id	sid	tid	token	lemma	pos
bracis-28414	1	1	multiple	multiple	ADJ
bracis-28414	1	2	object	object	NOUN
bracis-28414	1	3	tracking	tracking	NOUN
bracis-28414	1	4	in	in	ADP
bracis-28414	1	5	native	native	ADJ
bracis-28414	1	6	bee	bee	PROPN
bracis-28414	1	7	hives	hive	VERB
bracis-28414	1	8	:	:	PUNCT
bracis-28414	1	9	a	a	DET
bracis-28414	1	10	case	case	NOUN
bracis-28414	1	11	study	study	NOUN
bracis-28414	1	12	with	with	ADP
bracis-28414	1	13	jataí	jataí	NOUN
bracis-28414	1	14	in	in	ADP
bracis-28414	1	15	the	the	DET
bracis-28414	1	16	field	field	NOUN
bracis-28414	1	17	|	|	ADV
bracis-28414	1	18	springer	springer	NOUN
bracis-28414	1	19	nature	nature	PROPN
bracis-28414	1	20	link	link	PROPN
bracis-28414	1	21	(	(	PUNCT
bracis-28414	1	22	formerly	formerly	ADV
bracis-28414	1	23	springerlink	springerlink	NOUN
bracis-28414	1	24	)	)	PUNCT
bracis-28414	1	25	skip	skip	VERB
bracis-28414	1	26	to	to	ADP
bracis-28414	1	27	main	main	ADJ
bracis-28414	1	28	content	content	NOUN
bracis-28414	1	29	advertisement	advertisement	NOUN
bracis-28414	1	30	log	log	NOUN
bracis-28414	1	31	in	in	ADP
bracis-28414	1	32	menu	menu	NOUN
bracis-28414	1	33	find	find	VERB
bracis-28414	1	34	a	a	DET
bracis-28414	1	35	journal	journal	NOUN
bracis-28414	1	36	publish	publish	VERB
bracis-28414	1	37	with	with	ADP
bracis-28414	1	38	us	we	PRON
bracis-28414	1	39	track	track	VERB
bracis-28414	1	40	your	your	PRON
bracis-28414	1	41	research	research	NOUN
bracis-28414	1	42	search	search	NOUN
bracis-28414	1	43	cart	cart	NOUN
bracis-28414	1	44	home	home	NOUN
bracis-28414	1	45	intelligent	intelligent	ADJ
bracis-28414	1	46	systems	system	NOUN
bracis-28414	1	47	conference	conference	NOUN
bracis-28414	1	48	paper	paper	NOUN
bracis-28414	1	49	multiple	multiple	ADJ
bracis-28414	1	50	object	object	NOUN
bracis-28414	1	51	tracking	tracking	NOUN
bracis-28414	1	52	in	in	ADP
bracis-28414	1	53	native	native	ADJ
bracis-28414	1	54	bee	bee	PROPN
bracis-28414	1	55	hives	hive	VERB
bracis-28414	1	56	:	:	PUNCT
bracis-28414	1	57	a	a	DET
bracis-28414	1	58	case	case	NOUN
bracis-28414	1	59	study	study	NOUN
bracis-28414	1	60	with	with	ADP
bracis-28414	1	61	jataí	jataí	NOUN
bracis-28414	1	62	in	in	ADP
bracis-28414	1	63	the	the	DET
bracis-28414	1	64	field	field	NOUN
bracis-28414	1	65	conference	conference	NOUN
bracis-28414	1	66	paper	paper	NOUN
bracis-28414	1	67	first	first	ADV
bracis-28414	1	68	online	online	ADV
bracis-28414	1	69	:	:	PUNCT
bracis-28414	1	70	12	12	NUM
bracis-28414	1	71	october	october	NOUN
bracis-28414	1	72	2023	2023	NUM
bracis-28414	1	73	pp	pp	PROPN
bracis-28414	1	74	176–191	176–191	NUM
bracis-28414	1	75	cite	cite	VERB
bracis-28414	1	76	this	this	DET
bracis-28414	1	77	conference	conference	NOUN
bracis-28414	1	78	paper	paper	NOUN
bracis-28414	1	79	access	access	NOUN
bracis-28414	1	80	provided	provide	VERB
bracis-28414	1	81	by	by	ADP
bracis-28414	1	82	university	university	PROPN
bracis-28414	1	83	of	of	ADP
bracis-28414	1	84	notre	notre	PROPN
bracis-28414	1	85	dame	dame	PROPN
bracis-28414	1	86	hesburgh	hesburgh	PROPN
bracis-28414	1	87	library	library	PROPN
bracis-28414	1	88	download	download	PROPN
bracis-28414	1	89	book	book	NOUN
bracis-28414	1	90	pdf	pdf	PROPN
bracis-28414	1	91	download	download	NOUN
bracis-28414	1	92	book	book	NOUN
bracis-28414	1	93	epub	epub	PROPN
bracis-28414	1	94	intelligent	intelligent	ADJ
bracis-28414	1	95	systems	system	NOUN
bracis-28414	1	96	(	(	PUNCT
bracis-28414	1	97	bracis	bracis	NOUN
bracis-28414	1	98	2023	2023	NUM
bracis-28414	1	99	)	)	PUNCT
bracis-28414	1	100	multiple	multiple	ADJ
bracis-28414	1	101	object	object	NOUN
bracis-28414	1	102	tracking	tracking	NOUN
bracis-28414	1	103	in	in	ADP
bracis-28414	1	104	native	native	ADJ
bracis-28414	1	105	bee	bee	PROPN
bracis-28414	1	106	hives	hive	VERB
bracis-28414	1	107	:	:	PUNCT
bracis-28414	1	108	a	a	DET
bracis-28414	1	109	case	case	NOUN
bracis-28414	1	110	study	study	NOUN
bracis-28414	1	111	with	with	ADP
bracis-28414	1	112	jataí	jataí	NOUN
bracis-28414	1	113	in	in	ADP
bracis-28414	1	114	the	the	DET
bracis-28414	1	115	field	field	NOUN
bracis-28414	1	116	download	download	NOUN
bracis-28414	1	117	book	book	NOUN
bracis-28414	1	118	pdf	pdf	PROPN
bracis-28414	1	119	download	download	NOUN
bracis-28414	1	120	book	book	PROPN
bracis-28414	1	121	epub	epub	PROPN
bracis-28414	1	122	rodolfo	rodolfo	PROPN
bracis-28414	1	123	r.	r.	PROPN
bracis-28414	1	124	v.	v.	PROPN
bracis-28414	1	125	leocádio	leocádio	PROPN
bracis-28414	1	126	  	  	SPACE
bracis-28414	1	127	orcid	orcid	NOUN
bracis-28414	1	128	:	:	PUNCT
bracis-28414	1	129	orcid.org/0000-0002-0567-30319	orcid.org/0000-0002-0567-30319	PROPN
bracis-28414	1	130	,	,	PUNCT
bracis-28414	2	1	alan	alan	PROPN
bracis-28414	2	2	kardek	kardek	PROPN
bracis-28414	2	3	rêgo	rêgo	PROPN
bracis-28414	2	4	segundo	segundo	NOUN
bracis-28414	2	5	  	  	SPACE
bracis-28414	2	6	orcid	orcid	NOUN
bracis-28414	2	7	:	:	PUNCT
bracis-28414	2	8	orcid.org/0000-0002-9272-06679,10	orcid.org/0000-0002-9272-06679,10	PROPN
bracis-28414	2	9	&	&	CCONJ
bracis-28414	2	10	gustavo	gustavo	PROPN
bracis-28414	2	11	pessin	pessin	PROPN
bracis-28414	2	12	  	  	SPACE
bracis-28414	2	13	orcid	orcid	NOUN
bracis-28414	2	14	:	:	PUNCT
bracis-28414	3	1	orcid.org/0000-0002-7411-92299,10	orcid.org/0000-0002-7411-92299,10	PRON
bracis-28414	3	2	  	  	SPACE
bracis-28414	3	3	part	part	NOUN
bracis-28414	3	4	of	of	ADP
bracis-28414	3	5	the	the	DET
bracis-28414	3	6	book	book	NOUN
bracis-28414	3	7	series	series	NOUN
bracis-28414	3	8	:	:	PUNCT
bracis-28414	3	9	lecture	lecture	NOUN
bracis-28414	3	10	notes	note	NOUN
bracis-28414	3	11	in	in	ADP
bracis-28414	3	12	computer	computer	NOUN
bracis-28414	3	13	science	science	NOUN
bracis-28414	3	14	(	(	PUNCT
bracis-28414	3	15	(	(	PUNCT
bracis-28414	3	16	lnai	lnai	ADJ
bracis-28414	3	17	,	,	PUNCT
bracis-28414	3	18	volume	volume	NOUN
bracis-28414	3	19	14197	14197	NUM
bracis-28414	3	20	)	)	PUNCT
bracis-28414	3	21	)	)	PUNCT
bracis-28414	3	22	included	include	VERB
bracis-28414	3	23	in	in	ADP
bracis-28414	3	24	the	the	DET
bracis-28414	3	25	following	follow	VERB
bracis-28414	3	26	conference	conference	NOUN
bracis-28414	3	27	series	series	NOUN
bracis-28414	3	28	:	:	PUNCT
bracis-28414	3	29	brazilian	brazilian	ADJ
bracis-28414	3	30	conference	conference	NOUN
bracis-28414	3	31	on	on	ADP
bracis-28414	3	32	intelligent	intelligent	ADJ
bracis-28414	3	33	systems	system	NOUN
bracis-28414	3	34	633	633	NUM
bracis-28414	3	35	accesses	access	VERB
bracis-28414	3	36	2	2	NUM
bracis-28414	3	37	citations	citation	NOUN
bracis-28414	3	38	abstract	abstract	ADJ
bracis-28414	3	39	artificial	artificial	ADJ
bracis-28414	3	40	intelligence	intelligence	NOUN
bracis-28414	3	41	approaches	approach	NOUN
bracis-28414	3	42	,	,	PUNCT
bracis-28414	3	43	such	such	ADJ
bracis-28414	3	44	as	as	ADP
bracis-28414	3	45	computer	computer	NOUN
bracis-28414	3	46	vision	vision	NOUN
bracis-28414	3	47	,	,	PUNCT
bracis-28414	3	48	can	can	AUX
bracis-28414	3	49	help	help	VERB
bracis-28414	3	50	better	well	ADV
bracis-28414	3	51	understand	understand	VERB
bracis-28414	3	52	the	the	DET
bracis-28414	3	53	behavior	behavior	NOUN
bracis-28414	3	54	of	of	ADP
bracis-28414	3	55	bees	bee	NOUN
bracis-28414	3	56	and	and	CCONJ
bracis-28414	3	57	management	management	NOUN
bracis-28414	3	58	.	.	PUNCT
bracis-28414	4	1	however	however	ADV
bracis-28414	4	2	,	,	PUNCT
bracis-28414	4	3	the	the	DET
bracis-28414	4	4	accurate	accurate	ADJ
bracis-28414	4	5	detection	detection	NOUN
bracis-28414	4	6	and	and	CCONJ
bracis-28414	4	7	tracking	tracking	NOUN
bracis-28414	4	8	of	of	ADP
bracis-28414	4	9	bee	bee	NOUN
bracis-28414	4	10	species	specie	NOUN
bracis-28414	4	11	in	in	ADP
bracis-28414	4	12	the	the	DET
bracis-28414	4	13	field	field	NOUN
bracis-28414	4	14	remain	remain	VERB
bracis-28414	4	15	challenging	challenging	ADJ
bracis-28414	4	16	for	for	ADP
bracis-28414	4	17	traditional	traditional	ADJ
bracis-28414	4	18	methods	method	NOUN
bracis-28414	4	19	.	.	PUNCT
bracis-28414	5	1	in	in	ADP
bracis-28414	5	2	this	this	DET
bracis-28414	5	3	study	study	NOUN
bracis-28414	5	4	,	,	PUNCT
bracis-28414	5	5	we	we	PRON
bracis-28414	5	6	compared	compare	VERB
bracis-28414	5	7	yolov7	yolov7	PROPN
bracis-28414	5	8	and	and	CCONJ
bracis-28414	5	9	yolov8	yolov8	PROPN
bracis-28414	5	10	,	,	PUNCT
bracis-28414	5	11	two	two	NUM
bracis-28414	5	12	state	state	NOUN
bracis-28414	5	13	-	-	PUNCT
bracis-28414	5	14	of	of	ADP
bracis-28414	5	15	-	-	PUNCT
bracis-28414	5	16	the	the	DET
bracis-28414	5	17	-	-	PUNCT
bracis-28414	5	18	art	art	NOUN
bracis-28414	5	19	object	object	NOUN
bracis-28414	5	20	detection	detection	NOUN
bracis-28414	5	21	models	model	NOUN
bracis-28414	5	22	,	,	PUNCT
bracis-28414	5	23	aiming	aim	VERB
bracis-28414	5	24	to	to	PART
bracis-28414	5	25	detect	detect	VERB
bracis-28414	5	26	and	and	CCONJ
bracis-28414	5	27	classify	classify	VERB
bracis-28414	5	28	jataí	jataí	NOUN
bracis-28414	5	29	brazilian	brazilian	ADJ
bracis-28414	5	30	native	native	ADJ
bracis-28414	5	31	bees	bee	NOUN
bracis-28414	5	32	using	use	VERB
bracis-28414	5	33	a	a	DET
bracis-28414	5	34	custom	custom	NOUN
bracis-28414	5	35	dataset	dataset	NOUN
bracis-28414	5	36	.	.	PUNCT
bracis-28414	6	1	also	also	ADV
bracis-28414	6	2	,	,	PUNCT
bracis-28414	6	3	we	we	PRON
bracis-28414	6	4	integrated	integrate	VERB
bracis-28414	6	5	two	two	NUM
bracis-28414	6	6	tracking	tracking	NOUN
bracis-28414	6	7	algorithms	algorithm	NOUN
bracis-28414	6	8	(	(	PUNCT
bracis-28414	6	9	tracking	track	VERB
bracis-28414	6	10	based	base	VERB
bracis-28414	6	11	on	on	ADP
bracis-28414	6	12	euclidean	euclidean	ADJ
bracis-28414	6	13	distance	distance	NOUN
bracis-28414	6	14	and	and	CCONJ
bracis-28414	6	15	bytetrack	bytetrack	NOUN
bracis-28414	6	16	)	)	PUNCT
bracis-28414	6	17	with	with	ADP
bracis-28414	6	18	yolov8	yolov8	NOUN
bracis-28414	6	19	,	,	PUNCT
bracis-28414	6	20	yielding	yield	VERB
bracis-28414	6	21	a	a	DET
bracis-28414	6	22	mean	mean	ADJ
bracis-28414	6	23	average	average	ADJ
bracis-28414	6	24	precision	precision	NOUN
bracis-28414	6	25	(	(	PUNCT
bracis-28414	6	26	map50	map50	PROPN
bracis-28414	6	27	)	)	PUNCT
bracis-28414	6	28	of	of	ADP
bracis-28414	6	29	0.969	0.969	NUM
bracis-28414	6	30	and	and	CCONJ
bracis-28414	6	31	map50–95	map50–95	NOUN
bracis-28414	6	32	of	of	ADP
bracis-28414	6	33	0.682	0.682	NUM
bracis-28414	6	34	.	.	PUNCT
bracis-28414	7	1	additionally	additionally	ADV
bracis-28414	7	2	,	,	PUNCT
bracis-28414	7	3	we	we	PRON
bracis-28414	7	4	introduced	introduce	VERB
bracis-28414	7	5	an	an	DET
bracis-28414	7	6	optical	optical	ADJ
bracis-28414	7	7	flow	flow	NOUN
bracis-28414	7	8	algorithm	algorithm	NOUN
bracis-28414	7	9	to	to	PART
bracis-28414	7	10	monitor	monitor	VERB
bracis-28414	7	11	beehive	beehive	ADJ
bracis-28414	7	12	entries	entry	NOUN
bracis-28414	7	13	and	and	CCONJ
bracis-28414	7	14	exits	exit	NOUN
bracis-28414	7	15	.	.	PUNCT
bracis-28414	8	1	we	we	PRON
bracis-28414	8	2	evaluated	evaluate	VERB
bracis-28414	8	3	our	our	PRON
bracis-28414	8	4	approach	approach	NOUN
bracis-28414	8	5	by	by	ADP
bracis-28414	8	6	comparing	compare	VERB
bracis-28414	8	7	it	it	PRON
bracis-28414	8	8	to	to	ADP
bracis-28414	8	9	human	human	ADJ
bracis-28414	8	10	performance	performance	NOUN
bracis-28414	8	11	benchmarks	benchmark	NOUN
bracis-28414	8	12	for	for	ADP
bracis-28414	8	13	the	the	DET
bracis-28414	8	14	same	same	ADJ
bracis-28414	8	15	task	task	NOUN
bracis-28414	8	16	with	with	ADP
bracis-28414	8	17	and	and	CCONJ
bracis-28414	8	18	without	without	ADP
bracis-28414	8	19	the	the	DET
bracis-28414	8	20	aid	aid	NOUN
bracis-28414	8	21	of	of	ADP
bracis-28414	8	22	technology	technology	NOUN
bracis-28414	8	23	.	.	PUNCT
bracis-28414	9	1	our	our	PRON
bracis-28414	9	2	findings	finding	NOUN
bracis-28414	9	3	highlight	highlight	VERB
bracis-28414	9	4	occlusions	occlusion	NOUN
bracis-28414	9	5	and	and	CCONJ
bracis-28414	9	6	outliers	outlier	NOUN
bracis-28414	9	7	(	(	PUNCT
bracis-28414	9	8	anomalies	anomaly	NOUN
bracis-28414	9	9	)	)	PUNCT
bracis-28414	9	10	as	as	ADP
bracis-28414	9	11	the	the	DET
bracis-28414	9	12	primary	primary	ADJ
bracis-28414	9	13	sources	source	NOUN
bracis-28414	9	14	of	of	ADP
bracis-28414	9	15	errors	error	NOUN
bracis-28414	9	16	in	in	ADP
bracis-28414	9	17	the	the	DET
bracis-28414	9	18	system	system	NOUN
bracis-28414	9	19	.	.	PUNCT
bracis-28414	10	1	we	we	PRON
bracis-28414	10	2	must	must	AUX
bracis-28414	10	3	consider	consider	VERB
bracis-28414	10	4	a	a	DET
bracis-28414	10	5	coupling	coupling	NOUN
bracis-28414	10	6	of	of	ADP
bracis-28414	10	7	both	both	DET
bracis-28414	10	8	systems	system	NOUN
bracis-28414	10	9	in	in	ADP
bracis-28414	10	10	practical	practical	ADJ
bracis-28414	10	11	applications	application	NOUN
bracis-28414	10	12	because	because	SCONJ
bracis-28414	10	13	bytetrack	bytetrack	NOUN
bracis-28414	10	14	counts	count	VERB
bracis-28414	10	15	bees	bee	NOUN
bracis-28414	10	16	with	with	ADP
