id	sid	tid	token	lemma	pos
bracis-28395	1	1	merging	merge	VERB
bracis-28395	1	2	traditional	traditional	ADJ
bracis-28395	1	3	feature	feature	NOUN
bracis-28395	1	4	extraction	extraction	NOUN
bracis-28395	1	5	and	and	CCONJ
bracis-28395	1	6	 	 	SPACE
bracis-28395	1	7	deep	deep	ADJ
bracis-28395	1	8	learning	learning	NOUN
bracis-28395	1	9	for	for	ADP
bracis-28395	1	10	 	 	SPACE
bracis-28395	1	11	enhanced	enhance	VERB
bracis-28395	1	12	hop	hop	PROPN
bracis-28395	1	13	variety	variety	NOUN
bracis-28395	1	14	classification	classification	NOUN
bracis-28395	1	15	:	:	PUNCT
bracis-28395	1	16	a	a	DET
bracis-28395	1	17	comparative	comparative	ADJ
bracis-28395	1	18	study	study	NOUN
bracis-28395	1	19	using	use	VERB
bracis-28395	1	20	the	the	DET
bracis-28395	1	21	 	 	SPACE
bracis-28395	1	22	ufop	ufop	NOUN
bracis-28395	1	23	-	-	PUNCT
bracis-28395	1	24	hvd	hvd	PROPN
bracis-28395	1	25	dataset	dataset	NOUN
bracis-28395	1	26	|	|	NOUN
bracis-28395	1	27	springer	springer	NOUN
bracis-28395	1	28	nature	nature	PROPN
bracis-28395	1	29	link	link	PROPN
bracis-28395	1	30	(	(	PUNCT
bracis-28395	1	31	formerly	formerly	ADV
bracis-28395	1	32	springerlink	springerlink	NOUN
bracis-28395	1	33	)	)	PUNCT
bracis-28395	1	34	skip	skip	VERB
bracis-28395	1	35	to	to	ADP
bracis-28395	1	36	main	main	ADJ
bracis-28395	1	37	content	content	NOUN
bracis-28395	1	38	advertisement	advertisement	NOUN
bracis-28395	1	39	log	log	NOUN
bracis-28395	1	40	in	in	ADP
bracis-28395	1	41	menu	menu	NOUN
bracis-28395	1	42	find	find	VERB
bracis-28395	1	43	a	a	DET
bracis-28395	1	44	journal	journal	NOUN
bracis-28395	1	45	publish	publish	VERB
bracis-28395	1	46	with	with	ADP
bracis-28395	1	47	us	we	PRON
bracis-28395	1	48	track	track	VERB
bracis-28395	1	49	your	your	PRON
bracis-28395	1	50	research	research	NOUN
bracis-28395	1	51	search	search	NOUN
bracis-28395	1	52	cart	cart	NOUN
bracis-28395	1	53	home	home	NOUN
bracis-28395	1	54	intelligent	intelligent	ADJ
bracis-28395	1	55	systems	system	NOUN
bracis-28395	1	56	conference	conference	NOUN
bracis-28395	1	57	paper	paper	NOUN
bracis-28395	1	58	merging	merge	VERB
bracis-28395	1	59	traditional	traditional	ADJ
bracis-28395	1	60	feature	feature	NOUN
bracis-28395	1	61	extraction	extraction	NOUN
bracis-28395	1	62	and	and	CCONJ
bracis-28395	1	63	 	 	SPACE
bracis-28395	1	64	deep	deep	ADJ
bracis-28395	1	65	learning	learning	NOUN
bracis-28395	1	66	for	for	ADP
bracis-28395	1	67	 	 	SPACE
bracis-28395	1	68	enhanced	enhance	VERB
bracis-28395	1	69	hop	hop	PROPN
bracis-28395	1	70	variety	variety	NOUN
bracis-28395	1	71	classification	classification	NOUN
bracis-28395	1	72	:	:	PUNCT
bracis-28395	1	73	a	a	DET
bracis-28395	1	74	comparative	comparative	ADJ
bracis-28395	1	75	study	study	NOUN
bracis-28395	1	76	using	use	VERB
bracis-28395	1	77	the	the	DET
bracis-28395	1	78	 	 	SPACE
bracis-28395	1	79	ufop	ufop	NOUN
bracis-28395	1	80	-	-	PUNCT
bracis-28395	1	81	hvd	hvd	PROPN
bracis-28395	1	82	dataset	dataset	NOUN
bracis-28395	1	83	conference	conference	NOUN
bracis-28395	1	84	paper	paper	NOUN
bracis-28395	1	85	first	first	ADV
bracis-28395	1	86	online	online	ADV
bracis-28395	1	87	:	:	PUNCT
bracis-28395	1	88	12	12	NUM
bracis-28395	1	89	october	october	NOUN
bracis-28395	1	90	2023	2023	NUM
bracis-28395	1	91	pp	pp	ADP
bracis-28395	1	92	307–322	307–322	NUM
bracis-28395	1	93	cite	cite	VERB
bracis-28395	1	94	this	this	DET
bracis-28395	1	95	conference	conference	NOUN
bracis-28395	1	96	paper	paper	NOUN
bracis-28395	1	97	access	access	NOUN
bracis-28395	1	98	provided	provide	VERB
bracis-28395	1	99	by	by	ADP
bracis-28395	1	100	university	university	PROPN
bracis-28395	1	101	of	of	ADP
bracis-28395	1	102	notre	notre	PROPN
bracis-28395	1	103	dame	dame	PROPN
bracis-28395	1	104	hesburgh	hesburgh	PROPN
bracis-28395	1	105	library	library	PROPN
bracis-28395	1	106	download	download	PROPN
bracis-28395	1	107	book	book	NOUN
bracis-28395	1	108	pdf	pdf	PROPN
bracis-28395	1	109	download	download	NOUN
bracis-28395	1	110	book	book	NOUN
bracis-28395	1	111	epub	epub	PROPN
bracis-28395	1	112	intelligent	intelligent	ADJ
bracis-28395	1	113	systems	system	NOUN
bracis-28395	1	114	(	(	PUNCT
bracis-28395	1	115	bracis	bracis	NOUN
bracis-28395	1	116	2023	2023	NUM
bracis-28395	1	117	)	)	PUNCT
bracis-28395	1	118	merging	merge	VERB
bracis-28395	1	119	traditional	traditional	ADJ
bracis-28395	1	120	feature	feature	NOUN
bracis-28395	1	121	extraction	extraction	NOUN
bracis-28395	1	122	and	and	CCONJ
bracis-28395	1	123	 	 	SPACE
bracis-28395	1	124	deep	deep	ADJ
bracis-28395	1	125	learning	learning	NOUN
bracis-28395	1	126	for	for	ADP
bracis-28395	1	127	 	 	SPACE
bracis-28395	1	128	enhanced	enhance	VERB
bracis-28395	1	129	hop	hop	PROPN
bracis-28395	1	130	variety	variety	NOUN
bracis-28395	1	131	classification	classification	NOUN
bracis-28395	1	132	:	:	PUNCT
bracis-28395	1	133	a	a	DET
bracis-28395	1	134	comparative	comparative	ADJ
bracis-28395	1	135	study	study	NOUN
bracis-28395	1	136	using	use	VERB
bracis-28395	1	137	the	the	DET
bracis-28395	1	138	 	 	SPACE
bracis-28395	1	139	ufop	ufop	NOUN
bracis-28395	1	140	-	-	PUNCT
bracis-28395	1	141	hvd	hvd	PROPN
bracis-28395	1	142	dataset	dataset	NOUN
bracis-28395	1	143	download	download	NOUN
bracis-28395	1	144	book	book	NOUN
bracis-28395	1	145	pdf	pdf	PROPN
bracis-28395	1	146	download	download	NOUN
bracis-28395	1	147	book	book	PROPN
bracis-28395	1	148	epub	epub	PROPN
bracis-28395	1	149	pedro	pedro	PROPN
bracis-28395	1	150	castro	castro	PROPN
bracis-28395	1	151	  	  	SPACE
bracis-28395	1	152	orcid	orcid	PROPN
bracis-28395	1	153	:	:	PUNCT
bracis-28395	1	154	orcid.org/0000-0001-5006-65089	orcid.org/0000-0001-5006-65089	VERB
bracis-28395	1	155	,	,	PUNCT
bracis-28395	1	156	gabriel	gabriel	PROPN
bracis-28395	1	157	fortuna	fortuna	PROPN
bracis-28395	1	158	  	  	SPACE
bracis-28395	1	159	orcid	orcid	NOUN
bracis-28395	1	160	:	:	PUNCT
bracis-28395	1	161	orcid.org/0000-0002-4209-936610	orcid.org/0000-0002-4209-936610	PROPN
bracis-28395	1	162	,	,	PUNCT
bracis-28395	1	163	pedro	pedro	PROPN
bracis-28395	1	164	silva	silva	PROPN
bracis-28395	1	165	  	  	SPACE
bracis-28395	1	166	orcid	orcid	NOUN
bracis-28395	1	167	:	:	PUNCT
bracis-28395	1	168	orcid.org/0000-0002-5525-61219	orcid.org/0000-0002-5525-61219	ADJ
bracis-28395	1	169	,	,	PUNCT
bracis-28395	1	170	andrea	andrea	PROPN
bracis-28395	1	171	g.	g.	PROPN
bracis-28395	1	172	c.	c.	PROPN
bracis-28395	1	173	bianchi	bianchi	PROPN
bracis-28395	1	174	  	  	SPACE
bracis-28395	1	175	orcid	orcid	NOUN
bracis-28395	1	176	:	:	PUNCT
bracis-28395	1	177	orcid.org/0000-0001-7949-11889	orcid.org/0000-0001-7949-11889	ADJ
bracis-28395	1	178	,	,	PUNCT
bracis-28395	1	179	gladston	gladston	PROPN
bracis-28395	1	180	moreira	moreira	PROPN
bracis-28395	1	181	  	  	SPACE
bracis-28395	1	182	orcid	orcid	PROPN
bracis-28395	1	183	:	:	PUNCT
bracis-28395	1	184	orcid.org/0000-0001-7747-59269	orcid.org/0000-0001-7747-59269	PROPN
bracis-28395	1	185	&	&	CCONJ
bracis-28395	1	186	…	…	PUNCT
bracis-28395	1	187	eduardo	eduardo	PROPN
bracis-28395	1	188	luz	luz	PROPN
bracis-28395	1	189	  	  	SPACE
bracis-28395	1	190	orcid	orcid	NOUN
bracis-28395	1	191	:	:	PUNCT
bracis-28395	1	192	orcid.org/0000-0001-5249-15599	orcid.org/0000-0001-5249-15599	PROPN
bracis-28395	1	193	  	  	SPACE
bracis-28395	1	194	show	show	VERB
bracis-28395	1	195	authors	author	NOUN
bracis-28395	1	196	part	part	NOUN
bracis-28395	1	197	of	of	ADP
bracis-28395	1	198	the	the	DET
bracis-28395	1	199	book	book	NOUN
bracis-28395	1	200	series	series	NOUN
bracis-28395	1	201	:	:	PUNCT
bracis-28395	1	202	lecture	lecture	NOUN
bracis-28395	1	203	notes	note	NOUN
bracis-28395	1	204	in	in	ADP
bracis-28395	1	205	computer	computer	NOUN
bracis-28395	1	206	science	science	NOUN
bracis-28395	1	207	(	(	PUNCT
bracis-28395	1	208	(	(	PUNCT
bracis-28395	1	209	lnai	lnai	ADJ
bracis-28395	1	210	,	,	PUNCT
bracis-28395	1	211	volume	volume	NOUN
bracis-28395	1	212	14196	14196	NUM
bracis-28395	1	213	)	)	PUNCT
bracis-28395	1	214	)	)	PUNCT
bracis-28395	1	215	included	include	VERB
bracis-28395	1	216	in	in	ADP
bracis-28395	1	217	the	the	DET
bracis-28395	1	218	following	follow	VERB
bracis-28395	1	219	conference	conference	NOUN
bracis-28395	1	220	series	series	NOUN
bracis-28395	1	221	:	:	PUNCT
bracis-28395	1	222	brazilian	brazilian	ADJ
bracis-28395	1	223	conference	conference	NOUN
bracis-28395	1	224	on	on	ADP
bracis-28395	1	225	intelligent	intelligent	ADJ
bracis-28395	1	226	systems	system	NOUN
bracis-28395	1	227	510	510	NUM
bracis-28395	1	228	accesses	access	NOUN
bracis-28395	1	229	abstract	abstract	ADJ
bracis-28395	1	230	accurately	accurately	ADV
bracis-28395	1	231	identifying	identify	VERB
bracis-28395	1	232	plant	plant	NOUN
bracis-28395	1	233	species	specie	NOUN
bracis-28395	1	234	and	and	CCONJ
bracis-28395	1	235	varieties	variety	NOUN
bracis-28395	1	236	is	be	AUX
bracis-28395	1	237	crucial	crucial	ADJ
bracis-28395	1	238	across	across	ADP
bracis-28395	1	239	various	various	ADJ
bracis-28395	1	240	disciplines	discipline	NOUN
bracis-28395	1	241	,	,	PUNCT
bracis-28395	1	242	such	such	ADJ
bracis-28395	1	243	as	as	ADP
bracis-28395	1	244	biology	biology	NOUN
bracis-28395	1	245	,	,	PUNCT
bracis-28395	1	246	medicine	medicine	NOUN
bracis-28395	1	247	,	,	PUNCT
bracis-28395	1	248	and	and	CCONJ
bracis-28395	1	249	agronomy	agronomy	NOUN
bracis-28395	1	250	.	.	PUNCT
bracis-28395	2	1	while	while	SCONJ
bracis-28395	2	2	species	species	NOUN
bracis-28395	2	3	identification	identification	NOUN
bracis-28395	2	4	is	be	AUX
bracis-28395	2	5	challenging	challenging	ADJ
bracis-28395	2	6	,	,	PUNCT
bracis-28395	2	7	variety	variety	NOUN
bracis-28395	2	8	identification	identification	NOUN
bracis-28395	2	9	presents	present	VERB
bracis-28395	2	10	an	an	DET
bracis-28395	2	11	even	even	ADV
bracis-28395	2	12	greater	great	ADJ
bracis-28395	2	13	difficulty	difficulty	NOUN
bracis-28395	2	14	.	.	PUNCT
bracis-28395	3	1	conventional	conventional	ADJ
bracis-28395	3	2	identification	identification	NOUN
bracis-28395	3	3	methods	method	NOUN
bracis-28395	3	4	,	,	PUNCT
bracis-28395	3	5	although	although	SCONJ
bracis-28395	3	6	effective	effective	ADJ
bracis-28395	3	7	,	,	PUNCT
bracis-28395	3	8	often	often	ADV
bracis-28395	3	9	require	require	VERB
bracis-28395	3	10	specialized	specialized	ADJ
bracis-28395	3	11	and	and	CCONJ
bracis-28395	3	12	costly	costly	ADJ
bracis-28395	3	13	equipment	equipment	NOUN
bracis-28395	3	14	,	,	PUNCT
bracis-28395	3	15	making	make	VERB
bracis-28395	3	16	them	they	PRON
bracis-28395	3	17	less	less	ADV
bracis-28395	3	18	accessible	accessible	ADJ
bracis-28395	3	19	.	.	PUNCT
bracis-28395	4	1	in	in	ADP
bracis-28395	4	2	this	this	DET
bracis-28395	4	3	work	work	NOUN
bracis-28395	4	4	,	,	PUNCT
bracis-28395	4	5	we	we	PRON
bracis-28395	4	6	explore	explore	VERB
bracis-28395	4	7	the	the	DET
bracis-28395	4	8	problem	problem	NOUN
bracis-28395	4	9	of	of	ADP
bracis-28395	4	10	hop	hop	PROPN
bracis-28395	4	11	variety	variety	NOUN
bracis-28395	4	12	classification	classification	NOUN
bracis-28395	4	13	,	,	PUNCT
bracis-28395	4	14	comparing	compare	VERB
bracis-28395	4	15	traditional	traditional	ADJ
bracis-28395	4	16	feature	feature	NOUN
bracis-28395	4	17	extraction	extraction	NOUN
bracis-28395	4	18	methods	method	NOUN
bracis-28395	4	19	with	with	ADP
bracis-28395	4	20	deep	deep	ADJ
bracis-28395	4	21	learning	learning	NOUN
bracis-28395	4	22	approaches	approach	NOUN
bracis-28395	4	23	using	use	VERB
bracis-28395	4	24	the	the	DET
bracis-28395	4	25	ufop	ufop	ADJ
bracis-28395	4	26	-	-	PUNCT
bracis-28395	4	27	hvd	hvd	PROPN
bracis-28395	4	28	dataset	dataset	NOUN
bracis-28395	4	29	.	.	PUNCT
bracis-28395	5	1	we	we	PRON
bracis-28395	5	2	address	address	VERB
bracis-28395	5	3	two	two	NUM
bracis-28395	5	4	research	research	NOUN
bracis-28395	5	5	questions	question	NOUN
bracis-28395	5	6	:	:	PUNCT
bracis-28395	5	7	whether	whether	SCONJ
bracis-28395	5	8	traditional	traditional	ADJ
bracis-28395	5	9	techniques	technique	NOUN
bracis-28395	5	10	can	can	AUX
bracis-28395	5	11	achieve	achieve	VERB
bracis-28395	5	12	competitive	competitive	ADJ
bracis-28395	5	13	results	result	NOUN
bracis-28395	5	14	given	give	VERB
bracis-28395	5	15	the	the	DET
bracis-28395	5	16	limited	limited	ADJ
bracis-28395	5	17	number	number	NOUN
bracis-28395	5	18	of	of	ADP
bracis-28395	5	19	images	image	NOUN
bracis-28395	5	20	and	and	CCONJ
bracis-28395	5	21	whether	whether	SCONJ
bracis-28395	5	22	combining	combine	VERB
bracis-28395	5	23	traditional	traditional	ADJ
bracis-28395	5	24	techniques	technique	NOUN
bracis-28395	5	25	and	and	CCONJ
bracis-28395	5	26	deep	deep	ADJ
bracis-28395	5	27	learning	learning	NOUN
bracis-28395	5	28	can	can	AUX
bracis-28395	5	29	improve	improve	VERB
bracis-28395	5	30	the	the	DET
bracis-28395	5	31	current	current	ADJ
bracis-28395	5	32	state	state	NOUN
bracis-28395	5	33	-	-	PUNCT
bracis-28395	5	34	of	of	ADP
bracis-28395	5	35	-	-	PUNCT
bracis-28395	5	36	the	the	DET
bracis-28395	5	37	-	-	PUNCT
bracis-28395	5	38	art	art	NOUN
bracis-28395	5	39	.	.	PUNCT
bracis-28395	6	1	our	our	PRON
bracis-28395	6	2	findings	finding	NOUN
bracis-28395	6	3	indicate	indicate	VERB
bracis-28395	6	4	that	that	SCONJ
bracis-28395	6	5	traditional	traditional	ADJ
bracis-28395	6	6	techniques	technique	NOUN
bracis-28395	6	7	yield	yield	VERB
bracis-28395	6	8	competitive	competitive	ADJ
bracis-28395	6	9	results	result	NOUN
bracis-28395	6	10	for	for	ADP
bracis-28395	6	11	hop	hop	NOUN
bracis-28395	6	12	variety	variety	NOUN
bracis-28395	6	13	identification	identification	NOUN
bracis-28395	6	14	,	,	PUNCT
bracis-28395	6	15	offering	offer	VERB
bracis-28395	6	16	advantages	advantage	NOUN
bracis-28395	6	17	such	such	ADJ
bracis-28395	6	18	as	as	ADP
bracis-28395	6	19	interpretability	interpretability	NOUN
bracis-28395	6	20	,	,	PUNCT
bracis-28395	6	21	reduced	reduce	VERB
bracis-28395	6	22	computational	computational	ADJ
bracis-28395	6	23	costs	cost	NOUN
bracis-28395	6	24	,	,	PUNCT
bracis-28395	6	25	and	and	CCONJ
bracis-28395	6	26	potential	potential	ADJ
bracis-28395	6	27	integration	integration	NOUN
bracis-28395	6	28	into	into	ADP
bracis-28395	6	29	mobile	mobile	ADJ
bracis-28395	6	30	devices	device	NOUN
bracis-28395	6	31	.	.	PUNCT
bracis-28395	7	1	moreover	moreover	ADV
bracis-28395	7	2	,	,	PUNCT
bracis-28395	7	3	we	we	PRON
bracis-28395	7	4	introduce	introduce	VERB
bracis-28395	7	5	an	an	DET
bracis-28395	7	6	ensemble	ensemble	ADJ
bracis-28395	7	7	method	method	NOUN
bracis-28395	7	8	that	that	PRON
bracis-28395	7	9	improves	improve	VERB
bracis-28395	7	10	the	the	DET
bracis-28395	7	11	accuracy	accuracy	NOUN
bracis-28395	7	12	from	from	ADP
bracis-28395	7	13	77.16	77.16	NUM
bracis-28395	7	14	%	%	NOUN
bracis-28395	7	15	to	to	ADP
bracis-28395	7	16	81.90	81.90	NUM
bracis-28395	7	17	%	%	NOUN
bracis-28395	7	18	,	,	PUNCT
bracis-28395	7	19	establishing	establish	VERB
bracis-28395	7	20	a	a	DET
bracis-28395	7	21	new	new	ADJ
bracis-28395	7	22	state	state	NOUN
bracis-28395	7	23	-	-	PUNCT
bracis-28395	7	24	of	of	ADP
bracis-28395	7	25	-	-	PUNCT
bracis-28395	7	26	the	the	DET
bracis-28395	7	27	-	-	PUNCT
bracis-28395	7	28	art	art	NOUN
bracis-28395	7	29	for	for	ADP
bracis-28395	7	30	the	the	DET
bracis-28395	7	31	ufop	ufop	ADJ
bracis-28395	7	32	-	-	PUNCT
bracis-28395	7	33	hvd	hvd	PROPN
bracis-28395	7	34	dataset	dataset	NOUN
bracis-28395	7	35	.	.	PUNCT
bracis-28395	8	1	these	these	DET
bracis-28395	8	2	results	result	NOUN
bracis-28395	8	3	demonstrate	demonstrate	VERB
bracis-28395	8	4	the	the	DET
bracis-28395	8	5	potential	potential	NOUN
bracis-28395	8	6	of	of	ADP
bracis-28395	8	7	merging	merge	VERB
bracis-28395	8	8	traditional	traditional	ADJ
bracis-28395	8	9	methods	method	NOUN
bracis-28395	8	10	with	with	ADP
bracis-28395	8	11	deep	deep	ADJ
bracis-28395	8	12	learning	learning	NOUN
bracis-28395	8	13	for	for	ADP
bracis-28395	8	14	challenging	challenge	VERB
bracis-28395	8	15	hop	hop	NOUN
bracis-28395	8	16	variety	variety	NOUN
bracis-28395	8	17	classification	classification	NOUN
bracis-28395	8	18	tasks	task	NOUN
bracis-28395	8	19	,	,	PUNCT
bracis-28395	8	20	providing	provide	VERB
bracis-28395	8	21	an	an	DET
bracis-28395	8	22	initial	initial	ADJ
bracis-28395	8	23	baseline	baseline	NOUN
bracis-28395	8	24	for	for	ADP
bracis-28395	8	25	future	future	ADJ
bracis-28395	8	26	research	research	NOUN
bracis-28395	8	27	.	.	PUNCT
bracis-28395	9	1	supported	support	VERB
bracis-28395	9	2	by	by	ADP
bracis-28395	9	3	universidade	universidade	PROPN
bracis-28395	9	4	federal	federal	PROPN
bracis-28395	9	5	de	de	PROPN
bracis-28395	9	6	ouro	ouro	PROPN
bracis-28395	9	7	preto	preto	PROPN
bracis-28395	9	8	,	,	PUNCT
bracis-28395	9	9	(	(	PUNCT
bracis-28395	9	10	fapemig	fapemig	PROPN
bracis-28395	9	11	,	,	PUNCT
bracis-28395	9	12	grants	grant	NOUN
bracis-28395	9	13	apq-01518	apq-01518	ADJ
bracis-28395	9	14	-	-	PUNCT
bracis-28395	9	15	21	21	NUM
bracis-28395	9	16	,	,	PUNCT
bracis-28395	9	17	apq-01647	apq-01647	NOUN
bracis-28395	9	18	-	-	PUNCT
bracis-28395	9	19	22	22	NUM
bracis-28395	9	20	)	)	PUNCT
bracis-28395	9	21	,	,	PUNCT
bracis-28395	9	22	capes	cape	NOUN
bracis-28395	9	23	and	and	CCONJ
bracis-28395	9	24	(	(	PUNCT
bracis-28395	9	25	cnpq	cnpq	NOUN
bracis-28395	9	26	,	,	PUNCT
bracis-28395	9	27	grants	grant	NOUN
bracis-28395	9	28	307151/2022	307151/2022	NUM
bracis-28395	9	29	-	-	SYM
bracis-28395	9	30	0	0	NUM
bracis-28395	9	31	,	,	PUNCT
bracis-28395	9	32	308400/2022	308400/2022	NUM
bracis-28395	9	33	-	-	SYM
bracis-28395	9	34	4	4	NUM
bracis-28395	9	35	)	)	PUNCT
bracis-28395	9	36	.	.	PUNCT
bracis-28395	10	1	access	access	NOUN
bracis-28395	10	2	provided	provide	VERB
bracis-28395	10	3	by	by	ADP
bracis-28395	10	4	university	university	PROPN
bracis-28395	10	5	of	of	ADP
bracis-28395	10	6	notre	notre	PROPN
bracis-28395	10	7	dame	dame	PROPN
bracis-28395	10	8	hesburgh	hesburgh	PROPN
bracis-28395	10	9	library	library	PROPN
bracis-28395	10	10	.	.	PUNCT
bracis-28395	11	1	download	download	PROPN
bracis-28395	11	2	conference	conference	NOUN
bracis-28395	11	3	paper	paper	NOUN
bracis-28395	11	4	pdf	pdf	NOUN
bracis-28395	11	5	similar	similar	ADJ
bracis-28395	11	6	content	content	NOUN
bracis-28395	11	7	being	be	AUX
bracis-28395	11	8	viewed	view	VERB
bracis-28395	11	9	by	by	ADP
bracis-28395	11	10	others	other	NOUN
bracis-28395	11	11	differential	differential	ADJ
bracis-28395	11	12	evolution	evolution	NOUN
bracis-28395	11	13	fpa	fpa	PROPN
bracis-28395	11	14	-	-	PUNCT
bracis-28395	11	15	svm	svm	PROPN
bracis-28395	11	16	for	for	ADP
bracis-28395	11	17	 	 	SPACE
bracis-28395	11	18	target	target	VERB
bracis-28395	11	19	classification	classification	NOUN
bracis-28395	11	20	in	in	ADP
bracis-28395	11	21	foliage	foliage	NOUN
bracis-28395	11	22	environment	environment	NOUN
bracis-28395	11	23	using	use	VERB
bracis-28395	11	24	device	device	NOUN
bracis-28395	11	25	-	-	PUNCT
bracis-28395	11	26	free	free	ADJ
bracis-28395	11	27	sensing	sense	VERB
bracis-28395	11	28	chapter	chapter	NOUN
bracis-28395	11	29	©	©	NOUN
bracis-28395	11	30	2020	2020	NUM
bracis-28395	11	31	deep	deep	ADJ
bracis-28395	11	32	learning	learning	NOUN
bracis-28395	11	33	:	:	PUNCT
bracis-28395	11	34	as	as	SCONJ
bracis-28395	11	35	the	the	DET
bracis-28395	11	36	new	new	ADJ
bracis-28395	11	37	frontier	frontier	NOUN
bracis-28395	11	38	in	in	ADP
bracis-28395	11	39	high	high	ADJ
bracis-28395	11	40	-	-	PUNCT
bracis-28395	11	41	throughput	throughput	NOUN
bracis-28395	11	42	plant	plant	NOUN
bracis-28395	11	43	phenotyping	phenotype	VERB
bracis-28395	11	44	article	article	NOUN
bracis-28395	11	45	18	18	NUM
bracis-28395	11	46	march	march	PROPN
bracis-28395	11	47	2022	2022	NUM
bracis-28395	11	48	a	a	DET
bracis-28395	11	49	deep	deep	ADJ
bracis-28395	11	50	learning	learning	NOUN
bracis-28395	11	51	-	-	PUNCT
bracis-28395	11	52	based	base	VERB
bracis-28395	11	53	approach	approach	NOUN
bracis-28395	11	54	for	for	ADP
bracis-28395	11	55	the	the	DET
bracis-28395	11	56	identification	identification	NOUN
bracis-28395	11	57	of	of	ADP
bracis-28395	11	58	selected	select	VERB
bracis-28395	11	59	species	specie	NOUN
bracis-28395	11	60	of	of	ADP
bracis-28395	11	61	genus	genus	ADJ
bracis-28395	11	62	euphorbia	euphorbia	PROPN
bracis-28395	11	63	l.	l.	NOUN
bracis-28395	11	64	article	article	PROPN
bracis-28395	11	65	19	19	NUM
bracis-28395	11	66	may	may	AUX
bracis-28395	11	67	2023	2023	NUM
bracis-28395	11	68	explore	explore	VERB
bracis-28395	11	69	related	relate	VERB
bracis-28395	11	70	subjects	subject	NOUN
bracis-28395	11	71	discover	discover	VERB
bracis-28395	11	72	the	the	DET
bracis-28395	11	73	latest	late	ADJ
bracis-28395	11	74	articles	article	NOUN
bracis-28395	11	75	,	,	PUNCT
bracis-28395	11	76	books	book	NOUN
bracis-28395	11	77	and	and	CCONJ
bracis-28395	11	78	news	news	NOUN
bracis-28395	11	79	in	in	ADP
bracis-28395	11	80	related	related	ADJ
bracis-28395	11	81	subjects	subject	NOUN
bracis-28395	11	82	,	,	PUNCT
bracis-28395	11	83	suggested	suggest	VERB
bracis-28395	11	84	using	use	VERB
bracis-28395	11	85	machine	machine	NOUN
bracis-28395	11	86	learning	learning	NOUN
bracis-28395	11	87	.	.	PUNCT
bracis-28395	12	1	agronomy	agronomy	NOUN
bracis-28395	12	2	categorization	categorization	NOUN
bracis-28395	12	3	horticulture	horticulture	NOUN
bracis-28395	12	4	machine	machine	NOUN
bracis-28395	12	5	learning	learn	VERB
bracis-28395	12	6	plant	plant	NOUN
bracis-28395	12	7	science	science	NOUN
bracis-28395	12	8	statistical	statistical	ADJ
bracis-28395	12	9	learning	learning	NOUN
bracis-28395	12	10	1	1	NUM
bracis-28395	12	11	introduction	introduction	NOUN
bracis-28395	12	12	accurately	accurately	ADV
bracis-28395	12	13	identifying	identify	VERB
bracis-28395	12	14	plant	plant	NOUN
bracis-28395	12	15	species	specie	NOUN
bracis-28395	12	16	and	and	CCONJ
bracis-28395	12	17	varieties	variety	NOUN
bracis-28395	12	18	holds	hold	VERB
bracis-28395	12	19	significant	significant	ADJ
bracis-28395	12	20	value	value	NOUN
bracis-28395	12	21	across	across	ADP
bracis-28395	12	22	numerous	numerous	ADJ
bracis-28395	12	23	disciplines	discipline	NOUN
bracis-28395	12	24	.	.	PUNCT
bracis-28395	13	1	within	within	ADP
bracis-28395	13	2	biology	biology	NOUN
bracis-28395	13	3	,	,	PUNCT
bracis-28395	13	4	it	it	PRON
bracis-28395	13	5	serves	serve	VERB
bracis-28395	13	6	as	as	ADP
bracis-28395	13	7	both	both	CCONJ
bracis-28395	13	8	a	a	DET
bracis-28395	13	9	subject	subject	NOUN
bracis-28395	13	10	of	of	ADP
bracis-28395	13	11	investigation	investigation	NOUN
bracis-28395	13	12	and	and	CCONJ
bracis-28395	13	13	an	an	DET
bracis-28395	13	14	instrumental	instrumental	ADJ
bracis-28395	13	15	tool	tool	NOUN
bracis-28395	13	16	for	for	ADP
bracis-28395	13	17	teaching	teach	VERB
bracis-28395	13	18	botany	botany	NOUN
bracis-28395	13	19	and	and	CCONJ
bracis-28395	13	20	promoting	promote	VERB
bracis-28395	13	21	biodiversity	biodiversity	NOUN
bracis-28395	13	22	conservation	conservation	NOUN
bracis-28395	13	23	among	among	ADP
bracis-28395	13	24	high	high	ADJ
bracis-28395	13	25	school	school	NOUN
bracis-28395	13	26	and	and	CCONJ
bracis-28395	13	27	undergraduate	undergraduate	ADJ
bracis-28395	13	28	students	student	NOUN
bracis-28395	13	29	[	[	X
bracis-28395	13	30	20	20	NUM
bracis-28395	13	31	]	]	PUNCT
bracis-28395	13	32	.	.	PUNCT
bracis-28395	14	1	in	in	ADP
bracis-28395	14	2	medicine	medicine	NOUN
bracis-28395	14	3	,	,	PUNCT
bracis-28395	14	4	plant	plant	NOUN
bracis-28395	14	5	identification	identification	NOUN
bracis-28395	14	6	enhances	enhance	VERB
bracis-28395	14	7	the	the	DET
bracis-28395	14	8	quality	quality	NOUN
bracis-28395	14	9	and	and	CCONJ
bracis-28395	14	10	safety	safety	NOUN
bracis-28395	14	11	of	of	ADP
bracis-28395	14	12	herbal	herbal	ADJ
bracis-28395	14	13	remedies	remedy	NOUN
bracis-28395	14	14	,	,	PUNCT
bracis-28395	14	15	consequently	consequently	ADV
bracis-28395	14	16	reducing	reduce	VERB
bracis-28395	14	17	poisoning	poisoning	NOUN
bracis-28395	14	18	and	and	CCONJ
bracis-28395	14	19	intoxication	intoxication	NOUN
bracis-28395	14	20	incidents	incident	NOUN
bracis-28395	14	21	[	[	X
bracis-28395	14	22	8	8	NUM
bracis-28395	14	23	]	]	PUNCT
bracis-28395	14	24	.	.	PUNCT
bracis-28395	15	1	forensic	forensic	ADJ
bracis-28395	15	2	experts	expert	NOUN
bracis-28395	15	3	utilize	utilize	VERB
bracis-28395	15	4	this	this	DET
bracis-28395	15	5	knowledge	knowledge	NOUN
bracis-28395	15	6	to	to	PART
bracis-28395	15	7	bolster	bolster	VERB
bracis-28395	15	8	criminal	criminal	ADJ
bracis-28395	15	9	investigations	investigation	NOUN
bracis-28395	15	10	and	and	CCONJ
bracis-28395	15	11	support	support	VERB
bracis-28395	15	12	drug	drug	NOUN
bracis-28395	15	13	enforcement	enforcement	NOUN
bracis-28395	15	14	efforts	effort	NOUN
bracis-28395	15	15	[	[	X
bracis-28395	15	16	14	14	NUM
bracis-28395	15	17	]	]	PUNCT
bracis-28395	15	18	.	.	PUNCT
bracis-28395	16	1	in	in	ADP
bracis-28395	16	2	agronomy	agronomy	NOUN
bracis-28395	16	3	,	,	PUNCT
bracis-28395	16	4	the	the	DET
bracis-28395	16	5	precise	precise	ADJ
bracis-28395	16	6	identification	identification	NOUN
bracis-28395	16	7	of	of	ADP
bracis-28395	16	8	plant	plant	NOUN
bracis-28395	16	9	varieties	variety	NOUN
bracis-28395	16	10	can	can	AUX
bracis-28395	16	11	optimize	optimize	VERB
bracis-28395	16	12	planting	planting	NOUN
bracis-28395	16	13	efficiency	efficiency	NOUN
bracis-28395	16	14	[	[	X
bracis-28395	16	15	5	5	NUM
bracis-28395	16	16	]	]	PUNCT
bracis-28395	16	17	,	,	PUNCT
bracis-28395	16	18	as	as	ADV
bracis-28395	16	19	well	well	ADV
bracis-28395	16	20	as	as	ADP
bracis-28395	16	21	aid	aid	NOUN
bracis-28395	16	22	in	in	ADP
bracis-28395	16	23	detecting	detect	VERB
bracis-28395	16	24	weeds	weed	NOUN
bracis-28395	16	25	detrimental	detrimental	ADJ
bracis-28395	16	26	to	to	ADP
bracis-28395	16	27	crop	crop	NOUN
bracis-28395	16	28	development	development	NOUN
bracis-28395	16	29	.	.	PUNCT
bracis-28395	17	1	numerous	numerous	ADJ
bracis-28395	17	2	methods	method	NOUN
bracis-28395	17	3	exist	exist	VERB
bracis-28395	17	4	for	for	ADP
bracis-28395	17	5	the	the	DET
bracis-28395	17	6	identification	identification	NOUN
bracis-28395	17	7	of	of	ADP
bracis-28395	17	8	plant	plant	NOUN
bracis-28395	17	9	species	specie	NOUN
bracis-28395	17	10	and	and	CCONJ
bracis-28395	17	11	varieties	variety	NOUN
bracis-28395	17	12	,	,	PUNCT
bracis-28395	17	13	such	such	ADJ
bracis-28395	17	14	as	as	ADP
bracis-28395	17	15	gas	gas	NOUN
bracis-28395	17	16	chromatography	chromatography	NOUN
bracis-28395	17	17	[	[	X
bracis-28395	17	18	1	1	NUM
bracis-28395	17	19	]	]	PUNCT
bracis-28395	17	20	,	,	PUNCT
bracis-28395	17	21	mass	mass	ADJ
bracis-28395	17	22	spectrometry	spectrometry	NOUN
bracis-28395	18	1	[	[	X
bracis-28395	18	2	18	18	NUM
bracis-28395	18	3	]	]	PUNCT
bracis-28395	18	4	,	,	PUNCT
bracis-28395	18	5	electrochemical	electrochemical	ADJ
bracis-28395	18	6	fingerprinting	fingerprinting	NOUN
bracis-28395	19	1	[	[	X
bracis-28395	19	2	12	12	NUM
bracis-28395	19	3	]	]	PUNCT
bracis-28395	19	4	,	,	PUNCT
bracis-28395	19	5	molecular	molecular	ADJ
bracis-28395	19	6	analysis	analysis	NOUN
bracis-28395	19	7	[	[	X
bracis-28395	19	8	21	21	NUM
bracis-28395	19	9	]	]	X
bracis-28395	19	10	,	,	PUNCT
bracis-28395	19	11	among	among	ADP
bracis-28395	19	12	other	other	ADJ
bracis-28395	19	13	techniques	technique	NOUN
bracis-28395	19	14	.	.	PUNCT
bracis-28395	20	1	although	although	SCONJ
bracis-28395	20	2	these	these	DET
bracis-28395	20	3	methods	method	NOUN
bracis-28395	20	4	effectively	effectively	ADV
bracis-28395	20	5	assist	assist	VERB
bracis-28395	20	6	in	in	ADP
bracis-28395	20	7	recognizing	recognize	VERB
bracis-28395	20	8	plant	plant	NOUN
bracis-28395	20	9	varieties	variety	NOUN
bracis-28395	20	10	,	,	PUNCT
bracis-28395	20	11	they	they	PRON
bracis-28395	20	12	necessitate	necessitate	VERB
bracis-28395	20	13	specialized	specialized	ADJ
bracis-28395	20	14	and	and	CCONJ
bracis-28395	20	15	costly	costly	ADJ
bracis-28395	20	16	equipment	equipment	NOUN
bracis-28395	20	17	,	,	PUNCT
bracis-28395	20	18	often	often	ADV
bracis-28395	20	19	utilized	utilize	VERB
bracis-28395	20	20	within	within	ADP
bracis-28395	20	21	laboratory	laboratory	NOUN
bracis-28395	20	22	settings	setting	NOUN
bracis-28395	20	23	.	.	PUNCT
bracis-28395	21	1	the	the	DET
bracis-28395	21	2	application	application	NOUN
bracis-28395	21	3	of	of	ADP
bracis-28395	21	4	machine	machine	NOUN
bracis-28395	21	5	learning	learn	VERB
bracis-28395	21	6	for	for	ADP
bracis-28395	21	7	plant	plant	NOUN
bracis-28395	21	8	recognition	recognition	NOUN
bracis-28395	21	9	through	through	ADP
bracis-28395	21	10	image	image	NOUN
bracis-28395	21	11	analysis	analysis	NOUN
bracis-28395	21	12	has	have	AUX
bracis-28395	21	13	garnered	garner	VERB
bracis-28395	21	14	interest	interest	NOUN
bracis-28395	21	15	due	due	ADP
bracis-28395	21	16	to	to	ADP
bracis-28395	21	17	its	its	PRON
bracis-28395	21	18	user	user	NOUN
bracis-28395	21	19	-	-	PUNCT
bracis-28395	21	20	friendliness	friendliness	NOUN
bracis-28395	21	21	and	and	CCONJ
bracis-28395	21	22	accessibility	accessibility	NOUN
bracis-28395	21	23	[	[	X
bracis-28395	21	24	4	4	NUM
bracis-28395	21	25	]	]	PUNCT
bracis-28395	21	26	.	.	PUNCT
bracis-28395	22	1	in	in	ADP
bracis-28395	22	2	the	the	DET
bracis-28395	22	3	machine	machine	NOUN
bracis-28395	22	4	learning	learning	NOUN
bracis-28395	22	5	approach	approach	NOUN
bracis-28395	22	6	,	,	PUNCT
bracis-28395	22	7	the	the	DET
bracis-28395	22	8	only	only	ADJ
bracis-28395	22	9	required	require	VERB
bracis-28395	22	10	equipment	equipment	NOUN
bracis-28395	22	11	is	be	AUX
bracis-28395	22	12	a	a	DET
bracis-28395	22	13	device	device	NOUN
bracis-28395	22	14	capable	capable	ADJ
bracis-28395	22	15	of	of	ADP
bracis-28395	22	16	capturing	capture	VERB
bracis-28395	22	17	plant	plant	NOUN
bracis-28395	22	18	images	image	NOUN
bracis-28395	22	19	(	(	PUNCT
bracis-28395	22	20	or	or	CCONJ
bracis-28395	22	21	their	their	PRON
bracis-28395	22	22	components	component	NOUN
bracis-28395	22	23	)	)	PUNCT
bracis-28395	22	24	,	,	PUNCT
bracis-28395	22	25	such	such	ADJ
bracis-28395	22	26	as	as	ADP
bracis-28395	22	27	a	a	DET
bracis-28395	22	28	smartphone	smartphone	NOUN
bracis-28395	22	29	or	or	CCONJ
bracis-28395	22	30	a	a	DET
bracis-28395	22	31	standard	standard	ADJ
bracis-28395	22	32	camera	camera	NOUN
bracis-28395	22	33	,	,	PUNCT
bracis-28395	22	34	which	which	PRON
bracis-28395	22	35	individuals	individual	NOUN
bracis-28395	22	36	can	can	AUX
bracis-28395	22	37	utilize	utilize	VERB
bracis-28395	22	38	without	without	ADP
bracis-28395	22	39	prior	prior	ADJ
bracis-28395	22	40	experience	experience	NOUN
bracis-28395	22	41	in	in	ADP
bracis-28395	22	42	plant	plant	NOUN
bracis-28395	22	43	classification	classification	NOUN
bracis-28395	22	44	.	.	PUNCT
bracis-28395	23	1	although	although	SCONJ
bracis-28395	23	2	some	some	DET
bracis-28395	23	3	researchers	researcher	NOUN
bracis-28395	23	4	have	have	AUX
bracis-28395	23	5	demonstrated	demonstrate	VERB
bracis-28395	23	6	the	the	DET
bracis-28395	23	7	feasibility	feasibility	NOUN
bracis-28395	23	8	of	of	ADP
