73	11	-	-	PUNCT
fis-3050	73	12	based	base	VERB
fis-3050	73	13	multiresolution	multiresolution	NOUN
fis-3050	73	14	analysis	analysis	NOUN
fis-3050	73	15	,	,	PUNCT
fis-3050	73	16	the	the	DET
fis-3050	73	17	detection	detection	NOUN
fis-3050	73	18	of	of	ADP
fis-3050	73	19	a	a	DET
fis-3050	73	20	crack	crack	NOUN
fis-3050	73	21	in	in	ADP
fis-3050	73	22	concrete	concrete	NOUN
fis-3050	73	23	at	at	ADP
fis-3050	73	24	an	an	DET
fis-3050	73	25	early	early	ADJ
fis-3050	73	26	stage	stage	NOUN
fis-3050	73	27	will	will	AUX
fis-3050	73	28	be	be	AUX
fis-3050	73	29	very	very	ADV
fis-3050	73	30	accurate	accurate	ADJ
fis-3050	73	31	independently	independently	ADV
fis-3050	73	32	of	of	ADP
fis-3050	73	33	the	the	DET
fis-3050	73	34	type	type	NOUN
fis-3050	73	35	of	of	ADP
fis-3050	73	36	deep	deep	ADJ
fis-3050	73	37	learning	learning	NOUN
fis-3050	73	38	architecture	architecture	NOUN
fis-3050	73	39	used	use	VERB
fis-3050	73	40	.	.	PUNCT
fis-3050	74	1	figure	figure	VERB
fis-3050	74	2	2	2	NUM
fis-3050	74	3	:	:	PUNCT
fis-3050	74	4	methodology	methodology	NOUN
fis-3050	74	5	for	for	ADP
fis-3050	74	6	effective	effective	ADJ
fis-3050	74	7	monitoring	monitoring	NOUN
fis-3050	74	8	of	of	ADP
fis-3050	74	9	cracks	crack	NOUN
fis-3050	74	10	in	in	ADP
fis-3050	74	11	concrete	concrete	NOUN
fis-3050	74	12	after	after	ADP
fis-3050	74	13	non	non	ADJ
fis-3050	74	14	-	-	ADJ
fis-3050	74	15	destructive	destructive	ADJ
fis-3050	74	16	ultrasonic	ultrasonic	ADJ
fis-3050	74	17	testing	testing	NOUN
fis-3050	74	18	.	.	PUNCT
fis-3050	75	1	a.	a.	PROPN
fis-3050	75	2	arbaoui	arbaoui	PROPN
fis-3050	75	3	et	et	PROPN
fis-3050	75	4	alii	alii	PROPN
fis-3050	75	5	,	,	PUNCT
fis-3050	75	6	frattura	frattura	PROPN
fis-3050	75	7	ed	ed	PROPN
fis-3050	75	8	integrità	integrità	PROPN
fis-3050	75	9	strutturale	strutturale	PROPN
fis-3050	75	10	,	,	PUNCT
fis-3050	75	11	58	58	NUM
fis-3050	75	12	(	(	PUNCT
fis-3050	75	13	2021	2021	NUM
fis-3050	75	14	)	)	PUNCT
fis-3050	75	15	33	33	NUM
fis-3050	75	16	-	-	SYM
fis-3050	75	17	47	47	NUM
fis-3050	75	18	;	;	PUNCT
fis-3050	75	19	doi	doi	NOUN
fis-3050	75	20	:	:	PUNCT
fis-3050	75	21	10.3221	10.3221	NUM
fis-3050	75	22	/	/	SYM
fis-3050	75	23	igf	igf	PROPN
fis-3050	75	24	-	-	ADJ
fis-3050	75	25	esis.58.03	esis.58.03	PROPN
fis-3050	75	26	37	37	NUM
fis-3050	75	27	experimental	experimental	ADJ
fis-3050	75	28	procedure	procedure	NOUN
fis-3050	75	29	preparation	preparation	NOUN
fis-3050	75	30	of	of	ADP
fis-3050	75	31	concrete	concrete	ADJ
fis-3050	75	32	specimens	specimen	NOUN
fis-3050	75	33	n	n	CCONJ
fis-3050	75	34	this	this	DET
fis-3050	75	35	section	section	NOUN
fis-3050	75	36	,	,	PUNCT
fis-3050	75	37	the	the	DET
fis-3050	75	38	four	four	NUM
fis-3050	75	39	main	main	ADJ
fis-3050	75	40	steps	step	NOUN
fis-3050	75	41	in	in	ADP
fis-3050	75	42	the	the	DET
fis-3050	75	43	preparation	preparation	NOUN
fis-3050	75	44	of	of	ADP
fis-3050	75	45	concrete	concrete	ADJ
fis-3050	75	46	specimens	specimen	NOUN
fis-3050	75	47	will	will	AUX
fis-3050	75	48	be	be	AUX
fis-3050	75	49	detailed	detail	VERB
fis-3050	75	50	,	,	PUNCT
fis-3050	75	51	i.e.	i.e.	X
fis-3050	75	52	fabrication	fabrication	NOUN
fis-3050	75	53	,	,	PUNCT
fis-3050	75	54	casting	casting	NOUN
fis-3050	75	55	,	,	PUNCT
fis-3050	75	56	curing	curing	NOUN
fis-3050	75	57	and	and	CCONJ
fis-3050	75	58	end	end	NOUN
fis-3050	75	59	grinding	grind	VERB
fis-3050	75	60	.	.	PUNCT
fis-3050	76	1	as	as	SCONJ
fis-3050	76	2	shown	show	VERB
fis-3050	76	3	in	in	ADP
fis-3050	76	4	figure	figure	NOUN
fis-3050	76	5	3	3	NUM
fis-3050	76	6	a	a	NOUN
fis-3050	76	7	,	,	PUNCT
fis-3050	76	8	the	the	DET
fis-3050	76	9	following	follow	VERB
fis-3050	76	10	raw	raw	ADJ
fis-3050	76	11	materials	material	NOUN
fis-3050	76	12	were	be	AUX
fis-3050	76	13	used	use	VERB
fis-3050	76	14	to	to	PART
fis-3050	76	15	manufacture	manufacture	VERB
fis-3050	76	16	the	the	DET
fis-3050	76	17	concrete	concrete	ADJ
fis-3050	76	18	specimens	specimen	NOUN
fis-3050	76	19	:	:	PUNCT
fis-3050	76	20			NOUN
fis-3050	76	21	cement	cement	NOUN
fis-3050	76	22	(	(	PUNCT
fis-3050	76	23	sour	sour	ADJ
fis-3050	76	24	el	el	PROPN
fis-3050	76	25	-	-	ADJ
fis-3050	76	26	ghozlane	ghozlane	NOUN
fis-3050	76	27	cement	cement	NOUN
fis-3050	76	28	plant	plant	NOUN
fis-3050	76	29	in	in	ADP
fis-3050	76	30	algeria	algeria	PROPN
fis-3050	76	31	)	)	PUNCT
fis-3050	76	32	dosed	dose	VERB
fis-3050	76	33	at	at	ADP
fis-3050	76	34	350	350	NUM
fis-3050	76	35	kg	kg	NOUN
fis-3050	76	36	/	/	SYM
fis-3050	76	37	m3	m3	PROPN
fis-3050	76	38	;	;	PUNCT
fis-3050	76	39			NOUN
fis-3050	76	40	sand	sand	NOUN
fis-3050	76	41	(	(	PUNCT
fis-3050	76	42	bou	bou	NOUN
fis-3050	76	43	-	-	PUNCT
fis-3050	76	44	sâada	sâada	ADJ
fis-3050	76	45	sand	sand	NOUN
fis-3050	76	46	in	in	ADP
fis-3050	76	47	algeria	algeria	PROPN
fis-3050	76	48	)	)	PUNCT
fis-3050	76	49	characterized	characterize	VERB
fis-3050	76	50	by	by	ADP
fis-3050	76	51	a	a	DET
fis-3050	76	52	grain	grain	NOUN
fis-3050	76	53	size	size	NOUN
fis-3050	76	54	between	between	ADP
fis-3050	76	55	200	200	NUM
fis-3050	76	56	µm	µm	NOUN
fis-3050	76	57	and	and	CCONJ
fis-3050	76	58	500	500	NUM
fis-3050	76	59	µm	µm	NOUN
fis-3050	76	60	;	;	PUNCT
fis-3050	76	61			NOUN
fis-3050	76	62	three	three	NUM
fis-3050	76	63	types	type	NOUN
fis-3050	76	64	of	of	ADP
fis-3050	76	65	gravel	gravel	NOUN
fis-3050	76	66	i.e.	i.e.	X
fis-3050	76	67	,	,	PUNCT
fis-3050	76	68	grain	grain	NOUN
fis-3050	76	69	size	size	NOUN
fis-3050	76	70	3/8	3/8	NUM
fis-3050	76	71	mm	mm	NOUN
fis-3050	76	72	,	,	PUNCT
fis-3050	76	73	grain	grain	NOUN
fis-3050	76	74	size	size	NOUN
fis-3050	76	75	8/15	8/15	NUM
fis-3050	76	76	mm	mm	NOUN
fis-3050	76	77	and	and	CCONJ
fis-3050	76	78	grain	grain	NOUN
fis-3050	76	79	size	size	NOUN
fis-3050	76	80	15/25	15/25	NUM
fis-3050	76	81	mm	mm	NOUN
fis-3050	76	82	.	.	PUNCT
fis-3050	77	1	five	five	NUM
fis-3050	77	2	batches	batch	NOUN
fis-3050	77	3	of	of	ADP
fis-3050	77	4	standardized	standardized	ADJ
fis-3050	77	5	size	size	NOUN
fis-3050	77	6	specimens	specimen	NOUN
fis-3050	77	7	,	,	PUNCT
fis-3050	77	8	corresponding	correspond	VERB
fis-3050	77	9	to	to	ADP
fis-3050	77	10	five	five	NUM
fis-3050	77	11	different	different	ADJ
fis-3050	77	12	concrete	concrete	ADJ
fis-3050	77	13	mixes	mix	NOUN
fis-3050	77	14	(	(	PUNCT
fis-3050	77	15	see	see	VERB
fis-3050	77	16	table	table	NOUN
fis-3050	77	17	1	1	NUM
fis-3050	77	18	)	)	PUNCT
fis-3050	77	19	,	,	PUNCT
fis-3050	77	20	were	be	AUX
fis-3050	77	21	made	make	VERB
fis-3050	77	22	.	.	PUNCT
fis-3050	78	1	each	each	DET
fis-3050	78	2	batch	batch	NOUN
fis-3050	78	3	is	be	AUX
fis-3050	78	4	composed	compose	VERB
fis-3050	78	5	of	of	ADP
fis-3050	78	6	one	one	NUM
fis-3050	78	7	cubic	cubic	ADJ
fis-3050	78	8	specimen	speciman	NOUN
fis-3050	78	9	of	of	ADP
fis-3050	78	10	150	150	NUM
fis-3050	78	11	mm	mm	NOUN
fis-3050	78	12	side	side	NOUN
fis-3050	78	13	and	and	CCONJ
fis-3050	78	14	six	six	NUM
fis-3050	78	15	cylindrical	cylindrical	ADJ
fis-3050	78	16	specimens	specimen	NOUN
fis-3050	78	17	of	of	ADP
fis-3050	78	18	160	160	NUM
fis-3050	78	19	mm	mm	NOUN
fis-3050	78	20	diameter	diameter	NOUN
fis-3050	78	21	and	and	CCONJ
fis-3050	78	22	320	320	NUM
fis-3050	78	23	mm	mm	NUM
fis-3050	78	24	height	height	NOUN
fis-3050	78	25	.	.	PUNCT
fis-3050	79	1	each	each	PRON
fis-3050	79	2	of	of	ADP
fis-3050	79	3	the	the	DET
fis-3050	79	4	thirty	thirty	NUM
fis-3050	79	5	-	-	PUNCT
fis-3050	79	6	five	five	NUM
fis-3050	79	7	specimens	specimen	NOUN
fis-3050	79	8	dedicated	dedicate	VERB
fis-3050	79	9	to	to	ADP
fis-3050	79	10	this	this	DET
fis-3050	79	11	study	study	NOUN
fis-3050	79	12	was	be	AUX
fis-3050	79	13	cast	cast	VERB
fis-3050	79	14	in	in	ADP
fis-3050	79	15	a	a	DET
fis-3050	79	16	galvanized	galvanized	ADJ
fis-3050	79	17	steel	steel	NOUN
fis-3050	79	18	mold	mold	NOUN
fis-3050	79	19	on	on	ADP
fis-3050	79	20	a	a	DET
fis-3050	79	21	vibrating	vibrate	VERB
fis-3050	79	22	table	table	NOUN
fis-3050	79	23	(	(	PUNCT
fis-3050	79	24	see	see	VERB
fis-3050	79	25	figure	figure	NOUN
fis-3050	79	26	3	3	NUM
fis-3050	79	27	b.	b.	PROPN
fis-3050	79	28	the	the	DET
fis-3050	79	29	final	final	ADJ
fis-3050	79	30	mass	mass	NOUN
fis-3050	79	31	of	of	ADP
fis-3050	79	32	a	a	DET
fis-3050	79	33	concrete	concrete	ADJ
fis-3050	79	34	specimen	speciman	NOUN
fis-3050	79	35	is	be	AUX
fis-3050	79	36	15	15	NUM
fis-3050	79	37	kg	kg	NOUN
fis-3050	79	38	.	.	PUNCT
fis-3050	80	1	as	as	SCONJ
fis-3050	80	2	shown	show	VERB
fis-3050	80	3	in	in	ADP
fis-3050	80	4	figure	figure	NOUN
fis-3050	80	5	3	3	NUM
fis-3050	80	6	c	c	PROPN
fis-3050	80	7	,	,	PUNCT
fis-3050	80	8	each	each	DET
fis-3050	80	9	specimen	speciman	NOUN
fis-3050	80	10	was	be	AUX
fis-3050	80	11	stored	store	VERB
fis-3050	80	12	at	at	ADP
fis-3050	80	13	20	20	NUM
fis-3050	80	14	°	°	NOUN
fis-3050	80	15	c	c	NOUN
fis-3050	80	16	and	and	CCONJ
fis-3050	80	17	98	98	NUM
fis-3050	80	18	%	%	NOUN
fis-3050	80	19	humidity	humidity	NOUN
fis-3050	80	20	in	in	ADP
fis-3050	80	21	a	a	DET
fis-3050	80	22	curing	cure	VERB
fis-3050	80	23	chamber	chamber	NOUN
fis-3050	80	24	for	for	ADP
fis-3050	80	25	28	28	NUM
fis-3050	80	26	days	day	NOUN
fis-3050	80	27	to	to	PART
fis-3050	80	28	simulate	simulate	VERB
fis-3050	80	29	the	the	DET
fis-3050	80	30	fabrication	fabrication	NOUN
fis-3050	80	31	of	of	ADP
fis-3050	80	32	concrete	concrete	ADJ
fis-3050	80	33	columns	column	NOUN
fis-3050	80	34	.	.	PUNCT
fis-3050	81	1	finally	finally	ADV
fis-3050	81	2	,	,	PUNCT
fis-3050	81	3	as	as	SCONJ
fis-3050	81	4	shown	show	VERB
fis-3050	81	5	in	in	ADP
fis-3050	81	6	figure	figure	NOUN
fis-3050	81	7	3	3	NUM
fis-3050	81	8	d	d	PROPN
fis-3050	81	9	,	,	PUNCT
fis-3050	81	10	a	a	DET
fis-3050	81	11	“	"	PUNCT
fis-3050	81	12	deluxe	deluxe	ADJ
fis-3050	81	13	hi	hi	PROPN
fis-3050	81	14	-	-	PUNCT
fis-3050	81	15	kenma	kenma	PROPN
fis-3050	81	16	tsuru	tsuru	PROPN
fis-3050	81	17	-	-	PUNCT
fis-3050	81	18	tsuru	tsuru	PROPN
fis-3050	81	19	”	"	PUNCT
fis-3050	81	20	type	type	NOUN
fis-3050	81	21	end	end	NOUN
fis-3050	81	22	grinding	grind	VERB
fis-3050	81	23	machine	machine	NOUN
fis-3050	81	24	from	from	ADP
fis-3050	81	25	the	the	DET
fis-3050	81	26	manufacturer	manufacturer	NOUN
fis-3050	81	27	marui	marui	PROPN
fis-3050	81	28	&	&	CCONJ
fis-3050	81	29	co.	co.	PROPN
fis-3050	81	30	,	,	PUNCT
fis-3050	81	31	ltd	ltd	PROPN
fis-3050	81	32	.	.	PROPN
fis-3050	81	33	was	be	AUX
fis-3050	81	34	then	then	ADV
fis-3050	81	35	used	use	VERB
fis-3050	81	36	so	so	SCONJ
fis-3050	81	37	that	that	SCONJ
fis-3050	81	38	each	each	DET
fis-3050	81	39	concrete	concrete	ADJ
fis-3050	81	40	specimen	speciman	NOUN
fis-3050	81	41	had	have	VERB
fis-3050	81	42	a	a	DET
fis-3050	81	43	perfect	perfect	ADJ
fis-3050	81	44	surface	surface	NOUN
fis-3050	81	45	,	,	PUNCT
fis-3050	81	46	i.e.	i.e.	X
fis-3050	81	47	,	,	PUNCT
fis-3050	81	48	low	low	ADJ
fis-3050	81	49	roughness	roughness	NOUN
fis-3050	81	50	after	after	ADP
fis-3050	81	51	machining	machining	NOUN
fis-3050	81	52	.	.	PUNCT
fis-3050	82	1	figure	figure	NOUN
fis-3050	82	2	3	3	NUM
fis-3050	82	3	:	:	PUNCT
fis-3050	82	4	main	main	ADJ
fis-3050	82	5	steps	step	NOUN
fis-3050	82	6	in	in	ADP
fis-3050	82	7	the	the	DET
fis-3050	82	8	manufacture	manufacture	NOUN
fis-3050	82	9	of	of	ADP
fis-3050	82	10	concrete	concrete	ADJ
fis-3050	82	11	specimens	specimen	NOUN
fis-3050	82	12	:	:	PUNCT
fis-3050	82	13	a	a	X
fis-3050	82	14	)	)	PUNCT
fis-3050	82	15	raw	raw	ADJ
fis-3050	82	16	materials	material	NOUN
fis-3050	82	17	;	;	PUNCT
fis-3050	82	18	b	b	X
fis-3050	82	19	)	)	PUNCT
fis-3050	82	20	casting	casting	NOUN
fis-3050	82	21	;	;	PUNCT
fis-3050	82	22	c	c	X
fis-3050	82	23	)	)	PUNCT
fis-3050	82	24	curing	curing	NOUN
fis-3050	82	25	;	;	PUNCT
fis-3050	82	26	d	d	X
fis-3050	82	27	)	)	PUNCT
fis-3050	82	28	end	end	NOUN
fis-3050	82	29	grinding	grind	VERB
fis-3050	82	30	[	[	PUNCT
fis-3050	82	31	provided	provide	VERB
fis-3050	82	32	by	by	ADP
fis-3050	82	33	the	the	DET
fis-3050	82	34	authors	author	NOUN
fis-3050	82	35	]	]	PUNCT
fis-3050	82	36	.	.	PUNCT
fis-3050	83	1	batch	batch	VERB
fis-3050	83	2	no	no	NOUN
fis-3050	83	3	.	.	PUNCT
fis-3050	84	1	characteristic	characteristic	ADJ
fis-3050	84	2	strength	strength	NOUN
fis-3050	85	1	[	[	X
fis-3050	85	2	mpa	mpa	X
fis-3050	85	3	]	]	X
fis-3050	85	4	water	water	NOUN
fis-3050	85	5	/	/	SYM
fis-3050	85	6	cement	cement	NOUN
fis-3050	85	7	ratio	ratio	NOUN
fis-3050	85	8	cement	cement	NOUN
fis-3050	86	1	[	[	X
fis-3050	86	2	kg.m-3	kg.m-3	X
fis-3050	86	3	]	]	X
fis-3050	86	4	sand	sand	NOUN
fis-3050	86	5	[	[	X
fis-3050	86	6	kg.m-3	kg.m-3	X
fis-3050	86	7	]	]	X
fis-3050	86	8	gravel	gravel	NOUN
fis-3050	87	1	[	[	X
fis-3050	87	2	kg.m-3	kg.m-3	X
fis-3050	87	3	]	]	X
fis-3050	87	4	1	1	NUM
fis-3050	87	5	10	10	NUM
fis-3050	87	6	1.20	1.20	NUM
fis-3050	87	7	150	150	NUM
fis-3050	87	8	1,016	1,016	NUM
fis-3050	87	9	1.11	1.11	NUM
fis-3050	87	10	2	2	NUM
fis-3050	87	11	15	15	NUM
fis-3050	87	12	0.80	0.80	NUM
fis-3050	87	13	225	225	NUM
fis-3050	87	14	954	954	NUM
fis-3050	87	15	1.11	1.11	NUM
fis-3050	87	16	3	3	NUM
fis-3050	87	17	20	20	NUM
fis-3050	87	18	0.65	0.65	NUM
fis-3050	87	19	277	277	NUM
fis-3050	87	20	911	911	NUM
fis-3050	87	21	1.11	1.11	NUM
fis-3050	87	22	4	4	NUM
fis-3050	87	23	25	25	NUM
fis-3050	87	24	0.62	0.62	NUM
fis-3050	87	25	290	290	NUM
fis-3050	87	26	900	900	NUM
fis-3050	87	27	1.11	1.11	NUM
fis-3050	87	28	5	5	NUM
fis-3050	87	29	30	30	NUM
fis-3050	87	30	0.55	0.55	NUM
fis-3050	87	31	327	327	NUM
fis-3050	87	32	870	870	NUM
fis-3050	87	33	1.11	1.11	NUM
fis-3050	87	34	table	table	NOUN
fis-3050	87	35	1	1	NUM
fis-3050	87	36	:	:	PUNCT
fis-3050	87	37	proportion	proportion	NOUN
fis-3050	87	38	of	of	ADP
fis-3050	87	39	constituents	constituent	NOUN
fis-3050	87	40	of	of	ADP
fis-3050	87	41	the	the	DET
fis-3050	87	42	five	five	NUM
fis-3050	87	43	batches	batch	NOUN
fis-3050	87	44	of	of	ADP
fis-3050	87	45	concrete	concrete	ADJ
fis-3050	87	46	mixtures	mixture	NOUN
fis-3050	87	47	and	and	CCONJ
fis-3050	87	48	associated	associate	VERB
fis-3050	87	49	characteristic	characteristic	ADJ
fis-3050	87	50	compressive	compressive	ADJ
fis-3050	87	51	strengths	strength	NOUN
fis-3050	87	52	.	.	PUNCT
fis-3050	88	1	i	i	PRON
fis-3050	88	2	a.	a.	PROPN
fis-3050	88	3	arbaoui	arbaoui	PROPN
fis-3050	88	4	et	et	PROPN
fis-3050	88	5	alii	alii	PROPN
fis-3050	88	6	,	,	PUNCT
fis-3050	88	7	frattura	frattura	PROPN
fis-3050	88	8	ed	ed	PROPN
fis-3050	88	9	integrità	integrità	PROPN
fis-3050	88	10	strutturale	strutturale	PROPN
fis-3050	88	11	,	,	PUNCT
fis-3050	88	12	58	58	NUM
fis-3050	88	13	(	(	PUNCT
fis-3050	88	14	2021	2021	NUM
fis-3050	88	15	)	)	PUNCT
fis-3050	88	16	33	33	NUM
fis-3050	88	17	-	-	SYM
fis-3050	88	18	47	47	NUM
fis-3050	88	19	;	;	PUNCT
fis-3050	88	20	doi	doi	NOUN
fis-3050	88	21	:	:	PUNCT
fis-3050	88	22	10.3221	10.3221	NUM
fis-3050	88	23	/	/	SYM
fis-3050	88	24	igf	igf	PROPN
fis-3050	88	25	-	-	ADJ
fis-3050	88	26	esis.58.03	esis.58.03	PROPN
fis-3050	88	27	38	38	NUM
fis-3050	88	28	ultrasonic	ultrasonic	ADJ
fis-3050	88	29	tests	test	NOUN
fis-3050	88	30	on	on	ADP
fis-3050	88	31	concrete	concrete	ADJ
fis-3050	88	32	specimens	specimen	NOUN
fis-3050	88	33	there	there	PRON
fis-3050	88	34	are	be	VERB
fis-3050	88	35	many	many	ADJ
fis-3050	88	36	standardized	standardized	ADJ
fis-3050	88	37	processes	process	NOUN
fis-3050	88	38	related	relate	VERB
fis-3050	88	39	to	to	ADP
fis-3050	88	40	ndt	ndt	PROPN
fis-3050	88	41	that	that	PRON
fis-3050	88	42	can	can	AUX
fis-3050	88	43	be	be	AUX
fis-3050	88	44	classified	classify	VERB
fis-3050	88	45	into	into	ADP
fis-3050	88	46	two	two	NUM
fis-3050	88	47	categories	category	NOUN
fis-3050	88	48	:	:	PUNCT
fis-3050	88	49	the	the	DET
fis-3050	88	50	first	first	ADV
fis-3050	88	51	allowing	allow	VERB
fis-3050	88	52	to	to	PART
fis-3050	88	53	evaluate	evaluate	VERB
fis-3050	88	54	the	the	DET
fis-3050	88	55	strength	strength	NOUN
fis-3050	88	56	and	and	CCONJ
fis-3050	88	57	its	its	PRON
fis-3050	88	58	variation	variation	NOUN
fis-3050	88	59	in	in	ADP
fis-3050	88	60	time	time	NOUN
fis-3050	88	61	;	;	PUNCT
fis-3050	88	62	the	the	DET
fis-3050	88	63	second	second	NOUN
fis-3050	88	64	to	to	PART
fis-3050	88	65	evaluate	evaluate	VERB
fis-3050	88	66	characteristics	characteristic	NOUN
fis-3050	88	67	other	other	ADJ
fis-3050	88	68	than	than	ADP
fis-3050	88	69	strength	strength	NOUN
fis-3050	88	70	(	(	PUNCT
fis-3050	88	71	e.g.	e.g.	ADV
fis-3050	88	72	dimensions	dimension	NOUN
fis-3050	88	73	of	of	ADP
fis-3050	88	74	structural	structural	ADJ
fis-3050	88	75	elements	element	NOUN
fis-3050	88	76	,	,	PUNCT
fis-3050	88	77	corrosion	corrosion	NOUN
fis-3050	88	78	,	,	PUNCT
fis-3050	88	79	dampness	dampness	NOUN
fis-3050	88	80	etc	etc	X
fis-3050	88	81	.	.	PUNCT
fis-3050	88	82	)	)	PUNCT
fis-3050	89	1	[	[	X
fis-3050	89	2	10	10	NUM
fis-3050	89	3	]	]	PUNCT
fis-3050	89	4	,	,	PUNCT
fis-3050	89	5	[	[	X
fis-3050	89	6	17–20	17–20	NUM
fis-3050	89	7	]	]	PUNCT
fis-3050	89	8	.	.	PUNCT
fis-3050	90	1	in	in	ADP
fis-3050	90	2	the	the	DET
fis-3050	90	3	first	first	ADJ
fis-3050	90	4	category	category	NOUN
fis-3050	90	5	,	,	PUNCT
fis-3050	90	6	we	we	PRON
fis-3050	90	7	find	find	VERB
fis-3050	90	8	sclerometric	sclerometric	ADJ
fis-3050	90	9	methods	method	NOUN
fis-3050	90	10	[	[	X
fis-3050	90	11	21	21	NUM
fis-3050	90	12	]	]	X
fis-3050	90	13	(	(	PUNCT
fis-3050	90	14	whether	whether	SCONJ
fis-3050	90	15	static	static	ADJ
fis-3050	90	16	or	or	CCONJ
fis-3050	90	17	dynamic	dynamic	ADJ
fis-3050	90	18	)	)	PUNCT
fis-3050	90	19	,	,	PUNCT
fis-3050	90	20	acoustic	acoustic	ADJ
fis-3050	90	21	methods	method	NOUN
fis-3050	90	22	[	[	X
fis-3050	90	23	22	22	NUM
fis-3050	90	24	,	,	PUNCT
fis-3050	90	25	23	23	NUM
fis-3050	90	26	]	]	PUNCT
fis-3050	90	27	(	(	PUNCT
fis-3050	90	28	e.g.	e.g.	ADV
fis-3050	90	29	ultrasound	ultrasound	NOUN
fis-3050	90	30	)	)	PUNCT
fis-3050	90	31	or	or	CCONJ
fis-3050	90	32	pull	pull	NOUN
fis-3050	90	33	-	-	PUNCT
fis-3050	90	34	off	off	ADP
fis-3050	90	35	methods	method	NOUN
fis-3050	90	36	[	[	X
fis-3050	90	37	24	24	NUM
fis-3050	90	38	]	]	PUNCT
fis-3050	90	39	which	which	PRON
fis-3050	90	40	are	be	AUX
fis-3050	90	41	semi	semi	ADJ
fis-3050	90	42	-	-	ADJ
fis-3050	90	43	destructive	destructive	ADJ
fis-3050	90	44	.	.	PUNCT
fis-3050	91	1	in	in	ADP
fis-3050	91	2	the	the	DET
fis-3050	91	3	second	second	ADJ
fis-3050	91	4	category	category	NOUN
fis-3050	91	5	,	,	PUNCT
fis-3050	91	6	the	the	DET
fis-3050	91	7	techniques	technique	NOUN
fis-3050	91	8	are	be	AUX
fis-3050	91	9	much	much	ADV
fis-3050	91	10	more	more	ADV
fis-3050	91	11	numerous	numerous	ADJ
fis-3050	91	12	:	:	PUNCT
fis-3050	91	13	we	we	PRON
fis-3050	91	14	can	can	AUX
fis-3050	91	15	mention	mention	VERB
fis-3050	91	16	,	,	PUNCT
fis-3050	91	17	among	among	ADP
fis-3050	91	18	others	other	NOUN
fis-3050	91	19	,	,	PUNCT
fis-3050	91	20	acoustic	acoustic	ADJ
fis-3050	91	21	methods	method	NOUN
fis-3050	91	22	[	[	X
fis-3050	91	23	25	25	NUM
fis-3050	91	24	,	,	PUNCT
fis-3050	91	25	26	26	NUM
fis-3050	91	26	]	]	PUNCT
fis-3050	91	27	(	(	PUNCT
fis-3050	91	28	e.g.	e.g.	ADV
fis-3050	91	29	acoustic	acoustic	ADJ
fis-3050	91	30	emission	emission	NOUN
fis-3050	91	31	,	,	PUNCT
fis-3050	91	32	echo	echo	NOUN
fis-3050	91	33	,	,	PUNCT
fis-3050	91	34	ultrasonic	ultrasonic	ADJ
fis-3050	91	35	,	,	PUNCT
fis-3050	91	36	impact	impact	NOUN
fis-3050	91	37	echo	echo	NOUN
fis-3050	91	38	)	)	PUNCT
fis-3050	91	39	,	,	PUNCT
fis-3050	91	40	electromagnetic	electromagnetic	ADJ
fis-3050	91	41	methods	method	NOUN
fis-3050	91	42	[	[	X
fis-3050	91	43	27	27	NUM
fis-3050	91	44	]	]	X
fis-3050	91	45	(	(	PUNCT
fis-3050	91	46	e.g.	e.g.	ADV
fis-3050	91	47	continuous	continuous	ADJ
fis-3050	91	48	wave	wave	NOUN
fis-3050	91	49	eddy	eddy	PROPN
fis-3050	91	50	current	current	ADJ
fis-3050	91	51	testing	testing	PROPN
fis-3050	91	52	)	)	PUNCT
fis-3050	91	53	,	,	PUNCT
fis-3050	91	54	physical	physical	ADJ
fis-3050	91	55	methods	method	NOUN
fis-3050	91	56	[	[	X
fis-3050	91	57	28	28	NUM
fis-3050	91	58	]	]	X
fis-3050	91	59	(	(	PUNCT
fis-3050	91	60	e.g.	e.g.	ADV
fis-3050	91	61	methods	method	NOUN
fis-3050	91	62	based	base	VERB
fis-3050	91	63	on	on	ADP
fis-3050	91	64	measuring	measure	VERB
fis-3050	91	65	thermal	thermal	ADJ
fis-3050	91	66	properties	property	NOUN
fis-3050	91	67	,	,	PUNCT
fis-3050	91	68	electric	electric	ADJ
fis-3050	91	69	methods	method	NOUN
fis-3050	91	70	such	such	ADJ
fis-3050	91	71	as	as	ADP
fis-3050	91	72	linear	linear	PROPN
fis-3050	91	73	polarization	polarization	NOUN
fis-3050	91	74	resistance	resistance	NOUN
fis-3050	91	75	)	)	PUNCT
fis-3050	91	76	or	or	CCONJ
fis-3050	91	77	radiological	radiological	ADJ
fis-3050	91	78	methods	method	NOUN
fis-3050	91	79	[	[	X
fis-3050	91	80	29	29	NUM
fis-3050	91	81	]	]	PUNCT
fis-3050	91	82	(	(	PUNCT
fis-3050	91	83	e.g.	e.g.	ADV
fis-3050	91	84	techniques	technique	NOUN
fis-3050	91	85	based	base	VERB
fis-3050	91	86	on	on	ADP
fis-3050	91	87	x	x	NOUN
fis-3050	91	88	-	-	NOUN
fis-3050	91	89	rays	ray	NOUN
fis-3050	91	90	)	)	PUNCT
fis-3050	91	91	.	.	PUNCT
fis-3050	92	1	unfortunately	unfortunately	ADV
fis-3050	92	2	,	,	PUNCT
fis-3050	92	3	civil	civil	ADJ
fis-3050	92	4	engineering	engineering	NOUN
fis-3050	92	5	can	can	AUX
fis-3050	92	6	not	not	PART
fis-3050	92	7	benefit	benefit	VERB
fis-3050	92	8	from	from	ADP
fis-3050	92	9	all	all	DET
fis-3050	92	10	the	the	DET
fis-3050	92	11	technical	technical	ADJ
fis-3050	92	12	advances	advance	NOUN
fis-3050	92	13	of	of	ADP
fis-3050	92	14	ndt	ndt	PROPN
fis-3050	92	15	in	in	ADP
fis-3050	92	16	the	the	DET
fis-3050	92	17	mechanical	mechanical	ADJ
fis-3050	92	18	industries	industry	NOUN
fis-3050	92	19	because	because	SCONJ
fis-3050	92	20	the	the	DET
fis-3050	92	21	nature	nature	NOUN
fis-3050	92	22	of	of	ADP
fis-3050	92	23	the	the	DET
fis-3050	92	24	materials	material	NOUN
fis-3050	92	25	used	use	VERB
fis-3050	92	26	and	and	CCONJ
fis-3050	92	27	the	the	DET
fis-3050	92	28	concerns	concern	NOUN
fis-3050	92	29	differ	differ	VERB
fis-3050	92	30	.	.	PUNCT
fis-3050	93	1	unlike	unlike	ADP
fis-3050	93	2	metals	metal	NOUN
fis-3050	93	3	,	,	PUNCT
fis-3050	93	4	concrete	concrete	NOUN
fis-3050	93	5	is	be	AUX
fis-3050	93	6	a	a	DET
fis-3050	93	7	composite	composite	ADJ
fis-3050	93	8	material	material	NOUN
fis-3050	93	9	that	that	PRON
fis-3050	93	10	originally	originally	ADV
fis-3050	93	11	contains	contain	VERB
fis-3050	93	12	a	a	DET
fis-3050	93	13	large	large	ADJ
fis-3050	93	14	number	number	NOUN
fis-3050	93	15	of	of	ADP
fis-3050	93	16	defects	defect	NOUN
fis-3050	93	17	in	in	ADP
fis-3050	93	18	the	the	DET
fis-3050	93	19	form	form	NOUN
fis-3050	93	20	of	of	ADP
fis-3050	93	21	small	small	ADJ
fis-3050	93	22	cavities	cavity	NOUN
fis-3050	93	23	,	,	PUNCT
fis-3050	93	24	pores	pore	NOUN
fis-3050	93	25	and	and	CCONJ
fis-3050	93	26	gaps	gap	NOUN
fis-3050	93	27	.	.	PUNCT
fis-3050	94	1	it	it	PRON
fis-3050	94	2	is	be	AUX
fis-3050	94	3	also	also	ADV
fis-3050	94	4	a	a	DET
fis-3050	94	5	material	material	NOUN
fis-3050	94	6	whose	whose	DET
fis-3050	94	7	mechanical	mechanical	ADJ
fis-3050	94	8	properties	property	NOUN
fis-3050	94	9	are	be	AUX
fis-3050	94	10	not	not	PART
fis-3050	94	11	rigorously	rigorously	ADV
fis-3050	94	12	reproducible	reproducible	ADJ
fis-3050	94	13	,	,	PUNCT
fis-3050	94	14	even	even	ADV
fis-3050	94	15	under	under	ADP
fis-3050	94	16	the	the	DET
fis-3050	94	17	best	good	ADJ
fis-3050	94	18	conditions	condition	NOUN
fis-3050	94	19	.	.	PUNCT
fis-3050	95	1	moreover	moreover	ADV
fis-3050	95	2	,	,	PUNCT
fis-3050	95	3	these	these	DET
fis-3050	95	4	properties	property	NOUN
fis-3050	95	5	degrade	degrade	VERB
fis-3050	95	6	more	more	ADV
fis-3050	95	7	or	or	CCONJ
fis-3050	95	8	less	less	ADV
fis-3050	95	9	rapidly	rapidly	ADV
fis-3050	95	10	over	over	ADP
fis-3050	95	11	time	time	NOUN
fis-3050	95	12	due	due	ADP
fis-3050	95	13	to	to	ADP
fis-3050	95	14	increased	increase	VERB
fis-3050	95	15	service	service	NOUN
fis-3050	95	16	loads	load	NOUN
fis-3050	95	17	,	,	PUNCT
fis-3050	95	18	climatic	climatic	ADJ
fis-3050	95	19	conditions	condition	NOUN
fis-3050	95	20	,	,	PUNCT
fis-3050	95	21	alkaliaggregate	alkaliaggregate	ADJ
fis-3050	95	22	reaction	reaction	NOUN
fis-3050	95	23	,	,	PUNCT
fis-3050	95	24	etc	etc	X
fis-3050	95	25	.	.	X
fis-3050	95	26	therefore	therefore	ADV
fis-3050	95	27	,	,	PUNCT
fis-3050	95	28	only	only	ADV
fis-3050	95	29	acoustic	acoustic	ADJ
fis-3050	95	30	techniques	technique	NOUN
fis-3050	95	31	,	,	PUNCT
fis-3050	95	32	infrared	infrared	ADJ
fis-3050	95	33	thermography	thermography	NOUN
fis-3050	95	34	,	,	PUNCT
fis-3050	95	35	penetrant	penetrant	NOUN
fis-3050	95	36	testing	testing	NOUN
fis-3050	95	37	and	and	CCONJ
fis-3050	95	38	corrosion	corrosion	NOUN
fis-3050	95	39	rate	rate	NOUN
fis-3050	95	40	measurement	measurement	NOUN
fis-3050	95	41	(	(	PUNCT
fis-3050	95	42	e.g.	e.g.	ADV
fis-3050	95	43	linear	linear	ADJ
fis-3050	95	44	polarization	polarization	NOUN
fis-3050	95	45	)	)	PUNCT
fis-3050	95	46	methods	method	NOUN
fis-3050	95	47	are	be	AUX
fis-3050	95	48	generally	generally	ADV
fis-3050	95	49	used	use	VERB
fis-3050	95	50	in	in	ADP
fis-3050	95	51	civil	civil	ADJ
fis-3050	95	52	and	and	CCONJ
fis-3050	95	53	mechanical	mechanical	ADJ
fis-3050	95	54	engineering	engineering	NOUN
fis-3050	95	55	.	.	PUNCT
fis-3050	96	1	many	many	ADJ
fis-3050	96	2	authors	author	NOUN
fis-3050	96	3	have	have	AUX
fis-3050	96	4	designated	designate	VERB
fis-3050	96	5	acoustic	acoustic	ADJ
fis-3050	96	6	ndt	ndt	PROPN
fis-3050	96	7	methods	method	NOUN
fis-3050	96	8	,	,	PUNCT
fis-3050	96	9	used	use	VERB
fis-3050	96	10	individually	individually	ADV
fis-3050	96	11	(	(	PUNCT
fis-3050	96	12	e.g.	e.g.	ADV
fis-3050	96	13	ultrasonic	ultrasonic	ADJ
fis-3050	96	14	tomography	tomography	NOUN
fis-3050	96	15	or	or	CCONJ
fis-3050	96	16	impact	impact	NOUN
fis-3050	96	17	-	-	PUNCT
fis-3050	96	18	echo	echo	NOUN
fis-3050	96	19	,	,	PUNCT
fis-3050	96	20	both	both	PRON
fis-3050	96	21	used	use	VERB
fis-3050	96	22	individually	individually	ADV
fis-3050	96	23	)	)	PUNCT
fis-3050	96	24	or	or	CCONJ
fis-3050	96	25	in	in	ADP
fis-3050	96	26	combination	combination	NOUN
fis-3050	96	27	(	(	PUNCT
fis-3050	96	28	e.g.	e.g.	ADV
fis-3050	96	29	impulse	impulse	ADJ
fis-3050	96	30	response	response	NOUN
fis-3050	96	31	combined	combine	VERB
fis-3050	96	32	with	with	ADP
fis-3050	96	33	impact	impact	NOUN
fis-3050	96	34	-	-	PUNCT
fis-3050	96	35	echo	echo	NOUN
fis-3050	96	36	)	)	PUNCT
fis-3050	96	37	,	,	PUNCT
fis-3050	96	38	as	as	ADV
fis-3050	96	39	particularly	particularly	ADV
fis-3050	96	40	well	well	ADV
fis-3050	96	41	suited	suited	ADJ
fis-3050	96	42	for	for	ADP
fis-3050	96	43	testing	test	VERB
fis-3050	96	44	structures	structure	NOUN
fis-3050	96	45	or	or	CCONJ
fis-3050	96	46	building	building	NOUN
fis-3050	96	47	materials	material	NOUN
fis-3050	96	48	,	,	PUNCT
fis-3050	96	49	especially	especially	ADV
fis-3050	96	50	concrete	concrete	ADJ
fis-3050	96	51	.	.	PUNCT
fis-3050	97	1	in	in	ADP
fis-3050	97	2	this	this	DET
fis-3050	97	3	article	article	NOUN
fis-3050	97	4	,	,	PUNCT
fis-3050	97	5	we	we	PRON
fis-3050	97	6	have	have	AUX
fis-3050	97	7	implemented	implement	VERB
fis-3050	97	8	an	an	DET
fis-3050	97	9	acoustic	acoustic	ADJ
fis-3050	97	10	method	method	NOUN
fis-3050	97	11	based	base	VERB
fis-3050	97	12	on	on	ADP
fis-3050	97	13	the	the	DET
fis-3050	97	14	measurement	measurement	NOUN
fis-3050	97	15	of	of	ADP
fis-3050	97	16	the	the	DET
fis-3050	97	17	ultrasonic	ultrasonic	ADJ
fis-3050	97	18	pulse	pulse	NOUN
fis-3050	97	19	velocity	velocity	NOUN
fis-3050	97	20	.	.	PUNCT
fis-3050	98	1	this	this	DET
fis-3050	98	2	type	type	NOUN
fis-3050	98	3	of	of	ADP
fis-3050	98	4	method	method	NOUN
fis-3050	98	5	is	be	AUX
fis-3050	98	6	only	only	ADV
fis-3050	98	7	suitable	suitable	ADJ
fis-3050	98	8	for	for	ADP
fis-3050	98	9	the	the	DET
fis-3050	98	10	study	study	NOUN
fis-3050	98	11	of	of	ADP
fis-3050	98	12	concrete	concrete	ADJ
fis-3050	98	13	consistency	consistency	NOUN
fis-3050	98	14	,	,	PUNCT
fis-3050	98	15	discontinuities	discontinuity	NOUN
fis-3050	98	16	,	,	PUNCT
fis-3050	98	17	cracks	crack	NOUN
fis-3050	98	18	and	and	CCONJ
fis-3050	98	19	crack	crack	VERB
fis-3050	98	20	depth	depth	NOUN
fis-3050	98	21	but	but	CCONJ
fis-3050	98	22	is	be	AUX
fis-3050	98	23	not	not	PART
fis-3050	98	24	reliable	reliable	ADJ
fis-3050	98	25	for	for	ADP
fis-3050	98	26	strength	strength	NOUN
fis-3050	98	27	determination	determination	NOUN
fis-3050	98	28	,	,	PUNCT
fis-3050	98	29	except	except	SCONJ
fis-3050	98	30	for	for	ADP
fis-3050	98	31	the	the	DET
fis-3050	98	32	determination	determination	NOUN
fis-3050	98	33	of	of	ADP
fis-3050	98	34	poisson	poisson	NOUN
fis-3050	98	35	's	's	PART
fis-3050	98	36	ratio	ratio	NOUN
fis-3050	98	37	and	and	CCONJ
fis-3050	98	38	young	young	ADJ
fis-3050	98	39	's	's	PART
fis-3050	98	40	modulus	modulus	NOUN
fis-3050	98	41	with	with	ADP
fis-3050	98	42	reasonable	reasonable	ADJ
fis-3050	98	43	accuracy	accuracy	NOUN
fis-3050	98	44	[	[	X
fis-3050	98	45	30	30	NUM
fis-3050	98	46	]	]	PUNCT
fis-3050	98	47	.	.	PUNCT
fis-3050	99	1	by	by	ADP
fis-3050	99	2	correlating	correlate	VERB
fis-3050	99	3	ultrasonic	ultrasonic	ADJ
fis-3050	99	4	pulse	pulse	NOUN
fis-3050	99	5	velocity	velocity	NOUN
fis-3050	99	6	and	and	CCONJ
fis-3050	99	7	the	the	DET
fis-3050	99	8	concrete	concrete	ADJ
fis-3050	99	9	compressive	compressive	ADJ
fis-3050	99	10	strength	strength	NOUN
fis-3050	99	11	,	,	PUNCT
fis-3050	99	12	this	this	DET
fis-3050	99	13	latter	latter	ADV
fis-3050	99	14	can	can	AUX
fis-3050	99	15	also	also	ADV
fis-3050	99	16	be	be	AUX
fis-3050	99	17	determined	determine	VERB
fis-3050	99	18	.	.	PUNCT
fis-3050	100	1	the	the	DET
fis-3050	100	2	equipment	equipment	NOUN
fis-3050	100	3	used	use	VERB
fis-3050	100	4	to	to	PART
fis-3050	100	5	perform	perform	VERB
fis-3050	100	6	the	the	DET
fis-3050	100	7	tests	test	NOUN
fis-3050	100	8	is	be	AUX
fis-3050	100	9	the	the	DET
fis-3050	100	10	pundit	pundit	NOUN
fis-3050	100	11	®	®	NOUN
fis-3050	100	12	pl-200	pl-200	NOUN
fis-3050	100	13	from	from	ADP
fis-3050	100	14	proceq	proceq	NOUN
fis-3050	100	15	(	(	PUNCT
fis-3050	100	16	see	see	VERB
fis-3050	100	17	figure	figure	NOUN
fis-3050	100	18	4	4	NUM
fis-3050	100	19	)	)	PUNCT
fis-3050	100	20	.	.	PUNCT
fis-3050	101	1	figure	figure	VERB
fis-3050	101	2	4	4	NUM
fis-3050	101	3	:	:	PUNCT
fis-3050	101	4	experimental	experimental	ADJ
fis-3050	101	5	procedure	procedure	NOUN
fis-3050	101	6	for	for	ADP
fis-3050	101	7	ultrasonic	ultrasonic	ADJ
fis-3050	101	8	pulse	pulse	NOUN
fis-3050	101	9	velocity	velocity	NOUN
fis-3050	101	10	tests	test	NOUN
fis-3050	101	11	.	.	PUNCT
fis-3050	102	1	two	two	NUM
fis-3050	102	2	p	p	ADJ
fis-3050	102	3	-	-	PUNCT
fis-3050	102	4	wave	wave	NOUN
fis-3050	102	5	ultrasonic	ultrasonic	ADJ
fis-3050	102	6	pulse	pulse	NOUN
fis-3050	102	7	velocity	velocity	NOUN
fis-3050	102	8	transducers	transducer	NOUN
fis-3050	102	9	with	with	ADP
fis-3050	102	10	a	a	DET
fis-3050	102	11	frequency	frequency	NOUN
fis-3050	102	12	of	of	ADP
fis-3050	102	13	54	54	NUM
fis-3050	102	14	khz	khz	NOUN
fis-3050	102	15	are	be	AUX
fis-3050	102	16	used	use	VERB
fis-3050	102	17	.	.	PUNCT
fis-3050	103	1	the	the	DET
fis-3050	103	2	ultrasonic	ultrasonic	ADJ
fis-3050	103	3	pulse	pulse	NOUN
fis-3050	103	4	velocities	velocity	NOUN
fis-3050	103	5	are	be	AUX
fis-3050	103	6	between	between	ADP
fis-3050	103	7	100	100	NUM
fis-3050	103	8	vpp	vpp	NOUN
fis-3050	103	9	and	and	CCONJ
fis-3050	103	10	400	400	NUM
fis-3050	103	11	vpp	vpp	NOUN
fis-3050	103	12	.	.	PUNCT
fis-3050	104	1	the	the	DET
fis-3050	104	2	pulse	pulse	NOUN
fis-3050	104	3	echo	echo	NOUN
fis-3050	104	4	range	range	NOUN
fis-3050	104	5	is	be	AUX
fis-3050	104	6	from	from	ADP
fis-3050	104	7	0.1	0.1	NUM
fis-3050	104	8	µs	µs	NOUN
fis-3050	104	9	to	to	ADP
fis-3050	104	10	1,200	1,200	NUM
fis-3050	104	11	µs	µ	NOUN
fis-3050	104	12	.	.	PUNCT
fis-3050	105	1	a	a	DET
fis-3050	105	2	7	7	NUM
fis-3050	105	3	inch	inch	NOUN
fis-3050	105	4	800	800	NUM
fis-3050	105	5	×	×	NOUN
fis-3050	105	6	480	480	NUM
fis-3050	105	7	pixel	pixel	NOUN
fis-3050	105	8	touch	touch	NOUN
fis-3050	105	9	screen	screen	NOUN
fis-3050	105	10	with	with	ADP
fis-3050	105	11	very	very	ADV
fis-3050	105	12	high	high	ADJ
fis-3050	105	13	resolution	resolution	NOUN
fis-3050	105	14	is	be	AUX
fis-3050	105	15	available	available	ADJ
fis-3050	105	16	with	with	ADP
fis-3050	105	17	the	the	DET
fis-3050	105	18	equipment	equipment	NOUN
fis-3050	105	19	to	to	PART
fis-3050	105	20	analyze	analyze	VERB
fis-3050	105	21	the	the	DET
fis-3050	105	22	measured	measure	VERB
fis-3050	105	23	waveforms	waveform	NOUN
fis-3050	105	24	.	.	PUNCT
fis-3050	106	1	to	to	PART
fis-3050	106	2	determine	determine	VERB
fis-3050	106	3	the	the	DET
fis-3050	106	4	compressive	compressive	ADJ
fis-3050	106	5	strength	strength	NOUN
fis-3050	106	6	,	,	PUNCT
fis-3050	106	7	a	a	DET
fis-3050	106	8	2,000	2,000	NUM
fis-3050	106	9	-	-	SYM
fis-3050	106	10	3,000	3,000	NUM
fis-3050	106	11	kn	kn	PROPN
fis-3050	106	12	one	one	NUM
fis-3050	106	13	-	-	PUNCT
fis-3050	106	14	piece	piece	NOUN
fis-3050	106	15	compression	compression	NOUN
fis-3050	106	16	testing	testing	NOUN
fis-3050	106	17	machine	machine	NOUN
fis-3050	106	18	from	from	ADP
fis-3050	106	19	3r	3r	NUM
fis-3050	106	20	is	be	AUX
fis-3050	106	21	used	use	VERB
fis-3050	106	22	(	(	PUNCT
fis-3050	106	23	see	see	VERB
fis-3050	106	24	figure	figure	NOUN