bracis-28414	10	17	an	an	DET
bracis-28414	10	18	average	average	ADJ
bracis-28414	10	19	relative	relative	ADJ
bracis-28414	10	20	error	error	NOUN
bracis-28414	10	21	of	of	ADP
bracis-28414	10	22	11	11	NUM
bracis-28414	10	23	%	%	NOUN
bracis-28414	10	24	,	,	PUNCT
bracis-28414	10	25	euclidiantrack	euclidiantrack	NOUN
bracis-28414	10	26	monitors	monitor	VERB
bracis-28414	10	27	incoming	incoming	ADJ
bracis-28414	10	28	bees	bee	NOUN
bracis-28414	10	29	with	with	ADP
bracis-28414	10	30	9	9	NUM
bracis-28414	10	31	%	%	NOUN
bracis-28414	10	32	(	(	PUNCT
bracis-28414	10	33	21	21	NUM
bracis-28414	10	34	%	%	NOUN
bracis-28414	10	35	if	if	SCONJ
bracis-28414	10	36	there	there	PRON
bracis-28414	10	37	are	be	VERB
bracis-28414	10	38	outliers	outlier	NOUN
bracis-28414	10	39	)	)	PUNCT
bracis-28414	10	40	,	,	PUNCT
bracis-28414	10	41	both	both	PRON
bracis-28414	10	42	monitor	monitor	VERB
bracis-28414	10	43	bees	bee	NOUN
bracis-28414	10	44	that	that	PRON
bracis-28414	10	45	leave	leave	VERB
bracis-28414	10	46	,	,	PUNCT
bracis-28414	10	47	bytetrack	bytetrack	NOUN
bracis-28414	10	48	with	with	ADP
bracis-28414	10	49	18	18	NUM
bracis-28414	10	50	%	%	NOUN
bracis-28414	10	51	if	if	SCONJ
bracis-28414	10	52	there	there	PRON
bracis-28414	10	53	are	be	VERB
bracis-28414	10	54	outliers	outlier	NOUN
bracis-28414	10	55	,	,	PUNCT
bracis-28414	10	56	and	and	CCONJ
bracis-28414	10	57	euclidiantrack	euclidiantrack	NOUN
bracis-28414	10	58	with	with	ADP
bracis-28414	10	59	33	33	NUM
bracis-28414	10	60	%	%	NOUN
bracis-28414	10	61	otherwise	otherwise	ADV
bracis-28414	10	62	.	.	PUNCT
bracis-28414	11	1	in	in	ADP
bracis-28414	11	2	this	this	DET
bracis-28414	11	3	way	way	NOUN
bracis-28414	11	4	,	,	PUNCT
bracis-28414	11	5	it	it	PRON
bracis-28414	11	6	is	be	AUX
bracis-28414	11	7	possible	possible	ADJ
bracis-28414	11	8	to	to	PART
bracis-28414	11	9	reduce	reduce	VERB
bracis-28414	11	10	errors	error	NOUN
bracis-28414	11	11	of	of	ADP
bracis-28414	11	12	human	human	ADJ
bracis-28414	11	13	origin	origin	NOUN
bracis-28414	11	14	.	.	PUNCT
bracis-28414	12	1	access	access	NOUN
bracis-28414	12	2	provided	provide	VERB
bracis-28414	12	3	by	by	ADP
bracis-28414	12	4	university	university	PROPN
bracis-28414	12	5	of	of	ADP
bracis-28414	12	6	notre	notre	PROPN
bracis-28414	12	7	dame	dame	PROPN
bracis-28414	12	8	hesburgh	hesburgh	PROPN
bracis-28414	12	9	library	library	PROPN
bracis-28414	12	10	.	.	PUNCT
bracis-28414	13	1	download	download	PROPN
bracis-28414	13	2	conference	conference	NOUN
bracis-28414	13	3	paper	paper	NOUN
bracis-28414	13	4	pdf	pdf	NOUN
bracis-28414	13	5	similar	similar	ADJ
bracis-28414	13	6	content	content	NOUN
bracis-28414	13	7	being	be	AUX
bracis-28414	13	8	viewed	view	VERB
bracis-28414	13	9	by	by	ADP
bracis-28414	13	10	others	other	NOUN
bracis-28414	13	11	dynamic	dynamic	ADJ
bracis-28414	13	12	beehive	beehive	ADJ
bracis-28414	13	13	detection	detection	NOUN
bracis-28414	13	14	and	and	CCONJ
bracis-28414	13	15	tracking	tracking	NOUN
bracis-28414	13	16	system	system	NOUN
bracis-28414	13	17	based	base	VERB
bracis-28414	13	18	on	on	ADP
bracis-28414	13	19	yolo	yolo	ADJ
bracis-28414	13	20	v5	v5	PROPN
bracis-28414	13	21	and	and	CCONJ
bracis-28414	13	22	unmanned	unmanned	ADJ
bracis-28414	13	23	aerial	aerial	ADJ
bracis-28414	13	24	vehicle	vehicle	NOUN
bracis-28414	13	25	article	article	NOUN
bracis-28414	13	26	14	14	NUM
bracis-28414	13	27	november	november	PROPN
bracis-28414	13	28	2022	2022	NUM
bracis-28414	13	29	performance	performance	NOUN
bracis-28414	13	30	analysis	analysis	NOUN
bracis-28414	13	31	of	of	ADP
bracis-28414	13	32	deep	deep	ADJ
bracis-28414	13	33	learning	learning	NOUN
bracis-28414	13	34	models	model	NOUN
bracis-28414	13	35	in	in	ADP
bracis-28414	13	36	detection	detection	NOUN
bracis-28414	13	37	and	and	CCONJ
bracis-28414	13	38	counting	counting	NOUN
bracis-28414	13	39	of	of	ADP
bracis-28414	13	40	bees	bee	NOUN
bracis-28414	13	41	for	for	ADP
bracis-28414	13	42	hive	hive	NOUN
bracis-28414	13	43	monitoring	monitoring	NOUN
bracis-28414	13	44	chapter	chapter	NOUN
bracis-28414	13	45	©	©	PROPN
bracis-28414	13	46	2025	2025	NUM
bracis-28414	13	47	a	a	DET
bracis-28414	13	48	real	real	ADJ
bracis-28414	13	49	-	-	PUNCT
bracis-28414	13	50	time	time	NOUN
bracis-28414	13	51	edge	edge	NOUN
bracis-28414	13	52	computing	compute	VERB
bracis-28414	13	53	system	system	NOUN
bracis-28414	13	54	for	for	ADP
bracis-28414	13	55	 	 	SPACE
bracis-28414	13	56	monitoring	monitoring	NOUN
bracis-28414	13	57	bees	bee	NOUN
bracis-28414	13	58	at	at	ADP
bracis-28414	13	59	 	 	SPACE
bracis-28414	13	60	flowers	flower	NOUN
bracis-28414	13	61	chapter	chapter	NOUN
bracis-28414	13	62	©	©	PROPN
bracis-28414	13	63	2024	2024	NUM
bracis-28414	13	64	explore	explore	VERB
bracis-28414	13	65	related	relate	VERB
bracis-28414	13	66	subjects	subject	NOUN
bracis-28414	13	67	discover	discover	VERB
bracis-28414	13	68	the	the	DET
bracis-28414	13	69	latest	late	ADJ
bracis-28414	13	70	articles	article	NOUN
bracis-28414	13	71	,	,	PUNCT
bracis-28414	13	72	books	book	NOUN
bracis-28414	13	73	and	and	CCONJ
bracis-28414	13	74	news	news	NOUN
bracis-28414	13	75	in	in	ADP
bracis-28414	13	76	related	related	ADJ
bracis-28414	13	77	subjects	subject	NOUN
bracis-28414	13	78	,	,	PUNCT
bracis-28414	13	79	suggested	suggest	VERB
bracis-28414	13	80	using	use	VERB
bracis-28414	13	81	machine	machine	NOUN
bracis-28414	13	82	learning	learning	NOUN
bracis-28414	13	83	.	.	PUNCT
bracis-28414	14	1	algorithms	algorithms	PROPN
bracis-28414	14	2	computer	computer	NOUN
bracis-28414	14	3	vision	vision	NOUN
bracis-28414	14	4	lineage	lineage	NOUN
bracis-28414	14	5	tracking	tracking	NOUN
bracis-28414	14	6	motion	motion	NOUN
bracis-28414	14	7	detection	detection	NOUN
bracis-28414	14	8	object	object	NOUN
bracis-28414	14	9	recognition	recognition	NOUN
bracis-28414	14	10	robotics	robotic	NOUN
bracis-28414	14	11	1	1	NUM
bracis-28414	14	12	introduction	introduction	NOUN
bracis-28414	14	13	insects	insect	NOUN
bracis-28414	14	14	are	be	AUX
bracis-28414	14	15	fundamental	fundamental	ADJ
bracis-28414	14	16	in	in	ADP
bracis-28414	14	17	ecosystems	ecosystem	NOUN
bracis-28414	14	18	as	as	ADP
bracis-28414	14	19	pollinators	pollinator	NOUN
bracis-28414	14	20	,	,	PUNCT
bracis-28414	14	21	herbivores	herbivore	NOUN
bracis-28414	14	22	,	,	PUNCT
bracis-28414	14	23	detritivores	detritivore	NOUN
bracis-28414	14	24	,	,	PUNCT
bracis-28414	14	25	nutrient	nutrient	NOUN
bracis-28414	14	26	cyclers	cycler	NOUN
bracis-28414	14	27	,	,	PUNCT
bracis-28414	14	28	and	and	CCONJ
bracis-28414	14	29	food	food	NOUN
bracis-28414	14	30	sources	source	NOUN
bracis-28414	14	31	for	for	ADP
bracis-28414	14	32	other	other	ADJ
bracis-28414	14	33	species	specie	NOUN
bracis-28414	14	34	[	[	X
bracis-28414	14	35	1	1	NUM
bracis-28414	14	36	]	]	PUNCT
bracis-28414	14	37	.	.	PUNCT
bracis-28414	15	1	native	native	ADJ
bracis-28414	15	2	bees	bee	NOUN
bracis-28414	15	3	are	be	AUX
bracis-28414	15	4	pollinators	pollinator	NOUN
bracis-28414	15	5	related	relate	VERB
bracis-28414	15	6	to	to	ADP
bracis-28414	15	7	various	various	ADJ
bracis-28414	15	8	plant	plant	NOUN
bracis-28414	15	9	foods	food	NOUN
bracis-28414	15	10	consumed	consume	VERB
bracis-28414	15	11	[	[	PUNCT
bracis-28414	15	12	2	2	NUM
bracis-28414	15	13	]	]	PUNCT
bracis-28414	15	14	.	.	PUNCT
bracis-28414	16	1	bees	bee	NOUN
bracis-28414	16	2	are	be	AUX
bracis-28414	16	3	fundamental	fundamental	ADJ
bracis-28414	16	4	in	in	ADP
bracis-28414	16	5	world	world	NOUN
bracis-28414	16	6	agriculture	agriculture	NOUN
bracis-28414	16	7	to	to	PART
bracis-28414	16	8	improve	improve	VERB
bracis-28414	16	9	crop	crop	NOUN
bracis-28414	16	10	quality	quality	NOUN
bracis-28414	16	11	and	and	CCONJ
bracis-28414	16	12	yields	yield	NOUN
bracis-28414	16	13	[	[	X
bracis-28414	16	14	3	3	NUM
bracis-28414	16	15	]	]	PUNCT
bracis-28414	16	16	.	.	PUNCT
bracis-28414	17	1	furthermore	furthermore	ADV
bracis-28414	17	2	,	,	PUNCT
bracis-28414	17	3	they	they	PRON
bracis-28414	17	4	actively	actively	ADV
bracis-28414	17	5	contribute	contribute	VERB
bracis-28414	17	6	to	to	ADP
bracis-28414	17	7	the	the	DET
bracis-28414	17	8	recovery	recovery	NOUN
bracis-28414	17	9	of	of	ADP
bracis-28414	17	10	degraded	degraded	ADJ
bracis-28414	17	11	ecosystems	ecosystem	NOUN
bracis-28414	17	12	[	[	X
bracis-28414	17	13	4	4	NUM
bracis-28414	17	14	]	]	PUNCT
bracis-28414	17	15	,	,	PUNCT
bracis-28414	17	16	can	can	AUX
bracis-28414	17	17	be	be	AUX
bracis-28414	17	18	used	use	VERB
bracis-28414	17	19	in	in	ADP
bracis-28414	17	20	biovectorization	biovectorization	NOUN
bracis-28414	17	21	technology	technology	NOUN
bracis-28414	17	22	that	that	PRON
bracis-28414	17	23	uses	use	VERB
bracis-28414	17	24	insects	insect	NOUN
bracis-28414	17	25	as	as	ADP
bracis-28414	17	26	biocontrol	biocontrol	NOUN
bracis-28414	17	27	agents	agent	NOUN
bracis-28414	18	1	[	[	X
bracis-28414	18	2	5	5	NUM
bracis-28414	18	3	]	]	PUNCT
bracis-28414	18	4	,	,	PUNCT
bracis-28414	18	5	and	and	CCONJ
bracis-28414	18	6	can	can	AUX
bracis-28414	18	7	also	also	ADV
bracis-28414	18	8	play	play	VERB
bracis-28414	18	9	a	a	DET
bracis-28414	18	10	crucial	crucial	ADJ
bracis-28414	18	11	role	role	NOUN
bracis-28414	18	12	in	in	ADP
bracis-28414	18	13	sustainable	sustainable	ADJ
bracis-28414	18	14	development	development	NOUN
bracis-28414	18	15	projects	project	NOUN
bracis-28414	18	16	and	and	CCONJ
bracis-28414	18	17	programs	program	NOUN
bracis-28414	18	18	[	[	X
bracis-28414	18	19	4	4	NUM
bracis-28414	18	20	]	]	PUNCT
bracis-28414	18	21	.	.	PUNCT
bracis-28414	19	1	studies	study	NOUN
bracis-28414	19	2	report	report	VERB
bracis-28414	19	3	biodiversity	biodiversity	NOUN
bracis-28414	19	4	losses	loss	NOUN
bracis-28414	19	5	among	among	ADP
bracis-28414	19	6	native	native	ADJ
bracis-28414	19	7	bees	bee	NOUN
bracis-28414	19	8	in	in	ADP
bracis-28414	19	9	tropical	tropical	ADJ
bracis-28414	19	10	regions	region	NOUN
bracis-28414	19	11	[	[	X
bracis-28414	19	12	6	6	NUM
bracis-28414	19	13	,	,	PUNCT
bracis-28414	19	14	7	7	NUM
bracis-28414	19	15	]	]	PUNCT
bracis-28414	19	16	.	.	PUNCT
bracis-28414	20	1	the	the	DET
bracis-28414	20	2	main	main	ADJ
bracis-28414	20	3	factors	factor	NOUN
bracis-28414	20	4	responsible	responsible	ADJ
bracis-28414	20	5	for	for	ADP
bracis-28414	20	6	your	your	PRON
bracis-28414	20	7	decline	decline	NOUN
bracis-28414	20	8	are	be	AUX
bracis-28414	20	9	infections	infection	NOUN
bracis-28414	20	10	disseminated	disseminate	VERB
bracis-28414	20	11	by	by	ADP
bracis-28414	20	12	parasites	parasite	NOUN
bracis-28414	20	13	and	and	CCONJ
bracis-28414	20	14	pathogens	pathogen	NOUN
bracis-28414	20	15	,	,	PUNCT
bracis-28414	20	16	lack	lack	NOUN
bracis-28414	20	17	of	of	ADP
bracis-28414	20	18	genetic	genetic	ADJ
bracis-28414	20	19	variability	variability	NOUN
bracis-28414	20	20	,	,	PUNCT
bracis-28414	20	21	stress	stress	NOUN
bracis-28414	20	22	due	due	ADP
bracis-28414	20	23	to	to	ADP
bracis-28414	20	24	the	the	DET
bracis-28414	20	25	seasonal	seasonal	ADJ
bracis-28414	20	26	movement	movement	NOUN
bracis-28414	20	27	of	of	ADP
bracis-28414	20	28	hives	hive	NOUN
bracis-28414	20	29	to	to	PART
bracis-28414	20	30	pollinate	pollinate	VERB
bracis-28414	20	31	fruits	fruit	NOUN
bracis-28414	20	32	and	and	CCONJ
bracis-28414	20	33	vegetables	vegetable	NOUN
bracis-28414	20	34	,	,	PUNCT
bracis-28414	21	1	toxic	toxic	ADJ
bracis-28414	21	2	pesticide	pesticide	NOUN
bracis-28414	21	3	residues	residue	NOUN
bracis-28414	21	4	found	find	VERB
bracis-28414	21	5	in	in	ADP
bracis-28414	21	6	pollen	pollen	NOUN
bracis-28414	21	7	,	,	PUNCT
bracis-28414	21	8	nectar	nectar	NOUN
bracis-28414	21	9	,	,	PUNCT
bracis-28414	21	10	and	and	CCONJ
bracis-28414	21	11	hives	hive	NOUN
bracis-28414	21	12	(	(	PUNCT
bracis-28414	21	13	mite	mite	NOUN
bracis-28414	21	14	control	control	PROPN
bracis-28414	21	15	)	)	PUNCT
bracis-28414	21	16	,	,	PUNCT
bracis-28414	21	17	the	the	DET
bracis-28414	21	18	low	low	ADJ
bracis-28414	21	19	nutritional	nutritional	ADJ
bracis-28414	21	20	value	value	NOUN
bracis-28414	21	21	of	of	ADP
bracis-28414	21	22	agro	agro	NOUN
bracis-28414	21	23	-	-	PUNCT
bracis-28414	21	24	landscapes	landscape	NOUN
bracis-28414	21	25	dominated	dominate	VERB
bracis-28414	21	26	by	by	ADP
bracis-28414	21	27	monocultures	monoculture	NOUN
bracis-28414	21	28	(	(	PUNCT
bracis-28414	21	29	such	such	ADJ
bracis-28414	21	30	as	as	ADP
bracis-28414	21	31	corn	corn	NOUN
bracis-28414	21	32	,	,	PUNCT
bracis-28414	21	33	soybeans	soybean	NOUN
bracis-28414	21	34	,	,	PUNCT
bracis-28414	21	35	and	and	CCONJ
bracis-28414	21	36	cotton	cotton	NOUN
bracis-28414	21	37	)	)	PUNCT
bracis-28414	21	38	,	,	PUNCT
bracis-28414	21	39	and	and	CCONJ
bracis-28414	21	40	the	the	DET
bracis-28414	21	41	most	most	ADV
bracis-28414	21	42	adverse	adverse	ADJ
bracis-28414	21	43	weather	weather	NOUN
bracis-28414	21	44	conditions	condition	NOUN
bracis-28414	21	45	in	in	ADP