bracis-28395	23	9	classifying	classify	VERB
bracis-28395	23	10	plant	plant	NOUN
bracis-28395	23	11	species	specie	NOUN
bracis-28395	23	12	using	use	VERB
bracis-28395	23	13	computer	computer	NOUN
bracis-28395	23	14	vision	vision	NOUN
bracis-28395	23	15	with	with	ADP
bracis-28395	23	16	remarkable	remarkable	ADJ
bracis-28395	23	17	accuracy	accuracy	NOUN
bracis-28395	23	18	,	,	PUNCT
bracis-28395	23	19	a	a	DET
bracis-28395	23	20	more	more	ADV
bracis-28395	23	21	challenging	challenging	ADJ
bracis-28395	23	22	subclass	subclass	NOUN
bracis-28395	23	23	of	of	ADP
bracis-28395	23	24	the	the	DET
bracis-28395	23	25	problem	problem	NOUN
bracis-28395	23	26	persists	persist	VERB
bracis-28395	23	27	:	:	PUNCT
bracis-28395	23	28	distinguishing	distinguish	VERB
bracis-28395	23	29	varieties	variety	NOUN
bracis-28395	23	30	within	within	ADP
bracis-28395	23	31	the	the	DET
bracis-28395	23	32	same	same	ADJ
bracis-28395	23	33	species	specie	NOUN
bracis-28395	23	34	.	.	PUNCT
bracis-28395	24	1	plants	plant	NOUN
bracis-28395	24	2	of	of	ADP
bracis-28395	24	3	the	the	DET
bracis-28395	24	4	same	same	ADJ
bracis-28395	24	5	species	specie	NOUN
bracis-28395	24	6	often	often	ADV
bracis-28395	24	7	exhibit	exhibit	VERB
bracis-28395	24	8	strikingly	strikingly	ADV
bracis-28395	24	9	similar	similar	ADJ
bracis-28395	24	10	appearances	appearance	NOUN
bracis-28395	24	11	across	across	ADP
bracis-28395	24	12	leaves	leave	NOUN
bracis-28395	24	13	,	,	PUNCT
bracis-28395	24	14	stems	stem	NOUN
bracis-28395	24	15	,	,	PUNCT
bracis-28395	24	16	and	and	CCONJ
bracis-28395	24	17	flowers	flower	NOUN
bracis-28395	24	18	 	 	SPACE
bracis-28395	25	1	[	[	X
bracis-28395	25	2	19	19	NUM
bracis-28395	25	3	]	]	PUNCT
bracis-28395	25	4	.	.	PUNCT
bracis-28395	26	1	nevertheless	nevertheless	ADV
bracis-28395	26	2	,	,	PUNCT
bracis-28395	26	3	in	in	ADP
bracis-28395	26	4	certain	certain	ADJ
bracis-28395	26	5	applications	application	NOUN
bracis-28395	26	6	,	,	PUNCT
bracis-28395	26	7	it	it	PRON
bracis-28395	26	8	is	be	AUX
bracis-28395	26	9	crucial	crucial	ADJ
bracis-28395	26	10	to	to	PART
bracis-28395	26	11	classify	classify	VERB
bracis-28395	26	12	plant	plant	NOUN
bracis-28395	26	13	varieties	variety	NOUN
bracis-28395	26	14	,	,	PUNCT
bracis-28395	26	15	as	as	SCONJ
bracis-28395	26	16	exemplified	exemplify	VERB
bracis-28395	26	17	by	by	ADP
bracis-28395	26	18	hops	hop	NOUN
bracis-28395	26	19	used	use	VERB
bracis-28395	26	20	in	in	ADP
bracis-28395	26	21	beer	beer	NOUN
bracis-28395	26	22	production	production	NOUN
bracis-28395	26	23	.	.	PUNCT
bracis-28395	27	1	hops	hops	AUX
bracis-28395	27	2	impart	impart	ADJ
bracis-28395	27	3	flavor	flavor	NOUN
bracis-28395	27	4	,	,	PUNCT
bracis-28395	27	5	aroma	aroma	NOUN
bracis-28395	27	6	,	,	PUNCT
bracis-28395	27	7	and	and	CCONJ
bracis-28395	27	8	bitterness	bitterness	NOUN
bracis-28395	27	9	;	;	PUNCT
bracis-28395	27	10	depending	depend	VERB
bracis-28395	27	11	on	on	ADP
bracis-28395	27	12	the	the	DET
bracis-28395	27	13	variety	variety	NOUN
bracis-28395	27	14	,	,	PUNCT
bracis-28395	27	15	the	the	DET
bracis-28395	27	16	beverage	beverage	NOUN
bracis-28395	27	17	’s	’s	PART
bracis-28395	27	18	characteristics	characteristic	NOUN
bracis-28395	27	19	are	be	AUX
bracis-28395	27	20	significantly	significantly	ADV
bracis-28395	27	21	affected	affect	VERB
bracis-28395	27	22	.	.	PUNCT
bracis-28395	28	1	chemical	chemical	NOUN
bracis-28395	28	2	processes	process	NOUN
bracis-28395	28	3	differentiate	differentiate	VERB
bracis-28395	28	4	hop	hop	NOUN
bracis-28395	28	5	varieties	variety	NOUN
bracis-28395	28	6	in	in	ADP
bracis-28395	28	7	the	the	DET
bracis-28395	28	8	industry	industry	NOUN
bracis-28395	28	9	,	,	PUNCT
bracis-28395	28	10	but	but	CCONJ
bracis-28395	28	11	these	these	DET
bracis-28395	28	12	methods	method	NOUN
bracis-28395	28	13	are	be	AUX
bracis-28395	28	14	expensive	expensive	ADJ
bracis-28395	28	15	and	and	CCONJ
bracis-28395	28	16	time	time	NOUN
bracis-28395	28	17	-	-	PUNCT
bracis-28395	28	18	consuming	consume	VERB
bracis-28395	28	19	.	.	PUNCT
bracis-28395	29	1	in	in	ADP
bracis-28395	29	2	this	this	DET
bracis-28395	29	3	context	context	NOUN
bracis-28395	29	4	,	,	PUNCT
bracis-28395	29	5	researchers	researcher	NOUN
bracis-28395	29	6	have	have	AUX
bracis-28395	29	7	made	make	VERB
bracis-28395	29	8	available	available	ADJ
bracis-28395	29	9	a	a	DET
bracis-28395	29	10	dataset	dataset	NOUN
bracis-28395	29	11	,	,	PUNCT
bracis-28395	29	12	the	the	DET
bracis-28395	29	13	ufop	ufop	PROPN
bracis-28395	29	14	-	-	PUNCT
bracis-28395	29	15	hvd	hvd	PROPN
bracis-28395	29	16	 	 	SPACE
bracis-28395	30	1	[	[	PUNCT
bracis-28395	30	2	6]footnote	6]footnote	NUM
bracis-28395	30	3	1	1	NUM
bracis-28395	30	4	,	,	PUNCT
bracis-28395	30	5	containing	contain	VERB
bracis-28395	30	6	images	image	NOUN
bracis-28395	30	7	of	of	ADP
bracis-28395	30	8	12	12	NUM
bracis-28395	30	9	hop	hop	NOUN
bracis-28395	30	10	varieties	variety	NOUN
bracis-28395	30	11	.	.	PUNCT
bracis-28395	31	1	in	in	ADP
bracis-28395	31	2	[	[	X
bracis-28395	31	3	7	7	NUM
bracis-28395	31	4	]	]	PUNCT
bracis-28395	31	5	,	,	PUNCT
bracis-28395	31	6	deep	deep	ADJ
bracis-28395	31	7	learning	learning	NOUN
bracis-28395	31	8	techniques	technique	NOUN
bracis-28395	31	9	,	,	PUNCT
bracis-28395	31	10	specifically	specifically	ADV
bracis-28395	31	11	convolutional	convolutional	ADJ
bracis-28395	31	12	networks	network	NOUN
bracis-28395	31	13	,	,	PUNCT
bracis-28395	31	14	were	be	AUX
bracis-28395	31	15	explored	explore	VERB
bracis-28395	31	16	for	for	ADP
bracis-28395	31	17	hop	hop	PROPN
bracis-28395	31	18	variety	variety	PROPN
bracis-28395	31	19	classification	classification	NOUN
bracis-28395	31	20	.	.	PUNCT
bracis-28395	32	1	however	however	ADV
bracis-28395	32	2	,	,	PUNCT
bracis-28395	32	3	the	the	DET
bracis-28395	32	4	dataset	dataset	NOUN
bracis-28395	32	5	is	be	AUX
bracis-28395	32	6	limited	limit	VERB
bracis-28395	32	7	,	,	PUNCT
bracis-28395	32	8	containing	contain	VERB
bracis-28395	32	9	only	only	ADV
bracis-28395	32	10	1,592	1,592	NUM
bracis-28395	32	11	images	image	NOUN
bracis-28395	32	12	(	(	PUNCT
bracis-28395	32	13	4,159	4,159	NUM
bracis-28395	32	14	hop	hop	NOUN
bracis-28395	32	15	leaves	leave	NOUN
bracis-28395	32	16	)	)	PUNCT
bracis-28395	32	17	.	.	PUNCT
bracis-28395	33	1	as	as	ADP
bracis-28395	33	2	a	a	DET
bracis-28395	33	3	result	result	NOUN
bracis-28395	33	4	,	,	PUNCT
bracis-28395	33	5	two	two	NUM
bracis-28395	33	6	research	research	NOUN
bracis-28395	33	7	questions	question	NOUN
bracis-28395	33	8	emerge	emerge	VERB
bracis-28395	33	9	:	:	PUNCT
bracis-28395	33	10	rq1	rq1	NOUN
bracis-28395	33	11	,	,	PUNCT
bracis-28395	33	12	given	give	VERB
bracis-28395	33	13	the	the	DET
bracis-28395	33	14	limited	limited	ADJ
bracis-28395	33	15	number	number	NOUN
bracis-28395	33	16	of	of	ADP
bracis-28395	33	17	images	image	NOUN
bracis-28395	33	18	in	in	ADP
bracis-28395	33	19	the	the	DET
bracis-28395	33	20	ufop	ufop	NOUN
bracis-28395	33	21	-	-	PUNCT
bracis-28395	33	22	hvd	hvd	PROPN
bracis-28395	33	23	dataset	dataset	NOUN
bracis-28395	33	24	,	,	PUNCT
bracis-28395	33	25	which	which	PRON
bracis-28395	33	26	may	may	AUX
bracis-28395	33	27	not	not	PART
bracis-28395	33	28	favor	favor	VERB
bracis-28395	33	29	deep	deep	ADJ
bracis-28395	33	30	learning	learning	NOUN
bracis-28395	33	31	techniques	technique	NOUN
bracis-28395	33	32	,	,	PUNCT
bracis-28395	33	33	is	be	AUX
bracis-28395	33	34	it	it	PRON
bracis-28395	33	35	possible	possible	ADJ
bracis-28395	33	36	to	to	PART
bracis-28395	33	37	achieve	achieve	VERB
bracis-28395	33	38	better	well	ADV
bracis-28395	33	39	or	or	CCONJ
bracis-28395	33	40	more	more	ADV
bracis-28395	33	41	competitive	competitive	ADJ
bracis-28395	33	42	results	result	NOUN
bracis-28395	33	43	using	use	VERB
bracis-28395	33	44	traditional	traditional	ADJ
bracis-28395	33	45	feature	feature	NOUN
bracis-28395	33	46	extraction	extraction	NOUN
bracis-28395	33	47	techniques	technique	NOUN
bracis-28395	33	48	?	?	PUNCT
bracis-28395	33	49	and	and	CCONJ
bracis-28395	33	50	rq2	rq2	NOUN
bracis-28395	33	51	,	,	PUNCT
bracis-28395	33	52	can	can	AUX
bracis-28395	33	53	the	the	DET
bracis-28395	33	54	combination	combination	NOUN
bracis-28395	33	55	of	of	ADP
bracis-28395	33	56	traditional	traditional	ADJ
bracis-28395	33	57	techniques	technique	NOUN
bracis-28395	33	58	and	and	CCONJ
bracis-28395	33	59	deep	deep	ADJ
bracis-28395	33	60	learning	learning	NOUN
bracis-28395	33	61	improve	improve	VERB
bracis-28395	33	62	the	the	DET
bracis-28395	33	63	current	current	ADJ
bracis-28395	33	64	state	state	NOUN
bracis-28395	33	65	-	-	PUNCT
bracis-28395	33	66	of	of	ADP
bracis-28395	33	67	-	-	PUNCT
bracis-28395	33	68	the	the	DET
bracis-28395	33	69	-	-	PUNCT
bracis-28395	33	70	art	art	NOUN
bracis-28395	33	71	for	for	ADP
bracis-28395	33	72	the	the	DET
bracis-28395	33	73	ufop	ufop	ADJ
bracis-28395	33	74	-	-	PUNCT
bracis-28395	33	75	hvd	hvd	PROPN
bracis-28395	33	76	dataset	dataset	NOUN
bracis-28395	33	77	?	?	PUNCT
bracis-28395	34	1	the	the	DET
bracis-28395	34	2	experimental	experimental	ADJ
bracis-28395	34	3	findings	finding	NOUN
bracis-28395	34	4	of	of	ADP
bracis-28395	34	5	this	this	DET
bracis-28395	34	6	study	study	NOUN
bracis-28395	34	7	indicate	indicate	VERB
bracis-28395	34	8	that	that	SCONJ
bracis-28395	34	9	traditional	traditional	ADJ
bracis-28395	34	10	techniques	technique	NOUN
bracis-28395	34	11	yield	yield	VERB
bracis-28395	34	12	competitive	competitive	ADJ
bracis-28395	34	13	results	result	NOUN
bracis-28395	34	14	and	and	CCONJ
bracis-28395	34	15	offer	offer	VERB
bracis-28395	34	16	several	several	ADJ
bracis-28395	34	17	advantages	advantage	NOUN
bracis-28395	34	18	,	,	PUNCT
bracis-28395	34	19	such	such	ADJ
bracis-28395	34	20	as	as	ADP
bracis-28395	34	21	easier	easy	ADJ
bracis-28395	34	22	interpretability	interpretability	NOUN
bracis-28395	34	23	,	,	PUNCT
bracis-28395	34	24	reduced	reduce	VERB
bracis-28395	34	25	computational	computational	ADJ
bracis-28395	34	26	costs	cost	NOUN
bracis-28395	34	27	,	,	PUNCT
bracis-28395	34	28	and	and	CCONJ
bracis-28395	34	29	the	the	DET
bracis-28395	34	30	potential	potential	NOUN
bracis-28395	34	31	for	for	ADP
bracis-28395	34	32	seamless	seamless	ADJ
bracis-28395	34	33	integration	integration	NOUN
bracis-28395	34	34	into	into	ADP
bracis-28395	34	35	mobile	mobile	ADJ
bracis-28395	34	36	devices	device	NOUN
bracis-28395	34	37	,	,	PUNCT
bracis-28395	34	38	compared	compare	VERB
bracis-28395	34	39	to	to	ADP
bracis-28395	34	40	deep	deep	ADJ
bracis-28395	34	41	learning	learning	NOUN
bracis-28395	34	42	techniques	technique	NOUN
bracis-28395	34	43	.	.	PUNCT
bracis-28395	35	1	nevertheless	nevertheless	ADV
bracis-28395	35	2	,	,	PUNCT
bracis-28395	35	3	merging	merge	VERB
bracis-28395	35	4	traditional	traditional	ADJ
bracis-28395	35	5	methods	method	NOUN
bracis-28395	35	6	with	with	ADP
bracis-28395	35	7	deep	deep	ADJ
bracis-28395	35	8	learning	learning	NOUN
bracis-28395	35	9	has	have	AUX
bracis-28395	35	10	shown	show	VERB
bracis-28395	35	11	potential	potential	NOUN
bracis-28395	35	12	to	to	PART
bracis-28395	35	13	yield	yield	VERB
bracis-28395	35	14	significant	significant	ADJ
bracis-28395	35	15	advancements	advancement	NOUN
bracis-28395	35	16	in	in	ADP
bracis-28395	35	17	classification	classification	NOUN
bracis-28395	35	18	.	.	PUNCT
bracis-28395	36	1	this	this	PRON
bracis-28395	36	2	was	be	AUX
bracis-28395	36	3	particularly	particularly	ADV
bracis-28395	36	4	evident	evident	ADJ
bracis-28395	36	5	in	in	ADP
bracis-28395	36	6	the	the	DET
bracis-28395	36	7	tested	test	VERB
bracis-28395	36	8	hop	hop	NOUN
bracis-28395	36	9	varieties	variety	NOUN
bracis-28395	36	10	dataset	dataset	VERB
bracis-28395	36	11	,	,	PUNCT
bracis-28395	36	12	where	where	SCONJ
bracis-28395	36	13	an	an	DET
bracis-28395	36	14	improvement	improvement	NOUN
bracis-28395	36	15	in	in	ADP
bracis-28395	36	16	accuracy	accuracy	NOUN
bracis-28395	36	17	was	be	AUX
bracis-28395	36	18	observed	observe	VERB
bracis-28395	36	19	from	from	ADP
bracis-28395	36	20	77.16	77.16	NUM
bracis-28395	36	21	%	%	NOUN
bracis-28395	36	22	to	to	ADP
bracis-28395	36	23	81.90	81.90	NUM
bracis-28395	36	24	%	%	NOUN
bracis-28395	36	25	,	,	PUNCT
bracis-28395	36	26	as	as	SCONJ
bracis-28395	36	27	demonstrated	demonstrate	VERB
bracis-28395	36	28	by	by	ADP
bracis-28395	36	29	our	our	PRON
bracis-28395	36	30	experimental	experimental	ADJ
bracis-28395	36	31	findings	finding	NOUN
bracis-28395	36	32	.	.	PUNCT
bracis-28395	37	1	given	give	VERB
bracis-28395	37	2	that	that	PRON
bracis-28395	37	3	,	,	PUNCT
bracis-28395	37	4	the	the	DET
bracis-28395	37	5	dataset	dataset	NOUN
bracis-28395	37	6	under	under	ADP
bracis-28395	37	7	investigation	investigation	NOUN
bracis-28395	37	8	is	be	AUX
bracis-28395	37	9	relatively	relatively	ADV
bracis-28395	37	10	new	new	ADJ
bracis-28395	37	11	,	,	PUNCT
bracis-28395	37	12	this	this	DET
bracis-28395	37	13	work	work	NOUN
bracis-28395	37	14	also	also	ADV
bracis-28395	37	15	establishes	establish	VERB
bracis-28395	37	16	an	an	DET
bracis-28395	37	17	initial	initial	ADJ
bracis-28395	37	18	baseline	baseline	NOUN
bracis-28395	37	19	for	for	ADP
bracis-28395	37	20	the	the	DET
bracis-28395	37	21	problem	problem	NOUN
bracis-28395	37	22	,	,	PUNCT
bracis-28395	37	23	encompassing	encompass	VERB
bracis-28395	37	24	traditional	traditional	ADJ
bracis-28395	37	25	and	and	CCONJ
bracis-28395	37	26	deep	deep	ADJ
bracis-28395	37	27	learning	learning	NOUN
bracis-28395	37	28	approaches	approach	NOUN
bracis-28395	37	29	.	.	PUNCT
bracis-28395	38	1	2	2	NUM
bracis-28395	38	2	related	relate	VERB
bracis-28395	38	3	works	work	NOUN
bracis-28395	38	4	and	and	CCONJ
bracis-28395	38	5	 	 	SPACE
bracis-28395	38	6	dataset	dataset	VERB
bracis-28395	38	7	humulus	humulus	PROPN
bracis-28395	38	8	lupulus	lupulus	PROPN
bracis-28395	38	9	l.	l.	PROPN
bracis-28395	38	10	,	,	PUNCT
bracis-28395	38	11	commonly	commonly	ADV
bracis-28395	38	12	referred	refer	VERB
bracis-28395	38	13	to	to	ADP
bracis-28395	38	14	as	as	ADP
bracis-28395	38	15	hops	hop	NOUN
bracis-28395	38	16	,	,	PUNCT
bracis-28395	38	17	is	be	AUX
bracis-28395	38	18	a	a	DET
bracis-28395	38	19	climbing	climbing	NOUN
bracis-28395	38	20	plant	plant	NOUN
bracis-28395	38	21	whose	whose	DET
bracis-28395	38	22	flowers	flower	NOUN
bracis-28395	38	23	are	be	AUX
bracis-28395	38	24	a	a	DET
bracis-28395	38	25	principal	principal	ADJ
bracis-28395	38	26	ingredient	ingredient	NOUN
bracis-28395	38	27	in	in	ADP
bracis-28395	38	28	beer	beer	NOUN
bracis-28395	38	29	production	production	NOUN
bracis-28395	38	30	worldwide	worldwide	ADV
bracis-28395	38	31	.	.	PUNCT
bracis-28395	39	1	hops	hop	VERB
bracis-28395	39	2	impart	impart	ADJ
bracis-28395	39	3	flavor	flavor	NOUN
bracis-28395	39	4	,	,	PUNCT
bracis-28395	39	5	bitterness	bitterness	NOUN
bracis-28395	39	6	,	,	PUNCT
bracis-28395	39	7	and	and	CCONJ
bracis-28395	39	8	aroma	aroma	NOUN
bracis-28395	39	9	to	to	ADP
bracis-28395	39	10	the	the	DET
bracis-28395	39	11	beverage	beverage	NOUN
bracis-28395	40	1	[	[	X
bracis-28395	40	2	3	3	NUM
bracis-28395	40	3	]	]	PUNCT
bracis-28395	40	4	,	,	PUNCT
bracis-28395	40	5	and	and	CCONJ
bracis-28395	40	6	play	play	VERB
bracis-28395	40	7	an	an	DET
bracis-28395	40	8	important	important	ADJ
bracis-28395	40	9	role	role	NOUN
bracis-28395	40	10	in	in	ADP
bracis-28395	40	11	stabilization	stabilization	NOUN
bracis-28395	40	12	.	.	PUNCT
bracis-28395	41	1	over	over	ADP
bracis-28395	41	2	250	250	NUM
bracis-28395	41	3	cataloged	cataloged	ADJ
bracis-28395	41	4	varieties	variety	NOUN
bracis-28395	41	5	of	of	ADP
bracis-28395	41	6	this	this	DET
bracis-28395	41	7	plant	plant	NOUN
bracis-28395	41	8	exist	exist	VERB
bracis-28395	41	9	[	[	X
bracis-28395	41	10	17	17	NUM
bracis-28395	41	11	]	]	PUNCT
bracis-28395	41	12	,	,	PUNCT
bracis-28395	41	13	with	with	ADP
bracis-28395	41	14	distinguishing	distinguish	VERB
bracis-28395	41	15	features	feature	NOUN
bracis-28395	41	16	including	include	VERB
bracis-28395	41	17	alpha	alpha	NOUN
bracis-28395	41	18	-	-	PUNCT
bracis-28395	41	19	acids	acid	NOUN
bracis-28395	41	20	,	,	PUNCT
bracis-28395	41	21	beta	beta	NOUN
bracis-28395	41	22	-	-	PUNCT
bracis-28395	41	23	acids	acid	NOUN
bracis-28395	41	24	,	,	PUNCT
bracis-28395	41	25	and	and	CCONJ
bracis-28395	41	26	essential	essential	ADJ
bracis-28395	41	27	oils	oil	NOUN
bracis-28395	41	28	[	[	X
bracis-28395	41	29	25	25	NUM
bracis-28395	41	30	]	]	PUNCT
bracis-28395	41	31	.	.	PUNCT
bracis-28395	42	1	these	these	DET
bracis-28395	42	2	components	component	NOUN
bracis-28395	42	3	endow	endow	VERB
bracis-28395	42	4	each	each	DET
bracis-28395	42	5	beer	beer	NOUN
bracis-28395	42	6	with	with	ADP
bracis-28395	42	7	unique	unique	ADJ
bracis-28395	42	8	characteristics	characteristic	NOUN
bracis-28395	42	9	,	,	PUNCT
bracis-28395	42	10	potentially	potentially	ADV
bracis-28395	42	11	influencing	influence	VERB
bracis-28395	42	12	its	its	PRON
bracis-28395	42	13	classification	classification	NOUN
bracis-28395	42	14	.	.	PUNCT
bracis-28395	43	1	numerous	numerous	ADJ
bracis-28395	43	2	methods	method	NOUN
bracis-28395	43	3	exist	exist	VERB
bracis-28395	43	4	for	for	ADP
bracis-28395	43	5	identifying	identify	VERB
bracis-28395	43	6	hop	hop	NOUN
bracis-28395	43	7	varieties	variety	NOUN
bracis-28395	43	8	based	base	VERB
bracis-28395	43	9	on	on	ADP
bracis-28395	43	10	their	their	PRON
bracis-28395	43	11	acids	acid	NOUN
bracis-28395	43	12	and	and	CCONJ
bracis-28395	43	13	essential	essential	ADJ
bracis-28395	43	14	oils	oil	NOUN
bracis-28395	43	15	 	 	SPACE
bracis-28395	44	1	[	[	X
bracis-28395	44	2	11	11	NUM
bracis-28395	44	3	,	,	PUNCT
bracis-28395	44	4	13	13	NUM
bracis-28395	44	5	,	,	PUNCT
bracis-28395	44	6	24	24	NUM
bracis-28395	44	7	]	]	PUNCT
bracis-28395	44	8	.	.	PUNCT
bracis-28395	45	1	however	however	ADV
bracis-28395	45	2	,	,	PUNCT
bracis-28395	45	3	these	these	DET
bracis-28395	45	4	techniques	technique	NOUN
bracis-28395	45	5	may	may	AUX
bracis-28395	45	6	be	be	AUX
bracis-28395	45	7	inaccessible	inaccessible	ADJ
bracis-28395	45	8	or	or	CCONJ
bracis-28395	45	9	unavailable	unavailable	ADJ
bracis-28395	45	10	to	to	ADP
bracis-28395	45	11	farmers	farmer	NOUN
bracis-28395	45	12	.	.	PUNCT
bracis-28395	46	1	machine	machine	NOUN
bracis-28395	46	2	learning	learning	NOUN
bracis-28395	46	3	and	and	CCONJ
bracis-28395	46	4	computer	computer	NOUN
bracis-28395	46	5	vision	vision	NOUN
bracis-28395	46	6	-	-	PUNCT
bracis-28395	46	7	based	base	VERB
bracis-28395	46	8	methods	method	NOUN
bracis-28395	46	9	offer	offer	VERB
bracis-28395	46	10	promising	promising	ADJ
bracis-28395	46	11	alternatives	alternative	NOUN
bracis-28395	46	12	,	,	PUNCT
bracis-28395	46	13	given	give	VERB
bracis-28395	46	14	the	the	DET
bracis-28395	46	15	extensive	extensive	ADJ
bracis-28395	46	16	literature	literature	NOUN
bracis-28395	46	17	on	on	ADP
bracis-28395	46	18	plant	plant	NOUN
bracis-28395	46	19	species	specie	NOUN
bracis-28395	46	20	recognition	recognition	NOUN
bracis-28395	46	21	 	 	SPACE
bracis-28395	47	1	[	[	X
bracis-28395	47	2	4	4	NUM
bracis-28395	47	3	]	]	PUNCT
bracis-28395	47	4	.	.	PUNCT
bracis-28395	48	1	for	for	ADP
bracis-28395	48	2	hops	hop	NOUN
bracis-28395	48	3	,	,	PUNCT
bracis-28395	48	4	the	the	DET
bracis-28395	48	5	focus	focus	NOUN
bracis-28395	48	6	is	be	AUX
bracis-28395	48	7	on	on	ADP
bracis-28395	48	8	classifying	classify	VERB
bracis-28395	48	9	the	the	DET
bracis-28395	48	10	variety	variety	NOUN
bracis-28395	48	11	,	,	PUNCT
bracis-28395	48	12	which	which	PRON
bracis-28395	48	13	is	be	AUX
bracis-28395	48	14	a	a	DET
bracis-28395	48	15	taxonomic	taxonomic	ADJ
bracis-28395	48	16	level	level	NOUN
bracis-28395	48	17	below	below	ADP
bracis-28395	48	18	species	specie	NOUN
bracis-28395	48	19	.	.	PUNCT
bracis-28395	49	1	as	as	ADP
bracis-28395	49	2	[	[	X
bracis-28395	49	3	19	19	NUM
bracis-28395	49	4	]	]	PUNCT
bracis-28395	49	5	states	state	NOUN
bracis-28395	49	6	,	,	PUNCT
bracis-28395	49	7	intraspecific	intraspecific	NOUN
bracis-28395	49	8	varieties	variety	NOUN
bracis-28395	49	9	share	share	VERB
bracis-28395	49	10	common	common	ADJ
bracis-28395	49	11	genotype	genotype	NOUN
bracis-28395	49	12	or	or	CCONJ
bracis-28395	49	13	phenotype	phenotype	NOUN
bracis-28395	49	14	traits	trait	NOUN
bracis-28395	49	15	.	.	PUNCT
bracis-28395	50	1	in	in	ADP
bracis-28395	50	2	the	the	DET
bracis-28395	50	3	case	case	NOUN
bracis-28395	50	4	of	of	ADP
bracis-28395	50	5	hops	hop	NOUN
bracis-28395	50	6	,	,	PUNCT
bracis-28395	50	7	visually	visually	ADV
bracis-28395	50	8	observable	observable	ADJ
bracis-28395	50	9	morphological	morphological	ADJ
bracis-28395	50	10	features	feature	NOUN
bracis-28395	50	11	are	be	AUX
bracis-28395	50	12	quite	quite	ADV
bracis-28395	50	13	similar	similar	ADJ
bracis-28395	50	14	,	,	PUNCT
bracis-28395	50	15	as	as	SCONJ
bracis-28395	50	16	demonstrated	demonstrate	VERB
bracis-28395	50	17	in	in	ADP
bracis-28395	50	18	fig	fig	NOUN
bracis-28395	50	19	.	.	PUNCT
bracis-28395	50	20	 	 	SPACE
bracis-28395	51	1	1	1	NUM
bracis-28395	51	2	.	.	PUNCT
bracis-28395	51	3	to	to	PART
bracis-28395	51	4	address	address	VERB
bracis-28395	51	5	this	this	DET
bracis-28395	51	6	problem	problem	NOUN
bracis-28395	51	7	with	with	ADP
bracis-28395	51	8	computer	computer	NOUN
bracis-28395	51	9	vision	vision	NOUN
bracis-28395	51	10	,	,	PUNCT
bracis-28395	51	11	brazilian	brazilian	ADJ
bracis-28395	51	12	researchers	researcher	NOUN
bracis-28395	51	13	have	have	AUX
bracis-28395	51	14	provided	provide	VERB
bracis-28395	51	15	an	an	DET
bracis-28395	51	16	image	image	NOUN
bracis-28395	51	17	dataset	dataset	VERB
bracis-28395	51	18	to	to	PART
bracis-28395	51	19	facilitate	facilitate	VERB
bracis-28395	51	20	the	the	DET
bracis-28395	51	21	development	development	NOUN
bracis-28395	51	22	of	of	ADP
bracis-28395	51	23	machine	machine	NOUN
bracis-28395	51	24	-	-	PUNCT
bracis-28395	51	25	learning	learn	VERB
bracis-28395	51	26	techniques	technique	NOUN
bracis-28395	51	27	for	for	ADP
bracis-28395	51	28	the	the	DET
bracis-28395	51	29	classification	classification	NOUN
bracis-28395	51	30	of	of	ADP
bracis-28395	51	31	hop	hop	NOUN
bracis-28395	51	32	varieties	variety	NOUN
bracis-28395	51	33	.	.	PUNCT
bracis-28395	52	1	in	in	ADP
bracis-28395	52	2	[	[	X
bracis-28395	52	3	7	7	NUM
bracis-28395	52	4	]	]	PUNCT
bracis-28395	52	5	,	,	PUNCT
bracis-28395	52	6	an	an	DET
bracis-28395	52	7	end	end	NOUN
bracis-28395	52	8	-	-	PUNCT
bracis-28395	52	9	to	to	ADP
bracis-28395	52	10	-	-	PUNCT
bracis-28395	52	11	end	end	NOUN
bracis-28395	52	12	method	method	NOUN
bracis-28395	52	13	for	for	ADP
bracis-28395	52	14	hop	hop	PROPN
bracis-28395	52	15	variety	variety	NOUN
bracis-28395	52	16	classification	classification	NOUN
bracis-28395	52	17	using	use	VERB
bracis-28395	52	18	the	the	DET
bracis-28395	52	19	ufop	ufop	NOUN
bracis-28395	52	20	-	-	PUNCT
bracis-28395	52	21	hvd	hvd	PROPN
bracis-28395	52	22	was	be	AUX
bracis-28395	52	23	proposed	propose	VERB
bracis-28395	52	24	.	.	PUNCT
bracis-28395	53	1	the	the	DET
bracis-28395	53	2	researchers	researcher	NOUN
bracis-28395	53	3	investigated	investigate	VERB
bracis-28395	53	4	several	several	ADJ
bracis-28395	53	5	cnn	cnn	PROPN
bracis-28395	53	6	architectures	architecture	NOUN
bracis-28395	53	7	:	:	PUNCT
bracis-28395	53	8	resnets	resnet	NOUN
bracis-28395	53	9	,	,	PUNCT
bracis-28395	53	10	efficientnets	efficientnet	NOUN
bracis-28395	53	11	,	,	PUNCT
bracis-28395	53	12	and	and	CCONJ
bracis-28395	53	13	inceptionnets	inceptionnet	NOUN
bracis-28395	53	14	.	.	PUNCT
bracis-28395	54	1	they	they	PRON
bracis-28395	54	2	explored	explore	VERB
bracis-28395	54	3	image	image	NOUN
bracis-28395	54	4	classification	classification	NOUN
bracis-28395	54	5	with	with	ADP
bracis-28395	54	6	and	and	CCONJ
bracis-28395	54	7	without	without	ADP
bracis-28395	54	8	leaf	leaf	NOUN
bracis-28395	54	9	segmentation	segmentation	NOUN
bracis-28395	54	10	,	,	PUNCT
bracis-28395	54	11	with	with	ADP
bracis-28395	54	12	and	and	CCONJ
bracis-28395	54	13	without	without	ADP
bracis-28395	54	14	data	data	NOUN
bracis-28395	54	15	augmentation	augmentation	NOUN
bracis-28395	54	16	,	,	PUNCT
bracis-28395	54	17	and	and	CCONJ
bracis-28395	54	18	proposed	propose	VERB
bracis-28395	54	19	an	an	DET
bracis-28395	54	20	ensemble	ensemble	ADJ
bracis-28395	54	21	architecture	architecture	NOUN
bracis-28395	54	22	called	call	VERB
bracis-28395	54	23	multi	multi	ADJ
bracis-28395	54	24	-	-	ADJ
bracis-28395	54	25	cropped	cropped	ADJ
bracis-28395	54	26	-	-	PUNCT
bracis-28395	54	27	full	full	ADJ
bracis-28395	54	28	,	,	PUNCT
bracis-28395	54	29	which	which	PRON
bracis-28395	54	30	combined	combine	VERB
bracis-28395	54	31	six	six	NUM
bracis-28395	54	32	models	model	NOUN
bracis-28395	54	33	.	.	PUNCT
bracis-28395	55	1	for	for	ADP
bracis-28395	55	2	the	the	DET
bracis-28395	55	3	leaf	leaf	NOUN
bracis-28395	55	4	-	-	PUNCT
bracis-28395	55	5	only	only	ADV
bracis-28395	55	6	classification	classification	NOUN
bracis-28395	55	7	problem	problem	NOUN
bracis-28395	55	8	,	,	PUNCT
bracis-28395	55	9	termed	term	VERB
bracis-28395	55	10	“	"	PUNCT
bracis-28395	55	11	cropped	cropped	ADJ
bracis-28395	55	12	classification	classification	NOUN
bracis-28395	55	13	”	"	PUNCT
bracis-28395	55	14	by	by	ADP
bracis-28395	55	15	the	the	DET
bracis-28395	55	16	authors	author	NOUN
bracis-28395	55	17	,	,	PUNCT
bracis-28395	55	18	a	a	DET
bracis-28395	55	19	resnet50	resnet50	NOUN
bracis-28395	55	20	architecture	architecture	NOUN
bracis-28395	55	21	with	with	ADP
bracis-28395	55	22	a	a	DET
bracis-28395	55	23	50	50	NUM
bracis-28395	55	24	%	%	NOUN
bracis-28395	55	25	dropout	dropout	NOUN
bracis-28395	55	26	achieved	achieve	VERB
bracis-28395	55	27	the	the	DET
bracis-28395	55	28	best	good	ADJ
bracis-28395	55	29	results	result	NOUN
bracis-28395	55	30	,	,	PUNCT
bracis-28395	55	31	attaining	attain	VERB
bracis-28395	55	32	78	78	NUM
bracis-28395	55	33	%	%	NOUN
bracis-28395	55	34	accuracy	accuracy	NOUN
bracis-28395	55	35	.	.	PUNCT
bracis-28395	56	1	the	the	DET
bracis-28395	56	2	ensemble	ensemble	ADJ
bracis-28395	56	3	model	model	NOUN
bracis-28395	56	4	,	,	PUNCT
bracis-28395	56	5	multi	multi	ADJ
bracis-28395	56	6	-	-	ADJ
bracis-28395	56	7	cropped	cropped	ADJ
bracis-28395	56	8	-	-	PUNCT
bracis-28395	56	9	full	full	ADJ
bracis-28395	56	10	,	,	PUNCT
bracis-28395	56	11	utilized	utilize	VERB
bracis-28395	56	12	multiple	multiple	ADJ
bracis-28395	56	13	leaves	leave	NOUN
bracis-28395	56	14	from	from	ADP
bracis-28395	56	15	the	the	DET
bracis-28395	56	16	same	same	ADJ
bracis-28395	56	17	image	image	NOUN
bracis-28395	56	18	and	and	CCONJ
bracis-28395	56	19	the	the	DET
bracis-28395	56	20	entire	entire	ADJ
bracis-28395	56	21	image	image	NOUN
bracis-28395	56	22	as	as	ADP
bracis-28395	56	23	input	input	NOUN
bracis-28395	56	24	,	,	PUNCT
bracis-28395	56	25	achieving	achieve	VERB
bracis-28395	56	26	81	81	NUM
bracis-28395	56	27	%	%	NOUN
bracis-28395	56	28	accuracy	accuracy	NOUN
bracis-28395	56	29	.	.	PUNCT
bracis-28395	57	1	with	with	ADP
bracis-28395	57	2	the	the	DET
bracis-28395	57	3	application	application	NOUN
bracis-28395	57	4	of	of	ADP
bracis-28395	57	5	data	datum	NOUN
bracis-28395	57	6	augmentation	augmentation	NOUN
bracis-28395	57	7	techniques	technique	NOUN
bracis-28395	57	8	,	,	PUNCT
bracis-28395	57	9	the	the	DET
bracis-28395	57	10	multi	multi	ADJ
bracis-28395	57	11	-	-	ADJ
bracis-28395	57	12	cropped	cropped	ADJ
bracis-28395	57	13	-	-	PUNCT
bracis-28395	57	14	full	full	ADJ
bracis-28395	57	15	model	model	NOUN
bracis-28395	57	16	reached	reach	VERB
bracis-28395	57	17	95	95	NUM
bracis-28395	57	18	%	%	NOUN
bracis-28395	57	19	accuracy	accuracy	NOUN
bracis-28395	57	20	.	.	PUNCT
bracis-28395	58	1	in	in	ADP
bracis-28395	58	2	the	the	DET
bracis-28395	58	3	present	present	ADJ
bracis-28395	58	4	study	study	NOUN
bracis-28395	58	5	,	,	PUNCT
bracis-28395	58	6	we	we	PRON
bracis-28395	58	7	explore	explore	VERB
bracis-28395	58	8	traditional	traditional	ADJ
bracis-28395	58	9	machine	machine	NOUN
bracis-28395	58	10	learning	learn	VERB
bracis-28395	58	11	techniques	technique	NOUN
bracis-28395	58	12	using	use	VERB
bracis-28395	58	13	the	the	DET
bracis-28395	58	14	dataset	dataset	NOUN
bracis-28395	58	15	in	in	ADP
bracis-28395	58	16	the	the	DET
bracis-28395	58	17	“	"	PUNCT
bracis-28395	58	18	cropped	cropped	ADJ
bracis-28395	58	19	”	"	PUNCT
bracis-28395	58	20	configuration	configuration	NOUN
bracis-28395	58	21	,	,	PUNCT
bracis-28395	58	22	wherein	wherein	SCONJ
bracis-28395	58	23	each	each	DET
bracis-28395	58	24	detected	detect	VERB
bracis-28395	58	25	leaf	leaf	NOUN
bracis-28395	58	26	image	image	NOUN
bracis-28395	58	27	(	(	PUNCT
bracis-28395	58	28	an	an	DET
bracis-28395	58	29	image	image	NOUN
bracis-28395	58	30	that	that	PRON
bracis-28395	58	31	can	can	AUX
bracis-28395	58	32	have	have	VERB
bracis-28395	58	33	multiple	multiple	ADJ
bracis-28395	58	34	hop	hop	NOUN
bracis-28395	58	35	leaves	leave	NOUN
bracis-28395	58	36	)	)	PUNCT
bracis-28395	58	37	is	be	AUX
bracis-28395	58	38	transformed	transform	VERB
bracis-28395	58	39	into	into	ADP
bracis-28395	58	40	a	a	DET
bracis-28395	58	41	new	new	ADJ
bracis-28395	58	42	input	input	NOUN
bracis-28395	58	43	for	for	ADP
bracis-28395	58	44	the	the	DET
bracis-28395	58	45	problem	problem	NOUN
bracis-28395	58	46	.	.	PUNCT
bracis-28395	59	1	in	in	ADP
bracis-28395	59	2	this	this	DET
bracis-28395	59	3	cropped	cropped	ADJ
bracis-28395	59	4	evaluation	evaluation	NOUN
bracis-28395	59	5	format	format	NOUN
bracis-28395	59	6	,	,	PUNCT
bracis-28395	59	7	only	only	ADV
bracis-28395	59	8	the	the	DET
bracis-28395	59	9	main	main	ADJ
bracis-28395	59	10	leaf	leaf	NOUN
bracis-28395	59	11	should	should	AUX
bracis-28395	59	12	be	be	AUX
bracis-28395	59	13	considered	consider	VERB
bracis-28395	59	14	.	.	PUNCT
bracis-28395	60	1	given	give	VERB
bracis-28395	60	2	the	the	DET
bracis-28395	60	3	limited	limited	ADJ
bracis-28395	60	4	number	number	NOUN
bracis-28395	60	5	of	of	ADP
bracis-28395	60	6	samples	sample	NOUN
bracis-28395	60	7	,	,	PUNCT
bracis-28395	60	8	it	it	PRON
bracis-28395	60	9	is	be	AUX
bracis-28395	60	10	hypothesized	hypothesize	VERB
bracis-28395	60	11	that	that	SCONJ
bracis-28395	60	12	traditional	traditional	ADJ
bracis-28395	60	13	machine	machine	NOUN
bracis-28395	60	14	-	-	PUNCT
bracis-28395	60	15	learning	learn	VERB
bracis-28395	60	16	techniques	technique	NOUN
bracis-28395	60	17	should	should	AUX
bracis-28395	60	18	yield	yield	VERB
bracis-28395	60	19	results	result	NOUN
bracis-28395	60	20	comparable	comparable	ADJ
bracis-28395	60	21	to	to	ADP
bracis-28395	60	22	those	those	PRON
bracis-28395	60	23	reported	report	VERB
bracis-28395	60	24	in	in	ADP
bracis-28395	60	25	[	[	X
bracis-28395	60	26	7	7	NUM
bracis-28395	60	27	]	]	PUNCT
bracis-28395	60	28	.	.	PUNCT
bracis-28395	61	1	2.1	2.1	NUM
bracis-28395	61	2	ufop	ufop	NOUN
bracis-28395	61	3	hop	hop	PROPN
bracis-28395	61	4	varieties	variety	NOUN
bracis-28395	61	5	dataset	dataset	VERB
bracis-28395	61	6	the	the	DET
bracis-28395	61	7	ufop	ufop	ADJ
bracis-28395	61	8	hop	hop	NOUN
bracis-28395	61	9	varieties	variety	NOUN
bracis-28395	61	10	dataset	dataset	VERB