fis-3050	106	25	5	5	NUM
fis-3050	106	26	)	)	PUNCT
fis-3050	106	27	.	.	PUNCT
fis-3050	107	1	according	accord	VERB
fis-3050	107	2	to	to	ADP
fis-3050	107	3	table	table	NOUN
fis-3050	107	4	1	1	NUM
fis-3050	107	5	,	,	PUNCT
fis-3050	107	6	with	with	ADP
fis-3050	107	7	the	the	DET
fis-3050	107	8	five	five	NUM
fis-3050	107	9	batches	batch	NOUN
fis-3050	107	10	of	of	ADP
fis-3050	107	11	concrete	concrete	ADJ
fis-3050	107	12	mixtures	mixture	NOUN
fis-3050	107	13	made	make	VERB
fis-3050	107	14	,	,	PUNCT
fis-3050	107	15	the	the	DET
fis-3050	107	16	estimated	estimate	VERB
fis-3050	107	17	values	value	NOUN
fis-3050	107	18	of	of	ADP
fis-3050	107	19	compressive	compressive	ADJ
fis-3050	107	20	strength	strength	NOUN
fis-3050	107	21	are	be	AUX
fis-3050	107	22	10	10	NUM
fis-3050	107	23	mpa	mpa	NOUN
fis-3050	107	24	,	,	PUNCT
fis-3050	107	25	15	15	NUM
fis-3050	107	26	mpa	mpa	NOUN
fis-3050	107	27	,	,	PUNCT
fis-3050	107	28	20	20	NUM
fis-3050	107	29	mpa	mpa	NOUN
fis-3050	107	30	,	,	PUNCT
fis-3050	107	31	30	30	NUM
fis-3050	107	32	mpa	mpa	NOUN
fis-3050	107	33	and	and	CCONJ
fis-3050	107	34	35	35	NUM
fis-3050	107	35	mpa	mpa	NOUN
fis-3050	107	36	.	.	PUNCT
fis-3050	108	1	the	the	DET
fis-3050	108	2	cylindrical	cylindrical	ADJ
fis-3050	108	3	specimens	specimen	NOUN
fis-3050	108	4	were	be	AUX
fis-3050	108	5	first	first	ADV
fis-3050	108	6	tested	test	VERB
fis-3050	108	7	ultrasonically	ultrasonically	NOUN
fis-3050	108	8	,	,	PUNCT
fis-3050	108	9	using	use	VERB
fis-3050	108	10	54	54	NUM
fis-3050	108	11	khz	khz	NOUN
fis-3050	108	12	longitudinal	longitudinal	ADJ
fis-3050	108	13	and	and	CCONJ
fis-3050	108	14	transverse	transverse	NOUN
fis-3050	108	15	wave	wave	NOUN
fis-3050	108	16	transducers	transducer	NOUN
fis-3050	108	17	.	.	PUNCT
fis-3050	109	1	this	this	DET
fis-3050	109	2	method	method	NOUN
fis-3050	109	3	consists	consist	VERB
fis-3050	109	4	in	in	ADP
fis-3050	109	5	measuring	measure	VERB
fis-3050	109	6	the	the	DET
fis-3050	109	7	transit	transit	NOUN
fis-3050	109	8	time	time	NOUN
fis-3050	109	9	of	of	ADP
fis-3050	109	10	an	an	DET
fis-3050	109	11	ultrasonic	ultrasonic	ADJ
fis-3050	109	12	pulse	pulse	NOUN
fis-3050	109	13	passing	pass	VERB
fis-3050	109	14	through	through	ADP
fis-3050	109	15	the	the	DET
fis-3050	109	16	concrete	concrete	ADJ
fis-3050	109	17	sample	sample	NOUN
fis-3050	109	18	under	under	ADP
fis-3050	109	19	test	test	NOUN
fis-3050	109	20	.	.	PUNCT
fis-3050	110	1	the	the	DET
fis-3050	110	2	a.	a.	NOUN
fis-3050	110	3	arbaoui	arbaoui	PROPN
fis-3050	110	4	et	et	PROPN
fis-3050	110	5	alii	alii	PROPN
fis-3050	110	6	,	,	PUNCT
fis-3050	110	7	frattura	frattura	PROPN
fis-3050	110	8	ed	ed	PROPN
fis-3050	110	9	integrità	integrità	PROPN
fis-3050	110	10	strutturale	strutturale	PROPN
fis-3050	110	11	,	,	PUNCT
fis-3050	110	12	58	58	NUM
fis-3050	110	13	(	(	PUNCT
fis-3050	110	14	2021	2021	NUM
fis-3050	110	15	)	)	PUNCT
fis-3050	110	16	33	33	NUM
fis-3050	110	17	-	-	SYM
fis-3050	110	18	47	47	NUM
fis-3050	110	19	;	;	PUNCT
fis-3050	110	20	doi	doi	NOUN
fis-3050	110	21	:	:	PUNCT
fis-3050	110	22	10.3221	10.3221	NUM
fis-3050	110	23	/	/	SYM
fis-3050	110	24	igf	igf	PROPN
fis-3050	110	25	-	-	ADJ
fis-3050	110	26	esis.58.03	esis.58.03	PROPN
fis-3050	110	27	39	39	NUM
fis-3050	110	28	higher	high	ADJ
fis-3050	110	29	the	the	DET
fis-3050	110	30	speed	speed	NOUN
fis-3050	110	31	,	,	PUNCT
fis-3050	110	32	the	the	PRON
fis-3050	110	33	better	well	ADJ
fis-3050	110	34	the	the	DET
fis-3050	110	35	quality	quality	NOUN
fis-3050	110	36	of	of	ADP
fis-3050	110	37	the	the	DET
fis-3050	110	38	concrete	concrete	NOUN
fis-3050	110	39	in	in	ADP
fis-3050	110	40	terms	term	NOUN
fis-3050	110	41	of	of	ADP
fis-3050	110	42	density	density	NOUN
fis-3050	110	43	,	,	PUNCT
fis-3050	110	44	uniformity	uniformity	NOUN
fis-3050	110	45	,	,	PUNCT
fis-3050	110	46	homogeneity	homogeneity	NOUN
fis-3050	110	47	,	,	PUNCT
fis-3050	110	48	etc	etc	X
fis-3050	110	49	.	.	X
fis-3050	111	1	the	the	DET
fis-3050	111	2	axial	axial	ADJ
fis-3050	111	3	compression	compression	NOUN
fis-3050	111	4	tests	test	NOUN
fis-3050	111	5	were	be	AUX
fis-3050	111	6	performed	perform	VERB
fis-3050	111	7	immediately	immediately	ADV
fis-3050	111	8	after	after	ADP
fis-3050	111	9	the	the	DET
fis-3050	111	10	ultrasonic	ultrasonic	ADJ
fis-3050	111	11	tests	test	NOUN
fis-3050	111	12	.	.	PUNCT
fis-3050	112	1	figure	figure	VERB
fis-3050	112	2	5	5	NUM
fis-3050	112	3	:	:	PUNCT
fis-3050	112	4	experimental	experimental	ADJ
fis-3050	112	5	procedure	procedure	NOUN
fis-3050	112	6	for	for	ADP
fis-3050	112	7	compressive	compressive	ADJ
fis-3050	112	8	tests	test	NOUN
fis-3050	112	9	.	.	PUNCT
fis-3050	113	1	wavelet	wavelet	NOUN
fis-3050	113	2	-	-	PUNCT
fis-3050	113	3	based	base	VERB
fis-3050	113	4	multiresolution	multiresolution	NOUN
fis-3050	113	5	analysis	analysis	NOUN
fis-3050	113	6	wavelets	wavelet	NOUN
fis-3050	113	7	are	be	AUX
fis-3050	113	8	an	an	DET
fis-3050	113	9	interesting	interesting	ADJ
fis-3050	113	10	analytical	analytical	ADJ
fis-3050	113	11	tool	tool	NOUN
fis-3050	113	12	to	to	PART
fis-3050	113	13	describe	describe	VERB
fis-3050	113	14	mathematically	mathematically	ADV
fis-3050	113	15	the	the	DET
fis-3050	113	16	increase	increase	NOUN
fis-3050	113	17	in	in	ADP
fis-3050	113	18	information	information	NOUN
fis-3050	113	19	required	require	VERB
fis-3050	113	20	to	to	PART
fis-3050	113	21	go	go	VERB
fis-3050	113	22	from	from	ADP
fis-3050	113	23	a	a	DET
fis-3050	113	24	coarse	coarse	ADJ
fis-3050	113	25	approximation	approximation	NOUN
fis-3050	113	26	to	to	ADP
fis-3050	113	27	a	a	DET
fis-3050	113	28	higher	high	ADJ
fis-3050	113	29	resolution	resolution	NOUN
fis-3050	113	30	approximation	approximation	NOUN
fis-3050	113	31	.	.	PUNCT
fis-3050	114	1	through	through	ADP
fis-3050	114	2	a	a	DET
fis-3050	114	3	multiresolution	multiresolution	NOUN
fis-3050	114	4	analysis	analysis	NOUN
fis-3050	114	5	(	(	PUNCT
fis-3050	114	6	mra	mra	NOUN
fis-3050	114	7	)	)	PUNCT
fis-3050	114	8	,	,	PUNCT
fis-3050	114	9	a	a	DET
fis-3050	114	10	signal	signal	NOUN
fis-3050	114	11	can	can	AUX
fis-3050	114	12	be	be	AUX
fis-3050	114	13	decomposed	decompose	VERB
fis-3050	114	14	and	and	CCONJ
fis-3050	114	15	reconstructed	reconstruct	VERB
fis-3050	114	16	as	as	ADP
fis-3050	114	17	a	a	DET
fis-3050	114	18	series	series	NOUN
fis-3050	114	19	of	of	ADP
fis-3050	114	20	approximations	approximation	NOUN
fis-3050	114	21	of	of	ADP
fis-3050	114	22	decreasing	decrease	VERB
fis-3050	114	23	scale	scale	NOUN
fis-3050	114	24	,	,	PUNCT
fis-3050	114	25	completed	complete	VERB
fis-3050	114	26	by	by	ADP
fis-3050	114	27	a	a	DET
fis-3050	114	28	series	series	NOUN
fis-3050	114	29	of	of	ADP
fis-3050	114	30	details	detail	NOUN
fis-3050	114	31	[	[	X
fis-3050	114	32	13	13	NUM
fis-3050	114	33	]	]	PUNCT
fis-3050	114	34	.	.	PUNCT
fis-3050	115	1	to	to	PART
fis-3050	115	2	illustrate	illustrate	VERB
fis-3050	115	3	this	this	DET
fis-3050	115	4	concept	concept	NOUN
fis-3050	115	5	,	,	PUNCT
fis-3050	115	6	let	let	VERB
fis-3050	115	7	us	we	PRON
fis-3050	115	8	consider	consider	VERB
fis-3050	115	9	an	an	DET
fis-3050	115	10	image	image	NOUN
fis-3050	115	11	built	build	VERB
fis-3050	115	12	from	from	ADP
fis-3050	115	13	a	a	DET
fis-3050	115	14	succession	succession	NOUN
fis-3050	115	15	of	of	ADP
fis-3050	115	16	approximations	approximation	NOUN
fis-3050	115	17	;	;	PUNCT
fis-3050	115	18	the	the	DET
fis-3050	115	19	details	detail	NOUN
fis-3050	115	20	enrich	enrich	VERB
fis-3050	115	21	this	this	DET
fis-3050	115	22	image	image	NOUN
fis-3050	115	23	.	.	PUNCT
fis-3050	116	1	thus	thus	ADV
fis-3050	116	2	,	,	PUNCT
fis-3050	116	3	thanks	thank	NOUN
fis-3050	116	4	to	to	ADP
fis-3050	116	5	the	the	DET
fis-3050	116	6	mra	mra	NOUN
fis-3050	116	7	based	base	VERB
fis-3050	116	8	on	on	ADP
fis-3050	116	9	wavelets	wavelet	NOUN
fis-3050	116	10	,	,	PUNCT
fis-3050	116	11	the	the	DET
fis-3050	116	12	coarse	coarse	ADJ
fis-3050	116	13	vision	vision	NOUN
fis-3050	116	14	becomes	become	VERB
fis-3050	116	15	finer	fine	ADJ
fis-3050	116	16	and	and	CCONJ
fis-3050	116	17	more	more	ADV
fis-3050	116	18	precise	precise	ADJ
fis-3050	116	19	.	.	PUNCT
fis-3050	117	1	engineers	engineer	NOUN
fis-3050	117	2	,	,	PUNCT
fis-3050	117	3	practitioners	practitioner	NOUN
fis-3050	117	4	and	and	CCONJ
fis-3050	117	5	researchers	researcher	NOUN
fis-3050	117	6	are	be	AUX
fis-3050	117	7	confronted	confront	VERB
fis-3050	117	8	daily	daily	ADV
fis-3050	117	9	with	with	ADP
fis-3050	117	10	increasingly	increasingly	ADV
fis-3050	117	11	difficult	difficult	ADJ
fis-3050	117	12	technological	technological	ADJ
fis-3050	117	13	problems	problem	NOUN
fis-3050	117	14	at	at	ADP
fis-3050	117	15	multiple	multiple	ADJ
fis-3050	117	16	scales	scale	NOUN
fis-3050	117	17	of	of	ADP
fis-3050	117	18	analysis	analysis	NOUN
fis-3050	117	19	,	,	PUNCT
fis-3050	117	20	in	in	ADP
fis-3050	117	21	terms	term	NOUN
fis-3050	117	22	of	of	ADP
fis-3050	117	23	classification	classification	NOUN
fis-3050	117	24	,	,	PUNCT
fis-3050	117	25	segmentation	segmentation	NOUN
fis-3050	117	26	,	,	PUNCT
fis-3050	117	27	detection	detection	NOUN
fis-3050	117	28	of	of	ADP
fis-3050	117	29	contours	contours	NOUN
fis-3050	117	30	or	or	CCONJ
fis-3050	117	31	parameters	parameter	NOUN
fis-3050	117	32	of	of	ADP
fis-3050	117	33	interest	interest	NOUN
fis-3050	117	34	,	,	PUNCT
fis-3050	117	35	noise	noise	NOUN
fis-3050	117	36	reduction	reduction	NOUN
fis-3050	117	37	or	or	CCONJ
fis-3050	117	38	elimination	elimination	NOUN
fis-3050	117	39	,	,	PUNCT
fis-3050	117	40	compression	compression	NOUN
fis-3050	117	41	for	for	ADP
fis-3050	117	42	transmission	transmission	NOUN
fis-3050	117	43	or	or	CCONJ
fis-3050	117	44	storage	storage	NOUN
fis-3050	117	45	,	,	PUNCT
fis-3050	117	46	synthesis	synthesis	NOUN
fis-3050	117	47	or	or	CCONJ
fis-3050	117	48	reconstruction	reconstruction	NOUN
fis-3050	117	49	,	,	PUNCT
fis-3050	117	50	etc	etc	X
fis-3050	117	51	.	.	X
fis-3050	118	1	this	this	PRON
fis-3050	118	2	concerns	concern	VERB
fis-3050	118	3	many	many	ADJ
fis-3050	118	4	fields	field	NOUN
fis-3050	118	5	such	such	ADJ
fis-3050	118	6	as	as	ADP
fis-3050	118	7	astrophysics	astrophysic	NOUN
fis-3050	118	8	[	[	X
fis-3050	118	9	31	31	NUM
fis-3050	118	10	]	]	PUNCT
fis-3050	118	11	,	,	PUNCT
fis-3050	118	12	finance	finance	NOUN
fis-3050	118	13	[	[	X
fis-3050	118	14	32	32	NUM
fis-3050	118	15	]	]	PUNCT
fis-3050	118	16	,	,	PUNCT
fis-3050	118	17	fluid	fluid	ADJ
fis-3050	118	18	mechanics	mechanic	NOUN
fis-3050	118	19	[	[	X
fis-3050	118	20	33	33	NUM
fis-3050	118	21	]	]	PUNCT
fis-3050	118	22	,	,	PUNCT
fis-3050	118	23	thermodynamics	thermodynamic	NOUN
fis-3050	118	24	[	[	X
fis-3050	118	25	34	34	NUM
fis-3050	118	26	]	]	PUNCT
fis-3050	118	27	,	,	PUNCT
fis-3050	118	28	medicine	medicine	NOUN
fis-3050	118	29	and	and	CCONJ
fis-3050	118	30	biology	biology	NOUN
fis-3050	119	1	[	[	X
fis-3050	119	2	35–37	35–37	NOUN
fis-3050	119	3	]	]	PUNCT
fis-3050	119	4	,	,	PUNCT
fis-3050	119	5	multimedia	multimedia	NOUN
fis-3050	119	6	[	[	X
fis-3050	119	7	38	38	NUM
fis-3050	119	8	]	]	PUNCT
fis-3050	119	9	,	,	PUNCT
fis-3050	119	10	telecommunications	telecommunication	NOUN
fis-3050	119	11	[	[	X
fis-3050	119	12	39	39	NUM
fis-3050	119	13	,	,	PUNCT
fis-3050	119	14	40	40	NUM
fis-3050	119	15	]	]	PUNCT
fis-3050	119	16	,	,	PUNCT
fis-3050	119	17	signal	signal	NOUN
fis-3050	119	18	and	and	CCONJ
fis-3050	119	19	image	image	NOUN
fis-3050	119	20	processing	processing	NOUN
fis-3050	119	21	,	,	PUNCT
fis-3050	119	22	and	and	CCONJ
fis-3050	119	23	of	of	ADP
fis-3050	119	24	course	course	NOUN
fis-3050	119	25	,	,	PUNCT
fis-3050	119	26	the	the	DET
fis-3050	119	27	monitoring	monitoring	NOUN
fis-3050	119	28	of	of	ADP
fis-3050	119	29	cracks	crack	NOUN
fis-3050	119	30	and	and	CCONJ
fis-3050	119	31	detection	detection	NOUN
fis-3050	119	32	of	of	ADP
fis-3050	119	33	fractures	fracture	NOUN
fis-3050	119	34	in	in	ADP
fis-3050	119	35	materials	material	NOUN
fis-3050	119	36	[	[	X
fis-3050	119	37	41–46	41–46	NUM
fis-3050	119	38	]	]	PUNCT
fis-3050	119	39	.	.	PUNCT
fis-3050	120	1	mra	mra	PROPN
fis-3050	120	2	based	base	VERB
fis-3050	120	3	on	on	ADP
fis-3050	120	4	wavelets	wavelet	NOUN
fis-3050	120	5	can	can	AUX
fis-3050	120	6	thus	thus	ADV
fis-3050	120	7	become	become	VERB
fis-3050	120	8	an	an	DET
fis-3050	120	9	essential	essential	ADJ
fis-3050	120	10	tool	tool	NOUN
fis-3050	120	11	for	for	ADP
fis-3050	120	12	solving	solve	VERB
fis-3050	120	13	the	the	DET
fis-3050	120	14	difficulties	difficulty	NOUN
fis-3050	120	15	encountered	encounter	VERB
fis-3050	120	16	in	in	ADP
fis-3050	120	17	the	the	DET
fis-3050	120	18	above	above	ADV
fis-3050	120	19	-	-	PUNCT
fis-3050	120	20	mentioned	mention	VERB
fis-3050	120	21	fields	field	NOUN
fis-3050	120	22	.	.	PUNCT
fis-3050	121	1	this	this	DET
fis-3050	121	2	tool	tool	NOUN
fis-3050	121	3	,	,	PUNCT
fis-3050	121	4	sometimes	sometimes	ADV
fis-3050	121	5	described	describe	VERB
fis-3050	121	6	as	as	ADP
fis-3050	121	7	miraculous	miraculous	ADJ
fis-3050	121	8	,	,	PUNCT
fis-3050	121	9	produces	produce	VERB
fis-3050	121	10	an	an	DET
fis-3050	121	11	immediate	immediate	ADJ
fis-3050	121	12	,	,	PUNCT
fis-3050	121	13	easily	easily	ADV
fis-3050	121	14	interpretable	interpretable	ADJ
fis-3050	121	15	and	and	CCONJ
fis-3050	121	16	exploitable	exploitable	ADJ
fis-3050	121	17	result	result	NOUN
fis-3050	121	18	.	.	PUNCT
fis-3050	122	1	however	however	ADV
fis-3050	122	2	,	,	PUNCT
fis-3050	122	3	for	for	ADP
fis-3050	122	4	specific	specific	ADJ
fis-3050	122	5	applications	application	NOUN
fis-3050	122	6	requiring	require	VERB
fis-3050	122	7	the	the	DET
fis-3050	122	8	extraction	extraction	NOUN
fis-3050	122	9	of	of	ADP
fis-3050	122	10	targeted	target	VERB
fis-3050	122	11	information	information	NOUN
fis-3050	122	12	,	,	PUNCT
fis-3050	122	13	it	it	PRON
fis-3050	122	14	is	be	AUX
fis-3050	122	15	clear	clear	ADJ
fis-3050	122	16	that	that	SCONJ
fis-3050	122	17	advanced	advanced	ADJ
fis-3050	122	18	methods	method	NOUN
fis-3050	122	19	will	will	AUX
fis-3050	122	20	have	have	VERB
fis-3050	122	21	to	to	PART
fis-3050	122	22	be	be	AUX
fis-3050	122	23	developed	develop	VERB
fis-3050	122	24	and	and	CCONJ
fis-3050	122	25	“	"	PUNCT
fis-3050	122	26	merged	merge	VERB
fis-3050	122	27	”	"	PUNCT
fis-3050	122	28	in	in	ADP
fis-3050	122	29	order	order	NOUN
fis-3050	122	30	to	to	PART
fis-3050	122	31	effectively	effectively	ADV
fis-3050	122	32	utilize	utilize	VERB
fis-3050	122	33	existing	exist	VERB
fis-3050	122	34	techniques	technique	NOUN
fis-3050	122	35	or	or	CCONJ
fis-3050	122	36	to	to	PART
fis-3050	122	37	optimize	optimize	VERB
fis-3050	122	38	the	the	DET
fis-3050	122	39	analyses	analysis	NOUN
fis-3050	122	40	(	(	PUNCT
fis-3050	122	41	for	for	ADP
fis-3050	122	42	example	example	NOUN
fis-3050	122	43	in	in	ADP
fis-3050	122	44	compression	compression	NOUN
fis-3050	122	45	)	)	PUNCT
fis-3050	122	46	by	by	ADP
fis-3050	122	47	taking	take	VERB
fis-3050	122	48	into	into	ADP
fis-3050	122	49	account	account	NOUN
fis-3050	122	50	edges	edge	NOUN
fis-3050	122	51	or	or	CCONJ
fis-3050	122	52	contours	contours	NOUN
fis-3050	122	53	,	,	PUNCT
fis-3050	122	54	using	use	VERB
fis-3050	122	55	2nd	2nd	ADJ
fis-3050	122	56	and	and	CCONJ
fis-3050	122	57	3rd	3rd	ADJ
fis-3050	122	58	generation	generation	NOUN
fis-3050	122	59	wavelets	wavelet	NOUN
fis-3050	122	60	such	such	ADJ
fis-3050	122	61	as	as	ADP
fis-3050	122	62	peaks	peak	NOUN
fis-3050	122	63	,	,	PUNCT
fis-3050	122	64	curves	curve	VERB
fis-3050	122	65	[	[	X
fis-3050	122	66	47	47	NUM
fis-3050	122	67	]	]	PUNCT
fis-3050	122	68	,	,	PUNCT
fis-3050	122	69	contours	contour	VERB
fis-3050	122	70	[	[	X
fis-3050	122	71	48	48	NUM
fis-3050	122	72	]	]	PUNCT
fis-3050	122	73	,	,	PUNCT
fis-3050	122	74	bands	band	NOUN
fis-3050	122	75	[	[	X
fis-3050	122	76	49	49	NUM
fis-3050	122	77	]	]	PUNCT
fis-3050	122	78	,	,	PUNCT
fis-3050	122	79	etc	etc	X
fis-3050	122	80	.	.	X
fis-3050	122	81	indeed	indeed	ADV
fis-3050	122	82	,	,	PUNCT
fis-3050	122	83	these	these	DET
fis-3050	122	84	anisotropic	anisotropic	NOUN
fis-3050	122	85	wavelets	wavelet	NOUN
fis-3050	122	86	are	be	AUX
fis-3050	122	87	automatically	automatically	ADV
fis-3050	122	88	oriented	orient	VERB
fis-3050	122	89	and	and	CCONJ
fis-3050	122	90	extended	extend	VERB
fis-3050	122	91	by	by	ADP
fis-3050	122	92	unifying	unify	VERB
fis-3050	122	93	the	the	DET
fis-3050	122	94	geometry	geometry	NOUN
fis-3050	122	95	of	of	ADP
fis-3050	122	96	a	a	DET
fis-3050	122	97	given	give	VERB
fis-3050	122	98	edge	edge	NOUN
fis-3050	122	99	or	or	CCONJ
fis-3050	122	100	contour	contour	NOUN
fis-3050	122	101	.	.	PUNCT
fis-3050	123	1	this	this	DET
fis-3050	123	2	conceptualization	conceptualization	NOUN
fis-3050	123	3	of	of	ADP
fis-3050	123	4	mra	mra	NOUN
fis-3050	123	5	is	be	AUX
fis-3050	123	6	comparable	comparable	ADJ
fis-3050	123	7	to	to	ADP
fis-3050	123	8	a	a	DET
fis-3050	123	9	camera	camera	NOUN
fis-3050	123	10	that	that	PRON
fis-3050	123	11	moves	move	VERB
fis-3050	123	12	closer	close	ADV
fis-3050	123	13	to	to	ADP
fis-3050	123	14	a	a	DET
fis-3050	123	15	subject	subject	NOUN
fis-3050	123	16	or	or	CCONJ
fis-3050	123	17	uses	use	VERB
fis-3050	123	18	a	a	DET
fis-3050	123	19	zoom	zoom	NOUN
fis-3050	123	20	lens	lens	NOUN
fis-3050	123	21	to	to	PART
fis-3050	123	22	distinguish	distinguish	VERB
fis-3050	123	23	details	detail	NOUN
fis-3050	123	24	,	,	PUNCT
fis-3050	123	25	and	and	CCONJ
fis-3050	123	26	further	far	ADV
fis-3050	123	27	away	away	ADV
fis-3050	123	28	to	to	PART
fis-3050	123	29	capture	capture	VERB
fis-3050	123	30	larger	large	ADJ
fis-3050	123	31	features	feature	NOUN
fis-3050	123	32	–	–	PUNCT
fis-3050	123	33	the	the	DET
fis-3050	123	34	famous	famous	ADJ
fis-3050	123	35	concept	concept	NOUN
fis-3050	123	36	of	of	ADP
fis-3050	123	37	the	the	DET
fis-3050	123	38	mathematical	mathematical	ADJ
fis-3050	123	39	microscope	microscope	NOUN
fis-3050	123	40	.	.	PUNCT
fis-3050	124	1	the	the	DET
fis-3050	124	2	principle	principle	NOUN
fis-3050	124	3	of	of	ADP
fis-3050	124	4	wavelet	wavelet	NOUN
fis-3050	124	5	-	-	PUNCT
fis-3050	124	6	based	base	VERB
fis-3050	124	7	mra	mra	NOUN
fis-3050	124	8	is	be	AUX
fis-3050	124	9	illustrated	illustrate	VERB
fis-3050	124	10	in	in	ADP
fis-3050	124	11	figure	figure	NOUN
fis-3050	124	12	6	6	NUM
fis-3050	124	13	.	.	PUNCT
fis-3050	125	1	three	three	NUM
fis-3050	125	2	levels	level	NOUN
fis-3050	125	3	of	of	ADP
fis-3050	125	4	resolution	resolution	NOUN
fis-3050	125	5	are	be	AUX
fis-3050	125	6	considered	consider	VERB
fis-3050	125	7	here	here	ADV
fis-3050	125	8	.	.	PUNCT
fis-3050	126	1	at	at	ADP
fis-3050	126	2	the	the	DET
fis-3050	126	3	first	first	ADJ
fis-3050	126	4	level	level	NOUN
fis-3050	126	5	of	of	ADP
fis-3050	126	6	resolution	resolution	NOUN
fis-3050	126	7	,	,	PUNCT
fis-3050	126	8	the	the	DET
fis-3050	126	9	signal	signal	NOUN
fis-3050	126	10	s	s	VERB
fis-3050	126	11	is	be	AUX
fis-3050	126	12	decomposed	decompose	VERB
fis-3050	126	13	into	into	ADP
fis-3050	126	14	an	an	DET
fis-3050	126	15	approximation	approximation	NOUN
fis-3050	126	16	1a	1a	NOUN
fis-3050	126	17	and	and	CCONJ
fis-3050	126	18	a	a	DET
fis-3050	126	19	detail	detail	NOUN
fis-3050	126	20	1d	1d	NUM
fis-3050	126	21	.	.	PUNCT
fis-3050	127	1	at	at	ADP
fis-3050	127	2	the	the	DET
fis-3050	127	3	second	second	ADJ
fis-3050	127	4	level	level	NOUN
fis-3050	127	5	of	of	ADP
fis-3050	127	6	resolution	resolution	NOUN
fis-3050	127	7	,	,	PUNCT
fis-3050	127	8	the	the	DET
fis-3050	127	9	1a	1a	PROPN
fis-3050	127	10	approximation	approximation	NOUN
fis-3050	127	11	is	be	AUX
fis-3050	127	12	decomposed	decompose	VERB
fis-3050	127	13	into	into	ADP
fis-3050	127	14	an	an	DET
fis-3050	127	15	2a	2a	NUM
fis-3050	127	16	approximation	approximation	NOUN
fis-3050	127	17	and	and	CCONJ
fis-3050	127	18	a	a	DET
fis-3050	127	19	2d	2d	NUM
fis-3050	127	20	detail	detail	NOUN
fis-3050	127	21	.	.	PUNCT
fis-3050	128	1	finally	finally	ADV
fis-3050	128	2	,	,	PUNCT
fis-3050	128	3	at	at	ADP
fis-3050	128	4	the	the	DET
fis-3050	128	5	third	third	ADJ
fis-3050	128	6	level	level	NOUN
fis-3050	128	7	of	of	ADP
fis-3050	128	8	resolution	resolution	NOUN
fis-3050	128	9	,	,	PUNCT
fis-3050	128	10	the	the	DET
fis-3050	128	11	1a	1a	PROPN
fis-3050	128	12	approximation	approximation	NOUN
fis-3050	128	13	is	be	AUX
fis-3050	128	14	in	in	ADP
fis-3050	128	15	turn	turn	NOUN
fis-3050	128	16	decomposed	decompose	VERB
fis-3050	128	17	into	into	ADP
fis-3050	128	18	an	an	DET
fis-3050	128	19	3a	3a	NUM
fis-3050	128	20	approximation	approximation	NOUN
fis-3050	128	21	and	and	CCONJ
fis-3050	128	22	a	a	DET
fis-3050	128	23	3d	3d	NUM
fis-3050	128	24	detail	detail	NOUN
fis-3050	128	25	.	.	PUNCT
fis-3050	129	1	thus	thus	ADV
fis-3050	129	2	,	,	PUNCT
fis-3050	129	3	the	the	DET
fis-3050	129	4	signal	signal	NOUN
fis-3050	129	5	s	s	VERB
fis-3050	129	6	can	can	AUX
fis-3050	129	7	be	be	AUX
fis-3050	129	8	expressed	express	VERB
fis-3050	129	9	as	as	SCONJ
fis-3050	129	10	shown	show	VERB
fis-3050	129	11	in	in	ADP
fis-3050	129	12	(	(	PUNCT
fis-3050	129	13	1	1	NUM
fis-3050	129	14	)	)	PUNCT
fis-3050	129	15	.	.	PUNCT
fis-3050	130	1			PROPN
fis-3050	130	2			ADV
fis-3050	130	3			PUNCT
fis-3050	130	4	3	3	X
fis-3050	130	5	3	3	NUM
fis-3050	130	6	2	2	NUM
fis-3050	130	7	1s	1	NOUN
fis-3050	130	8	a	a	DET
fis-3050	130	9	d	d	X
fis-3050	130	10	d	d	X
fis-3050	130	11	d	d	PROPN
fis-3050	130	12	(	(	PUNCT
fis-3050	130	13	1	1	X
fis-3050	130	14	)	)	PUNCT
fis-3050	130	15	let	let	VERB
fis-3050	130	16			PROPN
fis-3050	130	17			PROPN
fis-3050	130	18	t	t	PROPN
fis-3050	130	19	denote	denote	VERB
fis-3050	130	20	a	a	DET
fis-3050	130	21	reference	reference	NOUN
fis-3050	130	22	pattern	pattern	NOUN
fis-3050	130	23	called	call	VERB
fis-3050	130	24	the	the	DET
fis-3050	130	25	mother	mother	NOUN
fis-3050	130	26	wavelet	wavelet	NOUN
fis-3050	130	27	.	.	PUNCT
fis-3050	131	1	it	it	PRON
fis-3050	131	2	is	be	AUX
fis-3050	131	3	generally	generally	ADV
fis-3050	131	4	requested	request	VERB
fis-3050	131	5	that	that	SCONJ
fis-3050	131	6			NOUN
fis-3050	131	7			PROPN
fis-3050	131	8	t	t	PROPN
fis-3050	131	9	has	have	AUX
fis-3050	131	10	jointly	jointly	ADV
fis-3050	131	11	highly	highly	ADV
fis-3050	131	12	concentrated	concentrated	ADJ
fis-3050	131	13	time	time	NOUN
fis-3050	131	14	and	and	CCONJ
fis-3050	131	15	frequency	frequency	NOUN
fis-3050	131	16	supports	support	NOUN
fis-3050	131	17	.	.	PUNCT
fis-3050	132	1			NOUN
fis-3050	132	2			PUNCT
fis-3050	132	3	t	t	PROPN
fis-3050	132	4	satisfies	satisfie	NOUN
fis-3050	132	5	(	(	PUNCT
fis-3050	132	6	2	2	NUM
fis-3050	132	7	)	)	PUNCT
fis-3050	132	8	,	,	PUNCT
fis-3050	132	9	when	when	SCONJ
fis-3050	132	10	n	n	PRON
fis-3050	132	11	controls	control	VERB
fis-3050	132	12	the	the	DET
fis-3050	132	13	number	number	NOUN
fis-3050	132	14	of	of	ADP
fis-3050	132	15	oscillations	oscillation	NOUN
fis-3050	132	16	of	of	ADP
fis-3050	132	17			PROPN
fis-3050	132	18			PROPN
fis-3050	132	19	t	t	PROPN
fis-3050	132	20	.	.	PUNCT
fis-3050	133	1	this	this	DET
fis-3050	133	2	relation	relation	NOUN
fis-3050	133	3	means	mean	VERB
fis-3050	133	4	that	that	SCONJ
fis-3050	133	5			NOUN
fis-3050	133	6			PROPN
fis-3050	133	7	t	t	PROPN
fis-3050	133	8	is	be	AUX
fis-3050	133	9	orthogonal	orthogonal	ADJ
fis-3050	133	10	to	to	ADP
fis-3050	133	11	polynomial	polynomial	ADJ
fis-3050	133	12	components	component	NOUN
fis-3050	133	13	of	of	ADP
fis-3050	133	14	degree	degree	NOUN
fis-3050	133	15	less	less	ADJ
fis-3050	133	16	than	than	ADP
fis-3050	133	17	n	n	PROPN
fis-3050	133	18	.	.	PUNCT
fis-3050	134	1	a.	a.	PROPN
fis-3050	134	2	arbaoui	arbaoui	PROPN
fis-3050	134	3	et	et	PROPN
fis-3050	134	4	alii	alii	PROPN
fis-3050	134	5	,	,	PUNCT
fis-3050	134	6	frattura	frattura	PROPN
fis-3050	134	7	ed	ed	PROPN
fis-3050	134	8	integrità	integrità	PROPN
fis-3050	134	9	strutturale	strutturale	PROPN
fis-3050	134	10	,	,	PUNCT
fis-3050	134	11	58	58	NUM
fis-3050	134	12	(	(	PUNCT
fis-3050	134	13	2021	2021	NUM
fis-3050	134	14	)	)	PUNCT
fis-3050	134	15	33	33	NUM
fis-3050	134	16	-	-	SYM
fis-3050	134	17	47	47	NUM
fis-3050	134	18	;	;	PUNCT
fis-3050	134	19	doi	doi	NOUN
fis-3050	134	20	:	:	PUNCT
fis-3050	134	21	10.3221	10.3221	NUM
fis-3050	134	22	/	/	SYM
fis-3050	134	23	igf	igf	PROPN
fis-3050	134	24	-	-	ADJ
fis-3050	134	25	esis.58.03	esis.58.03	ADJ
fis-3050	134	26	40	40	NUM
fis-3050	134	27	figure	figure	NOUN
fis-3050	134	28	6	6	NUM
fis-3050	134	29	:	:	PUNCT
fis-3050	134	30	principle	principle	NOUN
fis-3050	134	31	of	of	ADP
fis-3050	134	32	wavelet	wavelet	NOUN
fis-3050	134	33	-	-	PUNCT
fis-3050	134	34	based	base	VERB
fis-3050	134	35	multiresolution	multiresolution	NOUN
fis-3050	134	36	analysis	analysis	NOUN
fis-3050	134	37	with	with	ADP
fis-3050	134	38	three	three	NUM
fis-3050	134	39	levels	level	NOUN
fis-3050	134	40	of	of	ADP
fis-3050	134	41	resolution	resolution	NOUN
fis-3050	134	42	.	.	PUNCT
fis-3050	135	1			NOUN
fis-3050	135	2			PUNCT
fis-3050	135	3			NUM
fis-3050	135	4			VERB
fis-3050	135	5			NOUN
fis-3050	135	6			NOUN
fis-3050	135	7			PROPN
fis-3050	135	8	0	0	NUM
fis-3050	135	9	,	,	PUNCT
fis-3050	135	10	    	    	SPACE
fis-3050	135	11	0pt	0pt	NOUN
fis-3050	135	12	t	t	PROPN
fis-3050	135	13	dt	dt	X
fis-3050	136	1	p	p	PROPN
fis-3050	136	2	n	n	PROPN
fis-3050	136	3	(	(	PUNCT
fis-3050	136	4	2	2	NUM
fis-3050	136	5	)	)	PUNCT
fis-3050	136	6	the	the	DET
fis-3050	136	7	wavelet	wavelet	NOUN
fis-3050	136	8	transform	transform	VERB
fis-3050	136	9			PROPN
fis-3050	136	10	,xw	,xw	PROPN
fis-3050	136	11	u	u	PROPN
fis-3050	136	12	s	s	NOUN
fis-3050	136	13	of	of	ADP
fis-3050	136	14	a	a	DET
fis-3050	136	15	signal	signal	NOUN
fis-3050	136	16	x	x	PUNCT
fis-3050	136	17	at	at	ADP
fis-3050	136	18	time	time	NOUN
fis-3050	136	19	u	u	NOUN
fis-3050	136	20	and	and	CCONJ
fis-3050	136	21	scale	scale	NOUN
fis-3050	136	22	s	s	VERB
fis-3050	136	23	is	be	AUX
fis-3050	136	24	defined	define	VERB
fis-3050	136	25	by	by	ADP
fis-3050	136	26	(	(	PUNCT
fis-3050	136	27	3	3	NUM
fis-3050	136	28	)	)	PUNCT
fis-3050	136	29	,	,	PUNCT
fis-3050	136	30	where	where	SCONJ
fis-3050	136	31			NOUN
fis-3050	136	32	*	*	PUNCT
fis-3050	136	33	denotes	denote	VERB
fis-3050	136	34	the	the	DET
fis-3050	136	35	complex	complex	ADJ
fis-3050	136	36	conjugate	conjugate	NOUN
fis-3050	136	37	of	of	ADP
fis-3050	136	38			NOUN
fis-3050	136	39	.	.	PUNCT
fis-3050	137	1			NOUN
fis-3050	138	1			PUNCT
fis-3050	138	2			PROPN
fis-3050	138	3			PROPN
fis-3050	138	4			PROPN
fis-3050	138	5			NUM
fis-3050	138	6			PROPN
fis-3050	138	7			PROPN
fis-3050	138	8			ADJ
fis-3050	138	9			PROPN
fis-3050	138	10			PROPN
fis-3050	138	11	*	*	NOUN
fis-3050	138	12	,	,	PUNCT
fis-3050	138	13	x	x	PROPN
fis-3050	138	14	t	t	PROPN
fis-3050	138	15	u	u	PROPN
fis-3050	138	16	w	w	PROPN
fis-3050	138	17	u	u	PROPN
fis-3050	138	18	s	s	PROPN
fis-3050	138	19	x	x	X
fis-3050	138	20	t	t	X
fis-3050	138	21	dt	dt	X
fis-3050	138	22	s	s	X
fis-3050	138	23	(	(	PUNCT
fis-3050	138	24	3	3	NUM
fis-3050	138	25	)	)	PUNCT
fis-3050	138	26	looking	look	VERB
fis-3050	138	27	closely	closely	ADV
fis-3050	138	28	at	at	ADP
fis-3050	138	29	equations	equation	NOUN
fis-3050	138	30	(	(	PUNCT
fis-3050	138	31	2	2	NUM
fis-3050	138	32	)	)	PUNCT
fis-3050	138	33	and	and	CCONJ
fis-3050	138	34	(	(	PUNCT
fis-3050	138	35	3	3	NUM
fis-3050	138	36	)	)	PUNCT
fis-3050	138	37	,	,	PUNCT
fis-3050	138	38	it	it	PRON
fis-3050	138	39	is	be	AUX
fis-3050	138	40	clear	clear	ADJ
fis-3050	138	41	that	that	SCONJ
fis-3050	138	42			PROPN
fis-3050	138	43	,xw	,xw	PROPN
fis-3050	138	44	u	u	X
fis-3050	138	45	s	s	NOUN
fis-3050	138	46	will	will	AUX
fis-3050	138	47	be	be	AUX
fis-3050	138	48	insensitive	insensitive	ADJ
fis-3050	138	49	to	to	ADP
fis-3050	138	50	the	the	DET
fis-3050	138	51	most	most	ADV
fis-3050	138	52	regular	regular	ADJ
fis-3050	138	53	behaviors	behavior	NOUN
fis-3050	138	54	of	of	ADP
fis-3050	138	55	the	the	DET
fis-3050	138	56	signal	signal	NOUN
fis-3050	138	57	assimilated	assimilate	VERB
fis-3050	138	58	to	to	ADP
fis-3050	138	59	a	a	DET
fis-3050	138	60	polynomial	polynomial	NOUN
fis-3050	138	61	of	of	ADP
fis-3050	138	62	degree	degree	NOUN
fis-3050	138	63	less	less	ADJ
fis-3050	138	64	than	than	ADP
fis-3050	138	65	n	n	PROPN
fis-3050	138	66	(	(	PUNCT
fis-3050	138	67	the	the	DET
fis-3050	138	68	number	number	NOUN
fis-3050	138	69	of	of	ADP
fis-3050	138	70	vanishing	vanish	VERB
fis-3050	138	71	moments	moment	NOUN
fis-3050	138	72	of	of	ADP
fis-3050	138	73			NOUN
fis-3050	138	74	)	)	PUNCT
fis-3050	138	75	.	.	PUNCT
fis-3050	139	1	conversely	conversely	ADV
fis-3050	139	2	,	,	PUNCT
fis-3050	139	3			PROPN
fis-3050	139	4	,xw	,xw	PROPN
fis-3050	139	5	u	u	PROPN
fis-3050	139	6	s	s	NOUN
fis-3050	139	7	takes	take	VERB
fis-3050	139	8	into	into	ADP
fis-3050	139	9	account	account	NOUN
fis-3050	139	10	the	the	DET
fis-3050	139	11	irregular	irregular	ADJ
fis-3050	139	12	behavior	behavior	NOUN
fis-3050	139	13	of	of	ADP
fis-3050	139	14	polynomial	polynomial	ADJ
fis-3050	139	15	tendencies	tendency	NOUN
fis-3050	139	16	.	.	PUNCT
fis-3050	140	1	this	this	DET
fis-3050	140	2	important	important	ADJ
fis-3050	140	3	property	property	NOUN
fis-3050	140	4	plays	play	VERB
fis-3050	140	5	a	a	DET
fis-3050	140	6	central	central	ADJ
fis-3050	140	7	role	role	NOUN
fis-3050	140	8	in	in	ADP
fis-3050	140	9	the	the	DET
fis-3050	140	10	detection	detection	NOUN
fis-3050	140	11	of	of	ADP
fis-3050	140	12	signal	signal	NOUN
fis-3050	140	13	singularities	singularity	NOUN
fis-3050	140	14	,	,	PUNCT
fis-3050	140	15	especially	especially	ADV
fis-3050	140	16	in	in	ADP
fis-3050	140	17	the	the	DET
fis-3050	140	18	detection	detection	NOUN
fis-3050	140	19	and	and	CCONJ
fis-3050	140	20	tracking	tracking	NOUN
fis-3050	140	21	of	of	ADP
fis-3050	140	22	cracks	crack	NOUN
fis-3050	140	23	.	.	PUNCT
fis-3050	141	1	the	the	DET
fis-3050	141	2	discrete	discrete	ADJ
fis-3050	141	3	wavelet	wavelet	NOUN
fis-3050	141	4	transform	transform	NOUN
fis-3050	141	5	(	(	PUNCT
fis-3050	141	6	dwt	dwt	NOUN
fis-3050	141	7	)	)	PUNCT
fis-3050	141	8	is	be	AUX
fis-3050	141	9	given	give	VERB
fis-3050	141	10	by	by	ADP
fis-3050	141	11	(	(	PUNCT
fis-3050	141	12	4	4	NUM
fis-3050	141	13	)	)	PUNCT
fis-3050	141	14	.	.	PUNCT
fis-3050	142	1			NOUN
fis-3050	143	1			PUNCT
fis-3050	143	2			NOUN
fis-3050	143	3			SYM
fis-3050	143	4			NOUN
fis-3050	143	5			ADJ
fis-3050	143	6			PROPN
fis-3050	143	7			PROPN
fis-3050	143	8			PROPN
fis-3050	143	9			NOUN
fis-3050	143	10			PROPN
fis-3050	143	11			PROPN
fis-3050	143	12	,	,	PUNCT
fis-3050	143	13	2	2	NUM
fis-3050	143	14	,	,	PUNCT
fis-3050	143	15	2	2	NUM
fis-3050	143	16	,	,	PUNCT
fis-3050	143	17	    	    	SPACE
fis-3050	143	18	,	,	PUNCT
fis-3050	143	19	j	j	PROPN
fis-3050	143	20	j	j	PROPN
fis-3050	143	21	x	x	INTJ
fis-3050	144	1	xd	xd	INTJ
fis-3050	144	2	j	j	PROPN
fis-3050	144	3	k	k	PROPN
fis-3050	144	4	w	w	PROPN
fis-3050	144	5	u	u	PROPN
fis-3050	145	1	k	k	PROPN
fis-3050	145	2	s	s	PROPN
fis-3050	145	3	j	j	PROPN
fis-3050	145	4	k	k	X
fis-3050	145	5	(	(	PUNCT
fis-3050	145	6	4	4	NUM
fis-3050	145	7	)	)	PUNCT
fis-3050	145	8	clearly	clearly	ADV
fis-3050	145	9	,	,	PUNCT
fis-3050	145	10	to	to	PART
fis-3050	145	11	reduce	reduce	VERB
fis-3050	145	12	or	or	CCONJ
fis-3050	145	13	eliminate	eliminate	VERB
fis-3050	145	14	redundancy	redundancy	NOUN
fis-3050	145	15	,	,	PUNCT
fis-3050	145	16	the	the	DET
fis-3050	145	17	family	family	NOUN
fis-3050	145	18			PROPN
fis-3050	145	19			NOUN
fis-3050	145	20			PROPN
fis-3050	145	21			PROPN
fis-3050	145	22	2	2	NOUN
fis-3050	145	23	,	,	PUNCT
fis-3050	145	24	,	,	PUNCT
fis-3050	146	1	j	j	PROPN
fis-3050	146	2	k	k	PROPN
fis-3050	146	3	j	j	PROPN
fis-3050	146	4	k	k	PROPN
fis-3050	146	5	must	must	AUX
fis-3050	146	6	be	be	AUX
fis-3050	146	7	an	an	DET
fis-3050	146	8	orthonormal	orthonormal	ADJ
fis-3050	146	9	basis	basis	NOUN
fis-3050	146	10	of	of	ADP
fis-3050	146	11			NOUN
fis-3050	146	12			PROPN
fis-3050	146	13	2	2	NOUN
fis-3050	146	14	,	,	PUNCT
fis-3050	146	15	where	where	SCONJ
fis-3050	146	16			NOUN
fis-3050	146	17			PROPN
fis-3050	146	18	2	2	NOUN
fis-3050	146	19	denotes	denote	VERB
fis-3050	146	20	the	the	DET
fis-3050	146	21	vector	vector	NOUN
fis-3050	146	22	space	space	NOUN
fis-3050	146	23	of	of	ADP
fis-3050	146	24	one	one	NUM
fis-3050	146	25	-	-	PUNCT
fis-3050	146	26	dimensional	dimensional	ADJ
fis-3050	146	27	measurable	measurable	ADJ
fis-3050	146	28	,	,	PUNCT
fis-3050	146	29	square	square	ADJ
fis-3050	146	30	-	-	PUNCT
fis-3050	146	31	integrable	integrable	ADJ
fis-3050	146	32	functions	function	NOUN
fis-3050	146	33	.	.	PUNCT
fis-3050	147	1	this	this	DET
fis-3050	147	2	property	property	NOUN
fis-3050	147	3	of	of	ADP
fis-3050	147	4	the	the	DET
fis-3050	147	5	wavelet	wavelet	NOUN
fis-3050	147	6	makes	make	VERB
fis-3050	147	7	it	it	PRON
fis-3050	147	8	possible	possible	ADJ
fis-3050	147	9	to	to	PART
fis-3050	147	10	obtain	obtain	VERB
fis-3050	147	11	a	a	DET
fis-3050	147	12	fast	fast	ADJ
fis-3050	147	13	wavelet	wavelet	NOUN
fis-3050	147	14	transform	transform	NOUN
fis-3050	147	15	.	.	PUNCT
fis-3050	148	1	the	the	DET
fis-3050	148	2	fast	fast	ADJ
fis-3050	148	3	wavelet	wavelet	NOUN
fis-3050	148	4	transformation	transformation	NOUN
fis-3050	148	5	is	be	AUX
fis-3050	148	6	calculated	calculate	VERB
fis-3050	148	7	by	by	ADP
fis-3050	148	8	a	a	DET
fis-3050	148	9	cascade	cascade	NOUN