bracis-28414	21	46	recent	recent	ADJ
bracis-28414	21	47	decades	decade	NOUN
bracis-28414	22	1	[	[	X
bracis-28414	22	2	1	1	NUM
bracis-28414	22	3	,	,	PUNCT
bracis-28414	22	4	6	6	NUM
bracis-28414	22	5	,	,	PUNCT
bracis-28414	22	6	8,9,10	8,9,10	NUM
bracis-28414	22	7	]	]	PUNCT
bracis-28414	22	8	.	.	PUNCT
bracis-28414	23	1	the	the	DET
bracis-28414	23	2	decline	decline	NOUN
bracis-28414	23	3	of	of	ADP
bracis-28414	23	4	insects	insect	NOUN
bracis-28414	23	5	results	result	NOUN
bracis-28414	23	6	in	in	ADP
bracis-28414	23	7	adverse	adverse	ADJ
bracis-28414	23	8	effects	effect	NOUN
bracis-28414	23	9	on	on	ADP
bracis-28414	23	10	ecosystems	ecosystem	NOUN
bracis-28414	23	11	.	.	PUNCT
bracis-28414	24	1	thus	thus	ADV
bracis-28414	24	2	,	,	PUNCT
bracis-28414	24	3	preserving	preserve	VERB
bracis-28414	24	4	its	its	PRON
bracis-28414	24	5	abundance	abundance	NOUN
bracis-28414	24	6	and	and	CCONJ
bracis-28414	24	7	diversity	diversity	NOUN
bracis-28414	24	8	is	be	AUX
bracis-28414	24	9	fundamental	fundamental	ADJ
bracis-28414	24	10	for	for	ADP
bracis-28414	24	11	ecology	ecology	NOUN
bracis-28414	25	1	[	[	X
bracis-28414	25	2	1	1	NUM
bracis-28414	25	3	]	]	PUNCT
bracis-28414	25	4	.	.	PUNCT
bracis-28414	26	1	individuals	individual	NOUN
bracis-28414	26	2	with	with	ADP
bracis-28414	26	3	little	little	ADJ
bracis-28414	26	4	entomological	entomological	ADJ
bracis-28414	26	5	knowledge	knowledge	NOUN
bracis-28414	26	6	are	be	AUX
bracis-28414	26	7	incapable	incapable	ADJ
bracis-28414	26	8	differentiates	differentiate	NOUN
bracis-28414	26	9	categories	category	NOUN
bracis-28414	26	10	of	of	ADP
bracis-28414	26	11	insects	insect	NOUN
bracis-28414	26	12	,	,	PUNCT
bracis-28414	26	13	their	their	PRON
bracis-28414	26	14	stages	stage	NOUN
bracis-28414	26	15	of	of	ADP
bracis-28414	26	16	maturity	maturity	NOUN
bracis-28414	26	17	,	,	PUNCT
bracis-28414	26	18	and	and	CCONJ
bracis-28414	26	19	their	their	PRON
bracis-28414	26	20	behavior	behavior	NOUN
bracis-28414	26	21	.	.	PUNCT
bracis-28414	27	1	therefore	therefore	ADV
bracis-28414	27	2	,	,	PUNCT
bracis-28414	27	3	it	it	PRON
bracis-28414	27	4	is	be	AUX
bracis-28414	27	5	necessary	necessary	ADJ
bracis-28414	27	6	to	to	PART
bracis-28414	27	7	develop	develop	VERB
bracis-28414	27	8	faster	fast	ADJ
bracis-28414	27	9	and	and	CCONJ
bracis-28414	27	10	more	more	ADV
bracis-28414	27	11	effective	effective	ADJ
bracis-28414	27	12	approaches	approach	NOUN
bracis-28414	27	13	that	that	PRON
bracis-28414	27	14	solve	solve	VERB
bracis-28414	27	15	these	these	DET
bracis-28414	27	16	problems	problem	NOUN
bracis-28414	27	17	[	[	X
bracis-28414	27	18	11	11	NUM
bracis-28414	27	19	]	]	PUNCT
bracis-28414	27	20	.	.	PUNCT
bracis-28414	28	1	the	the	DET
bracis-28414	28	2	issues	issue	NOUN
bracis-28414	28	3	addressed	address	VERB
bracis-28414	28	4	in	in	ADP
bracis-28414	28	5	the	the	DET
bracis-28414	28	6	insect	insect	NOUN
bracis-28414	28	7	recognition	recognition	NOUN
bracis-28414	28	8	and	and	CCONJ
bracis-28414	28	9	classification	classification	NOUN
bracis-28414	28	10	process	process	NOUN
bracis-28414	28	11	are	be	AUX
bracis-28414	28	12	to	to	PART
bracis-28414	28	13	quickly	quickly	ADV
bracis-28414	28	14	detect	detect	VERB
bracis-28414	28	15	the	the	DET
bracis-28414	28	16	animal	animal	NOUN
bracis-28414	28	17	of	of	ADP
bracis-28414	28	18	interest	interest	NOUN
bracis-28414	28	19	positioned	position	VERB
bracis-28414	28	20	on	on	ADP
bracis-28414	28	21	a	a	DET
bracis-28414	28	22	complex	complex	ADJ
bracis-28414	28	23	background	background	NOUN
bracis-28414	28	24	,	,	PUNCT
bracis-28414	28	25	accurately	accurately	ADV
bracis-28414	28	26	distinguish	distinguish	VERB
bracis-28414	28	27	insect	insect	NOUN
bracis-28414	28	28	species	specie	NOUN
bracis-28414	28	29	with	with	ADP
bracis-28414	28	30	high	high	ADJ
bracis-28414	28	31	similarity	similarity	NOUN
bracis-28414	28	32	,	,	PUNCT
bracis-28414	28	33	and	and	CCONJ
bracis-28414	28	34	effectively	effectively	ADV
bracis-28414	28	35	identify	identify	VERB
bracis-28414	28	36	patterns	pattern	NOUN
bracis-28414	28	37	of	of	ADP
bracis-28414	28	38	interest	interest	NOUN
bracis-28414	28	39	in	in	ADP
bracis-28414	28	40	the	the	DET
bracis-28414	28	41	behavior	behavior	NOUN
bracis-28414	28	42	of	of	ADP
bracis-28414	28	43	the	the	DET
bracis-28414	28	44	classes	class	NOUN
bracis-28414	28	45	.	.	PUNCT
bracis-28414	29	1	artificial	artificial	ADJ
bracis-28414	29	2	intelligence	intelligence	NOUN
bracis-28414	29	3	(	(	PUNCT
bracis-28414	29	4	ai	ai	NOUN
bracis-28414	29	5	)	)	PUNCT
bracis-28414	29	6	tools	tool	NOUN
bracis-28414	29	7	can	can	AUX
bracis-28414	29	8	have	have	VERB
bracis-28414	29	9	a	a	DET
bracis-28414	29	10	mutualist	mutualist	ADJ
bracis-28414	29	11	relationship	relationship	NOUN
bracis-28414	29	12	with	with	ADP
bracis-28414	29	13	methods	method	NOUN
bracis-28414	29	14	applied	apply	VERB
bracis-28414	29	15	in	in	ADP
bracis-28414	29	16	ecology	ecology	NOUN
bracis-28414	29	17	.	.	PUNCT
bracis-28414	30	1	the	the	DET
bracis-28414	30	2	hives	hive	NOUN
bracis-28414	30	3	monitoring	monitoring	NOUN
bracis-28414	30	4	can	can	AUX
bracis-28414	30	5	help	help	VERB
bracis-28414	30	6	combat	combat	VERB
bracis-28414	30	7	the	the	DET
bracis-28414	30	8	decline	decline	NOUN
bracis-28414	30	9	of	of	ADP
bracis-28414	30	10	bees	bee	NOUN
bracis-28414	30	11	related	relate	VERB
bracis-28414	30	12	to	to	ADP
bracis-28414	30	13	foraging	forage	VERB
bracis-28414	30	14	,	,	PUNCT
bracis-28414	30	15	pollen	pollen	NOUN
bracis-28414	30	16	characteristics	characteristic	NOUN
bracis-28414	30	17	,	,	PUNCT
bracis-28414	30	18	hive	hive	NOUN
bracis-28414	30	19	behavior	behavior	NOUN
bracis-28414	30	20	,	,	PUNCT
bracis-28414	30	21	and	and	CCONJ
bracis-28414	30	22	invasive	invasive	ADJ
bracis-28414	30	23	species	specie	NOUN
bracis-28414	30	24	.	.	PUNCT
bracis-28414	31	1	attempting	attempt	VERB
bracis-28414	31	2	to	to	PART
bracis-28414	31	3	help	help	VERB
bracis-28414	31	4	monitor	monitor	VERB
bracis-28414	31	5	hives	hive	NOUN
bracis-28414	31	6	,	,	PUNCT
bracis-28414	31	7	we	we	PRON
bracis-28414	31	8	used	use	VERB
bracis-28414	31	9	an	an	DET
bracis-28414	31	10	object	object	NOUN
bracis-28414	31	11	detector	detector	NOUN
bracis-28414	31	12	to	to	PART
bracis-28414	31	13	detect	detect	VERB
bracis-28414	31	14	and	and	CCONJ
bracis-28414	31	15	classify	classify	VERB
bracis-28414	31	16	tetragonisca	tetragonisca	NOUN
bracis-28414	31	17	angustula	angustula	PROPN
bracis-28414	31	18	bees	bee	NOUN
bracis-28414	31	19	.	.	PUNCT
bracis-28414	32	1	we	we	PRON
bracis-28414	32	2	incorporated	incorporate	VERB
bracis-28414	32	3	a	a	DET
bracis-28414	32	4	simple	simple	ADJ
bracis-28414	32	5	tracking	tracking	NOUN
bracis-28414	32	6	system	system	NOUN
bracis-28414	32	7	based	base	VERB
bracis-28414	32	8	on	on	ADP
bracis-28414	32	9	the	the	DET
bracis-28414	32	10	object	object	NOUN
bracis-28414	32	11	detector	detector	NOUN
bracis-28414	32	12	to	to	PART
bracis-28414	32	13	describe	describe	VERB
bracis-28414	32	14	the	the	DET
bracis-28414	32	15	movement	movement	NOUN
bracis-28414	32	16	of	of	ADP
bracis-28414	32	17	insects	insect	NOUN
bracis-28414	32	18	,	,	PUNCT
bracis-28414	32	19	generating	generate	VERB
bracis-28414	32	20	information	information	NOUN
bracis-28414	32	21	about	about	ADP
bracis-28414	32	22	count	count	NOUN
bracis-28414	32	23	and	and	CCONJ
bracis-28414	32	24	their	their	PRON
bracis-28414	32	25	direction	direction	NOUN
bracis-28414	32	26	concerning	concern	VERB
bracis-28414	32	27	the	the	DET
bracis-28414	32	28	hive	hive	NOUN
bracis-28414	32	29	entrance	entrance	NOUN
bracis-28414	32	30	.	.	PUNCT
bracis-28414	33	1	we	we	PRON
bracis-28414	33	2	also	also	ADV
bracis-28414	33	3	tested	test	VERB
bracis-28414	33	4	a	a	DET
bracis-28414	33	5	more	more	ADV
bracis-28414	33	6	robust	robust	ADJ
bracis-28414	33	7	tracking	tracking	NOUN
bracis-28414	33	8	system	system	NOUN
bracis-28414	33	9	,	,	PUNCT
bracis-28414	33	10	in	in	ADP
bracis-28414	33	11	an	an	DET
bracis-28414	33	12	attempt	attempt	NOUN
bracis-28414	33	13	to	to	PART
bracis-28414	33	14	treat	treat	VERB
bracis-28414	33	15	occlusions	occlusion	NOUN
bracis-28414	33	16	,	,	PUNCT
bracis-28414	33	17	compared	compare	VERB
bracis-28414	33	18	to	to	ADP
bracis-28414	33	19	the	the	DET
bracis-28414	33	20	previous	previous	ADJ
bracis-28414	33	21	one	one	NUM
bracis-28414	33	22	.	.	PUNCT
bracis-28414	34	1	to	to	ADP
bracis-28414	34	2	next	next	ADJ
bracis-28414	34	3	section	section	NOUN
bracis-28414	34	4	contains	contain	VERB
bracis-28414	34	5	recent	recent	ADJ
bracis-28414	34	6	work	work	NOUN
bracis-28414	34	7	on	on	ADP
bracis-28414	34	8	artificial	artificial	ADJ
bracis-28414	34	9	intelligence	intelligence	NOUN
bracis-28414	34	10	assisting	assist	VERB
bracis-28414	34	11	insect	insect	NOUN
bracis-28414	34	12	management	management	NOUN
bracis-28414	34	13	and	and	CCONJ
bracis-28414	34	14	conservation	conservation	NOUN
bracis-28414	34	15	.	.	PUNCT
bracis-28414	35	1	section	section	NOUN
bracis-28414	35	2	3	3	NUM
bracis-28414	35	3	presents	present	VERB
bracis-28414	35	4	the	the	DET
bracis-28414	35	5	methods	method	NOUN
bracis-28414	35	6	of	of	ADP
bracis-28414	35	7	detection	detection	NOUN
bracis-28414	35	8	,	,	PUNCT
bracis-28414	35	9	classification	classification	NOUN
bracis-28414	35	10	,	,	PUNCT
bracis-28414	35	11	tracking	tracking	NOUN
bracis-28414	35	12	,	,	PUNCT
bracis-28414	35	13	and	and	CCONJ
bracis-28414	35	14	optical	optical	ADJ
bracis-28414	35	15	flow	flow	NOUN
bracis-28414	35	16	of	of	ADP
bracis-28414	35	17	the	the	DET
bracis-28414	35	18	species	specie	NOUN
bracis-28414	35	19	.	.	PUNCT
bracis-28414	36	1	section	section	NOUN
bracis-28414	36	2	4	4	NUM
bracis-28414	36	3	contains	contain	VERB
bracis-28414	36	4	the	the	DET
bracis-28414	36	5	results	result	NOUN
bracis-28414	36	6	obtained	obtain	VERB
bracis-28414	36	7	by	by	ADP
bracis-28414	36	8	the	the	DET
bracis-28414	36	9	steps	step	NOUN
bracis-28414	36	10	highlighted	highlight	VERB
bracis-28414	36	11	in	in	ADP
bracis-28414	36	12	anterior	anterior	NOUN
bracis-28414	36	13	with	with	ADP
bracis-28414	36	14	your	your	PRON
bracis-28414	36	15	corresponding	correspond	VERB
bracis-28414	36	16	discussions	discussion	NOUN
bracis-28414	36	17	.	.	PUNCT
bracis-28414	37	1	finally	finally	ADV
bracis-28414	37	2	,	,	PUNCT
bracis-28414	37	3	we	we	PRON
bracis-28414	37	4	present	present	VERB
bracis-28414	37	5	the	the	DET
bracis-28414	37	6	conclusions	conclusion	NOUN
bracis-28414	37	7	and	and	CCONJ
bracis-28414	37	8	future	future	ADJ
bracis-28414	37	9	perspectives	perspective	NOUN
bracis-28414	37	10	in	in	ADP
bracis-28414	37	11	sect	sect	NOUN
bracis-28414	37	12	.	.	PUNCT
bracis-28414	37	13	 	 	SPACE
bracis-28414	38	1	5	5	NUM
bracis-28414	38	2	.	.	SYM
bracis-28414	38	3	2	2	NUM
bracis-28414	38	4	related	relate	VERB
bracis-28414	38	5	works	work	NOUN
bracis-28414	38	6	some	some	DET
bracis-28414	38	7	works	work	NOUN
bracis-28414	38	8	developed	develop	VERB
bracis-28414	38	9	in	in	ADP
bracis-28414	38	10	the	the	DET
bracis-28414	38	11	last	last	ADJ
bracis-28414	38	12	six	six	NUM
bracis-28414	38	13	years	year	NOUN
bracis-28414	38	14	stand	stand	VERB
bracis-28414	38	15	out	out	ADP
bracis-28414	38	16	in	in	ADP
bracis-28414	38	17	an	an	DET
bracis-28414	38	18	attempt	attempt	NOUN
bracis-28414	38	19	to	to	PART
bracis-28414	38	20	automate	automate	VERB
bracis-28414	38	21	processes	process	NOUN
bracis-28414	38	22	applied	apply	VERB
bracis-28414	38	23	to	to	ADP
bracis-28414	38	24	biological	biological	ADJ
bracis-28414	38	25	sciences	science	NOUN
bracis-28414	38	26	involving	involve	VERB
bracis-28414	38	27	the	the	DET
bracis-28414	38	28	class	class	NOUN
bracis-28414	38	29	insecta	insecta	NOUN
bracis-28414	38	30	of	of	ADP
bracis-28414	38	31	the	the	DET
bracis-28414	38	32	phylum	phylum	NOUN
bracis-28414	38	33	arthropoda	arthropoda	NOUN
bracis-28414	38	34	(	(	PUNCT
bracis-28414	38	35	kingdom	kingdom	NOUN
bracis-28414	38	36	animalia	animalia	PROPN
bracis-28414	38	37	)	)	PUNCT
bracis-28414	38	38	.	.	PUNCT
bracis-28414	39	1	ai	ai	VERB
bracis-28414	39	2	techniques	technique	NOUN
bracis-28414	39	3	used	use	VERB
bracis-28414	39	4	to	to	PART
bracis-28414	39	5	monitor	monitor	VERB
bracis-28414	39	6	insects	insect	NOUN
bracis-28414	39	7	from	from	ADP
bracis-28414	39	8	images	image	NOUN
bracis-28414	39	9	can	can	AUX
bracis-28414	39	10	provide	provide	VERB
bracis-28414	39	11	an	an	DET
bracis-28414	39	12	alternative	alternative	NOUN
bracis-28414	39	13	to	to	PART
bracis-28414	39	14	reduce	reduce	VERB
bracis-28414	39	15	manual	manual	ADJ
bracis-28414	39	16	activities	activity	NOUN
bracis-28414	39	17	and	and	CCONJ
bracis-28414	39	18	human	human	ADJ
bracis-28414	39	19	errors	error	NOUN
bracis-28414	39	20	[	[	X
bracis-28414	39	21	12	12	NUM
bracis-28414	39	22	]	]	PUNCT
bracis-28414	39	23	.	.	PUNCT
bracis-28414	40	1	in	in	ADP
bracis-28414	40	2	this	this	DET