bracis-28395	61	11	(	(	PUNCT
bracis-28395	61	12	ufop	ufop	NOUN
bracis-28395	61	13	-	-	PUNCT
bracis-28395	61	14	hvd	hvd	PROPN
bracis-28395	61	15	)	)	PUNCT
bracis-28395	62	1	[	[	X
bracis-28395	62	2	6	6	NUM
bracis-28395	62	3	]	]	PUNCT
bracis-28395	62	4	comprises	comprise	VERB
bracis-28395	62	5	1,592	1,592	NUM
bracis-28395	62	6	images	image	NOUN
bracis-28395	62	7	of	of	ADP
bracis-28395	62	8	young	young	ADJ
bracis-28395	62	9	and	and	CCONJ
bracis-28395	62	10	adult	adult	NOUN
bracis-28395	62	11	hop	hop	NOUN
bracis-28395	62	12	leaves	leave	VERB
bracis-28395	62	13	across	across	ADP
bracis-28395	62	14	12	12	NUM
bracis-28395	62	15	varieties	variety	NOUN
bracis-28395	62	16	.	.	PUNCT
bracis-28395	63	1	the	the	DET
bracis-28395	63	2	images	image	NOUN
bracis-28395	63	3	were	be	AUX
bracis-28395	63	4	captured	capture	VERB
bracis-28395	63	5	without	without	ADP
bracis-28395	63	6	controlling	control	VERB
bracis-28395	63	7	lighting	lighting	NOUN
bracis-28395	63	8	,	,	PUNCT
bracis-28395	63	9	focus	focus	NOUN
bracis-28395	63	10	,	,	PUNCT
bracis-28395	63	11	distance	distance	NOUN
bracis-28395	63	12	,	,	PUNCT
bracis-28395	63	13	or	or	CCONJ
bracis-28395	63	14	angle	angle	NOUN
bracis-28395	63	15	and	and	CCONJ
bracis-28395	63	16	have	have	VERB
bracis-28395	63	17	resolutions	resolution	NOUN
bracis-28395	63	18	ranging	range	VERB
bracis-28395	63	19	from	from	ADP
bracis-28395	63	20	1,040\(\,\times	1,040\(\,\times	NUM
bracis-28395	63	21	\,\)520	\,\)520	PROPN
bracis-28395	63	22	to	to	ADP
bracis-28395	63	23	4,096\(\,\times	4,096\(\,\times	PROPN
bracis-28395	63	24	\,\)3,072	\,\)3,072	NOUN
bracis-28395	63	25	.	.	PUNCT
bracis-28395	64	1	the	the	DET
bracis-28395	64	2	dataset	dataset	NOUN
bracis-28395	64	3	allocates	allocate	VERB
bracis-28395	64	4	70	70	NUM
bracis-28395	64	5	%	%	NOUN
bracis-28395	64	6	of	of	ADP
bracis-28395	64	7	the	the	DET
bracis-28395	64	8	images	image	NOUN
bracis-28395	64	9	for	for	ADP
bracis-28395	64	10	training	training	NOUN
bracis-28395	64	11	,	,	PUNCT
bracis-28395	64	12	15	15	NUM
bracis-28395	64	13	%	%	NOUN
bracis-28395	64	14	for	for	ADP
bracis-28395	64	15	validation	validation	NOUN
bracis-28395	64	16	,	,	PUNCT
bracis-28395	64	17	and	and	CCONJ
bracis-28395	64	18	15	15	NUM
bracis-28395	64	19	%	%	NOUN
bracis-28395	64	20	for	for	ADP
bracis-28395	64	21	testing	testing	NOUN
bracis-28395	64	22	,	,	PUNCT
bracis-28395	64	23	establishing	establish	VERB
bracis-28395	64	24	a	a	DET
bracis-28395	64	25	protocol	protocol	NOUN
bracis-28395	64	26	to	to	PART
bracis-28395	64	27	be	be	AUX
bracis-28395	64	28	adhered	adhere	VERB
bracis-28395	64	29	to	to	ADP
bracis-28395	64	30	by	by	ADP
bracis-28395	64	31	authors	author	NOUN
bracis-28395	64	32	.	.	PUNCT
bracis-28395	65	1	representative	representative	ADJ
bracis-28395	65	2	samples	sample	NOUN
bracis-28395	65	3	from	from	ADP
bracis-28395	65	4	the	the	DET
bracis-28395	65	5	dataset	dataset	NOUN
bracis-28395	65	6	can	can	AUX
bracis-28395	65	7	be	be	AUX
bracis-28395	65	8	viewed	view	VERB
bracis-28395	65	9	in	in	ADP
bracis-28395	65	10	fig	fig	NOUN
bracis-28395	65	11	.	.	PUNCT
bracis-28395	65	12	 	 	SPACE
bracis-28395	66	1	1	1	NUM
bracis-28395	66	2	.	.	PUNCT
bracis-28395	66	3	fig	fig	NOUN
bracis-28395	66	4	.	.	PUNCT
bracis-28395	67	1	1	1	X
bracis-28395	67	2	.	.	X
bracis-28395	68	1	examples	example	NOUN
bracis-28395	68	2	of	of	ADP
bracis-28395	68	3	the	the	DET
bracis-28395	68	4	12	12	NUM
bracis-28395	68	5	hop	hop	NOUN
bracis-28395	68	6	varieties	variety	NOUN
bracis-28395	68	7	used	use	VERB
bracis-28395	68	8	in	in	ADP
bracis-28395	68	9	this	this	DET
bracis-28395	68	10	work	work	NOUN
bracis-28395	68	11	:	:	PUNCT
bracis-28395	68	12	(	(	PUNCT
bracis-28395	68	13	a	a	X
bracis-28395	68	14	)	)	PUNCT
bracis-28395	68	15	cascade	cascade	NOUN
bracis-28395	68	16	;	;	PUNCT
bracis-28395	68	17	(	(	PUNCT
bracis-28395	68	18	b	b	X
bracis-28395	68	19	)	)	PUNCT
bracis-28395	68	20	centennial	centennial	NOUN
bracis-28395	68	21	;	;	PUNCT
bracis-28395	68	22	(	(	PUNCT
bracis-28395	68	23	c	c	X
bracis-28395	68	24	)	)	PUNCT
bracis-28395	68	25	cluster	cluster	NOUN
bracis-28395	68	26	;	;	PUNCT
bracis-28395	68	27	(	(	PUNCT
bracis-28395	68	28	d	d	X
bracis-28395	68	29	)	)	PUNCT
bracis-28395	68	30	comet	comet	NOUN
bracis-28395	68	31	;	;	PUNCT
bracis-28395	68	32	(	(	PUNCT
bracis-28395	68	33	e	e	X
bracis-28395	68	34	)	)	PUNCT
bracis-28395	68	35	hallertau	hallertau	PROPN
bracis-28395	68	36	mittelfrueh	mittelfrueh	PROPN
bracis-28395	68	37	;	;	PUNCT
bracis-28395	68	38	(	(	PUNCT
bracis-28395	68	39	f	f	X
bracis-28395	68	40	)	)	PUNCT
bracis-28395	68	41	nugget	nugget	NOUN
bracis-28395	68	42	;	;	PUNCT
bracis-28395	68	43	(	(	PUNCT
bracis-28395	68	44	g	g	NOUN
bracis-28395	68	45	)	)	PUNCT
bracis-28395	68	46	saaz	saaz	PROPN
bracis-28395	68	47	;	;	PUNCT
bracis-28395	68	48	(	(	PUNCT
bracis-28395	68	49	h	h	NOUN
bracis-28395	68	50	)	)	PUNCT
bracis-28395	68	51	sorachi	sorachi	PROPN
bracis-28395	68	52	ace	ace	NOUN
bracis-28395	68	53	;	;	PUNCT
bracis-28395	68	54	(	(	PUNCT
bracis-28395	68	55	i	i	NOUN
bracis-28395	68	56	)	)	PUNCT
bracis-28395	68	57	tahoma	tahoma	NOUN
bracis-28395	68	58	;	;	PUNCT
bracis-28395	68	59	(	(	PUNCT
bracis-28395	68	60	j	j	NOUN
bracis-28395	68	61	)	)	PUNCT
bracis-28395	68	62	triple	triple	ADJ
bracis-28395	68	63	pearl	pearl	NOUN
bracis-28395	68	64	;	;	PUNCT
bracis-28395	68	65	(	(	PUNCT
bracis-28395	68	66	k	k	NOUN
bracis-28395	68	67	)	)	PUNCT
bracis-28395	68	68	triumph	triumph	NOUN
bracis-28395	68	69	;	;	PUNCT
bracis-28395	68	70	(	(	PUNCT
bracis-28395	68	71	l	l	NOUN
bracis-28395	68	72	)	)	PUNCT
bracis-28395	68	73	zeus	zeus	NOUN
bracis-28395	68	74	.	.	PUNCT
bracis-28395	69	1	full	full	ADJ
bracis-28395	69	2	size	size	NOUN
bracis-28395	69	3	image	image	NOUN
bracis-28395	69	4	each	each	DET
bracis-28395	69	5	image	image	NOUN
bracis-28395	69	6	in	in	ADP
bracis-28395	69	7	the	the	DET
bracis-28395	69	8	dataset	dataset	NOUN
bracis-28395	69	9	is	be	AUX
bracis-28395	69	10	accompanied	accompany	VERB
bracis-28395	69	11	by	by	ADP
bracis-28395	69	12	an	an	DET
bracis-28395	69	13	xml	xml	NOUN
bracis-28395	69	14	file	file	NOUN
bracis-28395	69	15	that	that	PRON
bracis-28395	69	16	specifies	specify	VERB
bracis-28395	69	17	the	the	DET
bracis-28395	69	18	plant	plant	NOUN
bracis-28395	69	19	variety	variety	NOUN
bracis-28395	69	20	and	and	CCONJ
bracis-28395	69	21	includes	include	VERB
bracis-28395	69	22	one	one	NUM
bracis-28395	69	23	or	or	CCONJ
bracis-28395	69	24	more	more	ADJ
bracis-28395	69	25	leaves	leave	NOUN
bracis-28395	69	26	labeled	label	VERB
bracis-28395	69	27	using	use	VERB
bracis-28395	69	28	bounding	bounding	NOUN
bracis-28395	69	29	boxes	box	NOUN
bracis-28395	69	30	.	.	PUNCT
bracis-28395	70	1	these	these	DET
bracis-28395	70	2	bounding	bounding	NOUN
bracis-28395	70	3	boxes	box	NOUN
bracis-28395	70	4	are	be	AUX
bracis-28395	70	5	defined	define	VERB
bracis-28395	70	6	by	by	ADP
bracis-28395	70	7	x	x	SYM
bracis-28395	70	8	and	and	CCONJ
bracis-28395	70	9	y	y	PROPN
bracis-28395	70	10	coordinates	coordinate	NOUN
bracis-28395	70	11	for	for	ADP
bracis-28395	70	12	the	the	DET
bracis-28395	70	13	upper	upper	ADV
bracis-28395	70	14	-	-	PUNCT
bracis-28395	70	15	left	left	ADJ
bracis-28395	70	16	and	and	CCONJ
bracis-28395	70	17	lower	low	ADJ
bracis-28395	70	18	-	-	PUNCT
bracis-28395	70	19	right	right	ADJ
bracis-28395	70	20	corners	corner	NOUN
bracis-28395	70	21	.	.	PUNCT
bracis-28395	71	1	leaves	leave	NOUN
bracis-28395	71	2	that	that	PRON
bracis-28395	71	3	are	be	AUX
bracis-28395	71	4	not	not	PART
bracis-28395	71	5	sharp	sharp	ADJ
bracis-28395	71	6	or	or	CCONJ
bracis-28395	71	7	are	be	AUX
bracis-28395	71	8	significantly	significantly	ADV
bracis-28395	71	9	occluded	occlude	VERB
bracis-28395	71	10	have	have	AUX
bracis-28395	71	11	been	be	AUX
bracis-28395	71	12	excluded	exclude	VERB
bracis-28395	71	13	by	by	ADP
bracis-28395	71	14	the	the	DET
bracis-28395	71	15	dataset	dataset	ADJ
bracis-28395	71	16	author	author	NOUN
bracis-28395	71	17	to	to	PART
bracis-28395	71	18	maintain	maintain	VERB
bracis-28395	71	19	data	datum	NOUN
bracis-28395	71	20	quality	quality	NOUN
bracis-28395	71	21	.	.	PUNCT
bracis-28395	72	1	table	table	NOUN
bracis-28395	72	2	 	 	SPACE
bracis-28395	72	3	1	1	NUM
bracis-28395	72	4	presents	present	VERB
bracis-28395	72	5	the	the	DET
bracis-28395	72	6	number	number	NOUN
bracis-28395	72	7	of	of	ADP
bracis-28395	72	8	images	image	NOUN
bracis-28395	72	9	per	per	ADP
bracis-28395	72	10	class	class	NOUN
bracis-28395	72	11	for	for	ADP
bracis-28395	72	12	each	each	DET
bracis-28395	72	13	set	set	NOUN
bracis-28395	72	14	.	.	PUNCT
bracis-28395	73	1	the	the	DET
bracis-28395	73	2	photographs	photograph	NOUN
bracis-28395	73	3	were	be	AUX
bracis-28395	73	4	captured	capture	VERB
bracis-28395	73	5	using	use	VERB
bracis-28395	73	6	motorola	motorola	PROPN
bracis-28395	73	7	moto	moto	PROPN
bracis-28395	73	8	g7	g7	PROPN
bracis-28395	73	9	,	,	PUNCT
bracis-28395	73	10	samsung	samsung	PROPN
bracis-28395	73	11	galaxy	galaxy	PROPN
bracis-28395	73	12	a11	a11	PROPN
bracis-28395	73	13	,	,	PUNCT
bracis-28395	73	14	and	and	CCONJ
bracis-28395	73	15	apple	apple	NOUN
bracis-28395	73	16	iphone	iphone	NOUN
bracis-28395	73	17	11	11	NUM
bracis-28395	73	18	devices	device	NOUN
bracis-28395	73	19	.	.	PUNCT
bracis-28395	74	1	table	table	NOUN
bracis-28395	74	2	1	1	NUM
bracis-28395	74	3	.	.	PUNCT
bracis-28395	74	4	class	class	NOUN
bracis-28395	74	5	/	/	SYM
bracis-28395	74	6	variety	variety	NOUN
bracis-28395	74	7	division	division	NOUN
bracis-28395	74	8	of	of	ADP
bracis-28395	74	9	training	training	NOUN
bracis-28395	74	10	,	,	PUNCT
bracis-28395	74	11	validation	validation	NOUN
bracis-28395	74	12	,	,	PUNCT
bracis-28395	74	13	and	and	CCONJ
bracis-28395	74	14	test	test	NOUN
bracis-28395	74	15	set	set	VERB
bracis-28395	74	16	size.full	size.full	ADJ
bracis-28395	74	17	size	size	NOUN
bracis-28395	74	18	table	table	NOUN
bracis-28395	74	19	3	3	NUM
bracis-28395	74	20	methodology	methodology	NOUN
bracis-28395	74	21	in	in	ADP
bracis-28395	74	22	this	this	DET
bracis-28395	74	23	study	study	NOUN
bracis-28395	74	24	,	,	PUNCT
bracis-28395	74	25	hop	hop	NOUN
bracis-28395	74	26	classification	classification	NOUN
bracis-28395	74	27	is	be	AUX
bracis-28395	74	28	not	not	PART
bracis-28395	74	29	conducted	conduct	VERB
bracis-28395	74	30	using	use	VERB
bracis-28395	74	31	the	the	DET
bracis-28395	74	32	entire	entire	ADJ
bracis-28395	74	33	image	image	NOUN
bracis-28395	74	34	.	.	PUNCT
bracis-28395	75	1	instead	instead	ADV
bracis-28395	75	2	,	,	PUNCT
bracis-28395	75	3	only	only	ADV
bracis-28395	75	4	the	the	DET
bracis-28395	75	5	main	main	ADJ
bracis-28395	75	6	leaf	leaf	NOUN
bracis-28395	75	7	,	,	PUNCT
bracis-28395	75	8	which	which	PRON
bracis-28395	75	9	possesses	possess	VERB
bracis-28395	75	10	the	the	DET
bracis-28395	75	11	largest	large	ADJ
bracis-28395	75	12	area	area	NOUN
bracis-28395	75	13	among	among	ADP
bracis-28395	75	14	all	all	DET
bracis-28395	75	15	leaves	leave	NOUN
bracis-28395	75	16	,	,	PUNCT
bracis-28395	75	17	is	be	AUX
bracis-28395	75	18	utilized	utilize	VERB
bracis-28395	75	19	.	.	PUNCT
bracis-28395	76	1	as	as	SCONJ
bracis-28395	76	2	illustrated	illustrate	VERB
bracis-28395	76	3	in	in	ADP
bracis-28395	76	4	fig	fig	NOUN
bracis-28395	76	5	.	.	PUNCT
bracis-28395	76	6	 	 	SPACE
bracis-28395	77	1	2	2	NUM
bracis-28395	77	2	,	,	PUNCT
bracis-28395	77	3	the	the	DET
bracis-28395	77	4	main	main	ADJ
bracis-28395	77	5	leaf	leaf	NOUN
bracis-28395	77	6	is	be	AUX
bracis-28395	77	7	marked	mark	VERB
bracis-28395	77	8	with	with	ADP
bracis-28395	77	9	a	a	DET
bracis-28395	77	10	red	red	ADJ
bracis-28395	77	11	bounding	bounding	NOUN
bracis-28395	77	12	box	box	NOUN
bracis-28395	77	13	,	,	PUNCT
bracis-28395	77	14	while	while	SCONJ
bracis-28395	77	15	the	the	DET
bracis-28395	77	16	remaining	remain	VERB
bracis-28395	77	17	leaves	leave	NOUN
bracis-28395	77	18	are	be	AUX
bracis-28395	77	19	outlined	outline	VERB
bracis-28395	77	20	in	in	ADP
bracis-28395	77	21	yellow	yellow	ADJ
bracis-28395	77	22	.	.	PUNCT
bracis-28395	78	1	the	the	DET
bracis-28395	78	2	initial	initial	ADJ
bracis-28395	78	3	step	step	NOUN
bracis-28395	78	4	involves	involve	VERB
bracis-28395	78	5	evaluating	evaluate	VERB
bracis-28395	78	6	the	the	DET
bracis-28395	78	7	area	area	NOUN
bracis-28395	78	8	of	of	ADP
bracis-28395	78	9	all	all	DET
bracis-28395	78	10	leaves	leave	NOUN
bracis-28395	78	11	in	in	ADP
bracis-28395	78	12	the	the	DET
bracis-28395	78	13	image	image	NOUN
bracis-28395	78	14	and	and	CCONJ
bracis-28395	78	15	extracting	extract	VERB
bracis-28395	78	16	the	the	DET
bracis-28395	78	17	largest	large	ADJ
bracis-28395	78	18	one	one	NUM
bracis-28395	78	19	.	.	PUNCT
bracis-28395	79	1	subsequently	subsequently	ADV
bracis-28395	79	2	,	,	PUNCT
bracis-28395	79	3	the	the	DET
bracis-28395	79	4	cropped	crop	VERB
bracis-28395	79	5	image	image	NOUN
bracis-28395	79	6	is	be	AUX
bracis-28395	79	7	resized	resize	VERB
bracis-28395	79	8	such	such	ADJ
bracis-28395	79	9	that	that	SCONJ
bracis-28395	79	10	its	its	PRON
bracis-28395	79	11	longest	long	ADJ
bracis-28395	79	12	side	side	NOUN
bracis-28395	79	13	measures	measure	NOUN
bracis-28395	79	14	l	l	NOUN
bracis-28395	79	15	pixels	pixel	NOUN
bracis-28395	79	16	.	.	PUNCT
bracis-28395	80	1	this	this	DET
bracis-28395	80	2	parameter	parameter	NOUN
bracis-28395	80	3	is	be	AUX
bracis-28395	80	4	further	far	ADV
bracis-28395	80	5	investigated	investigate	VERB
bracis-28395	80	6	in	in	ADP
bracis-28395	80	7	sect	sect	NOUN
bracis-28395	80	8	.	.	PUNCT
bracis-28395	80	9	 	 	SPACE
bracis-28395	81	1	4	4	X
bracis-28395	81	2	.	.	PUNCT
bracis-28395	82	1	this	this	DET
bracis-28395	82	2	standardization	standardization	NOUN
bracis-28395	82	3	process	process	NOUN
bracis-28395	82	4	is	be	AUX
bracis-28395	82	5	essential	essential	ADJ
bracis-28395	82	6	to	to	PART
bracis-28395	82	7	account	account	VERB
bracis-28395	82	8	for	for	ADP
bracis-28395	82	9	varying	vary	VERB
bracis-28395	82	10	image	image	NOUN
bracis-28395	82	11	resolutions	resolution	NOUN
bracis-28395	82	12	.	.	PUNCT
bracis-28395	83	1	lastly	lastly	ADV
bracis-28395	83	2	,	,	PUNCT
bracis-28395	83	3	the	the	DET
bracis-28395	83	4	image	image	NOUN
bracis-28395	83	5	is	be	AUX
bracis-28395	83	6	converted	convert	VERB
bracis-28395	83	7	to	to	ADP
bracis-28395	83	8	grayscale	grayscale	NOUN
bracis-28395	83	9	in	in	ADP
bracis-28395	83	10	preparation	preparation	NOUN
bracis-28395	83	11	for	for	ADP
bracis-28395	83	12	feature	feature	NOUN
bracis-28395	83	13	extraction	extraction	NOUN
bracis-28395	83	14	algorithms	algorithm	NOUN
bracis-28395	83	15	.	.	PUNCT
bracis-28395	84	1	fig	fig	NOUN
bracis-28395	84	2	.	.	PUNCT
bracis-28395	85	1	2	2	X
bracis-28395	85	2	.	.	X
bracis-28395	85	3	pre	pre	ADJ
bracis-28395	85	4	-	-	ADJ
bracis-28395	85	5	processing	processing	NOUN
bracis-28395	85	6	containing	contain	VERB
bracis-28395	85	7	the	the	DET
bracis-28395	85	8	steps	step	NOUN
bracis-28395	85	9	of	of	ADP
bracis-28395	85	10	cropping	crop	VERB
bracis-28395	85	11	the	the	DET
bracis-28395	85	12	main	main	ADJ
bracis-28395	85	13	leaf	leaf	NOUN
bracis-28395	85	14	,	,	PUNCT
bracis-28395	85	15	resizing	resizing	NOUN
bracis-28395	85	16	,	,	PUNCT
bracis-28395	85	17	and	and	CCONJ
bracis-28395	85	18	converting	convert	VERB
bracis-28395	85	19	to	to	ADP
bracis-28395	85	20	grayscale	grayscale	NOUN
bracis-28395	85	21	.	.	PUNCT
bracis-28395	86	1	full	full	ADJ
bracis-28395	86	2	size	size	NOUN
bracis-28395	86	3	image	image	NOUN
bracis-28395	86	4	3.1	3.1	NUM
bracis-28395	86	5	proposed	propose	VERB
bracis-28395	86	6	method	method	NOUN
bracis-28395	86	7	figure	figure	NOUN
bracis-28395	86	8	 	 	SPACE
bracis-28395	86	9	3	3	NUM
bracis-28395	86	10	showcases	showcase	VERB
bracis-28395	86	11	the	the	DET
bracis-28395	86	12	method	method	NOUN
bracis-28395	86	13	,	,	PUNCT
bracis-28395	86	14	unifying	unify	VERB
bracis-28395	86	15	all	all	DET
bracis-28395	86	16	steps	step	NOUN
bracis-28395	86	17	.	.	PUNCT
bracis-28395	87	1	the	the	DET
bracis-28395	87	2	original	original	ADJ
bracis-28395	87	3	image	image	NOUN
bracis-28395	87	4	is	be	AUX
bracis-28395	87	5	pre	pre	VERB
bracis-28395	87	6	-	-	VERB
bracis-28395	87	7	processed	process	VERB
bracis-28395	87	8	through	through	ADP
bracis-28395	87	9	cropping	cropping	NOUN
bracis-28395	87	10	,	,	PUNCT
bracis-28395	87	11	resizing	resizing	NOUN
bracis-28395	87	12	,	,	PUNCT
bracis-28395	87	13	and	and	CCONJ
bracis-28395	87	14	grayscale	grayscale	PROPN
bracis-28395	87	15	conversion	conversion	NOUN
bracis-28395	87	16	.	.	PUNCT
bracis-28395	88	1	next	next	ADV
bracis-28395	88	2	,	,	PUNCT
bracis-28395	88	3	glcm	glcm	PROPN
bracis-28395	88	4	,	,	PUNCT
bracis-28395	88	5	lbp	lbp	NOUN
bracis-28395	88	6	,	,	PUNCT
bracis-28395	88	7	daisy	daisy	NOUN
bracis-28395	88	8	,	,	PUNCT
bracis-28395	88	9	and	and	CCONJ
bracis-28395	88	10	kase	kase	PROPN
bracis-28395	88	11	feature	feature	PROPN
bracis-28395	88	12	extractors	extractor	NOUN
bracis-28395	88	13	are	be	AUX
bracis-28395	88	14	applied	apply	VERB
bracis-28395	88	15	.	.	PUNCT
bracis-28395	89	1	daisy	daisy	NOUN
bracis-28395	89	2	and	and	CCONJ
bracis-28395	89	3	kase	kase	PROPN
bracis-28395	89	4	descriptors	descriptor	NOUN
bracis-28395	89	5	are	be	AUX
bracis-28395	89	6	normalized	normalize	VERB
bracis-28395	89	7	between	between	ADP
bracis-28395	89	8	0	0	NUM
bracis-28395	89	9	and	and	CCONJ
bracis-28395	89	10	1	1	NUM
bracis-28395	89	11	,	,	PUNCT
bracis-28395	89	12	and	and	CCONJ
bracis-28395	89	13	fed	feed	VERB
bracis-28395	89	14	to	to	ADP
bracis-28395	89	15	the	the	DET
bracis-28395	89	16	bag	bag	NOUN
bracis-28395	89	17	of	of	ADP
bracis-28395	89	18	visual	visual	ADJ
bracis-28395	89	19	words	word	NOUN
bracis-28395	89	20	to	to	PART
bracis-28395	89	21	create	create	VERB
bracis-28395	89	22	feature	feature	NOUN
bracis-28395	89	23	vectors	vector	NOUN
bracis-28395	89	24	.	.	PUNCT
bracis-28395	90	1	these	these	DET
bracis-28395	90	2	vectors	vector	NOUN
bracis-28395	90	3	are	be	AUX
bracis-28395	90	4	normalized	normalize	VERB
bracis-28395	90	5	and	and	CCONJ
bracis-28395	90	6	concatenated	concatenate	VERB
bracis-28395	90	7	into	into	ADP
bracis-28395	90	8	one	one	NUM
bracis-28395	90	9	,	,	PUNCT
bracis-28395	90	10	then	then	ADV
bracis-28395	90	11	sent	send	VERB
bracis-28395	90	12	to	to	ADP
bracis-28395	90	13	the	the	DET
bracis-28395	90	14	svm	svm	PROPN
bracis-28395	90	15	classifier	classifier	NOUN
bracis-28395	90	16	.	.	PUNCT
bracis-28395	91	1	fig	fig	NOUN
bracis-28395	91	2	.	.	PUNCT
bracis-28395	92	1	3	3	X
bracis-28395	92	2	.	.	X
bracis-28395	92	3	full	full	ADJ
bracis-28395	92	4	proposed	propose	VERB
bracis-28395	92	5	method	method	NOUN
bracis-28395	92	6	with	with	ADP
bracis-28395	92	7	pre	pre	ADJ
bracis-28395	92	8	-	-	ADJ
bracis-28395	92	9	processing	processing	ADJ
bracis-28395	92	10	,	,	PUNCT
bracis-28395	92	11	feature	feature	NOUN
bracis-28395	92	12	extraction	extraction	NOUN
bracis-28395	92	13	,	,	PUNCT
bracis-28395	92	14	and	and	CCONJ
bracis-28395	92	15	classification	classification	NOUN
bracis-28395	92	16	steps	step	NOUN
bracis-28395	92	17	.	.	PUNCT
bracis-28395	93	1	full	full	ADJ
bracis-28395	93	2	size	size	NOUN
bracis-28395	93	3	image	image	NOUN
bracis-28395	93	4	to	to	PART
bracis-28395	93	5	assess	assess	VERB
bracis-28395	93	6	the	the	DET
bracis-28395	93	7	impact	impact	NOUN
bracis-28395	93	8	of	of	ADP
bracis-28395	93	9	using	use	VERB
bracis-28395	93	10	traditional	traditional	ADJ
bracis-28395	93	11	techniques	technique	NOUN
bracis-28395	93	12	on	on	ADP
bracis-28395	93	13	convolutional	convolutional	ADJ
bracis-28395	93	14	networks	network	NOUN
bracis-28395	93	15	,	,	PUNCT
bracis-28395	93	16	a	a	DET
bracis-28395	93	17	simple	simple	ADJ
bracis-28395	93	18	ensemble	ensemble	ADJ
bracis-28395	93	19	[	[	X
bracis-28395	93	20	10	10	NUM
bracis-28395	93	21	]	]	SYM
bracis-28395	93	22	method	method	NOUN
bracis-28395	93	23	for	for	ADP
bracis-28395	93	24	combining	combine	VERB
bracis-28395	93	25	the	the	DET
bracis-28395	93	26	outputs	output	NOUN
bracis-28395	93	27	of	of	ADP
bracis-28395	93	28	both	both	PRON
bracis-28395	93	29	is	be	AUX
bracis-28395	93	30	evaluated	evaluate	VERB
bracis-28395	93	31	.	.	PUNCT
bracis-28395	94	1	in	in	ADP
bracis-28395	94	2	this	this	DET
bracis-28395	94	3	study	study	NOUN
bracis-28395	94	4	,	,	PUNCT
bracis-28395	94	5	the	the	DET
bracis-28395	94	6	ensemble	ensemble	ADJ
bracis-28395	94	7	sums	sum	VERB
bracis-28395	94	8	the	the	DET
bracis-28395	94	9	predictions	prediction	NOUN
bracis-28395	94	10	of	of	ADP
bracis-28395	94	11	the	the	DET
bracis-28395	94	12	models	model	NOUN
bracis-28395	94	13	to	to	PART
bracis-28395	94	14	generate	generate	VERB
bracis-28395	94	15	a	a	DET
bracis-28395	94	16	final	final	ADJ
bracis-28395	94	17	prediction	prediction	NOUN
bracis-28395	94	18	,	,	PUNCT
bracis-28395	94	19	as	as	SCONJ
bracis-28395	94	20	demonstrated	demonstrate	VERB
bracis-28395	94	21	in	in	ADP
bracis-28395	94	22	fig	fig	NOUN
bracis-28395	94	23	.	.	PUNCT
bracis-28395	94	24	 	 	SPACE
bracis-28395	95	1	4	4	NUM
bracis-28395	95	2	.	.	X
bracis-28395	95	3	fig	fig	NOUN
bracis-28395	95	4	.	.	PUNCT
bracis-28395	96	1	4	4	X
bracis-28395	96	2	.	.	X
bracis-28395	96	3	ensemble	ensemble	PROPN
bracis-28395	96	4	applied	apply	VERB
bracis-28395	96	5	to	to	ADP
bracis-28395	96	6	the	the	DET
bracis-28395	96	7	outputs	output	NOUN
bracis-28395	96	8	of	of	ADP
bracis-28395	96	9	the	the	DET
bracis-28395	96	10	proposed	propose	VERB
bracis-28395	96	11	method	method	NOUN
bracis-28395	96	12	and	and	CCONJ
bracis-28395	96	13	cropped	crop	VERB
bracis-28395	96	14	base	base	NOUN
bracis-28395	96	15	convolutional	convolutional	ADJ
bracis-28395	96	16	network	network	NOUN
bracis-28395	96	17	.	.	PUNCT
bracis-28395	97	1	in	in	ADP
bracis-28395	97	2	this	this	DET
bracis-28395	97	3	example	example	NOUN
bracis-28395	97	4	,	,	PUNCT
bracis-28395	97	5	the	the	DET
bracis-28395	97	6	proposed	propose	VERB
bracis-28395	97	7	method	method	NOUN
bracis-28395	97	8	indicated	indicate	VERB
bracis-28395	97	9	cluster	cluster	NOUN
bracis-28395	97	10	as	as	ADP
bracis-28395	97	11	the	the	DET
bracis-28395	97	12	most	most	ADV
bracis-28395	97	13	likely	likely	ADJ
bracis-28395	97	14	class	class	NOUN
bracis-28395	97	15	,	,	PUNCT
bracis-28395	97	16	while	while	SCONJ
bracis-28395	97	17	cropped	cropped	ADJ
bracis-28395	97	18	base	base	NOUN
bracis-28395	97	19	favored	favor	VERB
bracis-28395	97	20	centennial	centennial	NOUN
bracis-28395	97	21	.	.	PUNCT
bracis-28395	98	1	in	in	ADP
bracis-28395	98	2	the	the	DET
bracis-28395	98	3	summation	summation	NOUN
bracis-28395	98	4	of	of	ADP
bracis-28395	98	5	the	the	DET
bracis-28395	98	6	predictions	prediction	NOUN
bracis-28395	98	7	,	,	PUNCT
bracis-28395	98	8	the	the	DET
bracis-28395	98	9	cluster	cluster	NOUN
bracis-28395	98	10	class	class	NOUN
bracis-28395	98	11	prevailed	prevail	VERB
bracis-28395	98	12	.	.	PUNCT
bracis-28395	99	1	full	full	ADJ
bracis-28395	99	2	size	size	NOUN
bracis-28395	99	3	image	image	NOUN
bracis-28395	99	4	3.2	3.2	NUM
bracis-28395	99	5	traditional	traditional	ADJ
bracis-28395	99	6	machine	machine	NOUN
bracis-28395	99	7	learning	learn	VERB
bracis-28395	99	8	techniques	technique	NOUN
bracis-28395	99	9	feature	feature	NOUN
bracis-28395	99	10	extraction	extraction	NOUN
bracis-28395	99	11	is	be	AUX
bracis-28395	99	12	vital	vital	ADJ
bracis-28395	99	13	for	for	ADP
bracis-28395	99	14	image	image	NOUN
bracis-28395	99	15	classification	classification	NOUN
bracis-28395	99	16	in	in	ADP
bracis-28395	99	17	machine	machine	NOUN
bracis-28395	99	18	learning	learning	NOUN
bracis-28395	99	19	,	,	PUNCT
bracis-28395	99	20	as	as	SCONJ
bracis-28395	99	21	it	it	PRON
bracis-28395	99	22	helps	help	VERB
bracis-28395	99	23	mitigate	mitigate	VERB
bracis-28395	99	24	errors	error	NOUN
bracis-28395	99	25	caused	cause	VERB
bracis-28395	99	26	by	by	ADP
bracis-28395	99	27	angle	angle	NOUN
bracis-28395	99	28	,	,	PUNCT
bracis-28395	99	29	lighting	lighting	NOUN
bracis-28395	99	30	,	,	PUNCT
bracis-28395	99	31	and	and	CCONJ
bracis-28395	99	32	scale	scale	NOUN
bracis-28395	99	33	variations	variation	NOUN
bracis-28395	99	34	.	.	PUNCT
bracis-28395	100	1	this	this	DET
bracis-28395	100	2	study	study	NOUN
bracis-28395	100	3	investigates	investigate	VERB
bracis-28395	100	4	five	five	NUM
bracis-28395	100	5	robust	robust	ADJ
bracis-28395	100	6	feature	feature	NOUN
bracis-28395	100	7	extraction	extraction	NOUN
bracis-28395	100	8	techniques	technique	NOUN
bracis-28395	100	9	resilient	resilient	ADJ
bracis-28395	100	10	to	to	ADP
bracis-28395	100	11	these	these	DET
bracis-28395	100	12	variations	variation	NOUN
bracis-28395	100	13	and	and	CCONJ
bracis-28395	100	14	employs	employ	VERB
bracis-28395	100	15	a	a	DET
bracis-28395	100	16	support	support	NOUN
bracis-28395	100	17	vector	vector	NOUN
bracis-28395	100	18	machine	machine	NOUN
bracis-28395	100	19	(	(	PUNCT
bracis-28395	100	20	svm	svm	PROPN
bracis-28395	100	21	)	)	PUNCT
bracis-28395	100	22	with	with	ADP
bracis-28395	100	23	radial	radial	ADJ
bracis-28395	100	24	basis	basis	NOUN
bracis-28395	100	25	function	function	NOUN
bracis-28395	100	26	(	(	PUNCT
bracis-28395	100	27	rbf	rbf	PROPN
bracis-28395	100	28	)	)	PUNCT
bracis-28395	100	29	for	for	ADP
bracis-28395	100	30	the	the	DET
bracis-28395	100	31	classification	classification	NOUN
bracis-28395	100	32	step	step	NOUN
bracis-28395	100	33	.	.	PUNCT
bracis-28395	101	1	gray	gray	ADJ
bracis-28395	101	2	level	level	NOUN
bracis-28395	101	3	co	co	NOUN
bracis-28395	101	4	-	-	NOUN
bracis-28395	101	5	occurrence	occurrence	ADJ
bracis-28395	101	6	matrix	matrix	NOUN
bracis-28395	101	7	(	(	PUNCT
bracis-28395	101	8	glcm	glcm	PROPN
bracis-28395	101	9	)	)	PUNCT
bracis-28395	101	10	.	.	PUNCT
bracis-28395	102	1	[	[	X
bracis-28395	102	2	15	15	NUM
bracis-28395	102	3	]	]	PUNCT
bracis-28395	102	4	proposes	propose	VERB
bracis-28395	102	5	a	a	DET
bracis-28395	102	6	texture	texture	ADJ
bracis-28395	102	7	feature	feature	NOUN
bracis-28395	102	8	extraction	extraction	NOUN
bracis-28395	102	9	method	method	NOUN
bracis-28395	102	10	based	base	VERB
bracis-28395	102	11	on	on	ADP
bracis-28395	102	12	second	second	ADJ
bracis-28395	102	13	-	-	PUNCT
bracis-28395	102	14	order	order	NOUN
bracis-28395	102	15	statistics	statistic	NOUN
bracis-28395	102	16	.	.	PUNCT
bracis-28395	103	1	a	a	DET
bracis-28395	103	2	p	p	NOUN
bracis-28395	103	3	\(\times	\(\time	NOUN
bracis-28395	103	4	\	\	NOUN
bracis-28395	103	5	)	)	PUNCT
bracis-28395	103	6	p	p	NOUN
bracis-28395	103	7	matrix	matrix	NOUN
bracis-28395	103	8	p	p	NOUN
bracis-28395	103	9	is	be	AUX
bracis-28395	103	10	generated	generate	VERB
bracis-28395	103	11	,	,	PUNCT
bracis-28395	103	12	where	where	SCONJ
bracis-28395	103	13	p	p	NOUN
bracis-28395	103	14	represents	represent	VERB
bracis-28395	103	15	the	the	DET
bracis-28395	103	16	number	number	NOUN
bracis-28395	103	17	of	of	ADP
bracis-28395	103	18	possible	possible	ADJ
bracis-28395	103	19	image	image	NOUN
bracis-28395	103	20	intensities	intensity	NOUN
bracis-28395	103	21	.	.	PUNCT
bracis-28395	104	1	pairs	pair	NOUN
bracis-28395	104	2	of	of	ADP
bracis-28395	104	3	intensities	intensity	NOUN
bracis-28395	104	4	are	be	AUX
bracis-28395	104	5	counted	count	VERB
bracis-28395	104	6	based	base	VERB
bracis-28395	104	7	on	on	ADP
bracis-28395	104	8	location	location	NOUN
bracis-28395	104	9	parameters	parameter	NOUN
bracis-28395	104	10	,	,	PUNCT
bracis-28395	104	11	such	such	ADJ
bracis-28395	104	12	as	as	ADP
bracis-28395	104	13	distance	distance	NOUN
bracis-28395	104	14	and	and	CCONJ
bracis-28395	104	15	angle	angle	NOUN
bracis-28395	104	16	.	.	PUNCT
bracis-28395	105	1	then	then	ADV
bracis-28395	105	2	,	,	PUNCT
bracis-28395	105	3	the	the	DET
bracis-28395	105	4	co	co	NOUN
bracis-28395	105	5	-	-	NOUN
bracis-28395	105	6	occurrence	occurrence	ADJ
bracis-28395	105	7	matrix	matrix	NOUN
bracis-28395	105	8	is	be	AUX
bracis-28395	105	9	normalized	normalize	VERB
bracis-28395	105	10	so	so	SCONJ
bracis-28395	105	11	that	that	SCONJ
bracis-28395	105	12	the	the	DET
bracis-28395	105	13	sum	sum	NOUN
bracis-28395	105	14	of	of	ADP
bracis-28395	105	15	all	all	DET
bracis-28395	105	16	its	its	PRON
bracis-28395	105	17	elements	element	NOUN
bracis-28395	105	18	is	be	AUX
bracis-28395	105	19	1	1	NUM
bracis-28395	105	20	.	.	PUNCT
bracis-28395	106	1	this	this	DET
bracis-28395	106	2	matrix	matrix	NOUN
bracis-28395	106	3	is	be	AUX
bracis-28395	106	4	usually	usually	ADV
bracis-28395	106	5	sparse	sparse	ADJ
bracis-28395	106	6	,	,	PUNCT
bracis-28395	106	7	and	and	CCONJ
bracis-28395	106	8	there	there	PRON
bracis-28395	106	9	are	be	VERB
bracis-28395	106	10	a	a	DET
bracis-28395	106	11	few	few	ADJ
bracis-28395	106	12	ways	way	NOUN
bracis-28395	106	13	to	to	PART
bracis-28395	106	14	better	well	ADV
bracis-28395	106	15	adapt	adapt	VERB
bracis-28395	106	16	it	it	PRON
bracis-28395	106	17	for	for	ADP
bracis-28395	106	18	classification	classification	NOUN
bracis-28395	106	19	.	.	PUNCT
bracis-28395	107	1	haralick	haralick	PROPN
bracis-28395	107	2	et	et	PROPN
bracis-28395	107	3	al	al	PROPN
bracis-28395	107	4	.	.	PUNCT
bracis-28395	108	1	[	[	X
bracis-28395	108	2	15	15	NUM
bracis-28395	108	3	]	]	PUNCT
bracis-28395	108	4	suggested	suggest	VERB
bracis-28395	108	5	28	28	NUM
bracis-28395	108	6	attributes	attribute	NOUN
bracis-28395	108	7	generated	generate	VERB
bracis-28395	108	8	from	from	ADP
bracis-28395	108	9	the	the	DET
bracis-28395	108	10	matrix	matrix	NOUN
bracis-28395	108	11	p	p	NOUN
bracis-28395	108	12	,	,	PUNCT
bracis-28395	108	13	and	and	CCONJ
bracis-28395	108	14	those	those	PRON
bracis-28395	108	15	applied	apply	VERB
bracis-28395	108	16	in	in	ADP
bracis-28395	108	17	this	this	DET
bracis-28395	108	18	work	work	NOUN
bracis-28395	108	19	are	be	AUX
bracis-28395	108	20	contrast	contrast	NOUN
bracis-28395	108	21	,	,	PUNCT
bracis-28395	108	22	dissimilarity	dissimilarity	NOUN
bracis-28395	108	23	,	,	PUNCT
bracis-28395	108	24	homogeneity	homogeneity	NOUN
bracis-28395	108	25	,	,	PUNCT
bracis-28395	108	26	angular	angular	ADJ
bracis-28395	108	27	second	second	ADJ
bracis-28395	108	28	moment	moment	NOUN
bracis-28395	108	29	,	,	PUNCT
bracis-28395	108	30	energy	energy	NOUN
bracis-28395	108	31	,	,	PUNCT
bracis-28395	108	32	and	and	CCONJ
bracis-28395	108	33	correlation	correlation	NOUN
bracis-28395	108	34	.	.	PUNCT
bracis-28395	109	1	the	the	DET
bracis-28395	109	2	scalars	scalar	NOUN
bracis-28395	109	3	obtained	obtain	VERB
bracis-28395	109	4	as	as	ADP
bracis-28395	109	5	a	a	DET
bracis-28395	109	6	result	result	NOUN
bracis-28395	109	7	form	form	NOUN
bracis-28395	109	8	a	a	DET
bracis-28395	109	9	vector	vector	NOUN
bracis-28395	109	10	of	of	ADP
bracis-28395	109	11	attributes	attribute	NOUN
bracis-28395	109	12	.	.	PUNCT
bracis-28395	110	1	local	local	ADJ
bracis-28395	110	2	binary	binary	NOUN
bracis-28395	110	3	pattern	pattern	NOUN
bracis-28395	110	4	.	.	PUNCT
bracis-28395	111	1	the	the	DET
bracis-28395	111	2	local	local	ADJ
bracis-28395	111	3	binary	binary	ADJ
bracis-28395	111	4	pattern	pattern	NOUN