fis-3050	148	10	of	of	ADP
fis-3050	148	11	low	low	ADJ
fis-3050	148	12	-	-	PUNCT
fis-3050	148	13	pass	pass	NOUN
fis-3050	148	14	filtering	filtering	NOUN
fis-3050	148	15	by	by	ADP
fis-3050	148	16	h	h	NOUN
fis-3050	148	17	and	and	CCONJ
fis-3050	148	18	high	high	ADJ
fis-3050	148	19	-	-	PUNCT
fis-3050	148	20	pass	pass	NOUN
fis-3050	148	21	filtering	filtering	NOUN
fis-3050	148	22	by	by	ADP
fis-3050	148	23	g	g	PROPN
fis-3050	148	24	followed	follow	VERB
fis-3050	148	25	by	by	ADP
fis-3050	148	26	a	a	DET
fis-3050	148	27	downsampling	downsample	VERB
fis-3050	148	28	(	(	PUNCT
fis-3050	148	29	or	or	CCONJ
fis-3050	148	30	decimation	decimation	NOUN
fis-3050	148	31	)	)	PUNCT
fis-3050	148	32	by	by	ADP
fis-3050	148	33	a	a	DET
fis-3050	148	34	factor	factor	NOUN
fis-3050	148	35	of	of	ADP
fis-3050	148	36	2	2	NUM
fis-3050	148	37	(	(	PUNCT
fis-3050	148	38	see	see	VERB
fis-3050	148	39	figure	figure	NOUN
fis-3050	148	40	7	7	NUM
fis-3050	148	41	)	)	PUNCT
fis-3050	148	42	.	.	PUNCT
fis-3050	149	1	in	in	ADP
fis-3050	149	2	figure	figure	NOUN
fis-3050	149	3	7	7	NUM
fis-3050	149	4	,	,	PUNCT
fis-3050	149	5	ja	ja	PROPN
fis-3050	149	6	(	(	PUNCT
fis-3050	149	7	or	or	CCONJ
fis-3050	149	8			PROPN
fis-3050	149	9	,xa	,xa	PROPN
fis-3050	150	1	j	j	PROPN
fis-3050	150	2	k	k	PROPN
fis-3050	150	3	,	,	PUNCT
fis-3050	150	4	where	where	SCONJ
fis-3050	150	5	k	k	PROPN
fis-3050	150	6	is	be	AUX
fis-3050	150	7	time	time	NOUN
fis-3050	150	8	)	)	PUNCT
fis-3050	150	9	and	and	CCONJ
fis-3050	150	10	jd	jd	PROPN
fis-3050	150	11	(	(	PUNCT
fis-3050	150	12	or	or	CCONJ
fis-3050	150	13			PROPN
fis-3050	150	14	,xd	,xd	NOUN
fis-3050	151	1	j	j	PROPN
fis-3050	151	2	k	k	PROPN
fis-3050	151	3	,	,	PUNCT
fis-3050	151	4	where	where	SCONJ
fis-3050	151	5	k	k	PROPN
fis-3050	151	6	is	be	AUX
fis-3050	151	7	time	time	NOUN
fis-3050	151	8	)	)	PUNCT
fis-3050	151	9	are	be	AUX
fis-3050	151	10	referred	refer	VERB
fis-3050	151	11	to	to	ADP
fis-3050	151	12	as	as	ADP
fis-3050	151	13	approximation	approximation	NOUN
fis-3050	151	14	coefficients	coefficient	NOUN
fis-3050	151	15	and	and	CCONJ
fis-3050	151	16	wavelet	wavelet	NOUN
fis-3050	151	17	coefficients	coefficient	NOUN
fis-3050	151	18	(	(	PUNCT
fis-3050	151	19	or	or	CCONJ
fis-3050	151	20	details	detail	NOUN
fis-3050	151	21	)	)	PUNCT
fis-3050	151	22	of	of	ADP
fis-3050	151	23	the	the	DET
fis-3050	151	24	signal	signal	NOUN
fis-3050	151	25	at	at	ADP
fis-3050	151	26	level	level	PROPN
fis-3050	151	27	j	j	PROPN
fis-3050	151	28	,	,	PUNCT
fis-3050	151	29	respectively	respectively	ADV
fis-3050	151	30	.	.	PUNCT
fis-3050	152	1	moreover	moreover	ADV
fis-3050	152	2	,	,	PUNCT
fis-3050	152	3	the	the	DET
fis-3050	152	4	symbol	symbol	NOUN
fis-3050	152	5	represents	represent	VERB
fis-3050	152	6	the	the	DET
fis-3050	152	7	decimation	decimation	NOUN
fis-3050	152	8	by	by	ADP
fis-3050	152	9	a	a	DET
fis-3050	152	10	factor	factor	NOUN
fis-3050	152	11	of	of	ADP
fis-3050	152	12	2	2	NUM
fis-3050	152	13	,	,	PUNCT
fis-3050	152	14	i.e.	i.e.	X
fis-3050	152	15	,	,	PUNCT
fis-3050	152	16	keeping	keep	VERB
fis-3050	152	17	every	every	DET
fis-3050	152	18	other	other	ADJ
fis-3050	152	19	sample	sample	NOUN
fis-3050	152	20	.	.	PUNCT
fis-3050	153	1	the	the	DET
fis-3050	153	2	impulse	impulse	ADJ
fis-3050	153	3	response	response	NOUN
fis-3050	153	4	of	of	ADP
fis-3050	153	5	the	the	DET
fis-3050	153	6	mirror	mirror	NOUN
fis-3050	153	7	low	low	ADJ
fis-3050	153	8	-	-	PUNCT
fis-3050	153	9	pass	pass	NOUN
fis-3050	153	10	filter	filter	NOUN
fis-3050	153	11	is	be	AUX
fis-3050	153	12			NOUN
fis-3050	153	13			PUNCT
fis-3050	153	14			NOUN
fis-3050	154	1			NOUN
fis-3050	155	1	h	h	PROPN
fis-3050	156	1	k	k	PROPN
fis-3050	156	2	h	h	PROPN
fis-3050	156	3	k	k	PROPN
fis-3050	157	1	and	and	CCONJ
fis-3050	157	2	that	that	PRON
fis-3050	157	3	of	of	ADP
fis-3050	157	4	the	the	DET
fis-3050	157	5	mirror	mirror	NOUN
fis-3050	157	6	high	high	ADJ
fis-3050	157	7	-	-	PUNCT
fis-3050	157	8	pass	pass	NOUN
fis-3050	157	9	filter	filter	NOUN
fis-3050	157	10	is	be	AUX
fis-3050	157	11			NOUN
fis-3050	157	12			PUNCT
fis-3050	157	13			PROPN
fis-3050	158	1			INTJ
fis-3050	158	2	g	g	PROPN
fis-3050	159	1	k	k	PROPN
fis-3050	159	2	g	g	PROPN
fis-3050	159	3	k	k	PROPN
fis-3050	159	4	.	.	PUNCT
fis-3050	160	1	these	these	DET
fis-3050	160	2	two	two	NUM
fis-3050	160	3	impulse	impulse	ADJ
fis-3050	160	4	responses	response	NOUN
fis-3050	160	5	are	be	AUX
fis-3050	160	6	linked	link	VERB
fis-3050	160	7	by	by	ADP
fis-3050	160	8			NOUN
fis-3050	160	9			PROPN
fis-3050	160	10			NOUN
fis-3050	160	11			SYM
fis-3050	160	12			PROPN
fis-3050	160	13			NOUN
fis-3050	161	1			PROPN
fis-3050	161	2	1	1	ADJ
fis-3050	161	3	1	1	NUM
fis-3050	161	4	kg	kg	NOUN
fis-3050	161	5	k	k	NOUN
fis-3050	161	6	h	h	NOUN
fis-3050	162	1	k	k	X
fis-3050	162	2	whose	whose	DET
fis-3050	162	3	coefficients	coefficient	NOUN
fis-3050	162	4	are	be	AUX
fis-3050	162	5	obtained	obtain	VERB
fis-3050	162	6	directly	directly	ADV
fis-3050	162	7	from	from	ADP
fis-3050	162	8	the	the	DET
fis-3050	162	9	chosen	choose	VERB
fis-3050	162	10	wavelet	wavelet	NOUN
fis-3050	162	11			NOUN
fis-3050	163	1	[	[	X
fis-3050	163	2	13	13	NUM
fis-3050	163	3	]	]	PUNCT
fis-3050	163	4	.	.	PUNCT
fis-3050	164	1	figure	figure	NOUN
fis-3050	164	2	8	8	NUM
fis-3050	164	3	shows	show	VERB
fis-3050	164	4	an	an	DET
fis-3050	164	5	example	example	NOUN
fis-3050	164	6	of	of	ADP
fis-3050	164	7	signal	signal	ADJ
fis-3050	164	8	decomposition	decomposition	NOUN
fis-3050	164	9	over	over	ADP
fis-3050	164	10	three	three	NUM
fis-3050	164	11	levels	level	NOUN
fis-3050	164	12	of	of	ADP
fis-3050	164	13	resolution	resolution	NOUN
fis-3050	164	14	using	use	VERB
fis-3050	164	15	matlab	matlab	PROPN
fis-3050	164	16	.	.	PUNCT
fis-3050	165	1	note	note	VERB
fis-3050	165	2	that	that	SCONJ
fis-3050	165	3	the	the	DET
fis-3050	165	4	original	original	ADJ
fis-3050	165	5	signal	signal	NOUN
fis-3050	165	6	has	have	VERB
fis-3050	165	7	1,000	1,000	NUM
fis-3050	165	8	samples	sample	NOUN
fis-3050	165	9	while	while	SCONJ
fis-3050	165	10	the	the	DET
fis-3050	165	11	detail	detail	NOUN
fis-3050	165	12	(	(	PUNCT
fis-3050	165	13	and	and	CCONJ
fis-3050	165	14	approximation	approximation	NOUN
fis-3050	165	15	)	)	PUNCT
fis-3050	165	16	signals	signal	NOUN
fis-3050	165	17	have	have	AUX
fis-3050	165	18	been	be	AUX
fis-3050	165	19	decimated	decimate	VERB
fis-3050	165	20	by	by	ADP
fis-3050	165	21	a	a	DET
fis-3050	165	22	factor	factor	NOUN
fis-3050	165	23	of	of	ADP
fis-3050	165	24	2	2	NUM
fis-3050	165	25	at	at	ADP
fis-3050	165	26	each	each	DET
fis-3050	165	27	resolution	resolution	NOUN
fis-3050	165	28	a.	a.	PROPN
fis-3050	165	29	arbaoui	arbaoui	PROPN
fis-3050	165	30	et	et	PROPN
fis-3050	165	31	alii	alii	PROPN
fis-3050	165	32	,	,	PUNCT
fis-3050	165	33	frattura	frattura	PROPN
fis-3050	165	34	ed	ed	PROPN
fis-3050	165	35	integrità	integrità	PROPN
fis-3050	165	36	strutturale	strutturale	PROPN
fis-3050	165	37	,	,	PUNCT
fis-3050	165	38	58	58	NUM
fis-3050	165	39	(	(	PUNCT
fis-3050	165	40	2021	2021	NUM
fis-3050	165	41	)	)	PUNCT
fis-3050	165	42	33	33	NUM
fis-3050	165	43	-	-	SYM
fis-3050	165	44	47	47	NUM
fis-3050	165	45	;	;	PUNCT
fis-3050	165	46	doi	doi	NOUN
fis-3050	165	47	:	:	PUNCT
fis-3050	165	48	10.3221	10.3221	NUM
fis-3050	165	49	/	/	SYM
fis-3050	165	50	igf	igf	PROPN
fis-3050	165	51	-	-	ADJ
fis-3050	165	52	esis.58.03	esis.58.03	ADJ
fis-3050	165	53	41	41	NUM
fis-3050	165	54	level	level	NOUN
fis-3050	165	55	.	.	PUNCT
fis-3050	166	1	thus	thus	ADV
fis-3050	166	2	,	,	PUNCT
fis-3050	166	3	after	after	ADP
fis-3050	166	4	3	3	NUM
fis-3050	166	5	levels	level	NOUN
fis-3050	166	6	of	of	ADP
fis-3050	166	7	resolution	resolution	NOUN
fis-3050	166	8	,	,	PUNCT
fis-3050	166	9	from	from	ADP
fis-3050	166	10	a	a	DET
fis-3050	166	11	signal	signal	NOUN
fis-3050	166	12	of	of	ADP
fis-3050	166	13	1,000	1,000	NUM
fis-3050	166	14	samples	sample	NOUN
fis-3050	166	15	,	,	PUNCT
fis-3050	166	16	we	we	PRON
fis-3050	166	17	arrive	arrive	VERB
fis-3050	166	18	at	at	ADP
fis-3050	166	19	the	the	DET
fis-3050	166	20	3a	3a	NUM
fis-3050	166	21	approximation	approximation	NOUN
fis-3050	166	22	and	and	CCONJ
fis-3050	166	23	the	the	DET
fis-3050	166	24	3d	3d	PROPN
fis-3050	166	25	detail	detail	NOUN
fis-3050	166	26	,	,	PUNCT
fis-3050	166	27	which	which	PRON
fis-3050	166	28	each	each	PRON
fis-3050	166	29	have	have	VERB
fis-3050	166	30	only	only	ADV
fis-3050	166	31	125	125	NUM
fis-3050	166	32	samples	sample	NOUN
fis-3050	166	33	.	.	PUNCT
fis-3050	167	1	figure	figure	VERB
fis-3050	167	2	7	7	NUM
fis-3050	167	3	:	:	PUNCT
fis-3050	167	4	principle	principle	NOUN
fis-3050	167	5	of	of	ADP
fis-3050	167	6	fast	fast	ADJ
fis-3050	167	7	wavelet	wavelet	NOUN
fis-3050	167	8	transform	transform	NOUN
fis-3050	167	9	or	or	CCONJ
fis-3050	167	10	multiresolution	multiresolution	NOUN
fis-3050	167	11	analysis	analysis	NOUN
fis-3050	167	12	.	.	PUNCT
fis-3050	168	1	in	in	ADP
fis-3050	168	2	this	this	DET
fis-3050	168	3	study	study	NOUN
fis-3050	168	4	,	,	PUNCT
fis-3050	168	5	the	the	DET
fis-3050	168	6	investigative	investigative	ADJ
fis-3050	168	7	ultrasonic	ultrasonic	ADJ
fis-3050	168	8	signal	signal	NOUN
fis-3050	168	9	scalogram	scalogram	NOUN
fis-3050	168	10	will	will	AUX
fis-3050	168	11	be	be	AUX
fis-3050	168	12	used	use	VERB
fis-3050	168	13	to	to	PART
fis-3050	168	14	determine	determine	VERB
fis-3050	168	15	and	and	CCONJ
fis-3050	168	16	analyze	analyze	VERB
fis-3050	168	17	cracks	crack	NOUN
fis-3050	168	18	in	in	ADP
fis-3050	168	19	concrete	concrete	NOUN
fis-3050	168	20	.	.	PUNCT
fis-3050	169	1	the	the	DET
fis-3050	169	2	scalogram	scalogram	NOUN
fis-3050	169	3	of	of	ADP
fis-3050	169	4	the	the	DET
fis-3050	169	5	signal	signal	ADJ
fis-3050	169	6			PROPN
fis-3050	169	7	x	x	PROPN
fis-3050	169	8	t	t	PROPN
fis-3050	169	9	can	can	AUX
fis-3050	169	10	be	be	AUX
fis-3050	169	11	defined	define	VERB
fis-3050	169	12	using	use	VERB
fis-3050	169	13	(	(	PUNCT
fis-3050	169	14	5	5	NUM
fis-3050	169	15	)	)	PUNCT
fis-3050	169	16	.	.	PUNCT
fis-3050	170	1			NOUN
fis-3050	171	1			PUNCT
fis-3050	171	2			NOUN
fis-3050	171	3			PROPN
fis-3050	171	4			NOUN
fis-3050	171	5			PROPN
fis-3050	171	6			VERB
fis-3050	171	7			NOUN
fis-3050	171	8			INTJ
fis-3050	171	9	2	2	PROPN
fis-3050	171	10	,	,	PUNCT
fis-3050	171	11	,	,	PUNCT
fis-3050	171	12	      	      	SPACE
fis-3050	171	13	,	,	PUNCT
fis-3050	171	14	x	x	PROPN
fis-3050	171	15	xs	xs	PROPN
fis-3050	172	1	j	j	PROPN
fis-3050	172	2	k	k	PROPN
fis-3050	173	1	d	d	X
fis-3050	173	2	j	j	PROPN
fis-3050	174	1	k	k	PROPN
fis-3050	174	2	j	j	PROPN
fis-3050	174	3	k	k	X
fis-3050	174	4	(	(	PUNCT
fis-3050	174	5	5	5	NUM
fis-3050	174	6	)	)	PUNCT
fis-3050	174	7	figure	figure	NOUN
fis-3050	174	8	9	9	NUM
fis-3050	174	9	shows	show	VERB
fis-3050	174	10	an	an	DET
fis-3050	174	11	example	example	NOUN
fis-3050	174	12	of	of	ADP
fis-3050	174	13	scalogram	scalogram	NOUN
fis-3050	174	14	of	of	ADP
fis-3050	174	15	a	a	DET
fis-3050	174	16	signal	signal	NOUN
fis-3050	174	17	representing	represent	VERB
fis-3050	174	18	three	three	NUM
fis-3050	174	19	cracks	crack	NOUN
fis-3050	174	20	in	in	ADP
fis-3050	174	21	a	a	DET
fis-3050	174	22	concrete	concrete	ADJ
fis-3050	174	23	specimen	speciman	NOUN
fis-3050	174	24	,	,	PUNCT
fis-3050	174	25	one	one	NUM
fis-3050	174	26	of	of	ADP
fis-3050	174	27	which	which	PRON
fis-3050	174	28	(	(	PUNCT
fis-3050	174	29	the	the	DET
fis-3050	174	30	central	central	ADJ
fis-3050	174	31	crack	crack	NOUN
fis-3050	174	32	)	)	PUNCT
fis-3050	174	33	is	be	AUX
fis-3050	174	34	in	in	ADP
fis-3050	174	35	an	an	DET
fis-3050	174	36	advanced	advanced	ADJ
fis-3050	174	37	state	state	NOUN
fis-3050	174	38	that	that	PRON
fis-3050	174	39	could	could	AUX
fis-3050	174	40	lead	lead	VERB
fis-3050	174	41	to	to	ADP
fis-3050	174	42	an	an	DET
fis-3050	174	43	imminent	imminent	ADJ
fis-3050	174	44	rupture	rupture	NOUN
fis-3050	174	45	.	.	PUNCT
fis-3050	175	1	figure	figure	NOUN
fis-3050	175	2	8	8	NUM
fis-3050	175	3	:	:	PUNCT
fis-3050	175	4	example	example	NOUN
fis-3050	175	5	of	of	ADP
fis-3050	175	6	decomposition	decomposition	NOUN
fis-3050	175	7	of	of	ADP
fis-3050	175	8	a	a	DET
fis-3050	175	9	signal	signal	NOUN
fis-3050	175	10	on	on	ADP
fis-3050	175	11	three	three	NUM
fis-3050	175	12	levels	level	NOUN
fis-3050	175	13	of	of	ADP
fis-3050	175	14	resolution	resolution	NOUN
fis-3050	175	15	using	use	VERB
fis-3050	175	16	matlab	matlab	PROPN
fis-3050	175	17	.	.	PUNCT
fis-3050	176	1	detecting	detect	VERB
fis-3050	176	2	cracks	crack	NOUN
fis-3050	176	3	in	in	ADP
fis-3050	176	4	concrete	concrete	NOUN
fis-3050	176	5	using	use	VERB
fis-3050	176	6	deep	deep	ADJ
fis-3050	176	7	neural	neural	ADJ
fis-3050	176	8	networks	network	NOUN
fis-3050	176	9	in	in	ADP
fis-3050	176	10	recent	recent	ADJ
fis-3050	176	11	years	year	NOUN
fis-3050	176	12	,	,	PUNCT
fis-3050	176	13	artificial	artificial	ADJ
fis-3050	176	14	intelligence	intelligence	NOUN
fis-3050	176	15	has	have	AUX
fis-3050	176	16	become	become	VERB
fis-3050	176	17	a	a	DET
fis-3050	176	18	necessity	necessity	NOUN
fis-3050	176	19	because	because	SCONJ
fis-3050	176	20	of	of	ADP
fis-3050	176	21	its	its	PRON
fis-3050	176	22	groundbreaking	groundbreake	VERB
fis-3050	176	23	innovations	innovation	NOUN
fis-3050	176	24	in	in	ADP
fis-3050	176	25	many	many	ADJ
fis-3050	176	26	areas	area	NOUN
fis-3050	176	27	,	,	PUNCT
fis-3050	176	28	including	include	VERB
fis-3050	176	29	pattern	pattern	NOUN
fis-3050	176	30	recognition	recognition	NOUN
fis-3050	176	31	in	in	ADP
fis-3050	176	32	construction	construction	NOUN
fis-3050	176	33	and	and	CCONJ
fis-3050	176	34	structural	structural	ADJ
fis-3050	176	35	engineering	engineering	NOUN
fis-3050	176	36	[	[	X
fis-3050	176	37	50	50	NUM
fis-3050	176	38	]	]	PUNCT
fis-3050	176	39	.	.	PUNCT
fis-3050	177	1	deep	deep	ADJ
fis-3050	177	2	learning	learning	NOUN
fis-3050	177	3	methods	method	NOUN
fis-3050	177	4	,	,	PUNCT
fis-3050	177	5	which	which	PRON
fis-3050	177	6	use	use	VERB
fis-3050	177	7	consecutive	consecutive	ADJ
fis-3050	177	8	hidden	hidden	ADJ
fis-3050	177	9	layers	layer	NOUN
fis-3050	177	10	of	of	ADP
fis-3050	177	11	information	information	NOUN
fis-3050	177	12	processing	processing	NOUN
fis-3050	177	13	organized	organize	VERB
fis-3050	177	14	in	in	ADP
fis-3050	177	15	a	a	DET
fis-3050	177	16	hierarchical	hierarchical	ADJ
fis-3050	177	17	manner	manner	NOUN
fis-3050	177	18	,	,	PUNCT
fis-3050	177	19	have	have	AUX
fis-3050	177	20	become	become	VERB
fis-3050	177	21	essential	essential	ADJ
fis-3050	177	22	for	for	ADP
fis-3050	177	23	representation	representation	NOUN
fis-3050	177	24	,	,	PUNCT
fis-3050	177	25	learning	learning	NOUN
fis-3050	177	26	and	and	CCONJ
fis-3050	177	27	classification	classification	NOUN
fis-3050	177	28	.	.	PUNCT
fis-3050	178	1	considered	consider	VERB
fis-3050	178	2	today	today	NOUN
fis-3050	178	3	in	in	ADP
fis-3050	178	4	the	the	DET
fis-3050	178	5	top	top	ADJ
fis-3050	178	6	10	10	NUM
fis-3050	178	7	of	of	ADP
fis-3050	178	8	the	the	DET
fis-3050	178	9	most	most	ADV
fis-3050	178	10	efficient	efficient	ADJ
fis-3050	178	11	and	and	CCONJ
fis-3050	178	12	flexible	flexible	ADJ
fis-3050	178	13	deep	deep	ADJ
fis-3050	178	14	learning	learning	NOUN
fis-3050	178	15	techniques	technique	NOUN
fis-3050	178	16	,	,	PUNCT
fis-3050	178	17	a.	a.	PROPN
fis-3050	178	18	arbaoui	arbaoui	PROPN
fis-3050	178	19	et	et	PROPN
fis-3050	178	20	alii	alii	PROPN
fis-3050	178	21	,	,	PUNCT
fis-3050	178	22	frattura	frattura	PROPN
fis-3050	178	23	ed	ed	PROPN
fis-3050	178	24	integrità	integrità	PROPN
fis-3050	178	25	strutturale	strutturale	PROPN
fis-3050	178	26	,	,	PUNCT
fis-3050	178	27	58	58	NUM
fis-3050	178	28	(	(	PUNCT
fis-3050	178	29	2021	2021	NUM
fis-3050	178	30	)	)	PUNCT
fis-3050	178	31	33	33	NUM
fis-3050	178	32	-	-	SYM
fis-3050	178	33	47	47	NUM
fis-3050	178	34	;	;	PUNCT
fis-3050	178	35	doi	doi	NOUN
fis-3050	178	36	:	:	PUNCT
fis-3050	178	37	10.3221	10.3221	NUM
fis-3050	178	38	/	/	SYM
fis-3050	178	39	igf	igf	PROPN
fis-3050	178	40	-	-	ADJ
fis-3050	178	41	esis.58.03	esis.58.03	ADJ
fis-3050	178	42	42	42	NUM
fis-3050	178	43	convolutional	convolutional	ADJ
fis-3050	178	44	neural	neural	ADJ
fis-3050	178	45	networks	network	NOUN
fis-3050	178	46	(	(	PUNCT
fis-3050	178	47	cnns	cnns	PROPN
fis-3050	178	48	)	)	PUNCT
fis-3050	178	49	are	be	AUX
fis-3050	178	50	particularly	particularly	ADV
fis-3050	178	51	well	well	ADV
fis-3050	178	52	suited	suited	ADJ
fis-3050	178	53	for	for	ADP
fis-3050	178	54	tasks	task	NOUN
fis-3050	178	55	such	such	ADJ
fis-3050	178	56	as	as	ADP
fis-3050	178	57	image	image	NOUN
fis-3050	178	58	recognition	recognition	NOUN
fis-3050	178	59	,	,	PUNCT
fis-3050	178	60	image	image	NOUN
fis-3050	178	61	analysis	analysis	NOUN
fis-3050	178	62	,	,	PUNCT
fis-3050	178	63	image	image	NOUN
fis-3050	178	64	segmentation	segmentation	NOUN
fis-3050	178	65	,	,	PUNCT
fis-3050	178	66	video	video	NOUN
fis-3050	178	67	analysis	analysis	NOUN
fis-3050	178	68	or	or	CCONJ
fis-3050	178	69	natural	natural	ADJ
fis-3050	178	70	language	language	NOUN
fis-3050	178	71	processing	processing	NOUN
fis-3050	178	72	[	[	X
fis-3050	178	73	51	51	NUM
fis-3050	178	74	,	,	PUNCT
fis-3050	178	75	52	52	NUM
fis-3050	178	76	]	]	PUNCT
fis-3050	178	77	.	.	PUNCT
fis-3050	179	1	however	however	ADV
fis-3050	179	2	,	,	PUNCT
fis-3050	179	3	this	this	DET
fis-3050	179	4	type	type	NOUN
fis-3050	179	5	of	of	ADP
fis-3050	179	6	machine	machine	NOUN
fis-3050	179	7	learning	learning	NOUN
fis-3050	179	8	requires	require	VERB
fis-3050	179	9	the	the	DET
fis-3050	179	10	use	use	NOUN
fis-3050	179	11	of	of	ADP
fis-3050	179	12	sufficiently	sufficiently	ADV
fis-3050	179	13	large	large	ADJ
fis-3050	179	14	input	input	NOUN
fis-3050	179	15	database	database	NOUN
fis-3050	179	16	for	for	ADP
fis-3050	179	17	training	training	NOUN
fis-3050	179	18	and	and	CCONJ
fis-3050	179	19	testing	testing	NOUN
fis-3050	179	20	to	to	PART
fis-3050	179	21	ensure	ensure	VERB
fis-3050	179	22	the	the	DET
fis-3050	179	23	highest	high	ADJ
fis-3050	179	24	possible	possible	ADJ
fis-3050	179	25	accuracy	accuracy	NOUN
fis-3050	179	26	of	of	ADP
fis-3050	179	27	the	the	DET
fis-3050	179	28	recognition	recognition	NOUN
fis-3050	179	29	process	process	NOUN
fis-3050	179	30	[	[	X
fis-3050	179	31	53	53	NUM
fis-3050	179	32	]	]	PUNCT
fis-3050	179	33	.	.	PUNCT
fis-3050	180	1	a	a	DET
fis-3050	180	2	cnn	cnn	PROPN
fis-3050	180	3	architecture	architecture	NOUN
fis-3050	180	4	is	be	AUX
fis-3050	180	5	typically	typically	ADV
fis-3050	180	6	characterized	characterize	VERB
fis-3050	180	7	by	by	ADP
fis-3050	180	8	the	the	DET
fis-3050	180	9	presence	presence	NOUN
fis-3050	180	10	of	of	ADP
fis-3050	180	11	multiple	multiple	ADJ
fis-3050	180	12	convolutional	convolutional	ADJ
fis-3050	180	13	blocks	block	NOUN
fis-3050	180	14	–	–	PUNCT
fis-3050	180	15	each	each	DET
fis-3050	180	16	consisting	consist	VERB
fis-3050	180	17	of	of	ADP
fis-3050	180	18	a	a	DET
fis-3050	180	19	convolution	convolution	NOUN
fis-3050	180	20	layer	layer	NOUN
fis-3050	180	21	,	,	PUNCT
fis-3050	180	22	an	an	DET
fis-3050	180	23	activation	activation	NOUN
fis-3050	180	24	function	function	NOUN
fis-3050	180	25	and	and	CCONJ
fis-3050	180	26	a	a	DET
fis-3050	180	27	pooling	pool	VERB
fis-3050	180	28	layer	layer	NOUN
fis-3050	180	29	–	–	PUNCT
fis-3050	180	30	and	and	CCONJ
fis-3050	180	31	a	a	DET
fis-3050	180	32	fully	fully	ADV
fis-3050	180	33	connected	connected	ADJ
fis-3050	180	34	layer	layer	NOUN
fis-3050	180	35	[	[	X
fis-3050	180	36	54	54	NUM
fis-3050	180	37	]	]	PUNCT
fis-3050	180	38	.	.	PUNCT
fis-3050	181	1	a	a	DET
fis-3050	181	2	convolutional	convolutional	ADJ
fis-3050	181	3	layer	layer	NOUN
fis-3050	181	4	,	,	PUNCT
fis-3050	181	5	which	which	PRON
fis-3050	181	6	is	be	AUX
fis-3050	181	7	a	a	DET
fis-3050	181	8	key	key	ADJ
fis-3050	181	9	element	element	NOUN
fis-3050	181	10	of	of	ADP
fis-3050	181	11	the	the	DET
fis-3050	181	12	method	method	NOUN
fis-3050	181	13	,	,	PUNCT
fis-3050	181	14	performs	perform	VERB
fis-3050	181	15	a	a	DET
fis-3050	181	16	convolution	convolution	NOUN
fis-3050	181	17	operation	operation	NOUN
fis-3050	181	18	on	on	ADP
fis-3050	181	19	the	the	DET
fis-3050	181	20	output	output	NOUN
fis-3050	181	21	of	of	ADP
fis-3050	181	22	the	the	DET
fis-3050	181	23	previous	previous	ADJ
fis-3050	181	24	layers	layer	NOUN
fis-3050	181	25	using	use	VERB
fis-3050	181	26	a	a	DET
fis-3050	181	27	set	set	NOUN
fis-3050	181	28	of	of	ADP
fis-3050	181	29	filters	filter	NOUN
fis-3050	181	30	,	,	PUNCT
fis-3050	181	31	also	also	ADV
fis-3050	181	32	called	call	VERB
fis-3050	181	33	kernels	kernel	NOUN
fis-3050	181	34	,	,	PUNCT
fis-3050	181	35	to	to	PART
fis-3050	181	36	extract	extract	VERB
fis-3050	181	37	the	the	DET
fis-3050	181	38	features	feature	NOUN
fis-3050	181	39	that	that	PRON
fis-3050	181	40	are	be	AUX
fis-3050	181	41	important	important	ADJ
fis-3050	181	42	for	for	ADP
fis-3050	181	43	classification	classification	NOUN
fis-3050	181	44	,	,	PUNCT
fis-3050	181	45	i.e.	i.e.	X
fis-3050	181	46	in	in	ADP
fis-3050	181	47	this	this	DET
fis-3050	181	48	case	case	NOUN
fis-3050	181	49	the	the	DET
fis-3050	181	50	“	"	PUNCT
fis-3050	181	51	crack	crack	NOUN
fis-3050	181	52	”	"	PUNCT
fis-3050	181	53	and	and	CCONJ
fis-3050	181	54	“	"	PUNCT
fis-3050	181	55	non	non	ADJ
fis-3050	181	56	-	-	ADJ
fis-3050	181	57	crack	crack	ADJ
fis-3050	181	58	”	"	PUNCT
fis-3050	181	59	classes	class	NOUN
fis-3050	181	60	.	.	PUNCT
fis-3050	182	1	figure	figure	VERB
fis-3050	182	2	9	9	NUM
fis-3050	182	3	:	:	PUNCT
fis-3050	182	4	example	example	NOUN
fis-3050	182	5	of	of	ADP
fis-3050	182	6	scalogram	scalogram	NOUN
fis-3050	182	7	of	of	ADP
fis-3050	182	8	a	a	DET
fis-3050	182	9	signal	signal	NOUN
fis-3050	182	10	representing	represent	VERB
fis-3050	182	11	three	three	NUM
fis-3050	182	12	cracks	crack	NOUN
fis-3050	182	13	in	in	ADP
fis-3050	182	14	a	a	DET
fis-3050	182	15	concrete	concrete	ADJ
fis-3050	182	16	specimen	speciman	NOUN
fis-3050	182	17	.	.	PUNCT
fis-3050	183	1	a	a	DET
fis-3050	183	2	cnn	cnn	PROPN
fis-3050	183	3	architecture	architecture	NOUN
fis-3050	183	4	is	be	AUX
fis-3050	183	5	typically	typically	ADV
fis-3050	183	6	characterized	characterize	VERB
fis-3050	183	7	by	by	ADP
fis-3050	183	8	the	the	DET
fis-3050	183	9	presence	presence	NOUN
fis-3050	183	10	of	of	ADP
fis-3050	183	11	multiple	multiple	ADJ
fis-3050	183	12	convolutional	convolutional	ADJ
fis-3050	183	13	blocks	block	NOUN
fis-3050	183	14	–	–	PUNCT
fis-3050	183	15	each	each	DET
fis-3050	183	16	consisting	consist	VERB
fis-3050	183	17	of	of	ADP
fis-3050	183	18	a	a	DET
fis-3050	183	19	convolution	convolution	NOUN
fis-3050	183	20	layer	layer	NOUN
fis-3050	183	21	,	,	PUNCT
fis-3050	183	22	an	an	DET
fis-3050	183	23	activation	activation	NOUN
fis-3050	183	24	function	function	NOUN
fis-3050	183	25	and	and	CCONJ
fis-3050	183	26	a	a	DET
fis-3050	183	27	pooling	pool	VERB
fis-3050	183	28	layer	layer	NOUN
fis-3050	183	29	–	–	PUNCT
fis-3050	183	30	and	and	CCONJ
fis-3050	183	31	a	a	DET
fis-3050	183	32	fully	fully	ADV
fis-3050	183	33	connected	connected	ADJ
fis-3050	183	34	layer	layer	NOUN
fis-3050	183	35	[	[	X
fis-3050	183	36	54	54	NUM
fis-3050	183	37	]	]	PUNCT
fis-3050	183	38	.	.	PUNCT
fis-3050	184	1	a	a	DET
fis-3050	184	2	convolutional	convolutional	ADJ
fis-3050	184	3	layer	layer	NOUN
fis-3050	184	4	,	,	PUNCT
fis-3050	184	5	which	which	PRON
fis-3050	184	6	is	be	AUX
fis-3050	184	7	a	a	DET
fis-3050	184	8	key	key	ADJ
fis-3050	184	9	element	element	NOUN
fis-3050	184	10	of	of	ADP
fis-3050	184	11	the	the	DET
fis-3050	184	12	method	method	NOUN
fis-3050	184	13	,	,	PUNCT
fis-3050	184	14	performs	perform	VERB
fis-3050	184	15	a	a	DET
fis-3050	184	16	convolution	convolution	NOUN
fis-3050	184	17	operation	operation	NOUN
fis-3050	184	18	on	on	ADP
fis-3050	184	19	the	the	DET
fis-3050	184	20	output	output	NOUN
fis-3050	184	21	of	of	ADP
fis-3050	184	22	the	the	DET
fis-3050	184	23	previous	previous	ADJ
fis-3050	184	24	layers	layer	NOUN
fis-3050	184	25	using	use	VERB
fis-3050	184	26	a	a	DET
fis-3050	184	27	set	set	NOUN
fis-3050	184	28	of	of	ADP
fis-3050	184	29	filters	filter	NOUN
fis-3050	184	30	,	,	PUNCT
fis-3050	184	31	also	also	ADV
fis-3050	184	32	called	call	VERB
fis-3050	184	33	kernels	kernel	NOUN
fis-3050	184	34	,	,	PUNCT
fis-3050	184	35	to	to	PART
fis-3050	184	36	extract	extract	VERB
fis-3050	184	37	the	the	DET
fis-3050	184	38	features	feature	NOUN
fis-3050	184	39	that	that	PRON
fis-3050	184	40	are	be	AUX
fis-3050	184	41	important	important	ADJ
fis-3050	184	42	for	for	ADP
fis-3050	184	43	classification	classification	NOUN
fis-3050	184	44	,	,	PUNCT
fis-3050	184	45	i.e.	i.e.	X
fis-3050	184	46	in	in	ADP
fis-3050	184	47	this	this	DET
fis-3050	184	48	case	case	NOUN
fis-3050	184	49	the	the	DET
fis-3050	184	50	“	"	PUNCT
fis-3050	184	51	crack	crack	NOUN
fis-3050	184	52	”	"	PUNCT
fis-3050	184	53	and	and	CCONJ
fis-3050	184	54	“	"	PUNCT
fis-3050	184	55	non	non	ADJ
fis-3050	184	56	-	-	ADJ
fis-3050	184	57	crack	crack	ADJ
fis-3050	184	58	”	"	PUNCT
fis-3050	184	59	classes	class	NOUN
fis-3050	184	60	.	.	PUNCT
fis-3050	185	1	there	there	PRON
fis-3050	185	2	are	be	VERB
fis-3050	185	3	many	many	ADJ
fis-3050	185	4	cnn	cnn	PROPN
fis-3050	185	5	architectures	architecture	NOUN
fis-3050	185	6	,	,	PUNCT
fis-3050	185	7	including	include	VERB
fis-3050	185	8	alexnet	alexnet	NOUN
fis-3050	185	9	,	,	PUNCT
fis-3050	185	10	vgg16	vgg16	PROPN
fis-3050	185	11	,	,	PUNCT
fis-3050	185	12	inception	inception	NOUN
fis-3050	185	13	and	and	CCONJ
fis-3050	185	14	resnet	resnet	NOUN
fis-3050	185	15	,	,	PUNCT
fis-3050	185	16	and	and	CCONJ
fis-3050	185	17	their	their	PRON
fis-3050	185	18	performances	performance	NOUN
fis-3050	185	19	are	be	AUX
fis-3050	185	20	regularly	regularly	ADV
fis-3050	185	21	compared	compare	VERB
fis-3050	185	22	by	by	ADP
fis-3050	185	23	many	many	ADJ
fis-3050	185	24	authors	author	NOUN
fis-3050	185	25	[	[	X
fis-3050	185	26	55	55	NUM
fis-3050	185	27	,	,	PUNCT
fis-3050	185	28	56	56	NUM
fis-3050	185	29	]	]	PUNCT
fis-3050	185	30	.	.	PUNCT
fis-3050	186	1	in	in	ADP
fis-3050	186	2	this	this	DET
fis-3050	186	3	article	article	NOUN
fis-3050	186	4	,	,	PUNCT
fis-3050	186	5	two	two	NUM
fis-3050	186	6	different	different	ADJ
fis-3050	186	7	pre	pre	ADJ
fis-3050	186	8	-	-	ADJ
fis-3050	186	9	trained	train	VERB
fis-3050	186	10	cnn	cnn	PROPN
fis-3050	186	11	models	model	NOUN
fis-3050	186	12	,	,	PUNCT
fis-3050	186	13	i.e.	i.e.	X
fis-3050	186	14	alexnet	alexnet	PROPN
fis-3050	186	15	and	and	CCONJ
fis-3050	186	16	vgg16	vgg16	PROPN
fis-3050	186	17	,	,	PUNCT
fis-3050	186	18	are	be	AUX
fis-3050	186	19	experimented	experiment	VERB
fis-3050	186	20	.	.	PUNCT
fis-3050	187	1	the	the	DET
fis-3050	187	2	objective	objective	NOUN
fis-3050	187	3	is	be	AUX
fis-3050	187	4	to	to	PART
fis-3050	187	5	demonstrate	demonstrate	VERB
fis-3050	187	6	that	that	SCONJ
fis-3050	187	7	the	the	DET
fis-3050	187	8	wavelet	wavelet	NOUN
fis-3050	187	9	-	-	PUNCT
fis-3050	187	10	based	base	VERB
fis-3050	187	11	mra	mra	NOUN
fis-3050	187	12	is	be	AUX
fis-3050	187	13	the	the	DET
fis-3050	187	14	key	key	ADJ
fis-3050	187	15	component	component	NOUN
fis-3050	187	16	of	of	ADP
fis-3050	187	17	the	the	DET
fis-3050	187	18	proposed	propose	VERB
fis-3050	187	19	approach	approach	NOUN
fis-3050	187	20	which	which	PRON
fis-3050	187	21	guarantees	guarantee	VERB
fis-3050	187	22	a	a	DET
fis-3050	187	23	very	very	ADV
fis-3050	187	24	high	high	ADJ
fis-3050	187	25	level	level	NOUN
fis-3050	187	26	of	of	ADP
fis-3050	187	27	accuracy	accuracy	NOUN
fis-3050	187	28	in	in	ADP
fis-3050	187	29	the	the	DET
fis-3050	187	30	classification	classification	NOUN
fis-3050	187	31	,	,	PUNCT
fis-3050	187	32	independently	independently	ADV
fis-3050	187	33	of	of	ADP
fis-3050	187	34	the	the	DET
fis-3050	187	35	type	type	NOUN
fis-3050	187	36	of	of	ADP
fis-3050	187	37	cnn	cnn	PROPN
fis-3050	187	38	architecture	architecture	NOUN
fis-3050	187	39	used	use	VERB
fis-3050	187	40	.	.	PUNCT
fis-3050	188	1	since	since	SCONJ
fis-3050	188	2	its	its	PRON
fis-3050	188	3	introduction	introduction	NOUN
fis-3050	188	4	in	in	ADP
fis-3050	188	5	2012	2012	NUM
fis-3050	188	6	,	,	PUNCT
fis-3050	188	7	in	in	ADP
fis-3050	188	8	the	the	DET
fis-3050	188	9	framework	framework	NOUN
fis-3050	188	10	of	of	ADP
fis-3050	188	11	the	the	DET
fis-3050	188	12	imagenet	imagenet	NOUN
fis-3050	188	13	large	large	ADJ
fis-3050	188	14	scale	scale	NOUN
fis-3050	188	15	visual	visual	ADJ
fis-3050	188	16	recognition	recognition	NOUN
fis-3050	188	17	challenge	challenge	NOUN
fis-3050	188	18	(	(	PUNCT
fis-3050	188	19	ilsvrc	ilsvrc	NOUN
fis-3050	188	20	2012	2012	NUM
fis-3050	188	21	)	)	PUNCT
fis-3050	188	22	,	,	PUNCT
fis-3050	188	23	the	the	DET
fis-3050	188	24	alexnet	alexnet	ADJ
fis-3050	188	25	architecture	architecture	NOUN
fis-3050	188	26	has	have	AUX
fis-3050	188	27	already	already	ADV
fis-3050	188	28	become	become	VERB
fis-3050	188	29	a	a	DET
fis-3050	188	30	very	very	ADV
fis-3050	188	31	popular	popular	ADJ
fis-3050	188	32	cnn	cnn	NOUN
fis-3050	188	33	architecture	architecture	NOUN
fis-3050	188	34	and	and	CCONJ
fis-3050	188	35	has	have	AUX
fis-3050	188	36	obtained	obtain	VERB
fis-3050	188	37	good	good	ADJ
fis-3050	188	38	results	result	NOUN
fis-3050	188	39	in	in	ADP
fis-3050	188	40	many	many	ADJ
fis-3050	188	41	applications	application	NOUN
fis-3050	188	42	such	such	ADJ
fis-3050	188	43	as	as	ADP
fis-3050	188	44	computer	computer	NOUN
fis-3050	188	45	vision	vision	NOUN
fis-3050	188	46	[	[	X
fis-3050	188	47	51	51	NUM
fis-3050	188	48	]	]	PUNCT
fis-3050	188	49	,	,	PUNCT
fis-3050	188	50	[	[	X
fis-3050	188	51	57	57	NUM
fis-3050	188	52	]	]	PUNCT
fis-3050	188	53	.	.	PUNCT
fis-3050	189	1	alexnet	alexnet	NOUN
fis-3050	189	2	is	be	AUX
fis-3050	189	3	not	not	PART
fis-3050	189	4	a	a	DET
fis-3050	189	5	complex	complex	ADJ
fis-3050	189	6	architecture	architecture	NOUN
fis-3050	189	7	when	when	SCONJ
fis-3050	189	8	compared	compare	VERB
fis-3050	189	9	to	to	ADP
fis-3050	189	10	other	other	ADJ
fis-3050	189	11	major	major	ADJ
fis-3050	189	12	cnn	cnn	PROPN
fis-3050	189	13	architectures	architecture	NOUN
fis-3050	189	14	,	,	PUNCT
fis-3050	189	15	such	such	ADJ
fis-3050	189	16	as	as	ADP
fis-3050	189	17	resnet	resnet	NOUN
fis-3050	189	18	,	,	PUNCT
fis-3050	189	19	that	that	PRON
fis-3050	189	20	have	have	AUX
fis-3050	189	21	emerged	emerge	VERB
fis-3050	189	22	in	in	ADP
fis-3050	189	23	recent	recent	ADJ
fis-3050	189	24	years	year	NOUN
fis-3050	190	1	[	[	X
fis-3050	190	2	58	58	NUM
fis-3050	190	3	]	]	PUNCT
fis-3050	190	4	.	.	PUNCT
fis-3050	191	1	it	it	PRON
fis-3050	191	2	is	be	AUX
fis-3050	191	3	also	also	ADV
fis-3050	191	4	easy	easy	ADJ
fis-3050	191	5	to	to	PART
fis-3050	191	6	implement	implement	VERB
fis-3050	191	7	with	with	ADP
fis-3050	191	8	tensorflow	tensorflow	NOUN
fis-3050	191	9	and	and	CCONJ
fis-3050	191	10	keras	keras	PROPN
fis-3050	191	11	.	.	PUNCT
fis-3050	192	1	as	as	SCONJ
fis-3050	192	2	shown	show	VERB
fis-3050	192	3	in	in	ADP
fis-3050	192	4	figure	figure	NOUN
fis-3050	192	5	2	2	NUM
fis-3050	192	6	,	,	PUNCT
fis-3050	192	7	alexnet	alexnet	NOUN
fis-3050	192	8	consists	consist	VERB
fis-3050	192	9	of	of	ADP
fis-3050	192	10	five	five	NUM
fis-3050	192	11	convolutional	convolutional	ADJ
fis-3050	192	12	layers	layer	NOUN
fis-3050	192	13	that	that	PRON
fis-3050	192	14	use	use	VERB
fis-3050	192	15	kernels	kernel	NOUN
fis-3050	192	16	to	to	PART
fis-3050	192	17	scan	scan	VERB
fis-3050	192	18	the	the	DET
fis-3050	192	19	input	input	NOUN
fis-3050	192	20	image	image	NOUN
fis-3050	192	21	by	by	ADP
fis-3050	192	22	performing	perform	VERB
fis-3050	192	23	convolution	convolution	NOUN
fis-3050	192	24	operations	operation	NOUN
fis-3050	192	25	.	.	PUNCT
fis-3050	193	1	the	the	DET
fis-3050	193	2	first	first	ADJ
fis-3050	193	3	two	two	NUM
fis-3050	193	4	convolution	convolution	NOUN
fis-3050	193	5	layers	layer	NOUN
fis-3050	193	6	use	use	VERB
fis-3050	193	7	a	a	DET
fis-3050	193	8	(	(	PUNCT
fis-3050	193	9	11	11	NUM
fis-3050	193	10	×	×	NOUN
fis-3050	193	11	11	11	NUM
fis-3050	193	12	)	)	PUNCT
fis-3050	193	13	and	and	CCONJ
fis-3050	193	14	(	(	PUNCT
fis-3050	193	15	5	5	NUM
fis-3050	193	16	×	×	NOUN
fis-3050	193	17	5	5	NUM
fis-3050	193	18	)	)	PUNCT
fis-3050	193	19	size	size	NOUN
fis-3050	193	20	filter	filter	NOUN
fis-3050	193	21	,	,	PUNCT
fis-3050	193	22	respectively	respectively	ADV
fis-3050	193	23	;	;	PUNCT
fis-3050	193	24	the	the	DET
fis-3050	193	25	last	last	ADJ
fis-3050	193	26	three	three	NUM
fis-3050	193	27	layers	layer	NOUN
fis-3050	193	28	each	each	PRON
fis-3050	193	29	use	use	VERB
fis-3050	193	30	a	a	DET
fis-3050	193	31	(	(	PUNCT
fis-3050	193	32	3	3	NUM
fis-3050	193	33	×	×	NOUN
fis-3050	193	34	3	3	NUM
fis-3050	193	35	)	)	PUNCT
fis-3050	193	36	kernel	kernel	NOUN
fis-3050	193	37	.	.	PUNCT
fis-3050	194	1	some	some	PRON
fis-3050	194	2	of	of	ADP
fis-3050	194	3	these	these	DET
fis-3050	194	4	convolutional	convolutional	ADJ
fis-3050	194	5	layers	layer	NOUN
fis-3050	194	6	(	(	PUNCT
fis-3050	194	7	i.e.	i.e.	X
fis-3050	194	8	,	,	PUNCT
fis-3050	194	9	the	the	DET
fis-3050	194	10	first	first	ADJ
fis-3050	194	11	two	two	NUM
fis-3050	194	12	layers	layer	NOUN
fis-3050	194	13	and	and	CCONJ
fis-3050	194	14	the	the	DET
fis-3050	194	15	last	last	ADJ
fis-3050	194	16	layer	layer	NOUN
fis-3050	194	17	)	)	PUNCT
fis-3050	194	18	are	be	AUX