bracis-28414	40	3	sense	sense	NOUN
bracis-28414	40	4	,	,	PUNCT
bracis-28414	40	5	there	there	PRON
bracis-28414	40	6	is	be	VERB
bracis-28414	40	7	a	a	DET
bracis-28414	40	8	tendency	tendency	NOUN
bracis-28414	40	9	to	to	PART
bracis-28414	40	10	use	use	VERB
bracis-28414	40	11	computer	computer	NOUN
bracis-28414	40	12	vision	vision	NOUN
bracis-28414	40	13	approaches	approach	VERB
bracis-28414	40	14	for	for	ADP
bracis-28414	40	15	insect	insect	NOUN
bracis-28414	40	16	detection	detection	NOUN
bracis-28414	40	17	and	and	CCONJ
bracis-28414	40	18	recognition	recognition	NOUN
bracis-28414	40	19	.	.	PUNCT
bracis-28414	41	1	object	object	NOUN
bracis-28414	41	2	detection	detection	NOUN
bracis-28414	41	3	techniques	technique	NOUN
bracis-28414	41	4	such	such	ADJ
bracis-28414	41	5	as	as	ADP
bracis-28414	41	6	faster	fast	ADJ
bracis-28414	41	7	r	r	NOUN
bracis-28414	41	8	-	-	PUNCT
bracis-28414	41	9	cnn	cnn	NOUN
bracis-28414	41	10	[	[	X
bracis-28414	41	11	13	13	NUM
bracis-28414	41	12	]	]	PUNCT
bracis-28414	41	13	,	,	PUNCT
bracis-28414	41	14	vgg19	vgg19	PROPN
bracis-28414	42	1	[	[	X
bracis-28414	42	2	11	11	NUM
bracis-28414	42	3	]	]	PUNCT
bracis-28414	42	4	,	,	PUNCT
bracis-28414	42	5	yolo	yolo	ADP
bracis-28414	42	6	 	 	SPACE
bracis-28414	42	7	+	+	ADJ
bracis-28414	42	8	 	 	SPACE
bracis-28414	42	9	svm	svm	NOUN
bracis-28414	42	10	[	[	X
bracis-28414	42	11	14	14	NUM
bracis-28414	42	12	]	]	PUNCT
bracis-28414	42	13	,	,	PUNCT
bracis-28414	42	14	and	and	CCONJ
bracis-28414	42	15	resnet	resnet	AUX
bracis-28414	42	16	(	(	PUNCT
bracis-28414	42	17	map	map	VERB
bracis-28414	42	18	around	around	ADV
bracis-28414	42	19	90	90	NUM
bracis-28414	42	20	%	%	NOUN
bracis-28414	42	21	)	)	PUNCT
bracis-28414	43	1	[	[	X
bracis-28414	43	2	15	15	NUM
bracis-28414	43	3	]	]	PUNCT
bracis-28414	43	4	proved	prove	VERB
bracis-28414	43	5	adequate	adequate	ADJ
bracis-28414	43	6	.	.	PUNCT
bracis-28414	44	1	such	such	ADJ
bracis-28414	44	2	approaches	approach	NOUN
bracis-28414	44	3	became	become	VERB
bracis-28414	44	4	possible	possible	ADJ
bracis-28414	44	5	to	to	PART
bracis-28414	44	6	identify	identify	VERB
bracis-28414	44	7	,	,	PUNCT
bracis-28414	44	8	classify	classify	VERB
bracis-28414	44	9	and	and	CCONJ
bracis-28414	44	10	count	count	VERB
bracis-28414	44	11	insects	insect	NOUN
bracis-28414	44	12	in	in	ADP
bracis-28414	44	13	plants	plant	NOUN
bracis-28414	44	14	,	,	PUNCT
bracis-28414	44	15	leaves	leave	NOUN
bracis-28414	44	16	,	,	PUNCT
bracis-28414	44	17	photographs	photograph	NOUN
bracis-28414	44	18	,	,	PUNCT
bracis-28414	44	19	traps	trap	NOUN
bracis-28414	44	20	,	,	PUNCT
bracis-28414	44	21	and	and	CCONJ
bracis-28414	44	22	grains	grain	NOUN
bracis-28414	44	23	[	[	X
bracis-28414	44	24	13	13	NUM
bracis-28414	44	25	,	,	PUNCT
bracis-28414	44	26	16	16	NUM
bracis-28414	44	27	]	]	PUNCT
bracis-28414	44	28	.	.	PUNCT
bracis-28414	45	1	the	the	DET
bracis-28414	45	2	insects	insect	NOUN
bracis-28414	45	3	include	include	VERB
bracis-28414	45	4	wasps	wasp	NOUN
bracis-28414	45	5	and	and	CCONJ
bracis-28414	45	6	moths	moth	NOUN
bracis-28414	45	7	[	[	X
bracis-28414	45	8	11	11	NUM
bracis-28414	45	9	]	]	PUNCT
bracis-28414	45	10	.	.	PUNCT
bracis-28414	46	1	liu	liu	PROPN
bracis-28414	46	2	and	and	CCONJ
bracis-28414	46	3	his	his	PRON
bracis-28414	46	4	team	team	NOUN
bracis-28414	47	1	[	[	X
bracis-28414	47	2	17	17	NUM
bracis-28414	47	3	]	]	PUNCT
bracis-28414	47	4	developed	develop	VERB
bracis-28414	47	5	a	a	DET
bracis-28414	47	6	system	system	NOUN
bracis-28414	47	7	called	call	VERB
bracis-28414	47	8	pestnet	pestnet	NOUN
bracis-28414	47	9	for	for	ADP
bracis-28414	47	10	field	field	NOUN
bracis-28414	47	11	pest	pest	NOUN
bracis-28414	47	12	detection	detection	NOUN
bracis-28414	47	13	.	.	PUNCT
bracis-28414	48	1	monitoring	monitor	VERB
bracis-28414	48	2	the	the	DET
bracis-28414	48	3	number	number	NOUN
bracis-28414	48	4	of	of	ADP
bracis-28414	48	5	pest	pest	NOUN
bracis-28414	48	6	species	specie	NOUN
bracis-28414	48	7	prevents	prevent	VERB
bracis-28414	48	8	the	the	DET
bracis-28414	48	9	indiscriminate	indiscriminate	ADJ
bracis-28414	48	10	use	use	NOUN
bracis-28414	48	11	of	of	ADP
bracis-28414	48	12	pesticides	pesticide	NOUN
bracis-28414	48	13	that	that	PRON
bracis-28414	48	14	result	result	VERB
bracis-28414	48	15	in	in	ADP
bracis-28414	48	16	crops	crop	NOUN
bracis-28414	48	17	that	that	PRON
bracis-28414	48	18	are	be	AUX
bracis-28414	48	19	harmful	harmful	ADJ
bracis-28414	48	20	to	to	ADP
bracis-28414	48	21	health	health	NOUN
bracis-28414	48	22	.	.	PUNCT
bracis-28414	49	1	the	the	DET
bracis-28414	49	2	acquisition	acquisition	NOUN
bracis-28414	49	3	equipment	equipment	NOUN
bracis-28414	49	4	is	be	AUX
bracis-28414	49	5	a	a	DET
bracis-28414	49	6	multispectral	multispectral	ADJ
bracis-28414	49	7	light	light	NOUN
bracis-28414	49	8	trap	trap	NOUN
bracis-28414	49	9	with	with	ADP
bracis-28414	49	10	an	an	DET
bracis-28414	49	11	hd	hd	NOUN
bracis-28414	49	12	camera	camera	NOUN
bracis-28414	49	13	to	to	PART
bracis-28414	49	14	capture	capture	VERB
bracis-28414	49	15	pest	pest	VERB
bracis-28414	49	16	specimens	specimen	NOUN
bracis-28414	49	17	in	in	ADP
bracis-28414	49	18	a	a	DET
bracis-28414	49	19	tray	tray	NOUN
bracis-28414	49	20	.	.	PUNCT
bracis-28414	50	1	its	its	PRON
bracis-28414	50	2	best	good	ADJ
bracis-28414	50	3	performance	performance	NOUN
bracis-28414	50	4	achieved	achieve	VERB
bracis-28414	50	5	an	an	DET
bracis-28414	50	6	map	map	NOUN
bracis-28414	50	7	of	of	ADP
bracis-28414	50	8	75.46	75.46	NUM
bracis-28414	50	9	%	%	NOUN
bracis-28414	50	10	.	.	PUNCT
bracis-28414	51	1	abiotic	abiotic	ADJ
bracis-28414	51	2	and	and	CCONJ
bracis-28414	51	3	biotic	biotic	ADJ
bracis-28414	51	4	factors	factor	NOUN
bracis-28414	51	5	such	such	ADJ
bracis-28414	51	6	as	as	ADP
bracis-28414	51	7	social	social	ADJ
bracis-28414	51	8	interactions	interaction	NOUN
bracis-28414	51	9	are	be	AUX
bracis-28414	51	10	used	use	VERB
bracis-28414	51	11	to	to	PART
bracis-28414	51	12	understand	understand	VERB
bracis-28414	51	13	social	social	ADJ
bracis-28414	51	14	insects	insect	NOUN
bracis-28414	51	15	.	.	PUNCT
bracis-28414	52	1	individuals	individual	NOUN
bracis-28414	52	2	in	in	ADP
bracis-28414	52	3	a	a	DET
bracis-28414	52	4	colony	colony	NOUN
bracis-28414	52	5	engage	engage	NOUN
bracis-28414	52	6	in	in	ADP
bracis-28414	52	7	various	various	ADJ
bracis-28414	52	8	tasks	task	NOUN
bracis-28414	52	9	,	,	PUNCT
bracis-28414	52	10	such	such	ADJ
bracis-28414	52	11	as	as	ADP
bracis-28414	52	12	foraging	forage	VERB
bracis-28414	52	13	and	and	CCONJ
bracis-28414	52	14	hive	hive	NOUN
bracis-28414	52	15	care	care	NOUN
bracis-28414	52	16	,	,	PUNCT
bracis-28414	52	17	depending	depend	VERB
bracis-28414	52	18	on	on	ADP
bracis-28414	52	19	social	social	ADJ
bracis-28414	52	20	contexts	context	NOUN
bracis-28414	52	21	and	and	CCONJ
bracis-28414	52	22	interactions	interaction	NOUN
bracis-28414	52	23	[	[	X
bracis-28414	52	24	18	18	NUM
bracis-28414	52	25	]	]	PUNCT
bracis-28414	52	26	.	.	PUNCT
bracis-28414	53	1	challenges	challenge	NOUN
bracis-28414	53	2	arise	arise	VERB
bracis-28414	53	3	when	when	SCONJ
bracis-28414	53	4	monitoring	monitor	VERB
bracis-28414	53	5	these	these	DET
bracis-28414	53	6	colonies	colony	NOUN
bracis-28414	53	7	because	because	SCONJ
bracis-28414	53	8	individuals	individual	NOUN
bracis-28414	53	9	are	be	AUX
bracis-28414	53	10	small	small	ADJ
bracis-28414	53	11	and	and	CCONJ
bracis-28414	53	12	numerous	numerous	ADJ
bracis-28414	53	13	[	[	X
bracis-28414	53	14	19	19	NUM
bracis-28414	53	15	]	]	PUNCT
bracis-28414	53	16	.	.	PUNCT
bracis-28414	54	1	tracking	tracking	NOUN
bracis-28414	54	2	systems	system	NOUN
bracis-28414	54	3	have	have	AUX
bracis-28414	54	4	been	be	AUX
bracis-28414	54	5	used	use	VERB
bracis-28414	54	6	for	for	ADP
bracis-28414	54	7	this	this	DET
bracis-28414	54	8	function	function	NOUN
bracis-28414	54	9	,	,	PUNCT
bracis-28414	54	10	as	as	SCONJ
bracis-28414	54	11	insect	insect	NOUN
bracis-28414	54	12	movements	movement	NOUN
bracis-28414	54	13	can	can	AUX
bracis-28414	54	14	provide	provide	VERB
bracis-28414	54	15	information	information	NOUN
bracis-28414	54	16	about	about	ADP
bracis-28414	54	17	their	their	PRON
bracis-28414	54	18	cognition	cognition	NOUN
bracis-28414	54	19	and	and	CCONJ
bracis-28414	54	20	decision	decision	NOUN
bracis-28414	54	21	-	-	PUNCT
bracis-28414	54	22	making	making	NOUN
bracis-28414	54	23	[	[	X
bracis-28414	54	24	20	20	NUM
bracis-28414	54	25	]	]	PUNCT
bracis-28414	54	26	.	.	PUNCT
bracis-28414	55	1	most	most	ADJ
bracis-28414	55	2	tracking	tracking	NOUN
bracis-28414	55	3	uses	use	VERB
bracis-28414	55	4	classical	classical	ADJ
bracis-28414	55	5	machine	machine	NOUN
bracis-28414	55	6	learning	learn	VERB
bracis-28414	55	7	techniques	technique	NOUN
bracis-28414	55	8	[	[	X
bracis-28414	55	9	21	21	NUM
bracis-28414	55	10	]	]	X
bracis-28414	55	11	;	;	PUNCT
bracis-28414	55	12	however	however	ADV
bracis-28414	55	13	,	,	PUNCT
bracis-28414	55	14	computer	computer	NOUN
bracis-28414	55	15	vision	vision	NOUN
bracis-28414	55	16	can	can	AUX
bracis-28414	55	17	automate	automate	VERB
bracis-28414	55	18	tracking	tracking	NOUN
bracis-28414	55	19	,	,	PUNCT
bracis-28414	55	20	featuring	feature	VERB
bracis-28414	55	21	velocity	velocity	NOUN
bracis-28414	55	22	,	,	PUNCT
bracis-28414	55	23	straightness	straightness	NOUN
bracis-28414	55	24	,	,	PUNCT
bracis-28414	55	25	direction	direction	NOUN
bracis-28414	55	26	,	,	PUNCT
bracis-28414	55	27	and	and	CCONJ
bracis-28414	55	28	exploration	exploration	NOUN
bracis-28414	55	29	of	of	ADP
bracis-28414	55	30	trajectories	trajectory	NOUN
bracis-28414	55	31	[	[	X
bracis-28414	55	32	22	22	NUM
bracis-28414	55	33	]	]	PUNCT
bracis-28414	55	34	.	.	PUNCT
bracis-28414	56	1	markers	marker	NOUN
bracis-28414	56	2	make	make	VERB
bracis-28414	56	3	the	the	DET
bracis-28414	56	4	tracking	tracking	NOUN
bracis-28414	56	5	system	system	NOUN
bracis-28414	56	6	based	base	VERB
bracis-28414	56	7	on	on	ADP
bracis-28414	56	8	images	image	NOUN
bracis-28414	56	9	more	more	ADV
bracis-28414	56	10	robust	robust	ADJ
bracis-28414	56	11	,	,	PUNCT
bracis-28414	56	12	making	make	VERB
bracis-28414	56	13	it	it	PRON
bracis-28414	56	14	possible	possible	ADJ
bracis-28414	56	15	to	to	PART
bracis-28414	56	16	measure	measure	VERB
bracis-28414	56	17	locomotor	locomotor	NOUN
bracis-28414	56	18	activities	activity	NOUN
bracis-28414	56	19	[	[	X
bracis-28414	56	20	18	18	NUM
bracis-28414	56	21	]	]	PUNCT
bracis-28414	56	22	of	of	ADP
bracis-28414	56	23	members	member	NOUN
bracis-28414	56	24	of	of	ADP
bracis-28414	56	25	an	an	DET
bracis-28414	56	26	ant	ant	ADJ
bracis-28414	56	27	colony	colony	NOUN
bracis-28414	56	28	in	in	ADP
bracis-28414	56	29	the	the	DET
bracis-28414	56	30	laboratory	laboratory	NOUN
bracis-28414	56	31	to	to	PART
bracis-28414	56	32	study	study	VERB
bracis-28414	56	33	their	their	PRON
bracis-28414	56	34	circadian	circadian	ADJ
bracis-28414	56	35	activity	activity	NOUN
bracis-28414	56	36	[	[	X
bracis-28414	56	37	19	19	NUM
bracis-28414	56	38	]	]	PUNCT
bracis-28414	56	39	.	.	PUNCT
bracis-28414	57	1	some	some	DET
bracis-28414	57	2	authors	author	NOUN
bracis-28414	57	3	,	,	PUNCT
bracis-28414	57	4	such	such	ADJ
bracis-28414	57	5	as	as	ADP
bracis-28414	57	6	[	[	X
bracis-28414	57	7	23	23	NUM
bracis-28414	57	8	]	]	PUNCT
bracis-28414	57	9	,	,	PUNCT
bracis-28414	57	10	try	try	VERB
bracis-28414	57	11	to	to	PART
bracis-28414	57	12	integrate	integrate	VERB
bracis-28414	57	13	real	real	ADJ
bracis-28414	57	14	-	-	PUNCT
bracis-28414	57	15	time	time	NOUN
bracis-28414	57	16	data	datum	NOUN
bracis-28414	57	17	analytics	analytic	NOUN
bracis-28414	57	18	and	and	CCONJ
bracis-28414	57	19	monitor	monitor	VERB
bracis-28414	57	20	them	they	PRON
bracis-28414	57	21	under	under	ADP
bracis-28414	57	22	natural	natural	ADJ
bracis-28414	57	23	conditions	condition	NOUN
bracis-28414	57	24	,	,	PUNCT
bracis-28414	57	25	such	such	ADJ
bracis-28414	57	26	as	as	ADP
bracis-28414	57	27	in	in	ADP
bracis-28414	57	28	a	a	DET
bracis-28414	57	29	tropical	tropical	ADJ
bracis-28414	57	30	forest	forest	NOUN
bracis-28414	58	1	[	[	X
bracis-28414	58	2	22	22	NUM
bracis-28414	58	3	]	]	PUNCT
bracis-28414	58	4	without	without	ADP
bracis-28414	58	5	markers	marker	NOUN
bracis-28414	58	6	.	.	PUNCT
bracis-28414	59	1	bioluminescence	bioluminescence	NOUN
bracis-28414	59	2	and	and	CCONJ
bracis-28414	59	3	behavior	behavior	NOUN
bracis-28414	59	4	studies	study	NOUN
bracis-28414	59	5	of	of	ADP
bracis-28414	59	6	insects	insect	NOUN
bracis-28414	59	7	such	such	ADJ
bracis-28414	59	8	as	as	ADP
bracis-28414	59	9	fireflies	firefly	NOUN
bracis-28414	59	10	[	[	X
bracis-28414	59	11	24	24	NUM
bracis-28414	59	12	]	]	PUNCT
bracis-28414	59	13	and	and	CCONJ
bracis-28414	59	14	pest	pest	VERB
bracis-28414	59	15	counting	counting	NOUN
bracis-28414	59	16	in	in	ADP
bracis-28414	59	17	automatic	automatic	ADJ