bracis-28395	111	5	(	(	PUNCT
bracis-28395	111	6	lbp	lbp	PROPN
bracis-28395	111	7	)	)	PUNCT
bracis-28395	111	8	is	be	AUX
bracis-28395	111	9	a	a	DET
bracis-28395	111	10	texture	texture	ADJ
bracis-28395	111	11	analysis	analysis	NOUN
bracis-28395	111	12	feature	feature	NOUN
bracis-28395	111	13	extractor	extractor	NOUN
bracis-28395	111	14	[	[	X
bracis-28395	111	15	22	22	NUM
bracis-28395	111	16	]	]	PUNCT
bracis-28395	111	17	.	.	PUNCT
bracis-28395	112	1	for	for	ADP
bracis-28395	112	2	each	each	DET
bracis-28395	112	3	image	image	NOUN
bracis-28395	112	4	pixel	pixel	NOUN
bracis-28395	112	5	,	,	PUNCT
bracis-28395	112	6	it	it	PRON
bracis-28395	112	7	generates	generate	VERB
bracis-28395	112	8	a	a	DET
bracis-28395	112	9	value	value	NOUN
bracis-28395	112	10	representing	represent	VERB
bracis-28395	112	11	the	the	DET
bracis-28395	112	12	pixel	pixel	NOUN
bracis-28395	112	13	and	and	CCONJ
bracis-28395	112	14	its	its	PRON
bracis-28395	112	15	surroundings	surrounding	NOUN
bracis-28395	112	16	by	by	ADP
bracis-28395	112	17	determining	determine	VERB
bracis-28395	112	18	the	the	DET
bracis-28395	112	19	distance	distance	NOUN
bracis-28395	112	20	and	and	CCONJ
bracis-28395	112	21	number	number	NOUN
bracis-28395	112	22	of	of	ADP
bracis-28395	112	23	neighbors	neighbor	NOUN
bracis-28395	112	24	.	.	PUNCT
bracis-28395	113	1	a	a	DET
bracis-28395	113	2	binary	binary	PROPN
bracis-28395	113	3	code	code	NOUN
bracis-28395	113	4	is	be	AUX
bracis-28395	113	5	formed	form	VERB
bracis-28395	113	6	by	by	ADP
bracis-28395	113	7	comparing	compare	VERB
bracis-28395	113	8	the	the	DET
bracis-28395	113	9	central	central	ADJ
bracis-28395	113	10	pixel	pixel	NOUN
bracis-28395	113	11	with	with	ADP
bracis-28395	113	12	its	its	PRON
bracis-28395	113	13	neighbors	neighbor	NOUN
bracis-28395	113	14	,	,	PUNCT
bracis-28395	113	15	and	and	CCONJ
bracis-28395	113	16	then	then	ADV
bracis-28395	113	17	converted	convert	VERB
bracis-28395	113	18	to	to	ADP
bracis-28395	113	19	a	a	DET
bracis-28395	113	20	decimal	decimal	ADJ
bracis-28395	113	21	value	value	NOUN
bracis-28395	113	22	.	.	PUNCT
bracis-28395	114	1	the	the	DET
bracis-28395	114	2	original	original	ADJ
bracis-28395	114	3	image	image	NOUN
bracis-28395	114	4	pixels	pixel	NOUN
bracis-28395	114	5	are	be	AUX
bracis-28395	114	6	replaced	replace	VERB
bracis-28395	114	7	by	by	ADP
bracis-28395	114	8	these	these	DET
bracis-28395	114	9	numerals	numeral	NOUN
bracis-28395	114	10	,	,	PUNCT
bracis-28395	114	11	forming	form	VERB
bracis-28395	114	12	a	a	DET
bracis-28395	114	13	new	new	ADJ
bracis-28395	114	14	matrix	matrix	NOUN
bracis-28395	114	15	that	that	PRON
bracis-28395	114	16	can	can	AUX
bracis-28395	114	17	be	be	AUX
bracis-28395	114	18	used	use	VERB
bracis-28395	114	19	directly	directly	ADV
bracis-28395	114	20	as	as	ADP
bracis-28395	114	21	a	a	DET
bracis-28395	114	22	feature	feature	NOUN
bracis-28395	114	23	or	or	CCONJ
bracis-28395	114	24	converted	convert	VERB
bracis-28395	114	25	to	to	ADP
bracis-28395	114	26	a	a	DET
bracis-28395	114	27	histogram	histogram	NOUN
bracis-28395	114	28	as	as	ADP
bracis-28395	114	29	an	an	DET
bracis-28395	114	30	attribute	attribute	NOUN
bracis-28395	114	31	vector	vector	NOUN
bracis-28395	114	32	.	.	PUNCT
bracis-28395	115	1	parameters	parameter	NOUN
bracis-28395	115	2	,	,	PUNCT
bracis-28395	115	3	such	such	ADJ
bracis-28395	115	4	as	as	ADP
bracis-28395	115	5	increasing	increase	VERB
bracis-28395	115	6	the	the	DET
bracis-28395	115	7	radius	radius	NOUN
bracis-28395	115	8	to	to	ADP
bracis-28395	115	9	the	the	DET
bracis-28395	115	10	central	central	ADJ
bracis-28395	115	11	pixel	pixel	NOUN
bracis-28395	115	12	,	,	PUNCT
bracis-28395	115	13	can	can	AUX
bracis-28395	115	14	be	be	AUX
bracis-28395	115	15	adjusted	adjust	VERB
bracis-28395	115	16	.	.	PUNCT
bracis-28395	116	1	to	to	PART
bracis-28395	116	2	reduce	reduce	VERB
bracis-28395	116	3	possible	possible	ADJ
bracis-28395	116	4	variations	variation	NOUN
bracis-28395	116	5	,	,	PUNCT
bracis-28395	116	6	[	[	X
bracis-28395	116	7	23	23	NUM
bracis-28395	116	8	]	]	PUNCT
bracis-28395	116	9	proposed	propose	VERB
bracis-28395	116	10	a	a	DET
bracis-28395	116	11	uniformity	uniformity	NOUN
bracis-28395	116	12	and	and	CCONJ
bracis-28395	116	13	circularity	circularity	NOUN
bracis-28395	116	14	model	model	NOUN
bracis-28395	116	15	.	.	PUNCT
bracis-28395	117	1	uniform	uniform	ADJ
bracis-28395	117	2	patterns	pattern	NOUN
bracis-28395	117	3	have	have	VERB
bracis-28395	117	4	a	a	DET
bracis-28395	117	5	maximum	maximum	NOUN
bracis-28395	117	6	of	of	ADP
bracis-28395	117	7	2	2	NUM
bracis-28395	117	8	-	-	PUNCT
bracis-28395	117	9	bit	bit	NOUN
bracis-28395	117	10	inversions	inversion	NOUN
bracis-28395	117	11	,	,	PUNCT
bracis-28395	117	12	and	and	CCONJ
bracis-28395	117	13	circularity	circularity	NOUN
bracis-28395	117	14	allows	allow	VERB
bracis-28395	117	15	codes	code	NOUN
bracis-28395	117	16	with	with	ADP
bracis-28395	117	17	the	the	DET
bracis-28395	117	18	same	same	ADJ
bracis-28395	117	19	shifted	shift	VERB
bracis-28395	117	20	sequence	sequence	NOUN
bracis-28395	117	21	to	to	PART
bracis-28395	117	22	be	be	AUX
bracis-28395	117	23	marked	mark	VERB
bracis-28395	117	24	as	as	ADP
bracis-28395	117	25	equivalent	equivalent	ADJ
bracis-28395	117	26	,	,	PUNCT
bracis-28395	117	27	reducing	reduce	VERB
bracis-28395	117	28	the	the	DET
bracis-28395	117	29	number	number	NOUN
bracis-28395	117	30	of	of	ADP
bracis-28395	117	31	combinations	combination	NOUN
bracis-28395	117	32	.	.	PUNCT
bracis-28395	118	1	daisy	daisy	NOUN
bracis-28395	118	2	.	.	PUNCT
bracis-28395	119	1	[	[	X
bracis-28395	119	2	28	28	NUM
bracis-28395	119	3	]	]	X
bracis-28395	119	4	introduces	introduce	VERB
bracis-28395	119	5	a	a	DET
bracis-28395	119	6	local	local	ADJ
bracis-28395	119	7	region	region	NOUN
bracis-28395	119	8	descriptor	descriptor	NOUN
bracis-28395	119	9	generator	generator	PROPN
bracis-28395	119	10	initially	initially	ADV
bracis-28395	119	11	designed	design	VERB
bracis-28395	119	12	for	for	ADP
bracis-28395	119	13	stereo	stereo	NOUN
bracis-28395	119	14	matching	matching	NOUN
bracis-28395	119	15	,	,	PUNCT
bracis-28395	119	16	but	but	CCONJ
bracis-28395	119	17	applicable	applicable	ADJ
bracis-28395	119	18	for	for	ADP
bracis-28395	119	19	classification	classification	NOUN
bracis-28395	119	20	.	.	PUNCT
bracis-28395	120	1	it	it	PRON
bracis-28395	120	2	works	work	VERB
bracis-28395	120	3	with	with	ADP
bracis-28395	120	4	histograms	histogram	NOUN
bracis-28395	120	5	of	of	ADP
bracis-28395	120	6	oriented	orient	VERB
bracis-28395	120	7	gradients	gradient	NOUN
bracis-28395	120	8	and	and	CCONJ
bracis-28395	120	9	can	can	AUX
bracis-28395	120	10	be	be	AUX
bracis-28395	120	11	applied	apply	VERB
bracis-28395	120	12	to	to	ADP
bracis-28395	120	13	entire	entire	ADJ
bracis-28395	120	14	images	image	NOUN
bracis-28395	120	15	or	or	CCONJ
bracis-28395	120	16	fragments	fragment	NOUN
bracis-28395	120	17	around	around	ADP
bracis-28395	120	18	points	point	NOUN
bracis-28395	120	19	of	of	ADP
bracis-28395	120	20	interest	interest	NOUN
bracis-28395	120	21	.	.	PUNCT
bracis-28395	121	1	the	the	DET
bracis-28395	121	2	algorithm	algorithm	NOUN
bracis-28395	121	3	defines	define	VERB
bracis-28395	121	4	a	a	DET
bracis-28395	121	5	central	central	ADJ
bracis-28395	121	6	pixel	pixel	NOUN
bracis-28395	121	7	c	c	NOUN
bracis-28395	121	8	and	and	CCONJ
bracis-28395	121	9	calculates	calculate	VERB
bracis-28395	121	10	the	the	DET
bracis-28395	121	11	gradient	gradient	ADJ
bracis-28395	121	12	histogram	histogram	NOUN
bracis-28395	121	13	in	in	ADP
bracis-28395	121	14	o	o	PROPN
bracis-28395	121	15	orientations	orientation	NOUN
bracis-28395	121	16	.	.	PUNCT
bracis-28395	122	1	r	r	NOUN
bracis-28395	122	2	rings	ring	NOUN
bracis-28395	122	3	are	be	AUX
bracis-28395	122	4	generated	generate	VERB
bracis-28395	122	5	around	around	ADP
bracis-28395	122	6	c	c	PROPN
bracis-28395	122	7	with	with	ADP
bracis-28395	122	8	radius	radius	NOUN
bracis-28395	122	9	\(r_i\	\(r_i\	NOUN
bracis-28395	122	10	)	)	PUNCT
bracis-28395	122	11	.	.	PUNCT
bracis-28395	123	1	for	for	ADP
bracis-28395	123	2	each	each	DET
bracis-28395	123	3	ring	ring	NOUN
bracis-28395	123	4	\(r_i\	\(r_i\	NOUN
bracis-28395	123	5	)	)	PUNCT
bracis-28395	123	6	,	,	PUNCT
bracis-28395	123	7	h	h	NOUN
bracis-28395	123	8	points	point	NOUN
bracis-28395	123	9	are	be	AUX
bracis-28395	123	10	uniformly	uniformly	ADV
bracis-28395	123	11	distributed	distribute	VERB
bracis-28395	123	12	from	from	ADP
bracis-28395	123	13	0	0	NUM
bracis-28395	123	14	to	to	ADP
bracis-28395	123	15	360\(^\circ	360\(^\circ	NUM
bracis-28395	123	16	\	\	NOUN
bracis-28395	123	17	)	)	PUNCT
bracis-28395	123	18	,	,	PUNCT
bracis-28395	123	19	and	and	CCONJ
bracis-28395	123	20	histograms	histogram	NOUN
bracis-28395	123	21	with	with	ADP
bracis-28395	123	22	o	o	PROPN
bracis-28395	123	23	directions	direction	NOUN
bracis-28395	123	24	are	be	AUX
bracis-28395	123	25	calculated	calculate	VERB
bracis-28395	123	26	.	.	PUNCT
bracis-28395	124	1	the	the	DET
bracis-28395	124	2	total	total	ADJ
bracis-28395	124	3	number	number	NOUN
bracis-28395	124	4	of	of	ADP
bracis-28395	124	5	histograms	histogram	NOUN
bracis-28395	124	6	h	h	NOUN
bracis-28395	124	7	is	be	AUX
bracis-28395	124	8	\(r	\(r	NUM
bracis-28395	124	9	\times	\time	NOUN
bracis-28395	124	10	h	h	NOUN
bracis-28395	125	1	+	+	CCONJ
bracis-28395	125	2	1\	1\	NUM
bracis-28395	125	3	)	)	PUNCT
bracis-28395	125	4	.	.	PUNCT
bracis-28395	126	1	the	the	DET
bracis-28395	126	2	gaussian	gaussian	ADJ
bracis-28395	126	3	filter	filter	NOUN
bracis-28395	126	4	size	size	NOUN
bracis-28395	126	5	increases	increase	VERB
bracis-28395	126	6	proportionally	proportionally	ADV
bracis-28395	126	7	with	with	ADP
bracis-28395	126	8	\(r_i\	\(r_i\	NOUN
bracis-28395	126	9	)	)	PUNCT
bracis-28395	126	10	.	.	PUNCT
bracis-28395	127	1	histograms	histogram	NOUN
bracis-28395	127	2	are	be	AUX
bracis-28395	127	3	independently	independently	ADV
bracis-28395	127	4	normalized	normalize	VERB
bracis-28395	127	5	and	and	CCONJ
bracis-28395	127	6	concatenated	concatenate	VERB
bracis-28395	127	7	,	,	PUNCT
bracis-28395	127	8	resulting	result	VERB
bracis-28395	127	9	in	in	ADP
bracis-28395	127	10	a	a	DET
bracis-28395	127	11	feature	feature	NOUN
bracis-28395	127	12	vector	vector	NOUN
bracis-28395	127	13	of	of	ADP
bracis-28395	127	14	size	size	NOUN
bracis-28395	127	15	\(h	\(h	PROPN
bracis-28395	127	16	\times	\time	NOUN
bracis-28395	127	17	o\	o\	NOUN
bracis-28395	127	18	)	)	PUNCT
bracis-28395	127	19	.	.	PUNCT
bracis-28395	128	1	kase	kase	PROPN
bracis-28395	128	2	.	.	PUNCT
bracis-28395	129	1	[	[	X
bracis-28395	129	2	2	2	X
bracis-28395	129	3	]	]	PUNCT
bracis-28395	129	4	is	be	AUX
bracis-28395	129	5	a	a	DET
bracis-28395	129	6	method	method	NOUN
bracis-28395	129	7	for	for	ADP
bracis-28395	129	8	detecting	detect	VERB
bracis-28395	129	9	regions	region	NOUN
bracis-28395	129	10	of	of	ADP
bracis-28395	129	11	interest	interest	NOUN
bracis-28395	129	12	and	and	CCONJ
bracis-28395	129	13	generating	generate	VERB
bracis-28395	129	14	rotation	rotation	NOUN
bracis-28395	129	15	and	and	CCONJ
bracis-28395	129	16	scale	scale	NOUN
bracis-28395	129	17	invariant	invariant	ADJ
bracis-28395	129	18	descriptors	descriptor	NOUN
bracis-28395	129	19	.	.	PUNCT
bracis-28395	130	1	it	it	PRON
bracis-28395	130	2	involves	involve	VERB
bracis-28395	130	3	building	build	VERB
bracis-28395	130	4	image	image	NOUN
bracis-28395	130	5	gradients	gradient	NOUN
bracis-28395	130	6	at	at	ADP
bracis-28395	130	7	various	various	ADJ
bracis-28395	130	8	scales	scale	NOUN
bracis-28395	130	9	,	,	PUNCT
bracis-28395	130	10	calculating	calculate	VERB
bracis-28395	130	11	hessian	hessian	ADJ
bracis-28395	130	12	determinants	determinant	NOUN
bracis-28395	130	13	on	on	ADP
bracis-28395	130	14	each	each	DET
bracis-28395	130	15	scale	scale	NOUN
bracis-28395	130	16	,	,	PUNCT
bracis-28395	130	17	and	and	CCONJ
bracis-28395	130	18	using	use	VERB
bracis-28395	130	19	a	a	DET
bracis-28395	130	20	sliding	slide	VERB
bracis-28395	130	21	window	window	NOUN
bracis-28395	130	22	to	to	PART
bracis-28395	130	23	find	find	VERB
bracis-28395	130	24	local	local	ADJ
bracis-28395	130	25	maxima	maxima	NOUN
bracis-28395	130	26	for	for	ADP
bracis-28395	130	27	identifying	identify	VERB
bracis-28395	130	28	points	point	NOUN
bracis-28395	130	29	of	of	ADP
bracis-28395	130	30	interest	interest	NOUN
bracis-28395	130	31	.	.	PUNCT
bracis-28395	131	1	descriptors	descriptor	NOUN
bracis-28395	131	2	are	be	AUX
bracis-28395	131	3	created	create	VERB
bracis-28395	131	4	for	for	ADP
bracis-28395	131	5	rectangular	rectangular	ADJ
bracis-28395	131	6	regions	region	NOUN
bracis-28395	131	7	centered	center	VERB
bracis-28395	131	8	on	on	ADP
bracis-28395	131	9	each	each	DET
bracis-28395	131	10	point	point	NOUN
bracis-28395	131	11	,	,	PUNCT
bracis-28395	131	12	using	use	VERB
bracis-28395	131	13	first	first	ADJ
bracis-28395	131	14	-	-	PUNCT
bracis-28395	131	15	order	order	NOUN
bracis-28395	131	16	derivatives	derivative	NOUN
bracis-28395	131	17	in	in	ADP
bracis-28395	131	18	horizontal	horizontal	ADJ
bracis-28395	131	19	and	and	CCONJ
bracis-28395	131	20	vertical	vertical	ADJ
bracis-28395	131	21	directions	direction	NOUN
bracis-28395	131	22	.	.	PUNCT
bracis-28395	132	1	the	the	DET
bracis-28395	132	2	64	64	NUM
bracis-28395	132	3	-	-	PUNCT
bracis-28395	132	4	attribute	attribute	NOUN
bracis-28395	132	5	descriptor	descriptor	NOUN
bracis-28395	132	6	is	be	AUX
bracis-28395	132	7	made	make	VERB
bracis-28395	132	8	rotation	rotation	NOUN
bracis-28395	132	9	invariant	invariant	ADJ
bracis-28395	132	10	by	by	ADP
bracis-28395	132	11	calculating	calculate	VERB
bracis-28395	132	12	the	the	DET
bracis-28395	132	13	main	main	ADJ
bracis-28395	132	14	orientation	orientation	NOUN
bracis-28395	132	15	in	in	ADP
bracis-28395	132	16	a	a	DET
bracis-28395	132	17	local	local	ADJ
bracis-28395	132	18	neighborhood	neighborhood	NOUN
bracis-28395	132	19	and	and	CCONJ
bracis-28395	132	20	rotating	rotate	VERB
bracis-28395	132	21	the	the	DET
bracis-28395	132	22	descriptor	descriptor	NOUN
bracis-28395	132	23	towards	towards	ADP
bracis-28395	132	24	that	that	DET
bracis-28395	132	25	angle	angle	NOUN
bracis-28395	132	26	.	.	PUNCT
bracis-28395	133	1	bag	bag	NOUN
bracis-28395	133	2	of	of	ADP
bracis-28395	133	3	visual	visual	ADJ
bracis-28395	133	4	words	word	NOUN
bracis-28395	133	5	.	.	PUNCT
bracis-28395	134	1	direct	direct	ADJ
bracis-28395	134	2	use	use	NOUN
bracis-28395	134	3	of	of	ADP
bracis-28395	134	4	daisy	daisy	NOUN
bracis-28395	134	5	and	and	CCONJ
bracis-28395	134	6	kase	kase	PROPN
bracis-28395	134	7	descriptors	descriptors	PROPN
bracis-28395	134	8	in	in	ADP
bracis-28395	134	9	classifiers	classifier	NOUN
bracis-28395	134	10	presents	present	VERB
bracis-28395	134	11	challenges	challenge	NOUN
bracis-28395	134	12	due	due	ADJ
bracis-28395	134	13	to	to	ADP
bracis-28395	134	14	varying	vary	VERB
bracis-28395	134	15	input	input	NOUN
bracis-28395	134	16	sizes	size	NOUN
bracis-28395	134	17	and	and	CCONJ
bracis-28395	134	18	local	local	ADJ
bracis-28395	134	19	rotation	rotation	NOUN
bracis-28395	134	20	and	and	CCONJ
bracis-28395	134	21	scale	scale	NOUN
bracis-28395	134	22	invariance	invariance	NOUN
bracis-28395	134	23	.	.	PUNCT
bracis-28395	135	1	the	the	DET
bracis-28395	135	2	bag	bag	NOUN
bracis-28395	135	3	of	of	ADP
bracis-28395	135	4	visual	visual	ADJ
bracis-28395	135	5	words	word	NOUN
bracis-28395	135	6	(	(	PUNCT
bracis-28395	135	7	bovw	bovw	NOUN
bracis-28395	135	8	)	)	PUNCT
bracis-28395	136	1	[	[	X
bracis-28395	136	2	9	9	NUM
bracis-28395	136	3	,	,	PUNCT
bracis-28395	136	4	29	29	NUM
bracis-28395	136	5	]	]	PUNCT
bracis-28395	136	6	method	method	NOUN
bracis-28395	136	7	overcomes	overcome	VERB
bracis-28395	136	8	these	these	DET
bracis-28395	136	9	issues	issue	NOUN
bracis-28395	136	10	by	by	ADP
bracis-28395	136	11	grouping	group	VERB
bracis-28395	136	12	similar	similar	ADJ
bracis-28395	136	13	descriptors	descriptor	NOUN
bracis-28395	136	14	and	and	CCONJ
bracis-28395	136	15	generating	generate	VERB
bracis-28395	136	16	a	a	DET
bracis-28395	136	17	histogram	histogram	NOUN
bracis-28395	136	18	representing	represent	VERB
bracis-28395	136	19	a	a	DET
bracis-28395	136	20	visual	visual	ADJ
bracis-28395	136	21	word	word	NOUN
bracis-28395	136	22	vocabulary	vocabulary	NOUN
bracis-28395	136	23	.	.	PUNCT
bracis-28395	137	1	this	this	PRON
bracis-28395	137	2	creates	create	VERB
bracis-28395	137	3	a	a	DET
bracis-28395	137	4	constant	constant	ADJ
bracis-28395	137	5	-	-	PUNCT
bracis-28395	137	6	size	size	NOUN
bracis-28395	137	7	feature	feature	NOUN
bracis-28395	137	8	vector	vector	NOUN
bracis-28395	137	9	suitable	suitable	ADJ
bracis-28395	137	10	for	for	ADP
bracis-28395	137	11	classifiers	classifier	NOUN
bracis-28395	137	12	.	.	PUNCT
bracis-28395	138	1	clustering	cluster	VERB
bracis-28395	138	2	algorithms	algorithm	NOUN
bracis-28395	138	3	,	,	PUNCT
bracis-28395	138	4	specifically	specifically	ADV
bracis-28395	138	5	k	k	X
bracis-28395	138	6	-	-	PUNCT
bracis-28395	138	7	means	mean	NOUN
bracis-28395	138	8	,	,	PUNCT
bracis-28395	138	9	are	be	AUX
bracis-28395	138	10	used	use	VERB
bracis-28395	138	11	to	to	PART
bracis-28395	138	12	group	group	VERB
bracis-28395	138	13	similar	similar	ADJ
bracis-28395	138	14	descriptors	descriptor	NOUN
bracis-28395	138	15	in	in	ADP
bracis-28395	138	16	this	this	DET
bracis-28395	138	17	work	work	NOUN
bracis-28395	138	18	.	.	PUNCT
bracis-28395	139	1	3.3	3.3	NUM
bracis-28395	139	2	deep	deep	ADJ
bracis-28395	139	3	learning	learning	NOUN
bracis-28395	139	4	techniques	technique	NOUN
bracis-28395	139	5	in	in	ADP
bracis-28395	139	6	this	this	DET
bracis-28395	139	7	study	study	NOUN
bracis-28395	139	8	,	,	PUNCT
bracis-28395	139	9	the	the	DET
bracis-28395	139	10	cropped	crop	VERB
bracis-28395	139	11	base	base	NOUN
bracis-28395	139	12	convolutional	convolutional	ADJ
bracis-28395	139	13	networks	network	NOUN
bracis-28395	139	14	outlined	outline	VERB
bracis-28395	139	15	in	in	ADP
bracis-28395	139	16	[	[	X
bracis-28395	139	17	7	7	NUM
bracis-28395	139	18	]	]	PUNCT
bracis-28395	139	19	were	be	AUX
bracis-28395	139	20	replicated	replicate	VERB
bracis-28395	139	21	,	,	PUNCT
bracis-28395	139	22	employing	employ	VERB
bracis-28395	139	23	the	the	DET
bracis-28395	139	24	blocks	block	NOUN
bracis-28395	139	25	from	from	ADP
bracis-28395	139	26	inceptionv3	inceptionv3	NOUN
bracis-28395	140	1	[	[	X
bracis-28395	140	2	26	26	NUM
bracis-28395	140	3	]	]	PUNCT
bracis-28395	140	4	,	,	PUNCT
bracis-28395	140	5	resnet50	resnet50	NOUN
bracis-28395	141	1	[	[	X
bracis-28395	141	2	16	16	NUM
bracis-28395	141	3	]	]	PUNCT
bracis-28395	141	4	,	,	PUNCT
bracis-28395	141	5	and	and	CCONJ
bracis-28395	141	6	efficientnetb3	efficientnetb3	X
bracis-28395	142	1	[	[	X
bracis-28395	142	2	27	27	NUM
bracis-28395	142	3	]	]	PUNCT
bracis-28395	142	4	architectures	architecture	NOUN
bracis-28395	142	5	.	.	PUNCT
bracis-28395	143	1	the	the	DET
bracis-28395	143	2	purpose	purpose	NOUN
bracis-28395	143	3	of	of	ADP
bracis-28395	143	4	reproducing	reproduce	VERB
bracis-28395	143	5	these	these	DET
bracis-28395	143	6	networks	network	NOUN
bracis-28395	143	7	is	be	AUX
bracis-28395	143	8	to	to	PART
bracis-28395	143	9	facilitate	facilitate	VERB
bracis-28395	143	10	a	a	DET
bracis-28395	143	11	comparison	comparison	NOUN
bracis-28395	143	12	with	with	ADP
bracis-28395	143	13	traditional	traditional	ADJ
bracis-28395	143	14	feature	feature	NOUN
bracis-28395	143	15	extraction	extraction	NOUN
bracis-28395	143	16	and	and	CCONJ
bracis-28395	143	17	classification	classification	NOUN
bracis-28395	143	18	methods	method	NOUN
bracis-28395	143	19	.	.	PUNCT
bracis-28395	144	1	4	4	NUM
bracis-28395	144	2	experiments	experiment	NOUN
bracis-28395	144	3	and	and	CCONJ
bracis-28395	144	4	 	 	SPACE
bracis-28395	144	5	results	result	NOUN
bracis-28395	144	6	to	to	PART
bracis-28395	144	7	address	address	VERB
bracis-28395	144	8	the	the	DET
bracis-28395	144	9	research	research	NOUN
bracis-28395	144	10	questions	question	NOUN
bracis-28395	144	11	posed	pose	VERB
bracis-28395	144	12	in	in	ADP
bracis-28395	144	13	this	this	DET
bracis-28395	144	14	study	study	NOUN
bracis-28395	144	15	,	,	PUNCT
bracis-28395	144	16	the	the	DET
bracis-28395	144	17	experiments	experiment	NOUN
bracis-28395	144	18	are	be	AUX
bracis-28395	144	19	divided	divide	VERB
bracis-28395	144	20	into	into	ADP
bracis-28395	144	21	two	two	NUM
bracis-28395	144	22	groups	group	NOUN
bracis-28395	144	23	.	.	PUNCT
bracis-28395	145	1	first	first	ADV
bracis-28395	145	2	,	,	PUNCT
bracis-28395	145	3	we	we	PRON
bracis-28395	145	4	investigate	investigate	VERB
bracis-28395	145	5	the	the	DET
bracis-28395	145	6	feature	feature	NOUN
bracis-28395	145	7	extraction	extraction	NOUN
bracis-28395	145	8	techniques	technique	NOUN
bracis-28395	145	9	with	with	ADP
bracis-28395	145	10	an	an	DET
bracis-28395	145	11	svm	svm	ADJ
bracis-28395	145	12	classifier	classifier	NOUN
bracis-28395	145	13	,	,	PUNCT
bracis-28395	145	14	followed	follow	VERB
bracis-28395	145	15	by	by	ADP
bracis-28395	145	16	tests	test	NOUN
bracis-28395	145	17	with	with	ADP
bracis-28395	145	18	the	the	DET
bracis-28395	145	19	re	re	NOUN
bracis-28395	145	20	-	-	VERB
bracis-28395	145	21	implemented	implement	VERB
bracis-28395	145	22	convolutional	convolutional	ADJ
bracis-28395	145	23	networks	network	NOUN
bracis-28395	145	24	from	from	ADP
bracis-28395	145	25	the	the	DET
bracis-28395	145	26	proposed	propose	VERB
bracis-28395	145	27	work	work	NOUN
bracis-28395	145	28	in	in	ADP
bracis-28395	145	29	[	[	X
bracis-28395	145	30	7	7	NUM
bracis-28395	145	31	]	]	PUNCT
bracis-28395	145	32	,	,	PUNCT
bracis-28395	145	33	under	under	ADP
bracis-28395	145	34	the	the	DET
bracis-28395	145	35	same	same	ADJ
bracis-28395	145	36	setup	setup	NOUN
bracis-28395	145	37	,	,	PUNCT
bracis-28395	145	38	using	use	VERB
bracis-28395	145	39	ufop	ufop	PROPN
bracis-28395	145	40	-	-	PUNCT
bracis-28395	145	41	hvd	hvd	PROPN
bracis-28395	145	42	data	datum	NOUN
bracis-28395	145	43	.	.	PUNCT
bracis-28395	146	1	next	next	ADV
bracis-28395	146	2	,	,	PUNCT
bracis-28395	146	3	we	we	PRON
bracis-28395	146	4	evaluate	evaluate	VERB
bracis-28395	146	5	the	the	DET
bracis-28395	146	6	combination	combination	NOUN
bracis-28395	146	7	(	(	PUNCT
bracis-28395	146	8	ensemble	ensemble	ADJ
bracis-28395	146	9	)	)	PUNCT
bracis-28395	146	10	of	of	ADP
bracis-28395	146	11	multiple	multiple	ADJ
bracis-28395	146	12	techniques	technique	NOUN
bracis-28395	146	13	.	.	PUNCT
bracis-28395	147	1	the	the	DET
bracis-28395	147	2	evaluation	evaluation	NOUN
bracis-28395	147	3	metric	metric	NOUN
bracis-28395	147	4	employed	employ	VERB
bracis-28395	147	5	is	be	AUX
bracis-28395	147	6	accuracy	accuracy	NOUN
bracis-28395	147	7	.	.	PUNCT
bracis-28395	148	1	in	in	ADP
bracis-28395	148	2	addition	addition	NOUN
bracis-28395	148	3	to	to	ADP
bracis-28395	148	4	experimenting	experiment	VERB
bracis-28395	148	5	with	with	ADP
bracis-28395	148	6	the	the	DET
bracis-28395	148	7	models	model	NOUN
bracis-28395	148	8	,	,	PUNCT
bracis-28395	148	9	this	this	DET
bracis-28395	148	10	section	section	NOUN
bracis-28395	148	11	also	also	ADV
bracis-28395	148	12	presents	present	VERB
bracis-28395	148	13	data	datum	NOUN
bracis-28395	148	14	on	on	ADP
bracis-28395	148	15	the	the	DET
bracis-28395	148	16	interpretability	interpretability	NOUN
bracis-28395	148	17	of	of	ADP
bracis-28395	148	18	the	the	DET
bracis-28395	148	19	base	base	NOUN
bracis-28395	148	20	models	model	NOUN
bracis-28395	148	21	.	.	PUNCT
bracis-28395	149	1	the	the	DET
bracis-28395	149	2	source	source	NOUN
bracis-28395	149	3	code	code	NOUN
bracis-28395	149	4	for	for	ADP
bracis-28395	149	5	loading	loading	NOUN
bracis-28395	149	6	and	and	CCONJ
bracis-28395	149	7	preparing	prepare	VERB
bracis-28395	149	8	the	the	DET
bracis-28395	149	9	data	datum	NOUN
bracis-28395	149	10	from	from	ADP
bracis-28395	149	11	the	the	DET
bracis-28395	149	12	database	database	NOUN
bracis-28395	149	13	is	be	AUX
bracis-28395	149	14	available	available	ADJ
bracis-28395	149	15	at	at	ADP
bracis-28395	149	16	https://anonymous.4open.science/r/anonymous-8291	https://anonymous.4open.science/r/anonymous-8291	PROPN
bracis-28395	149	17	.	.	PUNCT
bracis-28395	150	1	4.1	4.1	NUM
bracis-28395	150	2	rq1	rq1	NOUN
bracis-28395	150	3	:	:	PUNCT
bracis-28395	150	4	can	can	AUX
bracis-28395	150	5	better	well	ADV
bracis-28395	150	6	or	or	CCONJ
bracis-28395	150	7	 	 	SPACE
bracis-28395	150	8	more	more	ADV
bracis-28395	150	9	competitive	competitive	ADJ
bracis-28395	150	10	results	result	NOUN
bracis-28395	150	11	be	be	AUX
bracis-28395	150	12	achieved	achieve	VERB
bracis-28395	150	13	using	use	VERB
bracis-28395	150	14	traditional	traditional	ADJ
bracis-28395	150	15	feature	feature	NOUN
bracis-28395	150	16	extraction	extraction	NOUN
bracis-28395	150	17	techniques	technique	NOUN
bracis-28395	150	18	?	?	PUNCT
bracis-28395	151	1	table	table	NOUN
bracis-28395	151	2	 	 	SPACE
bracis-28395	151	3	2	2	NUM
bracis-28395	151	4	displays	display	VERB
bracis-28395	151	5	the	the	DET
bracis-28395	151	6	classification	classification	NOUN
bracis-28395	151	7	accuracy	accuracy	NOUN
bracis-28395	151	8	using	use	VERB
bracis-28395	151	9	features	feature	NOUN
bracis-28395	151	10	generated	generate	VERB
bracis-28395	151	11	by	by	ADP
bracis-28395	151	12	glcm	glcm	PROPN
bracis-28395	151	13	.	.	PUNCT
bracis-28395	152	1	each	each	DET
bracis-28395	152	2	row	row	NOUN
bracis-28395	152	3	corresponds	correspond	VERB
bracis-28395	152	4	to	to	ADP
bracis-28395	152	5	a	a	DET
bracis-28395	152	6	different	different	ADJ
bracis-28395	152	7	configuration	configuration	NOUN
bracis-28395	152	8	,	,	PUNCT
bracis-28395	152	9	and	and	CCONJ
bracis-28395	152	10	the	the	DET
bracis-28395	152	11	‘	'	PUNCT
bracis-28395	152	12	i	i	PROPN
bracis-28395	152	13	d	d	NOUN
bracis-28395	152	14	’	'	PUNCT
bracis-28395	152	15	column	column	NOUN
bracis-28395	152	16	identifies	identify	VERB
bracis-28395	152	17	the	the	DET
bracis-28395	152	18	configuration	configuration	NOUN
bracis-28395	152	19	for	for	ADP
bracis-28395	152	20	reference	reference	NOUN
bracis-28395	152	21	.	.	PUNCT
bracis-28395	153	1	for	for	ADP
bracis-28395	153	2	all	all	DET
bracis-28395	153	3	configurations	configuration	NOUN
bracis-28395	153	4	,	,	PUNCT
bracis-28395	153	5	the	the	DET
bracis-28395	153	6	co	co	NOUN
bracis-28395	153	7	-	-	NOUN
bracis-28395	153	8	occurrence	occurrence	ADJ
bracis-28395	153	9	angles	angle	NOUN
bracis-28395	153	10	of	of	ADP
bracis-28395	153	11	the	the	DET
bracis-28395	153	12	pixels	pixel	NOUN
bracis-28395	153	13	were	be	AUX
bracis-28395	153	14	0\(^\circ	0\(^\circ	NUM
bracis-28395	153	15	\	\	NOUN
bracis-28395	153	16	)	)	PUNCT
bracis-28395	153	17	,	,	PUNCT
bracis-28395	153	18	45\(^\circ	45\(^\circ	NUM
bracis-28395	153	19	\	\	NUM
bracis-28395	153	20	)	)	PUNCT
bracis-28395	153	21	,	,	PUNCT
bracis-28395	153	22	90\(^\circ	90\(^\circ	NUM
bracis-28395	153	23	\	\	NOUN
bracis-28395	153	24	)	)	PUNCT
bracis-28395	153	25	,	,	PUNCT
bracis-28395	153	26	135\(^\circ	135\(^\circ	NUM
bracis-28395	153	27	\	\	NOUN
bracis-28395	153	28	)	)	PUNCT
bracis-28395	153	29	,	,	PUNCT
bracis-28395	153	30	180\(^\circ	180\(^\circ	NUM
bracis-28395	153	31	\	\	NUM
bracis-28395	153	32	)	)	PUNCT
bracis-28395	153	33	,	,	PUNCT
bracis-28395	154	1	225\(^\circ	225\(^\circ	NUM
bracis-28395	154	2	\	\	NOUN
bracis-28395	154	3	)	)	PUNCT
bracis-28395	154	4	,	,	PUNCT
bracis-28395	154	5	270\(^\circ	270\(^\circ	PROPN
bracis-28395	154	6	\	\	NOUN
bracis-28395	154	7	)	)	PUNCT
bracis-28395	154	8	,	,	PUNCT
bracis-28395	154	9	and	and	CCONJ
bracis-28395	154	10	315\(^\circ	315\(^\circ	NUM
bracis-28395	154	11	\	\	NUM
bracis-28395	154	12	)	)	PUNCT
bracis-28395	154	13	.	.	PUNCT
bracis-28395	155	1	the	the	DET
bracis-28395	155	2	parameter	parameter	PROPN
bracis-28395	155	3	l	l	PROPN
bracis-28395	155	4	,	,	PUNCT
bracis-28395	155	5	introduced	introduce	VERB
bracis-28395	155	6	earlier	early	ADV
bracis-28395	155	7	,	,	PUNCT
bracis-28395	155	8	corresponds	correspond	VERB
bracis-28395	155	9	to	to	ADP
bracis-28395	155	10	the	the	DET
bracis-28395	155	11	length	length	NOUN
bracis-28395	155	12	of	of	ADP
bracis-28395	155	13	the	the	DET
bracis-28395	155	14	longest	long	ADJ
bracis-28395	155	15	side	side	NOUN
bracis-28395	155	16	of	of	ADP
bracis-28395	155	17	the	the	DET
bracis-28395	155	18	resized	resize	VERB
bracis-28395	155	19	image	image	NOUN
bracis-28395	155	20	and	and	CCONJ
bracis-28395	155	21	can	can	AUX
bracis-28395	155	22	assume	assume	VERB
bracis-28395	155	23	values	value	NOUN
bracis-28395	155	24	of	of	ADP
bracis-28395	155	25	400	400	NUM
bracis-28395	155	26	,	,	PUNCT
bracis-28395	155	27	500	500	NUM
bracis-28395	155	28	,	,	PUNCT
bracis-28395	155	29	and	and	CCONJ
bracis-28395	155	30	600	600	NUM
bracis-28395	155	31	pixels	pixel	NOUN
bracis-28395	155	32	.	.	PUNCT
bracis-28395	156	1	these	these	DET
bracis-28395	156	2	values	value	NOUN
bracis-28395	156	3	determine	determine	VERB
bracis-28395	156	4	the	the	DET
bracis-28395	156	5	model	model	NOUN
bracis-28395	156	6	instances	instance	NOUN
bracis-28395	156	7	,	,	PUNCT
bracis-28395	156	8	which	which	PRON
bracis-28395	156	9	will	will	AUX
bracis-28395	156	10	be	be	AUX
bracis-28395	156	11	named	name	VERB
bracis-28395	156	12	l400	l400	PROPN
bracis-28395	156	13	,	,	PUNCT
bracis-28395	156	14	l500	l500	PROPN
bracis-28395	156	15	,	,	PUNCT
bracis-28395	156	16	and	and	CCONJ
bracis-28395	156	17	l600	l600	PROPN
bracis-28395	156	18	,	,	PUNCT
bracis-28395	156	19	respectively	respectively	ADV
bracis-28395	156	20	.	.	PUNCT
bracis-28395	157	1	the	the	DET
bracis-28395	157	2	variable	variable	ADJ
bracis-28395	157	3	parameter	parameter	NOUN
bracis-28395	157	4	was	be	AUX
bracis-28395	157	5	the	the	DET
bracis-28395	157	6	distance	distance	NOUN
bracis-28395	157	7	between	between	ADP
bracis-28395	157	8	the	the	DET
bracis-28395	157	9	co	co	ADJ
bracis-28395	157	10	-	-	ADJ
bracis-28395	157	11	occurring	occurring	ADJ
bracis-28395	157	12	pixels	pixel	NOUN
bracis-28395	157	13	.	.	PUNCT
bracis-28395	158	1	it	it	PRON
bracis-28395	158	2	can	can	AUX
bracis-28395	158	3	be	be	AUX
bracis-28395	158	4	observed	observe	VERB
bracis-28395	158	5	that	that	SCONJ
bracis-28395	158	6	l400	l400	PROPN
bracis-28395	158	7	and	and	CCONJ
bracis-28395	158	8	l500	l500	PROPN
bracis-28395	158	9	instances	instance	NOUN
bracis-28395	158	10	benefited	benefit	VERB
bracis-28395	158	11	from	from	ADP
bracis-28395	158	12	the	the	DET
bracis-28395	158	13	use	use	NOUN
bracis-28395	158	14	of	of	ADP
bracis-28395	158	15	longer	long	ADJ
bracis-28395	158	16	distances	distance	NOUN
bracis-28395	158	17	,	,	PUNCT
bracis-28395	158	18	while	while	SCONJ
bracis-28395	158	19	the	the	DET
bracis-28395	158	20	l600	l600	PROPN
bracis-28395	158	21	’s	’s	PART
bracis-28395	158	22	performance	performance	NOUN
bracis-28395	158	23	declined	decline	VERB
bracis-28395	158	24	under	under	ADP
bracis-28395	158	25	these	these	DET
bracis-28395	158	26	conditions	condition	NOUN
bracis-28395	158	27	.	.	PUNCT