fis-3050	194	19	followed	follow	VERB
fis-3050	194	20	by	by	ADP
fis-3050	194	21	max	max	PROPN
fis-3050	194	22	-	-	PUNCT
fis-3050	194	23	pooling	pool	VERB
fis-3050	194	24	(	(	PUNCT
fis-3050	194	25	i.e.	i.e.	X
fis-3050	194	26	,	,	PUNCT
fis-3050	194	27	a	a	DET
fis-3050	194	28	subsampling	subsample	VERB
fis-3050	194	29	operation	operation	NOUN
fis-3050	194	30	usually	usually	ADV
fis-3050	194	31	applied	apply	VERB
fis-3050	194	32	after	after	ADP
fis-3050	194	33	a	a	DET
fis-3050	194	34	convolutional	convolutional	ADJ
fis-3050	194	35	layer	layer	NOUN
fis-3050	194	36	,	,	PUNCT
fis-3050	194	37	where	where	SCONJ
fis-3050	194	38	the	the	DET
fis-3050	194	39	maximum	maximum	ADJ
fis-3050	194	40	values	value	NOUN
fis-3050	194	41	are	be	AUX
fis-3050	194	42	taken	take	VERB
fis-3050	194	43	)	)	PUNCT
fis-3050	194	44	.	.	PUNCT
fis-3050	195	1	at	at	ADP
fis-3050	195	2	this	this	DET
fis-3050	195	3	stage	stage	NOUN
fis-3050	195	4	,	,	PUNCT
fis-3050	195	5	the	the	DET
fis-3050	195	6	model	model	NOUN
fis-3050	195	7	is	be	AUX
fis-3050	195	8	composed	compose	VERB
fis-3050	195	9	of	of	ADP
fis-3050	195	10	more	more	ADJ
fis-3050	195	11	than	than	ADP
fis-3050	195	12	1.7	1.7	NUM
fis-3050	195	13	million	million	NUM
fis-3050	195	14	parameters	parameter	NOUN
fis-3050	195	15	.	.	PUNCT
fis-3050	196	1	each	each	DET
fis-3050	196	2	convolution	convolution	NOUN
fis-3050	196	3	layer	layer	NOUN
fis-3050	196	4	uses	use	VERB
fis-3050	196	5	the	the	DET
fis-3050	196	6	rectifier	rectifier	PROPN
fis-3050	196	7	linear	linear	PROPN
fis-3050	196	8	unit	unit	NOUN
fis-3050	196	9	(	(	PUNCT
fis-3050	196	10	relu	relu	NOUN
fis-3050	196	11	)	)	PUNCT
fis-3050	196	12	activation	activation	NOUN
fis-3050	196	13	function	function	NOUN
fis-3050	196	14	.	.	PUNCT
fis-3050	197	1	unlike	unlike	ADP
fis-3050	197	2	the	the	DET
fis-3050	197	3	sigmoid	sigmoid	NOUN
fis-3050	197	4	activation	activation	NOUN
fis-3050	197	5	function	function	NOUN
fis-3050	197	6	,	,	PUNCT
fis-3050	197	7	which	which	PRON
fis-3050	197	8	is	be	AUX
fis-3050	197	9	frequently	frequently	ADV
fis-3050	197	10	used	use	VERB
fis-3050	197	11	for	for	ADP
fis-3050	197	12	a	a	DET
fis-3050	197	13	binary	binary	ADJ
fis-3050	197	14	classification	classification	NOUN
fis-3050	197	15	network	network	NOUN
fis-3050	197	16	,	,	PUNCT
fis-3050	197	17	relu	relu	NOUN
fis-3050	197	18	increases	increase	VERB
fis-3050	197	19	the	the	DET
fis-3050	197	20	non	non	ADJ
fis-3050	197	21	-	-	ADJ
fis-3050	197	22	linear	linear	ADJ
fis-3050	197	23	properties	property	NOUN
fis-3050	197	24	of	of	ADP
fis-3050	197	25	the	the	DET
fis-3050	197	26	decision	decision	NOUN
fis-3050	197	27	function	function	NOUN
fis-3050	197	28	and	and	CCONJ
fis-3050	197	29	the	the	DET
fis-3050	197	30	global	global	ADJ
fis-3050	197	31	network	network	NOUN
fis-3050	197	32	without	without	ADP
fis-3050	197	33	affecting	affect	VERB
fis-3050	197	34	the	the	DET
fis-3050	197	35	receiver	receiver	ADJ
fis-3050	197	36	fields	field	NOUN
fis-3050	197	37	of	of	ADP
fis-3050	197	38	the	the	DET
fis-3050	197	39	convolution	convolution	NOUN
fis-3050	197	40	layers	layer	NOUN
fis-3050	197	41	.	.	PUNCT
fis-3050	198	1	at	at	ADP
fis-3050	198	2	the	the	DET
fis-3050	198	3	output	output	NOUN
fis-3050	198	4	of	of	ADP
fis-3050	198	5	the	the	DET
fis-3050	198	6	convolutional	convolutional	ADJ
fis-3050	198	7	layers	layer	NOUN
fis-3050	198	8	,	,	PUNCT
fis-3050	198	9	a	a	DET
fis-3050	198	10	flattening	flattening	NOUN
fis-3050	198	11	step	step	NOUN
fis-3050	198	12	is	be	AUX
fis-3050	198	13	necessary	necessary	ADJ
fis-3050	198	14	to	to	PART
fis-3050	198	15	create	create	VERB
fis-3050	198	16	a	a	DET
fis-3050	198	17	single	single	ADJ
fis-3050	198	18	vector	vector	NOUN
fis-3050	198	19	containing	contain	VERB
fis-3050	198	20	the	the	DET
fis-3050	198	21	main	main	ADJ
fis-3050	198	22	characteristics	characteristic	NOUN
fis-3050	198	23	of	of	ADP
fis-3050	198	24	the	the	DET
fis-3050	198	25	crack	crack	NOUN
fis-3050	198	26	to	to	PART
fis-3050	198	27	be	be	AUX
fis-3050	198	28	identified	identify	VERB
fis-3050	198	29	.	.	PUNCT
fis-3050	199	1	initially	initially	ADV
fis-3050	199	2	intended	intend	VERB
fis-3050	199	3	to	to	PART
fis-3050	199	4	classify	classify	VERB
fis-3050	199	5	1,000	1,000	NUM
fis-3050	199	6	categories	category	NOUN
fis-3050	199	7	,	,	PUNCT
fis-3050	199	8	we	we	PRON
fis-3050	199	9	have	have	AUX
fis-3050	199	10	modified	modify	VERB
fis-3050	199	11	the	the	DET
fis-3050	199	12	alexnet	alexnet	ADJ
fis-3050	199	13	architecture	architecture	NOUN
fis-3050	199	14	so	so	SCONJ
fis-3050	199	15	it	it	PRON
fis-3050	199	16	handles	handle	VERB
fis-3050	199	17	only	only	ADV
fis-3050	199	18	two	two	NUM
fis-3050	199	19	possible	possible	ADJ
fis-3050	199	20	classes	class	NOUN
fis-3050	199	21	,	,	PUNCT
fis-3050	199	22	i.e.	i.e.	X
fis-3050	199	23	images	image	NOUN
fis-3050	199	24	with	with	ADP
fis-3050	199	25	and	and	CCONJ
fis-3050	199	26	without	without	ADP
fis-3050	199	27	cracks	crack	NOUN
fis-3050	199	28	.	.	PUNCT
fis-3050	200	1	this	this	DET
fis-3050	200	2	architecture	architecture	NOUN
fis-3050	200	3	ends	end	VERB
fis-3050	200	4	with	with	ADP
fis-3050	200	5	three	three	NUM
fis-3050	200	6	fully	fully	ADV
fis-3050	200	7	connected	connected	ADJ
fis-3050	200	8	layers	layer	NOUN
fis-3050	200	9	(	(	PUNCT
fis-3050	200	10	the	the	DET
fis-3050	200	11	first	first	ADJ
fis-3050	200	12	two	two	NUM
fis-3050	200	13	layers	layer	NOUN
fis-3050	200	14	are	be	AUX
fis-3050	200	15	composed	compose	VERB
fis-3050	200	16	of	of	ADP
fis-3050	200	17	4,096	4,096	NUM
fis-3050	200	18	a.	a.	NOUN
fis-3050	200	19	arbaoui	arbaoui	NOUN
fis-3050	200	20	et	et	PROPN
fis-3050	200	21	alii	alii	PROPN
fis-3050	200	22	,	,	PUNCT
fis-3050	200	23	frattura	frattura	PROPN
fis-3050	200	24	ed	ed	PROPN
fis-3050	200	25	integrità	integrità	PROPN
fis-3050	200	26	strutturale	strutturale	PROPN
fis-3050	200	27	,	,	PUNCT
fis-3050	200	28	58	58	NUM
fis-3050	200	29	(	(	PUNCT
fis-3050	200	30	2021	2021	NUM
fis-3050	200	31	)	)	PUNCT
fis-3050	200	32	33	33	NUM
fis-3050	200	33	-	-	SYM
fis-3050	200	34	47	47	NUM
fis-3050	200	35	;	;	PUNCT
fis-3050	201	1	doi	doi	NOUN
fis-3050	201	2	:	:	PUNCT
fis-3050	201	3	10.3221	10.3221	NUM
fis-3050	201	4	/	/	SYM
fis-3050	201	5	igf	igf	PROPN
fis-3050	201	6	-	-	ADJ
fis-3050	201	7	esis.58.03	esis.58.03	ADJ
fis-3050	201	8	43	43	NUM
fis-3050	201	9	outputs	output	NOUN
fis-3050	201	10	,	,	PUNCT
fis-3050	201	11	and	and	CCONJ
fis-3050	201	12	the	the	DET
fis-3050	201	13	last	last	ADJ
fis-3050	201	14	layer	layer	NOUN
fis-3050	201	15	has	have	VERB
fis-3050	201	16	only	only	ADV
fis-3050	201	17	two	two	NUM
fis-3050	201	18	)	)	PUNCT
fis-3050	201	19	with	with	ADP
fis-3050	201	20	a	a	DET
fis-3050	201	21	softmax	softmax	NOUN
fis-3050	201	22	classifier	classifier	NOUN
fis-3050	201	23	,	,	PUNCT
fis-3050	201	24	which	which	PRON
fis-3050	201	25	is	be	AUX
fis-3050	201	26	reduced	reduce	VERB
fis-3050	201	27	in	in	ADP
fis-3050	201	28	our	our	PRON
fis-3050	201	29	work	work	NOUN
fis-3050	201	30	to	to	ADP
fis-3050	201	31	a	a	DET
fis-3050	201	32	simple	simple	ADJ
fis-3050	201	33	logistic	logistic	ADJ
fis-3050	201	34	regression	regression	NOUN
fis-3050	201	35	,	,	PUNCT
fis-3050	201	36	composed	compose	VERB
fis-3050	201	37	of	of	ADP
fis-3050	201	38	the	the	DET
fis-3050	201	39	two	two	NUM
fis-3050	201	40	possible	possible	ADJ
fis-3050	201	41	labels	label	NOUN
fis-3050	201	42	.	.	PUNCT
fis-3050	202	1	the	the	DET
fis-3050	202	2	three	three	NUM
fis-3050	202	3	fully	fully	ADV
fis-3050	202	4	connected	connected	ADJ
fis-3050	202	5	layers	layer	NOUN
fis-3050	202	6	alone	alone	ADV
fis-3050	202	7	account	account	VERB
fis-3050	202	8	for	for	ADP
fis-3050	202	9	more	more	ADJ
fis-3050	202	10	than	than	ADP
fis-3050	202	11	18.8	18.8	NUM
fis-3050	202	12	million	million	NUM
fis-3050	202	13	parameters	parameter	NOUN
fis-3050	202	14	.	.	PUNCT
fis-3050	203	1	therefore	therefore	ADV
fis-3050	203	2	,	,	PUNCT
fis-3050	203	3	the	the	DET
fis-3050	203	4	network	network	NOUN
fis-3050	203	5	,	,	PUNCT
fis-3050	203	6	having	have	VERB
fis-3050	203	7	more	more	ADJ
fis-3050	203	8	than	than	ADP
fis-3050	203	9	20	20	NUM
fis-3050	203	10	million	million	NUM
fis-3050	203	11	parameters	parameter	NOUN
fis-3050	203	12	,	,	PUNCT
fis-3050	203	13	can	can	AUX
fis-3050	203	14	then	then	ADV
fis-3050	203	15	be	be	AUX
fis-3050	203	16	trained	train	VERB
fis-3050	203	17	.	.	PUNCT
fis-3050	204	1	the	the	DET
fis-3050	204	2	adam	adam	PROPN
fis-3050	204	3	optimizer	optimizer	NOUN
fis-3050	204	4	was	be	AUX
fis-3050	204	5	used	use	VERB
fis-3050	204	6	.	.	PUNCT
fis-3050	205	1	however	however	ADV
fis-3050	205	2	,	,	PUNCT
fis-3050	205	3	in	in	ADP
fis-3050	205	4	case	case	NOUN
fis-3050	205	5	of	of	ADP
fis-3050	205	6	dropout	dropout	NOUN
fis-3050	205	7	,	,	PUNCT
fis-3050	205	8	a	a	DET
fis-3050	205	9	neuron	neuron	NOUN
fis-3050	205	10	is	be	AUX
fis-3050	205	11	removed	remove	VERB
fis-3050	205	12	from	from	ADP
fis-3050	205	13	the	the	DET
fis-3050	205	14	network	network	NOUN
fis-3050	205	15	with	with	ADP
fis-3050	205	16	a	a	DET
fis-3050	205	17	probability	probability	NOUN
fis-3050	205	18	of	of	ADP
fis-3050	205	19	0.5	0.5	NUM
fis-3050	205	20	.	.	PUNCT
fis-3050	206	1	even	even	ADV
fis-3050	206	2	if	if	SCONJ
fis-3050	206	3	dropout	dropout	NOUN
fis-3050	206	4	increases	increase	VERB
fis-3050	206	5	the	the	DET
fis-3050	206	6	number	number	NOUN
fis-3050	206	7	of	of	ADP
fis-3050	206	8	iterations	iteration	NOUN
fis-3050	206	9	by	by	ADP
fis-3050	206	10	2	2	NUM
fis-3050	206	11	,	,	PUNCT
fis-3050	206	12	this	this	DET
fis-3050	206	13	step	step	NOUN
fis-3050	206	14	is	be	AUX
fis-3050	206	15	essential	essential	ADJ
fis-3050	206	16	to	to	PART
fis-3050	206	17	prevent	prevent	VERB
fis-3050	206	18	oversizing	oversizing	NOUN
fis-3050	206	19	of	of	ADP
fis-3050	206	20	alexnet	alexnet	NOUN
fis-3050	206	21	.	.	PUNCT
fis-3050	207	1	vgg16	vgg16	NOUN
fis-3050	207	2	(	(	PUNCT
fis-3050	207	3	the	the	DET
fis-3050	207	4	number	number	NOUN
fis-3050	207	5	16	16	NUM
fis-3050	207	6	meaning	mean	VERB
fis-3050	207	7	that	that	SCONJ
fis-3050	207	8	the	the	DET
fis-3050	207	9	architecture	architecture	NOUN
fis-3050	207	10	is	be	AUX
fis-3050	207	11	composed	compose	VERB
fis-3050	207	12	of	of	ADP
fis-3050	207	13	16	16	NUM
fis-3050	207	14	layers	layer	NOUN
fis-3050	207	15	)	)	PUNCT
fis-3050	207	16	is	be	AUX
fis-3050	207	17	a	a	DET
fis-3050	207	18	convolutional	convolutional	ADJ
fis-3050	207	19	neural	neural	ADJ
fis-3050	207	20	network	network	NOUN
fis-3050	207	21	model	model	NOUN
fis-3050	207	22	proposed	propose	VERB
fis-3050	207	23	by	by	ADP
fis-3050	207	24	simonyan	simonyan	ADJ
fis-3050	207	25	and	and	CCONJ
fis-3050	207	26	zisserman	zisserman	NOUN
fis-3050	207	27	[	[	X
fis-3050	207	28	59	59	NUM
fis-3050	207	29	]	]	PUNCT
fis-3050	207	30	to	to	PART
fis-3050	207	31	achieve	achieve	VERB
fis-3050	207	32	92.7	92.7	NUM
fis-3050	207	33	%	%	NOUN
fis-3050	207	34	accuracy	accuracy	NOUN
fis-3050	207	35	in	in	ADP
fis-3050	207	36	the	the	DET
fis-3050	207	37	famous	famous	ADJ
fis-3050	207	38	imagenet	imagenet	NOUN
fis-3050	207	39	top-5	top-5	PUNCT
fis-3050	207	40	test	test	NOUN
fis-3050	207	41	,	,	PUNCT
fis-3050	207	42	which	which	PRON
fis-3050	207	43	is	be	AUX
fis-3050	207	44	a	a	DET
fis-3050	207	45	dataset	dataset	NOUN
fis-3050	207	46	of	of	ADP
fis-3050	207	47	over	over	ADP
fis-3050	207	48	15	15	NUM
fis-3050	207	49	million	million	NUM
fis-3050	207	50	labeled	label	VERB
fis-3050	207	51	high	high	ADJ
fis-3050	207	52	-	-	PUNCT
fis-3050	207	53	resolution	resolution	NOUN
fis-3050	207	54	images	image	NOUN
fis-3050	207	55	belonging	belong	VERB
fis-3050	207	56	to	to	ADP
fis-3050	207	57	roughly	roughly	ADV
fis-3050	207	58	22,000	22,000	NUM
fis-3050	207	59	categories	category	NOUN
fis-3050	207	60	.	.	PUNCT
fis-3050	208	1	this	this	DET
fis-3050	208	2	architecture	architecture	NOUN
fis-3050	208	3	improves	improve	VERB
fis-3050	208	4	alexnet	alexnet	NOUN
fis-3050	208	5	by	by	ADP
fis-3050	208	6	replacing	replace	VERB
fis-3050	208	7	the	the	DET
fis-3050	208	8	large	large	ADJ
fis-3050	208	9	kernel	kernel	NOUN
fis-3050	208	10	filters	filter	NOUN
fis-3050	208	11	(	(	PUNCT
fis-3050	208	12	11	11	NUM
fis-3050	208	13	and	and	CCONJ
fis-3050	208	14	5	5	NUM
fis-3050	208	15	in	in	ADP
fis-3050	208	16	the	the	DET
fis-3050	208	17	first	first	ADJ
fis-3050	208	18	and	and	CCONJ
fis-3050	208	19	second	second	ADJ
fis-3050	208	20	convolutional	convolutional	ADJ
fis-3050	208	21	layers	layer	NOUN
fis-3050	208	22	,	,	PUNCT
fis-3050	208	23	respectively	respectively	ADV
fis-3050	208	24	)	)	PUNCT
fis-3050	208	25	with	with	ADP
fis-3050	208	26	multiple	multiple	ADJ
fis-3050	208	27	3	3	NUM
fis-3050	208	28	×	×	NOUN
fis-3050	208	29	3	3	NUM
fis-3050	208	30	kernel	kernel	NOUN
fis-3050	208	31	filters	filter	NOUN
fis-3050	208	32	,	,	PUNCT
fis-3050	208	33	one	one	NUM
fis-3050	208	34	after	after	ADP
fis-3050	208	35	another	another	PRON
fis-3050	208	36	.	.	PUNCT
fis-3050	209	1	as	as	SCONJ
fis-3050	209	2	shown	show	VERB
fis-3050	209	3	in	in	ADP
fis-3050	209	4	figure	figure	NOUN
fis-3050	209	5	2	2	NUM
fis-3050	209	6	,	,	PUNCT
fis-3050	209	7	the	the	DET
fis-3050	209	8	image	image	NOUN
fis-3050	209	9	to	to	PART
fis-3050	209	10	be	be	AUX
fis-3050	209	11	classified	classify	VERB
fis-3050	209	12	goes	go	VERB
fis-3050	209	13	through	through	ADP
fis-3050	209	14	a	a	DET
fis-3050	209	15	stack	stack	NOUN
fis-3050	209	16	of	of	ADP
fis-3050	209	17	convolutional	convolutional	ADJ
fis-3050	209	18	layers	layer	NOUN
fis-3050	209	19	,	,	PUNCT
fis-3050	209	20	where	where	SCONJ
fis-3050	209	21	filters	filter	NOUN
fis-3050	209	22	of	of	ADP
fis-3050	209	23	size	size	NOUN
fis-3050	209	24	3	3	NUM
fis-3050	209	25	×	×	NOUN
fis-3050	209	26	3	3	NUM
fis-3050	209	27	.	.	PUNCT
fis-3050	210	1	the	the	DET
fis-3050	210	2	spatial	spatial	ADJ
fis-3050	210	3	padding	padding	NOUN
fis-3050	210	4	of	of	ADP
fis-3050	210	5	the	the	DET
fis-3050	210	6	input	input	NOUN
fis-3050	210	7	to	to	ADP
fis-3050	210	8	the	the	DET
fis-3050	210	9	convolution	convolution	NOUN
fis-3050	210	10	layers	layer	NOUN
fis-3050	210	11	is	be	AUX
fis-3050	210	12	such	such	ADJ
fis-3050	210	13	that	that	SCONJ
fis-3050	210	14	the	the	DET
fis-3050	210	15	spatial	spatial	ADJ
fis-3050	210	16	resolution	resolution	NOUN
fis-3050	210	17	is	be	AUX
fis-3050	210	18	preserved	preserve	VERB
fis-3050	210	19	after	after	ADP
fis-3050	210	20	convolution	convolution	NOUN
fis-3050	210	21	.	.	PUNCT
fis-3050	211	1	the	the	DET
fis-3050	211	2	spatial	spatial	ADJ
fis-3050	211	3	pooling	pooling	NOUN
fis-3050	211	4	is	be	AUX
fis-3050	211	5	performed	perform	VERB
fis-3050	211	6	by	by	ADP
fis-3050	211	7	five	five	NUM
fis-3050	211	8	max	max	PROPN
fis-3050	211	9	-	-	PUNCT
fis-3050	211	10	pooling	pool	VERB
fis-3050	211	11	layers	layer	NOUN
fis-3050	211	12	,	,	PUNCT
fis-3050	211	13	which	which	PRON
fis-3050	211	14	follow	follow	VERB
fis-3050	211	15	some	some	PRON
fis-3050	211	16	of	of	ADP
fis-3050	211	17	the	the	DET
fis-3050	211	18	convolution	convolution	NOUN
fis-3050	211	19	layers	layer	NOUN
fis-3050	211	20	(	(	PUNCT
fis-3050	211	21	not	not	PART
fis-3050	211	22	all	all	DET
fis-3050	211	23	convolution	convolution	NOUN
fis-3050	211	24	layers	layer	NOUN
fis-3050	211	25	are	be	AUX
fis-3050	211	26	followed	follow	VERB
fis-3050	211	27	by	by	ADP
fis-3050	211	28	max	max	PROPN
fis-3050	211	29	-	-	PUNCT
fis-3050	211	30	pooling	pooling	NOUN
fis-3050	211	31	)	)	PUNCT
fis-3050	211	32	.	.	PUNCT
fis-3050	212	1	as	as	ADP
fis-3050	212	2	for	for	ADP
fis-3050	212	3	the	the	DET
fis-3050	212	4	alexnet	alexnet	ADJ
fis-3050	212	5	architecture	architecture	NOUN
fis-3050	212	6	,	,	PUNCT
fis-3050	212	7	the	the	DET
fis-3050	212	8	relu	relu	NOUN
fis-3050	212	9	activation	activation	NOUN
fis-3050	212	10	function	function	NOUN
fis-3050	212	11	is	be	AUX
fis-3050	212	12	used	use	VERB
fis-3050	212	13	in	in	ADP
fis-3050	212	14	the	the	DET
fis-3050	212	15	convolution	convolution	NOUN
fis-3050	212	16	steps	step	NOUN
fis-3050	212	17	.	.	PUNCT
fis-3050	213	1	three	three	NUM
fis-3050	213	2	fully	fully	ADV
fis-3050	213	3	connected	connected	ADJ
fis-3050	213	4	layers	layer	NOUN
fis-3050	213	5	follow	follow	VERB
fis-3050	213	6	the	the	DET
fis-3050	213	7	convolutional	convolutional	ADJ
fis-3050	213	8	layer	layer	NOUN
fis-3050	213	9	stack	stack	NOUN
fis-3050	213	10	.	.	PUNCT
fis-3050	214	1	the	the	DET
fis-3050	214	2	last	last	ADJ
fis-3050	214	3	layer	layer	NOUN
fis-3050	214	4	is	be	AUX
fis-3050	214	5	a	a	DET
fis-3050	214	6	softmax	softmax	NOUN
fis-3050	214	7	layer	layer	NOUN
fis-3050	214	8	used	use	VERB
fis-3050	214	9	to	to	PART
fis-3050	214	10	classify	classify	VERB
fis-3050	214	11	each	each	DET
fis-3050	214	12	pixel	pixel	NOUN
fis-3050	214	13	into	into	ADP
fis-3050	214	14	“	"	PUNCT
fis-3050	214	15	crack	crack	VERB
fis-3050	214	16	”	"	PUNCT
fis-3050	214	17	or	or	CCONJ
fis-3050	214	18	“	"	PUNCT
fis-3050	214	19	non	non	ADJ
fis-3050	214	20	-	-	ADJ
fis-3050	214	21	crack	crack	ADJ
fis-3050	214	22	”	"	PUNCT
fis-3050	214	23	classes	class	NOUN
fis-3050	214	24	.	.	PUNCT
fis-3050	215	1	although	although	SCONJ
fis-3050	215	2	the	the	DET
fis-3050	215	3	vgg16	vgg16	NOUN
fis-3050	215	4	architecture	architecture	NOUN
fis-3050	215	5	is	be	AUX
fis-3050	215	6	very	very	ADV
fis-3050	215	7	large	large	ADJ
fis-3050	215	8	and	and	CCONJ
fis-3050	215	9	requires	require	VERB
fis-3050	215	10	nearly	nearly	ADV
fis-3050	215	11	eight	eight	NUM
fis-3050	215	12	times	time	NOUN
fis-3050	215	13	more	more	ADJ
fis-3050	215	14	parameters	parameter	NOUN
fis-3050	215	15	to	to	PART
fis-3050	215	16	be	be	AUX
fis-3050	215	17	trained	train	VERB
fis-3050	215	18	compared	compare	VERB
fis-3050	215	19	to	to	ADP
fis-3050	215	20	the	the	DET
fis-3050	215	21	alexnet	alexnet	ADJ
fis-3050	215	22	architecture	architecture	NOUN
fis-3050	215	23	,	,	PUNCT
fis-3050	215	24	it	it	PRON
fis-3050	215	25	is	be	AUX
fis-3050	215	26	easy	easy	ADJ
fis-3050	215	27	to	to	PART
fis-3050	215	28	implement	implement	VERB
fis-3050	215	29	in	in	ADP
fis-3050	215	30	current	current	ADJ
fis-3050	215	31	open	open	ADJ
fis-3050	215	32	-	-	PUNCT
fis-3050	215	33	source	source	NOUN
fis-3050	215	34	software	software	NOUN
fis-3050	215	35	libraries	library	NOUN
fis-3050	215	36	for	for	ADP
fis-3050	215	37	artificial	artificial	ADJ
fis-3050	215	38	neural	neural	ADJ
fis-3050	215	39	networks	network	NOUN
fis-3050	215	40	.	.	PUNCT
fis-3050	216	1	to	to	PART
fis-3050	216	2	conduct	conduct	VERB
fis-3050	216	3	this	this	DET
fis-3050	216	4	study	study	NOUN
fis-3050	216	5	,	,	PUNCT
fis-3050	216	6	we	we	PRON
fis-3050	216	7	used	use	VERB
fis-3050	216	8	two	two	NUM
fis-3050	216	9	computers	computer	NOUN
fis-3050	216	10	connected	connect	VERB
fis-3050	216	11	in	in	ADP
fis-3050	216	12	parallel	parallel	NOUN
fis-3050	216	13	;	;	PUNCT
fis-3050	216	14	each	each	PRON
fis-3050	216	15	of	of	ADP
fis-3050	216	16	the	the	DET
fis-3050	216	17	two	two	NUM
fis-3050	216	18	being	be	AUX
fis-3050	216	19	equipped	equip	VERB
fis-3050	216	20	with	with	ADP
fis-3050	216	21	a	a	DET
fis-3050	216	22	9th	9th	ADJ
fis-3050	216	23	generation	generation	NOUN
fis-3050	216	24	intel	intel	NOUN
fis-3050	216	25	core	core	NOUN
fis-3050	216	26	i7	i7	ADJ
fis-3050	216	27	hexa	hexa	NOUN
fis-3050	216	28	core	core	NOUN
fis-3050	216	29	microprocessor	microprocessor	NOUN
fis-3050	216	30	.	.	PUNCT
fis-3050	217	1	each	each	DET
fis-3050	217	2	computer	computer	NOUN
fis-3050	217	3	is	be	AUX
fis-3050	217	4	equipped	equip	VERB
fis-3050	217	5	with	with	ADP
fis-3050	217	6	a	a	DET
fis-3050	217	7	high	high	ADJ
fis-3050	217	8	-	-	PUNCT
fis-3050	217	9	end	end	NOUN
fis-3050	217	10	nvidia	nvidia	PROPN
fis-3050	217	11	geforce	geforce	NOUN
fis-3050	217	12	rtx	rtx	PROPN
fis-3050	217	13	2080	2080	NUM
fis-3050	217	14	graphics	graphic	NOUN
fis-3050	217	15	processing	processing	NOUN
fis-3050	217	16	unit	unit	NOUN
fis-3050	217	17	(	(	PUNCT
fis-3050	217	18	gpu	gpu	PROPN
fis-3050	217	19	)	)	PUNCT
fis-3050	217	20	with	with	ADP
fis-3050	217	21	the	the	DET
fis-3050	217	22	following	follow	VERB
fis-3050	217	23	main	main	ADJ
fis-3050	217	24	memory	memory	NOUN
fis-3050	217	25	features	feature	NOUN
fis-3050	217	26	:	:	PUNCT
fis-3050	217	27	gddr6	gddr6	NOUN
fis-3050	217	28	type	type	NOUN
fis-3050	217	29	;	;	PUNCT
fis-3050	217	30	8	8	NUM
fis-3050	217	31	gigabyte	gigabyte	NOUN
fis-3050	217	32	(	(	PUNCT
fis-3050	217	33	gb	gb	NOUN
fis-3050	217	34	)	)	PUNCT
fis-3050	217	35	capacity	capacity	NOUN
fis-3050	217	36	;	;	PUNCT
fis-3050	217	37	14	14	NUM
fis-3050	217	38	gb	gb	NOUN
fis-3050	217	39	/	/	SYM
fis-3050	217	40	s	s	NOUN
fis-3050	217	41	speed	speed	NOUN
fis-3050	217	42	;	;	PUNCT
fis-3050	217	43	448	448	NUM
fis-3050	217	44	gb	gb	NOUN
fis-3050	217	45	/	/	SYM
fis-3050	217	46	s	s	NOUN
fis-3050	217	47	bandwidth	bandwidth	NOUN
fis-3050	217	48	;	;	PUNCT
fis-3050	217	49	and	and	CCONJ
fis-3050	217	50	a	a	DET
fis-3050	217	51	speed	speed	NOUN
fis-3050	217	52	of	of	ADP
fis-3050	217	53	60	60	NUM
fis-3050	217	54	tops	top	NOUN
fis-3050	217	55	(	(	PUNCT
fis-3050	217	56	tera	tera	NOUN
fis-3050	217	57	operations	operation	NOUN
fis-3050	217	58	per	per	ADP
fis-3050	217	59	second	second	ADJ
fis-3050	217	60	)	)	PUNCT
fis-3050	217	61	to	to	PART
fis-3050	217	62	process	process	VERB
fis-3050	217	63	the	the	DET
fis-3050	217	64	very	very	ADV
fis-3050	217	65	large	large	ADJ
fis-3050	217	66	number	number	NOUN
fis-3050	217	67	of	of	ADP
fis-3050	217	68	operations	operation	NOUN
fis-3050	217	69	(	(	PUNCT
fis-3050	217	70	up	up	ADP
fis-3050	217	71	to	to	ADP
fis-3050	217	72	a	a	DET
fis-3050	217	73	few	few	ADJ
fis-3050	217	74	billion	billion	NUM
fis-3050	217	75	for	for	ADP
fis-3050	217	76	each	each	DET
fis-3050	217	77	image	image	NOUN
fis-3050	217	78	)	)	PUNCT
fis-3050	217	79	required	require	VERB
fis-3050	217	80	to	to	PART
fis-3050	217	81	compute	compute	VERB
fis-3050	217	82	neural	neural	ADJ
fis-3050	217	83	networks	network	NOUN
fis-3050	217	84	.	.	PUNCT
fis-3050	218	1	as	as	ADP
fis-3050	218	2	for	for	ADP
fis-3050	218	3	software	software	NOUN
fis-3050	218	4	tools	tool	NOUN
fis-3050	218	5	,	,	PUNCT
fis-3050	218	6	the	the	DET
fis-3050	218	7	open	open	ADJ
fis-3050	218	8	source	source	NOUN
fis-3050	218	9	machine	machine	NOUN
fis-3050	218	10	learning	learn	VERB
fis-3050	218	11	tool	tool	NOUN
fis-3050	218	12	tensorflow	tensorflow	NOUN
fis-3050	218	13	,	,	PUNCT
fis-3050	218	14	developed	develop	VERB
fis-3050	218	15	by	by	ADP
fis-3050	218	16	the	the	DET
fis-3050	218	17	google	google	PROPN
fis-3050	218	18	brain	brain	NOUN
fis-3050	218	19	team	team	NOUN
fis-3050	218	20	,	,	PUNCT
fis-3050	218	21	was	be	AUX
fis-3050	218	22	used	use	VERB
fis-3050	218	23	.	.	PUNCT
fis-3050	219	1	this	this	PRON
fis-3050	219	2	is	be	AUX
fis-3050	219	3	now	now	ADV
fis-3050	219	4	an	an	DET
fis-3050	219	5	essential	essential	ADJ
fis-3050	219	6	tool	tool	NOUN
fis-3050	219	7	for	for	ADP
fis-3050	219	8	machine	machine	NOUN
fis-3050	219	9	learning	learn	VERB
fis-3050	219	10	applications	application	NOUN
fis-3050	219	11	,	,	PUNCT
fis-3050	219	12	such	such	ADJ
fis-3050	219	13	as	as	ADP
fis-3050	219	14	neural	neural	ADJ
fis-3050	219	15	networks	network	NOUN
fis-3050	219	16	[	[	X
fis-3050	219	17	60	60	NUM
fis-3050	219	18	]	]	PUNCT
fis-3050	219	19	.	.	PUNCT
fis-3050	220	1	the	the	DET
fis-3050	220	2	implementation	implementation	NOUN
fis-3050	220	3	of	of	ADP
fis-3050	220	4	the	the	DET
fis-3050	220	5	convolutional	convolutional	ADJ
fis-3050	220	6	neural	neural	ADJ
fis-3050	220	7	network	network	NOUN
fis-3050	220	8	algorithms	algorithm	NOUN
fis-3050	220	9	was	be	AUX
fis-3050	220	10	done	do	VERB
fis-3050	220	11	with	with	ADP
fis-3050	220	12	the	the	DET
fis-3050	220	13	keras	keras	PROPN
fis-3050	220	14	library	library	NOUN
fis-3050	220	15	,	,	PUNCT
fis-3050	220	16	using	use	VERB
fis-3050	220	17	the	the	DET
fis-3050	220	18	python	python	NOUN
fis-3050	220	19	programming	programming	NOUN
fis-3050	220	20	language	language	NOUN
fis-3050	220	21	.	.	PUNCT
fis-3050	221	1	keras	keras	PROPN
fis-3050	221	2	,	,	PUNCT
fis-3050	221	3	which	which	PRON
fis-3050	221	4	is	be	AUX
fis-3050	221	5	used	use	VERB
fis-3050	221	6	here	here	ADV
fis-3050	221	7	as	as	ADP
fis-3050	221	8	an	an	DET
fis-3050	221	9	interface	interface	NOUN
fis-3050	221	10	for	for	ADP
fis-3050	221	11	tensorflow	tensorflow	NOUN
fis-3050	221	12	,	,	PUNCT
fis-3050	221	13	was	be	AUX
fis-3050	221	14	chosen	choose	VERB
fis-3050	221	15	for	for	ADP
fis-3050	221	16	the	the	DET
fis-3050	221	17	ease	ease	NOUN
fis-3050	221	18	of	of	ADP
fis-3050	221	19	its	its	PRON
fis-3050	221	20	implementation	implementation	NOUN
fis-3050	221	21	of	of	ADP
fis-3050	221	22	many	many	ADJ
fis-3050	221	23	functions	function	NOUN
fis-3050	221	24	and	and	CCONJ
fis-3050	221	25	procedures	procedure	NOUN
fis-3050	221	26	,	,	PUNCT
fis-3050	221	27	its	its	PRON
fis-3050	221	28	modularity	modularity	NOUN
fis-3050	221	29	,	,	PUNCT
fis-3050	221	30	and	and	CCONJ
fis-3050	221	31	its	its	PRON
fis-3050	221	32	extension	extension	NOUN
fis-3050	221	33	capabilities	capability	NOUN
fis-3050	221	34	.	.	PUNCT
fis-3050	222	1	main	main	ADJ
fis-3050	222	2	results	result	NOUN
fis-3050	222	3	and	and	CCONJ
fis-3050	222	4	discussion	discussion	NOUN
fis-3050	222	5	irst	irst	NOUN
fis-3050	222	6	,	,	PUNCT
fis-3050	222	7	we	we	PRON
fis-3050	222	8	tested	test	VERB
fis-3050	222	9	the	the	DET
fis-3050	222	10	methodology	methodology	NOUN
fis-3050	222	11	on	on	ADP
fis-3050	222	12	available	available	ADJ
fis-3050	222	13	image	image	NOUN
fis-3050	222	14	datasets	dataset	NOUN
fis-3050	222	15	of	of	ADP
fis-3050	222	16	visually	visually	ADV
fis-3050	222	17	or	or	CCONJ
fis-3050	222	18	optically	optically	ADV
fis-3050	222	19	observable	observable	ADJ
fis-3050	222	20	cracks	crack	NOUN
fis-3050	222	21	on	on	ADP
fis-3050	222	22	the	the	DET
fis-3050	222	23	surface	surface	NOUN
fis-3050	222	24	of	of	ADP
fis-3050	222	25	concrete	concrete	ADJ
fis-3050	222	26	samples	sample	NOUN
fis-3050	222	27	.	.	PUNCT
fis-3050	223	1	for	for	ADP
fis-3050	223	2	this	this	DET
fis-3050	223	3	purpose	purpose	NOUN
fis-3050	223	4	,	,	PUNCT
fis-3050	223	5	we	we	PRON
fis-3050	223	6	used	use	VERB
fis-3050	223	7	a	a	DET
fis-3050	223	8	public	public	ADJ
fis-3050	223	9	database	database	NOUN
fis-3050	223	10	containing	contain	VERB
fis-3050	223	11	4,800	4,800	NUM
fis-3050	223	12	manually	manually	ADV
fis-3050	223	13	labeled	label	VERB
fis-3050	223	14	images	image	NOUN
fis-3050	223	15	of	of	ADP
fis-3050	223	16	cracked	crack	VERB
fis-3050	223	17	and	and	CCONJ
fis-3050	223	18	non	non	ADJ
fis-3050	223	19	-	-	ADJ
fis-3050	223	20	cracked	cracked	ADJ
fis-3050	223	21	concrete	concrete	ADJ
fis-3050	223	22	bridge	bridge	NOUN
fis-3050	223	23	decks	deck	NOUN
fis-3050	223	24	[	[	X
fis-3050	223	25	61	61	NUM
fis-3050	223	26	]	]	PUNCT
fis-3050	223	27	.	.	PUNCT
fis-3050	224	1	80	80	NUM
fis-3050	224	2	%	%	NOUN
fis-3050	224	3	of	of	ADP
fis-3050	224	4	these	these	DET
fis-3050	224	5	images	image	NOUN
fis-3050	224	6	were	be	AUX
fis-3050	224	7	allocated	allocate	VERB
fis-3050	224	8	to	to	ADP
fis-3050	224	9	the	the	DET
fis-3050	224	10	training	training	NOUN
fis-3050	224	11	phase	phase	NOUN
fis-3050	224	12	and	and	CCONJ
fis-3050	224	13	20	20	NUM
fis-3050	224	14	%	%	NOUN
fis-3050	224	15	for	for	ADP
fis-3050	224	16	validation	validation	NOUN
fis-3050	224	17	.	.	PUNCT
fis-3050	225	1	it	it	PRON
fis-3050	225	2	is	be	AUX
fis-3050	225	3	noted	note	VERB
fis-3050	225	4	that	that	SCONJ
fis-3050	225	5	regardless	regardless	ADV
fis-3050	225	6	of	of	ADP
fis-3050	225	7	the	the	DET
fis-3050	225	8	deep	deep	ADJ
fis-3050	225	9	learning	learning	NOUN
fis-3050	225	10	architectures	architecture	NOUN
fis-3050	225	11	implemented	implement	VERB
fis-3050	225	12	,	,	PUNCT
fis-3050	225	13	the	the	DET
fis-3050	225	14	wavelet	wavelet	NOUN
fis-3050	225	15	-	-	PUNCT
fis-3050	225	16	based	base	VERB
fis-3050	225	17	mra	mra	NOUN
fis-3050	225	18	does	do	AUX
fis-3050	225	19	not	not	PART
fis-3050	225	20	add	add	VERB
fis-3050	225	21	anything	anything	PRON
fis-3050	225	22	at	at	ADP
fis-3050	225	23	this	this	DET
fis-3050	225	24	stage	stage	NOUN
fis-3050	225	25	as	as	SCONJ
fis-3050	225	26	the	the	DET
fis-3050	225	27	accuracy	accuracy	NOUN
fis-3050	225	28	levels	level	NOUN
fis-3050	225	29	obtained	obtain	VERB
fis-3050	225	30	are	be	AUX
fis-3050	225	31	those	those	PRON
fis-3050	225	32	found	find	VERB
fis-3050	225	33	in	in	ADP
fis-3050	225	34	the	the	DET
fis-3050	225	35	literature	literature	NOUN
fis-3050	225	36	.	.	PUNCT
fis-3050	226	1	we	we	PRON
fis-3050	226	2	then	then	ADV
fis-3050	226	3	sought	seek	VERB
fis-3050	226	4	to	to	PART
fis-3050	226	5	demonstrate	demonstrate	VERB
fis-3050	226	6	the	the	DET
fis-3050	226	7	relevance	relevance	NOUN
fis-3050	226	8	of	of	ADP
fis-3050	226	9	wavelet	wavelet	NOUN
fis-3050	226	10	-	-	PUNCT
fis-3050	226	11	based	base	VERB
fis-3050	226	12	multiresolution	multiresolution	NOUN
fis-3050	226	13	analysis	analysis	NOUN
fis-3050	226	14	to	to	PART
fis-3050	226	15	identify	identify	VERB
fis-3050	226	16	the	the	DET
fis-3050	226	17	initiation	initiation	NOUN
fis-3050	226	18	of	of	ADP
fis-3050	226	19	cracks	crack	NOUN
fis-3050	226	20	in	in	ADP
fis-3050	226	21	concrete	concrete	ADJ
fis-3050	226	22	,	,	PUNCT
fis-3050	226	23	i.e.	i.e.	X
fis-3050	226	24	well	well	ADV
fis-3050	226	25	before	before	SCONJ
fis-3050	226	26	the	the	DET
fis-3050	226	27	fracture	fracture	NOUN
fis-3050	226	28	is	be	AUX
fis-3050	226	29	visible	visible	ADJ
fis-3050	226	30	on	on	ADP
fis-3050	226	31	the	the	DET
fis-3050	226	32	surface	surface	NOUN
fis-3050	226	33	of	of	ADP
fis-3050	226	34	the	the	DET
fis-3050	226	35	material	material	NOUN
fis-3050	226	36	.	.	PUNCT
fis-3050	227	1	for	for	ADP
fis-3050	227	2	this	this	DET
fis-3050	227	3	purpose	purpose	NOUN
fis-3050	227	4	,	,	PUNCT
fis-3050	227	5	a	a	DET
fis-3050	227	6	private	private	ADJ
fis-3050	227	7	database	database	NOUN
fis-3050	227	8	of	of	ADP
fis-3050	227	9	bscan	bscan	PROPN
fis-3050	227	10	mappings	mapping	NOUN
fis-3050	227	11	obtained	obtain	VERB
fis-3050	227	12	by	by	ADP
fis-3050	227	13	wavelet	wavelet	NOUN
fis-3050	227	14	-	-	PUNCT
fis-3050	227	15	based	base	VERB
fis-3050	227	16	mra	mra	NOUN
fis-3050	227	17	was	be	AUX
fis-3050	227	18	constructed	construct	VERB
fis-3050	227	19	from	from	ADP
fis-3050	227	20	the	the	DET
fis-3050	227	21	35	35	NUM
fis-3050	227	22	concrete	concrete	ADJ
fis-3050	227	23	specimens	specimen	NOUN
fis-3050	227	24	we	we	PRON
fis-3050	227	25	fabricated	fabricate	VERB
fis-3050	227	26	and	and	CCONJ
fis-3050	227	27	aged	age	VERB
fis-3050	227	28	by	by	ADP
fis-3050	227	29	the	the	DET
fis-3050	227	30	compression	compression	NOUN
fis-3050	227	31	tests	test	NOUN
fis-3050	227	32	.	.	PUNCT
fis-3050	228	1	for	for	ADP
fis-3050	228	2	each	each	DET
fis-3050	228	3	concrete	concrete	ADJ
fis-3050	228	4	specimen	speciman	NOUN
fis-3050	228	5	,	,	PUNCT
fis-3050	228	6	this	this	DET
fis-3050	228	7	database	database	NOUN
fis-3050	228	8	contains	contain	VERB
fis-3050	228	9	40	40	NUM
fis-3050	228	10	images	image	NOUN
fis-3050	228	11	without	without	ADP
fis-3050	228	12	cracks	crack	NOUN
fis-3050	228	13	,	,	PUNCT
fis-3050	228	14	and	and	CCONJ
fis-3050	228	15	100	100	NUM
fis-3050	228	16	images	image	NOUN
fis-3050	228	17	representing	represent	VERB
fis-3050	228	18	several	several	ADJ
fis-3050	228	19	stages	stage	NOUN
fis-3050	228	20	of	of	ADP
fis-3050	228	21	aging	age	VERB
fis-3050	228	22	,	,	PUNCT
fis-3050	228	23	i.e.	i.e.	X
fis-3050	228	24	from	from	ADP
fis-3050	228	25	the	the	DET
fis-3050	228	26	initiation	initiation	NOUN
fis-3050	228	27	of	of	ADP
fis-3050	228	28	cracks	crack	NOUN
fis-3050	228	29	in	in	ADP
fis-3050	228	30	the	the	DET
fis-3050	228	31	core	core	NOUN
fis-3050	228	32	of	of	ADP
fis-3050	228	33	the	the	DET
fis-3050	228	34	material	material	NOUN
fis-3050	228	35	,	,	PUNCT
fis-3050	228	36	then	then	ADV
fis-3050	228	37	to	to	ADP
fis-3050	228	38	their	their	PRON
fis-3050	228	39	propagation	propagation	NOUN
fis-3050	228	40	,	,	PUNCT
fis-3050	228	41	to	to	ADP
fis-3050	228	42	the	the	DET
fis-3050	228	43	fracture	fracture	NOUN
fis-3050	228	44	of	of	ADP
fis-3050	228	45	the	the	DET
fis-3050	228	46	specimen	speciman	NOUN
fis-3050	228	47	itself	itself	PRON
fis-3050	228	48	.	.	PUNCT
fis-3050	229	1	in	in	ADP
fis-3050	229	2	total	total	ADJ
fis-3050	229	3	,	,	PUNCT
fis-3050	229	4	4,900	4,900	NUM
fis-3050	229	5	images	image	NOUN
fis-3050	229	6	are	be	AUX
fis-3050	229	7	available	available	ADJ
fis-3050	229	8	,	,	PUNCT
fis-3050	229	9	each	each	PRON
fis-3050	229	10	with	with	ADP
fis-3050	229	11	dimensions	dimension	NOUN
fis-3050	229	12	of	of	ADP
fis-3050	229	13	120	120	NUM
fis-3050	229	14	pixels	pixel	NOUN
fis-3050	229	15	×	×	NOUN
fis-3050	229	16	120	120	NUM
fis-3050	229	17	pixels	pixel	NOUN
fis-3050	229	18	×	×	NOUN
fis-3050	229	19	3	3	NUM
fis-3050	229	20	color	color	NOUN
fis-3050	229	21	channels	channel	NOUN
fis-3050	229	22	.	.	PUNCT
fis-3050	230	1	for	for	ADP
fis-3050	230	2	each	each	PRON
fis-3050	230	3	of	of	ADP
fis-3050	230	4	the	the	DET
fis-3050	230	5	two	two	NUM
fis-3050	230	6	classes	class	NOUN
fis-3050	230	7	,	,	PUNCT
fis-3050	230	8	i.e.	i.e.	X
fis-3050	230	9	“	"	PUNCT
fis-3050	230	10	crack	crack	NOUN
fis-3050	230	11	”	"	PUNCT