bracis-28414	59	18	traps	trap	NOUN
bracis-28414	59	19	with	with	ADP
bracis-28414	59	20	live	live	ADJ
bracis-28414	59	21	insects	insect	NOUN
bracis-28414	59	22	also	also	ADV
bracis-28414	59	23	use	use	VERB
bracis-28414	59	24	tracking	track	VERB
bracis-28414	59	25	[	[	X
bracis-28414	59	26	25	25	NUM
bracis-28414	59	27	]	]	PUNCT
bracis-28414	59	28	.	.	PUNCT
bracis-28414	60	1	concomitantly	concomitantly	ADV
bracis-28414	60	2	emerged	emerge	VERB
bracis-28414	60	3	were	be	AUX
bracis-28414	60	4	works	work	NOUN
bracis-28414	60	5	involving	involve	VERB
bracis-28414	60	6	the	the	DET
bracis-28414	60	7	apidae	apidae	NOUN
bracis-28414	60	8	family	family	NOUN
bracis-28414	60	9	of	of	ADP
bracis-28414	60	10	the	the	DET
bracis-28414	60	11	hymenoptera	hymenoptera	NOUN
bracis-28414	60	12	order	order	NOUN
bracis-28414	60	13	.	.	PUNCT
bracis-28414	61	1	bee	bee	NOUN
bracis-28414	61	2	foraging	forage	VERB
bracis-28414	61	3	studies	study	NOUN
bracis-28414	61	4	using	use	VERB
bracis-28414	61	5	rfid	rfid	ADJ
bracis-28414	61	6	tags	tag	NOUN
bracis-28414	61	7	[	[	X
bracis-28414	61	8	2	2	NUM
bracis-28414	61	9	]	]	PUNCT
bracis-28414	61	10	merged	merge	VERB
bracis-28414	61	11	with	with	ADP
bracis-28414	61	12	temperature	temperature	NOUN
bracis-28414	61	13	,	,	PUNCT
bracis-28414	61	14	barometric	barometric	ADJ
bracis-28414	61	15	pressure	pressure	NOUN
bracis-28414	61	16	,	,	PUNCT
bracis-28414	61	17	and	and	CCONJ
bracis-28414	61	18	solar	solar	ADJ
bracis-28414	61	19	irradiance	irradiance	NOUN
bracis-28414	61	20	data	datum	NOUN
bracis-28414	61	21	define	define	VERB
bracis-28414	61	22	a	a	DET
bracis-28414	61	23	recurrent	recurrent	ADJ
bracis-28414	61	24	neural	neural	ADJ
bracis-28414	61	25	networks	network	NOUN
bracis-28414	61	26	(	(	PUNCT
bracis-28414	61	27	rnn	rnn	PROPN
bracis-28414	61	28	)	)	PUNCT
bracis-28414	61	29	architecture	architecture	NOUN
bracis-28414	62	1	[	[	X
bracis-28414	62	2	8	8	NUM
bracis-28414	62	3	]	]	PUNCT
bracis-28414	62	4	that	that	PRON
bracis-28414	62	5	performs	perform	VERB
bracis-28414	62	6	best	good	ADJ
bracis-28414	62	7	in	in	ADP
bracis-28414	62	8	predicting	predict	VERB
bracis-28414	62	9	bee	bee	PROPN
bracis-28414	62	10	behavior	behavior	NOUN
bracis-28414	62	11	.	.	PUNCT
bracis-28414	63	1	there	there	PRON
bracis-28414	63	2	are	be	VERB
bracis-28414	63	3	also	also	ADV
bracis-28414	63	4	systems	system	NOUN
bracis-28414	63	5	with	with	ADP
bracis-28414	63	6	deep	deep	ADJ
bracis-28414	63	7	learning	learning	NOUN
bracis-28414	63	8	for	for	ADP
bracis-28414	63	9	automated	automate	VERB
bracis-28414	63	10	monitoring	monitoring	NOUN
bracis-28414	63	11	of	of	ADP
bracis-28414	63	12	beehives	beehive	NOUN
bracis-28414	63	13	(	(	PUNCT
bracis-28414	63	14	deepbees	deepbee	NOUN
bracis-28414	63	15	)	)	PUNCT
bracis-28414	64	1	[	[	X
bracis-28414	64	2	10	10	NUM
bracis-28414	64	3	]	]	PUNCT
bracis-28414	64	4	.	.	PUNCT
bracis-28414	65	1	in	in	ADP
bracis-28414	65	2	this	this	DET
bracis-28414	65	3	case	case	NOUN
bracis-28414	65	4	,	,	PUNCT
bracis-28414	65	5	the	the	DET
bracis-28414	65	6	footage	footage	NOUN
bracis-28414	65	7	of	of	ADP
bracis-28414	65	8	the	the	DET
bracis-28414	65	9	bees	bee	NOUN
bracis-28414	65	10	takes	take	VERB
bracis-28414	65	11	place	place	NOUN
bracis-28414	65	12	at	at	ADP
bracis-28414	65	13	the	the	DET
bracis-28414	65	14	entrance	entrance	NOUN
bracis-28414	65	15	to	to	ADP
bracis-28414	65	16	the	the	DET
bracis-28414	65	17	hive	hive	NOUN
bracis-28414	65	18	.	.	PUNCT
bracis-28414	66	1	deepbees	deepbee	NOUN
bracis-28414	66	2	monitors	monitor	VERB
bracis-28414	66	3	health	health	NOUN
bracis-28414	66	4	and	and	CCONJ
bracis-28414	66	5	hygiene	hygiene	NOUN
bracis-28414	66	6	,	,	PUNCT
bracis-28414	66	7	attacks	attack	NOUN
bracis-28414	66	8	and	and	CCONJ
bracis-28414	66	9	invasions	invasion	NOUN
bracis-28414	66	10	(	(	PUNCT
bracis-28414	66	11	wasps	wasps	NOUN
bracis-28414	66	12	)	)	PUNCT
bracis-28414	66	13	,	,	PUNCT
bracis-28414	66	14	pollen	pollen	NOUN
bracis-28414	66	15	,	,	PUNCT
bracis-28414	66	16	bees	bee	NOUN
bracis-28414	66	17	dead	dead	ADJ
bracis-28414	66	18	,	,	PUNCT
bracis-28414	66	19	and	and	CCONJ
bracis-28414	66	20	drones	drone	NOUN
bracis-28414	66	21	.	.	PUNCT
bracis-28414	67	1	however	however	ADV
bracis-28414	67	2	,	,	PUNCT
bracis-28414	67	3	there	there	PRON
bracis-28414	67	4	are	be	VERB
bracis-28414	67	5	still	still	ADV
bracis-28414	67	6	challenges	challenge	NOUN
bracis-28414	67	7	in	in	ADP
bracis-28414	67	8	the	the	DET
bracis-28414	67	9	detection	detection	NOUN
bracis-28414	67	10	,	,	PUNCT
bracis-28414	67	11	direct	direct	ADJ
bracis-28414	67	12	mapping	mapping	NOUN
bracis-28414	67	13	of	of	ADP
bracis-28414	67	14	activities	activity	NOUN
bracis-28414	67	15	,	,	PUNCT
bracis-28414	67	16	and	and	CCONJ
bracis-28414	67	17	with	with	ADP
bracis-28414	67	18	diseases	disease	NOUN
bracis-28414	67	19	or	or	CCONJ
bracis-28414	67	20	mite	mite	NOUN
bracis-28414	67	21	infestation	infestation	NOUN
bracis-28414	67	22	;	;	PUNCT
bracis-28414	67	23	caused	cause	VERB
bracis-28414	67	24	by	by	ADP
bracis-28414	67	25	lack	lack	NOUN
bracis-28414	67	26	of	of	ADP
bracis-28414	67	27	data	datum	NOUN
bracis-28414	67	28	.	.	PUNCT
bracis-28414	68	1	tracking	track	VERB
bracis-28414	68	2	for	for	ADP
bracis-28414	68	3	pollination	pollination	NOUN
bracis-28414	68	4	studies	study	NOUN
bracis-28414	68	5	targets	target	NOUN
bracis-28414	68	6	bees	bee	NOUN
bracis-28414	68	7	.	.	PUNCT
bracis-28414	69	1	monitoring	monitor	VERB
bracis-28414	69	2	natural	natural	ADJ
bracis-28414	69	3	habitats	habitat	NOUN
bracis-28414	69	4	are	be	AUX
bracis-28414	69	5	essential	essential	ADJ
bracis-28414	69	6	for	for	ADP
bracis-28414	69	7	behavioral	behavioral	ADJ
bracis-28414	69	8	studies	study	NOUN
bracis-28414	69	9	,	,	PUNCT
bracis-28414	69	10	preferably	preferably	ADV
bracis-28414	69	11	with	with	ADP
bracis-28414	69	12	non	non	ADJ
bracis-28414	69	13	-	-	ADJ
bracis-28414	69	14	invasive	invasive	ADJ
bracis-28414	69	15	techniques	technique	NOUN
bracis-28414	69	16	.	.	PUNCT
bracis-28414	70	1	hybrid	hybrid	ADJ
bracis-28414	70	2	detection	detection	NOUN
bracis-28414	70	3	and	and	CCONJ
bracis-28414	70	4	tracking	tracking	NOUN
bracis-28414	70	5	(	(	PUNCT
bracis-28414	70	6	hydat	hydat	ADJ
bracis-28414	70	7	)	)	PUNCT
bracis-28414	70	8	map	map	VERB
bracis-28414	70	9	interactions	interaction	NOUN
bracis-28414	70	10	between	between	ADP
bracis-28414	70	11	bees	bee	NOUN
bracis-28414	70	12	and	and	CCONJ
bracis-28414	70	13	wildflowers	wildflower	NOUN
bracis-28414	70	14	;	;	PUNCT
bracis-28414	70	15	knn	knn	PROPN
bracis-28414	70	16	segments	segment	VERB
bracis-28414	70	17	the	the	DET
bracis-28414	70	18	image	image	NOUN
bracis-28414	70	19	background	background	NOUN
bracis-28414	70	20	and	and	CCONJ
bracis-28414	70	21	foreground	foreground	VERB
bracis-28414	70	22	,	,	PUNCT
bracis-28414	70	23	and	and	CCONJ
bracis-28414	70	24	yolo	yolo	ADJ
bracis-28414	70	25	locates	locate	VERB
bracis-28414	70	26	bees	bee	NOUN
bracis-28414	70	27	[	[	X
bracis-28414	70	28	20	20	NUM
bracis-28414	70	29	,	,	PUNCT
bracis-28414	70	30	26	26	NUM
bracis-28414	70	31	]	]	PUNCT
bracis-28414	70	32	.	.	PUNCT
bracis-28414	71	1	perez	perez	PROPN
bracis-28414	71	2	-	-	PUNCT
bracis-28414	71	3	cham	cham	PROPN
bracis-28414	71	4	[	[	X
bracis-28414	71	5	27	27	NUM
bracis-28414	71	6	]	]	PUNCT
bracis-28414	71	7	,	,	PUNCT
bracis-28414	71	8	sun	sun	NOUN
bracis-28414	72	1	[	[	X
bracis-28414	72	2	28	28	NUM
bracis-28414	72	3	]	]	PUNCT
bracis-28414	72	4	,	,	PUNCT
bracis-28414	72	5	and	and	CCONJ
bracis-28414	72	6	their	their	PRON
bracis-28414	72	7	teams	team	NOUN
bracis-28414	72	8	use	use	VERB
bracis-28414	72	9	3d	3d	NOUN
bracis-28414	72	10	tracking	tracking	NOUN
bracis-28414	72	11	to	to	PART
bracis-28414	72	12	analyze	analyze	VERB
bracis-28414	72	13	and	and	CCONJ
bracis-28414	72	14	reconstruct	reconstruct	VERB
bracis-28414	72	15	the	the	DET
bracis-28414	72	16	bees	bee	NOUN
bracis-28414	72	17	’	’	PART
bracis-28414	72	18	flight	flight	NOUN
bracis-28414	72	19	paths	path	NOUN
bracis-28414	72	20	.	.	PUNCT
bracis-28414	73	1	this	this	DET
bracis-28414	73	2	work	work	NOUN
bracis-28414	73	3	presents	present	VERB
bracis-28414	73	4	the	the	DET
bracis-28414	73	5	following	follow	VERB
bracis-28414	73	6	contributions	contribution	NOUN
bracis-28414	73	7	:	:	PUNCT
bracis-28414	73	8	it	it	PRON
bracis-28414	73	9	uses	use	VERB
bracis-28414	73	10	non	non	ADJ
bracis-28414	73	11	-	-	ADJ
bracis-28414	73	12	invasive	invasive	ADJ
bracis-28414	73	13	techniques	technique	NOUN
bracis-28414	73	14	,	,	PUNCT
bracis-28414	73	15	without	without	ADP
bracis-28414	73	16	sensors	sensor	NOUN
bracis-28414	73	17	in	in	ADP
bracis-28414	73	18	the	the	DET
bracis-28414	73	19	hive	hive	NOUN
bracis-28414	73	20	and	and	CCONJ
bracis-28414	73	21	markers	marker	NOUN
bracis-28414	73	22	in	in	ADP
bracis-28414	73	23	the	the	DET
bracis-28414	73	24	insects	insect	NOUN
bracis-28414	73	25	;	;	PUNCT
bracis-28414	73	26	uses	use	VERB
bracis-28414	73	27	a	a	DET
bracis-28414	73	28	one	one	NUM
bracis-28414	73	29	-	-	PUNCT
bracis-28414	73	30	stage	stage	NOUN
bracis-28414	73	31	object	object	NOUN
bracis-28414	73	32	detector	detector	NOUN
bracis-28414	73	33	to	to	PART
bracis-28414	73	34	classify	classify	VERB
bracis-28414	73	35	and	and	CCONJ
bracis-28414	73	36	detect	detect	VERB
bracis-28414	73	37	jataí	jataí	NOUN
bracis-28414	73	38	;	;	PUNCT
bracis-28414	73	39	it	it	PRON
bracis-28414	73	40	only	only	ADV
bracis-28414	73	41	uses	use	VERB
bracis-28414	73	42	tracking	tracking	NOUN
bracis-28414	73	43	based	base	VERB
bracis-28414	73	44	on	on	ADP
bracis-28414	73	45	detections	detection	NOUN
bracis-28414	73	46	;	;	PUNCT
bracis-28414	73	47	compares	compare	VERB
bracis-28414	73	48	the	the	DET
bracis-28414	73	49	performance	performance	NOUN
bracis-28414	73	50	of	of	ADP
bracis-28414	73	51	two	two	NUM
bracis-28414	73	52	tracking	track	VERB
bracis-28414	73	53	algorithms	algorithm	NOUN
bracis-28414	73	54	to	to	PART
bracis-28414	73	55	perform	perform	VERB
bracis-28414	73	56	the	the	DET
bracis-28414	73	57	task	task	NOUN
bracis-28414	73	58	;	;	PUNCT
bracis-28414	73	59	contains	contain	VERB
bracis-28414	73	60	specific	specific	ADJ
bracis-28414	73	61	implementation	implementation	NOUN
bracis-28414	73	62	for	for	ADP
bracis-28414	73	63	the	the	DET
bracis-28414	73	64	optical	optical	ADJ
bracis-28414	73	65	flow	flow	NOUN
bracis-28414	73	66	of	of	ADP
bracis-28414	73	67	bees	bee	NOUN
bracis-28414	73	68	and	and	CCONJ
bracis-28414	73	69	;	;	PUNCT
bracis-28414	73	70	compares	compare	VERB
bracis-28414	73	71	the	the	DET
bracis-28414	73	72	performance	performance	NOUN
bracis-28414	73	73	of	of	ADP
bracis-28414	73	74	computer	computer	NOUN
bracis-28414	73	75	vision	vision	NOUN
bracis-28414	73	76	with	with	ADP
bracis-28414	73	77	humans	human	NOUN
bracis-28414	73	78	.	.	PUNCT
bracis-28414	74	1	in	in	ADP
bracis-28414	74	2	this	this	DET
bracis-28414	74	3	way	way	NOUN
bracis-28414	74	4	,	,	PUNCT
bracis-28414	74	5	we	we	PRON
bracis-28414	74	6	believe	believe	VERB
bracis-28414	74	7	it	it	PRON
bracis-28414	74	8	is	be	AUX
bracis-28414	74	9	possible	possible	ADJ
bracis-28414	74	10	to	to	PART
bracis-28414	74	11	contribute	contribute	VERB
bracis-28414	74	12	to	to	ADP
bracis-28414	74	13	the	the	DET
bracis-28414	74	14	ecological	ecological	ADJ
bracis-28414	74	15	preservation	preservation	NOUN
bracis-28414	74	16	of	of	ADP
bracis-28414	74	17	the	the	DET
bracis-28414	74	18	species	specie	NOUN
bracis-28414	74	19	,	,	PUNCT
bracis-28414	74	20	combating	combat	VERB
bracis-28414	74	21	the	the	DET
bracis-28414	74	22	decline	decline	NOUN
bracis-28414	74	23	of	of	ADP
bracis-28414	74	24	insects	insect	NOUN
bracis-28414	74	25	and	and	CCONJ
bracis-28414	74	26	facilitating	facilitate	VERB
bracis-28414	74	27	their	their	PRON
bracis-28414	74	28	management	management	NOUN
bracis-28414	74	29	.	.	PUNCT
bracis-28414	75	1	3	3	NUM
bracis-28414	75	2	methods	method	NOUN
bracis-28414	75	3	3.1	3.1	NUM
bracis-28414	75	4	custom	custom	NOUN
bracis-28414	75	5	dataset	dataset	NOUN
bracis-28414	75	6	–	–	PUNCT
bracis-28414	75	7	tetragonisca	tetragonisca	NOUN
bracis-28414	75	8	angustula	angustula	NOUN
bracis-28414	75	9	(	(	PUNCT
bracis-28414	75	10	jataí	jataí	NOUN
bracis-28414	75	11	)	)	PUNCT
bracis-28414	75	12	the	the	DET
bracis-28414	75	13	jataí	jataí	NOUN
bracis-28414	75	14	(	(	PUNCT
bracis-28414	75	15	fig	fig	NOUN
bracis-28414	75	16	.	.	PUNCT
bracis-28414	75	17	 	 	SPACE
bracis-28414	75	18	1	1	X
bracis-28414	75	19	)	)	PUNCT
bracis-28414	75	20	is	be	AUX
bracis-28414	75	21	a	a	DET
bracis-28414	75	22	bee	bee	NOUN
bracis-28414	75	23	native	native	ADJ
bracis-28414	75	24	to	to	ADP
bracis-28414	75	25	brazil	brazil	PROPN
bracis-28414	75	26	,	,	PUNCT
bracis-28414	75	27	and	and	CCONJ
bracis-28414	75	28	its	its	PRON
bracis-28414	75	29	geographic	geographic	ADJ
bracis-28414	75	30	distribution	distribution	NOUN