bracis-28395	159	1	the	the	DET
bracis-28395	159	2	accuracy	accuracy	NOUN
bracis-28395	159	3	contribution	contribution	NOUN
bracis-28395	159	4	from	from	ADP
bracis-28395	159	5	greater	great	ADJ
bracis-28395	159	6	distances	distance	NOUN
bracis-28395	159	7	suggests	suggest	VERB
bracis-28395	159	8	the	the	DET
bracis-28395	159	9	need	need	NOUN
bracis-28395	159	10	to	to	PART
bracis-28395	159	11	further	far	ADV
bracis-28395	159	12	increase	increase	VERB
bracis-28395	159	13	them	they	PRON
bracis-28395	159	14	to	to	PART
bracis-28395	159	15	investigate	investigate	VERB
bracis-28395	159	16	the	the	DET
bracis-28395	159	17	gain	gain	NOUN
bracis-28395	159	18	limit	limit	NOUN
bracis-28395	159	19	.	.	PUNCT
bracis-28395	160	1	table	table	NOUN
bracis-28395	160	2	2	2	NUM
bracis-28395	160	3	.	.	PUNCT
bracis-28395	160	4	accuracy	accuracy	NOUN
bracis-28395	160	5	of	of	ADP
bracis-28395	160	6	glcm	glcm	PROPN
bracis-28395	160	7	feature	feature	NOUN
bracis-28395	160	8	extractor	extractor	NOUN
bracis-28395	160	9	for	for	ADP
bracis-28395	160	10	different	different	ADJ
bracis-28395	160	11	image	image	NOUN
bracis-28395	160	12	sizes.full	sizes.full	NOUN
bracis-28395	160	13	size	size	NOUN
bracis-28395	160	14	table	table	NOUN
bracis-28395	160	15	table	table	NOUN
bracis-28395	160	16	 	 	SPACE
bracis-28395	160	17	3	3	NUM
bracis-28395	160	18	shows	show	VERB
bracis-28395	160	19	the	the	DET
bracis-28395	160	20	classification	classification	NOUN
bracis-28395	160	21	results	result	NOUN
bracis-28395	160	22	with	with	ADP
bracis-28395	160	23	lbp	lbp	NOUN
bracis-28395	160	24	attributes	attribute	NOUN
bracis-28395	160	25	.	.	PUNCT
bracis-28395	161	1	the	the	DET
bracis-28395	161	2	variable	variable	ADJ
bracis-28395	161	3	parameter	parameter	NOUN
bracis-28395	161	4	was	be	AUX
bracis-28395	161	5	the	the	DET
bracis-28395	161	6	radius	radius	NOUN
bracis-28395	161	7	length	length	NOUN
bracis-28395	161	8	,	,	PUNCT
bracis-28395	161	9	and	and	CCONJ
bracis-28395	161	10	the	the	DET
bracis-28395	161	11	number	number	NOUN
bracis-28395	161	12	of	of	ADP
bracis-28395	161	13	points	point	NOUN
bracis-28395	161	14	was	be	AUX
bracis-28395	161	15	set	set	VERB
bracis-28395	161	16	as	as	ADP
bracis-28395	161	17	8	8	NUM
bracis-28395	161	18	times	time	NOUN
bracis-28395	161	19	the	the	DET
bracis-28395	161	20	radius	radius	NOUN
bracis-28395	161	21	value	value	NOUN
bracis-28395	161	22	.	.	PUNCT
bracis-28395	162	1	the	the	DET
bracis-28395	162	2	feature	feature	NOUN
bracis-28395	162	3	extraction	extraction	NOUN
bracis-28395	162	4	method	method	NOUN
bracis-28395	162	5	was	be	AUX
bracis-28395	162	6	the	the	DET
bracis-28395	162	7	uniform	uniform	ADJ
bracis-28395	162	8	pattern	pattern	NOUN
bracis-28395	162	9	.	.	PUNCT
bracis-28395	163	1	l400	l400	NOUN
bracis-28395	163	2	and	and	CCONJ
bracis-28395	163	3	l600	l600	PROPN
bracis-28395	163	4	instances	instance	NOUN
bracis-28395	163	5	performed	perform	VERB
bracis-28395	163	6	better	well	ADV
bracis-28395	163	7	with	with	ADP
bracis-28395	163	8	larger	large	ADJ
bracis-28395	163	9	radii	radii	NOUN
bracis-28395	163	10	,	,	PUNCT
bracis-28395	163	11	indicating	indicate	VERB
bracis-28395	163	12	potential	potential	ADJ
bracis-28395	163	13	exploration	exploration	NOUN
bracis-28395	163	14	of	of	ADP
bracis-28395	163	15	increasing	increase	VERB
bracis-28395	163	16	these	these	DET
bracis-28395	163	17	parameters	parameter	NOUN
bracis-28395	163	18	.	.	PUNCT
bracis-28395	164	1	l500	l500	PROPN
bracis-28395	164	2	,	,	PUNCT
bracis-28395	164	3	which	which	PRON
bracis-28395	164	4	achieved	achieve	VERB
bracis-28395	164	5	the	the	DET
bracis-28395	164	6	best	good	ADJ
bracis-28395	164	7	accuracy	accuracy	NOUN
bracis-28395	164	8	for	for	ADP
bracis-28395	164	9	the	the	DET
bracis-28395	164	10	attribute	attribute	NOUN
bracis-28395	164	11	,	,	PUNCT
bracis-28395	164	12	did	do	AUX
bracis-28395	164	13	not	not	PART
bracis-28395	164	14	exhibit	exhibit	VERB
bracis-28395	164	15	noticeable	noticeable	ADJ
bracis-28395	164	16	patterns	pattern	NOUN
bracis-28395	164	17	concerning	concern	VERB
bracis-28395	164	18	the	the	DET
bracis-28395	164	19	radius	radius	NOUN
bracis-28395	164	20	.	.	PUNCT
bracis-28395	165	1	lbp	lbp	PROPN
bracis-28395	165	2	demonstrated	demonstrate	VERB
bracis-28395	165	3	the	the	DET
bracis-28395	165	4	best	good	ADJ
bracis-28395	165	5	individual	individual	ADJ
bracis-28395	165	6	performance	performance	NOUN
bracis-28395	165	7	among	among	ADP
bracis-28395	165	8	all	all	DET
bracis-28395	165	9	extractors	extractor	NOUN
bracis-28395	165	10	.	.	PUNCT
bracis-28395	166	1	table	table	NOUN
bracis-28395	166	2	3	3	NUM
bracis-28395	166	3	.	.	PUNCT
bracis-28395	167	1	accuracy	accuracy	NOUN
bracis-28395	167	2	of	of	ADP
bracis-28395	167	3	lbp	lbp	PROPN
bracis-28395	167	4	feature	feature	NOUN
bracis-28395	167	5	extractor	extractor	NOUN
bracis-28395	167	6	for	for	ADP
bracis-28395	167	7	different	different	ADJ
bracis-28395	167	8	image	image	NOUN
bracis-28395	167	9	sizes.full	sizes.full	NOUN
bracis-28395	167	10	size	size	NOUN
bracis-28395	167	11	table	table	NOUN
bracis-28395	167	12	the	the	DET
bracis-28395	167	13	daisy	daisy	NOUN
bracis-28395	167	14	feature	feature	NOUN
bracis-28395	167	15	extractor	extractor	NOUN
bracis-28395	167	16	has	have	VERB
bracis-28395	167	17	the	the	DET
bracis-28395	167	18	most	most	ADV
bracis-28395	167	19	adjustable	adjustable	ADJ
bracis-28395	167	20	parameters	parameter	NOUN
bracis-28395	167	21	and	and	CCONJ
bracis-28395	167	22	,	,	PUNCT
bracis-28395	167	23	consequently	consequently	ADV
bracis-28395	167	24	,	,	PUNCT
bracis-28395	167	25	more	more	ADV
bracis-28395	167	26	available	available	ADJ
bracis-28395	167	27	configurations	configuration	NOUN
bracis-28395	167	28	.	.	PUNCT
bracis-28395	168	1	the	the	DET
bracis-28395	168	2	accepted	accept	VERB
bracis-28395	168	3	values	value	NOUN
bracis-28395	168	4	for	for	ADP
bracis-28395	168	5	the	the	DET
bracis-28395	168	6	descriptor	descriptor	NOUN
bracis-28395	168	7	radius	radius	NOUN
bracis-28395	168	8	were	be	AUX
bracis-28395	168	9	9	9	NUM
bracis-28395	168	10	,	,	PUNCT
bracis-28395	168	11	18	18	NUM
bracis-28395	168	12	,	,	PUNCT
bracis-28395	168	13	and	and	CCONJ
bracis-28395	168	14	36	36	NUM
bracis-28395	168	15	,	,	PUNCT
bracis-28395	168	16	which	which	PRON
bracis-28395	168	17	may	may	AUX
bracis-28395	168	18	contain	contain	VERB
bracis-28395	168	19	2	2	NUM
bracis-28395	168	20	or	or	CCONJ
bracis-28395	168	21	3	3	NUM
bracis-28395	168	22	rings	ring	NOUN
bracis-28395	168	23	,	,	PUNCT
bracis-28395	168	24	as	as	SCONJ
bracis-28395	168	25	shown	show	VERB
bracis-28395	168	26	in	in	ADP
bracis-28395	168	27	table	table	NOUN
bracis-28395	168	28	 	 	SPACE
bracis-28395	168	29	4	4	NUM
bracis-28395	168	30	.	.	PUNCT
bracis-28395	168	31	additionally	additionally	ADV
bracis-28395	168	32	,	,	PUNCT
bracis-28395	168	33	for	for	ADP
bracis-28395	168	34	each	each	DET
bracis-28395	168	35	instance	instance	NOUN
bracis-28395	168	36	,	,	PUNCT
bracis-28395	168	37	a	a	DET
bracis-28395	168	38	different	different	ADJ
bracis-28395	168	39	step	step	NOUN
bracis-28395	168	40	parameter	parameter	NOUN
bracis-28395	168	41	was	be	AUX
bracis-28395	168	42	used	use	VERB
bracis-28395	168	43	:	:	PUNCT
bracis-28395	168	44	25	25	NUM
bracis-28395	168	45	,	,	PUNCT
bracis-28395	168	46	33	33	NUM
bracis-28395	168	47	,	,	PUNCT
bracis-28395	168	48	and	and	CCONJ
bracis-28395	168	49	40	40	NUM
bracis-28395	168	50	for	for	ADP
bracis-28395	168	51	l400	l400	PROPN
bracis-28395	168	52	,	,	PUNCT
bracis-28395	168	53	l500	l500	PROPN
bracis-28395	168	54	,	,	PUNCT
bracis-28395	168	55	and	and	CCONJ
bracis-28395	168	56	l600	l600	PROPN
bracis-28395	168	57	,	,	PUNCT
bracis-28395	168	58	respectively	respectively	ADV
bracis-28395	168	59	.	.	PUNCT
bracis-28395	169	1	all	all	DET
bracis-28395	169	2	settings	setting	NOUN
bracis-28395	169	3	employed	employ	VERB
bracis-28395	169	4	a	a	DET
bracis-28395	169	5	fixed	fix	VERB
bracis-28395	169	6	number	number	NOUN
bracis-28395	169	7	of	of	ADP
bracis-28395	169	8	8	8	NUM
bracis-28395	169	9	orientations	orientation	NOUN
bracis-28395	169	10	and	and	CCONJ
bracis-28395	169	11	16	16	NUM
bracis-28395	169	12	histograms	histogram	NOUN
bracis-28395	169	13	.	.	PUNCT
bracis-28395	170	1	besides	besides	SCONJ
bracis-28395	170	2	the	the	DET
bracis-28395	170	3	daisy	daisy	NOUN
bracis-28395	170	4	descriptors	descriptor	VERB
bracis-28395	170	5	parameterization	parameterization	NOUN
bracis-28395	170	6	,	,	PUNCT
bracis-28395	170	7	the	the	DET
bracis-28395	170	8	number	number	NOUN
bracis-28395	170	9	of	of	ADP
bracis-28395	170	10	k	k	PROPN
bracis-28395	170	11	-	-	PUNCT
bracis-28395	170	12	means	mean	VERB
bracis-28395	170	13	clusters	cluster	NOUN
bracis-28395	170	14	,	,	PUNCT
bracis-28395	170	15	which	which	PRON
bracis-28395	170	16	form	form	VERB
bracis-28395	170	17	the	the	DET
bracis-28395	170	18	basis	basis	NOUN
bracis-28395	170	19	for	for	ADP
bracis-28395	170	20	bag	bag	NOUN
bracis-28395	170	21	of	of	ADP
bracis-28395	170	22	visual	visual	ADJ
bracis-28395	170	23	words	word	NOUN
bracis-28395	170	24	,	,	PUNCT
bracis-28395	170	25	varied	varied	ADJ
bracis-28395	170	26	between	between	ADP
bracis-28395	170	27	25	25	NUM
bracis-28395	170	28	,	,	PUNCT
bracis-28395	170	29	50	50	NUM
bracis-28395	170	30	,	,	PUNCT
bracis-28395	170	31	100	100	NUM
bracis-28395	170	32	,	,	PUNCT
bracis-28395	170	33	and	and	CCONJ
bracis-28395	170	34	200	200	NUM
bracis-28395	170	35	clusters	cluster	NOUN
bracis-28395	170	36	.	.	PUNCT
bracis-28395	171	1	l500	l500	PROPN
bracis-28395	171	2	performed	perform	VERB
bracis-28395	171	3	better	well	ADV
bracis-28395	171	4	with	with	ADP
bracis-28395	171	5	larger	large	ADJ
bracis-28395	171	6	clusters	cluster	NOUN
bracis-28395	171	7	,	,	PUNCT
bracis-28395	171	8	while	while	SCONJ
bracis-28395	171	9	l400	l400	PROPN
bracis-28395	171	10	and	and	CCONJ
bracis-28395	171	11	l600	l600	PROPN
bracis-28395	171	12	performed	perform	VERB
bracis-28395	171	13	optimally	optimally	ADV
bracis-28395	171	14	with	with	ADP
bracis-28395	171	15	100	100	NUM
bracis-28395	171	16	.	.	PUNCT
bracis-28395	171	17	table	table	NOUN
bracis-28395	171	18	4	4	NUM
bracis-28395	171	19	.	.	PUNCT
bracis-28395	171	20	top	top	ADJ
bracis-28395	171	21	10	10	NUM
bracis-28395	171	22	accuracy	accuracy	NOUN
bracis-28395	171	23	of	of	ADP
bracis-28395	171	24	daisy	daisy	NOUN
bracis-28395	171	25	feature	feature	NOUN
bracis-28395	171	26	extractor	extractor	NOUN
bracis-28395	171	27	for	for	ADP
bracis-28395	171	28	different	different	ADJ
bracis-28395	171	29	image	image	NOUN
bracis-28395	171	30	sizes.full	sizes.full	NOUN
bracis-28395	171	31	size	size	NOUN
bracis-28395	171	32	table	table	NOUN
bracis-28395	171	33	lastly	lastly	ADV
bracis-28395	171	34	,	,	PUNCT
bracis-28395	171	35	table	table	NOUN
bracis-28395	171	36	 	 	SPACE
bracis-28395	171	37	5	5	NUM
bracis-28395	171	38	presents	present	VERB
bracis-28395	171	39	the	the	DET
bracis-28395	171	40	accuracy	accuracy	NOUN
bracis-28395	171	41	for	for	ADP
bracis-28395	171	42	attributes	attribute	NOUN
bracis-28395	171	43	obtained	obtain	VERB
bracis-28395	171	44	with	with	ADP
bracis-28395	171	45	kase	kase	PROPN
bracis-28395	171	46	.	.	PUNCT
bracis-28395	172	1	the	the	DET
bracis-28395	172	2	modified	modify	VERB
bracis-28395	172	3	parameters	parameter	NOUN
bracis-28395	172	4	were	be	AUX
bracis-28395	172	5	the	the	DET
bracis-28395	172	6	number	number	NOUN
bracis-28395	172	7	of	of	ADP
bracis-28395	172	8	clusters	cluster	NOUN
bracis-28395	172	9	for	for	ADP
bracis-28395	172	10	the	the	DET
bracis-28395	172	11	k	k	ADJ
bracis-28395	172	12	-	-	PUNCT
bracis-28395	172	13	means	means	NOUN
bracis-28395	172	14	algorithm	algorithm	NOUN
bracis-28395	172	15	and	and	CCONJ
bracis-28395	172	16	the	the	DET
bracis-28395	172	17	presence	presence	NOUN
bracis-28395	172	18	or	or	CCONJ
bracis-28395	172	19	absence	absence	NOUN
bracis-28395	172	20	of	of	ADP
bracis-28395	172	21	contrast	contrast	NOUN
bracis-28395	172	22	enhancement	enhancement	NOUN
bracis-28395	172	23	.	.	PUNCT
bracis-28395	173	1	when	when	SCONJ
bracis-28395	173	2	contrast	contrast	NOUN
bracis-28395	173	3	enhancement	enhancement	NOUN
bracis-28395	173	4	was	be	AUX
bracis-28395	173	5	applied	apply	VERB
bracis-28395	173	6	,	,	PUNCT
bracis-28395	173	7	a	a	DET
bracis-28395	173	8	factor	factor	NOUN
bracis-28395	173	9	of	of	ADP
bracis-28395	173	10	2	2	NUM
bracis-28395	173	11	was	be	AUX
bracis-28395	173	12	used	use	VERB
bracis-28395	173	13	.	.	PUNCT
bracis-28395	174	1	the	the	DET
bracis-28395	174	2	l500	l500	PROPN
bracis-28395	174	3	instance	instance	NOUN
bracis-28395	174	4	achieved	achieve	VERB
bracis-28395	174	5	the	the	DET
bracis-28395	174	6	best	good	ADJ
bracis-28395	174	7	performance	performance	NOUN
bracis-28395	174	8	.	.	PUNCT
bracis-28395	175	1	in	in	ADP
bracis-28395	175	2	all	all	DET
bracis-28395	175	3	cases	case	NOUN
bracis-28395	175	4	,	,	PUNCT
bracis-28395	175	5	increased	increase	VERB
bracis-28395	175	6	contrast	contrast	NOUN
bracis-28395	175	7	contributed	contribute	VERB
bracis-28395	175	8	to	to	ADP
bracis-28395	175	9	an	an	DET
bracis-28395	175	10	improvement	improvement	NOUN
bracis-28395	175	11	in	in	ADP
bracis-28395	175	12	the	the	DET
bracis-28395	175	13	hit	hit	NOUN
bracis-28395	175	14	rate	rate	NOUN
bracis-28395	175	15	.	.	PUNCT
bracis-28395	176	1	this	this	PRON
bracis-28395	176	2	is	be	AUX
bracis-28395	176	3	possible	possible	ADJ
bracis-28395	176	4	because	because	SCONJ
bracis-28395	176	5	the	the	DET
bracis-28395	176	6	number	number	NOUN
bracis-28395	176	7	of	of	ADP
bracis-28395	176	8	regions	region	NOUN
bracis-28395	176	9	of	of	ADP
bracis-28395	176	10	interest	interest	NOUN
bracis-28395	176	11	detected	detect	VERB
bracis-28395	176	12	by	by	ADP
bracis-28395	176	13	kase	kase	PROPN
bracis-28395	176	14	increases	increase	NOUN
bracis-28395	176	15	,	,	PUNCT
bracis-28395	176	16	generating	generate	VERB
bracis-28395	176	17	more	more	ADJ
bracis-28395	176	18	descriptors	descriptor	NOUN
bracis-28395	176	19	that	that	PRON
bracis-28395	176	20	can	can	AUX
bracis-28395	176	21	help	help	VERB
bracis-28395	176	22	better	well	ADV
bracis-28395	176	23	discriminate	discriminate	VERB
bracis-28395	176	24	one	one	NUM
bracis-28395	176	25	leaf	leaf	NOUN
bracis-28395	176	26	from	from	ADP
bracis-28395	176	27	another	another	PRON
bracis-28395	176	28	.	.	PUNCT
bracis-28395	177	1	moreover	moreover	ADV
bracis-28395	177	2	,	,	PUNCT
bracis-28395	177	3	all	all	DET
bracis-28395	177	4	instances	instance	NOUN
bracis-28395	177	5	performed	perform	VERB
bracis-28395	177	6	better	well	ADV
bracis-28395	177	7	with	with	ADP
bracis-28395	177	8	more	more	ADJ
bracis-28395	177	9	clusters	cluster	NOUN
bracis-28395	177	10	.	.	PUNCT
bracis-28395	178	1	it	it	PRON
bracis-28395	178	2	is	be	AUX
bracis-28395	178	3	crucial	crucial	ADJ
bracis-28395	178	4	to	to	PART
bracis-28395	178	5	investigate	investigate	VERB
bracis-28395	178	6	whether	whether	SCONJ
bracis-28395	178	7	increasing	increase	VERB
bracis-28395	178	8	the	the	DET
bracis-28395	178	9	contrast	contrast	NOUN
bracis-28395	178	10	factor	factor	NOUN
bracis-28395	178	11	or	or	CCONJ
bracis-28395	178	12	the	the	DET
bracis-28395	178	13	number	number	NOUN
bracis-28395	178	14	of	of	ADP
bracis-28395	178	15	clusters	cluster	NOUN
bracis-28395	178	16	may	may	AUX
bracis-28395	178	17	lead	lead	VERB
bracis-28395	178	18	to	to	ADP
bracis-28395	178	19	an	an	DET
bracis-28395	178	20	even	even	ADV
bracis-28395	178	21	greater	great	ADJ
bracis-28395	178	22	gain	gain	NOUN
bracis-28395	178	23	in	in	ADP
bracis-28395	178	24	accuracy	accuracy	NOUN
bracis-28395	178	25	.	.	PUNCT
bracis-28395	179	1	table	table	NOUN
bracis-28395	179	2	5	5	NUM
bracis-28395	179	3	.	.	PUNCT
bracis-28395	180	1	accuracy	accuracy	NOUN
bracis-28395	180	2	of	of	ADP
bracis-28395	180	3	kase	kase	PROPN
bracis-28395	180	4	feature	feature	NOUN
bracis-28395	180	5	extractor	extractor	NOUN
bracis-28395	180	6	for	for	ADP
bracis-28395	180	7	different	different	ADJ
bracis-28395	180	8	image	image	NOUN
bracis-28395	180	9	sizes.full	sizes.full	NOUN
bracis-28395	180	10	size	size	NOUN
bracis-28395	180	11	table	table	NOUN
bracis-28395	180	12	combined	combine	VERB
bracis-28395	180	13	attributes	attribute	NOUN
bracis-28395	180	14	.	.	PUNCT
bracis-28395	181	1	to	to	PART
bracis-28395	181	2	explore	explore	VERB
bracis-28395	181	3	different	different	ADJ
bracis-28395	181	4	image	image	NOUN
bracis-28395	181	5	features	feature	NOUN
bracis-28395	181	6	,	,	PUNCT
bracis-28395	181	7	the	the	DET
bracis-28395	181	8	attributes	attribute	NOUN
bracis-28395	181	9	generated	generate	VERB
bracis-28395	181	10	by	by	ADP
bracis-28395	181	11	glcm	glcm	PROPN
bracis-28395	181	12	,	,	PUNCT
bracis-28395	181	13	lbp	lbp	PROPN
bracis-28395	181	14	,	,	PUNCT
bracis-28395	181	15	daisy	daisy	NOUN
bracis-28395	181	16	,	,	PUNCT
bracis-28395	181	17	and	and	CCONJ
bracis-28395	181	18	kase	kase	PROPN
bracis-28395	181	19	were	be	AUX
bracis-28395	181	20	combined	combine	VERB
bracis-28395	181	21	into	into	ADP
bracis-28395	181	22	a	a	DET
bracis-28395	181	23	single	single	ADJ
bracis-28395	181	24	feature	feature	NOUN
bracis-28395	181	25	vector	vector	NOUN
bracis-28395	181	26	.	.	PUNCT
bracis-28395	182	1	tests	test	NOUN
bracis-28395	182	2	were	be	AUX
bracis-28395	182	3	conducted	conduct	VERB
bracis-28395	182	4	on	on	ADP
bracis-28395	182	5	the	the	DET
bracis-28395	182	6	validation	validation	NOUN
bracis-28395	182	7	set	set	NOUN
bracis-28395	182	8	using	use	VERB
bracis-28395	182	9	the	the	DET
bracis-28395	182	10	svm	svm	ADJ
bracis-28395	182	11	classifier	classifier	NOUN
bracis-28395	182	12	with	with	ADP
bracis-28395	182	13	the	the	DET
bracis-28395	182	14	parameter	parameter	NOUN
bracis-28395	182	15	\(c	\(c	NOUN
bracis-28395	182	16	=	=	SYM
bracis-28395	182	17	30\	30\	NUM
bracis-28395	182	18	)	)	PUNCT
bracis-28395	182	19	.	.	PUNCT
bracis-28395	183	1	several	several	ADJ
bracis-28395	183	2	combinations	combination	NOUN
bracis-28395	183	3	were	be	AUX
bracis-28395	183	4	performed	perform	VERB
bracis-28395	183	5	with	with	ADP
bracis-28395	183	6	each	each	DET
bracis-28395	183	7	extractor	extractor	NOUN
bracis-28395	183	8	configuration	configuration	NOUN
bracis-28395	183	9	.	.	PUNCT
bracis-28395	184	1	however	however	ADV
bracis-28395	184	2	,	,	PUNCT
bracis-28395	184	3	to	to	PART
bracis-28395	184	4	reduce	reduce	VERB
bracis-28395	184	5	the	the	DET
bracis-28395	184	6	total	total	ADJ
bracis-28395	184	7	number	number	NOUN
bracis-28395	184	8	of	of	ADP
bracis-28395	184	9	solutions	solution	NOUN
bracis-28395	184	10	,	,	PUNCT
bracis-28395	184	11	a	a	DET
bracis-28395	184	12	heuristic	heuristic	NOUN
bracis-28395	184	13	was	be	AUX
bracis-28395	184	14	followed	follow	VERB
bracis-28395	184	15	.	.	PUNCT
bracis-28395	185	1	initially	initially	ADV
bracis-28395	185	2	,	,	PUNCT
bracis-28395	185	3	all	all	DET
bracis-28395	185	4	pairs	pair	NOUN
bracis-28395	185	5	composed	compose	VERB
bracis-28395	185	6	of	of	ADP
bracis-28395	185	7	glcm	glcm	PROPN
bracis-28395	185	8	and	and	CCONJ
bracis-28395	185	9	lbp	lbp	PROPN
bracis-28395	185	10	attributes	attribute	NOUN
bracis-28395	185	11	were	be	AUX
bracis-28395	185	12	tested	test	VERB
bracis-28395	185	13	.	.	PUNCT
bracis-28395	186	1	then	then	ADV
bracis-28395	186	2	,	,	PUNCT
bracis-28395	186	3	the	the	DET
bracis-28395	186	4	pair	pair	NOUN
bracis-28395	186	5	with	with	ADP
bracis-28395	186	6	the	the	DET
bracis-28395	186	7	best	good	ADJ
bracis-28395	186	8	accuracy	accuracy	NOUN
bracis-28395	186	9	was	be	AUX
bracis-28395	186	10	chosen	choose	VERB
bracis-28395	186	11	for	for	ADP
bracis-28395	186	12	the	the	DET
bracis-28395	186	13	next	next	ADJ
bracis-28395	186	14	step	step	NOUN
bracis-28395	186	15	,	,	PUNCT
bracis-28395	186	16	where	where	SCONJ
bracis-28395	186	17	it	it	PRON
bracis-28395	186	18	was	be	AUX
bracis-28395	186	19	combined	combine	VERB
bracis-28395	186	20	with	with	ADP
bracis-28395	186	21	the	the	DET
bracis-28395	186	22	remaining	remain	VERB
bracis-28395	186	23	features	feature	NOUN
bracis-28395	186	24	(	(	PUNCT
bracis-28395	186	25	daisy	daisy	NOUN
bracis-28395	186	26	and	and	CCONJ
bracis-28395	186	27	kase	kase	PROPN
bracis-28395	186	28	)	)	PUNCT
bracis-28395	186	29	.	.	PUNCT
bracis-28395	187	1	the	the	DET
bracis-28395	187	2	tests	test	NOUN
bracis-28395	187	3	were	be	AUX
bracis-28395	187	4	executed	execute	VERB
bracis-28395	187	5	again	again	ADV
bracis-28395	187	6	,	,	PUNCT
bracis-28395	187	7	and	and	CCONJ
bracis-28395	187	8	this	this	DET
bracis-28395	187	9	time	time	NOUN
bracis-28395	187	10	,	,	PUNCT
bracis-28395	187	11	the	the	DET
bracis-28395	187	12	tuple	tuple	NOUN
bracis-28395	187	13	with	with	ADP
bracis-28395	187	14	the	the	DET
bracis-28395	187	15	highest	high	ADJ
bracis-28395	187	16	hit	hit	VERB
bracis-28395	187	17	rate	rate	NOUN
bracis-28395	187	18	was	be	AUX
bracis-28395	187	19	chosen	choose	VERB
bracis-28395	187	20	as	as	ADP
bracis-28395	187	21	the	the	DET
bracis-28395	187	22	base	base	NOUN
bracis-28395	187	23	model	model	NOUN
bracis-28395	187	24	.	.	PUNCT
bracis-28395	188	1	this	this	DET
bracis-28395	188	2	process	process	NOUN
bracis-28395	188	3	was	be	AUX
bracis-28395	188	4	performed	perform	VERB
bracis-28395	188	5	for	for	ADP
bracis-28395	188	6	the	the	DET
bracis-28395	188	7	l400	l400	PROPN
bracis-28395	188	8	,	,	PUNCT
bracis-28395	188	9	l500	l500	PROPN
bracis-28395	188	10	,	,	PUNCT
bracis-28395	188	11	and	and	CCONJ
bracis-28395	188	12	l600	l600	PROPN
bracis-28395	188	13	instances	instance	NOUN
bracis-28395	188	14	,	,	PUNCT
bracis-28395	188	15	and	and	CCONJ
bracis-28395	188	16	the	the	DET
bracis-28395	188	17	base	base	NOUN
bracis-28395	188	18	models	model	NOUN
bracis-28395	188	19	returned	return	VERB
bracis-28395	188	20	are	be	AUX
bracis-28395	188	21	named	name	VERB
bracis-28395	188	22	mb400	mb400	NOUN
bracis-28395	188	23	,	,	PUNCT
bracis-28395	188	24	mb500	mb500	NOUN
bracis-28395	188	25	,	,	PUNCT
bracis-28395	188	26	and	and	CCONJ
bracis-28395	188	27	mb600	mb600	PROPN
bracis-28395	188	28	,	,	PUNCT
bracis-28395	188	29	respectively	respectively	ADV
bracis-28395	188	30	.	.	PUNCT
bracis-28395	189	1	table	table	NOUN
bracis-28395	189	2	 	 	SPACE
bracis-28395	189	3	6	6	NUM
bracis-28395	189	4	displays	display	VERB
bracis-28395	189	5	the	the	DET
bracis-28395	189	6	chosen	choose	VERB
bracis-28395	189	7	configuration	configuration	NOUN
bracis-28395	189	8	of	of	ADP
bracis-28395	189	9	each	each	DET
bracis-28395	189	10	attribute	attribute	NOUN
bracis-28395	189	11	for	for	ADP
bracis-28395	189	12	the	the	DET
bracis-28395	189	13	base	base	NOUN
bracis-28395	189	14	models	model	NOUN
bracis-28395	189	15	,	,	PUNCT
bracis-28395	189	16	ensuring	ensure	VERB
bracis-28395	189	17	maximum	maximum	ADJ
bracis-28395	189	18	performance	performance	NOUN
bracis-28395	189	19	.	.	PUNCT
bracis-28395	190	1	the	the	DET
bracis-28395	190	2	total	total	ADJ
bracis-28395	190	3	attributes	attribute	NOUN
bracis-28395	190	4	of	of	ADP
bracis-28395	190	5	the	the	DET
bracis-28395	190	6	final	final	ADJ
bracis-28395	190	7	feature	feature	NOUN
bracis-28395	190	8	vector	vector	NOUN
bracis-28395	190	9	are	be	AUX
bracis-28395	190	10	also	also	ADV
bracis-28395	190	11	recorded	record	VERB
bracis-28395	190	12	.	.	PUNCT
bracis-28395	191	1	table	table	NOUN
bracis-28395	191	2	6	6	NUM
bracis-28395	191	3	.	.	PUNCT
bracis-28395	192	1	base	base	NOUN
bracis-28395	192	2	models	model	NOUN
bracis-28395	192	3	generated	generate	VERB
bracis-28395	192	4	from	from	ADP
bracis-28395	192	5	concatenating	concatenate	VERB
bracis-28395	192	6	glcm	glcm	PROPN
bracis-28395	192	7	,	,	PUNCT
bracis-28395	192	8	lbp	lbp	NOUN
bracis-28395	192	9	,	,	PUNCT
bracis-28395	192	10	daisy	daisy	NOUN
bracis-28395	192	11	,	,	PUNCT
bracis-28395	192	12	and	and	CCONJ
bracis-28395	192	13	kase	kase	PROPN
bracis-28395	192	14	attributes.full	attributes.full	PROPN
bracis-28395	192	15	size	size	NOUN
bracis-28395	192	16	table	table	NOUN
bracis-28395	192	17	the	the	DET
bracis-28395	192	18	best	good	ADJ
bracis-28395	192	19	models	model	NOUN
bracis-28395	192	20	on	on	ADP
bracis-28395	192	21	the	the	DET
bracis-28395	192	22	validation	validation	NOUN
bracis-28395	192	23	were	be	AUX
bracis-28395	192	24	executed	execute	VERB
bracis-28395	192	25	on	on	ADP
bracis-28395	192	26	the	the	DET
bracis-28395	192	27	test	test	NOUN
bracis-28395	192	28	set	set	VERB
bracis-28395	192	29	to	to	PART
bracis-28395	192	30	obtain	obtain	VERB
bracis-28395	192	31	the	the	DET
bracis-28395	192	32	final	final	ADJ
bracis-28395	192	33	accuracy	accuracy	NOUN
bracis-28395	192	34	.	.	PUNCT
bracis-28395	193	1	table	table	NOUN
bracis-28395	193	2	 	 	SPACE
bracis-28395	193	3	7	7	NUM
bracis-28395	193	4	presents	present	VERB
bracis-28395	193	5	these	these	DET
bracis-28395	193	6	accuracies	accuracy	NOUN
bracis-28395	193	7	and	and	CCONJ
bracis-28395	193	8	compares	compare	VERB
bracis-28395	193	9	them	they	PRON
bracis-28395	193	10	with	with	ADP
bracis-28395	193	11	those	those	PRON
bracis-28395	193	12	achieved	achieve	VERB
bracis-28395	193	13	by	by	ADP
bracis-28395	193	14	the	the	DET
bracis-28395	193	15	cropped	crop	VERB
bracis-28395	193	16	base	base	NOUN
bracis-28395	193	17	models	model	NOUN
bracis-28395	193	18	from	from	ADP
bracis-28395	193	19	the	the	DET
bracis-28395	193	20	work	work	NOUN
bracis-28395	193	21	of	of	ADP
bracis-28395	193	22	[	[	X
bracis-28395	193	23	7	7	NUM
bracis-28395	193	24	]	]	PUNCT
bracis-28395	193	25	.	.	PUNCT
bracis-28395	194	1	in	in	ADP
bracis-28395	194	2	[	[	X
bracis-28395	194	3	7	7	NUM
bracis-28395	194	4	]	]	PUNCT
bracis-28395	194	5	,	,	PUNCT
bracis-28395	194	6	the	the	DET
bracis-28395	194	7	cropped	crop	VERB
bracis-28395	194	8	bases	basis	NOUN
bracis-28395	194	9	were	be	AUX
bracis-28395	194	10	applied	apply	VERB
bracis-28395	194	11	to	to	ADP
bracis-28395	194	12	the	the	DET
bracis-28395	194	13	validation	validation	NOUN
bracis-28395	194	14	set	set	NOUN
bracis-28395	194	15	.	.	PUNCT
bracis-28395	195	1	therefore	therefore	ADV
bracis-28395	195	2	,	,	PUNCT
bracis-28395	195	3	here	here	ADV
bracis-28395	195	4	we	we	PRON
bracis-28395	195	5	rerun	rerun	VERB
bracis-28395	195	6	them	they	PRON
bracis-28395	195	7	on	on	ADP
bracis-28395	195	8	the	the	DET
bracis-28395	195	9	test	test	NOUN
bracis-28395	195	10	set	set	VERB
bracis-28395	195	11	for	for	ADP
bracis-28395	195	12	comparison	comparison	NOUN
bracis-28395	195	13	purposes	purpose	NOUN
bracis-28395	195	14	.	.	PUNCT
bracis-28395	196	1	cropped	cropped	ADJ
bracis-28395	196	2	base	base	NOUN
bracis-28395	196	3	also	also	ADV
bracis-28395	196	4	uses	use	VERB
bracis-28395	196	5	the	the	DET
bracis-28395	196	6	main	main	ADJ
bracis-28395	196	7	cropped	cropped	ADJ
bracis-28395	196	8	leaf	leaf	NOUN
bracis-28395	196	9	at	at	ADP
bracis-28395	196	10	a	a	DET
bracis-28395	196	11	\(300\,\times	\(300\,\time	NOUN
bracis-28395	196	12	\,300\	\,300\	NOUN
bracis-28395	196	13	)	)	PUNCT
bracis-28395	196	14	resolution	resolution	NOUN
bracis-28395	196	15	.	.	PUNCT
bracis-28395	197	1	it	it	PRON
bracis-28395	197	2	has	have	VERB
bracis-28395	197	3	variants	variant	NOUN
bracis-28395	197	4	with	with	ADP
bracis-28395	197	5	the	the	DET
bracis-28395	197	6	inceptionv3	inceptionv3	NOUN
bracis-28395	197	7	,	,	PUNCT
bracis-28395	197	8	resnet50	resnet50	NOUN
bracis-28395	197	9	,	,	PUNCT
bracis-28395	197	10	and	and	CCONJ
bracis-28395	197	11	efficientnetb3	efficientnetb3	X
bracis-28395	197	12	neural	neural	ADJ
bracis-28395	197	13	networks	network	NOUN
bracis-28395	197	14	,	,	PUNCT
bracis-28395	197	15	subject	subject	ADJ
bracis-28395	197	16	to	to	ADP
bracis-28395	197	17	a	a	DET
bracis-28395	197	18	dropout	dropout	NOUN
bracis-28395	197	19	rate	rate	NOUN
bracis-28395	197	20	of	of	ADP
bracis-28395	197	21	0.2	0.2	NUM
bracis-28395	197	22	,	,	PUNCT
bracis-28395	197	23	0.5	0.5	NUM
bracis-28395	197	24	,	,	PUNCT
bracis-28395	197	25	or	or	CCONJ
bracis-28395	197	26	0.8	0.8	NUM
bracis-28395	197	27	,	,	PUNCT
bracis-28395	197	28	as	as	SCONJ
bracis-28395	197	29	seen	see	VERB
bracis-28395	197	30	in	in	ADP
bracis-28395	197	31	parentheses	parenthesis	NOUN
bracis-28395	197	32	in	in	ADP
bracis-28395	197	33	the	the	DET
bracis-28395	197	34	table	table	NOUN
bracis-28395	197	35	 	 	SPACE
bracis-28395	197	36	7	7	NUM
bracis-28395	197	37	‘	'	PUNCT
bracis-28395	197	38	model	model	NOUN
bracis-28395	197	39	’	'	PUNCT
bracis-28395	197	40	column	column	NOUN
bracis-28395	197	41	.	.	PUNCT
bracis-28395	198	1	mb400	mb400	NOUN
bracis-28395	198	2	and	and	CCONJ
bracis-28395	198	3	mb600	mb600	ADJ
bracis-28395	198	4	models	model	NOUN
bracis-28395	198	5	outperformed	outperform	VERB
bracis-28395	198	6	inceptionv3	inceptionv3	NOUN
bracis-28395	198	7	with	with	ADP
bracis-28395	198	8	dropout	dropout	NOUN
bracis-28395	198	9	rates	rate	NOUN
bracis-28395	198	10	of	of	ADP
bracis-28395	198	11	0.2	0.2	NUM
bracis-28395	198	12	and	and	CCONJ
bracis-28395	198	13	0.5	0.5	NUM
bracis-28395	198	14	.	.	PUNCT
bracis-28395	199	1	mb500	mb500	NOUN
bracis-28395	199	2	only	only	ADV
bracis-28395	199	3	surpassed	surpass	VERB
bracis-28395	199	4	inceptionv3	inceptionv3	NOUN
bracis-28395	199	5	with	with	ADP
bracis-28395	199	6	a	a	DET
bracis-28395	199	7	dropout	dropout	NOUN
bracis-28395	199	8	rate	rate	NOUN
bracis-28395	199	9	of	of	ADP
bracis-28395	199	10	0.2	0.2	NUM
bracis-28395	199	11	.	.	PUNCT
bracis-28395	200	1	however	however	ADV
bracis-28395	200	2	,	,	PUNCT
bracis-28395	200	3	it	it	PRON
bracis-28395	200	4	is	be	AUX
bracis-28395	200	5	worth	worth	ADJ
bracis-28395	200	6	noting	note	VERB
bracis-28395	200	7	the	the	DET
bracis-28395	200	8	significant	significant	ADJ
bracis-28395	200	9	reduction	reduction	NOUN
bracis-28395	200	10	in	in	ADP
bracis-28395	200	11	the	the	DET
bracis-28395	200	12	proposed	propose	VERB
bracis-28395	200	13	models	model	NOUN
bracis-28395	200	14	’	’	PART
bracis-28395	200	15	size	size	NOUN
bracis-28395	200	16	in	in	ADP
bracis-28395	200	17	mb	mb	NOUN
bracis-28395	200	18	.	.	PUNCT
bracis-28395	201	1	the	the	DET
bracis-28395	201	2	base	base	NOUN
bracis-28395	201	3	models	model	NOUN
bracis-28395	201	4	are	be	AUX
bracis-28395	201	5	at	at	ADV
bracis-28395	201	6	least	least	ADV
bracis-28395	201	7	10	10	NUM
bracis-28395	201	8	times	time	NOUN
bracis-28395	201	9	smaller	small	ADJ
bracis-28395	201	10	than	than	ADP
bracis-28395	201	11	the	the	DET
bracis-28395	201	12	cnn	cnn	PROPN
bracis-28395	201	13	-	-	PUNCT
bracis-28395	201	14	base	base	NOUN
bracis-28395	201	15	model	model	NOUN
bracis-28395	201	16	,	,	PUNCT
bracis-28395	201	17	making	make	VERB
bracis-28395	201	18	them	they	PRON
bracis-28395	201	19	suitable	suitable	ADJ
bracis-28395	201	20	for	for	ADP
bracis-28395	201	21	use	use	NOUN
bracis-28395	201	22	on	on	ADP
bracis-28395	201	23	devices	device	NOUN
bracis-28395	201	24	with	with	ADP
bracis-28395	201	25	limited	limited	ADJ
bracis-28395	201	26	storage	storage	NOUN
bracis-28395	201	27	and	and	CCONJ
bracis-28395	201	28	memory	memory	NOUN
bracis-28395	201	29	capacity	capacity	NOUN
bracis-28395	201	30	.	.	PUNCT
bracis-28395	202	1	table	table	NOUN