fis-3050	230	12	and	and	CCONJ
fis-3050	230	13	“	"	PUNCT
fis-3050	230	14	non	non	ADJ
fis-3050	230	15	-	-	ADJ
fis-3050	230	16	crack	crack	VERB
fis-3050	230	17	”	"	PUNCT
fis-3050	230	18	,	,	PUNCT
fis-3050	230	19	80	80	NUM
fis-3050	230	20	%	%	NOUN
fis-3050	230	21	of	of	ADP
fis-3050	230	22	the	the	DET
fis-3050	230	23	images	image	NOUN
fis-3050	230	24	are	be	AUX
fis-3050	230	25	assigned	assign	VERB
fis-3050	230	26	to	to	ADP
fis-3050	230	27	the	the	DET
fis-3050	230	28	training	training	NOUN
fis-3050	230	29	phase	phase	NOUN
fis-3050	230	30	and	and	CCONJ
fis-3050	230	31	20	20	NUM
fis-3050	230	32	%	%	NOUN
fis-3050	230	33	to	to	ADP
fis-3050	230	34	the	the	DET
fis-3050	230	35	validation	validation	NOUN
fis-3050	230	36	.	.	PUNCT
fis-3050	231	1	before	before	ADP
fis-3050	231	2	training	training	NOUN
fis-3050	231	3	and	and	CCONJ
fis-3050	231	4	validation	validation	NOUN
fis-3050	231	5	,	,	PUNCT
fis-3050	231	6	the	the	DET
fis-3050	231	7	images	image	NOUN
fis-3050	231	8	are	be	AUX
fis-3050	231	9	normalized	normalize	VERB
fis-3050	231	10	by	by	ADP
fis-3050	231	11	subtracting	subtract	VERB
fis-3050	231	12	their	their	PRON
fis-3050	231	13	mean	mean	NOUN
fis-3050	231	14	in	in	ADP
fis-3050	231	15	order	order	NOUN
fis-3050	231	16	to	to	PART
fis-3050	231	17	have	have	AUX
fis-3050	231	18	centered	center	VERB
fis-3050	231	19	data	datum	NOUN
fis-3050	231	20	.	.	PUNCT
fis-3050	232	1	this	this	PRON
fis-3050	232	2	ensures	ensure	VERB
fis-3050	232	3	similar	similar	ADJ
fis-3050	232	4	image	image	NOUN
fis-3050	232	5	characteristics	characteristic	NOUN
fis-3050	232	6	to	to	PART
fis-3050	232	7	avoid	avoid	VERB
fis-3050	232	8	uncontrollable	uncontrollable	ADJ
fis-3050	232	9	gradients	gradient	NOUN
fis-3050	232	10	in	in	ADP
fis-3050	232	11	the	the	DET
fis-3050	232	12	loss	loss	NOUN
fis-3050	232	13	function	function	NOUN
fis-3050	232	14	with	with	ADP
fis-3050	232	15	respect	respect	NOUN
fis-3050	232	16	to	to	ADP
fis-3050	232	17	the	the	DET
fis-3050	232	18	neural	neural	ADJ
fis-3050	232	19	network	network	NOUN
fis-3050	232	20	weights	weight	NOUN
fis-3050	232	21	during	during	ADP
fis-3050	232	22	backpropagation	backpropagation	NOUN
fis-3050	232	23	.	.	PUNCT
fis-3050	233	1	figure	figure	NOUN
fis-3050	233	2	10	10	NUM
fis-3050	233	3	gives	give	VERB
fis-3050	233	4	an	an	DET
fis-3050	233	5	illustrative	illustrative	ADJ
fis-3050	233	6	example	example	NOUN
fis-3050	233	7	of	of	ADP
fis-3050	233	8	the	the	DET
fis-3050	233	9	impact	impact	NOUN
fis-3050	233	10	of	of	ADP
fis-3050	233	11	wavelet	wavelet	NOUN
fis-3050	233	12	-	-	PUNCT
fis-3050	233	13	based	base	VERB
fis-3050	233	14	multiresolution	multiresolution	NOUN
fis-3050	233	15	analysis	analysis	NOUN
fis-3050	233	16	combined	combine	VERB
fis-3050	233	17	with	with	ADP
fis-3050	233	18	a	a	DET
fis-3050	233	19	simple	simple	ADJ
fis-3050	233	20	deep	deep	ADJ
fis-3050	233	21	learning	learning	NOUN
fis-3050	233	22	architecture	architecture	NOUN
fis-3050	233	23	to	to	PART
fis-3050	233	24	automatically	automatically	ADV
fis-3050	233	25	detect	detect	VERB
fis-3050	233	26	cracks	crack	NOUN
fis-3050	233	27	in	in	ADP
fis-3050	233	28	concrete	concrete	ADJ
fis-3050	233	29	long	long	ADV
fis-3050	233	30	before	before	SCONJ
fis-3050	233	31	they	they	PRON
fis-3050	233	32	are	be	AUX
fis-3050	233	33	visible	visible	ADJ
fis-3050	233	34	by	by	ADP
fis-3050	233	35	optical	optical	ADJ
fis-3050	233	36	inspection	inspection	NOUN
fis-3050	233	37	.	.	PUNCT
fis-3050	234	1	we	we	PRON
fis-3050	234	2	have	have	AUX
fis-3050	234	3	of	of	ADP
fis-3050	234	4	course	course	NOUN
fis-3050	234	5	tested	test	VERB
fis-3050	234	6	both	both	DET
fis-3050	234	7	architectures	architecture	NOUN
fis-3050	234	8	in	in	ADP
fis-3050	234	9	figure	figure	NOUN
fis-3050	234	10	2	2	NUM
fis-3050	234	11	(	(	PUNCT
fis-3050	234	12	i.e.	i.e.	X
fis-3050	234	13	,	,	PUNCT
fis-3050	234	14	alexnet	alexnet	NOUN
fis-3050	234	15	and	and	CCONJ
fis-3050	234	16	vgg16	vgg16	PROPN
fis-3050	234	17	)	)	PUNCT
fis-3050	234	18	,	,	PUNCT
fis-3050	234	19	as	as	ADV
fis-3050	234	20	well	well	ADV
fis-3050	234	21	as	as	ADP
fis-3050	234	22	a	a	DET
fis-3050	234	23	more	more	ADV
fis-3050	234	24	advanced	advanced	ADJ
fis-3050	234	25	architecture	architecture	NOUN
fis-3050	234	26	such	such	ADJ
fis-3050	234	27	as	as	ADP
fis-3050	234	28	resnet-50	resnet-50	PROPN
fis-3050	234	29	(	(	PUNCT
fis-3050	234	30	i.e.	i.e.	X
fis-3050	234	31	,	,	PUNCT
fis-3050	234	32	composed	compose	VERB
fis-3050	234	33	of	of	ADP
fis-3050	234	34	50	50	NUM
fis-3050	234	35	layers	layer	NOUN
fis-3050	234	36	with	with	ADP
fis-3050	234	37	over	over	ADP
fis-3050	234	38	23	23	NUM
fis-3050	234	39	million	million	NUM
fis-3050	234	40	trainable	trainable	ADJ
fis-3050	234	41	parameters	parameter	NOUN
fis-3050	234	42	)	)	PUNCT
fis-3050	234	43	.	.	PUNCT
fis-3050	235	1	with	with	ADP
fis-3050	235	2	a	a	DET
fis-3050	235	3	cnn	cnn	NOUN
fis-3050	235	4	architecture	architecture	NOUN
fis-3050	235	5	composed	compose	VERB
fis-3050	235	6	of	of	ADP
fis-3050	235	7	about	about	ADV
fis-3050	235	8	20	20	NUM
fis-3050	235	9	million	million	NUM
fis-3050	235	10	of	of	ADP
fis-3050	235	11	parameters	parameter	NOUN
fis-3050	235	12	,	,	PUNCT
fis-3050	235	13	and	and	CCONJ
fis-3050	235	14	the	the	DET
fis-3050	235	15	equipment	equipment	NOUN
fis-3050	235	16	used	use	VERB
fis-3050	235	17	,	,	PUNCT
fis-3050	235	18	the	the	DET
fis-3050	235	19	training	training	NOUN
fis-3050	235	20	phase	phase	NOUN
fis-3050	235	21	lasted	last	VERB
fis-3050	235	22	about	about	ADV
fis-3050	235	23	25	25	NUM
fis-3050	235	24	hours	hour	NOUN
fis-3050	235	25	,	,	PUNCT
fis-3050	235	26	or	or	CCONJ
fis-3050	235	27	about	about	ADV
fis-3050	235	28	30	30	NUM
fis-3050	235	29	minutes	minute	NOUN
fis-3050	235	30	per	per	ADP
fis-3050	235	31	epoch	epoch	NOUN
fis-3050	235	32	(	(	PUNCT
fis-3050	235	33	i.e.	i.e.	X
fis-3050	235	34	the	the	DET
fis-3050	235	35	number	number	NOUN
fis-3050	235	36	of	of	ADP
fis-3050	235	37	cycles	cycle	NOUN
fis-3050	235	38	through	through	ADP
fis-3050	235	39	the	the	DET
fis-3050	235	40	full	full	ADJ
fis-3050	235	41	training	training	NOUN
fis-3050	235	42	dataset	dataset	NOUN
fis-3050	235	43	)	)	PUNCT
fis-3050	235	44	.	.	PUNCT
fis-3050	236	1	similar	similar	ADJ
fis-3050	236	2	results	result	NOUN
fis-3050	236	3	can	can	AUX
fis-3050	236	4	be	be	AUX
fis-3050	236	5	obtained	obtain	VERB
fis-3050	236	6	regardless	regardless	ADV
fis-3050	236	7	of	of	ADP
fis-3050	236	8	the	the	DET
fis-3050	236	9	deep	deep	ADJ
fis-3050	236	10	learning	learning	NOUN
fis-3050	236	11	architecture	architecture	NOUN
fis-3050	236	12	implemented	implement	VERB
fis-3050	236	13	.	.	PUNCT
fis-3050	237	1	f	f	PROPN
fis-3050	237	2	a.	a.	PROPN
fis-3050	237	3	arbaoui	arbaoui	PROPN
fis-3050	237	4	et	et	PROPN
fis-3050	237	5	alii	alii	PROPN
fis-3050	237	6	,	,	PUNCT
fis-3050	237	7	frattura	frattura	PROPN
fis-3050	237	8	ed	ed	PROPN
fis-3050	237	9	integrità	integrità	PROPN
fis-3050	237	10	strutturale	strutturale	PROPN
fis-3050	237	11	,	,	PUNCT
fis-3050	237	12	58	58	NUM
fis-3050	237	13	(	(	PUNCT
fis-3050	237	14	2021	2021	NUM
fis-3050	237	15	)	)	PUNCT
fis-3050	237	16	33	33	NUM
fis-3050	237	17	-	-	SYM
fis-3050	237	18	47	47	NUM
fis-3050	237	19	;	;	PUNCT
fis-3050	237	20	doi	doi	NOUN
fis-3050	237	21	:	:	PUNCT
fis-3050	237	22	10.3221	10.3221	NUM
fis-3050	237	23	/	/	SYM
fis-3050	237	24	igf	igf	PROPN
fis-3050	237	25	-	-	ADJ
fis-3050	237	26	esis.58.03	esis.58.03	PROPN
fis-3050	237	27	44	44	NUM
fis-3050	237	28	in	in	ADP
fis-3050	237	29	figure	figure	NOUN
fis-3050	237	30	10	10	NUM
fis-3050	237	31	,	,	PUNCT
fis-3050	237	32	the	the	DET
fis-3050	237	33	graph	graph	NOUN
fis-3050	237	34	on	on	ADP
fis-3050	237	35	the	the	DET
fis-3050	237	36	left	left	NOUN
fis-3050	237	37	shows	show	VERB
fis-3050	237	38	the	the	DET
fis-3050	237	39	smoothed	smoothed	ADJ
fis-3050	237	40	accuracy	accuracy	NOUN
fis-3050	237	41	of	of	ADP
fis-3050	237	42	the	the	DET
fis-3050	237	43	recognition	recognition	NOUN
fis-3050	237	44	of	of	ADP
fis-3050	237	45	a	a	DET
fis-3050	237	46	crack	crack	NOUN
fis-3050	237	47	as	as	ADP
fis-3050	237	48	a	a	DET
fis-3050	237	49	function	function	NOUN
fis-3050	237	50	of	of	ADP
fis-3050	237	51	the	the	DET
fis-3050	237	52	epochs	epoch	NOUN
fis-3050	237	53	.	.	PUNCT
fis-3050	238	1	the	the	DET
fis-3050	238	2	graph	graph	NOUN
fis-3050	238	3	on	on	ADP
fis-3050	238	4	the	the	DET
fis-3050	238	5	right	right	NOUN
fis-3050	238	6	shows	show	VERB
fis-3050	238	7	the	the	DET
fis-3050	238	8	evolution	evolution	NOUN
fis-3050	238	9	of	of	ADP
fis-3050	238	10	the	the	DET
fis-3050	238	11	associated	associated	ADJ
fis-3050	238	12	cost	cost	NOUN
fis-3050	238	13	function	function	NOUN
fis-3050	238	14	.	.	PUNCT
fis-3050	239	1	the	the	DET
fis-3050	239	2	cross	cross	ADJ
fis-3050	239	3	-	-	ADJ
fis-3050	239	4	entropy	entropy	ADJ
fis-3050	239	5	loss	loss	NOUN
fis-3050	239	6	function	function	NOUN
fis-3050	239	7	,	,	PUNCT
fis-3050	239	8	also	also	ADV
fis-3050	239	9	known	know	VERB
fis-3050	239	10	as	as	ADP
fis-3050	239	11	the	the	DET
fis-3050	239	12	logarithmic	logarithmic	ADJ
fis-3050	239	13	loss	loss	NOUN
fis-3050	239	14	function	function	NOUN
fis-3050	239	15	,	,	PUNCT
fis-3050	239	16	is	be	AUX
fis-3050	239	17	one	one	NUM
fis-3050	239	18	of	of	ADP
fis-3050	239	19	the	the	DET
fis-3050	239	20	most	most	ADV
fis-3050	239	21	commonly	commonly	ADV
fis-3050	239	22	used	use	VERB
fis-3050	239	23	cost	cost	NOUN
fis-3050	239	24	functions	function	NOUN
fis-3050	239	25	when	when	SCONJ
fis-3050	239	26	adjusting	adjust	VERB
fis-3050	239	27	model	model	NOUN
fis-3050	239	28	weights	weight	NOUN
fis-3050	239	29	during	during	ADP
fis-3050	239	30	training	training	NOUN
fis-3050	239	31	.	.	PUNCT
fis-3050	240	1	we	we	PRON
fis-3050	240	2	have	have	AUX
fis-3050	240	3	used	use	VERB
fis-3050	240	4	the	the	DET
fis-3050	240	5	binary	binary	PROPN
fis-3050	240	6	cross	cross	PROPN
fis-3050	240	7	-	-	ADJ
fis-3050	240	8	entropy	entropy	ADJ
fis-3050	240	9	loss	loss	NOUN
fis-3050	240	10	function	function	NOUN
fis-3050	240	11	is	be	AUX
fis-3050	240	12	implemented	implement	VERB
fis-3050	240	13	.	.	PUNCT
fis-3050	241	1	it	it	PRON
fis-3050	241	2	consists	consist	VERB
fis-3050	241	3	of	of	ADP
fis-3050	241	4	comparing	compare	VERB
fis-3050	241	5	each	each	DET
fis-3050	241	6	predicted	predict	VERB
fis-3050	241	7	class	class	NOUN
fis-3050	241	8	probability	probability	NOUN
fis-3050	241	9	with	with	ADP
fis-3050	241	10	the	the	DET
fis-3050	241	11	desired	desire	VERB
fis-3050	241	12	0	0	NUM
fis-3050	241	13	or	or	CCONJ
fis-3050	241	14	1	1	NUM
fis-3050	241	15	output	output	NOUN
fis-3050	241	16	,	,	PUNCT
fis-3050	241	17	identifying	identify	VERB
fis-3050	241	18	“	"	PUNCT
fis-3050	241	19	crack	crack	NOUN
fis-3050	241	20	”	"	PUNCT
fis-3050	241	21	or	or	CCONJ
fis-3050	241	22	“	"	PUNCT
fis-3050	241	23	non	non	ADJ
fis-3050	241	24	-	-	ADJ
fis-3050	241	25	crack	crack	VERB
fis-3050	241	26	”	"	PUNCT
fis-3050	241	27	respectively	respectively	ADV
fis-3050	241	28	,	,	PUNCT
fis-3050	241	29	for	for	ADP
fis-3050	241	30	the	the	DET
fis-3050	241	31	actual	actual	ADJ
fis-3050	241	32	class	class	NOUN
fis-3050	241	33	.	.	PUNCT
fis-3050	242	1	a	a	DET
fis-3050	242	2	score	score	NOUN
fis-3050	242	3	is	be	AUX
fis-3050	242	4	then	then	ADV
fis-3050	242	5	computed	compute	VERB
fis-3050	242	6	,	,	PUNCT
fis-3050	242	7	penalizing	penalize	VERB
fis-3050	242	8	the	the	DET
fis-3050	242	9	probability	probability	NOUN
fis-3050	242	10	according	accord	VERB
fis-3050	242	11	to	to	ADP
fis-3050	242	12	the	the	DET
fis-3050	242	13	distance	distance	NOUN
fis-3050	242	14	between	between	ADP
fis-3050	242	15	it	it	PRON
fis-3050	242	16	and	and	CCONJ
fis-3050	242	17	the	the	DET
fis-3050	242	18	expected	expect	VERB
fis-3050	242	19	real	real	ADJ
fis-3050	242	20	value	value	NOUN
fis-3050	242	21	.	.	PUNCT
fis-3050	243	1	in	in	ADP
fis-3050	243	2	the	the	DET
fis-3050	243	3	case	case	NOUN
fis-3050	243	4	that	that	SCONJ
fis-3050	243	5	we	we	PRON
fis-3050	243	6	have	have	AUX
fis-3050	243	7	implemented	implement	VERB
fis-3050	243	8	,	,	PUNCT
fis-3050	243	9	the	the	DET
fis-3050	243	10	penalty	penalty	NOUN
fis-3050	243	11	function	function	NOUN
fis-3050	243	12	is	be	AUX
fis-3050	243	13	logarithmic	logarithmic	ADJ
fis-3050	243	14	,	,	PUNCT
fis-3050	243	15	which	which	PRON
fis-3050	243	16	gives	give	VERB
fis-3050	243	17	a	a	DET
fis-3050	243	18	high	high	ADJ
fis-3050	243	19	score	score	NOUN
fis-3050	243	20	for	for	ADP
fis-3050	243	21	large	large	ADJ
fis-3050	243	22	differences	difference	NOUN
fis-3050	243	23	close	close	ADV
fis-3050	243	24	to	to	ADP
fis-3050	243	25	1	1	NUM
fis-3050	243	26	and	and	CCONJ
fis-3050	243	27	a	a	DET
fis-3050	243	28	low	low	ADJ
fis-3050	243	29	score	score	NOUN
fis-3050	243	30	for	for	ADP
fis-3050	243	31	small	small	ADJ
fis-3050	243	32	differences	difference	NOUN
fis-3050	243	33	tending	tend	VERB
fis-3050	243	34	towards	towards	ADP
fis-3050	243	35	0	0	NUM
fis-3050	243	36	.	.	PUNCT
fis-3050	244	1	for	for	ADP
fis-3050	244	2	both	both	DET
fis-3050	244	3	training	training	NOUN
fis-3050	244	4	and	and	CCONJ
fis-3050	244	5	validation	validation	NOUN
fis-3050	244	6	,	,	PUNCT
fis-3050	244	7	the	the	DET
fis-3050	244	8	results	result	NOUN
fis-3050	244	9	in	in	ADP
fis-3050	244	10	figure	figure	NOUN
fis-3050	244	11	10	10	NUM
fis-3050	244	12	show	show	VERB
fis-3050	244	13	that	that	SCONJ
fis-3050	244	14	fewer	few	ADJ
fis-3050	244	15	than	than	ADP
fis-3050	244	16	25	25	NUM
fis-3050	244	17	epochs	epoch	NOUN
fis-3050	244	18	are	be	AUX
fis-3050	244	19	required	require	VERB
fis-3050	244	20	for	for	SCONJ
fis-3050	244	21	the	the	DET
fis-3050	244	22	smoothed	smooth	VERB
fis-3050	244	23	accuracy	accuracy	NOUN
fis-3050	244	24	and	and	CCONJ
fis-3050	244	25	loss	loss	NOUN
fis-3050	244	26	function	function	NOUN
fis-3050	244	27	to	to	PART
fis-3050	244	28	converge	converge	VERB
fis-3050	244	29	.	.	PUNCT
fis-3050	245	1	more	more	ADV
fis-3050	245	2	precisely	precisely	ADV
fis-3050	245	3	,	,	PUNCT
fis-3050	245	4	the	the	DET
fis-3050	245	5	smoothed	smoothed	ADJ
fis-3050	245	6	accuracy	accuracy	NOUN
fis-3050	245	7	reaches	reach	VERB
fis-3050	245	8	a	a	DET
fis-3050	245	9	maximum	maximum	NOUN
fis-3050	245	10	of	of	ADP
fis-3050	245	11	97	97	NUM
fis-3050	245	12	%	%	NOUN
fis-3050	245	13	during	during	ADP
fis-3050	245	14	the	the	DET
fis-3050	245	15	training	training	NOUN
fis-3050	245	16	phase	phase	NOUN
fis-3050	245	17	and	and	CCONJ
fis-3050	245	18	98	98	NUM
fis-3050	245	19	%	%	NOUN
fis-3050	245	20	during	during	ADP
fis-3050	245	21	the	the	DET
fis-3050	245	22	validation	validation	NOUN
fis-3050	245	23	phase	phase	NOUN
fis-3050	245	24	,	,	PUNCT
fis-3050	245	25	thus	thus	ADV
fis-3050	245	26	confirming	confirm	VERB
fis-3050	245	27	the	the	DET
fis-3050	245	28	great	great	ADJ
fis-3050	245	29	importance	importance	NOUN
fis-3050	245	30	of	of	ADP
fis-3050	245	31	the	the	DET
fis-3050	245	32	wavelet	wavelet	NOUN
fis-3050	245	33	-	-	PUNCT
fis-3050	245	34	based	base	VERB
fis-3050	245	35	multiresolution	multiresolution	NOUN
fis-3050	245	36	analysis	analysis	NOUN
fis-3050	245	37	.	.	PUNCT
fis-3050	246	1	the	the	DET
fis-3050	246	2	loss	loss	NOUN
fis-3050	246	3	function	function	NOUN
fis-3050	246	4	,	,	PUNCT
fis-3050	246	5	on	on	ADP
fis-3050	246	6	the	the	DET
fis-3050	246	7	other	other	ADJ
fis-3050	246	8	hand	hand	NOUN
fis-3050	246	9	,	,	PUNCT
fis-3050	246	10	reaches	reach	VERB
fis-3050	246	11	a	a	DET
fis-3050	246	12	minimum	minimum	NOUN
fis-3050	246	13	lower	low	ADJ
fis-3050	246	14	than	than	ADP
fis-3050	246	15	0.1	0.1	NUM
fis-3050	246	16	during	during	ADP
fis-3050	246	17	both	both	DET
fis-3050	246	18	training	training	NOUN
fis-3050	246	19	and	and	CCONJ
fis-3050	246	20	validation	validation	NOUN
fis-3050	246	21	,	,	PUNCT
fis-3050	246	22	which	which	PRON
fis-3050	246	23	means	mean	VERB
fis-3050	246	24	that	that	SCONJ
fis-3050	246	25	the	the	DET
fis-3050	246	26	model	model	NOUN
fis-3050	246	27	is	be	AUX
fis-3050	246	28	adequately	adequately	ADV
fis-3050	246	29	fine	fine	ADV
fis-3050	246	30	-	-	PUNCT
fis-3050	246	31	tuned	tune	VERB
fis-3050	246	32	.	.	PUNCT
fis-3050	247	1	figure	figure	NOUN
fis-3050	247	2	10	10	NUM
fis-3050	247	3	:	:	PUNCT
fis-3050	247	4	wavelet	wavelet	NOUN
fis-3050	247	5	-	-	PUNCT
fis-3050	247	6	based	base	VERB
fis-3050	247	7	multiresolution	multiresolution	NOUN
fis-3050	247	8	analysis	analysis	NOUN
fis-3050	247	9	coupled	couple	VERB
fis-3050	247	10	with	with	ADP
fis-3050	247	11	a	a	DET
fis-3050	247	12	simple	simple	ADJ
fis-3050	247	13	deep	deep	ADJ
fis-3050	247	14	learning	learning	NOUN
fis-3050	247	15	architecture	architecture	NOUN
fis-3050	247	16	for	for	ADP
fis-3050	247	17	automatic	automatic	ADJ
fis-3050	247	18	detection	detection	NOUN
fis-3050	247	19	of	of	ADP
fis-3050	247	20	crack	crack	VERB
fis-3050	247	21	formation	formation	NOUN
fis-3050	247	22	in	in	ADP
fis-3050	247	23	concrete	concrete	NOUN
fis-3050	247	24	:	:	PUNCT
fis-3050	247	25	examples	example	NOUN
fis-3050	247	26	of	of	ADP
fis-3050	247	27	smoothed	smoothed	ADJ
fis-3050	247	28	accuracy	accuracy	NOUN
fis-3050	247	29	and	and	CCONJ
fis-3050	247	30	loss	loss	NOUN
fis-3050	247	31	function	function	NOUN
fis-3050	247	32	(	(	PUNCT
fis-3050	247	33	binary	binary	PROPN
fis-3050	247	34	cross	cross	PROPN
fis-3050	247	35	-	-	ADJ
fis-3050	247	36	entropy	entropy	ADJ
fis-3050	247	37	model	model	NOUN
fis-3050	247	38	)	)	PUNCT
fis-3050	247	39	.	.	PUNCT
fis-3050	248	1	conclusions	conclusion	NOUN
fis-3050	248	2	his	his	PRON
fis-3050	248	3	paper	paper	NOUN
fis-3050	248	4	reports	report	VERB
fis-3050	248	5	on	on	ADP
fis-3050	248	6	an	an	DET
fis-3050	248	7	original	original	ADJ
fis-3050	248	8	methodology	methodology	NOUN
fis-3050	248	9	that	that	PRON
fis-3050	248	10	was	be	AUX
fis-3050	248	11	implemented	implement	VERB
fis-3050	248	12	to	to	PART
fis-3050	248	13	efficiently	efficiently	ADV
fis-3050	248	14	detect	detect	VERB
fis-3050	248	15	crack	crack	NOUN
fis-3050	248	16	initiation	initiation	NOUN
fis-3050	248	17	using	use	VERB
fis-3050	248	18	nondestructive	nondestructive	ADJ
fis-3050	248	19	ultrasonic	ultrasonic	ADJ
fis-3050	248	20	testing	testing	NOUN
fis-3050	248	21	of	of	ADP
fis-3050	248	22	elements	element	NOUN
fis-3050	248	23	of	of	ADP
fis-3050	248	24	a	a	DET
fis-3050	248	25	concrete	concrete	ADJ
fis-3050	248	26	civil	civil	ADJ
fis-3050	248	27	engineering	engineering	NOUN
fis-3050	248	28	structure	structure	NOUN
fis-3050	248	29	.	.	PUNCT
fis-3050	249	1	compared	compare	VERB
fis-3050	249	2	to	to	ADP
fis-3050	249	3	existing	exist	VERB
fis-3050	249	4	related	related	ADJ
fis-3050	249	5	studies	study	NOUN
fis-3050	249	6	in	in	ADP
fis-3050	249	7	the	the	DET
fis-3050	249	8	literature	literature	NOUN
fis-3050	249	9	,	,	PUNCT
fis-3050	249	10	our	our	PRON
fis-3050	249	11	main	main	ADJ
fis-3050	249	12	contributions	contribution	NOUN
fis-3050	249	13	are	be	AUX
fis-3050	249	14	as	as	SCONJ
fis-3050	249	15	follows	follow	VERB
fis-3050	249	16	:	:	PUNCT
fis-3050	249	17			NOUN
fis-3050	249	18	proposal	proposal	NOUN
fis-3050	249	19	of	of	ADP
fis-3050	249	20	a	a	DET
fis-3050	249	21	detection	detection	NOUN
fis-3050	249	22	method	method	NOUN
fis-3050	249	23	at	at	ADP
fis-3050	249	24	an	an	DET
fis-3050	249	25	early	early	ADJ
fis-3050	249	26	stage	stage	NOUN
fis-3050	249	27	,	,	PUNCT
fis-3050	249	28	i.e.	i.e.	X
fis-3050	249	29	well	well	ADV
fis-3050	249	30	before	before	SCONJ
fis-3050	249	31	the	the	DET
fis-3050	249	32	concrete	concrete	ADJ
fis-3050	249	33	fracture	fracture	NOUN
fis-3050	249	34	is	be	AUX
fis-3050	249	35	visible	visible	ADJ
fis-3050	249	36	on	on	ADP
fis-3050	249	37	the	the	DET
fis-3050	249	38	surface	surface	NOUN
fis-3050	249	39	,	,	PUNCT
fis-3050	249	40	in	in	ADP
fis-3050	249	41	order	order	NOUN
fis-3050	249	42	to	to	PART
fis-3050	249	43	implement	implement	VERB
fis-3050	249	44	appropriate	appropriate	ADJ
fis-3050	249	45	maintenance	maintenance	NOUN
fis-3050	249	46	actions	action	NOUN
fis-3050	249	47	and	and	CCONJ
fis-3050	249	48	thus	thus	ADV
fis-3050	249	49	avoid	avoid	VERB
fis-3050	249	50	the	the	DET
fis-3050	249	51	failure	failure	NOUN
fis-3050	249	52	of	of	ADP
fis-3050	249	53	the	the	DET
fis-3050	249	54	structure	structure	NOUN
fis-3050	249	55	.	.	PUNCT
fis-3050	250	1			VERB
fis-3050	250	2	a	a	DET
fis-3050	250	3	key	key	ADJ
fis-3050	250	4	element	element	NOUN
fis-3050	250	5	of	of	ADP
fis-3050	250	6	this	this	DET
fis-3050	250	7	method	method	NOUN
fis-3050	250	8	is	be	AUX
fis-3050	250	9	the	the	DET
fis-3050	250	10	wavelet	wavelet	NOUN
fis-3050	250	11	-	-	PUNCT
fis-3050	250	12	based	base	VERB
fis-3050	250	13	multi	multi	ADJ
fis-3050	250	14	-	-	ADJ
fis-3050	250	15	resolution	resolution	ADJ
fis-3050	250	16	analysis	analysis	NOUN
fis-3050	250	17	(	(	PUNCT
fis-3050	250	18	mra	mra	NOUN
fis-3050	250	19	)	)	PUNCT
fis-3050	250	20	of	of	ADP
fis-3050	250	21	the	the	DET
fis-3050	250	22	ultrasonic	ultrasonic	ADJ
fis-3050	250	23	signal	signal	NOUN
fis-3050	250	24	received	receive	VERB
fis-3050	250	25	from	from	ADP
fis-3050	250	26	a	a	DET
fis-3050	250	27	sample	sample	NOUN
fis-3050	250	28	or	or	CCONJ
fis-3050	250	29	a	a	DET
fis-3050	250	30	concrete	concrete	ADJ
fis-3050	250	31	specimen	speciman	NOUN
fis-3050	250	32	subjected	subject	VERB
fis-3050	250	33	to	to	ADP
fis-3050	250	34	several	several	ADJ
fis-3050	250	35	types	type	NOUN
fis-3050	250	36	of	of	ADP
fis-3050	250	37	solicitation	solicitation	NOUN
fis-3050	250	38	.	.	PUNCT
fis-3050	251	1	the	the	DET
fis-3050	251	2	received	receive	VERB
fis-3050	251	3	ultrasonic	ultrasonic	ADJ
fis-3050	251	4	signal	signal	NOUN
fis-3050	251	5	is	be	AUX
fis-3050	251	6	analyzed	analyze	VERB
fis-3050	251	7	at	at	ADP
fis-3050	251	8	each	each	DET
fis-3050	251	9	resolution	resolution	NOUN
fis-3050	251	10	(	(	PUNCT
fis-3050	251	11	or	or	CCONJ
fis-3050	251	12	scale	scale	NOUN
fis-3050	251	13	)	)	PUNCT
fis-3050	251	14	by	by	ADP
fis-3050	251	15	wavelet	wavelet	NOUN
fis-3050	251	16	transformation	transformation	NOUN
fis-3050	251	17	.	.	PUNCT
fis-3050	252	1			VERB
fis-3050	252	2	the	the	DET
fis-3050	252	3	resulting	result	VERB
fis-3050	252	4	image	image	NOUN
fis-3050	252	5	is	be	AUX
fis-3050	252	6	squared	square	VERB
fis-3050	252	7	to	to	PART
fis-3050	252	8	serve	serve	VERB
fis-3050	252	9	as	as	ADP
fis-3050	252	10	input	input	NOUN
fis-3050	252	11	to	to	ADP
fis-3050	252	12	an	an	DET
fis-3050	252	13	automatic	automatic	ADJ
fis-3050	252	14	crack	crack	NOUN
fis-3050	252	15	type	type	NOUN
fis-3050	252	16	identification	identification	NOUN
fis-3050	252	17	system	system	NOUN
fis-3050	252	18	based	base	VERB
fis-3050	252	19	on	on	ADP
fis-3050	252	20	deep	deep	ADJ
fis-3050	252	21	learning	learning	NOUN
fis-3050	252	22	by	by	ADP
fis-3050	252	23	convolutional	convolutional	ADJ
fis-3050	252	24	neural	neural	ADJ
fis-3050	252	25	networks	network	NOUN
fis-3050	252	26	(	(	PUNCT
fis-3050	252	27	cnns	cnns	PROPN
fis-3050	252	28	)	)	PUNCT
fis-3050	252	29	.	.	PUNCT
fis-3050	253	1	two	two	NUM
fis-3050	253	2	architectures	architecture	NOUN
fis-3050	253	3	,	,	PUNCT
fis-3050	253	4	chosen	choose	VERB
fis-3050	253	5	both	both	PRON
fis-3050	253	6	for	for	ADP
fis-3050	253	7	their	their	PRON
fis-3050	253	8	ease	ease	NOUN
fis-3050	253	9	of	of	ADP
fis-3050	253	10	implementation	implementation	NOUN
fis-3050	253	11	in	in	ADP
fis-3050	253	12	open	open	ADJ
fis-3050	253	13	-	-	PUNCT
fis-3050	253	14	source	source	NOUN
fis-3050	253	15	platforms	platform	NOUN
fis-3050	253	16	and	and	CCONJ
fis-3050	253	17	libraries	library	NOUN
fis-3050	253	18	dedicated	dedicate	VERB
fis-3050	253	19	to	to	ADP
fis-3050	253	20	machine	machine	NOUN
fis-3050	253	21	learning	learning	NOUN
fis-3050	253	22	and	and	CCONJ
fis-3050	253	23	to	to	PART
fis-3050	253	24	limit	limit	VERB
fis-3050	253	25	the	the	DET
fis-3050	253	26	computational	computational	ADJ
fis-3050	253	27	load	load	NOUN
fis-3050	253	28	,	,	PUNCT
fis-3050	253	29	were	be	AUX
fis-3050	253	30	tested	test	VERB
fis-3050	253	31	.	.	PUNCT
fis-3050	254	1	the	the	DET
fis-3050	254	2	purpose	purpose	NOUN
fis-3050	254	3	was	be	AUX
fis-3050	254	4	not	not	PART
fis-3050	254	5	to	to	PART
fis-3050	254	6	optimize	optimize	VERB
fis-3050	254	7	cnn	cnn	PROPN
fis-3050	254	8	architectures	architecture	NOUN
fis-3050	254	9	.	.	PUNCT
fis-3050	255	1	if	if	SCONJ
fis-3050	255	2	this	this	PRON
fis-3050	255	3	were	be	AUX
fis-3050	255	4	the	the	DET
fis-3050	255	5	case	case	NOUN
fis-3050	255	6	,	,	PUNCT
fis-3050	255	7	then	then	ADV
fis-3050	255	8	we	we	PRON
fis-3050	255	9	would	would	AUX
fis-3050	255	10	have	have	AUX
fis-3050	255	11	chosen	choose	VERB
fis-3050	255	12	modular	modular	ADJ
fis-3050	255	13	structures	structure	NOUN
fis-3050	255	14	(	(	PUNCT
fis-3050	255	15	e.g.	e.g.	ADV
fis-3050	255	16	resnext	resnext	ADJ
fis-3050	255	17	,	,	PUNCT
fis-3050	255	18	xception	xception	PROPN
fis-3050	255	19	,	,	PUNCT
fis-3050	255	20	channel	channel	PROPN
fis-3050	255	21	boosted	boost	VERB
fis-3050	255	22	cnn	cnn	PROPN
fis-3050	255	23	,	,	PUNCT
fis-3050	255	24	etc	etc	X
fis-3050	255	25	.	.	X
fis-3050	255	26	)	)	PUNCT
fis-3050	256	1	based	base	VERB
fis-3050	256	2	on	on	ADP
fis-3050	256	3	auxiliary	auxiliary	ADJ
fis-3050	256	4	learners	learner	NOUN
fis-3050	256	5	that	that	PRON
fis-3050	256	6	utilize	utilize	VERB
fis-3050	256	7	either	either	CCONJ
fis-3050	256	8	spatial	spatial	ADJ
fis-3050	256	9	or	or	CCONJ
fis-3050	256	10	feature	feature	NOUN
fis-3050	256	11	map	map	NOUN
fis-3050	256	12	information	information	NOUN
fis-3050	256	13	or	or	CCONJ
fis-3050	256	14	input	input	NOUN
fis-3050	256	15	channels	channel	NOUN
fis-3050	256	16	to	to	PART
fis-3050	256	17	improve	improve	VERB
fis-3050	256	18	classification	classification	NOUN
fis-3050	256	19	performance	performance	NOUN
fis-3050	256	20	.	.	PUNCT
fis-3050	257	1	the	the	DET
fis-3050	257	2	objective	objective	NOUN
fis-3050	257	3	was	be	AUX
fis-3050	257	4	to	to	PART
fis-3050	257	5	rather	rather	ADV
fis-3050	257	6	show	show	VERB
fis-3050	257	7	that	that	SCONJ
fis-3050	257	8	with	with	ADP
fis-3050	257	9	a	a	DET
fis-3050	257	10	multiresolution	multiresolution	NOUN
fis-3050	257	11	analysis	analysis	NOUN
fis-3050	257	12	based	base	VERB
fis-3050	257	13	on	on	ADP
fis-3050	257	14	wavelets	wavelet	NOUN
fis-3050	257	15	,	,	PUNCT
fis-3050	257	16	it	it	PRON
fis-3050	257	17	is	be	AUX
fis-3050	257	18	possible	possible	ADJ
fis-3050	257	19	to	to	PART
fis-3050	257	20	detect	detect	VERB
fis-3050	257	21	crack	crack	NOUN
fis-3050	257	22	initiations	initiation	NOUN
fis-3050	257	23	in	in	ADP
fis-3050	257	24	concrete	concrete	NOUN
fis-3050	257	25	and	and	CCONJ
fis-3050	257	26	that	that	SCONJ
fis-3050	257	27	the	the	DET
fis-3050	257	28	accuracy	accuracy	NOUN
fis-3050	257	29	of	of	ADP
fis-3050	257	30	this	this	DET
fis-3050	257	31	detection	detection	NOUN
fis-3050	257	32	is	be	AUX
fis-3050	257	33	independent	independent	ADJ
fis-3050	257	34	of	of	ADP
fis-3050	257	35	the	the	DET
fis-3050	257	36	chosen	choose	VERB
fis-3050	257	37	cnn	cnn	PROPN
fis-3050	257	38	architecture	architecture	NOUN
fis-3050	257	39	.	.	PUNCT
fis-3050	258	1	after	after	ADP
fis-3050	258	2	aging	age	VERB
fis-3050	258	3	concrete	concrete	ADJ
fis-3050	258	4	specimens	specimen	NOUN
fis-3050	258	5	in	in	ADP
fis-3050	258	6	compression	compression	NOUN
fis-3050	258	7	tests	test	NOUN
fis-3050	258	8	,	,	PUNCT
fis-3050	258	9	we	we	PRON
fis-3050	258	10	built	build	VERB
fis-3050	258	11	a	a	DET
fis-3050	258	12	database	database	NOUN
fis-3050	258	13	containing	contain	VERB
fis-3050	258	14	nearly	nearly	ADV
fis-3050	258	15	5,000	5,000	NUM
fis-3050	258	16	b	b	X
fis-3050	258	17	-	-	PUNCT
fis-3050	258	18	scan	scan	ADJ
fis-3050	258	19	mappings	mapping	NOUN
fis-3050	258	20	from	from	ADP
fis-3050	258	21	wavelet	wavelet	NOUN
fis-3050	258	22	-	-	PUNCT
fis-3050	258	23	based	base	VERB
fis-3050	258	24	mra	mra	NOUN
fis-3050	258	25	of	of	ADP
fis-3050	258	26	specimens	specimen	NOUN
fis-3050	258	27	with	with	ADP
fis-3050	258	28	and	and	CCONJ
fis-3050	258	29	without	without	ADP
fis-3050	258	30	crack	crack	NOUN
fis-3050	258	31	initiation	initiation	NOUN
fis-3050	258	32	and	and	CCONJ
fis-3050	258	33	propagation	propagation	NOUN
fis-3050	258	34	.	.	PUNCT
fis-3050	259	1	regardless	regardless	ADV
fis-3050	259	2	of	of	ADP
fis-3050	259	3	the	the	DET
fis-3050	259	4	two	two	NUM
fis-3050	259	5	architectures	architecture	NOUN
fis-3050	259	6	implemented	implement	VERB
fis-3050	259	7	,	,	PUNCT
fis-3050	259	8	the	the	DET
fis-3050	259	9	results	result	NOUN
fis-3050	259	10	show	show	VERB
fis-3050	259	11	that	that	SCONJ
fis-3050	259	12	the	the	DET
fis-3050	259	13	accuracy	accuracy	NOUN
fis-3050	259	14	is	be	AUX
fis-3050	259	15	greater	great	ADJ
fis-3050	259	16	than	than	ADP
fis-3050	259	17	98	98	NUM
fis-3050	259	18	%	%	NOUN
fis-3050	259	19	.	.	PUNCT
fis-3050	260	1	the	the	DET
fis-3050	260	2	loss	loss	NOUN
fis-3050	260	3	function	function	NOUN
fis-3050	260	4	reaches	reach	VERB
fis-3050	260	5	values	value	NOUN
fis-3050	260	6	less	less	ADJ
fis-3050	260	7	than	than	ADP
fis-3050	260	8	0.1	0.1	NUM
fis-3050	260	9	,	,	PUNCT
fis-3050	260	10	which	which	PRON
fis-3050	260	11	t	t	PROPN
fis-3050	260	12	a.	a.	PROPN
fis-3050	260	13	arbaoui	arbaoui	PROPN
fis-3050	260	14	et	et	PROPN
fis-3050	260	15	alii	alii	PROPN
fis-3050	260	16	,	,	PUNCT
fis-3050	260	17	frattura	frattura	PROPN
fis-3050	260	18	ed	ed	PROPN
fis-3050	260	19	integrità	integrità	PROPN
fis-3050	260	20	strutturale	strutturale	PROPN
fis-3050	260	21	,	,	PUNCT
fis-3050	260	22	58	58	NUM
fis-3050	260	23	(	(	PUNCT
fis-3050	260	24	2021	2021	NUM
fis-3050	260	25	)	)	PUNCT
fis-3050	260	26	33	33	NUM
fis-3050	260	27	-	-	SYM
fis-3050	260	28	47	47	NUM
fis-3050	260	29	;	;	PUNCT
fis-3050	260	30	doi	doi	NOUN
fis-3050	260	31	:	:	PUNCT
fis-3050	260	32	10.3221	10.3221	NUM
fis-3050	260	33	/	/	SYM
fis-3050	260	34	igf	igf	PROPN
fis-3050	260	35	-	-	ADJ
fis-3050	260	36	esis.58.03	esis.58.03	ADJ
fis-3050	260	37	45	45	NUM
fis-3050	260	38	means	mean	VERB
fis-3050	260	39	that	that	SCONJ
fis-3050	260	40	both	both	DET
fis-3050	260	41	models	model	NOUN
fis-3050	260	42	are	be	AUX
fis-3050	260	43	finely	finely	ADV
fis-3050	260	44	tuned	tune	VERB
fis-3050	260	45	.	.	PUNCT
fis-3050	261	1	all	all	DET
fis-3050	261	2	these	these	DET
fis-3050	261	3	results	result	NOUN
fis-3050	261	4	prove	prove	VERB
fis-3050	261	5	the	the	DET
fis-3050	261	6	relevance	relevance	NOUN
fis-3050	261	7	and	and	CCONJ
fis-3050	261	8	efficiency	efficiency	NOUN
fis-3050	261	9	of	of	ADP
fis-3050	261	10	the	the	DET
fis-3050	261	11	approach	approach	NOUN
fis-3050	261	12	described	describe	VERB
fis-3050	261	13	in	in	ADP
fis-3050	261	14	this	this	DET
fis-3050	261	15	paper	paper	NOUN
fis-3050	261	16	.	.	PUNCT
fis-3050	262	1	it	it	PRON
fis-3050	262	2	would	would	AUX
fis-3050	262	3	be	be	AUX
fis-3050	262	4	interesting	interesting	ADJ
fis-3050	262	5	if	if	SCONJ
fis-3050	262	6	the	the	DET
fis-3050	262	7	non	non	ADJ
fis-3050	262	8	-	-	ADJ
fis-3050	262	9	destructive	destructive	ADJ
fis-3050	262	10	methodology	methodology	NOUN
fis-3050	262	11	proposed	propose	VERB
fis-3050	262	12	in	in	ADP
fis-3050	262	13	this	this	DET
fis-3050	262	14	paper	paper	NOUN
fis-3050	262	15	could	could	AUX
fis-3050	262	16	be	be	AUX
fis-3050	262	17	implemented	implement	VERB
fis-3050	262	18	on	on	ADP
fis-3050	262	19	all	all	PRON
fis-3050	262	20	or	or	CCONJ
fis-3050	262	21	part	part	NOUN
fis-3050	262	22	of	of	ADP
fis-3050	262	23	civil	civil	ADJ
fis-3050	262	24	engineering	engineering	NOUN
fis-3050	262	25	structures	structure	NOUN
fis-3050	262	26	,	,	PUNCT
fis-3050	262	27	such	such	ADJ
fis-3050	262	28	as	as	ADP
fis-3050	262	29	suspension	suspension	NOUN
fis-3050	262	30	bridges	bridge	NOUN
fis-3050	262	31	,	,	PUNCT
fis-3050	262	32	reinforced	reinforce	VERB
fis-3050	262	33	concrete	concrete	ADJ
fis-3050	262	34	bridges	bridge	NOUN
fis-3050	262	35	with	with	ADP
fis-3050	262	36	central	central	ADJ
fis-3050	262	37	cantilever	cantilever	NOUN
fis-3050	262	38	spans	span	NOUN
fis-3050	262	39	or	or	CCONJ
fis-3050	262	40	masonry	masonry	NOUN
fis-3050	262	41	railway	railway	NOUN
fis-3050	262	42	viaducts	viaduct	NOUN
fis-3050	262	43	,	,	PUNCT
fis-3050	262	44	that	that	PRON
fis-3050	262	45	require	require	VERB
fis-3050	262	46	permanent	permanent	ADJ
fis-3050	262	47	remote	remote	ADJ
fis-3050	262	48	monitoring	monitoring	NOUN
fis-3050	262	49	in	in	ADP
fis-3050	262	50	order	order	NOUN
fis-3050	262	51	to	to	PART
fis-3050	262	52	prevent	prevent	VERB
fis-3050	262	53	the	the	DET
fis-3050	262	54	occurrence	occurrence	NOUN
fis-3050	262	55	of	of	ADP
fis-3050	262	56	failures	failure	NOUN
fis-3050	262	57	that	that	PRON
fis-3050	262	58	would	would	AUX
fis-3050	262	59	jeopardize	jeopardize	VERB
fis-3050	262	60	the	the	DET
fis-3050	262	61	safety	safety	NOUN
fis-3050	262	62	and	and	CCONJ
fis-3050	262	63	performance	performance	NOUN
fis-3050	262	64	of	of	ADP
fis-3050	262	65	the	the	DET
fis-3050	262	66	structure	structure	NOUN
fis-3050	262	67	itself	itself	PRON
fis-3050	262	68	.	.	PUNCT
fis-3050	263	1	remote	remote	ADJ
fis-3050	263	2	monitoring	monitoring	NOUN
fis-3050	263	3	should	should	AUX
fis-3050	263	4	not	not	PART
fis-3050	263	5	in	in	ADP
fis-3050	263	6	any	any	DET
fis-3050	263	7	case	case	NOUN
fis-3050	263	8	replace	replace	VERB