bracis-28414	75	31	occurs	occur	VERB
bracis-28414	75	32	throughout	throughout	ADP
bracis-28414	75	33	the	the	DET
bracis-28414	75	34	brazilian	brazilian	ADJ
bracis-28414	75	35	territory	territory	NOUN
bracis-28414	75	36	.	.	PUNCT
bracis-28414	76	1	considering	consider	VERB
bracis-28414	76	2	its	its	PRON
bracis-28414	76	3	natural	natural	ADJ
bracis-28414	76	4	environment	environment	NOUN
bracis-28414	76	5	,	,	PUNCT
bracis-28414	76	6	this	this	DET
bracis-28414	76	7	species	specie	NOUN
bracis-28414	76	8	has	have	VERB
bracis-28414	76	9	the	the	DET
bracis-28414	76	10	habit	habit	NOUN
bracis-28414	76	11	of	of	ADP
bracis-28414	76	12	nesting	nest	VERB
bracis-28414	76	13	in	in	ADP
bracis-28414	76	14	tree	tree	NOUN
bracis-28414	76	15	hollows	hollow	NOUN
bracis-28414	76	16	and	and	CCONJ
bracis-28414	76	17	rock	rock	NOUN
bracis-28414	76	18	cavities	cavity	NOUN
bracis-28414	76	19	.	.	PUNCT
bracis-28414	77	1	its	its	PRON
bracis-28414	77	2	adaptability	adaptability	NOUN
bracis-28414	77	3	promotes	promote	VERB
bracis-28414	77	4	nesting	nest	VERB
bracis-28414	77	5	in	in	ADP
bracis-28414	77	6	hollow	hollow	ADJ
bracis-28414	77	7	walls	wall	NOUN
bracis-28414	77	8	,	,	PUNCT
bracis-28414	77	9	light	light	ADJ
bracis-28414	77	10	boxes	box	NOUN
bracis-28414	77	11	,	,	PUNCT
bracis-28414	77	12	letter	letter	NOUN
bracis-28414	77	13	boxes	box	NOUN
bracis-28414	77	14	,	,	PUNCT
bracis-28414	77	15	stone	stone	NOUN
bracis-28414	77	16	walls	wall	NOUN
bracis-28414	77	17	,	,	PUNCT
bracis-28414	77	18	and	and	CCONJ
bracis-28414	77	19	other	other	ADJ
bracis-28414	77	20	unusual	unusual	ADJ
bracis-28414	77	21	places	place	NOUN
bracis-28414	77	22	,	,	PUNCT
bracis-28414	77	23	considering	consider	VERB
bracis-28414	77	24	an	an	DET
bracis-28414	77	25	urbanized	urbanized	ADJ
bracis-28414	77	26	environment	environment	NOUN
bracis-28414	77	27	.	.	PUNCT
bracis-28414	78	1	the	the	DET
bracis-28414	78	2	colony	colony	NOUN
bracis-28414	78	3	has	have	VERB
bracis-28414	78	4	a	a	DET
bracis-28414	78	5	queen	queen	NOUN
bracis-28414	78	6	mother	mother	NOUN
bracis-28414	78	7	and	and	CCONJ
bracis-28414	78	8	an	an	DET
bracis-28414	78	9	average	average	NOUN
bracis-28414	78	10	of	of	ADP
bracis-28414	78	11	5000	5000	NUM
bracis-28414	78	12	(	(	PUNCT
bracis-28414	78	13	from	from	ADP
bracis-28414	78	14	2000	2000	NUM
bracis-28414	78	15	to	to	ADP
bracis-28414	78	16	8000	8000	NUM
bracis-28414	78	17	)	)	PUNCT
bracis-28414	78	18	workers	worker	NOUN
bracis-28414	78	19	.	.	PUNCT
bracis-28414	79	1	guards	guard	NOUN
bracis-28414	79	2	are	be	AUX
bracis-28414	79	3	a	a	DET
bracis-28414	79	4	caste	caste	NOUN
bracis-28414	79	5	with	with	ADP
bracis-28414	79	6	larger	large	ADJ
bracis-28414	79	7	sizes	size	NOUN
bracis-28414	79	8	than	than	ADP
bracis-28414	79	9	other	other	ADJ
bracis-28414	79	10	workers	worker	NOUN
bracis-28414	79	11	.	.	PUNCT
bracis-28414	80	1	during	during	ADP
bracis-28414	80	2	the	the	DET
bracis-28414	80	3	day	day	NOUN
bracis-28414	80	4	,	,	PUNCT
bracis-28414	80	5	the	the	DET
bracis-28414	80	6	workers	worker	NOUN
bracis-28414	80	7	remain	remain	VERB
bracis-28414	80	8	positioned	positioned	ADJ
bracis-28414	80	9	over	over	ADP
bracis-28414	80	10	the	the	DET
bracis-28414	80	11	inlet	inlet	ADJ
bracis-28414	80	12	tube	tube	NOUN
bracis-28414	80	13	or	or	CCONJ
bracis-28414	80	14	hover	hover	NOUN
bracis-28414	80	15	close	close	ADV
bracis-28414	80	16	to	to	ADP
bracis-28414	80	17	it	it	PRON
bracis-28414	80	18	.	.	PUNCT
bracis-28414	81	1	on	on	ADP
bracis-28414	81	2	average	average	ADJ
bracis-28414	81	3	measures	measure	NOUN
bracis-28414	81	4	4	4	NUM
bracis-28414	81	5	 	 	SPACE
bracis-28414	81	6	mm	mm	NOUN
bracis-28414	81	7	and	and	CCONJ
bracis-28414	81	8	can	can	AUX
bracis-28414	81	9	forage	forage	VERB
bracis-28414	81	10	600	600	NUM
bracis-28414	81	11	 	 	SPACE
bracis-28414	81	12	m	m	VERB
bracis-28414	81	13	from	from	ADP
bracis-28414	81	14	the	the	DET
bracis-28414	81	15	hive	hive	NOUN
bracis-28414	81	16	.	.	PUNCT
bracis-28414	82	1	fig	fig	NOUN
bracis-28414	82	2	.	.	PUNCT
bracis-28414	82	3	 	 	SPACE
bracis-28414	83	1	1	1	NUM
bracis-28414	83	2	.	.	PUNCT
bracis-28414	83	3	tetragonisca	tetragonisca	PROPN
bracis-28414	83	4	angustula	angustula	PROPN
bracis-28414	83	5	.	.	PUNCT
bracis-28414	84	1	adapted	adapt	VERB
bracis-28414	84	2	from	from	ADP
bracis-28414	84	3	a.b.e.l.h.a	a.b.e.l.h.a	PROPN
bracis-28414	84	4	.	.	PUNCT
bracis-28414	85	1	full	full	ADJ
bracis-28414	85	2	size	size	NOUN
bracis-28414	85	3	image	image	NOUN
bracis-28414	85	4	it	it	PRON
bracis-28414	85	5	is	be	AUX
bracis-28414	85	6	a	a	DET
bracis-28414	85	7	significant	significant	ADJ
bracis-28414	85	8	pollinator	pollinator	NOUN
bracis-28414	85	9	of	of	ADP
bracis-28414	85	10	crops	crop	NOUN
bracis-28414	85	11	such	such	ADJ
bracis-28414	85	12	as	as	ADP
bracis-28414	85	13	acapu	acapu	PROPN
bracis-28414	85	14	,	,	PUNCT
bracis-28414	85	15	avocado	avocado	ADJ
bracis-28414	85	16	,	,	PUNCT
bracis-28414	85	17	coffee	coffee	NOUN
bracis-28414	85	18	,	,	PUNCT
bracis-28414	85	19	carrot	carrot	NOUN
bracis-28414	85	20	,	,	PUNCT
bracis-28414	85	21	cupuaçu	cupuaçu	NOUN
bracis-28414	85	22	,	,	PUNCT
bracis-28414	85	23	guava	guava	NOUN
bracis-28414	85	24	,	,	PUNCT
bracis-28414	85	25	orange	orange	PROPN
bracis-28414	85	26	,	,	PUNCT
bracis-28414	85	27	mango	mango	NOUN
bracis-28414	85	28	,	,	PUNCT
bracis-28414	85	29	watermelon	watermelon	NOUN
bracis-28414	85	30	,	,	PUNCT
bracis-28414	85	31	strawberry	strawberry	NOUN
bracis-28414	85	32	,	,	PUNCT
bracis-28414	85	33	moressuma	moressuma	NOUN
bracis-28414	85	34	,	,	PUNCT
bracis-28414	85	35	pepper	pepper	NOUN
bracis-28414	85	36	,	,	PUNCT
bracis-28414	85	37	cucumber	cucumber	NOUN
bracis-28414	85	38	,	,	PUNCT
bracis-28414	85	39	tangerine	tangerine	ADJ
bracis-28414	85	40	,	,	PUNCT
bracis-28414	85	41	umbu	umbu	NOUN
bracis-28414	85	42	,	,	PUNCT
bracis-28414	85	43	and	and	CCONJ
bracis-28414	85	44	annatto	annatto	NOUN
bracis-28414	85	45	.	.	PUNCT
bracis-28414	86	1	therefore	therefore	ADV
bracis-28414	86	2	,	,	PUNCT
bracis-28414	86	3	proper	proper	ADJ
bracis-28414	86	4	management	management	NOUN
bracis-28414	86	5	of	of	ADP
bracis-28414	86	6	hives	hive	NOUN
bracis-28414	86	7	ensures	ensure	VERB
bracis-28414	86	8	the	the	DET
bracis-28414	86	9	productivity	productivity	NOUN
bracis-28414	86	10	of	of	ADP
bracis-28414	86	11	such	such	ADJ
bracis-28414	86	12	crops	crop	NOUN
bracis-28414	86	13	and	and	CCONJ
bracis-28414	86	14	protects	protect	VERB
bracis-28414	86	15	the	the	DET
bracis-28414	86	16	colony	colony	NOUN
bracis-28414	86	17	from	from	ADP
bracis-28414	86	18	natural	natural	ADJ
bracis-28414	86	19	enemies	enemy	NOUN
bracis-28414	86	20	.	.	PUNCT
bracis-28414	87	1	the	the	DET
bracis-28414	87	2	custom	custom	NOUN
bracis-28414	87	3	dataset	dataset	NOUN
bracis-28414	87	4	aims	aim	VERB
bracis-28414	87	5	to	to	PART
bracis-28414	87	6	monitor	monitor	VERB
bracis-28414	87	7	automatically	automatically	ADV
bracis-28414	87	8	of	of	ADP
bracis-28414	87	9	native	native	ADJ
bracis-28414	87	10	bee	bee	PROPN
bracis-28414	87	11	hives	hive	NOUN
bracis-28414	87	12	using	use	VERB
bracis-28414	87	13	non	non	ADJ
bracis-28414	87	14	-	-	ADJ
bracis-28414	87	15	invasive	invasive	ADJ
bracis-28414	87	16	techniques	technique	NOUN
bracis-28414	87	17	.	.	PUNCT
bracis-28414	88	1	it	it	PRON
bracis-28414	88	2	consists	consist	VERB
bracis-28414	88	3	of	of	ADP
bracis-28414	88	4	videos	video	NOUN
bracis-28414	88	5	of	of	ADP
bracis-28414	88	6	the	the	DET
bracis-28414	88	7	entry	entry	NOUN
bracis-28414	88	8	of	of	ADP
bracis-28414	88	9	several	several	ADJ
bracis-28414	88	10	colonies	colony	NOUN
bracis-28414	88	11	for	for	ADP
bracis-28414	88	12	tracking	tracking	NOUN
bracis-28414	88	13	identified	identify	VERB
bracis-28414	88	14	as	as	ADP
bracis-28414	88	15	xxxy	xxxy	PROPN
bracis-28414	88	16	-	-	PUNCT
bracis-28414	88	17	y	y	PROPN
bracis-28414	88	18	,	,	PUNCT
bracis-28414	88	19	where	where	SCONJ
bracis-28414	88	20	xxx	xxx	PROPN
bracis-28414	88	21	identifies	identify	VERB
bracis-28414	88	22	the	the	DET
bracis-28414	88	23	hive	hive	NOUN
bracis-28414	88	24	location	location	NOUN
bracis-28414	88	25	and	and	CCONJ
bracis-28414	88	26	y	y	PROPN
bracis-28414	88	27	-	-	PUNCT
bracis-28414	88	28	y	y	VERB
bracis-28414	88	29	the	the	DET
bracis-28414	88	30	recording	recording	NOUN
bracis-28414	88	31	interval	interval	NOUN
bracis-28414	88	32	.	.	PUNCT
bracis-28414	89	1	we	we	PRON
bracis-28414	89	2	identified	identify	VERB
bracis-28414	89	3	images	image	NOUN
bracis-28414	89	4	taken	take	VERB
bracis-28414	89	5	from	from	ADP
bracis-28414	89	6	the	the	DET
bracis-28414	89	7	videos	video	NOUN
bracis-28414	89	8	for	for	ADP
bracis-28414	89	9	object	object	NOUN
bracis-28414	89	10	detectors	detector	NOUN
bracis-28414	89	11	as	as	ADP
bracis-28414	89	12	the	the	DET
bracis-28414	89	13	complement	complement	NOUN
bracis-28414	89	14	of	of	ADP
bracis-28414	89	15	the	the	DET
bracis-28414	89	16	previous	previous	ADJ
bracis-28414	89	17	xxxy	xxxy	PROPN
bracis-28414	89	18	-	-	PUNCT
bracis-28414	89	19	yz	yz	PROPN
bracis-28414	89	20	…	…	PUNCT
bracis-28414	89	21	,	,	PUNCT
bracis-28414	89	22	where	where	SCONJ
bracis-28414	89	23	z	z	X
bracis-28414	89	24	…	…	PUNCT
bracis-28414	89	25	is	be	AUX
bracis-28414	89	26	an	an	DET
bracis-28414	89	27	i	i	PROPN
bracis-28414	89	28	d	d	PROPN
bracis-28414	89	29	associated	associate	VERB
bracis-28414	89	30	with	with	ADP
bracis-28414	89	31	each	each	DET
bracis-28414	89	32	image	image	NOUN
bracis-28414	89	33	.	.	PUNCT
bracis-28414	90	1	each	each	DET
bracis-28414	90	2	video	video	NOUN
bracis-28414	90	3	and	and	CCONJ
bracis-28414	90	4	image	image	NOUN
bracis-28414	90	5	contains	contain	VERB
bracis-28414	90	6	an	an	DET
bracis-28414	90	7	information	information	NOUN
bracis-28414	90	8	file	file	NOUN
bracis-28414	90	9	with	with	ADP
bracis-28414	90	10	the	the	DET
bracis-28414	90	11	metadata	metadata	NOUN
bracis-28414	90	12	.	.	PUNCT
bracis-28414	91	1	knowledge	knowledge	NOUN
bracis-28414	91	2	about	about	ADP
bracis-28414	91	3	the	the	DET
bracis-28414	91	4	jataís	jataís	NOUN
bracis-28414	91	5	showed	show	VERB
bracis-28414	91	6	that	that	SCONJ
bracis-28414	91	7	monitoring	monitoring	NOUN
bracis-28414	91	8	on	on	ADP
bracis-28414	91	9	cold	cold	ADJ
bracis-28414	91	10	,	,	PUNCT
bracis-28414	91	11	rainy	rainy	ADJ
bracis-28414	91	12	days	day	NOUN
bracis-28414	91	13	and	and	CCONJ
bracis-28414	91	14	at	at	ADP
bracis-28414	91	15	night	night	NOUN
bracis-28414	91	16	is	be	AUX
bracis-28414	91	17	unnecessary	unnecessary	ADJ
bracis-28414	91	18	.	.	PUNCT
bracis-28414	92	1	also	also	ADV
bracis-28414	92	2	,	,	PUNCT
bracis-28414	92	3	we	we	PRON
bracis-28414	92	4	avoid	avoid	VERB
bracis-28414	92	5	windy	windy	ADJ
bracis-28414	92	6	days	day	NOUN
bracis-28414	92	7	.	.	PUNCT
bracis-28414	93	1	in	in	ADP
bracis-28414	93	2	this	this	DET
bracis-28414	93	3	way	way	NOUN
bracis-28414	93	4	,	,	PUNCT
bracis-28414	93	5	the	the	DET
bracis-28414	93	6	data	datum	NOUN
bracis-28414	93	7	represent	represent	VERB
bracis-28414	93	8	reality	reality	NOUN
bracis-28414	93	9	and	and	CCONJ
bracis-28414	93	10	are	be	AUX
bracis-28414	93	11	valid	valid	ADJ
bracis-28414	93	12	only	only	ADV
bracis-28414	93	13	for	for	ADP
bracis-28414	93	14	jataís	jataís	NOUN
bracis-28414	93	15	.	.	PUNCT
bracis-28414	94	1	we	we	PRON
bracis-28414	94	2	used	use	VERB
bracis-28414	94	3	the	the	DET
bracis-28414	94	4	sony	sony	PROPN
bracis-28414	94	5	hdr	hdr	PROPN
bracis-28414	94	6	-	-	PUNCT
bracis-28414	94	7	as20	as20	PROPN
bracis-28414	94	8	camera	camera	NOUN
bracis-28414	94	9	,	,	PUNCT
bracis-28414	94	10	with	with	ADP
bracis-28414	94	11	a	a	DET
bracis-28414	94	12	resolution	resolution	NOUN
bracis-28414	94	13	of	of	ADP
bracis-28414	94	14	1920	1920	NUM
bracis-28414	94	15	 	 	SPACE
bracis-28414	94	16	×	×	NOUN
bracis-28414	94	17	 	 	SPACE
bracis-28414	94	18	1080p	1080p	NUM
bracis-28414	94	19	and	and	CCONJ
bracis-28414	94	20	a	a	DET
bracis-28414	94	21	recording	recording	NOUN
bracis-28414	94	22	speed	speed	NOUN
bracis-28414	94	23	of	of	ADP
bracis-28414	94	24	60	60	NUM
bracis-28414	94	25	fps	fps	PROPN
bracis-28414	94	26	.	.	PUNCT
bracis-28414	95	1	in	in	ADP
bracis-28414	95	2	an	an	DET
bracis-28414	95	3	attempt	attempt	NOUN
bracis-28414	95	4	to	to	PART
bracis-28414	95	5	represent	represent	VERB
bracis-28414	95	6	the	the	DET
bracis-28414	95	7	natural	natural	ADJ
bracis-28414	95	8	environment	environment	NOUN
bracis-28414	95	9	of	of	ADP
bracis-28414	95	10	the	the	DET
bracis-28414	95	11	hives	hive	NOUN
bracis-28414	95	12	,	,	PUNCT
bracis-28414	95	13	the	the	DET
bracis-28414	95	14	recordings	recording	NOUN
bracis-28414	95	15	took	take	VERB
bracis-28414	95	16	place	place	NOUN
bracis-28414	95	17	at	at	ADP
bracis-28414	95	18	different	different	ADJ
bracis-28414	95	19	times	time	NOUN
bracis-28414	95	20	of	of	ADP
bracis-28414	95	21	movement	movement	NOUN