bracis-28395	202	2	7	7	NUM
bracis-28395	202	3	.	.	PUNCT
bracis-28395	202	4	comparison	comparison	NOUN
bracis-28395	202	5	of	of	ADP
bracis-28395	202	6	the	the	DET
bracis-28395	202	7	accuracy	accuracy	NOUN
bracis-28395	202	8	of	of	ADP
bracis-28395	202	9	the	the	DET
bracis-28395	202	10	base	base	NOUN
bracis-28395	202	11	models	model	NOUN
bracis-28395	202	12	with	with	ADP
bracis-28395	202	13	the	the	DET
bracis-28395	202	14	cropped	crop	VERB
bracis-28395	202	15	bases	basis	NOUN
bracis-28395	202	16	applied	apply	VERB
bracis-28395	202	17	to	to	ADP
bracis-28395	202	18	the	the	DET
bracis-28395	202	19	test	test	NOUN
bracis-28395	202	20	set.full	set.full	NOUN
bracis-28395	202	21	size	size	NOUN
bracis-28395	202	22	table	table	NOUN
bracis-28395	202	23	4.2	4.2	NUM
bracis-28395	202	24	rq2	rq2	NOUN
bracis-28395	202	25	:	:	PUNCT
bracis-28395	202	26	can	can	AUX
bracis-28395	202	27	the	the	DET
bracis-28395	202	28	 	 	SPACE
bracis-28395	202	29	combination	combination	NOUN
bracis-28395	202	30	of	of	ADP
bracis-28395	202	31	 	 	SPACE
bracis-28395	202	32	techniques	technique	NOUN
bracis-28395	202	33	improve	improve	VERB
bracis-28395	202	34	the	the	DET
bracis-28395	202	35	 	 	SPACE
bracis-28395	202	36	current	current	ADJ
bracis-28395	202	37	state	state	NOUN
bracis-28395	202	38	-	-	PUNCT
bracis-28395	202	39	of	of	ADP
bracis-28395	202	40	-	-	PUNCT
bracis-28395	202	41	the	the	DET
bracis-28395	202	42	-	-	PUNCT
bracis-28395	202	43	art	art	NOUN
bracis-28395	202	44	?	?	PUNCT
bracis-28395	203	1	the	the	DET
bracis-28395	203	2	final	final	ADJ
bracis-28395	203	3	test	test	NOUN
bracis-28395	203	4	setup	setup	NOUN
bracis-28395	203	5	focuses	focus	VERB
bracis-28395	203	6	on	on	ADP
bracis-28395	203	7	the	the	DET
bracis-28395	203	8	ensemble	ensemble	NOUN
bracis-28395	203	9	of	of	ADP
bracis-28395	203	10	the	the	DET
bracis-28395	203	11	proposed	propose	VERB
bracis-28395	203	12	models	model	NOUN
bracis-28395	203	13	and	and	CCONJ
bracis-28395	203	14	the	the	DET
bracis-28395	203	15	cropped	cropped	ADJ
bracis-28395	203	16	bases	basis	NOUN
bracis-28395	203	17	.	.	PUNCT
bracis-28395	204	1	table	table	NOUN
bracis-28395	204	2	 	 	SPACE
bracis-28395	204	3	8	8	NUM
bracis-28395	204	4	displays	display	VERB
bracis-28395	204	5	the	the	DET
bracis-28395	204	6	accuracies	accuracy	NOUN
bracis-28395	204	7	of	of	ADP
bracis-28395	204	8	the	the	DET
bracis-28395	204	9	ensemble	ensemble	ADJ
bracis-28395	204	10	models	model	NOUN
bracis-28395	204	11	in	in	ADP
bracis-28395	204	12	the	the	DET
bracis-28395	204	13	‘	'	PUNCT
bracis-28395	204	14	model	model	NOUN
bracis-28395	204	15	’	'	PUNCT
bracis-28395	204	16	column	column	NOUN
bracis-28395	204	17	with	with	ADP
bracis-28395	204	18	mb400	mb400	NOUN
bracis-28395	204	19	,	,	PUNCT
bracis-28395	204	20	mb500	mb500	NOUN
bracis-28395	204	21	,	,	PUNCT
bracis-28395	204	22	mb600	mb600	PROPN
bracis-28395	204	23	,	,	PUNCT
bracis-28395	204	24	and	and	CCONJ
bracis-28395	204	25	their	their	PRON
bracis-28395	204	26	combinations	combination	NOUN
bracis-28395	204	27	.	.	PUNCT
bracis-28395	205	1	it	it	PRON
bracis-28395	205	2	can	can	AUX
bracis-28395	205	3	be	be	AUX
bracis-28395	205	4	observed	observe	VERB
bracis-28395	205	5	that	that	SCONJ
bracis-28395	205	6	the	the	DET
bracis-28395	205	7	ensembles	ensemble	NOUN
bracis-28395	205	8	improved	improve	VERB
bracis-28395	205	9	the	the	DET
bracis-28395	205	10	accuracy	accuracy	NOUN
bracis-28395	205	11	of	of	ADP
bracis-28395	205	12	all	all	DET
bracis-28395	205	13	cropped	cropped	ADJ
bracis-28395	205	14	bases	basis	NOUN
bracis-28395	205	15	.	.	PUNCT
bracis-28395	206	1	the	the	DET
bracis-28395	206	2	integration	integration	NOUN
bracis-28395	206	3	with	with	ADP
bracis-28395	206	4	mb400	mb400	NOUN
bracis-28395	206	5	showed	show	VERB
bracis-28395	206	6	greater	great	ADJ
bracis-28395	206	7	gains	gain	NOUN
bracis-28395	206	8	in	in	ADP
bracis-28395	206	9	the	the	DET
bracis-28395	206	10	convolutional	convolutional	ADJ
bracis-28395	206	11	networks	network	NOUN
bracis-28395	206	12	with	with	ADP
bracis-28395	206	13	dropout	dropout	NOUN
bracis-28395	206	14	rates	rate	NOUN
bracis-28395	206	15	of	of	ADP
bracis-28395	206	16	0.2	0.2	NUM
bracis-28395	206	17	and	and	CCONJ
bracis-28395	206	18	0.5	0.5	NUM
bracis-28395	206	19	.	.	PUNCT
bracis-28395	207	1	the	the	DET
bracis-28395	207	2	network	network	NOUN
bracis-28395	207	3	achieving	achieve	VERB
bracis-28395	207	4	the	the	DET
bracis-28395	207	5	highest	high	ADJ
bracis-28395	207	6	success	success	NOUN
bracis-28395	207	7	rate	rate	NOUN
bracis-28395	207	8	was	be	AUX
bracis-28395	207	9	efficientnetb3	efficientnetb3	ADJ
bracis-28395	207	10	,	,	PUNCT
bracis-28395	207	11	with	with	ADP
bracis-28395	207	12	a	a	DET
bracis-28395	207	13	dropout	dropout	NOUN
bracis-28395	207	14	rate	rate	NOUN
bracis-28395	207	15	of	of	ADP
bracis-28395	207	16	0.5	0.5	NUM
bracis-28395	207	17	,	,	PUNCT
bracis-28395	207	18	increasing	increase	VERB
bracis-28395	207	19	from	from	ADP
bracis-28395	207	20	77.16	77.16	NUM
bracis-28395	207	21	%	%	NOUN
bracis-28395	207	22	to	to	ADP
bracis-28395	207	23	81.90	81.90	NUM
bracis-28395	207	24	%	%	NOUN
bracis-28395	207	25	accuracy	accuracy	NOUN
bracis-28395	207	26	when	when	SCONJ
bracis-28395	207	27	its	its	PRON
bracis-28395	207	28	predictions	prediction	NOUN
bracis-28395	207	29	were	be	AUX
bracis-28395	207	30	combined	combine	VERB
bracis-28395	207	31	with	with	ADP
bracis-28395	207	32	the	the	DET
bracis-28395	207	33	outputs	output	NOUN
bracis-28395	207	34	of	of	ADP
bracis-28395	207	35	the	the	DET
bracis-28395	207	36	mb400	mb400	NOUN
bracis-28395	207	37	and	and	CCONJ
bracis-28395	207	38	mb500	mb500	NOUN
bracis-28395	207	39	models	model	NOUN
bracis-28395	207	40	simultaneously	simultaneously	ADV
bracis-28395	207	41	.	.	PUNCT
bracis-28395	208	1	it	it	PRON
bracis-28395	208	2	is	be	AUX
bracis-28395	208	3	also	also	ADV
bracis-28395	208	4	noted	note	VERB
bracis-28395	208	5	that	that	SCONJ
bracis-28395	208	6	the	the	DET
bracis-28395	208	7	union	union	NOUN
bracis-28395	208	8	of	of	ADP
bracis-28395	208	9	base	base	NOUN
bracis-28395	208	10	models	model	NOUN
bracis-28395	208	11	can	can	AUX
bracis-28395	208	12	enhance	enhance	VERB
bracis-28395	208	13	performance	performance	NOUN
bracis-28395	208	14	,	,	PUNCT
bracis-28395	208	15	as	as	SCONJ
bracis-28395	208	16	is	be	AUX
bracis-28395	208	17	the	the	DET
bracis-28395	208	18	case	case	NOUN
bracis-28395	208	19	with	with	ADP
bracis-28395	208	20	mb400	mb400	NOUN
bracis-28395	208	21	and	and	CCONJ
bracis-28395	208	22	mb600	mb600	PROPN
bracis-28395	208	23	,	,	PUNCT
bracis-28395	208	24	which	which	PRON
bracis-28395	208	25	produced	produce	VERB
bracis-28395	208	26	a	a	DET
bracis-28395	208	27	68.10	68.10	NUM
bracis-28395	208	28	%	%	NOUN
bracis-28395	208	29	accuracy	accuracy	NOUN
bracis-28395	208	30	together	together	ADV
bracis-28395	208	31	.	.	PUNCT
bracis-28395	209	1	table	table	NOUN
bracis-28395	209	2	8	8	NUM
bracis-28395	209	3	.	.	PUNCT
bracis-28395	210	1	accuracy	accuracy	NOUN
bracis-28395	210	2	of	of	ADP
bracis-28395	210	3	an	an	DET
bracis-28395	210	4	ensemble	ensemble	NOUN
bracis-28395	210	5	of	of	ADP
bracis-28395	210	6	the	the	DET
bracis-28395	210	7	proposed	propose	VERB
bracis-28395	210	8	method	method	NOUN
bracis-28395	210	9	and	and	CCONJ
bracis-28395	210	10	the	the	DET
bracis-28395	210	11	cropped	cropped	ADJ
bracis-28395	210	12	base	base	NOUN
bracis-28395	210	13	models.full	models.full	NOUN
bracis-28395	210	14	size	size	NOUN
bracis-28395	210	15	table	table	NOUN
bracis-28395	210	16	figure	figure	NOUN
bracis-28395	210	17	 	 	SPACE
bracis-28395	210	18	5	5	NUM
bracis-28395	210	19	presents	present	VERB
bracis-28395	210	20	the	the	DET
bracis-28395	210	21	confusion	confusion	NOUN
bracis-28395	210	22	matrix	matrix	NOUN
bracis-28395	210	23	of	of	ADP
bracis-28395	210	24	the	the	DET
bracis-28395	210	25	ensemble	ensemble	NOUN
bracis-28395	210	26	of	of	ADP
bracis-28395	210	27	models	model	NOUN
bracis-28395	210	28	mb400	mb400	NOUN
bracis-28395	210	29	,	,	PUNCT
bracis-28395	210	30	mb500	mb500	NOUN
bracis-28395	210	31	,	,	PUNCT
bracis-28395	210	32	and	and	CCONJ
bracis-28395	210	33	efficientnetb3	efficientnetb3	X
bracis-28395	210	34	(	(	PUNCT
bracis-28395	210	35	dropout	dropout	NOUN
bracis-28395	210	36	rate	rate	NOUN
bracis-28395	210	37	of	of	ADP
bracis-28395	210	38	0.5	0.5	NUM
bracis-28395	210	39	)	)	PUNCT
bracis-28395	210	40	.	.	PUNCT
bracis-28395	211	1	a	a	DET
bracis-28395	211	2	significant	significant	ADJ
bracis-28395	211	3	improvement	improvement	NOUN
bracis-28395	211	4	in	in	ADP
bracis-28395	211	5	many	many	ADJ
bracis-28395	211	6	varieties	variety	NOUN
bracis-28395	211	7	is	be	AUX
bracis-28395	211	8	observed	observe	VERB
bracis-28395	211	9	.	.	PUNCT
bracis-28395	212	1	cascade	cascade	NOUN
bracis-28395	212	2	achieved	achieve	VERB
bracis-28395	212	3	100	100	NUM
bracis-28395	212	4	%	%	NOUN
bracis-28395	212	5	accuracy	accuracy	NOUN
bracis-28395	212	6	,	,	PUNCT
bracis-28395	212	7	and	and	CCONJ
bracis-28395	212	8	five	five	NUM
bracis-28395	212	9	other	other	ADJ
bracis-28395	212	10	varieties	variety	NOUN
bracis-28395	212	11	had	have	VERB
bracis-28395	212	12	an	an	DET
bracis-28395	212	13	accuracy	accuracy	NOUN
bracis-28395	212	14	of	of	ADP
bracis-28395	212	15	at	at	ADV
bracis-28395	212	16	least	least	ADJ
bracis-28395	212	17	85	85	NUM
bracis-28395	212	18	%	%	NOUN
bracis-28395	212	19	.	.	PUNCT
bracis-28395	213	1	despite	despite	SCONJ
bracis-28395	213	2	some	some	DET
bracis-28395	213	3	improvement	improvement	NOUN
bracis-28395	213	4	,	,	PUNCT
bracis-28395	213	5	nugget	nugget	NOUN
bracis-28395	213	6	had	have	VERB
bracis-28395	213	7	the	the	DET
bracis-28395	213	8	lowest	low	ADJ
bracis-28395	213	9	performance	performance	NOUN
bracis-28395	213	10	,	,	PUNCT
bracis-28395	213	11	while	while	SCONJ
bracis-28395	213	12	cluster	cluster	NOUN
bracis-28395	213	13	remained	remain	VERB
bracis-28395	213	14	among	among	ADP
bracis-28395	213	15	the	the	DET
bracis-28395	213	16	worst	bad	ADJ
bracis-28395	213	17	.	.	PUNCT
bracis-28395	214	1	fig	fig	NOUN
bracis-28395	214	2	.	.	PUNCT
bracis-28395	215	1	5	5	NUM
bracis-28395	215	2	.	.	X
bracis-28395	215	3	confusion	confusion	NOUN
bracis-28395	215	4	matrix	matrix	NOUN
bracis-28395	215	5	of	of	ADP
bracis-28395	215	6	ensemble	ensemble	ADJ
bracis-28395	215	7	of	of	ADP
bracis-28395	215	8	models	model	NOUN
bracis-28395	215	9	mb400	mb400	NOUN
bracis-28395	215	10	,	,	PUNCT
bracis-28395	215	11	mb500	mb500	NOUN
bracis-28395	215	12	and	and	CCONJ
bracis-28395	215	13	efficientnetb3	efficientnetb3	NOUN
bracis-28395	215	14	(	(	PUNCT
bracis-28395	215	15	dropout	dropout	NOUN
bracis-28395	215	16	of	of	ADP
bracis-28395	215	17	0.5	0.5	NUM
bracis-28395	215	18	)	)	PUNCT
bracis-28395	215	19	.	.	PUNCT
bracis-28395	216	1	full	full	ADJ
bracis-28395	216	2	size	size	NOUN
bracis-28395	216	3	image	image	NOUN
bracis-28395	216	4	4.3	4.3	NUM
bracis-28395	216	5	interpretability	interpretability	NOUN
bracis-28395	216	6	this	this	DET
bracis-28395	216	7	study	study	NOUN
bracis-28395	216	8	used	use	VERB
bracis-28395	216	9	variable	variable	ADJ
bracis-28395	216	10	permutation	permutation	NOUN
bracis-28395	216	11	to	to	PART
bracis-28395	216	12	evaluate	evaluate	VERB
bracis-28395	216	13	the	the	DET
bracis-28395	216	14	importance	importance	NOUN
bracis-28395	216	15	of	of	ADP
bracis-28395	216	16	glcm	glcm	PROPN
bracis-28395	216	17	,	,	PUNCT
bracis-28395	216	18	lbp	lbp	PROPN
bracis-28395	216	19	,	,	PUNCT
bracis-28395	216	20	kase	kase	PROPN
bracis-28395	216	21	,	,	PUNCT
bracis-28395	216	22	and	and	CCONJ
bracis-28395	216	23	daisy	daisy	NOUN
bracis-28395	216	24	features	feature	VERB
bracis-28395	216	25	for	for	ADP
bracis-28395	216	26	the	the	DET
bracis-28395	216	27	mb400	mb400	NOUN
bracis-28395	216	28	,	,	PUNCT
bracis-28395	216	29	mb500	mb500	NOUN
bracis-28395	216	30	,	,	PUNCT
bracis-28395	216	31	and	and	CCONJ
bracis-28395	216	32	mb600	mb600	ADJ
bracis-28395	216	33	models	model	NOUN
bracis-28395	216	34	.	.	PUNCT
bracis-28395	217	1	lbp	lbp	PROPN
bracis-28395	217	2	was	be	AUX
bracis-28395	217	3	the	the	DET
bracis-28395	217	4	most	most	ADV
bracis-28395	217	5	significant	significant	ADJ
bracis-28395	217	6	feature	feature	NOUN
bracis-28395	217	7	,	,	PUNCT
bracis-28395	217	8	contributing	contribute	VERB
bracis-28395	217	9	over	over	ADP
bracis-28395	217	10	50	50	NUM
bracis-28395	217	11	%	%	NOUN
bracis-28395	217	12	to	to	ADP
bracis-28395	217	13	the	the	DET
bracis-28395	217	14	final	final	ADJ
bracis-28395	217	15	prediction	prediction	NOUN
bracis-28395	217	16	(	(	PUNCT
bracis-28395	217	17	see	see	VERB
bracis-28395	217	18	fig	fig	NOUN
bracis-28395	217	19	.	.	PUNCT
bracis-28395	217	20	 	 	SPACE
bracis-28395	217	21	6	6	NUM
bracis-28395	217	22	)	)	PUNCT
bracis-28395	217	23	.	.	PUNCT
bracis-28395	218	1	glcm	glcm	PROPN
bracis-28395	218	2	also	also	ADV
bracis-28395	218	3	played	play	VERB
bracis-28395	218	4	a	a	DET
bracis-28395	218	5	substantial	substantial	ADJ
bracis-28395	218	6	role	role	NOUN
bracis-28395	218	7	,	,	PUNCT
bracis-28395	218	8	while	while	SCONJ
bracis-28395	218	9	mb500	mb500	NOUN
bracis-28395	218	10	relied	rely	VERB
bracis-28395	218	11	more	more	ADV
bracis-28395	218	12	on	on	ADP
bracis-28395	218	13	daisy	daisy	NOUN
bracis-28395	218	14	and	and	CCONJ
bracis-28395	218	15	mb600	mb600	PROPN
bracis-28395	218	16	on	on	ADP
bracis-28395	218	17	kase	kase	PROPN
bracis-28395	218	18	.	.	PUNCT
bracis-28395	219	1	mb400	mb400	NOUN
bracis-28395	219	2	had	have	VERB
bracis-28395	219	3	minimal	minimal	ADJ
bracis-28395	219	4	influence	influence	NOUN
bracis-28395	219	5	from	from	ADP
bracis-28395	219	6	kase	kase	PROPN
bracis-28395	219	7	and	and	CCONJ
bracis-28395	219	8	daisy	daisy	NOUN
bracis-28395	219	9	.	.	PUNCT
bracis-28395	220	1	analyzing	analyze	VERB
bracis-28395	220	2	the	the	DET
bracis-28395	220	3	feature	feature	NOUN
bracis-28395	220	4	importance	importance	NOUN
bracis-28395	220	5	by	by	ADP
bracis-28395	220	6	class	class	NOUN
bracis-28395	220	7	revealed	reveal	VERB
bracis-28395	220	8	potential	potential	ADJ
bracis-28395	220	9	bottlenecks	bottleneck	NOUN
bracis-28395	220	10	and	and	CCONJ
bracis-28395	220	11	opportunities	opportunity	NOUN
bracis-28395	220	12	for	for	ADP
bracis-28395	220	13	improving	improve	VERB
bracis-28395	220	14	the	the	DET
bracis-28395	220	15	models	model	NOUN
bracis-28395	220	16	,	,	PUNCT
bracis-28395	220	17	such	such	ADJ
bracis-28395	220	18	as	as	ADP
bracis-28395	220	19	removing	remove	VERB
bracis-28395	220	20	or	or	CCONJ
bracis-28395	220	21	replacing	replace	VERB
bracis-28395	220	22	kase	kase	PROPN
bracis-28395	220	23	attributes	attribute	NOUN
bracis-28395	220	24	for	for	ADP
bracis-28395	220	25	mb400	mb400	NOUN
bracis-28395	220	26	,	,	PUNCT
bracis-28395	220	27	increasing	increase	VERB
bracis-28395	220	28	lbp	lbp	NOUN
bracis-28395	220	29	configurations	configuration	NOUN
bracis-28395	220	30	for	for	ADP
bracis-28395	220	31	mb500	mb500	NOUN
bracis-28395	220	32	,	,	PUNCT
bracis-28395	220	33	and	and	CCONJ
bracis-28395	220	34	adjusting	adjust	VERB
bracis-28395	220	35	glcm	glcm	NOUN
bracis-28395	220	36	parameters	parameter	NOUN
bracis-28395	220	37	for	for	ADP
bracis-28395	220	38	mb600	mb600	PROPN
bracis-28395	220	39	.	.	PUNCT
bracis-28395	221	1	fig	fig	NOUN
bracis-28395	221	2	.	.	PUNCT
bracis-28395	222	1	6	6	NUM
bracis-28395	222	2	.	.	X
bracis-28395	222	3	importance	importance	NOUN
bracis-28395	222	4	of	of	ADP
bracis-28395	222	5	glcm	glcm	PROPN
bracis-28395	222	6	,	,	PUNCT
bracis-28395	222	7	lbp	lbp	PROPN
bracis-28395	222	8	,	,	PUNCT
bracis-28395	222	9	kase	kase	PROPN
bracis-28395	222	10	,	,	PUNCT
bracis-28395	222	11	and	and	CCONJ
bracis-28395	222	12	daisy	daisy	NOUN
bracis-28395	222	13	features	feature	VERB
bracis-28395	222	14	for	for	ADP
bracis-28395	222	15	each	each	DET
bracis-28395	222	16	base	base	NOUN
bracis-28395	222	17	model	model	NOUN
bracis-28395	222	18	:	:	PUNCT
bracis-28395	222	19	(	(	PUNCT
bracis-28395	222	20	a	a	X
bracis-28395	222	21	)	)	PUNCT
bracis-28395	222	22	mb400	mb400	NOUN
bracis-28395	222	23	;	;	PUNCT
bracis-28395	222	24	(	(	PUNCT
bracis-28395	222	25	b	b	X
bracis-28395	222	26	)	)	PUNCT
bracis-28395	222	27	mb500	mb500	NOUN
bracis-28395	222	28	;	;	PUNCT
bracis-28395	223	1	(	(	PUNCT
bracis-28395	223	2	c	c	X
bracis-28395	223	3	)	)	PUNCT
bracis-28395	223	4	mb600	mb600	PROPN
bracis-28395	223	5	.	.	PUNCT
bracis-28395	224	1	full	full	ADJ
bracis-28395	224	2	size	size	NOUN
bracis-28395	224	3	image	image	NOUN
bracis-28395	224	4	5	5	NUM
bracis-28395	224	5	conclusion	conclusion	NOUN
bracis-28395	224	6	in	in	ADP
bracis-28395	224	7	this	this	DET
bracis-28395	224	8	study	study	NOUN
bracis-28395	224	9	,	,	PUNCT
bracis-28395	224	10	we	we	PRON
bracis-28395	224	11	examine	examine	VERB
bracis-28395	224	12	the	the	DET
bracis-28395	224	13	problem	problem	NOUN
bracis-28395	224	14	of	of	ADP
bracis-28395	224	15	hop	hop	PROPN
bracis-28395	224	16	variety	variety	NOUN
bracis-28395	224	17	classification	classification	NOUN
bracis-28395	224	18	,	,	PUNCT
bracis-28395	224	19	comparing	compare	VERB
bracis-28395	224	20	traditional	traditional	ADJ
bracis-28395	224	21	feature	feature	NOUN
bracis-28395	224	22	extraction	extraction	NOUN
bracis-28395	224	23	methods	method	NOUN
bracis-28395	224	24	with	with	ADP
bracis-28395	224	25	deep	deep	ADJ
bracis-28395	224	26	learning	learning	NOUN
bracis-28395	224	27	approaches	approach	NOUN
bracis-28395	224	28	.	.	PUNCT
bracis-28395	225	1	we	we	PRON
bracis-28395	225	2	also	also	ADV
bracis-28395	225	3	introduce	introduce	VERB
bracis-28395	225	4	an	an	DET
bracis-28395	225	5	ensemble	ensemble	ADJ
bracis-28395	225	6	method	method	NOUN
bracis-28395	225	7	,	,	PUNCT
bracis-28395	225	8	achieving	achieve	VERB
bracis-28395	225	9	a	a	DET
bracis-28395	225	10	new	new	ADJ
bracis-28395	225	11	state	state	NOUN
bracis-28395	225	12	-	-	PUNCT
bracis-28395	225	13	of	of	ADP
bracis-28395	225	14	-	-	PUNCT
bracis-28395	225	15	the	the	DET
bracis-28395	225	16	-	-	PUNCT
bracis-28395	225	17	art	art	NOUN
bracis-28395	225	18	for	for	ADP
bracis-28395	225	19	the	the	DET
bracis-28395	225	20	ufop	ufop	ADJ
bracis-28395	225	21	-	-	PUNCT
bracis-28395	225	22	hvd	hvd	PROPN
bracis-28395	225	23	dataset	dataset	NOUN
bracis-28395	225	24	(	(	PUNCT
bracis-28395	225	25	improving	improve	VERB
bracis-28395	225	26	the	the	DET
bracis-28395	225	27	accuracy	accuracy	NOUN
bracis-28395	225	28	from	from	ADP
bracis-28395	225	29	77.16	77.16	NUM
bracis-28395	225	30	%	%	NOUN
bracis-28395	225	31	to	to	ADP
bracis-28395	225	32	81.90	81.90	NUM
bracis-28395	225	33	%	%	NOUN
bracis-28395	225	34	)	)	PUNCT
bracis-28395	225	35	.	.	PUNCT
bracis-28395	226	1	our	our	PRON
bracis-28395	226	2	findings	finding	NOUN
bracis-28395	226	3	indicate	indicate	VERB
bracis-28395	226	4	that	that	SCONJ
bracis-28395	226	5	it	it	PRON
bracis-28395	226	6	is	be	AUX
bracis-28395	226	7	possible	possible	ADJ
bracis-28395	226	8	to	to	PART
bracis-28395	226	9	develop	develop	VERB
bracis-28395	226	10	competitive	competitive	ADJ
bracis-28395	226	11	methods	method	NOUN
bracis-28395	226	12	for	for	ADP
bracis-28395	226	13	this	this	DET
bracis-28395	226	14	problem	problem	NOUN
bracis-28395	226	15	using	use	VERB
bracis-28395	226	16	traditional	traditional	ADJ
bracis-28395	226	17	techniques	technique	NOUN
bracis-28395	226	18	and	and	CCONJ
bracis-28395	226	19	handcrafted	handcrafted	ADJ
bracis-28395	226	20	features	feature	NOUN
bracis-28395	226	21	.	.	PUNCT
bracis-28395	227	1	the	the	DET
bracis-28395	227	2	three	three	NUM
bracis-28395	227	3	proposed	propose	VERB
bracis-28395	227	4	methods	method	NOUN
bracis-28395	227	5	have	have	VERB
bracis-28395	227	6	a	a	DET
bracis-28395	227	7	small	small	ADJ
bracis-28395	227	8	footprint	footprint	NOUN
bracis-28395	227	9	,	,	PUNCT
bracis-28395	227	10	making	make	VERB
bracis-28395	227	11	them	they	PRON
bracis-28395	227	12	suitable	suitable	ADJ
bracis-28395	227	13	for	for	ADP
bracis-28395	227	14	devices	device	NOUN
bracis-28395	227	15	with	with	ADP
bracis-28395	227	16	limited	limited	ADJ
bracis-28395	227	17	memory	memory	NOUN
bracis-28395	227	18	capacity	capacity	NOUN
bracis-28395	227	19	,	,	PUNCT
bracis-28395	227	20	such	such	ADJ
bracis-28395	227	21	as	as	ADP
bracis-28395	227	22	iot	iot	ADJ
bracis-28395	227	23	devices	device	NOUN
bracis-28395	227	24	for	for	ADP
bracis-28395	227	25	agriculture	agriculture	NOUN
bracis-28395	227	26	or	or	CCONJ
bracis-28395	227	27	even	even	ADV
bracis-28395	227	28	smartphones	smartphone	NOUN
bracis-28395	227	29	.	.	PUNCT
bracis-28395	228	1	this	this	DET
bracis-28395	228	2	characteristic	characteristic	NOUN
bracis-28395	228	3	could	could	AUX
bracis-28395	228	4	facilitate	facilitate	VERB
bracis-28395	228	5	their	their	PRON
bracis-28395	228	6	deployment	deployment	NOUN
bracis-28395	228	7	in	in	ADP
bracis-28395	228	8	the	the	DET
bracis-28395	228	9	field	field	NOUN
bracis-28395	228	10	.	.	PUNCT
bracis-28395	229	1	it	it	PRON
bracis-28395	229	2	is	be	AUX
bracis-28395	229	3	worth	worth	ADJ
bracis-28395	229	4	noting	note	VERB
bracis-28395	229	5	that	that	SCONJ
bracis-28395	229	6	the	the	DET
bracis-28395	229	7	images	image	NOUN
bracis-28395	229	8	in	in	ADP
bracis-28395	229	9	the	the	DET
bracis-28395	229	10	dataset	dataset	NOUN
bracis-28395	229	11	were	be	AUX
bracis-28395	229	12	captured	capture	VERB
bracis-28395	229	13	using	use	VERB
bracis-28395	229	14	three	three	NUM
bracis-28395	229	15	different	different	ADJ
bracis-28395	229	16	sensors	sensor	NOUN
bracis-28395	229	17	(	(	PUNCT
bracis-28395	229	18	3	3	NUM
bracis-28395	229	19	cell	cell	NOUN
bracis-28395	229	20	phones	phone	NOUN
bracis-28395	229	21	)	)	PUNCT
bracis-28395	229	22	in	in	ADP
bracis-28395	229	23	an	an	DET
bracis-28395	229	24	uncontrolled	uncontrolled	ADJ
bracis-28395	229	25	environment	environment	NOUN
bracis-28395	229	26	.	.	PUNCT
bracis-28395	230	1	moreover	moreover	ADV
bracis-28395	230	2	,	,	PUNCT
bracis-28395	230	3	the	the	DET
bracis-28395	230	4	data	datum	NOUN
bracis-28395	230	5	comprises	comprise	VERB
bracis-28395	230	6	numerous	numerous	ADJ
bracis-28395	230	7	classes	class	NOUN
bracis-28395	230	8	,	,	PUNCT
bracis-28395	230	9	and	and	CCONJ
bracis-28395	230	10	the	the	DET
bracis-28395	230	11	leaf	leaf	NOUN
bracis-28395	230	12	images	image	NOUN
bracis-28395	230	13	exhibit	exhibit	VERB
bracis-28395	230	14	highly	highly	ADV
bracis-28395	230	15	similar	similar	ADJ
bracis-28395	230	16	morphological	morphological	ADJ
bracis-28395	230	17	features	feature	NOUN
bracis-28395	230	18	,	,	PUNCT
bracis-28395	230	19	which	which	PRON
bracis-28395	230	20	renders	render	VERB
bracis-28395	230	21	classification	classification	NOUN
bracis-28395	230	22	more	more	ADV
bracis-28395	230	23	challenging	challenging	ADJ
bracis-28395	230	24	.	.	PUNCT
bracis-28395	231	1	despite	despite	SCONJ
bracis-28395	231	2	these	these	DET
bracis-28395	231	3	factors	factor	NOUN
bracis-28395	231	4	,	,	PUNCT
bracis-28395	231	5	the	the	DET
bracis-28395	231	6	results	result	NOUN
bracis-28395	231	7	presented	present	VERB
bracis-28395	231	8	here	here	ADV
bracis-28395	231	9	demonstrate	demonstrate	VERB
bracis-28395	231	10	robustness	robustness	NOUN
bracis-28395	231	11	.	.	PUNCT
bracis-28395	232	1	among	among	ADP
bracis-28395	232	2	the	the	DET
bracis-28395	232	3	limitations	limitation	NOUN
bracis-28395	232	4	of	of	ADP
bracis-28395	232	5	this	this	DET
bracis-28395	232	6	study	study	NOUN
bracis-28395	232	7	,	,	PUNCT
bracis-28395	232	8	one	one	NUM
bracis-28395	232	9	is	be	AUX
bracis-28395	232	10	the	the	DET
bracis-28395	232	11	manual	manual	ADJ
bracis-28395	232	12	annotation	annotation	NOUN
bracis-28395	232	13	of	of	ADP
bracis-28395	232	14	the	the	DET
bracis-28395	232	15	bounding	bounding	NOUN
bracis-28395	232	16	boxes	box	NOUN
bracis-28395	232	17	.	.	PUNCT
bracis-28395	233	1	it	it	PRON
bracis-28395	233	2	would	would	AUX
bracis-28395	233	3	be	be	AUX
bracis-28395	233	4	worthwhile	worthwhile	ADJ
bracis-28395	233	5	to	to	PART
bracis-28395	233	6	explore	explore	VERB
bracis-28395	233	7	techniques	technique	NOUN
bracis-28395	233	8	for	for	ADP
bracis-28395	233	9	automatic	automatic	ADJ
bracis-28395	233	10	object	object	NOUN
bracis-28395	233	11	detection	detection	NOUN
bracis-28395	233	12	.	.	PUNCT
bracis-28395	234	1	in	in	ADP
bracis-28395	234	2	addition	addition	NOUN
bracis-28395	234	3	,	,	PUNCT
bracis-28395	234	4	potential	potential	ADJ
bracis-28395	234	5	areas	area	NOUN
bracis-28395	234	6	for	for	ADP
bracis-28395	234	7	model	model	NOUN
bracis-28395	234	8	improvement	improvement	NOUN
bracis-28395	234	9	were	be	AUX
bracis-28395	234	10	presented	present	VERB
bracis-28395	234	11	through	through	ADP
bracis-28395	234	12	attribute	attribute	NOUN
bracis-28395	234	13	permutation	permutation	NOUN
bracis-28395	234	14	and	and	CCONJ
bracis-28395	234	15	the	the	DET
bracis-28395	234	16	calculation	calculation	NOUN
bracis-28395	234	17	of	of	ADP
bracis-28395	234	18	the	the	DET
bracis-28395	234	19	importance	importance	NOUN
bracis-28395	234	20	of	of	ADP
bracis-28395	234	21	each	each	DET
bracis-28395	234	22	attribute	attribute	NOUN
bracis-28395	234	23	.	.	PUNCT
bracis-28395	235	1	consequently	consequently	ADV
bracis-28395	235	2	,	,	PUNCT
bracis-28395	235	3	it	it	PRON
bracis-28395	235	4	is	be	AUX
bracis-28395	235	5	expected	expect	VERB
bracis-28395	235	6	that	that	SCONJ
bracis-28395	235	7	future	future	ADJ
bracis-28395	235	8	work	work	NOUN
bracis-28395	235	9	will	will	AUX
bracis-28395	235	10	yield	yield	VERB
bracis-28395	235	11	even	even	ADV
bracis-28395	235	12	better	well	ADJ
bracis-28395	235	13	results	result	NOUN
bracis-28395	235	14	by	by	ADP
bracis-28395	235	15	fine	fine	ADV
bracis-28395	235	16	-	-	PUNCT
bracis-28395	235	17	tuning	tune	VERB
bracis-28395	235	18	each	each	DET
bracis-28395	235	19	feature	feature	NOUN
bracis-28395	235	20	extraction	extraction	NOUN
bracis-28395	235	21	technique	technique	NOUN
bracis-28395	235	22	.	.	PUNCT
bracis-28395	236	1	notes	note	VERB
bracis-28395	236	2	1.available	1.available	NUM
bracis-28395	236	3	at	at	ADP
bracis-28395	236	4	https://doi.org/10.6084/m9.figshare.14933178	https://doi.org/10.6084/m9.figshare.14933178	PROPN
bracis-28395	236	5	.	.	PUNCT
bracis-28395	237	1	references	reference	NOUN
bracis-28395	237	2	afifi	afifi	PROPN
bracis-28395	237	3	,	,	PUNCT
bracis-28395	237	4	s.m	s.m	PROPN
bracis-28395	237	5	.	.	PROPN
bracis-28395	237	6	,	,	PUNCT
bracis-28395	237	7	el	el	PROPN
bracis-28395	237	8	-	-	PUNCT
bracis-28395	237	9	mahis	mahis	PROPN
bracis-28395	237	10	,	,	PUNCT
bracis-28395	237	11	a.	a.	NOUN
bracis-28395	237	12	,	,	PUNCT
bracis-28395	237	13	heiss	heiss	PROPN
bracis-28395	237	14	,	,	PUNCT
bracis-28395	237	15	a.g	a.g	PROPN
bracis-28395	237	16	.	.	PROPN
bracis-28395	237	17	,	,	PUNCT
bracis-28395	237	18	farag	farag	PROPN
bracis-28395	237	19	,	,	PUNCT
bracis-28395	237	20	m.a	m.a	PROPN
bracis-28395	237	21	.	.	PROPN
bracis-28395	237	22	:	:	PUNCT
bracis-28395	237	23	gas	gas	NOUN
bracis-28395	237	24	chromatography	chromatography	NOUN
bracis-28395	237	25	-	-	PUNCT
bracis-28395	237	26	mass	mass	NOUN
bracis-28395	237	27	spectrometry	spectrometry	NOUN
bracis-28395	237	28	-	-	PUNCT
bracis-28395	237	29	based	base	VERB
bracis-28395	237	30	classification	classification	NOUN
bracis-28395	237	31	of	of	ADP
bracis-28395	237	32	12	12	NUM
bracis-28395	237	33	fennel	fennel	NOUN
bracis-28395	237	34	(	(	PUNCT
bracis-28395	237	35	foeniculum	foeniculum	PROPN
bracis-28395	237	36	vulgare	vulgare	PROPN
bracis-28395	237	37	miller	miller	PROPN
bracis-28395	237	38	)	)	PUNCT
bracis-28395	237	39	varieties	variety	NOUN
bracis-28395	237	40	based	base	VERB
bracis-28395	237	41	on	on	ADP
bracis-28395	237	42	their	their	PRON
bracis-28395	237	43	aroma	aroma	NOUN
bracis-28395	237	44	profiles	profile	NOUN
bracis-28395	237	45	and	and	CCONJ
bracis-28395	237	46	estragole	estragole	NOUN
bracis-28395	237	47	levels	level	NOUN
bracis-28395	237	48	as	as	SCONJ
bracis-28395	237	49	analyzed	analyze	VERB
bracis-28395	237	50	using	use	VERB
bracis-28395	237	51	chemometric	chemometric	ADJ
bracis-28395	237	52	tools	tool	NOUN
bracis-28395	237	53	.	.	PUNCT
bracis-28395	238	1	acs	acs	PROPN
bracis-28395	238	2	omega	omega	NOUN
bracis-28395	238	3	6(8	6(8	NUM
bracis-28395	238	4	)	)	PUNCT
bracis-28395	238	5	,	,	PUNCT
bracis-28395	238	6	5775–5785	5775–5785	NUM
bracis-28395	238	7	(	(	PUNCT
bracis-28395	238	8	2021	2021	NUM
bracis-28395	238	9	)	)	PUNCT
bracis-28395	238	10	article	article	NOUN
bracis-28395	238	11	  	  	SPACE
bracis-28395	238	12	google	google	PROPN
bracis-28395	238	13	scholar	scholar	NOUN
bracis-28395	238	14	  	  	SPACE
bracis-28395	238	15	alcantarilla	alcantarilla	NOUN
bracis-28395	238	16	,	,	PUNCT
bracis-28395	238	17	p.f	p.f	PROPN
bracis-28395	238	18	.	.	PROPN
bracis-28395	238	19	,	,	PUNCT
bracis-28395	238	20	bartoli	bartoli	PROPN
bracis-28395	238	21	,	,	PUNCT
bracis-28395	238	22	a.	a.	PROPN
bracis-28395	238	23	,	,	PUNCT
bracis-28395	238	24	davison	davison	PROPN
bracis-28395	238	25	,	,	PUNCT
bracis-28395	238	26	a.j	a.j	PROPN
bracis-28395	238	27	.	.	PROPN
bracis-28395	238	28	:	:	PUNCT
bracis-28395	239	1	kaze	kaze	NOUN
bracis-28395	239	2	features	feature	VERB
bracis-28395	239	3	.	.	PUNCT
bracis-28395	240	1	in	in	ADP
bracis-28395	240	2	:	:	PUNCT
bracis-28395	240	3	fitzgibbon	fitzgibbon	NOUN
bracis-28395	240	4	,	,	PUNCT
bracis-28395	240	5	a.	a.	NOUN
bracis-28395	240	6	,	,	PUNCT
bracis-28395	240	7	lazebnik	lazebnik	PROPN
bracis-28395	240	8	,	,	PUNCT
bracis-28395	240	9	s.	s.	PROPN
bracis-28395	240	10	,	,	PUNCT
bracis-28395	240	11	perona	perona	PROPN
bracis-28395	240	12	,	,	PUNCT
bracis-28395	240	13	p.	p.	NOUN
bracis-28395	240	14	,	,	PUNCT
bracis-28395	240	15	sato	sato	PROPN
bracis-28395	240	16	,	,	PUNCT
bracis-28395	240	17	y.	y.	PROPN
bracis-28395	240	18	,	,	PUNCT
bracis-28395	240	19	schmid	schmid	PROPN
bracis-28395	240	20	,	,	PUNCT
bracis-28395	240	21	c.	c.	PROPN
bracis-28395	240	22	(	(	PUNCT
bracis-28395	240	23	eds	eds	PROPN
bracis-28395	240	24	.	.	PUNCT
bracis-28395	240	25	)	)	PUNCT
bracis-28395	240	26	eccv	eccv	ADV
bracis-28395	240	27	2012	2012	NUM
bracis-28395	240	28	.	.	PUNCT
bracis-28395	241	1	lncs	lncs	PROPN
bracis-28395	241	2	,	,	PUNCT
bracis-28395	241	3	vol	vol	NOUN
bracis-28395	241	4	.	.	PUNCT
bracis-28395	241	5	7577	7577	NUM
bracis-28395	241	6	,	,	PUNCT
bracis-28395	241	7	pp	pp	ADJ
bracis-28395	241	8	.	.	PUNCT
bracis-28395	242	1	214–227	214–227	NUM
bracis-28395	242	2	.	.	X
bracis-28395	242	3	springer	springer	NOUN
bracis-28395	242	4	,	,	PUNCT
bracis-28395	242	5	heidelberg	heidelberg	PROPN
bracis-28395	242	6	(	(	PUNCT
bracis-28395	242	7	2012	2012	NUM
bracis-28395	242	8	)	)	PUNCT
bracis-28395	242	9	.	.	PUNCT
bracis-28395	243	1	https://doi.org/10.1007/978-3-642-33783-3_16	https://doi.org/10.1007/978-3-642-33783-3_16	PROPN
bracis-28395	243	2	chapter	chapter	NOUN
bracis-28395	243	3	  	  	SPACE
bracis-28395	243	4	google	google	PROPN
bracis-28395	243	5	scholar	scholar	NOUN
bracis-28395	243	6	  	  	SPACE
bracis-28395	243	7	astray	astray	NOUN
bracis-28395	243	8	,	,	PUNCT