fis-3050	263	9	visual	visual	ADJ
fis-3050	263	10	or	or	CCONJ
fis-3050	263	11	optical	optical	ADJ
fis-3050	263	12	surveillance	surveillance	NOUN
fis-3050	263	13	of	of	ADP
fis-3050	263	14	structures	structure	NOUN
fis-3050	263	15	,	,	PUNCT
fis-3050	263	16	which	which	PRON
fis-3050	263	17	remains	remain	VERB
fis-3050	263	18	the	the	DET
fis-3050	263	19	basis	basis	NOUN
fis-3050	263	20	of	of	ADP
fis-3050	263	21	monitoring	monitoring	NOUN
fis-3050	263	22	.	.	PUNCT
fis-3050	264	1	however	however	ADV
fis-3050	264	2	,	,	PUNCT
fis-3050	264	3	deep	deep	ADJ
fis-3050	264	4	learning	learning	NOUN
fis-3050	264	5	algorithms	algorithm	NOUN
fis-3050	264	6	are	be	AUX
fis-3050	264	7	of	of	ADP
fis-3050	264	8	undisputable	undisputable	ADJ
fis-3050	264	9	relevance	relevance	NOUN
fis-3050	264	10	for	for	ADP
fis-3050	264	11	remote	remote	ADJ
fis-3050	264	12	monitoring	monitoring	NOUN
fis-3050	264	13	,	,	PUNCT
fis-3050	264	14	especially	especially	ADV
fis-3050	264	15	when	when	SCONJ
fis-3050	264	16	many	many	ADJ
fis-3050	264	17	images	image	NOUN
fis-3050	264	18	or	or	CCONJ
fis-3050	264	19	videos	video	NOUN
fis-3050	264	20	showcasing	showcase	VERB
fis-3050	264	21	structures	structure	NOUN
fis-3050	264	22	’	'	PUNCT
fis-3050	264	23	state	state	NOUN
fis-3050	264	24	of	of	ADP
fis-3050	264	25	health	health	NOUN
fis-3050	264	26	are	be	AUX
fis-3050	264	27	captured	capture	VERB
fis-3050	264	28	,	,	PUNCT
fis-3050	264	29	because	because	SCONJ
fis-3050	264	30	any	any	DET
fis-3050	264	31	cracks	crack	NOUN
fis-3050	264	32	can	can	AUX
fis-3050	264	33	in	in	ADP
fis-3050	264	34	this	this	DET
fis-3050	264	35	case	case	NOUN
fis-3050	264	36	be	be	AUX
fis-3050	264	37	detected	detect	VERB
fis-3050	264	38	very	very	ADV
fis-3050	264	39	quickly	quickly	ADV
fis-3050	264	40	and	and	CCONJ
fis-3050	264	41	automatically	automatically	ADV
fis-3050	264	42	.	.	PUNCT
fis-3050	265	1	references	reference	NOUN
fis-3050	265	2	[	[	X
fis-3050	265	3	1	1	NUM
fis-3050	265	4	]	]	X
fis-3050	265	5	mani	mani	NOUN
fis-3050	265	6	,	,	PUNCT
fis-3050	265	7	m.	m.	NOUN
fis-3050	265	8	,	,	PUNCT
fis-3050	265	9	bouali	bouali	VERB
fis-3050	265	10	,	,	PUNCT
fis-3050	265	11	m.	m.	PROPN
fis-3050	265	12	f.	f.	PROPN
fis-3050	265	13	,	,	PUNCT
fis-3050	265	14	kriker	kriker	PROPN
fis-3050	265	15	,	,	PUNCT
fis-3050	265	16	a.	a.	PROPN
fis-3050	265	17	and	and	CCONJ
fis-3050	265	18	hima	hima	PROPN
fis-3050	265	19	a.	a.	PROPN
fis-3050	265	20	(	(	PUNCT
fis-3050	265	21	2021	2021	NUM
fis-3050	265	22	)	)	PUNCT
fis-3050	265	23	.	.	PUNCT
fis-3050	266	1	experimental	experimental	ADJ
fis-3050	266	2	characterization	characterization	NOUN
fis-3050	266	3	of	of	ADP
fis-3050	266	4	a	a	DET
fis-3050	266	5	new	new	ADJ
fis-3050	266	6	sustainable	sustainable	ADJ
fis-3050	266	7	sand	sand	NOUN
fis-3050	266	8	concrete	concrete	NOUN
fis-3050	266	9	in	in	ADP
fis-3050	266	10	an	an	DET
fis-3050	266	11	aggressive	aggressive	ADJ
fis-3050	266	12	environment	environment	NOUN
fis-3050	266	13	,	,	PUNCT
fis-3050	266	14	frattura	frattura	PROPN
fis-3050	266	15	ed	ed	PROPN
fis-3050	266	16	integrità	integrità	PROPN
fis-3050	266	17	strutturale	strutturale	PROPN
fis-3050	266	18	,	,	PUNCT
fis-3050	266	19	55	55	NUM
fis-3050	266	20	,	,	PUNCT
fis-3050	266	21	pp	pp	ADJ
fis-3050	266	22	.	.	PUNCT
fis-3050	267	1	231–251	231–251	NUM
fis-3050	267	2	.	.	PUNCT
fis-3050	268	1	doi	doi	NOUN
fis-3050	268	2	:	:	PUNCT
fis-3050	268	3	10.3221	10.3221	NUM
fis-3050	268	4	/	/	SYM
fis-3050	268	5	igf	igf	NOUN
fis-3050	268	6	-	-	NOUN
fis-3050	268	7	esis.55.0	esis.55.0	NOUN
fis-3050	268	8	.	.	PUNCT
fis-3050	269	1	[	[	X
fis-3050	269	2	2	2	NUM
fis-3050	269	3	]	]	X
fis-3050	269	4	vasco	vasco	PROPN
fis-3050	269	5	,	,	PUNCT
fis-3050	269	6	m.	m.	NOUN
fis-3050	269	7	c.	c.	PROPN
fis-3050	269	8	,	,	PUNCT
fis-3050	269	9	polydoropoulou	polydoropoulou	ADV
fis-3050	269	10	,	,	PUNCT
fis-3050	269	11	p.	p.	NOUN
fis-3050	269	12	,	,	PUNCT
fis-3050	269	13	chamos	chamos	PROPN
fis-3050	269	14	,	,	PUNCT
fis-3050	269	15	a.	a.	NOUN
fis-3050	269	16	n.	n.	PROPN
fis-3050	269	17	and	and	CCONJ
fis-3050	269	18	pantelakis	pantelaki	VERB
fis-3050	269	19	s.	s.	PROPN
fis-3050	269	20	g.	g.	PROPN
fis-3050	269	21	(	(	PUNCT
fis-3050	269	22	2017	2017	NUM
fis-3050	269	23	)	)	PUNCT
fis-3050	269	24	.	.	PUNCT
fis-3050	270	1	experimental	experimental	ADJ
fis-3050	270	2	characterization	characterization	NOUN
fis-3050	270	3	of	of	ADP
fis-3050	270	4	a	a	DET
fis-3050	270	5	new	new	ADJ
fis-3050	270	6	sustainable	sustainable	ADJ
fis-3050	270	7	sand	sand	NOUN
fis-3050	270	8	concrete	concrete	NOUN
fis-3050	270	9	in	in	ADP
fis-3050	270	10	an	an	DET
fis-3050	270	11	aggressive	aggressive	ADJ
fis-3050	270	12	environment	environment	NOUN
fis-3050	270	13	,	,	PUNCT
fis-3050	270	14	frattura	frattura	PROPN
fis-3050	270	15	ed	ed	PROPN
fis-3050	270	16	integrità	integrità	PROPN
fis-3050	270	17	strutturale	strutturale	PROPN
fis-3050	270	18	,	,	PUNCT
fis-3050	270	19	42	42	NUM
fis-3050	270	20	,	,	PUNCT
fis-3050	270	21	pp	pp	ADJ
fis-3050	270	22	.	.	PUNCT
fis-3050	271	1	9–22	9–22	PROPN
fis-3050	271	2	.	.	PUNCT
fis-3050	272	1	doi	doi	NOUN
fis-3050	272	2	:	:	PUNCT
fis-3050	272	3	10.3221	10.3221	NUM
fis-3050	272	4	/	/	SYM
fis-3050	272	5	igf	igf	PROPN
fis-3050	272	6	-	-	PROPN
fis-3050	272	7	esis.42.02	esis.42.02	PROPN
fis-3050	272	8	.	.	PUNCT
fis-3050	273	1	[	[	X
fis-3050	273	2	3	3	X
fis-3050	273	3	]	]	PUNCT
fis-3050	273	4	bhaskar	bhaskar	NOUN
fis-3050	273	5	,	,	PUNCT
fis-3050	273	6	s.	s.	PROPN
fis-3050	273	7	,	,	PUNCT
fis-3050	273	8	gettu	gettu	ADJ
fis-3050	273	9	,	,	PUNCT
fis-3050	273	10	r.	r.	PROPN
fis-3050	273	11	,	,	PUNCT
fis-3050	273	12	bharatkumar	bharatkumar	PROPN
fis-3050	273	13	,	,	PUNCT
fis-3050	273	14	b.	b.	PROPN
fis-3050	273	15	h.	h.	PROPN
fis-3050	273	16	and	and	CCONJ
fis-3050	273	17	neelamegam	neelamegam	PROPN
fis-3050	273	18	m.	m.	NOUN
fis-3050	273	19	(	(	PUNCT
fis-3050	273	20	2011	2011	NUM
fis-3050	273	21	)	)	PUNCT
fis-3050	273	22	.	.	PUNCT
fis-3050	274	1	studies	study	NOUN
fis-3050	274	2	on	on	ADP
fis-3050	274	3	chloride	chloride	NOUN
fis-3050	274	4	induced	induce	VERB
fis-3050	274	5	corrosion	corrosion	NOUN
fis-3050	274	6	of	of	ADP
fis-3050	274	7	reinforcement	reinforcement	NOUN
fis-3050	274	8	steel	steel	NOUN
fis-3050	274	9	in	in	ADP
fis-3050	274	10	cracked	crack	VERB
fis-3050	274	11	concrete	concrete	NOUN
fis-3050	274	12	,	,	PUNCT
fis-3050	274	13	sdhm	sdhm	X
fis-3050	274	14	structural	structural	ADJ
fis-3050	274	15	durability	durability	NOUN
fis-3050	274	16	and	and	CCONJ
fis-3050	274	17	health	health	NOUN
fis-3050	274	18	monitoring	monitoring	NOUN
fis-3050	274	19	,	,	PUNCT
fis-3050	274	20	7(4	7(4	NUM
fis-3050	274	21	)	)	PUNCT
fis-3050	274	22	,	,	PUNCT
fis-3050	274	23	pp	pp	ADP
fis-3050	274	24	.	.	PUNCT
fis-3050	275	1	231–251	231–251	NUM
fis-3050	275	2	.	.	PUNCT
fis-3050	276	1	doi	doi	NOUN
fis-3050	276	2	:	:	PUNCT
fis-3050	276	3	10.3970	10.3970	NUM
fis-3050	276	4	/	/	SYM
fis-3050	276	5	sdhm.2011.007.231	sdhm.2011.007.231	NOUN
fis-3050	276	6	.	.	PUNCT
fis-3050	277	1	[	[	X
fis-3050	277	2	4	4	NUM
fis-3050	277	3	]	]	X
fis-3050	277	4	golewski	golewski	NOUN
fis-3050	277	5	,	,	PUNCT
fis-3050	277	6	g.	g.	PROPN
fis-3050	277	7	l.	l.	PROPN
fis-3050	277	8	(	(	PUNCT
fis-3050	277	9	2019	2019	NUM
fis-3050	277	10	)	)	PUNCT
fis-3050	277	11	.	.	PUNCT
fis-3050	278	1	new	new	ADJ
fis-3050	278	2	principles	principle	NOUN
fis-3050	278	3	for	for	ADP
fis-3050	278	4	implementation	implementation	NOUN
fis-3050	278	5	and	and	CCONJ
fis-3050	278	6	operation	operation	NOUN
fis-3050	278	7	of	of	ADP
fis-3050	278	8	foundations	foundation	NOUN
fis-3050	278	9	for	for	ADP
fis-3050	278	10	machines	machine	NOUN
fis-3050	278	11	:	:	PUNCT
fis-3050	278	12	a	a	DET
fis-3050	278	13	review	review	NOUN
fis-3050	278	14	of	of	ADP
fis-3050	278	15	recent	recent	ADJ
fis-3050	278	16	advances	advance	NOUN
fis-3050	278	17	.	.	PUNCT
fis-3050	279	1	structural	structural	ADJ
fis-3050	279	2	engineering	engineering	NOUN
fis-3050	279	3	and	and	CCONJ
fis-3050	279	4	mechanics	mechanic	NOUN
fis-3050	279	5	,	,	PUNCT
fis-3050	279	6	71(3	71(3	NUM
fis-3050	279	7	)	)	PUNCT
fis-3050	279	8	,	,	PUNCT
fis-3050	279	9	317–327	317–327	NUM
fis-3050	279	10	.	.	PUNCT
fis-3050	280	1	doi	doi	NOUN
fis-3050	280	2	:	:	PUNCT
fis-3050	280	3	10.12989	10.12989	NUM
fis-3050	280	4	/	/	SYM
fis-3050	280	5	sem.2019.71.3.317	sem.2019.71.3.317	ADJ
fis-3050	280	6	.	.	PUNCT
fis-3050	281	1	[	[	X
fis-3050	281	2	5	5	NUM
fis-3050	281	3	]	]	X
fis-3050	281	4	wang	wang	PROPN
fis-3050	281	5	,	,	PUNCT
fis-3050	281	6	d.	d.	PROPN
fis-3050	281	7	,	,	PUNCT
fis-3050	281	8	dong	dong	PROPN
fis-3050	281	9	,	,	PUNCT
fis-3050	281	10	y.	y.	PROPN
fis-3050	281	11	,	,	PUNCT
fis-3050	281	12	zhang	zhang	PROPN
fis-3050	281	13	,	,	PUNCT
fis-3050	281	14	d.	d.	PROPN
fis-3050	281	15	,	,	PUNCT
fis-3050	281	16	wang	wang	PROPN
fis-3050	281	17	,	,	PUNCT
fis-3050	281	18	w.	w.	PROPN
fis-3050	281	19	and	and	CCONJ
fis-3050	281	20	lu	lu	PROPN
fis-3050	281	21	x.	x.	NOUN
fis-3050	281	22	(	(	PUNCT
fis-3050	281	23	2020	2020	NUM
fis-3050	281	24	)	)	PUNCT
fis-3050	281	25	.	.	PUNCT
fis-3050	282	1	monitoring	monitoring	NOUN
fis-3050	282	2	and	and	CCONJ
fis-3050	282	3	analysis	analysis	NOUN
fis-3050	282	4	of	of	ADP
fis-3050	282	5	reinforced	reinforce	VERB
fis-3050	282	6	concrete	concrete	ADJ
fis-3050	282	7	plate	plate	NOUN
fis-3050	282	8	-	-	PUNCT
fis-3050	282	9	column	column	NOUN
fis-3050	282	10	structures	structure	NOUN
fis-3050	282	11	under	under	ADP
fis-3050	282	12	room	room	NOUN
fis-3050	282	13	temperature	temperature	NOUN
fis-3050	282	14	and	and	CCONJ
fis-3050	282	15	fire	fire	NOUN
fis-3050	282	16	based	base	VERB
fis-3050	282	17	on	on	ADP
fis-3050	282	18	acoustic	acoustic	ADJ
fis-3050	282	19	emission	emission	NOUN
fis-3050	282	20	,	,	PUNCT
fis-3050	282	21	frattura	frattura	PROPN
fis-3050	282	22	ed	ed	PROPN
fis-3050	282	23	integrità	integrità	PROPN
fis-3050	282	24	strutturale	strutturale	PROPN
fis-3050	282	25	,	,	PUNCT
fis-3050	282	26	53	53	NUM
fis-3050	282	27	,	,	PUNCT
fis-3050	282	28	pp	pp	ADJ
fis-3050	282	29	.	.	PUNCT
fis-3050	283	1	9–22	9–22	PROPN
fis-3050	283	2	.	.	PUNCT
fis-3050	284	1	doi	doi	NOUN
fis-3050	284	2	:	:	PUNCT
fis-3050	284	3	10.3221	10.3221	NUM
fis-3050	284	4	/	/	SYM
fis-3050	284	5	igf	igf	PROPN
fis-3050	284	6	-	-	PROPN
fis-3050	284	7	esis.53.20	esis.53.20	PROPN
fis-3050	284	8	.	.	PUNCT
fis-3050	285	1	[	[	X
fis-3050	285	2	6	6	NUM
fis-3050	285	3	]	]	X
fis-3050	285	4	golewski	golewski	NOUN
fis-3050	285	5	,	,	PUNCT
fis-3050	285	6	g.	g.	PROPN
fis-3050	285	7	l.	l.	PROPN
fis-3050	285	8	(	(	PUNCT
fis-3050	285	9	2020	2020	NUM
fis-3050	285	10	)	)	PUNCT
fis-3050	285	11	.	.	PUNCT
fis-3050	286	1	changes	change	NOUN
fis-3050	286	2	in	in	ADP
fis-3050	286	3	the	the	DET
fis-3050	286	4	fracture	fracture	ADJ
fis-3050	286	5	toughness	toughness	NOUN
fis-3050	286	6	under	under	ADP
fis-3050	286	7	mode	mode	PROPN
fis-3050	286	8	ii	ii	NOUN
fis-3050	286	9	loading	loading	NOUN
fis-3050	286	10	of	of	ADP
fis-3050	286	11	low	low	ADJ
fis-3050	286	12	calcium	calcium	NOUN
fis-3050	286	13	fly	fly	NOUN
fis-3050	286	14	ash	ash	NOUN
fis-3050	286	15	(	(	PUNCT
fis-3050	286	16	lcfa	lcfa	NOUN
fis-3050	286	17	)	)	PUNCT
fis-3050	286	18	concrete	concrete	NOUN
fis-3050	286	19	depending	depend	VERB
fis-3050	286	20	on	on	ADP
fis-3050	286	21	ages	age	NOUN
fis-3050	286	22	.	.	PUNCT
fis-3050	287	1	materials	material	NOUN
fis-3050	287	2	,	,	PUNCT
fis-3050	287	3	13	13	NUM
fis-3050	287	4	,	,	PUNCT
fis-3050	287	5	5241	5241	NUM
fis-3050	287	6	.	.	PUNCT
fis-3050	288	1	doi	doi	NOUN
fis-3050	288	2	:	:	PUNCT
fis-3050	288	3	10.3390	10.3390	NUM
fis-3050	288	4	/	/	SYM
fis-3050	288	5	ma13225241	ma13225241	NOUN
fis-3050	288	6	.	.	PUNCT
fis-3050	289	1	[	[	X
fis-3050	289	2	7	7	NUM
fis-3050	289	3	]	]	X
fis-3050	289	4	golewski	golewski	NOUN
fis-3050	289	5	,	,	PUNCT
fis-3050	289	6	g.	g.	PROPN
fis-3050	289	7	l.	l.	PROPN
fis-3050	289	8	;	;	PUNCT
fis-3050	289	9	gil	gil	PROPN
fis-3050	289	10	,	,	PUNCT
fis-3050	289	11	d.	d.	PROPN
fis-3050	289	12	m.	m.	PROPN
fis-3050	289	13	(	(	PUNCT
fis-3050	289	14	2021	2021	NUM
fis-3050	289	15	)	)	PUNCT
fis-3050	289	16	.	.	PUNCT
fis-3050	290	1	studies	study	NOUN
fis-3050	290	2	of	of	ADP
fis-3050	290	3	fracture	fracture	ADJ
fis-3050	290	4	toughness	toughness	NOUN
fis-3050	290	5	in	in	ADP
fis-3050	290	6	concretes	concrete	NOUN
fis-3050	290	7	containing	contain	VERB
fis-3050	290	8	fly	fly	NOUN
fis-3050	290	9	ash	ash	NOUN
fis-3050	290	10	and	and	CCONJ
fis-3050	290	11	silica	silica	NOUN
fis-3050	290	12	fume	fume	NOUN
fis-3050	290	13	in	in	ADP
fis-3050	290	14	the	the	DET
fis-3050	290	15	first	first	ADJ
fis-3050	290	16	28	28	NUM
fis-3050	290	17	days	day	NOUN
fis-3050	290	18	of	of	ADP
fis-3050	290	19	curing	cure	VERB
fis-3050	290	20	.	.	PUNCT
fis-3050	291	1	materials	material	NOUN
fis-3050	291	2	,	,	PUNCT
fis-3050	291	3	14	14	NUM
fis-3050	291	4	,	,	PUNCT
fis-3050	291	5	319	319	NUM
fis-3050	291	6	.	.	PUNCT
fis-3050	292	1	doi	doi	NOUN
fis-3050	292	2	:	:	PUNCT
fis-3050	292	3	10.3390	10.3390	NUM
fis-3050	292	4	/	/	SYM
fis-3050	292	5	ma14020319	ma14020319	NOUN
fis-3050	292	6	.	.	PUNCT
fis-3050	293	1	[	[	X
fis-3050	293	2	8	8	NUM
fis-3050	293	3	]	]	X
fis-3050	293	4	golewski	golewski	NOUN
fis-3050	293	5	,	,	PUNCT
fis-3050	293	6	g.	g.	PROPN
fis-3050	293	7	l.	l.	PROPN
fis-3050	293	8	(	(	PUNCT
fis-3050	293	9	2021	2021	NUM
fis-3050	293	10	)	)	PUNCT
fis-3050	293	11	.	.	PUNCT
fis-3050	294	1	the	the	DET
fis-3050	294	2	beneficial	beneficial	ADJ
fis-3050	294	3	effect	effect	NOUN
fis-3050	294	4	of	of	ADP
fis-3050	294	5	the	the	DET
fis-3050	294	6	addition	addition	NOUN
fis-3050	294	7	of	of	ADP
fis-3050	294	8	fly	fly	NOUN
fis-3050	294	9	ash	ash	NOUN
fis-3050	294	10	on	on	ADP
fis-3050	294	11	reduction	reduction	NOUN
fis-3050	294	12	of	of	ADP
fis-3050	294	13	the	the	DET
fis-3050	294	14	size	size	NOUN
fis-3050	294	15	of	of	ADP
fis-3050	294	16	microcracks	microcrack	NOUN
fis-3050	294	17	in	in	ADP
fis-3050	294	18	the	the	DET
fis-3050	294	19	itz	itz	NOUN
fis-3050	294	20	of	of	ADP
fis-3050	294	21	concrete	concrete	ADJ
fis-3050	294	22	composites	composite	NOUN
fis-3050	294	23	under	under	ADP
fis-3050	294	24	dynamic	dynamic	ADJ
fis-3050	294	25	loading	loading	NOUN
fis-3050	294	26	.	.	PUNCT
fis-3050	295	1	energies	energy	NOUN
fis-3050	295	2	,	,	PUNCT
fis-3050	295	3	14	14	NUM
fis-3050	295	4	,	,	PUNCT
fis-3050	295	5	668	668	NUM
fis-3050	295	6	.	.	X
fis-3050	295	7	doi	doi	NOUN
fis-3050	295	8	:	:	PUNCT
fis-3050	295	9	10.3390	10.3390	NUM
fis-3050	295	10	/	/	SYM
fis-3050	295	11	en14030668	en14030668	NOUN
fis-3050	295	12	.	.	PUNCT
fis-3050	296	1	[	[	X
fis-3050	296	2	9	9	NUM
fis-3050	296	3	]	]	X
fis-3050	296	4	lamonaca	lamonaca	PROPN
fis-3050	296	5	,	,	PUNCT
fis-3050	296	6	f.	f.	PROPN
fis-3050	296	7	,	,	PUNCT
fis-3050	296	8	sciammarella	sciammarella	PROPN
fis-3050	296	9	,	,	PUNCT
fis-3050	296	10	p.	p.	PROPN
fis-3050	296	11	f.	f.	PROPN
fis-3050	296	12	,	,	PUNCT
fis-3050	296	13	scuro	scuro	PROPN
fis-3050	296	14	,	,	PUNCT
fis-3050	296	15	c.	c.	PROPN
fis-3050	296	16	,	,	PUNCT
fis-3050	296	17	carnì	carnì	PROPN
fis-3050	296	18	,	,	PUNCT
fis-3050	296	19	d.	d.	PROPN
fis-3050	296	20	l.	l.	PROPN
fis-3050	296	21	and	and	CCONJ
fis-3050	296	22	olivito	olivito	PROPN
fis-3050	296	23	,	,	PUNCT
fis-3050	296	24	r.	r.	PROPN
fis-3050	296	25	s.	s.	PROPN
fis-3050	296	26	(	(	PUNCT
fis-3050	296	27	2018	2018	NUM
fis-3050	296	28	)	)	PUNCT
fis-3050	296	29	.	.	PUNCT
fis-3050	297	1	internet	internet	NOUN
fis-3050	297	2	of	of	ADP
fis-3050	297	3	things	thing	NOUN
fis-3050	297	4	for	for	ADP
fis-3050	297	5	structural	structural	ADJ
fis-3050	297	6	health	health	NOUN
fis-3050	297	7	monitoring	monitoring	NOUN
fis-3050	297	8	.	.	PUNCT
fis-3050	298	1	2018	2018	NUM
fis-3050	298	2	ieee	ieee	NOUN
fis-3050	298	3	international	international	ADJ
fis-3050	298	4	workshop	workshop	NOUN
fis-3050	298	5	on	on	ADP
fis-3050	298	6	metrology	metrology	NOUN
fis-3050	298	7	for	for	ADP
fis-3050	298	8	industry	industry	NOUN
fis-3050	298	9	4.0	4.0	NUM
fis-3050	298	10	and	and	CCONJ
fis-3050	298	11	iot	iot	NOUN
fis-3050	298	12	,	,	PUNCT
fis-3050	298	13	brescia	brescia	PROPN
fis-3050	298	14	,	,	PUNCT
fis-3050	298	15	italy	italy	PROPN
fis-3050	298	16	,	,	PUNCT
fis-3050	298	17	16–18	16–18	NUM
fis-3050	298	18	april	april	PROPN
fis-3050	298	19	,	,	PUNCT
fis-3050	298	20	pp	pp	ADP
fis-3050	298	21	.	.	PUNCT
fis-3050	299	1	95–100	95–100	NUM
fis-3050	299	2	.	.	PUNCT
fis-3050	300	1	doi	doi	NOUN
fis-3050	300	2	:	:	PUNCT
fis-3050	300	3	10.1109	10.1109	NUM
fis-3050	300	4	/	/	SYM
fis-3050	300	5	metroi4.2018.8439038	metroi4.2018.8439038	PROPN
fis-3050	300	6	.	.	PUNCT
fis-3050	301	1	[	[	X
fis-3050	301	2	10	10	NUM
fis-3050	301	3	]	]	X
fis-3050	301	4	schabowicz	schabowicz	PROPN
fis-3050	301	5	,	,	PUNCT
fis-3050	301	6	k.	k.	PROPN
fis-3050	301	7	(	(	PUNCT
fis-3050	301	8	2019	2019	NUM
fis-3050	301	9	)	)	PUNCT
fis-3050	301	10	.	.	PUNCT
fis-3050	302	1	non	non	ADJ
fis-3050	302	2	-	-	ADJ
fis-3050	302	3	destructive	destructive	ADJ
fis-3050	302	4	testing	testing	NOUN
fis-3050	302	5	of	of	ADP
fis-3050	302	6	materials	material	NOUN
fis-3050	302	7	in	in	ADP
fis-3050	302	8	civil	civil	ADJ
fis-3050	302	9	engineering	engineering	NOUN
fis-3050	302	10	,	,	PUNCT
fis-3050	302	11	materials	material	NOUN
fis-3050	302	12	,	,	PUNCT
fis-3050	302	13	12	12	NUM
fis-3050	302	14	,	,	PUNCT
fis-3050	302	15	3237	3237	NUM
fis-3050	302	16	.	.	PUNCT
fis-3050	303	1	doi	doi	NOUN
fis-3050	303	2	:	:	PUNCT
fis-3050	303	3	10.3390	10.3390	NUM
fis-3050	303	4	/	/	SYM
fis-3050	303	5	ma12193237	ma12193237	ADJ
fis-3050	303	6	.	.	PUNCT
fis-3050	304	1	[	[	X
fis-3050	304	2	11	11	NUM
fis-3050	304	3	]	]	X
fis-3050	304	4	kogbara	kogbara	PROPN
fis-3050	304	5	,	,	PUNCT
fis-3050	304	6	r.	r.	PROPN
fis-3050	304	7	b.	b.	PROPN
fis-3050	304	8	,	,	PUNCT
fis-3050	304	9	iyengar	iyengar	PROPN
fis-3050	304	10	,	,	PUNCT
fis-3050	304	11	s.	s.	PROPN
fis-3050	304	12	r.	r.	PROPN
fis-3050	304	13	,	,	PUNCT
fis-3050	304	14	grasley	grasley	PROPN
fis-3050	304	15	,	,	PUNCT
fis-3050	304	16	z.	z.	PROPN
fis-3050	304	17	c.	c.	PROPN
fis-3050	304	18	,	,	PUNCT
fis-3050	304	19	masad	masad	PROPN
fis-3050	304	20	,	,	PUNCT
fis-3050	304	21	e.	e.	PROPN
fis-3050	304	22	a.	a.	PROPN
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fis-3050	304	25	,	,	PUNCT
fis-3050	304	26	d.	d.	PROPN
fis-3050	304	27	g.	g.	PROPN
fis-3050	304	28	(	(	PUNCT
fis-3050	304	29	2015	2015	NUM
fis-3050	304	30	)	)	PUNCT
fis-3050	304	31	.	.	PUNCT
fis-3050	305	1	non	non	ADJ
fis-3050	305	2	-	-	ADJ
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fis-3050	305	4	evaluation	evaluation	NOUN
fis-3050	305	5	of	of	ADP
fis-3050	305	6	concrete	concrete	ADJ
fis-3050	305	7	mixtures	mixture	NOUN
fis-3050	305	8	for	for	ADP
fis-3050	305	9	direct	direct	ADJ
fis-3050	305	10	lng	lng	PROPN
fis-3050	305	11	containment	containment	NOUN
fis-3050	305	12	,	,	PUNCT
fis-3050	305	13	materials	material	NOUN
fis-3050	305	14	&	&	CCONJ
fis-3050	305	15	design	design	PROPN
fis-3050	305	16	,	,	PUNCT
fis-3050	305	17	82	82	NUM
fis-3050	305	18	,	,	PUNCT
fis-3050	305	19	pp	pp	ADJ
fis-3050	305	20	.	.	PUNCT
fis-3050	306	1	260	260	NUM
fis-3050	306	2	-	-	SYM
fis-3050	306	3	272	272	NUM
fis-3050	306	4	.	.	PUNCT
fis-3050	307	1	doi	doi	NOUN
fis-3050	307	2	:	:	PUNCT
fis-3050	307	3	10.1016	10.1016	NUM
fis-3050	307	4	/	/	SYM
fis-3050	307	5	j.matdes.2015.05.084	j.matdes.2015.05.084	PROPN
fis-3050	307	6	.	.	PUNCT
fis-3050	308	1	[	[	X
fis-3050	308	2	12	12	NUM
fis-3050	308	3	]	]	X
fis-3050	308	4	wiggenhauser	wiggenhauser	NOUN
fis-3050	308	5	,	,	PUNCT
fis-3050	308	6	h.	h.	PROPN
fis-3050	308	7	,	,	PUNCT
fis-3050	308	8	köpp	köpp	PROPN
fis-3050	308	9	,	,	PUNCT
fis-3050	308	10	c.	c.	PROPN
fis-3050	308	11	,	,	PUNCT
fis-3050	308	12	timofeev	timofeev	NOUN
fis-3050	308	13	,	,	PUNCT
fis-3050	308	14	j.	j.	PROPN
fis-3050	308	15	et	et	PROPN
fis-3050	308	16	al	al	PROPN
fis-3050	308	17	.	.	PROPN
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fis-3050	308	19	2018	2018	NUM
fis-3050	308	20	)	)	PUNCT
fis-3050	308	21	.	.	PUNCT
fis-3050	309	1	controlled	control	VERB
fis-3050	309	2	creating	creating	NOUN
fis-3050	309	3	of	of	ADP
fis-3050	309	4	cracks	crack	NOUN
fis-3050	309	5	in	in	ADP
fis-3050	309	6	concrete	concrete	NOUN
fis-3050	309	7	for	for	ADP
fis-3050	309	8	non	non	ADJ
fis-3050	309	9	-	-	ADJ
fis-3050	309	10	destructive	destructive	ADJ
fis-3050	309	11	testing	testing	NOUN
fis-3050	309	12	,	,	PUNCT
fis-3050	309	13	journal	journal	NOUN
fis-3050	309	14	of	of	ADP
fis-3050	309	15	nondestructive	nondestructive	ADJ
fis-3050	309	16	evaluation	evaluation	NOUN
fis-3050	309	17	,	,	PUNCT
fis-3050	309	18	37(67	37(67	NUM
fis-3050	309	19	)	)	PUNCT
fis-3050	309	20	.	.	PUNCT
fis-3050	310	1	doi	doi	NOUN
fis-3050	310	2	:	:	PUNCT
fis-3050	310	3	10.1007	10.1007	NUM
fis-3050	310	4	/	/	SYM
fis-3050	310	5	s10921	s10921	NOUN
fis-3050	310	6	-	-	PUNCT
fis-3050	310	7	018	018	NUM
fis-3050	310	8	-	-	PUNCT
fis-3050	310	9	0517	0517	NUM
fis-3050	310	10	-	-	PUNCT
fis-3050	310	11	x.	x.	NOUN
fis-3050	311	1	[	[	X
fis-3050	311	2	13	13	NUM
fis-3050	311	3	]	]	PUNCT
fis-3050	311	4	ouahabi	ouahabi	NOUN
fis-3050	311	5	,	,	PUNCT
fis-3050	311	6	a.	a.	NOUN
fis-3050	311	7	(	(	PUNCT
fis-3050	311	8	2013	2013	NUM
fis-3050	311	9	)	)	PUNCT
fis-3050	311	10	.	.	PUNCT
fis-3050	312	1	signal	signal	NOUN
fis-3050	312	2	and	and	CCONJ
fis-3050	312	3	image	image	NOUN
fis-3050	312	4	multiresolution	multiresolution	NOUN
fis-3050	312	5	analysis	analysis	NOUN
fis-3050	312	6	,	,	PUNCT
fis-3050	312	7	wiley	wiley	PROPN
fis-3050	312	8	-	-	PUNCT
fis-3050	312	9	iste	iste	PROPN
fis-3050	312	10	ltd	ltd	PROPN
fis-3050	312	11	,	,	PUNCT
fis-3050	312	12	london	london	PROPN
fis-3050	312	13	(	(	PUNCT
fis-3050	312	14	uk	uk	PROPN
fis-3050	312	15	)	)	PUNCT
fis-3050	312	16	and	and	CCONJ
fis-3050	312	17	hoboken	hoboken	PROPN
fis-3050	312	18	(	(	PUNCT
fis-3050	312	19	new	new	PROPN
fis-3050	312	20	jersey	jersey	PROPN
fis-3050	312	21	,	,	PUNCT
fis-3050	312	22	usa	usa	PROPN
fis-3050	312	23	)	)	PUNCT
fis-3050	312	24	.	.	PUNCT
fis-3050	313	1	isbn	isbn	ADJ
fis-3050	313	2	:	:	PUNCT
fis-3050	313	3	978	978	NUM
fis-3050	313	4	-	-	SYM
fis-3050	313	5	1	1	NUM
fis-3050	313	6	-	-	NUM
fis-3050	313	7	118	118	NUM
fis-3050	313	8	-	-	PUNCT
fis-3050	313	9	56866	56866	NUM
fis-3050	313	10	-	-	SYM
fis-3050	313	11	8	8	NUM
fis-3050	313	12	.	.	PUNCT
fis-3050	314	1	[	[	X
fis-3050	314	2	14	14	NUM
fis-3050	314	3	]	]	PUNCT
fis-3050	314	4	he	he	PRON
fis-3050	314	5	,	,	PUNCT
fis-3050	314	6	w.-y	w.-y	NOUN
fis-3050	314	7	.	.	PUNCT
fis-3050	314	8	,	,	PUNCT
fis-3050	314	9	zhu	zhu	PROPN
fis-3050	314	10	,	,	PUNCT
fis-3050	314	11	s.	s.	PROPN
fis-3050	314	12	and	and	CCONJ
fis-3050	314	13	chen	chen	PROPN
fis-3050	314	14	,	,	PUNCT
fis-3050	314	15	z.-w	z.-w	PROPN
fis-3050	314	16	.	.	PUNCT
fis-3050	314	17	(	(	PUNCT
fis-3050	314	18	2017	2017	NUM
fis-3050	314	19	)	)	PUNCT
fis-3050	314	20	.	.	PUNCT
fis-3050	315	1	wavelet	wavelet	NOUN
fis-3050	315	2	-	-	PUNCT
fis-3050	315	3	based	base	VERB
fis-3050	315	4	multi	multi	ADJ
fis-3050	315	5	-	-	ADJ
fis-3050	315	6	scale	scale	ADJ
fis-3050	315	7	finite	finite	ADJ
fis-3050	315	8	element	element	NOUN
fis-3050	315	9	modeling	modeling	NOUN
fis-3050	315	10	and	and	CCONJ
fis-3050	315	11	modal	modal	ADJ
fis-3050	315	12	identification	identification	NOUN
fis-3050	315	13	for	for	ADP
fis-3050	315	14	structural	structural	ADJ
fis-3050	315	15	damage	damage	NOUN
fis-3050	315	16	detection	detection	NOUN
fis-3050	315	17	,	,	PUNCT
fis-3050	315	18	advances	advance	NOUN
fis-3050	315	19	in	in	ADP
fis-3050	315	20	structural	structural	ADJ
fis-3050	315	21	engineering	engineering	NOUN
fis-3050	315	22	,	,	PUNCT
fis-3050	315	23	20(8	20(8	NOUN
fis-3050	315	24	)	)	PUNCT
fis-3050	315	25	,	,	PUNCT
fis-3050	315	26	pp	pp	ADP
fis-3050	315	27	.	.	PUNCT
fis-3050	316	1	1185–1195	1185–1195	NUM
fis-3050	316	2	.	.	PUNCT
fis-3050	317	1	doi	doi	NOUN
fis-3050	317	2	:	:	PUNCT
fis-3050	318	1	10.1177/1369433216687566	10.1177/1369433216687566	NUM
fis-3050	318	2	.	.	PUNCT
fis-3050	319	1	[	[	X
fis-3050	319	2	15	15	NUM
fis-3050	319	3	]	]	X
fis-3050	319	4	kim	kim	PROPN
fis-3050	319	5	,	,	PUNCT
fis-3050	319	6	j.	j.	PROPN
fis-3050	319	7	j.	j.	PROPN
fis-3050	319	8	,	,	PUNCT
fis-3050	319	9	kim	kim	PROPN
fis-3050	319	10	,	,	PUNCT
fis-3050	319	11	a.-r	a.-r	PROPN
fis-3050	319	12	.	.	PROPN
fis-3050	319	13	and	and	CCONJ
fis-3050	319	14	lee	lee	PROPN
fis-3050	319	15	,	,	PUNCT
fis-3050	319	16	s.-w	s.-w	PROPN
fis-3050	319	17	.	.	PUNCT
fis-3050	319	18	(	(	PUNCT
fis-3050	319	19	2020	2020	NUM
fis-3050	319	20	)	)	PUNCT
fis-3050	319	21	.	.	PUNCT
fis-3050	320	1	artificial	artificial	ADJ
fis-3050	320	2	neural	neural	ADJ
fis-3050	320	3	network	network	NOUN
fis-3050	320	4	-	-	PUNCT
fis-3050	320	5	based	base	VERB
fis-3050	320	6	automated	automate	VERB
fis-3050	320	7	crack	crack	NOUN
fis-3050	320	8	detection	detection	NOUN
fis-3050	320	9	and	and	CCONJ
fis-3050	320	10	analysis	analysis	NOUN
fis-3050	320	11	for	for	ADP
fis-3050	320	12	the	the	DET
fis-3050	320	13	inspection	inspection	NOUN
fis-3050	320	14	of	of	ADP
fis-3050	320	15	concrete	concrete	ADJ
fis-3050	320	16	structures	structure	NOUN
fis-3050	320	17	,	,	PUNCT
fis-3050	320	18	applied	apply	VERB
fis-3050	320	19	sciences	science	NOUN
fis-3050	320	20	,	,	PUNCT
fis-3050	320	21	10	10	NUM
fis-3050	320	22	,	,	PUNCT
fis-3050	320	23	8105	8105	NUM
fis-3050	320	24	.	.	PUNCT
fis-3050	321	1	doi	doi	NOUN
fis-3050	321	2	:	:	PUNCT
fis-3050	321	3	10.3390	10.3390	NUM
fis-3050	321	4	/	/	SYM
fis-3050	321	5	app10228105	app10228105	NOUN
fis-3050	321	6	.	.	PUNCT
fis-3050	322	1	[	[	X
fis-3050	322	2	16	16	NUM
fis-3050	322	3	]	]	SYM
fis-3050	322	4	li	li	PROPN
fis-3050	322	5	,	,	PUNCT
fis-3050	322	6	s.	s.	PROPN
fis-3050	322	7	and	and	CCONJ
fis-3050	322	8	zhao	zhao	PROPN
fis-3050	322	9	,	,	PUNCT
fis-3050	322	10	x.	x.	NOUN
fis-3050	322	11	(	(	PUNCT
fis-3050	322	12	2019	2019	NUM
fis-3050	322	13	)	)	PUNCT
fis-3050	322	14	.	.	PUNCT
fis-3050	323	1	image	image	NOUN
fis-3050	323	2	-	-	PUNCT
fis-3050	323	3	based	base	VERB
fis-3050	323	4	concrete	concrete	ADJ
fis-3050	323	5	crack	crack	NOUN
fis-3050	323	6	detection	detection	NOUN
fis-3050	323	7	using	use	VERB
fis-3050	323	8	convolutional	convolutional	ADJ
fis-3050	323	9	neural	neural	ADJ
fis-3050	323	10	network	network	NOUN
fis-3050	323	11	and	and	CCONJ
fis-3050	323	12	exhaustive	exhaustive	ADJ
fis-3050	323	13	search	search	NOUN
fis-3050	323	14	technique	technique	NOUN
fis-3050	323	15	,	,	PUNCT
fis-3050	323	16	advances	advance	NOUN
fis-3050	323	17	in	in	ADP
fis-3050	323	18	civil	civil	ADJ
fis-3050	323	19	engineering	engineering	NOUN
fis-3050	323	20	,	,	PUNCT
fis-3050	323	21	2019	2019	NUM
fis-3050	323	22	,	,	PUNCT
fis-3050	323	23	pp	pp	ADP
fis-3050	323	24	.	.	PUNCT
fis-3050	324	1	1–12	1–12	NOUN
fis-3050	324	2	.	.	PUNCT
fis-3050	325	1	doi	doi	NOUN
fis-3050	325	2	:	:	PUNCT
fis-3050	325	3	10.1155/2019/6520620	10.1155/2019/6520620	NUM
fis-3050	325	4	.	.	PUNCT
fis-3050	326	1	[	[	X
fis-3050	326	2	17	17	NUM
fis-3050	326	3	]	]	X
fis-3050	326	4	bulatovic	bulatovic	ADJ
fis-3050	326	5	,	,	PUNCT
fis-3050	326	6	s.	s.	PROPN
fis-3050	326	7	,	,	PUNCT
fis-3050	326	8	aleksic	aleksic	NOUN
fis-3050	326	9	,	,	PUNCT
fis-3050	326	10	v.	v.	PROPN
fis-3050	326	11	and	and	CCONJ
fis-3050	326	12	milovic	milovic	PROPN
fis-3050	326	13	l.	l.	PROPN
fis-3050	326	14	(	(	PUNCT
fis-3050	326	15	2013	2013	NUM
fis-3050	326	16	)	)	PUNCT
fis-3050	326	17	.	.	PUNCT
fis-3050	327	1	failure	failure	NOUN
fis-3050	327	2	of	of	ADP
fis-3050	327	3	steam	steam	NOUN
fis-3050	327	4	line	line	NOUN
fis-3050	327	5	causes	cause	NOUN
fis-3050	327	6	determined	determine	VERB
fis-3050	327	7	by	by	ADP
fis-3050	327	8	ndt	ndt	PROPN
fis-3050	327	9	testing	testing	NOUN
fis-3050	327	10	in	in	ADP
fis-3050	327	11	power	power	NOUN
fis-3050	327	12	and	and	CCONJ
fis-3050	327	13	heating	heating	NOUN
fis-3050	327	14	plants	plant	NOUN
fis-3050	327	15	,	,	PUNCT
fis-3050	327	16	frattura	frattura	PROPN
fis-3050	327	17	ed	ed	PROPN
fis-3050	327	18	integrità	integrità	PROPN
fis-3050	327	19	strutturale	strutturale	PROPN
fis-3050	327	20	,	,	PUNCT
fis-3050	327	21	26	26	NUM
fis-3050	327	22	,	,	PUNCT
fis-3050	327	23	pp	pp	ADJ
fis-3050	327	24	.	.	PUNCT
fis-3050	328	1	41–48	41–48	NUM
fis-3050	328	2	.	.	PUNCT
fis-3050	329	1	doi	doi	NOUN
fis-3050	329	2	:	:	PUNCT
fis-3050	329	3	10.3221	10.3221	NUM
fis-3050	329	4	/	/	SYM
fis-3050	329	5	igf	igf	NOUN
fis-3050	329	6	-	-	NOUN
fis-3050	329	7	esis.26.05	esis.26.05	NOUN
fis-3050	329	8	.	.	PUNCT
fis-3050	330	1	a.	a.	PROPN
fis-3050	330	2	arbaoui	arbaoui	PROPN
fis-3050	330	3	et	et	PROPN
fis-3050	330	4	alii	alii	PROPN
fis-3050	330	5	,	,	PUNCT
fis-3050	330	6	frattura	frattura	PROPN
fis-3050	330	7	ed	ed	PROPN
fis-3050	330	8	integrità	integrità	PROPN
fis-3050	330	9	strutturale	strutturale	PROPN
fis-3050	330	10	,	,	PUNCT
fis-3050	330	11	58	58	NUM
fis-3050	330	12	(	(	PUNCT
fis-3050	330	13	2021	2021	NUM
fis-3050	330	14	)	)	PUNCT
fis-3050	330	15	33	33	NUM
fis-3050	330	16	-	-	SYM
fis-3050	330	17	47	47	NUM
fis-3050	330	18	;	;	PUNCT
fis-3050	330	19	doi	doi	NOUN
fis-3050	330	20	:	:	PUNCT
fis-3050	330	21	10.3221	10.3221	NUM
fis-3050	330	22	/	/	SYM
fis-3050	330	23	igf	igf	PROPN
fis-3050	330	24	-	-	ADJ
fis-3050	330	25	esis.58.03	esis.58.03	PROPN
fis-3050	330	26	46	46	NUM
fis-3050	330	27	[	[	SYM
fis-3050	330	28	18	18	NUM
fis-3050	330	29	]	]	X
fis-3050	330	30	prakash	prakash	PROPN
fis-3050	330	31	,	,	PUNCT
fis-3050	330	32	r.	r.	PROPN
fis-3050	330	33	v.	v.	PROPN
fis-3050	330	34	and	and	CCONJ
fis-3050	330	35	john	john	PROPN
fis-3050	330	36	m.	m.	PROPN
fis-3050	330	37	(	(	PUNCT
fis-3050	330	38	2019	2019	NUM
fis-3050	330	39	)	)	PUNCT
fis-3050	330	40	.	.	PUNCT
fis-3050	331	1	post	post	ADJ
fis-3050	331	2	-	-	ADJ
fis-3050	331	3	impact	impact	ADJ
fis-3050	331	4	fatigue	fatigue	NOUN
fis-3050	331	5	damage	damage	NOUN
fis-3050	331	6	analysis	analysis	NOUN
fis-3050	331	7	of	of	ADP
fis-3050	331	8	quasi	quasi	ADJ
fis-3050	331	9	isotropic	isotropic	NOUN
fis-3050	331	10	cfrp	cfrp	NOUN
fis-3050	331	11	laminates	laminate	NOUN
fis-3050	331	12	through	through	ADP
fis-3050	331	13	infrared	infrared	ADJ
fis-3050	331	14	thermography	thermography	NOUN
fis-3050	331	15	,	,	PUNCT
fis-3050	331	16	49	49	NUM
fis-3050	331	17	,	,	PUNCT
fis-3050	331	18	pp	pp	ADJ
fis-3050	331	19	.	.	PUNCT
fis-3050	332	1	536–546	536–546	NUM
fis-3050	332	2	.	.	PUNCT
fis-3050	332	3	doi	doi	NOUN
fis-3050	332	4	:	:	PUNCT
fis-3050	332	5	10.3221	10.3221	NUM
fis-3050	332	6	/	/	SYM
fis-3050	332	7	igf	igf	PROPN
fis-3050	332	8	-	-	PUNCT
fis-3050	332	9	esis.49.50	esis.49.50	PROPN
fis-3050	332	10	.	.	PUNCT
fis-3050	333	1	[	[	X
fis-3050	333	2	19	19	NUM
fis-3050	333	3	]	]	PUNCT
fis-3050	333	4	akgul	akgul	NOUN
fis-3050	333	5	,	,	PUNCT
fis-3050	333	6	f.	f.	PROPN
fis-3050	333	7	(	(	PUNCT
fis-3050	333	8	2020	2020	NUM
fis-3050	333	9	)	)	PUNCT
fis-3050	333	10	.	.	PUNCT
fis-3050	334	1	inspection	inspection	NOUN
fis-3050	334	2	and	and	CCONJ
fis-3050	334	3	evaluation	evaluation	NOUN
fis-3050	334	4	of	of	ADP
fis-3050	334	5	a	a	DET
fis-3050	334	6	network	network	NOUN
fis-3050	334	7	of	of	ADP
fis-3050	334	8	concrete	concrete	ADJ
fis-3050	334	9	bridges	bridge	NOUN
fis-3050	334	10	based	base	VERB
fis-3050	334	11	on	on	ADP
fis-3050	334	12	multiple	multiple	ADJ
fis-3050	334	13	ndt	ndt	PROPN
fis-3050	334	14	techniques	technique	NOUN
fis-3050	334	15	,	,	PUNCT
fis-3050	334	16	structure	structure	NOUN
fis-3050	334	17	and	and	CCONJ
fis-3050	334	18	infrastructure	infrastructure	NOUN
fis-3050	334	19	engineering	engineering	NOUN
fis-3050	334	20	.	.	PUNCT
fis-3050	335	1	doi	doi	NOUN
fis-3050	335	2	:	:	PUNCT
fis-3050	335	3	10.1080/15732479.2020.1790016	10.1080/15732479.2020.1790016	NUM
fis-3050	335	4	.	.	PUNCT
fis-3050	336	1	[	[	X
fis-3050	336	2	20	20	NUM
fis-3050	336	3	]	]	X
fis-3050	336	4	lee	lee	PROPN
fis-3050	336	5	,	,	PUNCT
fis-3050	336	6	t.	t.	PROPN
fis-3050	336	7	,	,	PUNCT
fis-3050	336	8	lee	lee	PROPN
fis-3050	336	9	,	,	PUNCT
fis-3050	336	10	j.	j.	PROPN
fis-3050	336	11	and	and	CCONJ
fis-3050	336	12	choi	choi	PROPN
fis-3050	336	13	,	,	PUNCT
fis-3050	336	14	h.	h.	PROPN
fis-3050	336	15	(	(	PUNCT
fis-3050	336	16	2020	2020	NUM
fis-3050	336	17	)	)	PUNCT
fis-3050	336	18	.	.	PUNCT
fis-3050	337	1	assessment	assessment	NOUN
fis-3050	337	2	of	of	ADP
fis-3050	337	3	strength	strength	NOUN
fis-3050	337	4	development	development	NOUN
fis-3050	337	5	at	at	ADP
fis-3050	337	6	hardened	hardened	ADJ
fis-3050	337	7	stage	stage	NOUN
fis-3050	337	8	on	on	ADP
fis-3050	337	9	high	high	ADJ
fis-3050	337	10	-	-	PUNCT
fis-3050	337	11	strength	strength	NOUN
fis-3050	337	12	concrete	concrete	NOUN
fis-3050	337	13	using	use	VERB
fis-3050	337	14	ndt	ndt	PROPN
fis-3050	337	15	,	,	PUNCT
fis-3050	337	16	applied	apply	VERB
fis-3050	337	17	sciences	science	NOUN
fis-3050	337	18	,	,	PUNCT
fis-3050	337	19	10(18	10(18	NUM
fis-3050	337	20	)	)	PUNCT
fis-3050	337	21	,	,	PUNCT
fis-3050	337	22	6261	6261	NUM
fis-3050	337	23	.	.	PUNCT
fis-3050	338	1	doi	doi	NOUN
fis-3050	338	2	:	:	PUNCT
fis-3050	338	3	10.3390	10.3390	NUM
fis-3050	338	4	/	/	SYM
fis-3050	338	5	app10186261	app10186261	NOUN
fis-3050	338	6	.	.	PUNCT
fis-3050	339	1	[	[	X
fis-3050	339	2	21	21	NUM