bracis-28414	95	22	at	at	ADP
bracis-28414	95	23	the	the	DET
bracis-28414	95	24	hive	hive	NOUN
bracis-28414	95	25	’s	’s	PART
bracis-28414	95	26	entrance	entrance	NOUN
bracis-28414	95	27	.	.	PUNCT
bracis-28414	96	1	we	we	PRON
bracis-28414	96	2	withdraw	withdraw	VERB
bracis-28414	96	3	videos	video	NOUN
bracis-28414	96	4	of	of	ADP
bracis-28414	96	5	a	a	DET
bracis-28414	96	6	beehive	beehive	NOUN
bracis-28414	96	7	from	from	ADP
bracis-28414	96	8	the	the	DET
bracis-28414	96	9	beekeep	beekeep	NOUN
bracis-28414	96	10	cs	cs	PROPN
bracis-28414	96	11	database	database	NOUN
bracis-28414	96	12	,	,	PUNCT
bracis-28414	96	13	with	with	ADP
bracis-28414	96	14	a	a	DET
bracis-28414	96	15	resolution	resolution	NOUN
bracis-28414	96	16	of	of	ADP
bracis-28414	96	17	960	960	NUM
bracis-28414	96	18	 	 	SPACE
bracis-28414	96	19	×	×	NOUN
bracis-28414	96	20	 	 	SPACE
bracis-28414	96	21	540p	540p	PROPN
bracis-28414	96	22	and	and	CCONJ
bracis-28414	96	23	a	a	DET
bracis-28414	96	24	recording	recording	NOUN
bracis-28414	96	25	speed	speed	NOUN
bracis-28414	96	26	of	of	ADP
bracis-28414	96	27	30	30	NUM
bracis-28414	96	28	fps	fps	PROPN
bracis-28414	96	29	.	.	PUNCT
bracis-28414	97	1	we	we	PRON
bracis-28414	97	2	acquired	acquire	VERB
bracis-28414	97	3	videos	video	NOUN
bracis-28414	97	4	of	of	ADP
bracis-28414	97	5	natural	natural	ADJ
bracis-28414	97	6	and	and	CCONJ
bracis-28414	97	7	artificial	artificial	ADJ
bracis-28414	97	8	hives	hive	NOUN
bracis-28414	97	9	in	in	ADP
bracis-28414	97	10	urban	urban	ADJ
bracis-28414	97	11	and	and	CCONJ
bracis-28414	97	12	rural	rural	ADJ
bracis-28414	97	13	environments	environment	NOUN
bracis-28414	97	14	relatively	relatively	ADV
bracis-28414	97	15	close	close	ADJ
bracis-28414	97	16	,	,	PUNCT
bracis-28414	97	17	but	but	CCONJ
bracis-28414	97	18	climatic	climatic	ADJ
bracis-28414	97	19	conditions	condition	NOUN
bracis-28414	97	20	are	be	AUX
bracis-28414	97	21	different	different	ADJ
bracis-28414	97	22	.	.	PUNCT
bracis-28414	98	1	we	we	PRON
bracis-28414	98	2	positioned	position	VERB
bracis-28414	98	3	the	the	DET
bracis-28414	98	4	video	video	NOUN
bracis-28414	98	5	camera	camera	NOUN
bracis-28414	98	6	,	,	PUNCT
bracis-28414	98	7	trying	try	VERB
bracis-28414	98	8	to	to	PART
bracis-28414	98	9	optimize	optimize	VERB
bracis-28414	98	10	the	the	DET
bracis-28414	98	11	capture	capture	NOUN
bracis-28414	98	12	of	of	ADP
bracis-28414	98	13	movements	movement	NOUN
bracis-28414	98	14	around	around	ADP
bracis-28414	98	15	each	each	DET
bracis-28414	98	16	hive	hive	NOUN
bracis-28414	98	17	.	.	PUNCT
bracis-28414	99	1	therefore	therefore	ADV
bracis-28414	99	2	,	,	PUNCT
bracis-28414	99	3	there	there	PRON
bracis-28414	99	4	is	be	VERB
bracis-28414	99	5	only	only	ADV
bracis-28414	99	6	variation	variation	NOUN
bracis-28414	99	7	in	in	ADP
bracis-28414	99	8	the	the	DET
bracis-28414	99	9	capture	capture	NOUN
bracis-28414	99	10	angle	angle	NOUN
bracis-28414	99	11	for	for	ADP
bracis-28414	99	12	different	different	ADJ
bracis-28414	99	13	beehives	beehive	NOUN
bracis-28414	99	14	.	.	PUNCT
bracis-28414	100	1	the	the	DET
bracis-28414	100	2	dynamic	dynamic	NOUN
bracis-28414	100	3	in	in	ADP
bracis-28414	100	4	the	the	DET
bracis-28414	100	5	hive	hive	NOUN
bracis-28414	100	6	’s	’s	PART
bracis-28414	100	7	entrance	entrance	NOUN
bracis-28414	100	8	guarantees	guarantee	VERB
bracis-28414	100	9	the	the	DET
bracis-28414	100	10	variability	variability	NOUN
bracis-28414	100	11	of	of	ADP
bracis-28414	100	12	the	the	DET
bracis-28414	100	13	poses	pose	NOUN
bracis-28414	100	14	of	of	ADP
bracis-28414	100	15	the	the	DET
bracis-28414	100	16	bees	bee	NOUN
bracis-28414	100	17	.	.	PUNCT
bracis-28414	101	1	the	the	DET
bracis-28414	101	2	custom	custom	NOUN
bracis-28414	101	3	dataset	dataset	NOUN
bracis-28414	101	4	is	be	AUX
bracis-28414	101	5	structured	structure	VERB
bracis-28414	101	6	as	as	SCONJ
bracis-28414	101	7	required	require	VERB
bracis-28414	101	8	by	by	ADP
bracis-28414	101	9	the	the	DET
bracis-28414	101	10	family	family	NOUN
bracis-28414	101	11	of	of	ADP
bracis-28414	101	12	object	object	NOUN
bracis-28414	101	13	detectors	detector	NOUN
bracis-28414	101	14	known	know	VERB
bracis-28414	101	15	as	as	ADP
bracis-28414	101	16	yolo	yolo	NOUN
bracis-28414	101	17	(	(	PUNCT
bracis-28414	101	18	test	test	NOUN
bracis-28414	101	19	,	,	PUNCT
bracis-28414	101	20	valid	valid	ADJ
bracis-28414	101	21	,	,	PUNCT
bracis-28414	101	22	and	and	CCONJ
bracis-28414	101	23	train	train	NOUN
bracis-28414	101	24	)	)	PUNCT
bracis-28414	101	25	.	.	PUNCT
bracis-28414	102	1	these	these	DET
bracis-28414	102	2	directories	directory	NOUN
bracis-28414	102	3	have	have	VERB
bracis-28414	102	4	a	a	DET
bracis-28414	102	5	separation	separation	NOUN
bracis-28414	102	6	between	between	ADP
bracis-28414	102	7	images	image	NOUN
bracis-28414	102	8	,	,	PUNCT
bracis-28414	102	9	labels	label	NOUN
bracis-28414	102	10	,	,	PUNCT
bracis-28414	102	11	and	and	CCONJ
bracis-28414	102	12	information	information	NOUN
bracis-28414	102	13	.	.	PUNCT
bracis-28414	103	1	the	the	DET
bracis-28414	103	2	info	info	NOUN
bracis-28414	103	3	folder	folder	NOUN
bracis-28414	103	4	contains	contain	VERB
bracis-28414	103	5	the	the	DET
bracis-28414	103	6	metadata	metadata	NOUN
bracis-28414	103	7	.	.	PUNCT
bracis-28414	104	1	incomplete	incomplete	ADJ
bracis-28414	104	2	files	file	NOUN
bracis-28414	104	3	are	be	AUX
bracis-28414	104	4	due	due	ADJ
bracis-28414	104	5	to	to	ADP
bracis-28414	104	6	data	datum	NOUN
bracis-28414	104	7	not	not	PART
bracis-28414	104	8	provided	provide	VERB
bracis-28414	104	9	by	by	ADP
bracis-28414	104	10	beekeep	beekeep	NOUN
bracis-28414	104	11	cs	cs	X
bracis-28414	104	12	(	(	PUNCT
bracis-28414	104	13	16.7	16.7	NUM
bracis-28414	104	14	%	%	NOUN
bracis-28414	104	15	)	)	PUNCT
bracis-28414	104	16	.	.	PUNCT
bracis-28414	105	1	the	the	DET
bracis-28414	105	2	custom	custom	NOUN
bracis-28414	105	3	dataset	dataset	NOUN
bracis-28414	105	4	has	have	VERB
bracis-28414	105	5	26487	26487	NUM
bracis-28414	105	6	instances	instance	NOUN
bracis-28414	105	7	in	in	ADP
bracis-28414	105	8	2100	2100	NUM
bracis-28414	105	9	images	image	NOUN
bracis-28414	105	10	,	,	PUNCT
bracis-28414	105	11	with	with	ADP
bracis-28414	105	12	19000	19000	NUM
bracis-28414	105	13	in	in	ADP
bracis-28414	105	14	1500	1500	NUM
bracis-28414	105	15	images	image	NOUN
bracis-28414	105	16	for	for	ADP
bracis-28414	105	17	training	training	NOUN
bracis-28414	105	18	,	,	PUNCT
bracis-28414	105	19	3719	3719	NUM
bracis-28414	105	20	in	in	ADP
bracis-28414	105	21	300	300	NUM
bracis-28414	105	22	for	for	ADP
bracis-28414	105	23	validation	validation	NOUN
bracis-28414	105	24	,	,	PUNCT
bracis-28414	105	25	and	and	CCONJ
bracis-28414	105	26	3768	3768	NUM
bracis-28414	105	27	in	in	ADP
bracis-28414	105	28	300	300	NUM
bracis-28414	105	29	for	for	ADP
bracis-28414	105	30	testing	testing	NOUN
bracis-28414	105	31	.	.	PUNCT
bracis-28414	106	1	climate	climate	NOUN
bracis-28414	106	2	variations	variation	NOUN
bracis-28414	106	3	,	,	PUNCT
bracis-28414	106	4	preferably	preferably	ADV
bracis-28414	106	5	days	day	NOUN
bracis-28414	106	6	with	with	ADP
bracis-28414	106	7	the	the	DET
bracis-28414	106	8	sun	sun	NOUN
bracis-28414	106	9	between	between	ADP
bracis-28414	106	10	clouds	cloud	NOUN
bracis-28414	106	11	(	(	PUNCT
bracis-28414	106	12	83.2	83.2	NUM
bracis-28414	106	13	%	%	NOUN
bracis-28414	106	14	of	of	ADP
bracis-28414	106	15	the	the	DET
bracis-28414	106	16	images	image	NOUN
bracis-28414	106	17	)	)	PUNCT
bracis-28414	106	18	,	,	PUNCT
bracis-28414	106	19	periods	period	NOUN
bracis-28414	106	20	of	of	ADP
bracis-28414	106	21	the	the	DET
bracis-28414	106	22	days	day	NOUN
bracis-28414	106	23	(	(	PUNCT
bracis-28414	106	24	16.7	16.7	NUM
bracis-28414	106	25	%	%	NOUN
bracis-28414	106	26	obtained	obtain	VERB
bracis-28414	106	27	in	in	ADP
bracis-28414	106	28	the	the	DET
bracis-28414	106	29	morning	morning	NOUN
bracis-28414	106	30	and	and	CCONJ
bracis-28414	106	31	66.7	66.7	NUM
bracis-28414	106	32	%	%	NOUN
bracis-28414	106	33	in	in	ADP
bracis-28414	106	34	the	the	DET
bracis-28414	106	35	afternoon	afternoon	NOUN
bracis-28414	106	36	)	)	PUNCT
bracis-28414	106	37	,	,	PUNCT
bracis-28414	106	38	and	and	CCONJ
bracis-28414	106	39	seasons	season	NOUN
bracis-28414	106	40	(	(	PUNCT
bracis-28414	106	41	16.7	16.7	NUM
bracis-28414	106	42	%	%	NOUN
bracis-28414	106	43	obtained	obtain	VERB
bracis-28414	106	44	in	in	ADP
bracis-28414	106	45	winter	winter	NOUN
bracis-28414	106	46	and	and	CCONJ
bracis-28414	106	47	66.7	66.7	NUM
bracis-28414	106	48	%	%	NOUN
bracis-28414	106	49	in	in	ADP
bracis-28414	106	50	spring	spring	NOUN
bracis-28414	106	51	)	)	PUNCT
bracis-28414	106	52	,	,	PUNCT
bracis-28414	106	53	during	during	ADP
bracis-28414	106	54	the	the	DET
bracis-28414	106	55	recordings	recording	NOUN
bracis-28414	106	56	provided	provide	VERB
bracis-28414	106	57	differences	difference	NOUN
bracis-28414	106	58	in	in	ADP
bracis-28414	106	59	lighting	lighting	NOUN
bracis-28414	106	60	.	.	PUNCT
bracis-28414	107	1	we	we	PRON
bracis-28414	107	2	noticed	notice	VERB
bracis-28414	107	3	differences	difference	NOUN
bracis-28414	107	4	in	in	ADP
bracis-28414	107	5	lighting	lighting	NOUN
bracis-28414	107	6	in	in	ADP
bracis-28414	107	7	45.6	45.6	NUM
bracis-28414	107	8	%	%	NOUN
bracis-28414	107	9	of	of	ADP
bracis-28414	107	10	the	the	DET
bracis-28414	107	11	images	image	NOUN
bracis-28414	107	12	.	.	PUNCT
bracis-28414	108	1	the	the	DET
bracis-28414	108	2	correlogram	correlogram	NOUN
bracis-28414	108	3	between	between	ADP
bracis-28414	108	4	labels	label	NOUN
bracis-28414	108	5	contains	contain	VERB
bracis-28414	108	6	a	a	DET
bracis-28414	108	7	bimodal	bimodal	NOUN
bracis-28414	108	8	distribution	distribution	NOUN
bracis-28414	108	9	that	that	PRON
bracis-28414	108	10	indicates	indicate	VERB
bracis-28414	108	11	a	a	DET
bracis-28414	108	12	mixture	mixture	NOUN
bracis-28414	108	13	of	of	ADP
bracis-28414	108	14	two	two	NUM
bracis-28414	108	15	trends	trend	NOUN
bracis-28414	108	16	with	with	ADP
bracis-28414	108	17	different	different	ADJ
bracis-28414	108	18	labels	label	NOUN
bracis-28414	108	19	,	,	PUNCT
bracis-28414	108	20	with	with	ADP
bracis-28414	108	21	a	a	DET
bracis-28414	108	22	predominance	predominance	NOUN
bracis-28414	108	23	of	of	ADP
bracis-28414	108	24	the	the	DET
bracis-28414	108	25	right	right	ADJ
bracis-28414	108	26	trend	trend	NOUN
bracis-28414	108	27	with	with	ADP
bracis-28414	108	28	the	the	DET
bracis-28414	108	29	highest	high	ADJ
bracis-28414	108	30	number	number	NOUN
bracis-28414	108	31	of	of	ADP
bracis-28414	108	32	observations	observation	NOUN
bracis-28414	108	33	;	;	PUNCT
bracis-28414	108	34	a	a	DET
bracis-28414	108	35	chi	chi	ADJ
bracis-28414	108	36	-	-	PUNCT
bracis-28414	108	37	square	square	ADJ
bracis-28414	108	38	distribution	distribution	NOUN
bracis-28414	108	39	inferring	infer	VERB
bracis-28414	108	40	that	that	SCONJ
bracis-28414	108	41	the	the	DET
bracis-28414	108	42	labels	label	NOUN
bracis-28414	108	43	are	be	AUX
bracis-28414	108	44	homogeneous	homogeneous	ADJ
bracis-28414	108	45	;	;	PUNCT
bracis-28414	108	46	and	and	CCONJ
bracis-28414	108	47	two	two	NUM
bracis-28414	108	48	poisson	poisson	NOUN
bracis-28414	108	49	distributions	distribution	NOUN
bracis-28414	108	50	indicating	indicate	VERB
bracis-28414	108	51	that	that	SCONJ
bracis-28414	108	52	the	the	DET
bracis-28414	108	53	label	label	NOUN
bracis-28414	108	54	sizes	size	NOUN
bracis-28414	108	55	are	be	AUX
bracis-28414	108	56	random	random	ADJ
bracis-28414	108	57	but	but	CCONJ
bracis-28414	108	58	repeat	repeat	VERB
bracis-28414	108	59	at	at	ADP
bracis-28414	108	60	a	a	DET
bracis-28414	108	61	defined	define	VERB
bracis-28414	108	62	average	average	ADJ
bracis-28414	108	63	rate	rate	NOUN
bracis-28414	108	64	.	.	PUNCT
bracis-28414	109	1	this	this	DET
bracis-28414	109	2	way	way	NOUN
bracis-28414	109	3	,	,	PUNCT
bracis-28414	109	4	the	the	DET
bracis-28414	109	5	labels	label	NOUN
bracis-28414	109	6	have	have	VERB
bracis-28414	109	7	adequate	adequate	ADJ
bracis-28414	109	8	precision	precision	NOUN
bracis-28414	109	9	and	and	CCONJ
bracis-28414	109	10	cover	cover	VERB
bracis-28414	109	11	all	all	DET
bracis-28414	109	12	the	the	DET
bracis-28414	109	13	bees	bee	NOUN
bracis-28414	109	14	in	in	ADP
bracis-28414	109	15	the	the	DET
bracis-28414	109	16	images	image	NOUN
bracis-28414	109	17	.	.	PUNCT
bracis-28414	110	1	the	the	DET
bracis-28414	110	2	custom	custom	NOUN
bracis-28414	110	3	dataset	dataset	NOUN
bracis-28414	110	4	has	have	VERB
bracis-28414	110	5	no	no	DET
bracis-28414	110	6	duplicates	duplicate	NOUN
bracis-28414	110	7	and	and	CCONJ
bracis-28414	110	8	leaks	leak	NOUN
bracis-28414	110	9	,	,	PUNCT
bracis-28414	110	10	considering	consider	VERB
bracis-28414	110	11	the	the	DET
bracis-28414	110	12	ssim	ssim	NOUN
bracis-28414	110	13	[	[	X
bracis-28414	110	14	29	29	NUM
bracis-28414	110	15	]	]	PUNCT