bracis-28395	243	9	g.	g.	PROPN
bracis-28395	243	10	,	,	PUNCT
bracis-28395	243	11	gullón	gullón	NOUN
bracis-28395	243	12	,	,	PUNCT
bracis-28395	243	13	p.	p.	NOUN
bracis-28395	243	14	,	,	PUNCT
bracis-28395	243	15	gullón	gullón	PROPN
bracis-28395	243	16	,	,	PUNCT
bracis-28395	243	17	b.	b.	PROPN
bracis-28395	243	18	,	,	PUNCT
bracis-28395	243	19	munekata	munekata	PROPN
bracis-28395	243	20	,	,	PUNCT
bracis-28395	243	21	p.e	p.e	PROPN
bracis-28395	243	22	.	.	PROPN
bracis-28395	243	23	,	,	PUNCT
bracis-28395	243	24	lorenzo	lorenzo	PROPN
bracis-28395	243	25	,	,	PUNCT
bracis-28395	243	26	j.m	j.m	PROPN
bracis-28395	243	27	.	.	PROPN
bracis-28395	243	28	:	:	PUNCT
bracis-28395	244	1	humulus	humulus	PROPN
bracis-28395	244	2	lupulus	lupulus	PROPN
bracis-28395	244	3	l.	l.	PROPN
bracis-28395	244	4	as	as	ADP
bracis-28395	244	5	a	a	DET
bracis-28395	244	6	natural	natural	ADJ
bracis-28395	244	7	source	source	NOUN
bracis-28395	244	8	of	of	ADP
bracis-28395	244	9	functional	functional	ADJ
bracis-28395	244	10	biomolecules	biomolecule	NOUN
bracis-28395	244	11	.	.	PUNCT
bracis-28395	245	1	appl	appl	PROPN
bracis-28395	245	2	.	.	PUNCT
bracis-28395	246	1	sci	sci	PROPN
bracis-28395	246	2	.	.	PUNCT
bracis-28395	247	1	10(15	10(15	NUM
bracis-28395	247	2	)	)	PUNCT
bracis-28395	247	3	,	,	PUNCT
bracis-28395	247	4	5074	5074	NUM
bracis-28395	247	5	(	(	PUNCT
bracis-28395	247	6	2020	2020	NUM
bracis-28395	247	7	)	)	PUNCT
bracis-28395	247	8	google	google	PROPN
bracis-28395	247	9	scholar	scholar	NOUN
bracis-28395	247	10	  	  	SPACE
bracis-28395	247	11	azlah	azlah	NOUN
bracis-28395	247	12	,	,	PUNCT
bracis-28395	247	13	m.a.f	m.a.f	NOUN
bracis-28395	247	14	.	.	PROPN
bracis-28395	247	15	,	,	PUNCT
bracis-28395	247	16	chua	chua	PROPN
bracis-28395	247	17	,	,	PUNCT
bracis-28395	247	18	l.s	l.s	PROPN
bracis-28395	247	19	.	.	PROPN
bracis-28395	247	20	,	,	PUNCT
bracis-28395	247	21	rahmad	rahmad	NOUN
bracis-28395	247	22	,	,	PUNCT
bracis-28395	247	23	f.r	f.r	PROPN
bracis-28395	247	24	.	.	PROPN
bracis-28395	247	25	,	,	PUNCT
bracis-28395	247	26	abdullah	abdullah	PROPN
bracis-28395	247	27	,	,	PUNCT
bracis-28395	247	28	f.i	f.i	PROPN
bracis-28395	247	29	.	.	PROPN
bracis-28395	247	30	,	,	PUNCT
bracis-28395	247	31	wan	wan	PROPN
bracis-28395	247	32	alwi	alwi	PROPN
bracis-28395	247	33	,	,	PUNCT
bracis-28395	247	34	s.r	s.r	PROPN
bracis-28395	247	35	.	.	PROPN
bracis-28395	247	36	:	:	PUNCT
bracis-28395	248	1	review	review	NOUN
bracis-28395	248	2	on	on	ADP
bracis-28395	248	3	techniques	technique	NOUN
bracis-28395	248	4	for	for	ADP
bracis-28395	248	5	plant	plant	NOUN
bracis-28395	248	6	leaf	leaf	NOUN
bracis-28395	248	7	classification	classification	NOUN
bracis-28395	248	8	and	and	CCONJ
bracis-28395	248	9	recognition	recognition	NOUN
bracis-28395	248	10	.	.	PUNCT
bracis-28395	249	1	computers	computer	NOUN
bracis-28395	249	2	8(4	8(4	NOUN
bracis-28395	249	3	)	)	PUNCT
bracis-28395	249	4	,	,	PUNCT
bracis-28395	249	5	77	77	NUM
bracis-28395	249	6	(	(	PUNCT
bracis-28395	249	7	2019	2019	NUM
bracis-28395	249	8	)	)	PUNCT
bracis-28395	249	9	google	google	PROPN
bracis-28395	249	10	scholar	scholar	NOUN
bracis-28395	249	11	  	  	SPACE
bracis-28395	249	12	bhattarai	bhattarai	NOUN
bracis-28395	249	13	,	,	PUNCT
bracis-28395	249	14	u.	u.	PROPN
bracis-28395	249	15	,	,	PUNCT
bracis-28395	249	16	karkee	karkee	ADJ
bracis-28395	249	17	,	,	PUNCT
bracis-28395	249	18	m.	m.	NOUN
bracis-28395	249	19	:	:	PUNCT
bracis-28395	249	20	a	a	DET
bracis-28395	249	21	weakly	weakly	ADV
bracis-28395	249	22	-	-	PUNCT
bracis-28395	249	23	supervised	supervised	ADJ
bracis-28395	249	24	approach	approach	NOUN
bracis-28395	249	25	for	for	ADP
bracis-28395	249	26	flower	flower	NOUN
bracis-28395	249	27	/	/	SYM
bracis-28395	249	28	fruit	fruit	NOUN
bracis-28395	249	29	counting	counting	NOUN
bracis-28395	249	30	in	in	ADP
bracis-28395	249	31	apple	apple	NOUN
bracis-28395	249	32	orchards	orchard	NOUN
bracis-28395	249	33	.	.	PUNCT
bracis-28395	250	1	comput	comput	NOUN
bracis-28395	250	2	.	.	PUNCT
bracis-28395	251	1	ind	ind	PROPN
bracis-28395	251	2	.	.	PUNCT
bracis-28395	252	1	138	138	NUM
bracis-28395	252	2	,	,	PUNCT
bracis-28395	252	3	103635	103635	NUM
bracis-28395	252	4	(	(	PUNCT
bracis-28395	252	5	2022	2022	NUM
bracis-28395	252	6	)	)	PUNCT
bracis-28395	252	7	article	article	NOUN
bracis-28395	252	8	  	  	SPACE
bracis-28395	252	9	google	google	PROPN
bracis-28395	252	10	scholar	scholar	NOUN
bracis-28395	252	11	  	  	SPACE
bracis-28395	252	12	castro	castro	NOUN
bracis-28395	252	13	,	,	PUNCT
bracis-28395	252	14	p.	p.	NOUN
bracis-28395	252	15	,	,	PUNCT
bracis-28395	252	16	luz	luz	PROPN
bracis-28395	252	17	,	,	PUNCT
bracis-28395	252	18	e.	e.	PROPN
bracis-28395	252	19	,	,	PUNCT
bracis-28395	252	20	moreira	moreira	PROPN
bracis-28395	252	21	,	,	PUNCT
bracis-28395	252	22	g.	g.	PROPN
bracis-28395	252	23	:	:	PUNCT
bracis-28395	252	24	dataset	dataset	VERB
bracis-28395	252	25	for	for	ADP
bracis-28395	252	26	hop	hop	NOUN
bracis-28395	252	27	varieties	variety	NOUN
bracis-28395	252	28	classification	classification	NOUN
bracis-28395	252	29	.	.	PUNCT
bracis-28395	253	1	data	datum	NOUN
bracis-28395	253	2	brief	brief	VERB
bracis-28395	253	3	38	38	NUM
bracis-28395	253	4	,	,	PUNCT
bracis-28395	253	5	107312	107312	NUM
bracis-28395	253	6	(	(	PUNCT
bracis-28395	253	7	2021	2021	NUM
bracis-28395	253	8	)	)	PUNCT
bracis-28395	253	9	article	article	NOUN
bracis-28395	253	10	  	  	SPACE
bracis-28395	253	11	google	google	PROPN
bracis-28395	253	12	scholar	scholar	NOUN
bracis-28395	253	13	  	  	SPACE
bracis-28395	253	14	castro	castro	NOUN
bracis-28395	253	15	,	,	PUNCT
bracis-28395	253	16	p.h.n	p.h.n	NOUN
bracis-28395	253	17	.	.	PUNCT
bracis-28395	253	18	,	,	PUNCT
bracis-28395	253	19	moreira	moreira	PROPN
bracis-28395	253	20	,	,	PUNCT
bracis-28395	253	21	g.j.p	g.j.p	PROPN
bracis-28395	253	22	.	.	PROPN
bracis-28395	253	23	,	,	PUNCT
bracis-28395	253	24	da	da	PROPN
bracis-28395	253	25	silva	silva	PROPN
bracis-28395	253	26	luz	luz	PROPN
bracis-28395	253	27	,	,	PUNCT
bracis-28395	253	28	e.j	e.j	PROPN
bracis-28395	253	29	.	.	PROPN
bracis-28395	253	30	:	:	PUNCT
bracis-28395	254	1	an	an	DET
bracis-28395	254	2	end	end	NOUN
bracis-28395	254	3	-	-	PUNCT
bracis-28395	254	4	to	to	ADP
bracis-28395	254	5	-	-	PUNCT
bracis-28395	254	6	end	end	NOUN
bracis-28395	254	7	deep	deep	ADJ
bracis-28395	254	8	learning	learning	NOUN
bracis-28395	254	9	system	system	NOUN
bracis-28395	254	10	for	for	ADP
bracis-28395	254	11	hop	hop	NOUN
bracis-28395	254	12	classification	classification	NOUN
bracis-28395	254	13	.	.	PUNCT
bracis-28395	255	1	ieee	ieee	PROPN
bracis-28395	255	2	latin	latin	PROPN
bracis-28395	255	3	america	america	PROPN
bracis-28395	255	4	trans	trans	PROPN
bracis-28395	255	5	.	.	PUNCT
bracis-28395	256	1	20(3	20(3	NOUN
bracis-28395	256	2	)	)	PUNCT
bracis-28395	256	3	,	,	PUNCT
bracis-28395	256	4	430–442	430–442	NUM
bracis-28395	256	5	(	(	PUNCT
bracis-28395	256	6	2021	2021	NUM
bracis-28395	256	7	)	)	PUNCT
bracis-28395	256	8	google	google	PROPN
bracis-28395	256	9	scholar	scholar	NOUN
bracis-28395	256	10	  	  	SPACE
bracis-28395	256	11	chen	chen	PROPN
bracis-28395	256	12	,	,	PUNCT
bracis-28395	256	13	s.	s.	PROPN
bracis-28395	256	14	,	,	PUNCT
bracis-28395	256	15	et	et	PROPN
bracis-28395	256	16	al	al	PROPN
bracis-28395	256	17	.	.	PUNCT
bracis-28395	256	18	:	:	PUNCT
bracis-28395	257	1	a	a	DET
bracis-28395	257	2	renaissance	renaissance	NOUN
bracis-28395	257	3	in	in	ADP
bracis-28395	257	4	herbal	herbal	ADJ
bracis-28395	257	5	medicine	medicine	NOUN
bracis-28395	257	6	identification	identification	NOUN
bracis-28395	257	7	:	:	PUNCT
bracis-28395	257	8	from	from	ADP
bracis-28395	257	9	morphology	morphology	NOUN
bracis-28395	257	10	to	to	ADP
bracis-28395	257	11	dna	dna	PROPN
bracis-28395	257	12	.	.	PUNCT
bracis-28395	258	1	biotechnol	biotechnol	PROPN
bracis-28395	258	2	.	.	PUNCT
bracis-28395	259	1	adv	adv	PROPN
bracis-28395	259	2	.	.	PUNCT
bracis-28395	259	3	32(7	32(7	NUM
bracis-28395	259	4	)	)	PUNCT
bracis-28395	259	5	,	,	PUNCT
bracis-28395	259	6	1237–1244	1237–1244	NUM
bracis-28395	259	7	(	(	PUNCT
bracis-28395	259	8	2014	2014	NUM
bracis-28395	259	9	)	)	PUNCT
bracis-28395	259	10	article	article	NOUN
bracis-28395	259	11	  	  	SPACE
bracis-28395	259	12	google	google	PROPN
bracis-28395	259	13	scholar	scholar	NOUN
bracis-28395	259	14	  	  	SPACE
bracis-28395	259	15	csurka	csurka	PROPN
bracis-28395	259	16	,	,	PUNCT
bracis-28395	259	17	g.	g.	PROPN
bracis-28395	259	18	,	,	PUNCT
bracis-28395	259	19	dance	dance	NOUN
bracis-28395	259	20	,	,	PUNCT
bracis-28395	259	21	c.	c.	PROPN
bracis-28395	259	22	,	,	PUNCT
bracis-28395	259	23	fan	fan	PROPN
bracis-28395	259	24	,	,	PUNCT
bracis-28395	259	25	l.	l.	PROPN
bracis-28395	259	26	,	,	PUNCT
bracis-28395	259	27	willamowski	willamowski	ADJ
bracis-28395	259	28	,	,	PUNCT
bracis-28395	259	29	j.	j.	PROPN
bracis-28395	259	30	,	,	PUNCT
bracis-28395	259	31	bray	bray	PROPN
bracis-28395	259	32	,	,	PUNCT
bracis-28395	259	33	c.	c.	NOUN
bracis-28395	259	34	:	:	PUNCT
bracis-28395	259	35	visual	visual	ADJ
bracis-28395	259	36	categorization	categorization	NOUN
bracis-28395	259	37	with	with	ADP
bracis-28395	259	38	bags	bag	NOUN
bracis-28395	259	39	of	of	ADP
bracis-28395	259	40	keypoints	keypoint	NOUN
bracis-28395	259	41	.	.	PUNCT
bracis-28395	260	1	in	in	ADP
bracis-28395	260	2	:	:	PUNCT
bracis-28395	260	3	workshop	workshop	NOUN
bracis-28395	260	4	on	on	ADP
bracis-28395	260	5	statistical	statistical	ADJ
bracis-28395	260	6	learning	learning	NOUN
bracis-28395	260	7	in	in	ADP
bracis-28395	260	8	computer	computer	NOUN
bracis-28395	260	9	vision	vision	NOUN
bracis-28395	260	10	,	,	PUNCT
bracis-28395	260	11	eccv	eccv	ADV
bracis-28395	260	12	,	,	PUNCT
bracis-28395	260	13	pp	pp	ADV
bracis-28395	260	14	.	.	PUNCT
bracis-28395	261	1	1–2	1–2	NUM
bracis-28395	261	2	(	(	PUNCT
bracis-28395	261	3	2004	2004	NUM
bracis-28395	261	4	)	)	PUNCT
bracis-28395	261	5	google	google	PROPN
bracis-28395	261	6	scholar	scholar	NOUN
bracis-28395	261	7	  	  	SPACE
bracis-28395	261	8	dietterich	dietterich	PROPN
bracis-28395	261	9	,	,	PUNCT
bracis-28395	261	10	t.g	t.g	PROPN
bracis-28395	261	11	.	.	PROPN
bracis-28395	261	12	:	:	PUNCT
bracis-28395	261	13	ensemble	ensemble	ADJ
bracis-28395	261	14	methods	method	NOUN
bracis-28395	261	15	in	in	ADP
bracis-28395	261	16	machine	machine	NOUN
bracis-28395	261	17	learning	learning	NOUN
bracis-28395	261	18	.	.	PUNCT
bracis-28395	262	1	in	in	ADP
bracis-28395	262	2	:	:	PUNCT
bracis-28395	262	3	kittler	kittler	NOUN
bracis-28395	262	4	,	,	PUNCT
bracis-28395	262	5	j.	j.	PROPN
bracis-28395	262	6	,	,	PUNCT
bracis-28395	262	7	roli	roli	PROPN
bracis-28395	262	8	,	,	PUNCT
bracis-28395	262	9	f.	f.	PROPN
bracis-28395	262	10	(	(	PUNCT
bracis-28395	262	11	eds	eds	PROPN
bracis-28395	262	12	.	.	PUNCT
bracis-28395	262	13	)	)	PUNCT
bracis-28395	263	1	mcs	mcs	PROPN
bracis-28395	263	2	2000	2000	NUM
bracis-28395	263	3	.	.	PUNCT
bracis-28395	264	1	lncs	lncs	PROPN
bracis-28395	264	2	,	,	PUNCT
bracis-28395	264	3	vol	vol	NOUN
bracis-28395	264	4	.	.	PROPN
bracis-28395	264	5	1857	1857	NUM
bracis-28395	264	6	,	,	PUNCT
bracis-28395	264	7	pp	pp	ADJ
bracis-28395	264	8	.	.	PUNCT
bracis-28395	265	1	1–15	1–15	NUM
bracis-28395	265	2	.	.	PUNCT
bracis-28395	266	1	springer	springer	NOUN
bracis-28395	266	2	,	,	PUNCT
bracis-28395	266	3	heidelberg	heidelberg	PROPN
bracis-28395	266	4	(	(	PUNCT
bracis-28395	266	5	2000	2000	NUM
bracis-28395	266	6	)	)	PUNCT
bracis-28395	266	7	.	.	PUNCT
bracis-28395	267	1	https://doi.org/10.1007/3-540-45014-9_1	https://doi.org/10.1007/3-540-45014-9_1	PROPN
bracis-28395	267	2	chapter	chapter	NOUN
bracis-28395	267	3	  	  	SPACE
bracis-28395	267	4	google	google	PROPN
bracis-28395	267	5	scholar	scholar	NOUN
bracis-28395	267	6	  	  	SPACE
bracis-28395	267	7	duarte	duarte	PROPN
bracis-28395	267	8	,	,	PUNCT
bracis-28395	267	9	l.m	l.m	PROPN
bracis-28395	267	10	.	.	PROPN
bracis-28395	267	11	,	,	PUNCT
bracis-28395	267	12	adriano	adriano	PROPN
bracis-28395	267	13	,	,	PUNCT
bracis-28395	267	14	l.h.c	l.h.c	PROPN
bracis-28395	267	15	.	.	PROPN
bracis-28395	267	16	,	,	PUNCT
bracis-28395	267	17	de	de	PROPN
bracis-28395	267	18	oliveira	oliveira	PROPN
bracis-28395	267	19	,	,	PUNCT
bracis-28395	267	20	m.a.l	m.a.l	PROPN
bracis-28395	267	21	.	.	PUNCT
bracis-28395	267	22	:	:	PUNCT
bracis-28395	268	1	capillary	capillary	ADJ
bracis-28395	268	2	electrophoresis	electrophoresis	NOUN
bracis-28395	268	3	in	in	ADP
bracis-28395	268	4	association	association	NOUN
bracis-28395	268	5	with	with	ADP
bracis-28395	268	6	chemometrics	chemometric	NOUN
bracis-28395	268	7	approach	approach	NOUN
bracis-28395	268	8	for	for	ADP
bracis-28395	268	9	bitterness	bitterness	NOUN
bracis-28395	268	10	hop	hop	NOUN
bracis-28395	268	11	(	(	PUNCT
bracis-28395	268	12	humulus	humulus	PROPN
bracis-28395	268	13	lupulus	lupulus	PROPN
bracis-28395	268	14	l.	l.	PROPN
bracis-28395	268	15	)	)	PUNCT
bracis-28395	268	16	classification	classification	NOUN
bracis-28395	268	17	.	.	PUNCT
bracis-28395	269	1	electrophoresis	electrophoresis	NOUN
bracis-28395	269	2	39(11	39(11	NUM
bracis-28395	269	3	)	)	PUNCT
bracis-28395	269	4	,	,	PUNCT
bracis-28395	269	5	1399–1409	1399–1409	NUM
bracis-28395	269	6	(	(	PUNCT
bracis-28395	269	7	2018	2018	NUM
bracis-28395	269	8	)	)	PUNCT
bracis-28395	269	9	google	google	PROPN
bracis-28395	269	10	scholar	scholar	NOUN
bracis-28395	269	11	  	  	SPACE
bracis-28395	269	12	fan	fan	PROPN
bracis-28395	269	13	,	,	PUNCT
bracis-28395	269	14	b.	b.	PROPN
bracis-28395	269	15	,	,	PUNCT
bracis-28395	269	16	et	et	PROPN
bracis-28395	269	17	al	al	PROPN
bracis-28395	269	18	.	.	PUNCT
bracis-28395	269	19	:	:	PUNCT
bracis-28395	270	1	development	development	NOUN
bracis-28395	270	2	of	of	ADP
bracis-28395	270	3	an	an	DET
bracis-28395	270	4	electrochemical	electrochemical	ADJ
bracis-28395	270	5	technology	technology	NOUN
bracis-28395	270	6	for	for	ADP
bracis-28395	270	7	ten	ten	NUM
bracis-28395	270	8	clematis	clematis	NOUN
bracis-28395	270	9	spp	spp	NOUN
bracis-28395	270	10	varieties	variety	NOUN
bracis-28395	270	11	identification	identification	NOUN
bracis-28395	270	12	.	.	PUNCT
bracis-28395	271	1	int	int	NOUN
bracis-28395	271	2	.	.	PUNCT
bracis-28395	272	1	j.	j.	PROPN
bracis-28395	272	2	electrochem	electrochem	PROPN
bracis-28395	272	3	.	.	PUNCT
bracis-28395	273	1	sci	sci	PROPN
bracis-28395	273	2	.	.	PROPN
bracis-28395	273	3	15	15	NUM
bracis-28395	273	4	,	,	PUNCT
bracis-28395	273	5	10212–10220	10212–10220	NUM
bracis-28395	273	6	(	(	PUNCT
bracis-28395	273	7	2020	2020	NUM
bracis-28395	273	8	)	)	PUNCT
bracis-28395	273	9	article	article	NOUN
bracis-28395	273	10	  	  	SPACE
bracis-28395	273	11	google	google	PROPN
bracis-28395	273	12	scholar	scholar	NOUN
bracis-28395	273	13	  	  	SPACE
bracis-28395	273	14	farag	farag	NOUN
bracis-28395	273	15	,	,	PUNCT
bracis-28395	273	16	m.a	m.a	PROPN
bracis-28395	273	17	.	.	PROPN
bracis-28395	273	18	,	,	PUNCT
bracis-28395	273	19	mahrous	mahrous	ADJ
bracis-28395	273	20	,	,	PUNCT
bracis-28395	273	21	e.a	e.a	PROPN
bracis-28395	273	22	.	.	PROPN
bracis-28395	273	23	,	,	PUNCT
bracis-28395	273	24	lübken	lübken	PROPN
bracis-28395	273	25	,	,	PUNCT
bracis-28395	273	26	t.	t.	PROPN
bracis-28395	273	27	,	,	PUNCT
bracis-28395	273	28	porzel	porzel	PROPN
bracis-28395	273	29	,	,	PUNCT
bracis-28395	273	30	a.	a.	PROPN
bracis-28395	273	31	,	,	PUNCT
bracis-28395	273	32	wessjohann	wessjohann	PROPN
bracis-28395	273	33	,	,	PUNCT
bracis-28395	273	34	l.	l.	PROPN
bracis-28395	273	35	:	:	PUNCT
bracis-28395	273	36	classification	classification	NOUN
bracis-28395	273	37	of	of	ADP
bracis-28395	273	38	commercial	commercial	ADJ
bracis-28395	273	39	cultivars	cultivar	NOUN
bracis-28395	273	40	of	of	ADP
bracis-28395	273	41	humulus	humulus	PROPN
bracis-28395	273	42	lupulus	lupulus	PROPN
bracis-28395	273	43	l.	l.	PROPN
bracis-28395	273	44	(	(	PUNCT
bracis-28395	273	45	hop	hop	PROPN
bracis-28395	273	46	)	)	PUNCT
bracis-28395	273	47	by	by	ADP
bracis-28395	273	48	chemometric	chemometric	ADJ
bracis-28395	273	49	pixel	pixel	PROPN
bracis-28395	273	50	analysis	analysis	NOUN
bracis-28395	273	51	of	of	ADP
bracis-28395	273	52	two	two	NUM
bracis-28395	273	53	dimensional	dimensional	ADJ
bracis-28395	273	54	nuclear	nuclear	ADJ
bracis-28395	273	55	magnetic	magnetic	ADJ
bracis-28395	273	56	resonance	resonance	NOUN
bracis-28395	273	57	spectra	spectra	NOUN
bracis-28395	273	58	.	.	PUNCT
bracis-28395	274	1	metabolomics	metabolomic	NOUN
bracis-28395	274	2	10(1	10(1	NUM
bracis-28395	274	3	)	)	PUNCT
bracis-28395	274	4	,	,	PUNCT
bracis-28395	274	5	21–32	21–32	NUM
bracis-28395	274	6	(	(	PUNCT
bracis-28395	274	7	2014	2014	NUM
bracis-28395	274	8	)	)	PUNCT
bracis-28395	274	9	google	google	PROPN
bracis-28395	274	10	scholar	scholar	NOUN
bracis-28395	274	11	  	  	SPACE
bracis-28395	274	12	ferri	ferri	PROPN
bracis-28395	274	13	,	,	PUNCT
bracis-28395	274	14	g.	g.	PROPN
bracis-28395	274	15	,	,	PUNCT
bracis-28395	274	16	alù	alù	PROPN
bracis-28395	274	17	,	,	PUNCT
bracis-28395	274	18	m.	m.	NOUN
bracis-28395	274	19	,	,	PUNCT
bracis-28395	274	20	corradini	corradini	PROPN
bracis-28395	274	21	,	,	PUNCT
bracis-28395	274	22	b.	b.	PROPN
bracis-28395	274	23	,	,	PUNCT
bracis-28395	274	24	beduschi	beduschi	PROPN
bracis-28395	274	25	,	,	PUNCT
bracis-28395	274	26	g.	g.	NOUN
bracis-28395	274	27	:	:	PUNCT
bracis-28395	274	28	forensic	forensic	ADJ
bracis-28395	274	29	botany	botany	NOUN
bracis-28395	274	30	:	:	PUNCT
bracis-28395	274	31	species	specie	NOUN
bracis-28395	274	32	identification	identification	NOUN
bracis-28395	274	33	of	of	ADP
bracis-28395	274	34	botanical	botanical	ADJ
bracis-28395	274	35	trace	trace	NOUN
bracis-28395	274	36	evidence	evidence	NOUN
bracis-28395	274	37	using	use	VERB
bracis-28395	274	38	a	a	DET
bracis-28395	274	39	multigene	multigene	ADJ
bracis-28395	274	40	barcoding	barcoding	NOUN
bracis-28395	274	41	approach	approach	NOUN
bracis-28395	274	42	.	.	PUNCT
bracis-28395	275	1	int	int	NOUN
bracis-28395	275	2	.	.	PUNCT
bracis-28395	276	1	j.	j.	PROPN
bracis-28395	276	2	legal	legal	PROPN
bracis-28395	276	3	med	med	PROPN
bracis-28395	276	4	.	.	PUNCT
bracis-28395	277	1	123(5	123(5	NUM
bracis-28395	277	2	)	)	PUNCT
bracis-28395	277	3	,	,	PUNCT
bracis-28395	277	4	395–401	395–401	NUM
bracis-28395	277	5	(	(	PUNCT
bracis-28395	277	6	2009	2009	NUM
bracis-28395	277	7	)	)	PUNCT
bracis-28395	277	8	article	article	NOUN
bracis-28395	277	9	  	  	SPACE
bracis-28395	277	10	google	google	PROPN
bracis-28395	277	11	scholar	scholar	NOUN
bracis-28395	277	12	  	  	SPACE
bracis-28395	277	13	haralick	haralick	NOUN
bracis-28395	277	14	,	,	PUNCT
bracis-28395	277	15	r.m	r.m	PROPN
bracis-28395	277	16	.	.	PROPN
bracis-28395	277	17	,	,	PUNCT
bracis-28395	277	18	shanmugam	shanmugam	PROPN
bracis-28395	277	19	,	,	PUNCT
bracis-28395	277	20	k.	k.	PROPN
bracis-28395	277	21	,	,	PUNCT
bracis-28395	277	22	dinstein	dinstein	PROPN
bracis-28395	277	23	,	,	PUNCT
bracis-28395	277	24	i.h	i.h	PROPN
bracis-28395	277	25	.	.	PROPN
bracis-28395	277	26	:	:	PUNCT
bracis-28395	277	27	textural	textural	ADJ
bracis-28395	277	28	features	feature	NOUN
bracis-28395	277	29	for	for	ADP
bracis-28395	277	30	image	image	NOUN
bracis-28395	277	31	classification	classification	NOUN
bracis-28395	277	32	.	.	PUNCT
bracis-28395	278	1	ieee	ieee	PROPN
bracis-28395	278	2	trans	trans	PROPN
bracis-28395	278	3	.	.	PUNCT
bracis-28395	279	1	syst	syst	PROPN
bracis-28395	279	2	.	.	PUNCT
bracis-28395	280	1	man	man	PROPN
bracis-28395	280	2	cybern	cybern	PROPN
bracis-28395	280	3	.	.	PUNCT
bracis-28395	281	1	smc	smc	PROPN
bracis-28395	281	2	3(6	3(6	PROPN
bracis-28395	281	3	)	)	PUNCT
bracis-28395	281	4	,	,	PUNCT
bracis-28395	281	5	610–621	610–621	NUM
bracis-28395	281	6	(	(	PUNCT
bracis-28395	281	7	1973	1973	NUM
bracis-28395	281	8	)	)	PUNCT
bracis-28395	281	9	google	google	NOUN
bracis-28395	281	10	scholar	scholar	NOUN
bracis-28395	281	11	  	  	SPACE
bracis-28395	281	12	he	he	PRON
bracis-28395	281	13	,	,	PUNCT
bracis-28395	281	14	k.	k.	PROPN
bracis-28395	281	15	,	,	PUNCT
bracis-28395	281	16	zhang	zhang	PROPN
bracis-28395	281	17	,	,	PUNCT
bracis-28395	281	18	x.	x.	PROPN
bracis-28395	281	19	,	,	PUNCT
bracis-28395	281	20	ren	ren	PROPN
bracis-28395	281	21	,	,	PUNCT
bracis-28395	281	22	s.	s.	PROPN
bracis-28395	281	23	,	,	PUNCT
bracis-28395	281	24	sun	sun	PROPN
bracis-28395	281	25	,	,	PUNCT
bracis-28395	281	26	j.	j.	PROPN
bracis-28395	281	27	:	:	PUNCT
bracis-28395	281	28	deep	deep	ADJ
bracis-28395	281	29	residual	residual	ADJ
bracis-28395	281	30	learning	learning	NOUN
bracis-28395	281	31	for	for	ADP
bracis-28395	281	32	image	image	NOUN
bracis-28395	281	33	recognition	recognition	NOUN
bracis-28395	281	34	.	.	PUNCT
bracis-28395	282	1	in	in	ADP
bracis-28395	282	2	:	:	PUNCT
bracis-28395	282	3	proceedings	proceeding	NOUN
bracis-28395	282	4	of	of	ADP
bracis-28395	282	5	the	the	DET
bracis-28395	282	6	ieee	ieee	NOUN
bracis-28395	282	7	conference	conference	NOUN
bracis-28395	282	8	on	on	ADP
bracis-28395	282	9	computer	computer	NOUN
bracis-28395	282	10	vision	vision	NOUN
bracis-28395	282	11	and	and	CCONJ
bracis-28395	282	12	pattern	pattern	NOUN
bracis-28395	282	13	recognition	recognition	NOUN
bracis-28395	282	14	,	,	PUNCT
bracis-28395	282	15	pp	pp	ADP
bracis-28395	282	16	.	.	PUNCT
bracis-28395	283	1	770–778	770–778	NUM
bracis-28395	283	2	(	(	PUNCT
bracis-28395	283	3	2016	2016	NUM
bracis-28395	283	4	)	)	PUNCT
bracis-28395	283	5	google	google	PROPN
bracis-28395	283	6	scholar	scholar	NOUN
bracis-28395	283	7	  	  	SPACE
bracis-28395	283	8	healey	healey	PROPN
bracis-28395	283	9	,	,	PUNCT
bracis-28395	283	10	j.	j.	PROPN
bracis-28395	283	11	:	:	PUNCT
bracis-28395	283	12	the	the	DET
bracis-28395	283	13	hops	hop	NOUN
bracis-28395	283	14	list	list	NOUN
bracis-28395	283	15	:	:	PUNCT
bracis-28395	283	16	265	265	NUM
bracis-28395	283	17	beer	beer	NOUN
bracis-28395	283	18	hop	hop	NOUN
bracis-28395	283	19	varieties	variety	NOUN
bracis-28395	283	20	from	from	ADP
bracis-28395	283	21	around	around	ADP
bracis-28395	283	22	the	the	DET
bracis-28395	283	23	world	world	NOUN
bracis-28395	283	24	(	(	PUNCT
bracis-28395	283	25	2016	2016	NUM
bracis-28395	283	26	)	)	PUNCT
bracis-28395	283	27	google	google	PROPN
bracis-28395	283	28	scholar	scholar	NOUN
bracis-28395	283	29	  	  	SPACE
bracis-28395	283	30	jakab	jakab	PROPN
bracis-28395	283	31	,	,	PUNCT
bracis-28395	283	32	a.	a.	NOUN
bracis-28395	283	33	,	,	PUNCT
bracis-28395	283	34	héberger	héberger	NOUN
bracis-28395	283	35	,	,	PUNCT
bracis-28395	283	36	k.	k.	PROPN
bracis-28395	283	37	,	,	PUNCT
bracis-28395	283	38	forgács	forgács	PROPN
bracis-28395	283	39	,	,	PUNCT
bracis-28395	283	40	e.	e.	PROPN
bracis-28395	283	41	:	:	PUNCT
bracis-28395	283	42	comparative	comparative	ADJ
bracis-28395	283	43	analysis	analysis	NOUN
bracis-28395	283	44	of	of	ADP
bracis-28395	283	45	different	different	ADJ
bracis-28395	283	46	plant	plant	NOUN
bracis-28395	283	47	oils	oil	NOUN
bracis-28395	283	48	by	by	ADP
bracis-28395	283	49	high	high	ADJ
bracis-28395	283	50	-	-	PUNCT
bracis-28395	283	51	performance	performance	NOUN
bracis-28395	283	52	liquid	liquid	ADJ
bracis-28395	283	53	chromatography	chromatography	NOUN
bracis-28395	283	54	-	-	PUNCT
bracis-28395	283	55	atmospheric	atmospheric	ADJ
bracis-28395	283	56	pressure	pressure	NOUN
bracis-28395	283	57	chemical	chemical	NOUN
bracis-28395	283	58	ionization	ionization	NOUN
bracis-28395	283	59	mass	mass	NOUN
bracis-28395	283	60	spectrometry	spectrometry	NOUN
bracis-28395	283	61	.	.	PUNCT
bracis-28395	284	1	j.	j.	PROPN
bracis-28395	284	2	chromatogr	chromatogr	PROPN
bracis-28395	284	3	.	.	PUNCT
bracis-28395	285	1	a	a	DET
bracis-28395	285	2	976(1–2	976(1–2	NUM
bracis-28395	285	3	)	)	PUNCT
bracis-28395	285	4	,	,	PUNCT
bracis-28395	285	5	255–263	255–263	NUM
bracis-28395	285	6	(	(	PUNCT
bracis-28395	285	7	2002	2002	NUM
bracis-28395	285	8	)	)	PUNCT
bracis-28395	285	9	article	article	NOUN
bracis-28395	285	10	  	  	SPACE
bracis-28395	285	11	google	google	PROPN
bracis-28395	285	12	scholar	scholar	NOUN
bracis-28395	285	13	  	  	SPACE
bracis-28395	285	14	jenks	jenks	PROPN
bracis-28395	285	15	,	,	PUNCT
bracis-28395	285	16	m.a	m.a	PROPN
bracis-28395	285	17	.	.	PROPN
bracis-28395	285	18	:	:	PUNCT
bracis-28395	285	19	plant	plant	NOUN
bracis-28395	285	20	nomenclature	nomenclature	NOUN
bracis-28395	285	21	.	.	PUNCT
bracis-28395	286	1	purdue	purdue	ADJ
bracis-28395	286	2	university	university	NOUN
bracis-28395	286	3	-	-	PUNCT
bracis-28395	286	4	department	department	NOUN
bracis-28395	286	5	of	of	ADP
bracis-28395	286	6	horticulture	horticulture	NOUN
bracis-28395	286	7	and	and	CCONJ
bracis-28395	286	8	landscape	landscape	NOUN
bracis-28395	286	9	architecture	architecture	NOUN
bracis-28395	286	10	,	,	PUNCT
bracis-28395	286	11	disponível	disponível	NOUN
bracis-28395	286	12	(	(	PUNCT
bracis-28395	286	13	2011	2011	NUM
bracis-28395	286	14	)	)	PUNCT
bracis-28395	286	15	google	google	PROPN
bracis-28395	286	16	scholar	scholar	NOUN
bracis-28395	286	17	  	  	SPACE
bracis-28395	286	18	killermann	killermann	PROPN
bracis-28395	286	19	,	,	PUNCT
bracis-28395	286	20	w.	w.	PROPN
bracis-28395	286	21	:	:	PUNCT
bracis-28395	286	22	research	research	NOUN
bracis-28395	286	23	into	into	ADP
bracis-28395	286	24	biology	biology	NOUN
bracis-28395	286	25	teaching	teaching	NOUN
bracis-28395	286	26	methods	method	NOUN
bracis-28395	286	27	.	.	PUNCT
bracis-28395	287	1	j.	j.	PROPN
bracis-28395	287	2	biol	biol	PROPN
bracis-28395	287	3	.	.	PUNCT
bracis-28395	288	1	educ	educ	PROPN
bracis-28395	288	2	.	.	PUNCT
bracis-28395	289	1	33(1	33(1	NUM
bracis-28395	289	2	)	)	PUNCT
bracis-28395	289	3	,	,	PUNCT
bracis-28395	289	4	4–9	4–9	PROPN
bracis-28395	289	5	(	(	PUNCT
bracis-28395	289	6	1998	1998	NUM
bracis-28395	289	7	)	)	PUNCT
bracis-28395	289	8	article	article	NOUN
bracis-28395	289	9	  	  	SPACE
bracis-28395	289	10	google	google	PROPN
bracis-28395	289	11	scholar	scholar	NOUN
bracis-28395	289	12	  	  	SPACE
bracis-28395	289	13	lotti	lotti	PROPN
bracis-28395	289	14	,	,	PUNCT
bracis-28395	289	15	c.	c.	NOUN
bracis-28395	289	16	,	,	PUNCT
bracis-28395	289	17	ricciardi	ricciardi	PROPN
bracis-28395	289	18	,	,	PUNCT
bracis-28395	289	19	l.	l.	PROPN
bracis-28395	289	20	,	,	PUNCT
bracis-28395	289	21	rainaldi	rainaldi	NOUN
bracis-28395	289	22	,	,	PUNCT
bracis-28395	289	23	g.	g.	PROPN
bracis-28395	289	24	,	,	PUNCT
bracis-28395	289	25	ruta	ruta	PROPN
bracis-28395	289	26	,	,	PUNCT
bracis-28395	289	27	c.	c.	PROPN
bracis-28395	289	28	,	,	PUNCT
bracis-28395	289	29	tarraf	tarraf	NOUN
bracis-28395	289	30	,	,	PUNCT
bracis-28395	289	31	w.	w.	PROPN
bracis-28395	289	32	,	,	PUNCT
bracis-28395	289	33	de	de	X
bracis-28395	289	34	mastro	mastro	PROPN
bracis-28395	289	35	,	,	PUNCT
bracis-28395	289	36	g.	g.	PROPN
bracis-28395	289	37	:	:	PUNCT
bracis-28395	289	38	morphological	morphological	ADJ
bracis-28395	289	39	,	,	PUNCT
bracis-28395	289	40	biochemical	biochemical	ADJ
bracis-28395	289	41	,	,	PUNCT
bracis-28395	289	42	and	and	CCONJ
bracis-28395	289	43	molecular	molecular	ADJ
bracis-28395	289	44	analysis	analysis	NOUN
bracis-28395	289	45	of	of	ADP
bracis-28395	289	46	l.	l.	PROPN
bracis-28395	289	47	open	open	PROPN
bracis-28395	289	48	agric	agric	PROPN
bracis-28395	289	49	.	.	PUNCT
bracis-28395	290	1	j.	j.	PROPN
bracis-28395	290	2	13(1	13(1	PROPN
bracis-28395	290	3	)	)	PUNCT
bracis-28395	290	4	(	(	PUNCT
bracis-28395	290	5	2019	2019	NUM
bracis-28395	290	6	)	)	PUNCT
bracis-28395	290	7	google	google	NOUN
bracis-28395	290	8	scholar	scholar	NOUN
bracis-28395	290	9	  	  	SPACE
bracis-28395	290	10	ojala	ojala	NOUN
bracis-28395	290	11	,	,	PUNCT
bracis-28395	290	12	t.	t.	PROPN
bracis-28395	290	13	,	,	PUNCT
bracis-28395	290	14	pietikäinen	pietikäinen	NOUN
bracis-28395	290	15	,	,	PUNCT
bracis-28395	290	16	m.	m.	NOUN
bracis-28395	290	17	,	,	PUNCT
bracis-28395	290	18	harwood	harwood	NOUN
bracis-28395	290	19	,	,	PUNCT
bracis-28395	290	20	d.	d.	PROPN
bracis-28395	290	21	:	:	PUNCT
bracis-28395	290	22	a	a	DET
bracis-28395	290	23	comparative	comparative	ADJ
bracis-28395	290	24	study	study	NOUN
bracis-28395	290	25	of	of	ADP
bracis-28395	290	26	texture	texture	ADJ
bracis-28395	290	27	measures	measure	NOUN
bracis-28395	290	28	with	with	ADP
bracis-28395	290	29	classification	classification	NOUN
bracis-28395	290	30	based	base	VERB
bracis-28395	290	31	on	on	ADP
bracis-28395	290	32	featured	feature	VERB
bracis-28395	290	33	distributions	distribution	NOUN
bracis-28395	290	34	.	.	PUNCT
bracis-28395	291	1	pattern	pattern	NOUN
bracis-28395	291	2	recogn	recogn	VERB
bracis-28395	291	3	.	.	PUNCT
bracis-28395	292	1	29(1	29(1	NUM
bracis-28395	292	2	)	)	PUNCT
bracis-28395	292	3	,	,	PUNCT
bracis-28395	292	4	51–59	51–59	NUM
bracis-28395	292	5	(	(	PUNCT
bracis-28395	292	6	1996	1996	NUM
bracis-28395	292	7	)	)	PUNCT
bracis-28395	292	8	article	article	NOUN
bracis-28395	292	9	  	  	SPACE
bracis-28395	292	10	google	google	PROPN
bracis-28395	292	11	scholar	scholar	NOUN
bracis-28395	292	12	  	  	SPACE
bracis-28395	292	13	ojala	ojala	NOUN
bracis-28395	292	14	,	,	PUNCT
bracis-28395	292	15	t.	t.	PROPN
bracis-28395	292	16	,	,	PUNCT
bracis-28395	292	17	pietikainen	pietikainen	NOUN
bracis-28395	292	18	,	,	PUNCT
bracis-28395	292	19	m.	m.	NOUN
bracis-28395	292	20	,	,	PUNCT
bracis-28395	292	21	maenpaa	maenpaa	NOUN
bracis-28395	292	22	,	,	PUNCT
bracis-28395	292	23	t.	t.	NOUN
bracis-28395	292	24	:	:	PUNCT
bracis-28395	292	25	multiresolution	multiresolution	NOUN
bracis-28395	292	26	gray	gray	ADJ
bracis-28395	292	27	-	-	PUNCT
bracis-28395	292	28	scale	scale	NOUN
bracis-28395	292	29	and	and	CCONJ
bracis-28395	292	30	rotation	rotation	NOUN
bracis-28395	292	31	invariant	invariant	ADJ
bracis-28395	292	32	texture	texture	NOUN
bracis-28395	292	33	classification	classification	NOUN
bracis-28395	292	34	with	with	ADP
bracis-28395	292	35	local	local	ADJ
bracis-28395	292	36	binary	binary	ADJ
bracis-28395	292	37	patterns	pattern	NOUN
bracis-28395	292	38	.	.	PUNCT
bracis-28395	293	1	ieee	ieee	PROPN
bracis-28395	293	2	trans	trans	PROPN
bracis-28395	293	3	.	.	PUNCT
bracis-28395	293	4	pattern	pattern	PROPN
bracis-28395	293	5	anal	anal	PROPN
bracis-28395	293	6	.	.	PUNCT
bracis-28395	294	1	mach	mach	PROPN
bracis-28395	294	2	.	.	PUNCT
bracis-28395	295	1	intell	intell	PROPN
bracis-28395	295	2	.	.	PUNCT
bracis-28395	296	1	24(7	24(7	NUM
bracis-28395	296	2	)	)	PUNCT
bracis-28395	296	3	,	,	PUNCT
bracis-28395	296	4	971–987	971–987	NUM
bracis-28395	296	5	(	(	PUNCT
bracis-28395	296	6	2002	2002	NUM
bracis-28395	296	7	)	)	PUNCT
bracis-28395	296	8	article	article	NOUN
bracis-28395	296	9	  	  	SPACE
bracis-28395	296	10	math	math	NOUN
bracis-28395	296	11	  	  	SPACE
bracis-28395	296	12	google	google	PROPN
bracis-28395	296	13	scholar	scholar	NOUN
bracis-28395	296	14	  	  	SPACE
bracis-28395	296	15	shellie	shellie	PROPN
bracis-28395	296	16	,	,	PUNCT
bracis-28395	296	17	r.a	r.a	PROPN
bracis-28395	296	18	.	.	PROPN
bracis-28395	296	19	,	,	PUNCT
bracis-28395	296	20	poynter	poynter	PROPN