fis-3050	339	3	]	]	X
fis-3050	339	4	jaskowska	jaskowska	ADJ
fis-3050	339	5	-	-	PUNCT
fis-3050	339	6	lemańska	lemańska	PROPN
fis-3050	339	7	,	,	PUNCT
fis-3050	339	8	j.	j.	PROPN
fis-3050	339	9	and	and	CCONJ
fis-3050	339	10	sagan	sagan	PROPN
fis-3050	339	11	,	,	PUNCT
fis-3050	339	12	j.	j.	PROPN
fis-3050	339	13	(	(	PUNCT
fis-3050	339	14	2019	2019	NUM
fis-3050	339	15	)	)	PUNCT
fis-3050	339	16	.	.	PUNCT
fis-3050	340	1	non	non	ADJ
fis-3050	340	2	-	-	ADJ
fis-3050	340	3	destructive	destructive	ADJ
fis-3050	340	4	testing	testing	NOUN
fis-3050	340	5	methods	method	NOUN
fis-3050	340	6	as	as	ADP
fis-3050	340	7	a	a	DET
fis-3050	340	8	main	main	ADJ
fis-3050	340	9	tool	tool	NOUN
fis-3050	340	10	supporting	support	VERB
fis-3050	340	11	effective	effective	ADJ
fis-3050	340	12	waste	waste	NOUN
fis-3050	340	13	management	management	NOUN
fis-3050	340	14	in	in	ADP
fis-3050	340	15	construction	construction	NOUN
fis-3050	340	16	processes	process	NOUN
fis-3050	340	17	,	,	PUNCT
fis-3050	340	18	archives	archive	NOUN
fis-3050	340	19	of	of	ADP
fis-3050	340	20	civil	civil	ADJ
fis-3050	340	21	engineering	engineering	NOUN
fis-3050	340	22	,	,	PUNCT
fis-3050	340	23	65(4	65(4	PROPN
fis-3050	340	24	)	)	PUNCT
fis-3050	340	25	,	,	PUNCT
fis-3050	340	26	pp	pp	ADP
fis-3050	340	27	.	.	PUNCT
fis-3050	341	1	263–276	263–276	NUM
fis-3050	341	2	.	.	PUNCT
fis-3050	342	1	doi	doi	NOUN
fis-3050	342	2	:	:	PUNCT
fis-3050	342	3	10.2478	10.2478	NUM
fis-3050	342	4	/	/	SYM
fis-3050	342	5	ace-2019	ace-2019	NOUN
fis-3050	342	6	-	-	PUNCT
fis-3050	342	7	0059	0059	NUM
fis-3050	342	8	.	.	PUNCT
fis-3050	343	1	[	[	X
fis-3050	343	2	22	22	NUM
fis-3050	343	3	]	]	SYM
fis-3050	343	4	girault	girault	NOUN
fis-3050	343	5	,	,	PUNCT
fis-3050	343	6	j.-m	j.-m	NOUN
fis-3050	343	7	.	.	PUNCT
fis-3050	343	8	,	,	PUNCT
fis-3050	343	9	ossant	ossant	PROPN
fis-3050	343	10	,	,	PUNCT
fis-3050	343	11	f.	f.	PROPN
fis-3050	343	12	,	,	PUNCT
fis-3050	343	13	ouahabi	ouahabi	PROPN
fis-3050	343	14	,	,	PUNCT
fis-3050	343	15	a.	a.	NOUN
fis-3050	343	16	,	,	PUNCT
fis-3050	343	17	kouamé	kouamé	PROPN
fis-3050	343	18	,	,	PUNCT
fis-3050	343	19	d.	d.	PROPN
fis-3050	343	20	and	and	CCONJ
fis-3050	343	21	patat	patat	PROPN
fis-3050	343	22	,	,	PUNCT
fis-3050	343	23	f.	f.	PROPN
fis-3050	343	24	(	(	PUNCT
fis-3050	343	25	1998	1998	NUM
fis-3050	343	26	)	)	PUNCT
fis-3050	343	27	.	.	PUNCT
fis-3050	344	1	time	time	NOUN
fis-3050	344	2	-	-	PUNCT
fis-3050	344	3	varying	vary	VERB
fis-3050	344	4	autoregressive	autoregressive	ADJ
fis-3050	344	5	spectral	spectral	ADJ
fis-3050	344	6	estimation	estimation	NOUN
fis-3050	344	7	for	for	ADP
fis-3050	344	8	ultrasound	ultrasound	ADJ
fis-3050	344	9	attenuation	attenuation	NOUN
fis-3050	344	10	in	in	ADP
fis-3050	344	11	tissue	tissue	NOUN
fis-3050	344	12	characterization	characterization	NOUN
fis-3050	344	13	,	,	PUNCT
fis-3050	344	14	ieee	ieee	NOUN
fis-3050	344	15	transactions	transaction	NOUN
fis-3050	344	16	on	on	ADP
fis-3050	344	17	ultrasonics	ultrasonic	NOUN
fis-3050	344	18	,	,	PUNCT
fis-3050	344	19	ferroelectrics	ferroelectric	NOUN
fis-3050	344	20	,	,	PUNCT
fis-3050	344	21	and	and	CCONJ
fis-3050	344	22	frequency	frequency	NOUN
fis-3050	344	23	control	control	NOUN
fis-3050	344	24	,	,	PUNCT
fis-3050	344	25	45(3	45(3	NUM
fis-3050	344	26	)	)	PUNCT
fis-3050	344	27	,	,	PUNCT
fis-3050	344	28	pp	pp	ADJ
fis-3050	344	29	.	.	PUNCT
fis-3050	345	1	650–659	650–659	NUM
fis-3050	345	2	.	.	PUNCT
fis-3050	346	1	doi	doi	NOUN
fis-3050	346	2	:	:	PUNCT
fis-3050	346	3	10.1109/58.677609	10.1109/58.677609	NUM
fis-3050	346	4	.	.	PUNCT
fis-3050	347	1	[	[	X
fis-3050	347	2	23	23	NUM
fis-3050	347	3	]	]	X
fis-3050	347	4	labat	labat	NOUN
fis-3050	347	5	,	,	PUNCT
fis-3050	347	6	v.	v.	ADV
fis-3050	347	7	,	,	PUNCT
fis-3050	347	8	remenieras	remeniera	NOUN
fis-3050	347	9	,	,	PUNCT
fis-3050	347	10	j.-p	j.-p	PROPN
fis-3050	347	11	.	.	PROPN
fis-3050	347	12	,	,	PUNCT
fis-3050	347	13	matar	matar	NOUN
fis-3050	347	14	,	,	PUNCT
fis-3050	347	15	o.	o.	PROPN
fis-3050	347	16	b.	b.	PROPN
fis-3050	347	17	,	,	PUNCT
fis-3050	347	18	ouahabi	ouahabi	NOUN
fis-3050	347	19	,	,	PUNCT
fis-3050	347	20	a.	a.	NOUN
fis-3050	347	21	and	and	CCONJ
fis-3050	347	22	patat	patat	PROPN
fis-3050	347	23	,	,	PUNCT
fis-3050	347	24	f.	f.	PROPN
fis-3050	347	25	(	(	PUNCT
fis-3050	347	26	2000	2000	NUM
fis-3050	347	27	)	)	PUNCT
fis-3050	347	28	.	.	PUNCT
fis-3050	348	1	harmonic	harmonic	ADJ
fis-3050	348	2	propagation	propagation	NOUN
fis-3050	348	3	of	of	ADP
fis-3050	348	4	finite	finite	ADJ
fis-3050	348	5	amplitude	amplitude	NOUN
fis-3050	348	6	sound	sound	NOUN
fis-3050	348	7	beams	beam	NOUN
fis-3050	348	8	:	:	PUNCT
fis-3050	348	9	experimental	experimental	ADJ
fis-3050	348	10	determination	determination	NOUN
fis-3050	348	11	of	of	ADP
fis-3050	348	12	the	the	DET
fis-3050	348	13	nonlinearity	nonlinearity	NOUN
fis-3050	348	14	parameter	parameter	NOUN
fis-3050	348	15	b	b	PROPN
fis-3050	348	16	/	/	SYM
fis-3050	348	17	a	a	PRON
fis-3050	348	18	,	,	PUNCT
fis-3050	348	19	ultrasonics	ultrasonic	NOUN
fis-3050	348	20	,	,	PUNCT
fis-3050	348	21	38(1–8	38(1–8	PROPN
fis-3050	348	22	)	)	PUNCT
fis-3050	348	23	,	,	PUNCT
fis-3050	348	24	pp	pp	ADP
fis-3050	348	25	.	.	PUNCT
fis-3050	349	1	292–296	292–296	NUM
fis-3050	349	2	.	.	PUNCT
fis-3050	349	3	doi	doi	NOUN
fis-3050	349	4	:	:	PUNCT
fis-3050	349	5	10.1016	10.1016	NUM
fis-3050	349	6	/	/	SYM
fis-3050	349	7	s0041	s0041	PROPN
fis-3050	349	8	-	-	PUNCT
fis-3050	349	9	624x(99)00113	624x(99)00113	NOUN
fis-3050	349	10	-	-	PUNCT
fis-3050	349	11	4	4	NUM
fis-3050	349	12	.	.	PUNCT
fis-3050	350	1	[	[	X
fis-3050	350	2	24	24	NUM
fis-3050	350	3	]	]	X
fis-3050	350	4	sadowski	sadowski	PROPN
fis-3050	350	5	,	,	PUNCT
fis-3050	350	6	ł	ł	PROPN
fis-3050	350	7	.	.	PROPN
fis-3050	350	8	,	,	PUNCT
fis-3050	350	9	hoła	hoła	PROPN
fis-3050	350	10	,	,	PUNCT
fis-3050	350	11	j.	j.	PROPN
fis-3050	350	12	,	,	PUNCT
fis-3050	350	13	czarnecki	czarnecki	PROPN
fis-3050	350	14	,	,	PUNCT
fis-3050	350	15	s.	s.	PROPN
fis-3050	350	16	and	and	CCONJ
fis-3050	350	17	wang	wang	PROPN
fis-3050	350	18	,	,	PUNCT
fis-3050	350	19	d.	d.	PROPN
fis-3050	350	20	(	(	PUNCT
fis-3050	350	21	2018	2018	NUM
fis-3050	350	22	)	)	PUNCT
fis-3050	350	23	.	.	PUNCT
fis-3050	351	1	pull	pull	VERB
fis-3050	351	2	-	-	PUNCT
fis-3050	351	3	off	off	ADP
fis-3050	351	4	adhesion	adhesion	NOUN
fis-3050	351	5	prediction	prediction	NOUN
fis-3050	351	6	of	of	ADP
fis-3050	351	7	variable	variable	ADJ
fis-3050	351	8	thick	thick	ADJ
fis-3050	351	9	overlay	overlay	NOUN
fis-3050	351	10	to	to	ADP
fis-3050	351	11	the	the	DET
fis-3050	351	12	substrate	substrate	NOUN
fis-3050	351	13	,	,	PUNCT
fis-3050	351	14	automation	automation	NOUN
fis-3050	351	15	in	in	ADP
fis-3050	351	16	construction	construction	NOUN
fis-3050	351	17	,	,	PUNCT
fis-3050	351	18	85	85	NUM
fis-3050	351	19	,	,	PUNCT
fis-3050	351	20	pp	pp	ADJ
fis-3050	351	21	.	.	PUNCT
fis-3050	352	1	10–23	10–23	NUM
fis-3050	352	2	.	.	PUNCT
fis-3050	353	1	doi	doi	NOUN
fis-3050	353	2	:	:	PUNCT
fis-3050	353	3	10.1016	10.1016	NUM
fis-3050	353	4	/	/	SYM
fis-3050	353	5	j.autcon.2017.10.001	j.autcon.2017.10.001	PROPN
fis-3050	353	6	.	.	PUNCT
fis-3050	354	1	[	[	X
fis-3050	354	2	25	25	NUM
fis-3050	354	3	]	]	X
fis-3050	354	4	louhi	louhi	NOUN
fis-3050	354	5	kasahara	kasahara	PROPN
fis-3050	354	6	,	,	PUNCT
fis-3050	354	7	j.	j.	PROPN
fis-3050	354	8	y.	y.	PROPN
fis-3050	354	9	,	,	PUNCT
fis-3050	354	10	yamashita	yamashita	PROPN
fis-3050	354	11	,	,	PUNCT
fis-3050	354	12	a.	a.	NOUN
fis-3050	354	13	and	and	CCONJ
fis-3050	354	14	asama	asama	PROPN
fis-3050	354	15	,	,	PUNCT
fis-3050	354	16	h.	h.	PROPN
fis-3050	354	17	(	(	PUNCT
fis-3050	354	18	2020	2020	NUM
fis-3050	354	19	)	)	PUNCT
fis-3050	354	20	.	.	PUNCT
fis-3050	355	1	acoustic	acoustic	ADJ
fis-3050	355	2	inspection	inspection	NOUN
fis-3050	355	3	of	of	ADP
fis-3050	355	4	concrete	concrete	ADJ
fis-3050	355	5	structures	structure	NOUN
fis-3050	355	6	using	use	VERB
fis-3050	355	7	active	active	ADJ
fis-3050	355	8	weak	weak	ADJ
fis-3050	355	9	supervision	supervision	NOUN
fis-3050	355	10	and	and	CCONJ
fis-3050	355	11	visual	visual	ADJ
fis-3050	355	12	information	information	NOUN
fis-3050	355	13	,	,	PUNCT
fis-3050	355	14	sensors	sensor	NOUN
fis-3050	355	15	,	,	PUNCT
fis-3050	355	16	20(3	20(3	NOUN
fis-3050	355	17	)	)	PUNCT
fis-3050	355	18	,	,	PUNCT
fis-3050	355	19	629	629	NUM
fis-3050	355	20	.	.	X
fis-3050	356	1	doi	doi	NOUN
fis-3050	356	2	:	:	PUNCT
fis-3050	356	3	10.3390	10.3390	NUM
fis-3050	356	4	/	/	SYM
fis-3050	356	5	s20030629	s20030629	PROPN
fis-3050	356	6	.	.	PUNCT
fis-3050	357	1	[	[	X
fis-3050	357	2	26	26	NUM
fis-3050	357	3	]	]	PUNCT
fis-3050	357	4	ouahabi	ouahabi	NOUN
fis-3050	357	5	,	,	PUNCT
fis-3050	357	6	y.	y.	PROPN
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fis-3050	357	8	,	,	PUNCT
fis-3050	357	9	bensadok	bensadok	PROPN
fis-3050	357	10	,	,	PUNCT
fis-3050	357	11	k.	k.	PROPN
fis-3050	357	12	and	and	CCONJ
fis-3050	357	13	ouahabi	ouahabi	PROPN
fis-3050	357	14	,	,	PUNCT
fis-3050	357	15	a.	a.	NOUN
fis-3050	357	16	(	(	PUNCT
fis-3050	357	17	2021	2021	NUM
fis-3050	357	18	)	)	PUNCT
fis-3050	357	19	.	.	PUNCT
fis-3050	358	1	optimization	optimization	NOUN
fis-3050	358	2	of	of	ADP
fis-3050	358	3	the	the	DET
fis-3050	358	4	biomethane	biomethane	NOUN
fis-3050	358	5	production	production	NOUN
fis-3050	358	6	process	process	NOUN
fis-3050	358	7	by	by	ADP
fis-3050	358	8	anaerobic	anaerobic	ADJ
fis-3050	358	9	digestion	digestion	NOUN
fis-3050	358	10	of	of	ADP
fis-3050	358	11	wheat	wheat	NOUN
fis-3050	358	12	straw	straw	NOUN
fis-3050	358	13	using	use	VERB
fis-3050	358	14	chemical	chemical	ADJ
fis-3050	358	15	pretreatments	pretreatment	NOUN
fis-3050	358	16	coupled	couple	VERB
fis-3050	358	17	with	with	ADP
fis-3050	358	18	ultrasonic	ultrasonic	ADJ
fis-3050	358	19	desintegration	desintegration	NOUN
fis-3050	358	20	,	,	PUNCT
fis-3050	358	21	sustainability	sustainability	NOUN
fis-3050	358	22	,	,	PUNCT
fis-3050	358	23	13(13	13(13	NUM
fis-3050	358	24	)	)	PUNCT
fis-3050	358	25	,	,	PUNCT
fis-3050	358	26	7202	7202	NUM
fis-3050	358	27	.	.	PUNCT
fis-3050	359	1	doi	doi	NOUN
fis-3050	359	2	:	:	PUNCT
fis-3050	359	3	10.3390	10.3390	NUM
fis-3050	359	4	/	/	SYM
fis-3050	359	5	su13137202	su13137202	NOUN
fis-3050	359	6	.	.	PUNCT
fis-3050	360	1	[	[	X
fis-3050	360	2	27	27	NUM
fis-3050	360	3	]	]	SYM
fis-3050	360	4	yuan	yuan	NOUN
fis-3050	360	5	,	,	PUNCT
fis-3050	360	6	f.	f.	PROPN
fis-3050	360	7	,	,	PUNCT
fis-3050	360	8	yu	yu	PROPN
fis-3050	360	9	,	,	PUNCT
fis-3050	360	10	y.	y.	PROPN
fis-3050	360	11	,	,	PUNCT
fis-3050	360	12	li	li	PROPN
fis-3050	360	13	,	,	PUNCT
fis-3050	360	14	l.	l.	PROPN
fis-3050	360	15	and	and	CCONJ
fis-3050	360	16	tian	tian	PROPN
fis-3050	360	17	,	,	PUNCT
fis-3050	360	18	g.	g.	PROPN
fis-3050	360	19	(	(	PUNCT
fis-3050	360	20	2021	2021	NUM
fis-3050	360	21	)	)	PUNCT
fis-3050	360	22	.	.	PUNCT
fis-3050	361	1	investigation	investigation	NOUN
fis-3050	361	2	of	of	ADP
fis-3050	361	3	dc	dc	PROPN
fis-3050	361	4	electromagnetic	electromagnetic	NOUN
fis-3050	361	5	-	-	PUNCT
fis-3050	361	6	based	base	VERB
fis-3050	361	7	motion	motion	NOUN
fis-3050	361	8	induced	induce	VERB
fis-3050	361	9	eddy	eddy	PROPN
fis-3050	361	10	current	current	ADJ
fis-3050	361	11	on	on	ADP
fis-3050	361	12	ndt	ndt	PROPN
fis-3050	361	13	for	for	ADP
fis-3050	361	14	crack	crack	NOUN
fis-3050	361	15	detection	detection	NOUN
fis-3050	361	16	,	,	PUNCT
fis-3050	361	17	ieee	ieee	NOUN
fis-3050	361	18	sensors	sensor	NOUN
fis-3050	361	19	journal	journal	NOUN
fis-3050	361	20	,	,	PUNCT
fis-3050	361	21	21(6	21(6	NOUN
fis-3050	361	22	)	)	PUNCT
fis-3050	361	23	,	,	PUNCT
fis-3050	362	1	pp	pp	ADJ
fis-3050	362	2	.	.	PUNCT
fis-3050	363	1	7449–7457	7449–7457	NUM
fis-3050	363	2	.	.	PUNCT
fis-3050	364	1	doi	doi	NOUN
fis-3050	364	2	:	:	PUNCT
fis-3050	364	3	10.1109	10.1109	NUM
fis-3050	364	4	/	/	SYM
fis-3050	364	5	jsen.2021.3049551	jsen.2021.3049551	PROPN
fis-3050	364	6	.	.	PUNCT
fis-3050	365	1	[	[	X
fis-3050	365	2	28	28	NUM
fis-3050	365	3	]	]	X
fis-3050	365	4	rodrigues	rodrigues	PROPN
fis-3050	365	5	,	,	PUNCT
fis-3050	365	6	r.	r.	PROPN
fis-3050	365	7	,	,	PUNCT
fis-3050	365	8	gaboreau	gaboreau	PROPN
fis-3050	365	9	,	,	PUNCT
fis-3050	365	10	s.	s.	PROPN
fis-3050	365	11	,	,	PUNCT
fis-3050	365	12	gance	gance	PROPN
fis-3050	365	13	,	,	PUNCT
fis-3050	365	14	j.	j.	PROPN
fis-3050	365	15	,	,	PUNCT
fis-3050	365	16	ignatiadis	ignatiadis	PROPN
fis-3050	365	17	,	,	PUNCT
fis-3050	365	18	i.	i.	NOUN
fis-3050	365	19	and	and	CCONJ
fis-3050	365	20	betelu	betelu	NOUN
fis-3050	365	21	,	,	PUNCT
fis-3050	365	22	s.	s.	PROPN
fis-3050	365	23	(	(	PUNCT
fis-3050	365	24	2021	2021	NUM
fis-3050	365	25	)	)	PUNCT
fis-3050	365	26	.	.	PUNCT
fis-3050	366	1	reinforced	reinforce	VERB
fis-3050	366	2	concrete	concrete	ADJ
fis-3050	366	3	structures	structure	NOUN
fis-3050	366	4	:	:	PUNCT
fis-3050	366	5	a	a	DET
fis-3050	366	6	review	review	NOUN
fis-3050	366	7	of	of	ADP
fis-3050	366	8	corrosion	corrosion	NOUN
fis-3050	366	9	mechanisms	mechanism	NOUN
fis-3050	366	10	and	and	CCONJ
fis-3050	366	11	advances	advance	NOUN
fis-3050	366	12	in	in	ADP
fis-3050	366	13	electrical	electrical	ADJ
fis-3050	366	14	methods	method	NOUN
fis-3050	366	15	for	for	ADP
fis-3050	366	16	corrosion	corrosion	NOUN
fis-3050	366	17	monitoring	monitoring	NOUN
fis-3050	366	18	,	,	PUNCT
fis-3050	366	19	construction	construction	NOUN
fis-3050	366	20	and	and	CCONJ
fis-3050	366	21	building	building	NOUN
fis-3050	366	22	materials	material	NOUN
fis-3050	366	23	,	,	PUNCT
fis-3050	366	24	269	269	NUM
fis-3050	366	25	,	,	PUNCT
fis-3050	366	26	121240	121240	NUM
fis-3050	366	27	.	.	PUNCT
fis-3050	367	1	doi	doi	NOUN
fis-3050	367	2	:	:	PUNCT
fis-3050	367	3	10.1016	10.1016	NUM
fis-3050	367	4	/	/	SYM
fis-3050	367	5	j.conbuildmat.2020.121240	j.conbuildmat.2020.121240	NOUN
fis-3050	367	6	.	.	PUNCT
fis-3050	368	1	[	[	X
fis-3050	368	2	29	29	NUM
fis-3050	368	3	]	]	X
fis-3050	368	4	moosavi	moosavi	PROPN
fis-3050	368	5	,	,	PUNCT
fis-3050	368	6	r.	r.	PROPN
fis-3050	368	7	,	,	PUNCT
fis-3050	368	8	grunwald	grunwald	NOUN
fis-3050	368	9	,	,	PUNCT
fis-3050	368	10	m.	m.	NOUN
fis-3050	368	11	and	and	CCONJ
fis-3050	368	12	redmer	redmer	NOUN
fis-3050	368	13	,	,	PUNCT
fis-3050	368	14	b.	b.	PROPN
fis-3050	368	15	(	(	PUNCT
fis-3050	368	16	2020	2020	NUM
fis-3050	368	17	)	)	PUNCT
fis-3050	368	18	.	.	PUNCT
fis-3050	369	1	crack	crack	VERB
fis-3050	369	2	detection	detection	NOUN
fis-3050	369	3	in	in	ADP
fis-3050	369	4	reinforced	reinforce	VERB
fis-3050	369	5	concrete	concrete	NOUN
fis-3050	369	6	,	,	PUNCT
fis-3050	369	7	ndt	ndt	PROPN
fis-3050	369	8	&	&	CCONJ
fis-3050	369	9	e	e	PROPN
fis-3050	369	10	international	international	PROPN
fis-3050	369	11	,	,	PUNCT
fis-3050	369	12	109	109	NUM
fis-3050	369	13	,	,	PUNCT
fis-3050	369	14	102190	102190	NUM
fis-3050	369	15	.	.	PUNCT
fis-3050	370	1	doi	doi	NOUN
fis-3050	370	2	:	:	PUNCT
fis-3050	370	3	10.1016	10.1016	NUM
fis-3050	370	4	/	/	SYM
fis-3050	370	5	j.ndteint.2019.102190	j.ndteint.2019.102190	NOUN
fis-3050	370	6	.	.	PUNCT
fis-3050	371	1	[	[	X
fis-3050	371	2	30	30	NUM
fis-3050	371	3	]	]	X
fis-3050	371	4	levitt	levitt	PROPN
fis-3050	371	5	,	,	PUNCT
fis-3050	371	6	m.	m.	NOUN
fis-3050	371	7	(	(	PUNCT
fis-3050	371	8	2004	2004	NUM
fis-3050	371	9	)	)	PUNCT
fis-3050	371	10	.	.	PUNCT
fis-3050	372	1	precast	precast	ADJ
fis-3050	372	2	concrete	concrete	NOUN
fis-3050	372	3	:	:	PUNCT
fis-3050	372	4	materials	material	NOUN
fis-3050	372	5	,	,	PUNCT
fis-3050	372	6	manufacture	manufacture	NOUN
fis-3050	372	7	,	,	PUNCT
fis-3050	372	8	properties	property	NOUN
fis-3050	372	9	and	and	CCONJ
fis-3050	372	10	usage	usage	NOUN
fis-3050	372	11	,	,	PUNCT
fis-3050	372	12	applied	apply	VERB
fis-3050	372	13	science	science	NOUN
fis-3050	372	14	publishers	publisher	NOUN
fis-3050	372	15	,	,	PUNCT
fis-3050	372	16	london	london	PROPN
fis-3050	372	17	(	(	PUNCT
fis-3050	372	18	uk	uk	PROPN
fis-3050	372	19	)	)	PUNCT
fis-3050	372	20	and	and	CCONJ
fis-3050	372	21	new	new	PROPN
fis-3050	372	22	jersey	jersey	PROPN
fis-3050	372	23	(	(	PUNCT
fis-3050	372	24	usa	usa	PROPN
fis-3050	372	25	)	)	PUNCT
fis-3050	372	26	.	.	PUNCT
fis-3050	373	1	isbn	isbn	ADJ
fis-3050	373	2	:	:	PUNCT
fis-3050	373	3	0	0	NUM
fis-3050	373	4	-	-	SYM
fis-3050	373	5	203	203	NUM
fis-3050	373	6	-	-	PUNCT
fis-3050	373	7	49057	49057	NUM
fis-3050	373	8	-	-	SYM
fis-3050	373	9	6	6	NUM
fis-3050	373	10	.	.	PUNCT
fis-3050	374	1	[	[	X
fis-3050	374	2	31	31	NUM
fis-3050	374	3	]	]	SYM
fis-3050	374	4	de	de	X
fis-3050	374	5	moortel	moortel	NOUN
fis-3050	374	6	,	,	PUNCT
fis-3050	374	7	i.	i.	NOUN
fis-3050	374	8	and	and	CCONJ
fis-3050	374	9	hood	hood	NOUN
fis-3050	374	10	,	,	PUNCT
fis-3050	374	11	a.	a.	NOUN
fis-3050	374	12	w.	w.	PROPN
fis-3050	374	13	(	(	PUNCT
fis-3050	374	14	2000	2000	NUM
fis-3050	374	15	)	)	PUNCT
fis-3050	374	16	.	.	PUNCT
fis-3050	375	1	wavelet	wavelet	NOUN
fis-3050	375	2	analysis	analysis	NOUN
fis-3050	375	3	and	and	CCONJ
fis-3050	375	4	the	the	DET
fis-3050	375	5	determination	determination	NOUN
fis-3050	375	6	of	of	ADP
fis-3050	375	7	coronal	coronal	ADJ
fis-3050	375	8	plasma	plasma	NOUN
fis-3050	375	9	properties	property	NOUN
fis-3050	375	10	,	,	PUNCT
fis-3050	375	11	astronomy	astronomy	NOUN
fis-3050	375	12	and	and	CCONJ
fis-3050	375	13	astrophysics	astrophysic	NOUN
fis-3050	375	14	,	,	PUNCT
fis-3050	375	15	363	363	NUM
fis-3050	375	16	,	,	PUNCT
fis-3050	375	17	pp	pp	ADV
fis-3050	375	18	.	.	PUNCT
fis-3050	376	1	269–278	269–278	NUM
fis-3050	376	2	.	.	PUNCT
fis-3050	377	1	[	[	X
fis-3050	377	2	32	32	NUM
fis-3050	377	3	]	]	SYM
fis-3050	377	4	ramsey	ramsey	PROPN
fis-3050	377	5	,	,	PUNCT
fis-3050	377	6	j.	j.	PROPN
fis-3050	377	7	b.	b.	PROPN
fis-3050	377	8	(	(	PUNCT
fis-3050	377	9	2002	2002	NUM
fis-3050	377	10	)	)	PUNCT
fis-3050	377	11	.	.	PUNCT
fis-3050	378	1	wavelets	wavelet	NOUN
fis-3050	378	2	in	in	ADP
fis-3050	378	3	economics	economic	NOUN
fis-3050	378	4	and	and	CCONJ
fis-3050	378	5	finance	finance	NOUN
fis-3050	378	6	:	:	PUNCT
fis-3050	378	7	past	past	NOUN
fis-3050	378	8	and	and	CCONJ
fis-3050	378	9	future	future	ADJ
fis-3050	378	10	,	,	PUNCT
fis-3050	378	11	studies	study	NOUN
fis-3050	378	12	in	in	ADP
fis-3050	378	13	nonlinear	nonlinear	ADJ
fis-3050	378	14	dynamics	dynamic	NOUN
fis-3050	378	15	and	and	CCONJ
fis-3050	378	16	econometrics	econometric	NOUN
fis-3050	378	17	,	,	PUNCT
fis-3050	378	18	6(3	6(3	NUM
fis-3050	378	19	)	)	PUNCT
fis-3050	378	20	.	.	PUNCT
fis-3050	379	1	doi	doi	NOUN
fis-3050	379	2	:	:	PUNCT
fis-3050	379	3	10.2202/1558	10.2202/1558	NUM
fis-3050	379	4	-	-	SYM
fis-3050	379	5	3708.1090	3708.1090	NUM
fis-3050	379	6	.	.	PUNCT
fis-3050	380	1	[	[	X
fis-3050	380	2	33	33	NUM
fis-3050	380	3	]	]	X
fis-3050	380	4	shiralashetti	shiralashetti	PROPN
fis-3050	380	5	,	,	PUNCT
fis-3050	380	6	s.	s.	PROPN
fis-3050	380	7	c.	c.	PROPN
fis-3050	380	8	and	and	CCONJ
fis-3050	380	9	deshi	deshi	PROPN
fis-3050	380	10	,	,	PUNCT
fis-3050	380	11	a.	a.	PROPN
fis-3050	380	12	b.	b.	PROPN
fis-3050	380	13	(	(	PUNCT
fis-3050	380	14	2017	2017	NUM
fis-3050	380	15	)	)	PUNCT
fis-3050	380	16	.	.	PUNCT
fis-3050	381	1	numerical	numerical	ADJ
fis-3050	381	2	solution	solution	NOUN
fis-3050	381	3	of	of	ADP
fis-3050	381	4	differential	differential	ADJ
fis-3050	381	5	equations	equation	NOUN
fis-3050	381	6	arising	arise	VERB
fis-3050	381	7	in	in	ADP
fis-3050	381	8	fluid	fluid	ADJ
fis-3050	381	9	dynamics	dynamic	NOUN
fis-3050	381	10	using	use	VERB
fis-3050	381	11	legendre	legendre	PROPN
fis-3050	381	12	wavelet	wavelet	NOUN
fis-3050	381	13	collocation	collocation	NOUN
fis-3050	381	14	method	method	NOUN
fis-3050	381	15	,	,	PUNCT
fis-3050	381	16	international	international	ADJ
fis-3050	381	17	journal	journal	NOUN
fis-3050	381	18	of	of	ADP
fis-3050	381	19	computational	computational	ADJ
fis-3050	381	20	materials	material	NOUN
fis-3050	381	21	science	science	NOUN
fis-3050	381	22	and	and	CCONJ
fis-3050	381	23	engineering	engineering	NOUN
fis-3050	381	24	,	,	PUNCT
fis-3050	381	25	6(2	6(2	NUM
fis-3050	381	26	)	)	PUNCT
fis-3050	381	27	,	,	PUNCT
fis-3050	381	28	1750014	1750014	NUM
fis-3050	381	29	.	.	PUNCT
fis-3050	382	1	doi	doi	NOUN
fis-3050	382	2	:	:	PUNCT
fis-3050	382	3	10.1142	10.1142	NUM
fis-3050	382	4	/	/	SYM
fis-3050	382	5	s2047684117500142	s2047684117500142	ADJ
fis-3050	382	6	.	.	PUNCT
fis-3050	383	1	[	[	X
fis-3050	383	2	34	34	NUM
fis-3050	383	3	]	]	SYM
fis-3050	383	4	su	su	PROPN
fis-3050	383	5	,	,	PUNCT
fis-3050	383	6	t.	t.	PROPN
fis-3050	383	7	,	,	PUNCT
fis-3050	383	8	li	li	PROPN
fis-3050	383	9	,	,	PUNCT
fis-3050	383	10	z.	z.	PROPN
fis-3050	383	11	and	and	CCONJ
fis-3050	383	12	kahn	kahn	PROPN
fis-3050	383	13	,	,	PUNCT
fis-3050	383	14	r.	r.	PROPN
fis-3050	383	15	(	(	PUNCT
fis-3050	383	16	2020	2020	NUM
fis-3050	383	17	)	)	PUNCT
fis-3050	383	18	.	.	PUNCT
fis-3050	384	1	a	a	DET
fis-3050	384	2	new	new	ADJ
fis-3050	384	3	method	method	NOUN
fis-3050	384	4	to	to	PART
fis-3050	384	5	retrieve	retrieve	VERB
fis-3050	384	6	the	the	DET
fis-3050	384	7	diurnal	diurnal	ADJ
fis-3050	384	8	variability	variability	NOUN
fis-3050	384	9	of	of	ADP
fis-3050	384	10	planetary	planetary	ADJ
fis-3050	384	11	boundary	boundary	ADJ
fis-3050	384	12	layer	layer	NOUN
fis-3050	384	13	height	height	NOUN
fis-3050	384	14	from	from	ADP
fis-3050	384	15	lidar	lidar	NOUN
fis-3050	384	16	under	under	ADP
fis-3050	384	17	different	different	ADJ
fis-3050	384	18	thermodynamic	thermodynamic	ADJ
fis-3050	384	19	stability	stability	NOUN
fis-3050	384	20	conditions	condition	NOUN
fis-3050	384	21	,	,	PUNCT
fis-3050	384	22	remote	remote	ADJ
fis-3050	384	23	sensing	sensing	NOUN
fis-3050	384	24	of	of	ADP
fis-3050	384	25	environment	environment	NOUN
fis-3050	384	26	,	,	PUNCT
fis-3050	384	27	237	237	NUM
fis-3050	384	28	,	,	PUNCT
fis-3050	384	29	111519	111519	NUM
fis-3050	384	30	.	.	PUNCT
fis-3050	385	1	doi	doi	NOUN
fis-3050	385	2	:	:	PUNCT
fis-3050	385	3	10.1016	10.1016	NUM
fis-3050	385	4	/	/	SYM
fis-3050	385	5	j.rse.2019.111519	j.rse.2019.111519	PROPN
fis-3050	385	6	.	.	PUNCT
fis-3050	386	1	[	[	X
fis-3050	386	2	35	35	NUM
fis-3050	386	3	]	]	X
fis-3050	386	4	guetbi	guetbi	NOUN
fis-3050	386	5	,	,	PUNCT
fis-3050	386	6	c.	c.	PROPN
fis-3050	386	7	,	,	PUNCT
fis-3050	386	8	kouamé	kouamé	PROPN
fis-3050	386	9	,	,	PUNCT
fis-3050	386	10	d.	d.	PROPN
fis-3050	386	11	,	,	PUNCT
fis-3050	386	12	ouahabi	ouahabi	NOUN
fis-3050	386	13	,	,	PUNCT
fis-3050	386	14	a.	a.	NOUN
fis-3050	386	15	and	and	CCONJ
fis-3050	386	16	remenieras	remeniera	NOUN
fis-3050	386	17	,	,	PUNCT
fis-3050	386	18	j.-p	j.-p	PROPN
fis-3050	386	19	.	.	PUNCT
fis-3050	387	1	(	(	PUNCT
fis-3050	387	2	1997	1997	NUM
fis-3050	387	3	)	)	PUNCT
fis-3050	387	4	.	.	PUNCT
fis-3050	388	1	new	new	ADJ
fis-3050	388	2	emboli	emboli	NOUN
fis-3050	388	3	detection	detection	NOUN
fis-3050	388	4	methods	method	NOUN
fis-3050	388	5	[	[	X
fis-3050	388	6	doppler	doppler	NOUN
fis-3050	388	7	ultrasound	ultrasound	NOUN
fis-3050	388	8	]	]	PUNCT
fis-3050	388	9	,	,	PUNCT
fis-3050	388	10	1997	1997	NUM
fis-3050	388	11	ieee	ieee	NOUN
fis-3050	388	12	ultrasonics	ultrasonics	PROPN
fis-3050	388	13	symposium	symposium	NOUN
fis-3050	388	14	proceedings	proceeding	NOUN
fis-3050	388	15	,	,	PUNCT
fis-3050	388	16	an	an	DET
fis-3050	388	17	international	international	ADJ
fis-3050	388	18	symposium	symposium	NOUN
fis-3050	388	19	(	(	PUNCT
fis-3050	388	20	cat	cat	NOUN
fis-3050	388	21	.	.	PUNCT
fis-3050	389	1	no.97ch36118	no.97ch36118	PROPN
fis-3050	389	2	)	)	PUNCT
fis-3050	389	3	,	,	PUNCT
fis-3050	389	4	toronto	toronto	PROPN
fis-3050	389	5	,	,	PUNCT
fis-3050	389	6	on	on	ADP
fis-3050	389	7	,	,	PUNCT
fis-3050	389	8	canada	canada	PROPN
fis-3050	389	9	,	,	PUNCT
fis-3050	389	10	5–8	5–8	PROPN
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fis-3050	389	12	,	,	PUNCT
fis-3050	389	13	pp	pp	X
fis-3050	389	14	.	.	PUNCT
fis-3050	390	1	1119–1122	1119–1122	NUM
fis-3050	390	2	.	.	PUNCT
fis-3050	391	1	doi	doi	NOUN
fis-3050	391	2	:	:	PUNCT
fis-3050	391	3	10.1109	10.1109	NUM
fis-3050	391	4	/	/	SYM
fis-3050	391	5	ultsym.1997.661775	ultsym.1997.661775	PROPN
fis-3050	391	6	.	.	PUNCT
fis-3050	392	1	[	[	X
fis-3050	392	2	36	36	NUM
fis-3050	392	3	]	]	PUNCT
fis-3050	392	4	ouahabi	ouahabi	NOUN
fis-3050	392	5	,	,	PUNCT
fis-3050	392	6	a.	a.	NOUN
fis-3050	392	7	(	(	PUNCT
fis-3050	392	8	2010	2010	NUM
fis-3050	392	9	)	)	PUNCT
fis-3050	392	10	.	.	PUNCT
fis-3050	393	1	multifractal	multifractal	ADJ
fis-3050	393	2	analysis	analysis	NOUN
fis-3050	393	3	for	for	ADP
fis-3050	393	4	texture	texture	ADJ
fis-3050	393	5	characterization	characterization	NOUN
fis-3050	393	6	:	:	PUNCT
fis-3050	393	7	a	a	DET
fis-3050	393	8	new	new	ADJ
fis-3050	393	9	approach	approach	NOUN
fis-3050	393	10	based	base	VERB
fis-3050	393	11	on	on	ADP
fis-3050	393	12	dwt	dwt	PROPN
fis-3050	393	13	,	,	PUNCT
fis-3050	393	14	proceedings	proceeding	NOUN
fis-3050	393	15	of	of	ADP
fis-3050	393	16	the	the	DET
fis-3050	393	17	10th	10th	ADJ
fis-3050	393	18	international	international	ADJ
fis-3050	393	19	conference	conference	NOUN
fis-3050	393	20	on	on	ADP
fis-3050	393	21	information	information	NOUN
fis-3050	393	22	science	science	NOUN
fis-3050	393	23	,	,	PUNCT
fis-3050	393	24	signal	signal	NOUN
fis-3050	393	25	processing	processing	NOUN
fis-3050	393	26	and	and	CCONJ
fis-3050	393	27	their	their	PRON
fis-3050	393	28	applications	application	NOUN
fis-3050	393	29	(	(	PUNCT
fis-3050	393	30	ieee	ieee	NOUN
fis-3050	393	31	/	/	SYM
fis-3050	393	32	isspa	isspa	NOUN
fis-3050	393	33	)	)	PUNCT
fis-3050	393	34	,	,	PUNCT
fis-3050	393	35	kuala	kuala	PROPN
fis-3050	393	36	lumpur	lumpur	PROPN
fis-3050	393	37	,	,	PUNCT
fis-3050	393	38	malaysia	malaysia	PROPN
fis-3050	393	39	,	,	PUNCT
fis-3050	393	40	10–13	10–13	PROPN
fis-3050	393	41	may	may	AUX
fis-3050	393	42	,	,	PUNCT
fis-3050	393	43	pp	pp	ADV
fis-3050	393	44	.	.	PUNCT
fis-3050	394	1	698–703	698–703	NUM
fis-3050	394	2	.	.	PUNCT
fis-3050	395	1	doi	doi	NOUN
fis-3050	395	2	:	:	PUNCT
fis-3050	395	3	10.1109	10.1109	NUM
fis-3050	395	4	/	/	SYM
fis-3050	395	5	isspa.2010.5605576	isspa.2010.5605576	NOUN
fis-3050	395	6	.	.	PUNCT
fis-3050	396	1	[	[	X
fis-3050	396	2	37	37	NUM
fis-3050	396	3	]	]	PUNCT
fis-3050	396	4	djeddi	djeddi	NOUN
fis-3050	396	5	,	,	PUNCT
fis-3050	396	6	m.	m.	NOUN
fis-3050	396	7	,	,	PUNCT
fis-3050	396	8	ouahabi	ouahabi	NOUN
fis-3050	396	9	,	,	PUNCT
fis-3050	396	10	a.	a.	NOUN
fis-3050	396	11	,	,	PUNCT
fis-3050	396	12	batatia	batatia	PROPN
fis-3050	396	13	,	,	PUNCT
fis-3050	396	14	h.	h.	PROPN
fis-3050	396	15	,	,	PUNCT
fis-3050	396	16	basarab	basarab	PROPN
fis-3050	396	17	,	,	PUNCT
fis-3050	396	18	a.	a.	NOUN
fis-3050	396	19	and	and	CCONJ
fis-3050	396	20	kouamé	kouamé	PROPN
fis-3050	396	21	,	,	PUNCT
fis-3050	396	22	d.	d.	PROPN
fis-3050	396	23	(	(	PUNCT
fis-3050	396	24	2010	2010	NUM
fis-3050	396	25	)	)	PUNCT
fis-3050	396	26	.	.	PUNCT
fis-3050	397	1	discrete	discrete	ADJ
fis-3050	397	2	wavelet	wavelet	NOUN
fis-3050	397	3	transform	transform	NOUN
fis-3050	397	4	for	for	ADP
fis-3050	397	5	multifractal	multifractal	ADJ
fis-3050	397	6	texture	texture	ADJ
fis-3050	397	7	classification	classification	NOUN
fis-3050	397	8	:	:	PUNCT
fis-3050	397	9	application	application	NOUN
fis-3050	397	10	to	to	ADP
fis-3050	397	11	ultrasound	ultrasound	ADJ
fis-3050	397	12	imaging	imaging	NOUN
fis-3050	397	13	,	,	PUNCT
fis-3050	397	14	proceedings	proceeding	NOUN
fis-3050	397	15	of	of	ADP
fis-3050	397	16	the	the	DET
fis-3050	397	17	17th	17th	ADJ
fis-3050	397	18	ieee	ieee	NOUN
fis-3050	397	19	international	international	ADJ
fis-3050	397	20	conference	conference	NOUN
fis-3050	397	21	on	on	ADP
fis-3050	397	22	image	image	NOUN
fis-3050	397	23	processing	processing	NOUN
fis-3050	397	24	(	(	PUNCT
fis-3050	397	25	icip	icip	PROPN
fis-3050	397	26	)	)	PUNCT
fis-3050	397	27	,	,	PUNCT
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fis-3050	397	30	,	,	PUNCT
fis-3050	397	31	china	china	PROPN
fis-3050	397	32	,	,	PUNCT
fis-3050	397	33	26–29	26–29	PROPN
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fis-3050	397	35	,	,	PUNCT
fis-3050	397	36	pp	pp	ADP
fis-3050	397	37	.	.	PUNCT
fis-3050	398	1	637–640	637–640	NUM
fis-3050	398	2	.	.	PUNCT
fis-3050	399	1	doi	doi	NOUN
fis-3050	399	2	:	:	PUNCT
fis-3050	399	3	10.1109	10.1109	NUM
fis-3050	399	4	/	/	SYM
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fis-3050	399	6	.	.	PUNCT
fis-3050	400	1	[	[	X
fis-3050	400	2	38	38	NUM
fis-3050	400	3	]	]	SYM
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fis-3050	400	5	,	,	PUNCT
fis-3050	400	6	k.	k.	PROPN
fis-3050	400	7	and	and	CCONJ
fis-3050	400	8	kim	kim	PROPN
fis-3050	400	9	,	,	PUNCT
fis-3050	400	10	h.-g	h.-g	PROPN
fis-3050	400	11	.	.	PUNCT
fis-3050	401	1	(	(	PUNCT
fis-3050	401	2	2019	2019	NUM
fis-3050	401	3	)	)	PUNCT
fis-3050	401	4	.	.	PUNCT
fis-3050	402	1	research	research	NOUN
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fis-3050	402	3	application	application	NOUN
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fis-3050	402	5	multimedia	multimedia	NOUN
fis-3050	402	6	image	image	NOUN
fis-3050	402	7	processing	processing	NOUN
fis-3050	402	8	technology	technology	NOUN
fis-3050	402	9	based	base	VERB
fis-3050	402	10	on	on	ADP
fis-3050	402	11	wavelet	wavelet	NOUN
fis-3050	402	12	transform	transform	NOUN
fis-3050	402	13	,	,	PUNCT
fis-3050	402	14	eurasip	eurasip	NOUN
fis-3050	402	15	journal	journal	PROPN
fis-3050	402	16	on	on	ADP
fis-3050	402	17	image	image	NOUN
fis-3050	402	18	and	and	CCONJ
fis-3050	402	19	video	video	NOUN
fis-3050	402	20	processing	processing	NOUN
fis-3050	402	21	,	,	PUNCT
fis-3050	402	22	24	24	NUM
fis-3050	402	23	.	.	PUNCT
fis-3050	402	24	doi	doi	NOUN
fis-3050	402	25	:	:	PUNCT
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fis-3050	402	27	/	/	SYM
fis-3050	402	28	s13640	s13640	VERB
fis-3050	402	29	-	-	PUNCT
fis-3050	402	30	018	018	NUM
fis-3050	402	31	-	-	PUNCT
fis-3050	402	32	0396	0396	NUM
fis-3050	402	33	-	-	SYM
fis-3050	402	34	1	1	NUM
fis-3050	402	35	.	.	PUNCT
fis-3050	403	1	[	[	X
fis-3050	403	2	39	39	NUM
fis-3050	403	3	]	]	PUNCT
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fis-3050	403	5	,	,	PUNCT
fis-3050	403	6	h.	h.	PROPN
fis-3050	403	7	,	,	PUNCT
fis-3050	403	8	ouahabi	ouahabi	NOUN
fis-3050	403	9	,	,	PUNCT
fis-3050	403	10	a.	a.	NOUN
fis-3050	403	11	and	and	CCONJ
fis-3050	403	12	boudraa	boudraa	PROPN
fis-3050	403	13	,	,	PUNCT
fis-3050	403	14	b.	b.	PROPN
fis-3050	403	15	(	(	PUNCT
fis-3050	403	16	2019	2019	NUM
fis-3050	403	17	)	)	PUNCT
fis-3050	403	18	.	.	PUNCT
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fis-3050	404	2	mobile	mobile	ADJ
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fis-3050	404	4	system	system	NOUN
fis-3050	404	5	design	design	NOUN
fis-3050	404	6	for	for	ADP
fis-3050	404	7	rayleigh	rayleigh	PROPN
fis-3050	404	8	environments	environment	NOUN
fis-3050	404	9	based	base	VERB
fis-3050	404	10	on	on	ADP
fis-3050	404	11	compressed	compressed	ADJ
fis-3050	404	12	sensing	sensing	NOUN
fis-3050	404	13	-	-	PUNCT
fis-3050	404	14	source	source	NOUN
fis-3050	404	15	coding	coding	NOUN
fis-3050	404	16	,	,	PUNCT
fis-3050	404	17	iet	iet	PROPN
fis-3050	404	18	communications	communication	NOUN
fis-3050	404	19	,	,	PUNCT
fis-3050	404	20	13(15	13(15	NUM
fis-3050	404	21	)	)	PUNCT
fis-3050	404	22	,	,	PUNCT
fis-3050	404	23	pp	pp	PROPN
fis-3050	404	24	.	.	PUNCT
fis-3050	405	1	2375–2385	2375–2385	NUM
fis-3050	405	2	.	.	PUNCT
fis-3050	405	3	a.	a.	PROPN
fis-3050	405	4	arbaoui	arbaoui	PROPN
fis-3050	405	5	et	et	PROPN
fis-3050	405	6	alii	alii	PROPN
fis-3050	405	7	,	,	PUNCT
fis-3050	405	8	frattura	frattura	PROPN
fis-3050	405	9	ed	ed	PROPN
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fis-3050	405	12	,	,	PUNCT
fis-3050	405	13	58	58	NUM
fis-3050	405	14	(	(	PUNCT
fis-3050	405	15	2021	2021	NUM
fis-3050	405	16	)	)	PUNCT
fis-3050	405	17	33	33	NUM
fis-3050	405	18	-	-	SYM
fis-3050	405	19	47	47	NUM
fis-3050	405	20	;	;	PUNCT
fis-3050	405	21	doi	doi	NOUN
fis-3050	405	22	:	:	PUNCT
fis-3050	405	23	10.3221	10.3221	NUM
fis-3050	405	24	/	/	SYM
fis-3050	405	25	igf	igf	PROPN
fis-3050	405	26	-	-	ADJ
fis-3050	405	27	esis.58.03	esis.58.03	PROPN
fis-3050	405	28	47	47	NUM
fis-3050	405	29	doi	doi	NOUN
fis-3050	405	30	:	:	PUNCT
fis-3050	405	31	10.1049	10.1049	NUM
fis-3050	405	32	/	/	SYM
fis-3050	405	33	iet	iet	PROPN
fis-3050	405	34	-	-	PUNCT
fis-3050	405	35	com.2018.5348	com.2018.5348	NOUN
fis-3050	405	36	.	.	PUNCT
fis-3050	406	1	[	[	X
fis-3050	406	2	40	40	NUM
fis-3050	406	3	]	]	PUNCT
fis-3050	406	4	haneche	haneche	NOUN
fis-3050	406	5	,	,	PUNCT
fis-3050	406	6	h.	h.	PROPN
fis-3050	406	7	,	,	PUNCT
fis-3050	406	8	boudraa	boudraa	NOUN
fis-3050	406	9	,	,	PUNCT
fis-3050	406	10	b.	b.	PROPN
fis-3050	406	11	and	and	CCONJ
fis-3050	406	12	ouahabi	ouahabi	NOUN
fis-3050	406	13	,	,	PUNCT
fis-3050	406	14	a.	a.	NOUN
fis-3050	406	15	(	(	PUNCT
fis-3050	406	16	2020	2020	NUM
fis-3050	406	17	)	)	PUNCT
fis-3050	406	18	.	.	PUNCT
fis-3050	407	1	a	a	DET
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fis-3050	407	3	way	way	NOUN
fis-3050	407	4	to	to	PART
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fis-3050	407	6	speech	speech	NOUN
fis-3050	407	7	signal	signal	NOUN
fis-3050	407	8	based	base	VERB
fis-3050	407	9	on	on	ADP
fis-3050	407	10	compressed	compressed	ADJ
fis-3050	407	11	sensing	sensing	NOUN
fis-3050	407	12	,	,	PUNCT
fis-3050	407	13	measurement	measurement	NOUN
fis-3050	407	14	,	,	PUNCT
fis-3050	407	15	151	151	NUM
fis-3050	407	16	,	,	PUNCT
fis-3050	407	17	pp	pp	ADJ
fis-3050	407	18	.	.	PUNCT
fis-3050	408	1	107–117	107–117	NUM
fis-3050	408	2	.	.	PUNCT
fis-3050	409	1	doi	doi	NOUN
fis-3050	409	2	:	:	PUNCT
fis-3050	409	3	10.1016	10.1016	NUM
fis-3050	409	4	/	/	SYM
fis-3050	409	5	j.measurement.2019.107117	j.measurement.2019.107117	NOUN
fis-3050	409	6	.	.	PUNCT
fis-3050	410	1	[	[	X
fis-3050	410	2	41	41	NUM
fis-3050	410	3	]	]	PUNCT
fis-3050	410	4	ait	ait	ADJ
fis-3050	410	5	aouit	aouit	NOUN
fis-3050	410	6	,	,	PUNCT
fis-3050	410	7	d.	d.	PROPN
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fis-3050	410	9	ouahabi	ouahabi	NOUN
fis-3050	410	10	a.	a.	NOUN
fis-3050	410	11	(	(	PUNCT
fis-3050	410	12	2008	2008	NUM
fis-3050	410	13	)	)	PUNCT
fis-3050	410	14	.	.	PUNCT
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fis-3050	411	2	crack	crack	NOUN
fis-3050	411	3	growth	growth	NOUN
fis-3050	411	4	using	use	VERB
fis-3050	411	5	thermography	thermography	NOUN
fis-3050	411	6	,	,	PUNCT
fis-3050	411	7	comptes	compte	VERB
fis-3050	411	8	rendus	rendus	PROPN
fis-3050	411	9	mécanique	mécanique	PROPN
fis-3050	411	10	,	,	PUNCT
fis-3050	411	11	336	336	NUM
fis-3050	411	12	,	,	PUNCT
fis-3050	411	13	pp	pp	ADJ
fis-3050	411	14	.	.	PUNCT
fis-3050	412	1	677–683	677–683	NUM
fis-3050	412	2	.	.	PUNCT
fis-3050	413	1	doi	doi	NOUN
fis-3050	413	2	:	:	PUNCT
fis-3050	413	3	10.1016	10.1016	NUM
fis-3050	413	4	/	/	SYM
fis-3050	413	5	j.crme.2008.06.001	j.crme.2008.06.001	PROPN
fis-3050	413	6	.	.	PUNCT
fis-3050	414	1	[	[	X
fis-3050	414	2	42	42	NUM
fis-3050	414	3	]	]	X
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fis-3050	414	5	,	,	PUNCT
fis-3050	414	6	j.-m	j.-m	NOUN
fis-3050	414	7	.	.	PUNCT
fis-3050	414	8	,	,	PUNCT
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fis-3050	414	10	,	,	PUNCT
fis-3050	414	11	d.	d.	PROPN
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fis-3050	414	14	,	,	PUNCT
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fis-3050	414	16	(	(	PUNCT
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fis-3050	414	18	)	)	PUNCT
fis-3050	414	19	.	.	PUNCT
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fis-3050	415	11	,	,	PUNCT
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fis-3050	415	14	,	,	PUNCT
fis-3050	415	15	90(9	90(9	NUM
fis-3050	415	16	)	)	PUNCT
fis-3050	415	17	,	,	PUNCT
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fis-3050	416	2	.	.	PUNCT
fis-3050	417	1	doi	doi	NOUN
fis-3050	417	2	:	:	PUNCT
fis-3050	417	3	10.1016	10.1016	NUM
fis-3050	417	4	/	/	SYM
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fis-3050	418	1	[	[	X
fis-3050	418	2	43	43	NUM
fis-3050	418	3	]	]	PUNCT
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fis-3050	418	7	d.	d.	PROPN
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fis-3050	418	12	(	(	PUNCT
fis-3050	418	13	2011	2011	NUM
fis-3050	418	14	)	)	PUNCT
fis-3050	418	15	.	.	PUNCT
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fis-3050	419	8	combined	combine	VERB
fis-3050	419	9	with	with	ADP
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fis-3050	419	11	,	,	PUNCT
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fis-3050	419	15	,	,	PUNCT
fis-3050	419	16	patterns	pattern	NOUN
fis-3050	419	17	,	,	PUNCT
fis-3050	419	18	and	and	CCONJ
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fis-3050	419	22	and	and	CCONJ
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fis-3050	419	24	,	,	PUNCT
fis-3050	419	25	19(18	19(18	NUM
fis-3050	419	26	)	)	PUNCT
fis-3050	419	27	,	,	PUNCT
fis-3050	419	28	pp	pp	ADP
fis-3050	419	29	.	.	PUNCT
fis-3050	420	1	175–183	175–183	NUM
fis-3050	420	2	.	.	PUNCT
fis-3050	420	3	doi	doi	NOUN
fis-3050	420	4	:	:	PUNCT
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fis-3050	421	1	[	[	X
fis-3050	421	2	44	44	NUM
fis-3050	421	3	]	]	PUNCT
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fis-3050	421	5	,	,	PUNCT
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fis-3050	421	10	s.	s.	PROPN
fis-3050	421	11	(	(	PUNCT
fis-3050	421	12	2011	2011	NUM
fis-3050	421	13	)	)	PUNCT
fis-3050	421	14	.	.	PUNCT
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fis-3050	422	2	-	-	PUNCT
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fis-3050	422	4	multifractal	multifractal	ADJ
fis-3050	422	5	analysis	analysis	NOUN
fis-3050	422	6	of	of	ADP
fis-3050	422	7	1	1	NUM
fis-3050	422	8	-	-	PUNCT
fis-3050	422	9	d	d	NOUN
fis-3050	422	10	and	and	CCONJ
fis-3050	422	11	2	2	NUM
fis-3050	422	12	-	-	PUNCT
fis-3050	422	13	d	d	NOUN
fis-3050	422	14	signals	signal	NOUN
fis-3050	422	15	:	:	PUNCT
fis-3050	422	16	new	new	ADJ
fis-3050	422	17	results	result	NOUN
fis-3050	422	18	,	,	PUNCT
fis-3050	422	19	analog	analog	NOUN
fis-3050	422	20	integrated	integrate	VERB
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fis-3050	422	22	and	and	CCONJ
fis-3050	422	23	signal	signal	NOUN
fis-3050	422	24	processing	processing	NOUN
fis-3050	422	25	,	,	PUNCT
fis-3050	422	26	69(1	69(1	NUM
fis-3050	422	27	)	)	PUNCT
fis-3050	422	28	,	,	PUNCT
fis-3050	422	29	pp	pp	PROPN
fis-3050	422	30	.	.	PUNCT
fis-3050	423	1	3–15	3–15	PROPN
fis-3050	423	2	.	.	PUNCT
fis-3050	424	1	doi	doi	NOUN
fis-3050	424	2	:	:	PUNCT
fis-3050	424	3	10.1007	10.1007	NUM
fis-3050	424	4	/	/	SYM
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fis-3050	424	6	-	-	PUNCT
fis-3050	424	7	011	011	NUM
fis-3050	424	8	-	-	PUNCT
fis-3050	424	9	9620	9620	NUM
fis-3050	424	10	-	-	PUNCT
fis-3050	424	11	y.	y.	NOUN
fis-3050	425	1	[	[	X
fis-3050	425	2	45	45	NUM
fis-3050	425	3	]	]	X
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fis-3050	425	5	,	,	PUNCT
fis-3050	425	6	s.	s.	PROPN
fis-3050	425	7	,	,	PUNCT
fis-3050	425	8	caldeira	caldeira	PROPN
fis-3050	425	9	,	,	PUNCT
fis-3050	425	10	a.	a.	PROPN
fis-3050	425	11	,	,	PUNCT
fis-3050	425	12	batut	batut	PROPN
fis-3050	425	13	,	,	PUNCT
fis-3050	425	14	n.	n.	PROPN
fis-3050	425	15	,	,	PUNCT
fis-3050	425	16	schellmanns	schellmanns	PROPN
fis-3050	425	17	,	,	PUNCT
fis-3050	425	18	a.	a.	PROPN
fis-3050	425	19	,	,	PUNCT
fis-3050	425	20	leroy	leroy	PROPN
fis-3050	425	21	,	,	PUNCT
fis-3050	425	22	r.	r.	PROPN
fis-3050	425	23	and	and	CCONJ
fis-3050	425	24	gonthier	gonthier	PROPN
fis-3050	425	25	,	,	PUNCT
fis-3050	425	26	l.	l.	PROPN
fis-3050	425	27	(	(	PUNCT
fis-3050	425	28	2012	2012	NUM
fis-3050	425	29	)	)	PUNCT
fis-3050	425	30	.	.	PUNCT
fis-3050	426	1	lifetime	lifetime	NOUN
fis-3050	426	2	prediction	prediction	NOUN
fis-3050	426	3	modeling	modeling	NOUN
fis-3050	426	4	of	of	ADP
fis-3050	426	5	non	non	ADJ
fis-3050	426	6	-	-	ADJ
fis-3050	426	7	insulated	insulated	ADJ
fis-3050	426	8	to-220ab	to-220ab	PROPN
fis-3050	426	9	packages	package	NOUN
fis-3050	426	10	with	with	ADP
fis-3050	426	11	lead	lead	NOUN
fis-3050	426	12	-	-	PUNCT
fis-3050	426	13	based	base	VERB
fis-3050	426	14	solder	solder	NOUN
fis-3050	426	15	joints	joint	NOUN
fis-3050	426	16	during	during	ADP
fis-3050	426	17	power	power	NOUN
fis-3050	426	18	cycling	cycling	NOUN
fis-3050	426	19	,	,	PUNCT
fis-3050	426	20	microelectronics	microelectronic	NOUN
fis-3050	426	21	reliability	reliability	NOUN
fis-3050	426	22	,	,	PUNCT
fis-3050	426	23	52(1	52(1	NOUN
fis-3050	426	24	)	)	PUNCT
fis-3050	426	25	,	,	PUNCT
fis-3050	426	26	pp	pp	ADP
fis-3050	426	27	.	.	PUNCT
fis-3050	427	1	212–216	212–216	NUM
fis-3050	427	2	.	.	X
fis-3050	427	3	doi	doi	NOUN
fis-3050	427	4	:	:	PUNCT
fis-3050	427	5	10.1016	10.1016	NUM
fis-3050	427	6	/	/	SYM
fis-3050	427	7	j.microrel.2011.08.017	j.microrel.2011.08.017	PROPN
fis-3050	427	8	.	.	PUNCT
fis-3050	428	1	[	[	X
fis-3050	428	2	46	46	NUM
fis-3050	428	3	]	]	X
fis-3050	428	4	calvez	calvez	NOUN
fis-3050	428	5	,	,	PUNCT
fis-3050	428	6	d.	d.	PROPN
fis-3050	428	7	,	,	PUNCT
fis-3050	428	8	roqueta	roqueta	PROPN
fis-3050	428	9	,	,	PUNCT
fis-3050	428	10	f.	f.	PROPN
fis-3050	428	11	,	,	PUNCT
fis-3050	428	12	jacques	jacques	PROPN
fis-3050	428	13	,	,	PUNCT
fis-3050	428	14	s.	s.	PROPN
fis-3050	428	15	,	,	PUNCT
fis-3050	428	16	béchou	béchou	PROPN
fis-3050	428	17	,	,	PUNCT
fis-3050	428	18	l.	l.	PROPN
fis-3050	428	19	,	,	PUNCT
fis-3050	428	20	ousten	ousten	ADJ
fis-3050	428	21	,	,	PUNCT
fis-3050	428	22	y.	y.	PROPN
fis-3050	428	23	and	and	CCONJ
fis-3050	428	24	ducret	ducret	PROPN
fis-3050	428	25	,	,	PUNCT
fis-3050	428	26	s.	s.	PROPN
fis-3050	428	27	(	(	PUNCT
fis-3050	428	28	2014	2014	NUM
fis-3050	428	29	)	)	PUNCT
fis-3050	428	30	.	.	PUNCT
fis-3050	429	1	crack	crack	VERB
fis-3050	429	2	propagation	propagation	NOUN
fis-3050	429	3	modeling	modeling	NOUN
fis-3050	429	4	in	in	ADP
fis-3050	429	5	silicon	silicon	NOUN
fis-3050	429	6	:	:	PUNCT
fis-3050	429	7	a	a	DET
fis-3050	429	8	comprehensive	comprehensive	ADJ
fis-3050	429	9	thermo	thermo	NOUN
fis-3050	429	10	-	-	PUNCT
fis-3050	429	11	mechanical	mechanical	ADJ
fis-3050	429	12	fem	fem	NOUN
fis-3050	429	13	approach	approach	NOUN
fis-3050	429	14	for	for	ADP
fis-3050	429	15	power	power	NOUN
fis-3050	429	16	devices	device	NOUN
fis-3050	429	17	,	,	PUNCT
fis-3050	429	18	ieee	ieee	NOUN
fis-3050	429	19	transactions	transaction	NOUN
fis-3050	429	20	on	on	ADP
fis-3050	429	21	components	component	NOUN
fis-3050	429	22	packaging	packaging	NOUN
fis-3050	429	23	manufacturing	manufacturing	NOUN
fis-3050	429	24	technologies	technology	NOUN
fis-3050	429	25	,	,	PUNCT
fis-3050	429	26	4(2	4(2	NUM
fis-3050	429	27	)	)	PUNCT
fis-3050	429	28	,	,	PUNCT
fis-3050	429	29	pp	pp	ADP
fis-3050	429	30	.	.	PUNCT
fis-3050	430	1	360–366	360–366	NUM
fis-3050	430	2	.	.	PUNCT
fis-3050	431	1	doi	doi	NOUN
fis-3050	431	2	:	:	PUNCT
fis-3050	431	3	10.1109	10.1109	NUM
fis-3050	431	4	/	/	SYM
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fis-3050	431	6	.	.	PUNCT
fis-3050	432	1	[	[	X
fis-3050	432	2	47	47	NUM
fis-3050	432	3	]	]	X
fis-3050	432	4	alzubi	alzubi	PROPN
fis-3050	432	5	,	,	PUNCT
fis-3050	432	6	s.	s.	PROPN
fis-3050	432	7	,	,	PUNCT
fis-3050	432	8	islam	islam	PROPN
fis-3050	432	9	,	,	PUNCT
fis-3050	432	10	n.	n.	PROPN
fis-3050	432	11	and	and	CCONJ
fis-3050	432	12	abbod	abbod	PROPN
fis-3050	432	13	,	,	PUNCT
fis-3050	432	14	m.	m.	NOUN
fis-3050	432	15	(	(	PUNCT
fis-3050	432	16	2011	2011	NUM
fis-3050	432	17	)	)	PUNCT
fis-3050	432	18	.	.	PUNCT
fis-3050	433	1	multiresolution	multiresolution	NOUN
fis-3050	433	2	analysis	analysis	NOUN
fis-3050	433	3	using	use	VERB
fis-3050	433	4	wavelet	wavelet	NOUN
fis-3050	433	5	,	,	PUNCT
fis-3050	433	6	ridgelet	ridgelet	ADJ
fis-3050	433	7	,	,	PUNCT
fis-3050	433	8	and	and	CCONJ
fis-3050	433	9	curvelet	curvelet	NOUN
fis-3050	433	10	transforms	transform	VERB
fis-3050	433	11	for	for	ADP
fis-3050	433	12	medical	medical	ADJ
fis-3050	433	13	image	image	NOUN
fis-3050	433	14	segmentation	segmentation	NOUN
fis-3050	433	15	,	,	PUNCT
fis-3050	433	16	international	international	ADJ
fis-3050	433	17	journal	journal	NOUN
fis-3050	433	18	of	of	ADP
fis-3050	433	19	biomedical	biomedical	ADJ
fis-3050	433	20	imaging	imaging	NOUN
fis-3050	433	21	,	,	PUNCT
fis-3050	433	22	2011	2011	NUM
fis-3050	433	23	.	.	PUNCT
fis-3050	434	1	doi	doi	NOUN
fis-3050	434	2	:	:	PUNCT
fis-3050	434	3	10.1155/2011/136034	10.1155/2011/136034	NUM
fis-3050	434	4	.	.	PUNCT
fis-3050	435	1	[	[	X
fis-3050	435	2	48	48	NUM
fis-3050	435	3	]	]	X
fis-3050	435	4	anila	anila	PROPN
fis-3050	435	5	,	,	PUNCT
fis-3050	435	6	s.	s.	PROPN
fis-3050	435	7	,	,	PUNCT
fis-3050	435	8	sivaraju	sivaraju	PROPN
fis-3050	435	9	,	,	PUNCT
fis-3050	435	10	s.s	s.s	PROPN
fis-3050	435	11	.	.	PROPN
fis-3050	435	12	and	and	CCONJ
fis-3050	435	13	devarajan	devarajan	NOUN
fis-3050	435	14	,	,	PUNCT
fis-3050	435	15	n.	n.	NOUN
fis-3050	435	16	(	(	PUNCT
fis-3050	435	17	2017	2017	NUM
fis-3050	435	18	)	)	PUNCT
fis-3050	435	19	.	.	PUNCT
fis-3050	436	1	a	a	DET
fis-3050	436	2	new	new	ADJ
fis-3050	436	3	contourlet	contourlet	NOUN
fis-3050	436	4	based	base	VERB
fis-3050	436	5	multiresolution	multiresolution	NOUN
fis-3050	436	6	approximation	approximation	NOUN
fis-3050	436	7	for	for	ADP
fis-3050	436	8	mri	mri	NOUN
fis-3050	436	9	image	image	NOUN
fis-3050	436	10	noise	noise	NOUN
fis-3050	436	11	removal	removal	NOUN
fis-3050	436	12	.	.	PUNCT
fis-3050	437	1	national	national	PROPN
fis-3050	437	2	academy	academy	PROPN
fis-3050	437	3	science	science	PROPN
fis-3050	437	4	letters	letter	NOUN
fis-3050	437	5	,	,	PUNCT
fis-3050	437	6	40	40	NUM
fis-3050	437	7	,	,	PUNCT
fis-3050	437	8	pp	pp	ADJ
fis-3050	437	9	.	.	PUNCT
fis-3050	438	1	39–41	39–41	NUM
fis-3050	438	2	.	.	PUNCT
fis-3050	439	1	doi	doi	NOUN
fis-3050	439	2	:	:	PUNCT
fis-3050	439	3	10.1007	10.1007	NUM
fis-3050	439	4	/	/	SYM
fis-3050	439	5	s40009	s40009	NOUN
fis-3050	439	6	-	-	PUNCT
fis-3050	439	7	016	016	NUM
fis-3050	439	8	-	-	PUNCT
fis-3050	439	9	0498	0498	NUM
fis-3050	439	10	-	-	PUNCT
fis-3050	439	11	1	1	NUM
fis-3050	439	12	.	.	PUNCT
fis-3050	440	1	[	[	X
fis-3050	440	2	49	49	NUM
fis-3050	440	3	]	]	X
fis-3050	440	4	kafieh	kafieh	PROPN
fis-3050	440	5	,	,	PUNCT
fis-3050	440	6	r.	r.	PROPN
fis-3050	440	7	,	,	PUNCT
fis-3050	440	8	rabbani	rabbani	PROPN
fis-3050	440	9	,	,	PUNCT
fis-3050	440	10	h.	h.	PROPN
fis-3050	440	11	and	and	CCONJ
fis-3050	440	12	g.	g.	PROPN
fis-3050	440	13	unal	unal	PROPN
fis-3050	440	14	.	.	PUNCT
fis-3050	441	1	(	(	PUNCT
fis-3050	441	2	2019	2019	NUM
fis-3050	441	3	)	)	PUNCT
fis-3050	441	4	.	.	PUNCT
fis-3050	442	1	bandlets	bandlet	NOUN
fis-3050	442	2	on	on	ADP
fis-3050	442	3	oriented	orient	VERB
fis-3050	442	4	graphs	graph	NOUN
fis-3050	442	5	:	:	PUNCT
fis-3050	442	6	application	application	NOUN
fis-3050	442	7	to	to	ADP
fis-3050	442	8	medical	medical	ADJ
fis-3050	442	9	image	image	NOUN
fis-3050	442	10	enhancement	enhancement	NOUN
fis-3050	442	11	,	,	PUNCT
fis-3050	442	12	ieee	ieee	NOUN
fis-3050	442	13	access	access	NOUN
fis-3050	442	14	,	,	PUNCT
fis-3050	442	15	7	7	NUM
fis-3050	442	16	,	,	PUNCT
fis-3050	442	17	pp	pp	ADJ
fis-3050	442	18	.	.	PUNCT
fis-3050	442	19	32589–32601	32589–32601	NUM
fis-3050	442	20	.	.	PUNCT
fis-3050	443	1	doi	doi	NOUN
fis-3050	443	2	:	:	PUNCT
fis-3050	443	3	10.1109	10.1109	NUM
fis-3050	443	4	/	/	SYM
fis-3050	443	5	access.2019.2903467	access.2019.2903467	NOUN
fis-3050	443	6	.	.	PUNCT
fis-3050	444	1	[	[	X
fis-3050	444	2	50	50	NUM
fis-3050	444	3	]	]	PUNCT
fis-3050	444	4	pan	pan	PROPN
fis-3050	444	5	,	,	PUNCT
fis-3050	444	6	y.	y.	PROPN
fis-3050	444	7	and	and	CCONJ
fis-3050	444	8	zhang	zhang	PROPN
fis-3050	444	9	,	,	PUNCT
fis-3050	444	10	l.	l.	PROPN
fis-3050	444	11	(	(	PUNCT
fis-3050	444	12	2021	2021	NUM
fis-3050	444	13	)	)	PUNCT
fis-3050	444	14	.	.	PUNCT
fis-3050	445	1	roles	role	NOUN
fis-3050	445	2	of	of	ADP
fis-3050	445	3	artificial	artificial	ADJ
fis-3050	445	4	intelligence	intelligence	NOUN
fis-3050	445	5	in	in	ADP
fis-3050	445	6	construction	construction	NOUN
fis-3050	445	7	engineering	engineering	NOUN
fis-3050	445	8	and	and	CCONJ
fis-3050	445	9	management	management	NOUN
fis-3050	445	10	:	:	PUNCT
fis-3050	445	11	a	a	DET
fis-3050	445	12	critical	critical	ADJ
fis-3050	445	13	review	review	NOUN
fis-3050	445	14	and	and	CCONJ
fis-3050	445	15	future	future	ADJ
fis-3050	445	16	trends	trend	NOUN
fis-3050	445	17	,	,	PUNCT
fis-3050	445	18	automation	automation	NOUN
fis-3050	445	19	in	in	ADP
fis-3050	445	20	construction	construction	NOUN
fis-3050	445	21	,	,	PUNCT
fis-3050	445	22	122	122	NUM
fis-3050	445	23	,	,	PUNCT
fis-3050	445	24	103517	103517	NUM
fis-3050	445	25	.	.	PUNCT
fis-3050	446	1	doi	doi	NOUN
fis-3050	446	2	:	:	PUNCT
fis-3050	446	3	10.1016	10.1016	NUM
fis-3050	446	4	/	/	SYM
fis-3050	446	5	j.autcon.2020.103517	j.autcon.2020.103517	PROPN
fis-3050	446	6	.	.	PUNCT
fis-3050	447	1	[	[	X
fis-3050	447	2	51	51	NUM
fis-3050	447	3	]	]	PUNCT
fis-3050	447	4	adjabi	adjabi	NOUN
fis-3050	447	5	,	,	PUNCT
fis-3050	447	6	i.	i.	PROPN
fis-3050	447	7	,	,	PUNCT
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fis-3050	447	9	,	,	PUNCT
fis-3050	447	10	a.	a.	NOUN
fis-3050	447	11	,	,	PUNCT
fis-3050	447	12	benzaoui	benzaoui	PROPN
fis-3050	447	13	,	,	PUNCT
fis-3050	447	14	a.	a.	NOUN
fis-3050	447	15	and	and	CCONJ
fis-3050	447	16	taleb	taleb	PROPN
fis-3050	447	17	-	-	PUNCT
fis-3050	447	18	ahmed	ahmed	PROPN
fis-3050	447	19	,	,	PUNCT
fis-3050	447	20	a.	a.	NOUN
fis-3050	447	21	(	(	PUNCT
fis-3050	447	22	2020	2020	NUM
fis-3050	447	23	)	)	PUNCT
fis-3050	447	24	.	.	PUNCT
fis-3050	448	1	past	past	ADJ
fis-3050	448	2	,	,	PUNCT
fis-3050	448	3	present	present	ADJ
fis-3050	448	4	,	,	PUNCT
fis-3050	448	5	and	and	CCONJ
fis-3050	448	6	future	future	NOUN
fis-3050	448	7	of	of	ADP
fis-3050	448	8	face	face	NOUN
fis-3050	448	9	recognition	recognition	NOUN
fis-3050	448	10	:	:	PUNCT
fis-3050	448	11	a	a	DET
fis-3050	448	12	review	review	NOUN
fis-3050	448	13	,	,	PUNCT
fis-3050	448	14	electronics	electronic	NOUN
fis-3050	448	15	,	,	PUNCT
fis-3050	448	16	9(8	9(8	NUM
fis-3050	448	17	)	)	PUNCT
fis-3050	448	18	,	,	PUNCT
fis-3050	448	19	1188	1188	NUM
fis-3050	448	20	.	.	PUNCT
fis-3050	449	1	doi	doi	NOUN
fis-3050	449	2	:	:	PUNCT
fis-3050	449	3	10.3390	10.3390	NUM
fis-3050	449	4	/	/	SYM
fis-3050	449	5	electronics9081188	electronics9081188	NOUN
fis-3050	449	6	.	.	PUNCT
fis-3050	450	1	[	[	X
fis-3050	450	2	52	52	NUM
fis-3050	450	3	]	]	PUNCT
fis-3050	450	4	ouahabi	ouahabi	NOUN
fis-3050	450	5	,	,	PUNCT
fis-3050	450	6	a.	a.	NOUN
fis-3050	450	7	and	and	CCONJ
fis-3050	450	8	taleb	taleb	PROPN
fis-3050	450	9	-	-	PUNCT
fis-3050	450	10	ahmed	ahmed	PROPN
fis-3050	450	11	,	,	PUNCT
fis-3050	450	12	a.	a.	NOUN
fis-3050	450	13	(	(	PUNCT
fis-3050	450	14	2021	2021	NUM
fis-3050	450	15	)	)	PUNCT
fis-3050	450	16	.	.	PUNCT
fis-3050	451	1	deep	deep	ADJ
fis-3050	451	2	learning	learning	NOUN
fis-3050	451	3	for	for	ADP
fis-3050	451	4	real	real	ADJ
fis-3050	451	5	-	-	PUNCT
fis-3050	451	6	time	time	NOUN
fis-3050	451	7	semantic	semantic	ADJ
fis-3050	451	8	segmentation	segmentation	NOUN
fis-3050	451	9	:	:	PUNCT
fis-3050	451	10	application	application	NOUN
fis-3050	451	11	in	in	ADP
fis-3050	451	12	ultrasound	ultrasound	ADJ
fis-3050	451	13	imaging	imaging	NOUN
fis-3050	451	14	,	,	PUNCT
fis-3050	451	15	pattern	pattern	NOUN
fis-3050	451	16	recognition	recognition	NOUN
fis-3050	451	17	letters	letter	NOUN
fis-3050	451	18	,	,	PUNCT
fis-3050	451	19	144	144	NUM
fis-3050	451	20	,	,	PUNCT
fis-3050	451	21	pp	pp	ADJ
fis-3050	451	22	.	.	PUNCT
fis-3050	452	1	27–34	27–34	NUM
fis-3050	452	2	.	.	PUNCT
fis-3050	452	3	doi	doi	NOUN
fis-3050	452	4	:	:	PUNCT
fis-3050	452	5	10.1016	10.1016	NUM
fis-3050	452	6	/	/	SYM
fis-3050	452	7	j.patrec.2021.01.010	j.patrec.2021.01.010	PROPN
fis-3050	452	8	.	.	PUNCT
fis-3050	453	1	[	[	X
fis-3050	453	2	53	53	NUM
fis-3050	453	3	]	]	SYM
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fis-3050	453	5	,	,	PUNCT
fis-3050	453	6	a.	a.	NOUN
fis-3050	453	7	,	,	PUNCT
fis-3050	453	8	alouani	alouani	PROPN
fis-3050	453	9	,	,	PUNCT
fis-3050	453	10	i.	i.	PROPN
fis-3050	453	11	,	,	PUNCT
fis-3050	453	12	ben	ben	PROPN
fis-3050	453	13	khalifa	khalifa	PROPN
fis-3050	453	14	,	,	PUNCT
fis-3050	453	15	a.	a.	PROPN
fis-3050	453	16	,	,	PUNCT
fis-3050	453	17	el	el	PROPN
fis-3050	453	18	hillali	hillali	PROPN
fis-3050	453	19	,	,	PUNCT
fis-3050	453	20	y.	y.	PROPN
fis-3050	453	21	,	,	PUNCT
fis-3050	453	22	taleb	taleb	NOUN
fis-3050	453	23	-	-	PUNCT
fis-3050	453	24	ahmed	ahmed	PROPN
fis-3050	453	25	,	,	PUNCT
fis-3050	453	26	a.	a.	NOUN
fis-3050	453	27	,	,	PUNCT
fis-3050	453	28	menhaj	menhaj	PROPN
fis-3050	453	29	,	,	PUNCT
fis-3050	453	30	a.	a.	NOUN
fis-3050	453	31	,	,	PUNCT
fis-3050	453	32	ouahabi	ouahabi	NOUN
fis-3050	453	33	,	,	PUNCT
fis-3050	453	34	a.	a.	NOUN
fis-3050	453	35	and	and	CCONJ
fis-3050	453	36	ben	ben	PROPN
fis-3050	453	37	amara	amara	PROPN
fis-3050	453	38	,	,	PUNCT
fis-3050	453	39	n.	n.	PROPN
fis-3050	453	40	e.	e.	PROPN
fis-3050	453	41	(	(	PUNCT
fis-3050	453	42	2020	2020	NUM
fis-3050	453	43	)	)	PUNCT
fis-3050	453	44	.	.	PUNCT
fis-3050	454	1	olimp	olimp	NOUN
fis-3050	454	2	:	:	PUNCT
fis-3050	454	3	a	a	DET
fis-3050	454	4	heterogeneous	heterogeneous	ADJ
fis-3050	454	5	multimodal	multimodal	NOUN
fis-3050	454	6	dataset	dataset	NOUN
fis-3050	454	7	for	for	ADP
fis-3050	454	8	advanced	advanced	ADJ
fis-3050	454	9	environment	environment	NOUN
fis-3050	454	10	perception	perception	NOUN
fis-3050	454	11	.	.	PUNCT
fis-3050	455	1	electronics	electronic	NOUN
fis-3050	455	2	,	,	PUNCT
fis-3050	455	3	9	9	NUM
fis-3050	455	4	,	,	PUNCT
fis-3050	455	5	560	560	NUM
fis-3050	455	6	.	.	PUNCT
fis-3050	455	7	doi	doi	NOUN
fis-3050	455	8	:	:	PUNCT
fis-3050	455	9	10.3390	10.3390	NUM
fis-3050	455	10	/	/	SYM
fis-3050	455	11	electronics9040560	electronics9040560	PROPN
fis-3050	455	12	.	.	PUNCT
fis-3050	456	1	[	[	X
fis-3050	456	2	54	54	NUM
fis-3050	456	3	]	]	PUNCT
fis-3050	456	4	dung	dung	NOUN
fis-3050	456	5	,	,	PUNCT
fis-3050	456	6	c.	c.	PROPN
fis-3050	456	7	v.	v.	PROPN
fis-3050	456	8	and	and	CCONJ
fis-3050	456	9	anh	anh	PROPN
fis-3050	456	10	,	,	PUNCT
fis-3050	456	11	l.	l.	PROPN
fis-3050	456	12	d.	d.	PROPN
fis-3050	456	13	(	(	PUNCT
fis-3050	456	14	2019	2019	NUM
fis-3050	456	15	)	)	PUNCT
fis-3050	456	16	.	.	PUNCT
fis-3050	457	1	autonomous	autonomous	ADJ
fis-3050	457	2	concrete	concrete	ADJ
fis-3050	457	3	crack	crack	NOUN
fis-3050	457	4	detection	detection	NOUN
fis-3050	457	5	using	use	VERB
fis-3050	457	6	deep	deep	ADV
fis-3050	457	7	fully	fully	ADV
fis-3050	457	8	convolutional	convolutional	ADJ
fis-3050	457	9	neural	neural	ADJ
fis-3050	457	10	network	network	NOUN
fis-3050	457	11	,	,	PUNCT
fis-3050	457	12	automation	automation	NOUN
fis-3050	457	13	in	in	ADP
fis-3050	457	14	construction	construction	NOUN
fis-3050	457	15	,	,	PUNCT
fis-3050	457	16	99	99	NUM
fis-3050	457	17	,	,	PUNCT
fis-3050	457	18	pp	pp	ADJ
fis-3050	457	19	.	.	PUNCT
fis-3050	458	1	52–58	52–58	NUM
fis-3050	458	2	.	.	PUNCT
fis-3050	459	1	doi	doi	NOUN
fis-3050	459	2	:	:	PUNCT
fis-3050	459	3	10.1016	10.1016	NUM
fis-3050	459	4	/	/	SYM
fis-3050	459	5	j.autcon.2018.11.028	j.autcon.2018.11.028	NOUN
fis-3050	459	6	.	.	PUNCT
fis-3050	460	1	[	[	X
fis-3050	460	2	55	55	NUM
fis-3050	460	3	]	]	SYM
fis-3050	460	4	adjabi	adjabi	NOUN
fis-3050	460	5	,	,	PUNCT
fis-3050	460	6	i.	i.	PROPN
fis-3050	460	7	,	,	PUNCT
fis-3050	460	8	ouahabi	ouahabi	NOUN
fis-3050	460	9	,	,	PUNCT
fis-3050	460	10	a.	a.	NOUN
fis-3050	460	11	,	,	PUNCT
fis-3050	460	12	benzaoui	benzaoui	PROPN
fis-3050	460	13	,	,	PUNCT
fis-3050	460	14	a.	a.	NOUN
fis-3050	460	15	and	and	CCONJ
fis-3050	460	16	jacques	jacques	PROPN
fis-3050	460	17	,	,	PUNCT
fis-3050	460	18	s.	s.	PROPN
fis-3050	460	19	(	(	PUNCT
fis-3050	460	20	2021	2021	NUM
fis-3050	460	21	)	)	PUNCT
fis-3050	460	22	.	.	PUNCT
fis-3050	461	1	multi	multi	ADJ
fis-3050	461	2	-	-	ADJ
fis-3050	461	3	block	block	ADJ
fis-3050	461	4	color	color	NOUN
fis-3050	461	5	-	-	PUNCT
fis-3050	461	6	binarized	binarize	VERB
fis-3050	461	7	statistical	statistical	ADJ
fis-3050	461	8	images	image	NOUN
fis-3050	461	9	for	for	ADP
fis-3050	461	10	singlesample	singlesample	ADJ
fis-3050	461	11	face	face	NOUN
fis-3050	461	12	recognition	recognition	NOUN
fis-3050	461	13	,	,	PUNCT
fis-3050	461	14	sensors	sensor	NOUN
fis-3050	461	15	,	,	PUNCT
fis-3050	461	16	21(3	21(3	NUM
fis-3050	461	17	)	)	PUNCT
fis-3050	461	18	,	,	PUNCT
fis-3050	462	1	728	728	NUM
fis-3050	462	2	.	.	PUNCT
fis-3050	462	3	doi	doi	NOUN
fis-3050	462	4	:	:	PUNCT
fis-3050	462	5	10.3390	10.3390	NUM
fis-3050	462	6	/	/	SYM
fis-3050	462	7	s21030728	s21030728	NOUN
fis-3050	462	8	.	.	PUNCT
fis-3050	463	1	[	[	X
fis-3050	463	2	56	56	NUM
fis-3050	463	3	]	]	X
fis-3050	463	4	wu	wu	PROPN
fis-3050	463	5	,	,	PUNCT
fis-3050	463	6	x.	x.	NOUN
fis-3050	463	7	and	and	CCONJ
fis-3050	463	8	liu	liu	PROPN
fis-3050	463	9	,	,	PUNCT
fis-3050	463	10	x.	x.	NOUN
fis-3050	463	11	(	(	PUNCT
fis-3050	463	12	2021	2021	NUM
fis-3050	463	13	)	)	PUNCT
fis-3050	463	14	.	.	PUNCT
fis-3050	464	1	building	build	VERB
fis-3050	464	2	crack	crack	VERB
fis-3050	464	3	identification	identification	NOUN
fis-3050	464	4	and	and	CCONJ
fis-3050	464	5	total	total	ADJ
fis-3050	464	6	quality	quality	NOUN
fis-3050	464	7	management	management	NOUN
fis-3050	464	8	method	method	NOUN
fis-3050	464	9	based	base	VERB
fis-3050	464	10	on	on	ADP
fis-3050	464	11	deep	deep	ADJ
fis-3050	464	12	learning	learning	NOUN
fis-3050	464	13	,	,	PUNCT
fis-3050	464	14	pattern	pattern	NOUN
fis-3050	464	15	recognition	recognition	NOUN
fis-3050	464	16	letters	letter	NOUN
fis-3050	464	17	,	,	PUNCT
fis-3050	464	18	145	145	NUM
fis-3050	464	19	,	,	PUNCT
fis-3050	464	20	pp	pp	ADJ
fis-3050	464	21	.	.	PUNCT
fis-3050	465	1	225–231	225–231	NUM
fis-3050	465	2	.	.	PUNCT
fis-3050	466	1	doi	doi	NOUN
fis-3050	466	2	:	:	PUNCT
fis-3050	466	3	10.1016	10.1016	NUM
fis-3050	466	4	/	/	SYM
fis-3050	466	5	j.patrec.2021.01.034	j.patrec.2021.01.034	VERB
fis-3050	466	6	.	.	PUNCT
fis-3050	467	1	[	[	X
fis-3050	467	2	57	57	NUM
fis-3050	467	3	]	]	X
fis-3050	467	4	khan	khan	PROPN
fis-3050	467	5	,	,	PUNCT
fis-3050	467	6	a.	a.	PROPN
fis-3050	467	7	,	,	PUNCT
fis-3050	467	8	sohail	sohail	PROPN
fis-3050	467	9	,	,	PUNCT
fis-3050	467	10	a.	a.	PROPN
fis-3050	467	11	,	,	PUNCT
fis-3050	467	12	zahoora	zahoora	PROPN
fis-3050	467	13	,	,	PUNCT
fis-3050	467	14	u.	u.	PROPN
fis-3050	467	15	and	and	CCONJ
fis-3050	467	16	qureshi	qureshi	PROPN
fis-3050	467	17	,	,	PUNCT
fis-3050	467	18	a.	a.	PROPN
fis-3050	467	19	s.	s.	PROPN
fis-3050	467	20	(	(	PUNCT
fis-3050	467	21	2020	2020	NUM
fis-3050	467	22	)	)	PUNCT
fis-3050	467	23	.	.	PUNCT
fis-3050	468	1	a	a	DET
fis-3050	468	2	survey	survey	NOUN
fis-3050	468	3	of	of	ADP
fis-3050	468	4	the	the	DET
fis-3050	468	5	recent	recent	ADJ
fis-3050	468	6	architectures	architecture	NOUN
fis-3050	468	7	of	of	ADP
fis-3050	468	8	deep	deep	ADJ
fis-3050	468	9	convolutional	convolutional	ADJ
fis-3050	468	10	neural	neural	ADJ
fis-3050	468	11	networks	network	NOUN
fis-3050	468	12	,	,	PUNCT
fis-3050	468	13	articial	articial	ADJ
fis-3050	468	14	intelligence	intelligence	NOUN
fis-3050	468	15	review	review	NOUN
fis-3050	468	16	,	,	PUNCT
fis-3050	468	17	53(8	53(8	PROPN
fis-3050	468	18	)	)	PUNCT
fis-3050	468	19	,	,	PUNCT
fis-3050	468	20	pp	pp	ADJ
fis-3050	468	21	.	.	PUNCT
fis-3050	469	1	5455–5516	5455–5516	NUM
fis-3050	469	2	.	.	PUNCT
fis-3050	470	1	doi	doi	NOUN
fis-3050	470	2	:	:	PUNCT
fis-3050	470	3	10.1007	10.1007	NUM
fis-3050	470	4	/	/	SYM
fis-3050	470	5	s10462	s10462	NOUN
fis-3050	470	6	-	-	PUNCT
fis-3050	470	7	020	020	NUM
fis-3050	470	8	-	-	PUNCT
fis-3050	470	9	09825	09825	NUM
fis-3050	470	10	-	-	PUNCT
fis-3050	470	11	6	6	NUM
fis-3050	470	12	.	.	PUNCT
fis-3050	471	1	[	[	X
fis-3050	471	2	58	58	NUM
fis-3050	471	3	]	]	PUNCT
fis-3050	471	4	abbas	abbas	PROPN
fis-3050	471	5	,	,	PUNCT
fis-3050	471	6	q.	q.	PROPN
fis-3050	471	7	,	,	PUNCT
fis-3050	471	8	ibrahim	ibrahim	PROPN
fis-3050	471	9	m.	m.	PROPN
fis-3050	471	10	e.	e.	PROPN
fis-3050	471	11	a.	a.	PROPN
fis-3050	471	12	and	and	CCONJ
fis-3050	471	13	jaffar	jaffar	PROPN
fis-3050	471	14	,	,	PUNCT
fis-3050	471	15	m.	m.	NOUN
fis-3050	471	16	a.	a.	NOUN
fis-3050	471	17	(	(	PUNCT
fis-3050	471	18	2019	2019	NUM
fis-3050	471	19	)	)	PUNCT
fis-3050	471	20	.	.	PUNCT
fis-3050	472	1	a	a	DET
fis-3050	472	2	comprehensive	comprehensive	ADJ
fis-3050	472	3	review	review	NOUN
fis-3050	472	4	of	of	ADP
fis-3050	472	5	recent	recent	ADJ
fis-3050	472	6	advances	advance	NOUN
fis-3050	472	7	on	on	ADP
fis-3050	472	8	deep	deep	ADJ
fis-3050	472	9	vision	vision	NOUN
fis-3050	472	10	systems	system	NOUN
fis-3050	472	11	,	,	PUNCT
fis-3050	472	12	artificial	artificial	ADJ
fis-3050	472	13	intelligence	intelligence	NOUN
fis-3050	472	14	review	review	NOUN
fis-3050	472	15	,	,	PUNCT
fis-3050	472	16	52(1	52(1	NOUN
fis-3050	472	17	)	)	PUNCT
fis-3050	472	18	,	,	PUNCT
fis-3050	472	19	pp	pp	ADJ
fis-3050	472	20	.	.	PUNCT
fis-3050	473	1	39–76	39–76	NUM
fis-3050	473	2	.	.	PUNCT
fis-3050	474	1	doi	doi	NOUN
fis-3050	474	2	:	:	PUNCT
fis-3050	474	3	10.1007	10.1007	NUM
fis-3050	474	4	/	/	SYM
fis-3050	474	5	s10462	s10462	NOUN
fis-3050	474	6	-	-	PUNCT
fis-3050	474	7	018	018	NUM
fis-3050	474	8	-	-	PUNCT
fis-3050	474	9	9633	9633	NUM
fis-3050	474	10	-	-	SYM
fis-3050	474	11	3	3	NUM
fis-3050	474	12	.	.	PUNCT
fis-3050	475	1	[	[	X
fis-3050	475	2	59	59	NUM
fis-3050	475	3	]	]	SYM
fis-3050	475	4	simonyan	simonyan	PROPN
fis-3050	475	5	,	,	PUNCT
fis-3050	475	6	k.	k.	PROPN
fis-3050	475	7	and	and	CCONJ
fis-3050	475	8	zisserman	zisserman	PROPN
fis-3050	475	9	,	,	PUNCT
fis-3050	475	10	a.	a.	NOUN
fis-3050	475	11	(	(	PUNCT
fis-3050	475	12	2015	2015	NUM
fis-3050	475	13	)	)	PUNCT
fis-3050	475	14	.	.	PUNCT
fis-3050	476	1	very	very	ADV
fis-3050	476	2	deep	deep	ADJ
fis-3050	476	3	convolutional	convolutional	ADJ
fis-3050	476	4	networks	network	NOUN
fis-3050	476	5	for	for	ADP
fis-3050	476	6	large	large	ADJ
fis-3050	476	7	-	-	PUNCT
fis-3050	476	8	scale	scale	NOUN
fis-3050	476	9	image	image	NOUN
fis-3050	476	10	recognition	recognition	NOUN
fis-3050	476	11	.	.	PUNCT
fis-3050	477	1	proceedings	proceeding	NOUN
fis-3050	477	2	of	of	ADP
fis-3050	477	3	the	the	DET
fis-3050	477	4	3rd	3rd	ADJ
fis-3050	477	5	international	international	ADJ
fis-3050	477	6	conference	conference	NOUN
fis-3050	477	7	on	on	ADP
fis-3050	477	8	learning	learn	VERB
fis-3050	477	9	representations	representation	NOUN
fis-3050	477	10	,	,	PUNCT
fis-3050	477	11	iclr	iclr	NOUN
fis-3050	477	12	2015	2015	NUM
fis-3050	477	13	,	,	PUNCT
fis-3050	477	14	san	san	PROPN
fis-3050	477	15	diego	diego	PROPN
fis-3050	477	16	,	,	PUNCT
fis-3050	477	17	ca	ca	PROPN
fis-3050	477	18	,	,	PUNCT
fis-3050	477	19	usa	usa	PROPN
fis-3050	477	20	,	,	PUNCT
fis-3050	477	21	may	may	AUX
fis-3050	477	22	7–9	7–9	NUM
fis-3050	477	23	.	.	PUNCT
fis-3050	478	1	[	[	X
fis-3050	478	2	60	60	NUM
fis-3050	478	3	]	]	SYM
fis-3050	478	4	yuan	yuan	NOUN
fis-3050	478	5	,	,	PUNCT
fis-3050	478	6	l.	l.	PROPN
fis-3050	478	7	,	,	PUNCT
fis-3050	478	8	qu	qu	PROPN
fis-3050	478	9	,	,	PUNCT
fis-3050	478	10	z.	z.	PROPN
fis-3050	478	11	,	,	PUNCT
fis-3050	478	12	zhao	zhao	PROPN
fis-3050	478	13	,	,	PUNCT
fis-3050	478	14	y.	y.	PROPN
fis-3050	478	15	,	,	PUNCT
fis-3050	478	16	zhang	zhang	PROPN
fis-3050	478	17	,	,	PUNCT
fis-3050	478	18	h.	h.	PROPN
fis-3050	478	19	and	and	CCONJ
fis-3050	478	20	nian	nian	ADJ
fis-3050	478	21	,	,	PUNCT
fis-3050	478	22	q.	q.	PROPN
fis-3050	478	23	(	(	PUNCT
fis-3050	478	24	2017	2017	NUM
fis-3050	478	25	)	)	PUNCT
fis-3050	478	26	.	.	PUNCT
fis-3050	479	1	a	a	DET
fis-3050	479	2	convolutional	convolutional	ADJ
fis-3050	479	3	neural	neural	ADJ
fis-3050	479	4	network	network	NOUN
fis-3050	479	5	based	base	VERB
fis-3050	479	6	on	on	ADP
fis-3050	479	7	tensorflow	tensorflow	NOUN
fis-3050	479	8	for	for	ADP
fis-3050	479	9	face	face	NOUN
fis-3050	479	10	recognition	recognition	NOUN
fis-3050	479	11	.	.	PUNCT
fis-3050	480	1	2017	2017	NUM
fis-3050	480	2	ieee	ieee	NOUN
fis-3050	480	3	2nd	2nd	ADJ
fis-3050	480	4	advanced	advanced	ADJ
fis-3050	480	5	information	information	NOUN
fis-3050	480	6	technology	technology	NOUN
fis-3050	480	7	,	,	PUNCT
fis-3050	480	8	electronic	electronic	ADJ
fis-3050	480	9	and	and	CCONJ
fis-3050	480	10	automation	automation	NOUN
fis-3050	480	11	control	control	NOUN
fis-3050	480	12	conference	conference	PROPN
fis-3050	480	13	(	(	PUNCT
fis-3050	480	14	iaeac	iaeac	PROPN
fis-3050	480	15	)	)	PUNCT
fis-3050	480	16	,	,	PUNCT
fis-3050	480	17	chongqing	chongqing	PROPN
fis-3050	480	18	,	,	PUNCT
fis-3050	480	19	china	china	PROPN
fis-3050	480	20	,	,	PUNCT
fis-3050	480	21	25–26	25–26	NUM
fis-3050	480	22	march	march	NOUN
fis-3050	480	23	,	,	PUNCT
fis-3050	480	24	pp	pp	ADP
fis-3050	480	25	.	.	PUNCT
fis-3050	481	1	525–529	525–529	NUM
fis-3050	481	2	.	.	PUNCT
fis-3050	482	1	doi	doi	NOUN
fis-3050	482	2	:	:	PUNCT
fis-3050	482	3	10.1109	10.1109	NUM
fis-3050	482	4	/	/	SYM
fis-3050	482	5	iaeac.2017.8054070	iaeac.2017.8054070	NOUN
fis-3050	482	6	.	.	PUNCT
fis-3050	483	1	[	[	X
fis-3050	483	2	61	61	NUM
fis-3050	483	3	]	]	SYM
fis-3050	483	4	maguire	maguire	NOUN
fis-3050	483	5	,	,	PUNCT
fis-3050	483	6	m.	m.	NOUN
fis-3050	483	7	,	,	PUNCT
fis-3050	483	8	dorafshan	dorafshan	PROPN
fis-3050	483	9	,	,	PUNCT
fis-3050	483	10	s.	s.	PROPN
fis-3050	483	11	and	and	CCONJ
fis-3050	483	12	thomas	thomas	PROPN
fis-3050	483	13	,	,	PUNCT
fis-3050	483	14	r.	r.	PROPN
fis-3050	483	15	j.	j.	PROPN
fis-3050	483	16	(	(	PUNCT
fis-3050	483	17	2018	2018	NUM
fis-3050	483	18	)	)	PUNCT
fis-3050	483	19	.	.	PUNCT
fis-3050	484	1	sdnet2018	sdnet2018	NOUN
fis-3050	484	2	:	:	PUNCT
fis-3050	484	3	a	a	DET
fis-3050	484	4	concrete	concrete	ADJ
fis-3050	484	5	crack	crack	NOUN
fis-3050	484	6	image	image	NOUN
fis-3050	484	7	dataset	dataset	VERB
fis-3050	484	8	for	for	ADP
fis-3050	484	9	machine	machine	NOUN
fis-3050	484	10	learning	learn	VERB
fis-3050	484	11	applications	application	NOUN
fis-3050	484	12	,	,	PUNCT
fis-3050	484	13	utah	utah	PROPN
fis-3050	484	14	state	state	PROPN
fis-3050	484	15	university	university	PROPN
fis-3050	484	16	,	,	PUNCT
fis-3050	484	17	logan	logan	PROPN
fis-3050	484	18	.	.	PUNCT
fis-3050	485	1	doi	doi	NOUN
fis-3050	485	2	:	:	PUNCT
fis-3050	485	3	10.15142	10.15142	NUM
fis-3050	485	4	/	/	SYM
fis-3050	485	5	t3td19	t3td19	PROPN
fis-3050	485	6	.	.	PUNCT