bracis-28395	296	21	,	,	PUNCT
bracis-28395	296	22	s.d	s.d	PROPN
bracis-28395	296	23	.	.	PROPN
bracis-28395	296	24	,	,	PUNCT
bracis-28395	296	25	li	li	PROPN
bracis-28395	296	26	,	,	PUNCT
bracis-28395	296	27	j.	j.	PROPN
bracis-28395	296	28	,	,	PUNCT
bracis-28395	296	29	gathercole	gathercole	PROPN
bracis-28395	296	30	,	,	PUNCT
bracis-28395	296	31	j.l	j.l	PROPN
bracis-28395	296	32	.	.	PROPN
bracis-28395	296	33	,	,	PUNCT
bracis-28395	296	34	whittock	whittock	VERB
bracis-28395	296	35	,	,	PUNCT
bracis-28395	296	36	s.p	s.p	PROPN
bracis-28395	296	37	.	.	PROPN
bracis-28395	296	38	,	,	PUNCT
bracis-28395	296	39	koutoulis	koutoulis	PROPN
bracis-28395	296	40	,	,	PUNCT
bracis-28395	296	41	a.	a.	NOUN
bracis-28395	296	42	:	:	PUNCT
bracis-28395	296	43	varietal	varietal	ADJ
bracis-28395	296	44	characterization	characterization	NOUN
bracis-28395	296	45	of	of	ADP
bracis-28395	296	46	hop	hop	NOUN
bracis-28395	296	47	(	(	PUNCT
bracis-28395	296	48	humulus	humulus	PROPN
bracis-28395	296	49	lupulus	lupulus	PROPN
bracis-28395	296	50	l.	l.	PROPN
bracis-28395	296	51	)	)	PUNCT
bracis-28395	296	52	by	by	ADP
bracis-28395	296	53	gc	gc	PROPN
bracis-28395	296	54	-	-	PUNCT
bracis-28395	296	55	ms	ms	NOUN
bracis-28395	296	56	analysis	analysis	NOUN
bracis-28395	296	57	of	of	ADP
bracis-28395	296	58	hop	hop	NOUN
bracis-28395	296	59	cone	cone	NOUN
bracis-28395	296	60	extracts	extract	NOUN
bracis-28395	296	61	.	.	PUNCT
bracis-28395	297	1	j.	j.	PROPN
bracis-28395	297	2	sep	sep	PROPN
bracis-28395	297	3	.	.	PUNCT
bracis-28395	298	1	sci	sci	PROPN
bracis-28395	298	2	.	.	PUNCT
bracis-28395	299	1	32(21	32(21	NUM
bracis-28395	299	2	)	)	PUNCT
bracis-28395	299	3	,	,	PUNCT
bracis-28395	299	4	3720–3725	3720–3725	NUM
bracis-28395	299	5	(	(	PUNCT
bracis-28395	299	6	2009	2009	NUM
bracis-28395	299	7	)	)	PUNCT
bracis-28395	299	8	google	google	NOUN
bracis-28395	299	9	scholar	scholar	NOUN
bracis-28395	299	10	  	  	SPACE
bracis-28395	299	11	steenackers	steenacker	NOUN
bracis-28395	299	12	,	,	PUNCT
bracis-28395	299	13	b.	b.	PROPN
bracis-28395	299	14	,	,	PUNCT
bracis-28395	299	15	de	de	X
bracis-28395	299	16	cooman	cooman	PROPN
bracis-28395	299	17	,	,	PUNCT
bracis-28395	299	18	l.	l.	PROPN
bracis-28395	299	19	,	,	PUNCT
bracis-28395	299	20	de	de	X
bracis-28395	299	21	vos	vos	PROPN
bracis-28395	299	22	,	,	PUNCT
bracis-28395	299	23	d.	d.	NOUN
bracis-28395	299	24	:	:	PUNCT
bracis-28395	299	25	chemical	chemical	NOUN
bracis-28395	299	26	transformations	transformation	NOUN
bracis-28395	299	27	of	of	ADP
bracis-28395	299	28	characteristic	characteristic	ADJ
bracis-28395	299	29	hop	hop	NOUN
bracis-28395	299	30	secondary	secondary	ADJ
bracis-28395	299	31	metabolites	metabolite	NOUN
bracis-28395	299	32	in	in	ADP
bracis-28395	299	33	relation	relation	NOUN
bracis-28395	299	34	to	to	PART
bracis-28395	299	35	beer	beer	VERB
bracis-28395	299	36	properties	property	NOUN
bracis-28395	299	37	and	and	CCONJ
bracis-28395	299	38	the	the	DET
bracis-28395	299	39	brewing	brewing	NOUN
bracis-28395	299	40	process	process	NOUN
bracis-28395	299	41	:	:	PUNCT
bracis-28395	299	42	a	a	DET
bracis-28395	299	43	review	review	NOUN
bracis-28395	299	44	.	.	PUNCT
bracis-28395	300	1	food	food	NOUN
bracis-28395	300	2	chem	chem	NOUN
bracis-28395	300	3	.	.	PUNCT
bracis-28395	301	1	172	172	NUM
bracis-28395	301	2	,	,	PUNCT
bracis-28395	301	3	742–756	742–756	NUM
bracis-28395	301	4	(	(	PUNCT
bracis-28395	301	5	2015	2015	NUM
bracis-28395	301	6	)	)	PUNCT
bracis-28395	301	7	article	article	NOUN
bracis-28395	301	8	  	  	SPACE
bracis-28395	301	9	google	google	PROPN
bracis-28395	301	10	scholar	scholar	NOUN
bracis-28395	301	11	  	  	SPACE
bracis-28395	301	12	szegedy	szegedy	PROPN
bracis-28395	301	13	,	,	PUNCT
bracis-28395	301	14	c.	c.	NOUN
bracis-28395	301	15	,	,	PUNCT
bracis-28395	301	16	vanhoucke	vanhoucke	PROPN
bracis-28395	301	17	,	,	PUNCT
bracis-28395	301	18	v.	v.	PROPN
bracis-28395	301	19	,	,	PUNCT
bracis-28395	301	20	ioffe	ioffe	PROPN
bracis-28395	301	21	,	,	PUNCT
bracis-28395	301	22	s.	s.	PROPN
bracis-28395	301	23	,	,	PUNCT
bracis-28395	301	24	shlens	shlens	PROPN
bracis-28395	301	25	,	,	PUNCT
bracis-28395	301	26	j.	j.	PROPN
bracis-28395	301	27	,	,	PUNCT
bracis-28395	301	28	wojna	wojna	NOUN
bracis-28395	301	29	,	,	PUNCT
bracis-28395	301	30	z.	z.	PROPN
bracis-28395	301	31	:	:	PUNCT
bracis-28395	302	1	rethinking	rethink	VERB
bracis-28395	302	2	the	the	DET
bracis-28395	302	3	inception	inception	ADJ
bracis-28395	302	4	architecture	architecture	NOUN
bracis-28395	302	5	for	for	ADP
bracis-28395	302	6	computer	computer	NOUN
bracis-28395	302	7	vision	vision	NOUN
bracis-28395	302	8	.	.	PUNCT
bracis-28395	303	1	in	in	ADP
bracis-28395	303	2	:	:	PUNCT
bracis-28395	303	3	proceedings	proceeding	NOUN
bracis-28395	303	4	of	of	ADP
bracis-28395	303	5	the	the	DET
bracis-28395	303	6	ieee	ieee	NOUN
bracis-28395	303	7	conference	conference	NOUN
bracis-28395	303	8	on	on	ADP
bracis-28395	303	9	computer	computer	NOUN
bracis-28395	303	10	vision	vision	NOUN
bracis-28395	303	11	and	and	CCONJ
bracis-28395	303	12	pattern	pattern	NOUN
bracis-28395	303	13	recognition	recognition	NOUN
bracis-28395	303	14	,	,	PUNCT
bracis-28395	303	15	pp	pp	ADP
bracis-28395	303	16	.	.	PUNCT
bracis-28395	304	1	2818–2826	2818–2826	NUM
bracis-28395	304	2	(	(	PUNCT
bracis-28395	304	3	2016	2016	NUM
bracis-28395	304	4	)	)	PUNCT
bracis-28395	304	5	google	google	PROPN
bracis-28395	304	6	scholar	scholar	NOUN
bracis-28395	304	7	  	  	SPACE
bracis-28395	304	8	tan	tan	PROPN
bracis-28395	304	9	,	,	PUNCT
bracis-28395	304	10	m.	m.	NOUN
bracis-28395	304	11	,	,	PUNCT
bracis-28395	304	12	le	le	X
bracis-28395	304	13	,	,	PUNCT
bracis-28395	304	14	q.	q.	PROPN
bracis-28395	304	15	:	:	PUNCT
bracis-28395	304	16	efficientnet	efficientnet	PROPN
bracis-28395	304	17	:	:	PUNCT
bracis-28395	304	18	rethinking	rethink	VERB
bracis-28395	304	19	model	model	NOUN
bracis-28395	304	20	scaling	scale	VERB
bracis-28395	304	21	for	for	ADP
bracis-28395	304	22	convolutional	convolutional	ADJ
bracis-28395	304	23	neural	neural	ADJ
bracis-28395	304	24	networks	network	NOUN
bracis-28395	304	25	.	.	PUNCT
bracis-28395	305	1	in	in	ADP
bracis-28395	305	2	:	:	PUNCT
bracis-28395	305	3	international	international	ADJ
bracis-28395	305	4	conference	conference	NOUN
bracis-28395	305	5	on	on	ADP
bracis-28395	305	6	machine	machine	NOUN
bracis-28395	305	7	learning	learning	NOUN
bracis-28395	305	8	,	,	PUNCT
bracis-28395	305	9	pp	pp	ADP
bracis-28395	305	10	.	.	PUNCT
bracis-28395	305	11	6105–6114	6105–6114	NOUN
bracis-28395	305	12	.	.	PUNCT
bracis-28395	306	1	pmlr	pmlr	NOUN
bracis-28395	306	2	(	(	PUNCT
bracis-28395	306	3	2019	2019	NUM
bracis-28395	306	4	)	)	PUNCT
bracis-28395	306	5	google	google	PROPN
bracis-28395	306	6	scholar	scholar	NOUN
bracis-28395	306	7	  	  	SPACE
bracis-28395	306	8	tola	tola	NOUN
bracis-28395	306	9	,	,	PUNCT
bracis-28395	306	10	e.	e.	PROPN
bracis-28395	306	11	,	,	PUNCT
bracis-28395	306	12	lepetit	lepetit	PROPN
bracis-28395	306	13	,	,	PUNCT
bracis-28395	306	14	v.	v.	PROPN
bracis-28395	306	15	,	,	PUNCT
bracis-28395	306	16	fua	fua	PROPN
bracis-28395	306	17	,	,	PUNCT
bracis-28395	306	18	p.	p.	NOUN
bracis-28395	306	19	:	:	PUNCT
bracis-28395	306	20	daisy	daisy	NOUN
bracis-28395	306	21	:	:	PUNCT
bracis-28395	306	22	an	an	DET
bracis-28395	306	23	efficient	efficient	ADJ
bracis-28395	306	24	dense	dense	ADJ
bracis-28395	306	25	descriptor	descriptor	NOUN
bracis-28395	306	26	applied	apply	VERB
bracis-28395	306	27	to	to	ADP
bracis-28395	306	28	wide	wide	ADJ
bracis-28395	306	29	-	-	PUNCT
bracis-28395	306	30	baseline	baseline	NOUN
bracis-28395	306	31	stereo	stereo	NOUN
bracis-28395	306	32	.	.	PUNCT
bracis-28395	307	1	ieee	ieee	PROPN
bracis-28395	307	2	trans	trans	PROPN
bracis-28395	307	3	.	.	PUNCT
bracis-28395	307	4	pattern	pattern	PROPN
bracis-28395	307	5	anal	anal	PROPN
bracis-28395	307	6	.	.	PUNCT
bracis-28395	308	1	mach	mach	PROPN
bracis-28395	308	2	.	.	PUNCT
bracis-28395	309	1	intell	intell	PROPN
bracis-28395	309	2	.	.	PUNCT
bracis-28395	310	1	32(5	32(5	NOUN
bracis-28395	310	2	)	)	PUNCT
bracis-28395	310	3	,	,	PUNCT
bracis-28395	310	4	815–830	815–830	NUM
bracis-28395	310	5	(	(	PUNCT
bracis-28395	310	6	2009	2009	NUM
bracis-28395	310	7	)	)	PUNCT
bracis-28395	310	8	article	article	NOUN
bracis-28395	310	9	  	  	SPACE
bracis-28395	310	10	google	google	PROPN
bracis-28395	310	11	scholar	scholar	NOUN
bracis-28395	310	12	  	  	SPACE
bracis-28395	310	13	yang	yang	PROPN
bracis-28395	310	14	,	,	PUNCT
bracis-28395	310	15	j.	j.	PROPN
bracis-28395	310	16	,	,	PUNCT
bracis-28395	310	17	jiang	jiang	PROPN
bracis-28395	310	18	,	,	PUNCT
bracis-28395	310	19	y.g	y.g	PROPN
bracis-28395	310	20	.	.	PROPN
bracis-28395	310	21	,	,	PUNCT
bracis-28395	310	22	hauptmann	hauptmann	PROPN
bracis-28395	310	23	,	,	PUNCT
bracis-28395	310	24	a.g	a.g	PROPN
bracis-28395	310	25	.	.	PROPN
bracis-28395	310	26	,	,	PUNCT
bracis-28395	310	27	ngo	ngo	PROPN
bracis-28395	310	28	,	,	PUNCT
bracis-28395	310	29	c.w	c.w	PROPN
bracis-28395	310	30	.	.	PROPN
bracis-28395	310	31	:	:	PUNCT
bracis-28395	310	32	evaluating	evaluate	VERB
bracis-28395	310	33	bag	bag	NOUN
bracis-28395	310	34	-	-	PUNCT
bracis-28395	310	35	of	of	ADP
bracis-28395	310	36	-	-	PUNCT
bracis-28395	310	37	visual	visual	ADJ
bracis-28395	310	38	-	-	PUNCT
bracis-28395	310	39	words	word	NOUN
bracis-28395	310	40	representations	representation	NOUN
bracis-28395	310	41	in	in	ADP
bracis-28395	310	42	scene	scene	NOUN
bracis-28395	310	43	classification	classification	NOUN
bracis-28395	310	44	.	.	PUNCT
bracis-28395	311	1	in	in	ADP
bracis-28395	311	2	:	:	PUNCT
bracis-28395	311	3	proceedings	proceeding	NOUN
bracis-28395	311	4	of	of	ADP
bracis-28395	311	5	the	the	DET
bracis-28395	311	6	international	international	ADJ
bracis-28395	311	7	workshop	workshop	NOUN
bracis-28395	311	8	on	on	ADP
bracis-28395	311	9	workshop	workshop	NOUN
bracis-28395	311	10	on	on	ADP
bracis-28395	311	11	multimedia	multimedia	NOUN
bracis-28395	311	12	information	information	NOUN
bracis-28395	311	13	retrieval	retrieval	NOUN
bracis-28395	311	14	,	,	PUNCT
bracis-28395	311	15	pp	pp	ADP
bracis-28395	311	16	.	.	PUNCT
bracis-28395	312	1	197–206	197–206	NUM
bracis-28395	312	2	(	(	PUNCT
bracis-28395	312	3	2007	2007	NUM
bracis-28395	312	4	)	)	PUNCT
bracis-28395	312	5	google	google	PROPN
bracis-28395	312	6	scholar	scholar	NOUN
bracis-28395	312	7	  	  	SPACE
bracis-28395	312	8	download	download	NOUN
bracis-28395	312	9	references	reference	NOUN
bracis-28395	312	10	author	author	NOUN
bracis-28395	312	11	information	information	NOUN
bracis-28395	312	12	authors	author	NOUN
bracis-28395	312	13	and	and	CCONJ
bracis-28395	312	14	affiliations	affiliation	NOUN
bracis-28395	312	15	computing	computing	PROPN
bracis-28395	312	16	department	department	PROPN
bracis-28395	312	17	,	,	PUNCT
bracis-28395	312	18	federal	federal	ADJ
bracis-28395	312	19	university	university	PROPN
bracis-28395	312	20	of	of	ADP
bracis-28395	312	21	ouro	ouro	PROPN
bracis-28395	312	22	preto	preto	PROPN
bracis-28395	312	23	(	(	PUNCT
bracis-28395	312	24	ufop	ufop	NOUN
bracis-28395	312	25	)	)	PUNCT
bracis-28395	312	26	,	,	PUNCT
bracis-28395	312	27	ouro	ouro	PROPN
bracis-28395	312	28	preto	preto	PROPN
bracis-28395	312	29	,	,	PUNCT
bracis-28395	312	30	mg	mg	PROPN
bracis-28395	312	31	,	,	PUNCT
bracis-28395	312	32	35402	35402	NUM
bracis-28395	312	33	-	-	SYM
bracis-28395	312	34	163	163	NUM
bracis-28395	312	35	,	,	PUNCT
bracis-28395	312	36	brazil	brazil	PROPN
bracis-28395	312	37	pedro	pedro	PROPN
bracis-28395	312	38	castro	castro	PROPN
bracis-28395	312	39	,	,	PUNCT
bracis-28395	312	40	 	 	SPACE
bracis-28395	312	41	pedro	pedro	PROPN
bracis-28395	312	42	silva	silva	PROPN
bracis-28395	312	43	,	,	PUNCT
bracis-28395	312	44	 	 	SPACE
bracis-28395	312	45	andrea	andrea	PROPN
bracis-28395	312	46	g.	g.	PROPN
bracis-28395	312	47	c.	c.	PROPN
bracis-28395	312	48	bianchi	bianchi	PROPN
bracis-28395	312	49	,	,	PUNCT
bracis-28395	312	50	 	 	SPACE
bracis-28395	312	51	gladston	gladston	PROPN
bracis-28395	312	52	moreira	moreira	PROPN
bracis-28395	312	53	 	 	SPACE
bracis-28395	312	54	&	&	CCONJ
bracis-28395	312	55	 	 	SPACE
bracis-28395	312	56	eduardo	eduardo	PROPN
bracis-28395	312	57	luz	luz	PROPN
bracis-28395	312	58	brazuca	brazuca	PROPN
bracis-28395	312	59	lúpulos	lúpulos	PROPN
bracis-28395	312	60	,	,	PUNCT
bracis-28395	312	61	petrópolis	petrópolis	PROPN
bracis-28395	312	62	,	,	PUNCT
bracis-28395	312	63	rj	rj	PROPN
bracis-28395	312	64	,	,	PUNCT
bracis-28395	312	65	25610	25610	NUM
bracis-28395	312	66	-	-	SYM
bracis-28395	312	67	080	080	NUM
bracis-28395	312	68	,	,	PUNCT
bracis-28395	312	69	brazil	brazil	PROPN
bracis-28395	312	70	gabriel	gabriel	PROPN
bracis-28395	312	71	fortuna	fortuna	PROPN
bracis-28395	312	72	authors	authors	PROPN
bracis-28395	312	73	pedro	pedro	PROPN
bracis-28395	312	74	castroview	castroview	PROPN
bracis-28395	312	75	author	author	NOUN
bracis-28395	312	76	publications	publication	NOUN
bracis-28395	312	77	search	search	NOUN
bracis-28395	312	78	author	author	NOUN
bracis-28395	312	79	on	on	ADP
bracis-28395	312	80	:	:	PUNCT
bracis-28395	312	81	pubmed	pubmed	PROPN
bracis-28395	312	82	 	 	SPACE
bracis-28395	312	83	google	google	PROPN
bracis-28395	312	84	scholar	scholar	PROPN
bracis-28395	312	85	gabriel	gabriel	PROPN
bracis-28395	312	86	fortunaview	fortunaview	PROPN
bracis-28395	312	87	author	author	NOUN
bracis-28395	312	88	publications	publication	NOUN
bracis-28395	312	89	search	search	NOUN
bracis-28395	312	90	author	author	NOUN
bracis-28395	312	91	on	on	ADP
bracis-28395	312	92	:	:	PUNCT
bracis-28395	312	93	pubmed	pubmed	PROPN
bracis-28395	312	94	 	 	SPACE
bracis-28395	312	95	google	google	PROPN
bracis-28395	312	96	scholar	scholar	PROPN
bracis-28395	312	97	pedro	pedro	PROPN
bracis-28395	312	98	silvaview	silvaview	PROPN
bracis-28395	312	99	author	author	NOUN
bracis-28395	312	100	publications	publication	NOUN
bracis-28395	312	101	search	search	NOUN
bracis-28395	312	102	author	author	NOUN
bracis-28395	312	103	on	on	ADP
bracis-28395	312	104	:	:	PUNCT
bracis-28395	312	105	pubmed	pubmed	PROPN
bracis-28395	312	106	 	 	SPACE
bracis-28395	312	107	google	google	PROPN
bracis-28395	312	108	scholar	scholar	PROPN
bracis-28395	312	109	andrea	andrea	PROPN
bracis-28395	312	110	g.	g.	PROPN
bracis-28395	312	111	c.	c.	PROPN
bracis-28395	312	112	bianchiview	bianchiview	PROPN
bracis-28395	312	113	author	author	NOUN
bracis-28395	312	114	publications	publication	NOUN
bracis-28395	312	115	search	search	NOUN
bracis-28395	312	116	author	author	NOUN
bracis-28395	312	117	on	on	ADP
bracis-28395	312	118	:	:	PUNCT
bracis-28395	312	119	pubmed	pubmed	PROPN
bracis-28395	312	120	 	 	SPACE
bracis-28395	312	121	google	google	PROPN
bracis-28395	312	122	scholar	scholar	NOUN
bracis-28395	312	123	gladston	gladston	NOUN
bracis-28395	312	124	moreiraview	moreiraview	NOUN
bracis-28395	312	125	author	author	NOUN
bracis-28395	312	126	publications	publication	NOUN
bracis-28395	312	127	search	search	NOUN
bracis-28395	312	128	author	author	NOUN
bracis-28395	312	129	on	on	ADP
bracis-28395	312	130	:	:	PUNCT
bracis-28395	312	131	pubmed	pubmed	PROPN
bracis-28395	312	132	 	 	SPACE
bracis-28395	312	133	google	google	PROPN
bracis-28395	312	134	scholar	scholar	PROPN
bracis-28395	312	135	eduardo	eduardo	PROPN
bracis-28395	312	136	luzview	luzview	PROPN
bracis-28395	312	137	author	author	NOUN
bracis-28395	312	138	publications	publication	NOUN
bracis-28395	312	139	search	search	NOUN
bracis-28395	312	140	author	author	NOUN
bracis-28395	312	141	on	on	ADP
bracis-28395	312	142	:	:	PUNCT
bracis-28395	312	143	pubmed	pubmed	PROPN
bracis-28395	312	144	 	 	SPACE
bracis-28395	312	145	google	google	PROPN
bracis-28395	312	146	scholar	scholar	NOUN
bracis-28395	312	147	corresponding	correspond	VERB
bracis-28395	312	148	author	author	NOUN
bracis-28395	312	149	correspondence	correspondence	NOUN
bracis-28395	312	150	to	to	ADP
bracis-28395	312	151	eduardo	eduardo	PROPN
bracis-28395	312	152	luz	luz	PROPN
bracis-28395	312	153	.	.	PUNCT
bracis-28395	313	1	editor	editor	NOUN
bracis-28395	313	2	information	information	NOUN
bracis-28395	313	3	editors	editor	NOUN
bracis-28395	313	4	and	and	CCONJ
bracis-28395	313	5	affiliations	affiliation	NOUN
bracis-28395	313	6	federal	federal	PROPN
bracis-28395	313	7	university	university	PROPN
bracis-28395	313	8	of	of	ADP
bracis-28395	313	9	são	são	PROPN
bracis-28395	313	10	carlos	carlos	PROPN
bracis-28395	313	11	,	,	PUNCT
bracis-28395	313	12	são	são	PROPN
bracis-28395	313	13	carlos	carlos	PROPN
bracis-28395	313	14	,	,	PUNCT
bracis-28395	313	15	brazil	brazil	PROPN
bracis-28395	313	16	murilo	murilo	PROPN
bracis-28395	313	17	c.	c.	PROPN
bracis-28395	313	18	naldi	naldi	PROPN
bracis-28395	313	19	centro	centro	PROPN
bracis-28395	313	20	universitario	universitario	PROPN
bracis-28395	313	21	da	da	PROPN
bracis-28395	313	22	fei	fei	PROPN
bracis-28395	313	23	,	,	PUNCT
bracis-28395	313	24	são	são	PROPN
bracis-28395	313	25	bernardo	bernardo	PROPN
bracis-28395	313	26	do	do	AUX
bracis-28395	313	27	campo	campo	PROPN
bracis-28395	313	28	,	,	PUNCT
bracis-28395	313	29	brazil	brazil	PROPN
bracis-28395	313	30	reinaldo	reinaldo	PROPN
bracis-28395	313	31	a.	a.	PROPN
bracis-28395	313	32	c.	c.	PROPN
bracis-28395	313	33	bianchi	bianchi	PROPN
bracis-28395	313	34	rights	right	NOUN
bracis-28395	313	35	and	and	CCONJ
bracis-28395	313	36	permissions	permission	NOUN
bracis-28395	313	37	reprints	reprint	NOUN
bracis-28395	313	38	and	and	CCONJ
bracis-28395	313	39	permissions	permission	VERB
bracis-28395	313	40	copyright	copyright	NOUN
bracis-28395	313	41	information	information	NOUN
bracis-28395	313	42	©	©	ADP
bracis-28395	313	43	2023	2023	NUM
bracis-28395	313	44	the	the	DET
bracis-28395	313	45	author(s	author(s	NOUN
bracis-28395	313	46	)	)	PUNCT
bracis-28395	313	47	,	,	PUNCT
bracis-28395	313	48	under	under	ADP
bracis-28395	313	49	exclusive	exclusive	ADJ
bracis-28395	313	50	license	license	NOUN
bracis-28395	313	51	to	to	ADP
bracis-28395	313	52	springer	springer	NOUN
bracis-28395	313	53	nature	nature	PROPN
bracis-28395	313	54	switzerland	switzerland	PROPN
bracis-28395	313	55	ag	ag	PROPN
bracis-28395	313	56	about	about	ADP
bracis-28395	313	57	this	this	DET
bracis-28395	313	58	paper	paper	NOUN
bracis-28395	313	59	cite	cite	VERB
bracis-28395	313	60	this	this	DET
bracis-28395	313	61	paper	paper	NOUN
bracis-28395	313	62	castro	castro	NOUN
bracis-28395	313	63	,	,	PUNCT
bracis-28395	313	64	p.	p.	PROPN
bracis-28395	313	65	,	,	PUNCT
bracis-28395	313	66	fortuna	fortuna	PROPN
bracis-28395	313	67	,	,	PUNCT
bracis-28395	313	68	g.	g.	PROPN
bracis-28395	313	69	,	,	PUNCT
bracis-28395	313	70	silva	silva	PROPN
bracis-28395	313	71	,	,	PUNCT
bracis-28395	313	72	p.	p.	PROPN
bracis-28395	313	73	,	,	PUNCT
bracis-28395	313	74	bianchi	bianchi	PROPN
bracis-28395	313	75	,	,	PUNCT
bracis-28395	313	76	a.g.c	a.g.c	PROPN
bracis-28395	313	77	.	.	PROPN
bracis-28395	313	78	,	,	PUNCT
bracis-28395	313	79	moreira	moreira	PROPN
bracis-28395	313	80	,	,	PUNCT
bracis-28395	313	81	g.	g.	PROPN
bracis-28395	313	82	,	,	PUNCT
bracis-28395	313	83	luz	luz	PROPN
bracis-28395	313	84	,	,	PUNCT
bracis-28395	313	85	e.	e.	PROPN
bracis-28395	313	86	(	(	PUNCT
bracis-28395	313	87	2023	2023	NUM
bracis-28395	313	88	)	)	PUNCT
bracis-28395	313	89	.	.	PUNCT
bracis-28395	314	1	merging	merge	VERB
bracis-28395	314	2	traditional	traditional	ADJ
bracis-28395	314	3	feature	feature	NOUN
bracis-28395	314	4	extraction	extraction	NOUN
bracis-28395	314	5	and	and	CCONJ
bracis-28395	314	6	 	 	SPACE
bracis-28395	314	7	deep	deep	ADJ
bracis-28395	314	8	learning	learning	NOUN
bracis-28395	314	9	for	for	ADP
bracis-28395	314	10	 	 	SPACE
bracis-28395	314	11	enhanced	enhance	VERB
bracis-28395	314	12	hop	hop	PROPN
bracis-28395	314	13	variety	variety	NOUN
bracis-28395	314	14	classification	classification	NOUN
bracis-28395	314	15	:	:	PUNCT
bracis-28395	314	16	a	a	DET
bracis-28395	314	17	comparative	comparative	ADJ
bracis-28395	314	18	study	study	NOUN
bracis-28395	314	19	using	use	VERB
bracis-28395	314	20	the	the	DET
bracis-28395	314	21	 	 	SPACE
bracis-28395	314	22	ufop	ufop	NOUN
bracis-28395	314	23	-	-	PUNCT
bracis-28395	314	24	hvd	hvd	PROPN
bracis-28395	314	25	dataset	dataset	NOUN
bracis-28395	314	26	.	.	PUNCT
bracis-28395	315	1	in	in	ADP
bracis-28395	315	2	:	:	PUNCT
bracis-28395	315	3	naldi	naldi	PROPN
bracis-28395	315	4	,	,	PUNCT
bracis-28395	315	5	m.c	m.c	PROPN
bracis-28395	315	6	.	.	PROPN
bracis-28395	315	7	,	,	PUNCT
bracis-28395	315	8	bianchi	bianchi	PROPN
bracis-28395	315	9	,	,	PUNCT
bracis-28395	315	10	r.a.c	r.a.c	ADP
bracis-28395	315	11	.	.	PUNCT
bracis-28395	315	12	(	(	PUNCT
bracis-28395	315	13	eds	ed	NOUN
bracis-28395	315	14	)	)	PUNCT
bracis-28395	315	15	intelligent	intelligent	ADJ
bracis-28395	315	16	systems	system	NOUN
bracis-28395	315	17	.	.	PUNCT
bracis-28395	316	1	bracis	bracis	PROPN
bracis-28395	316	2	2023	2023	NUM
bracis-28395	316	3	.	.	PUNCT
bracis-28395	317	1	lecture	lecture	NOUN
bracis-28395	317	2	notes	note	NOUN
bracis-28395	317	3	in	in	ADP
bracis-28395	317	4	computer	computer	NOUN
bracis-28395	317	5	science	science	NOUN
bracis-28395	317	6	(	(	PUNCT
bracis-28395	317	7	)	)	PUNCT
bracis-28395	317	8	,	,	PUNCT
bracis-28395	317	9	vol	vol	NOUN
bracis-28395	317	10	14196	14196	NUM
bracis-28395	317	11	.	.	PUNCT
bracis-28395	318	1	springer	springer	NOUN
bracis-28395	318	2	,	,	PUNCT
bracis-28395	318	3	cham	cham	PROPN
bracis-28395	318	4	.	.	PUNCT
bracis-28395	319	1	https://doi.org/10.1007/978-3-031-45389-2_21	https://doi.org/10.1007/978-3-031-45389-2_21	PROPN
bracis-28395	319	2	download	download	NOUN
bracis-28395	319	3	citation	citation	NOUN
bracis-28395	319	4	.ris	.ris	PUNCT
bracis-28395	319	5	.enw	.enw	PROPN
bracis-28395	319	6	.bib	.bib	PUNCT
bracis-28395	320	1	doi	doi	PROPN
bracis-28395	320	2	:	:	PUNCT
bracis-28395	320	3	https://doi.org/10.1007/978-3-031-45389-2_21	https://doi.org/10.1007/978-3-031-45389-2_21	PUNCT
bracis-28395	320	4	published	publish	VERB
bracis-28395	320	5	:	:	PUNCT
bracis-28395	320	6	12	12	NUM
bracis-28395	320	7	october	october	PROPN
bracis-28395	320	8	2023	2023	NUM
bracis-28395	320	9	publisher	publisher	NOUN
bracis-28395	320	10	name	name	NOUN
bracis-28395	320	11	:	:	PUNCT
bracis-28395	320	12	springer	springer	NOUN
bracis-28395	320	13	,	,	PUNCT
bracis-28395	320	14	cham	cham	PROPN
bracis-28395	320	15	print	print	PROPN
bracis-28395	320	16	isbn	isbn	PROPN
bracis-28395	320	17	:	:	PUNCT
bracis-28395	320	18	978	978	NUM
bracis-28395	320	19	-	-	SYM
bracis-28395	320	20	3	3	NUM
bracis-28395	320	21	-	-	PUNCT
bracis-28395	320	22	031	031	NUM
bracis-28395	320	23	-	-	PUNCT
bracis-28395	320	24	45388	45388	NUM
bracis-28395	320	25	-	-	SYM
bracis-28395	320	26	5	5	NUM
bracis-28395	320	27	online	online	ADJ
bracis-28395	320	28	isbn	isbn	NOUN
bracis-28395	320	29	:	:	PUNCT
bracis-28395	320	30	978	978	NUM
bracis-28395	320	31	-	-	SYM
bracis-28395	320	32	3	3	NUM
bracis-28395	320	33	-	-	PUNCT
bracis-28395	320	34	031	031	NUM
bracis-28395	320	35	-	-	PUNCT
bracis-28395	320	36	45389	45389	NUM
bracis-28395	320	37	-	-	SYM
bracis-28395	320	38	2	2	NUM
bracis-28395	320	39	ebook	ebook	NOUN
bracis-28395	320	40	packages	package	NOUN
bracis-28395	320	41	:	:	PUNCT
bracis-28395	320	42	computer	computer	NOUN
bracis-28395	320	43	sciencecomputer	sciencecomputer	NOUN
bracis-28395	320	44	science	science	NOUN
bracis-28395	320	45	(	(	PUNCT
bracis-28395	320	46	r0	r0	NOUN
bracis-28395	320	47	)	)	PUNCT
bracis-28395	320	48	share	share	VERB
bracis-28395	320	49	this	this	DET
bracis-28395	320	50	paper	paper	NOUN
bracis-28395	320	51	anyone	anyone	PRON
bracis-28395	320	52	you	you	PRON
bracis-28395	320	53	share	share	VERB
bracis-28395	320	54	the	the	DET
bracis-28395	320	55	following	follow	VERB
bracis-28395	320	56	link	link	NOUN
bracis-28395	320	57	with	with	ADP
bracis-28395	320	58	will	will	AUX
bracis-28395	320	59	be	be	AUX
bracis-28395	320	60	able	able	ADJ
bracis-28395	320	61	to	to	PART
bracis-28395	320	62	read	read	VERB
bracis-28395	320	63	this	this	DET
bracis-28395	320	64	content	content	NOUN
bracis-28395	320	65	:	:	PUNCT
bracis-28395	320	66	get	get	VERB
bracis-28395	320	67	shareable	shareable	ADJ
bracis-28395	320	68	linksorry	linksorry	NOUN
bracis-28395	320	69	,	,	PUNCT
bracis-28395	320	70	a	a	DET
bracis-28395	320	71	shareable	shareable	ADJ
bracis-28395	320	72	link	link	NOUN
bracis-28395	320	73	is	be	AUX
bracis-28395	320	74	not	not	PART
bracis-28395	320	75	currently	currently	ADV
bracis-28395	320	76	available	available	ADJ
bracis-28395	320	77	for	for	ADP
bracis-28395	320	78	this	this	DET
bracis-28395	320	79	article	article	NOUN
bracis-28395	320	80	.	.	PUNCT
bracis-28395	321	1	copy	copy	VERB
bracis-28395	321	2	shareable	shareable	ADJ
bracis-28395	321	3	link	link	NOUN
bracis-28395	321	4	to	to	PART
bracis-28395	321	5	clipboard	clipboard	NOUN
bracis-28395	321	6	provided	provide	VERB
bracis-28395	321	7	by	by	ADP
bracis-28395	321	8	the	the	DET
bracis-28395	321	9	springer	springer	NOUN
bracis-28395	321	10	nature	nature	PROPN
bracis-28395	321	11	sharedit	sharedit	PROPN
bracis-28395	321	12	content	content	NOUN
bracis-28395	321	13	-	-	PUNCT
bracis-28395	321	14	sharing	share	VERB
bracis-28395	321	15	initiative	initiative	NOUN
bracis-28395	321	16	keywords	keyword	NOUN
bracis-28395	321	17	hop	hop	PROPN
bracis-28395	321	18	variety	variety	NOUN
bracis-28395	321	19	plant	plant	NOUN
bracis-28395	321	20	recognition	recognition	NOUN
bracis-28395	321	21	deep	deep	ADJ
bracis-28395	321	22	learning	learn	VERB
bracis-28395	321	23	ensemble	ensemble	ADJ
bracis-28395	321	24	cnn	cnn	PROPN
bracis-28395	321	25	publish	publish	VERB
bracis-28395	321	26	with	with	ADP
bracis-28395	321	27	us	us	PROPN
bracis-28395	321	28	policies	policy	NOUN
bracis-28395	321	29	and	and	CCONJ
bracis-28395	321	30	ethics	ethic	NOUN
bracis-28395	321	31	profiles	profile	NOUN
bracis-28395	321	32	gladston	gladston	VERB
bracis-28395	321	33	moreira	moreira	PROPN
bracis-28395	321	34	view	view	PROPN
bracis-28395	321	35	author	author	NOUN
bracis-28395	321	36	profile	profile	PROPN
bracis-28395	321	37	eduardo	eduardo	PROPN
bracis-28395	321	38	luz	luz	PROPN
bracis-28395	321	39	view	view	PROPN
bracis-28395	321	40	author	author	NOUN
bracis-28395	321	41	profile	profile	NOUN
bracis-28395	321	42	search	search	NOUN
bracis-28395	321	43	search	search	NOUN
bracis-28395	321	44	by	by	ADP
bracis-28395	321	45	keyword	keyword	NOUN
bracis-28395	321	46	or	or	CCONJ
bracis-28395	321	47	author	author	NOUN
bracis-28395	321	48	search	search	NOUN
bracis-28395	321	49	navigation	navigation	NOUN
bracis-28395	321	50	find	find	VERB
bracis-28395	321	51	a	a	DET
bracis-28395	321	52	journal	journal	NOUN
bracis-28395	321	53	publish	publish	VERB
bracis-28395	321	54	with	with	ADP
bracis-28395	321	55	us	we	PRON
bracis-28395	321	56	track	track	VERB
bracis-28395	321	57	your	your	PRON
bracis-28395	321	58	research	research	NOUN
bracis-28395	321	59	discover	discover	VERB
bracis-28395	321	60	content	content	NOUN
bracis-28395	321	61	journals	journal	NOUN
bracis-28395	321	62	a	a	DET
bracis-28395	321	63	-	-	PUNCT
bracis-28395	321	64	z	z	NOUN
bracis-28395	321	65	books	book	NOUN
bracis-28395	321	66	a	a	DET
bracis-28395	321	67	-	-	PUNCT
bracis-28395	321	68	z	z	NOUN
bracis-28395	321	69	publish	publish	NOUN
bracis-28395	321	70	with	with	ADP
bracis-28395	321	71	us	us	PROPN
bracis-28395	321	72	journal	journal	PROPN
bracis-28395	321	73	finder	finder	PROPN
bracis-28395	321	74	publish	publish	VERB
bracis-28395	321	75	your	your	PRON
bracis-28395	321	76	research	research	NOUN
bracis-28395	321	77	language	language	NOUN
bracis-28395	321	78	editing	edit	VERB
bracis-28395	321	79	open	open	ADJ
bracis-28395	321	80	access	access	NOUN
bracis-28395	321	81	publishing	publishing	NOUN
bracis-28395	321	82	products	product	NOUN
bracis-28395	321	83	and	and	CCONJ
bracis-28395	321	84	services	service	NOUN
bracis-28395	321	85	our	our	PRON
bracis-28395	321	86	products	product	NOUN
bracis-28395	321	87	librarians	librarian	VERB
bracis-28395	321	88	societies	society	NOUN
bracis-28395	321	89	partners	partner	NOUN
bracis-28395	321	90	and	and	CCONJ
bracis-28395	321	91	advertisers	advertiser	NOUN
bracis-28395	321	92	our	our	PRON
bracis-28395	321	93	brands	brand	NOUN
bracis-28395	321	94	springer	springer	NOUN
bracis-28395	321	95	nature	nature	PROPN
bracis-28395	321	96	portfolio	portfolio	PROPN
bracis-28395	321	97	bmc	bmc	PROPN
bracis-28395	321	98	palgrave	palgrave	PROPN
bracis-28395	321	99	macmillan	macmillan	PROPN
bracis-28395	321	100	apress	apress	PROPN
bracis-28395	321	101	discover	discover	VERB
bracis-28395	321	102	your	your	PRON
bracis-28395	321	103	privacy	privacy	NOUN
bracis-28395	321	104	choices	choice	NOUN
bracis-28395	321	105	/	/	SYM
bracis-28395	321	106	manage	manage	NOUN
bracis-28395	321	107	cookies	cookie	NOUN
bracis-28395	321	108	your	your	PRON
bracis-28395	321	109	us	us	PROPN
bracis-28395	322	1	state	state	NOUN
bracis-28395	322	2	privacy	privacy	NOUN
bracis-28395	322	3	rights	right	NOUN
bracis-28395	322	4	accessibility	accessibility	NOUN
bracis-28395	322	5	statement	statement	NOUN
bracis-28395	322	6	terms	term	NOUN
bracis-28395	322	7	and	and	CCONJ
bracis-28395	322	8	conditions	condition	NOUN
bracis-28395	322	9	privacy	privacy	NOUN
bracis-28395	322	10	policy	policy	NOUN
bracis-28395	322	11	help	help	NOUN
bracis-28395	322	12	and	and	CCONJ
bracis-28395	322	13	support	support	VERB
bracis-28395	322	14	legal	legal	ADJ
bracis-28395	322	15	notice	notice	NOUN
bracis-28395	322	16	cancel	cancel	VERB
bracis-28395	322	17	contracts	contract	NOUN
bracis-28395	322	18	here	here	ADV
bracis-28395	322	19	129.74.145.123	129.74.145.123	NUM
bracis-28395	322	20	hesburgh	hesburgh	PROPN
bracis-28395	322	21	library	library	PROPN
bracis-28395	322	22	er	er	INTJ
bracis-28395	322	23	unit	unit	NOUN
bracis-28395	322	24	(	(	PUNCT
bracis-28395	322	25	3005732405	3005732405	NUM
bracis-28395	322	26	)	)	PUNCT
bracis-28395	322	27	northeast	northeast	ADJ
bracis-28395	322	28	research	research	NOUN
bracis-28395	322	29	libraries	library	NOUN
bracis-28395	322	30	(	(	PUNCT
bracis-28395	322	31	nerl	nerl	PROPN
bracis-28395	322	32	)	)	PUNCT
bracis-28395	322	33	(	(	PUNCT
bracis-28395	322	34	8200828607	8200828607	NUM
bracis-28395	322	35	)	)	PUNCT
bracis-28395	322	36	nerl	nerl	VERB
bracis-28395	322	37	ta	ta	X
bracis-28395	322	38	account	account	NOUN
bracis-28395	322	39	(	(	PUNCT
bracis-28395	322	40	3006206169	3006206169	NUM
bracis-28395	322	41	)	)	PUNCT
bracis-28395	322	42	university	university	NOUN
bracis-28395	322	43	of	of	ADP
bracis-28395	322	44	notre	notre	PROPN
bracis-28395	322	45	dame	dame	PROPN
bracis-28395	322	46	hesburgh	hesburgh	PROPN
bracis-28395	322	47	library	library	NOUN
bracis-28395	322	48	(	(	PUNCT
bracis-28395	322	49	3000184373	3000184373	NUM
bracis-28395	322	50	)	)	PUNCT
bracis-28395	323	1	©	©	ADP
bracis-28395	323	2	2025	2025	NUM
bracis-28395	323	3	springer	springer	NOUN
bracis-28395	323	4	nature	nature	NOUN