bracis-28414	110	16	of	of	ADP
bracis-28414	110	17	0.97	0.97	NUM
bracis-28414	110	18	.	.	PUNCT
bracis-28414	111	1	as	as	SCONJ
bracis-28414	111	2	the	the	DET
bracis-28414	111	3	bees	bee	NOUN
bracis-28414	111	4	occupy	occupy	VERB
bracis-28414	111	5	a	a	DET
bracis-28414	111	6	small	small	ADJ
bracis-28414	111	7	part	part	NOUN
bracis-28414	111	8	of	of	ADP
bracis-28414	111	9	the	the	DET
bracis-28414	111	10	image	image	NOUN
bracis-28414	111	11	,	,	PUNCT
bracis-28414	111	12	for	for	ADP
bracis-28414	111	13	being	be	AUX
bracis-28414	111	14	small	small	ADJ
bracis-28414	111	15	,	,	PUNCT
bracis-28414	111	16	the	the	DET
bracis-28414	111	17	differences	difference	NOUN
bracis-28414	111	18	between	between	ADP
bracis-28414	111	19	images	image	NOUN
bracis-28414	111	20	are	be	AUX
bracis-28414	111	21	subtle	subtle	ADJ
bracis-28414	111	22	.	.	PUNCT
bracis-28414	112	1	fig	fig	NOUN
bracis-28414	112	2	.	.	PUNCT
bracis-28414	112	3	 	 	SPACE
bracis-28414	113	1	2	2	NUM
bracis-28414	113	2	.	.	PUNCT
bracis-28414	113	3	custom	custom	NOUN
bracis-28414	113	4	dataset	dataset	NOUN
bracis-28414	113	5	samples	sample	NOUN
bracis-28414	113	6	.	.	PUNCT
bracis-28414	114	1	001	001	NUM
bracis-28414	114	2	(	(	PUNCT
bracis-28414	114	3	−20.381099	−20.381099	PROPN
bracis-28414	114	4	,	,	PUNCT
bracis-28414	114	5	−43.506333	−43.506333	PROPN
bracis-28414	114	6	)	)	PUNCT
bracis-28414	114	7	*	*	PUNCT
bracis-28414	114	8	natural	natural	ADJ
bracis-28414	114	9	hive	hive	NOUN
bracis-28414	114	10	in	in	ADP
bracis-28414	114	11	an	an	DET
bracis-28414	114	12	urban	urban	ADJ
bracis-28414	114	13	environment	environment	NOUN
bracis-28414	114	14	.	.	PUNCT
bracis-28414	115	1	002	002	NUM
bracis-28414	115	2	(	(	PUNCT
bracis-28414	115	3	−20.502591	−20.502591	PROPN
bracis-28414	115	4	,	,	PUNCT
bracis-28414	115	5	−43.520515	−43.520515	PROPN
bracis-28414	115	6	)	)	PUNCT
bracis-28414	115	7	*	*	PUNCT
bracis-28414	115	8	,	,	PUNCT
bracis-28414	115	9	003	003	NUM
bracis-28414	115	10	(	(	PUNCT
bracis-28414	115	11	−20.502507	−20.502507	PROPN
bracis-28414	115	12	,	,	PUNCT
bracis-28414	115	13	−43.520330	−43.520330	PROPN
bracis-28414	115	14	)	)	PUNCT
bracis-28414	115	15	*	*	PUNCT
bracis-28414	115	16	and	and	CCONJ
bracis-28414	115	17	005	005	NUM
bracis-28414	115	18	(	(	PUNCT
bracis-28414	115	19	−20.345640	−20.345640	ADJ
bracis-28414	115	20	,	,	PUNCT
bracis-28414	115	21	−43.608437	−43.608437	NUM
bracis-28414	115	22	)	)	PUNCT
bracis-28414	115	23	*	*	PUNCT
bracis-28414	115	24	natural	natural	ADJ
bracis-28414	115	25	hive	hive	NOUN
bracis-28414	115	26	in	in	ADP
bracis-28414	115	27	a	a	DET
bracis-28414	115	28	rural	rural	ADJ
bracis-28414	115	29	environment	environment	NOUN
bracis-28414	115	30	.	.	PUNCT
bracis-28414	116	1	004	004	NUM
bracis-28414	116	2	(	(	PUNCT
bracis-28414	116	3	−20.345266	−20.345266	NOUN
bracis-28414	116	4	,	,	PUNCT
bracis-28414	116	5	−43.608529	−43.608529	NOUN
bracis-28414	116	6	)	)	PUNCT
bracis-28414	116	7	*	*	PUNCT
bracis-28414	116	8	artificial	artificial	ADJ
bracis-28414	116	9	hive	hive	NOUN
bracis-28414	116	10	in	in	ADP
bracis-28414	116	11	a	a	DET
bracis-28414	116	12	rural	rural	ADJ
bracis-28414	116	13	environment	environment	NOUN
bracis-28414	116	14	.	.	PUNCT
bracis-28414	117	1	006	006	NUM
bracis-28414	117	2	beekeep	beekeep	NOUN
bracis-28414	117	3	cs	cs	PROPN
bracis-28414	117	4	artificial	artificial	ADJ
bracis-28414	117	5	beehive	beehive	NOUN
bracis-28414	117	6	.	.	PUNCT
bracis-28414	118	1	*	*	PUNCT
bracis-28414	118	2	geographical	geographical	ADJ
bracis-28414	118	3	coordinates	coordinate	NOUN
bracis-28414	118	4	obtained	obtain	VERB
bracis-28414	118	5	from	from	ADP
bracis-28414	118	6	google	google	PROPN
bracis-28414	118	7	.	.	PUNCT
bracis-28414	119	1	full	full	ADJ
bracis-28414	119	2	size	size	NOUN
bracis-28414	119	3	image	image	NOUN
bracis-28414	119	4	there	there	PRON
bracis-28414	119	5	is	be	VERB
bracis-28414	119	6	a	a	DET
bracis-28414	119	7	background	background	NOUN
bracis-28414	119	8	for	for	ADP
bracis-28414	119	9	each	each	DET
bracis-28414	119	10	beehive	beehive	ADJ
bracis-28414	119	11	present	present	ADJ
bracis-28414	119	12	(	(	PUNCT
bracis-28414	119	13	fig	fig	NOUN
bracis-28414	119	14	.	.	PUNCT
bracis-28414	119	15	 	 	SPACE
bracis-28414	119	16	2	2	NUM
bracis-28414	119	17	)	)	PUNCT
bracis-28414	119	18	,	,	PUNCT
bracis-28414	119	19	totaling	total	VERB
bracis-28414	119	20	0.29	0.29	NUM
bracis-28414	119	21	%	%	NOUN
bracis-28414	119	22	of	of	ADP
bracis-28414	119	23	the	the	DET
bracis-28414	119	24	images	image	NOUN
bracis-28414	119	25	.	.	PUNCT
bracis-28414	120	1	when	when	SCONJ
bracis-28414	120	2	we	we	PRON
bracis-28414	120	3	do	do	AUX
bracis-28414	120	4	not	not	PART
bracis-28414	120	5	obtain	obtain	VERB
bracis-28414	120	6	images	image	NOUN
bracis-28414	120	7	without	without	ADP
bracis-28414	120	8	bees	bee	NOUN
bracis-28414	120	9	,	,	PUNCT
bracis-28414	120	10	use	use	VERB
bracis-28414	120	11	data	datum	NOUN
bracis-28414	120	12	augmentation	augmentation	NOUN
bracis-28414	120	13	to	to	PART
bracis-28414	120	14	remove	remove	VERB
bracis-28414	120	15	them	they	PRON
bracis-28414	120	16	(	(	PUNCT
bracis-28414	120	17	0.24	0.24	NUM
bracis-28414	120	18	%	%	NOUN
bracis-28414	120	19	of	of	ADP
bracis-28414	120	20	them	they	PRON
bracis-28414	120	21	)	)	PUNCT
bracis-28414	120	22	.	.	PUNCT
bracis-28414	121	1	we	we	PRON
bracis-28414	121	2	fill	fill	VERB
bracis-28414	121	3	in	in	ADP
bracis-28414	121	4	the	the	DET
bracis-28414	121	5	resulting	result	VERB
bracis-28414	121	6	space	space	NOUN
bracis-28414	121	7	of	of	ADP
bracis-28414	121	8	an	an	DET
bracis-28414	121	9	unlit	unlit	ADJ
bracis-28414	121	10	bee	bee	NOUN
bracis-28414	121	11	with	with	ADP
bracis-28414	121	12	the	the	DET
bracis-28414	121	13	texture	texture	NOUN
bracis-28414	121	14	of	of	ADP
bracis-28414	121	15	its	its	PRON
bracis-28414	121	16	nearest	near	ADJ
bracis-28414	121	17	neighbors	neighbor	NOUN
bracis-28414	121	18	.	.	PUNCT
bracis-28414	122	1	1737	1737	NUM
bracis-28414	122	2	images	image	NOUN
bracis-28414	122	3	have	have	VERB
bracis-28414	122	4	occlusions	occlusion	NOUN
bracis-28414	122	5	,	,	PUNCT
bracis-28414	122	6	that	that	ADV
bracis-28414	122	7	is	is	ADV
bracis-28414	122	8	,	,	PUNCT
bracis-28414	122	9	82.7	82.7	NUM
bracis-28414	122	10	%	%	NOUN
bracis-28414	122	11	of	of	ADP
bracis-28414	122	12	them	they	PRON
bracis-28414	122	13	.	.	PUNCT
bracis-28414	123	1	we	we	PRON
bracis-28414	123	2	observed	observe	VERB
bracis-28414	123	3	occlusions	occlusion	NOUN
bracis-28414	123	4	due	due	ADJ
bracis-28414	123	5	to	to	ADP
bracis-28414	123	6	:	:	PUNCT
bracis-28414	123	7	the	the	DET
bracis-28414	123	8	overlapping	overlapping	NOUN
bracis-28414	123	9	of	of	ADP
bracis-28414	123	10	bees	bee	NOUN
bracis-28414	123	11	,	,	PUNCT
bracis-28414	123	12	by	by	ADP
bracis-28414	123	13	background	background	NOUN
bracis-28414	123	14	item	item	NOUN
bracis-28414	123	15	,	,	PUNCT
bracis-28414	123	16	per	per	ADP
bracis-28414	123	17	entrance	entrance	NOUN
bracis-28414	123	18	pipe	pipe	NOUN
bracis-28414	123	19	,	,	PUNCT
bracis-28414	123	20	by	by	ADP
bracis-28414	123	21	light	light	ADJ
bracis-28414	123	22	beams	beam	NOUN
bracis-28414	123	23	,	,	PUNCT
bracis-28414	123	24	bees	bee	NOUN
bracis-28414	123	25	that	that	PRON
bracis-28414	123	26	touch	touch	VERB
bracis-28414	123	27	each	each	DET
bracis-28414	123	28	other	other	ADJ
bracis-28414	123	29	,	,	PUNCT
bracis-28414	123	30	and	and	CCONJ
bracis-28414	123	31	bees	bee	NOUN
bracis-28414	123	32	cut	cut	VERB
bracis-28414	123	33	by	by	ADP
bracis-28414	123	34	frames	frame	NOUN
bracis-28414	123	35	.	.	PUNCT
bracis-28414	124	1	the	the	DET
bracis-28414	124	2	perceived	perceive	VERB
bracis-28414	124	3	anomalies	anomaly	NOUN
bracis-28414	124	4	are	be	AUX
bracis-28414	124	5	shadows	shadow	NOUN
bracis-28414	124	6	and	and	CCONJ
bracis-28414	124	7	distortions	distortion	NOUN
bracis-28414	124	8	during	during	ADP
bracis-28414	124	9	bee	bee	PROPN
bracis-28414	124	10	flight	flight	NOUN
bracis-28414	124	11	.	.	PUNCT
bracis-28414	125	1	the	the	DET
bracis-28414	125	2	incidence	incidence	NOUN
bracis-28414	125	3	of	of	ADP
bracis-28414	125	4	sunlight	sunlight	NOUN
bracis-28414	125	5	causes	cause	VERB
bracis-28414	125	6	shadows	shadow	NOUN
bracis-28414	125	7	that	that	PRON
bracis-28414	125	8	can	can	AUX
bracis-28414	125	9	be	be	AUX
bracis-28414	125	10	confused	confuse	VERB
bracis-28414	125	11	with	with	ADP
bracis-28414	125	12	objects	object	NOUN
bracis-28414	125	13	by	by	ADP
bracis-28414	125	14	computer	computer	NOUN
bracis-28414	125	15	vision	vision	NOUN
bracis-28414	125	16	models	model	NOUN
bracis-28414	125	17	.	.	PUNCT
bracis-28414	126	1	bee	bee	NOUN
bracis-28414	126	2	shadows	shadow	NOUN
bracis-28414	126	3	are	be	AUX
bracis-28414	126	4	monitored	monitor	VERB
bracis-28414	126	5	but	but	CCONJ
bracis-28414	126	6	have	have	AUX
bracis-28414	126	7	only	only	ADV
bracis-28414	126	8	been	be	AUX
bracis-28414	126	9	ignored	ignore	VERB
bracis-28414	126	10	so	so	ADV
bracis-28414	126	11	far	far	ADV
bracis-28414	126	12	(	(	PUNCT
bracis-28414	126	13	361	361	NUM
bracis-28414	126	14	images	image	NOUN
bracis-28414	126	15	have	have	AUX
bracis-28414	126	16	bee	bee	NOUN
bracis-28414	126	17	shadows	shadow	NOUN
bracis-28414	126	18	,	,	PUNCT
bracis-28414	126	19	i.e.	i.e.	X
bracis-28414	126	20	,	,	PUNCT
bracis-28414	126	21	17.2	17.2	NUM
bracis-28414	126	22	%	%	NOUN
bracis-28414	126	23	)	)	PUNCT
bracis-28414	126	24	.	.	PUNCT
bracis-28414	127	1	distortions	distortion	NOUN
bracis-28414	127	2	during	during	ADP
bracis-28414	127	3	bees	bee	NOUN
bracis-28414	127	4	’	’	PART
bracis-28414	127	5	flight	flight	NOUN
bracis-28414	127	6	occur	occur	VERB
bracis-28414	127	7	due	due	ADP
bracis-28414	127	8	to	to	ADP
bracis-28414	127	9	a	a	DET
bracis-28414	127	10	higher	high	ADJ
bracis-28414	127	11	flight	flight	NOUN
bracis-28414	127	12	speed	speed	NOUN
bracis-28414	127	13	than	than	ADP
bracis-28414	127	14	the	the	DET
bracis-28414	127	15	capture	capture	NOUN
bracis-28414	127	16	capacity	capacity	NOUN
bracis-28414	127	17	of	of	ADP
bracis-28414	127	18	the	the	DET
bracis-28414	127	19	camera	camera	NOUN
bracis-28414	127	20	.	.	PUNCT
bracis-28414	128	1	not	not	PART
bracis-28414	128	2	possible	possible	ADJ
bracis-28414	128	3	to	to	PART
bracis-28414	128	4	infer	infer	VERB
bracis-28414	128	5	over	over	ADP
bracis-28414	128	6	class	class	NOUN
bracis-28414	128	7	distribution	distribution	NOUN
bracis-28414	128	8	because	because	SCONJ
bracis-28414	128	9	the	the	DET
bracis-28414	128	10	custom	custom	NOUN
bracis-28414	128	11	dataset	dataset	NOUN
bracis-28414	128	12	only	only	ADV
bracis-28414	128	13	has	have	VERB
bracis-28414	128	14	one	one	NUM
bracis-28414	128	15	class	class	NOUN
bracis-28414	128	16	so	so	ADV
bracis-28414	128	17	far	far	ADV
bracis-28414	128	18	.	.	PUNCT
bracis-28414	129	1	we	we	PRON
bracis-28414	129	2	did	do	AUX
bracis-28414	129	3	not	not	PART
bracis-28414	129	4	observe	observe	VERB
bracis-28414	129	5	intraclass	intraclass	NOUN
bracis-28414	129	6	variations	variation	NOUN
bracis-28414	129	7	,	,	PUNCT
bracis-28414	129	8	but	but	CCONJ
bracis-28414	129	9	they	they	PRON
bracis-28414	129	10	need	need	VERB
bracis-28414	129	11	monitoring	monitoring	NOUN
bracis-28414	129	12	during	during	ADP
bracis-28414	129	13	updates	update	NOUN
bracis-28414	129	14	.	.	PUNCT
bracis-28414	129	15	3.2	3.2	NUM
bracis-28414	129	16	detection	detection	NOUN
bracis-28414	129	17	and	and	CCONJ
bracis-28414	129	18	classification	classification	NOUN
bracis-28414	129	19	of	of	ADP
bracis-28414	129	20	the	the	DET
bracis-28414	129	21	native	native	ADJ
bracis-28414	129	22	bee	bee	PROPN
bracis-28414	129	23	yolo	yolo	PROPN
bracis-28414	130	1	[	[	X
bracis-28414	130	2	30	30	NUM
bracis-28414	130	3	]	]	PUNCT
bracis-28414	130	4	(	(	PUNCT
bracis-28414	130	5	you	you	PRON
bracis-28414	130	6	only	only	ADV
bracis-28414	130	7	look	look	VERB
bracis-28414	130	8	once	once	ADV
bracis-28414	130	9	)	)	PUNCT
bracis-28414	130	10	is	be	AUX
bracis-28414	130	11	an	an	DET
bracis-28414	130	12	object	object	NOUN
bracis-28414	130	13	detection	detection	NOUN
bracis-28414	130	14	model	model	NOUN
bracis-28414	130	15	used	use	VERB
bracis-28414	130	16	in	in	ADP
bracis-28414	130	17	computer	computer	NOUN
bracis-28414	130	18	vision	vision	NOUN
bracis-28414	130	19	.	.	PUNCT
bracis-28414	131	1	the	the	DET
bracis-28414	131	2	model	model	NOUN
bracis-28414	131	3	treats	treat	VERB
bracis-28414	131	4	object	object	VERB
bracis-28414	131	5	detection	detection	NOUN
bracis-28414	131	6	as	as	ADP
bracis-28414	131	7	a	a	DET
bracis-28414	131	8	regression	regression	NOUN
bracis-28414	131	9	problem	problem	NOUN
bracis-28414	131	10	using	use	VERB
bracis-28414	131	11	a	a	DET
bracis-28414	131	12	single	single	ADJ
bracis-28414	131	13	convolutional	convolutional	ADJ
bracis-28414	131	14	neural	neural	ADJ
bracis-28414	131	15	network	network	NOUN
bracis-28414	131	16	(	(	PUNCT
bracis-28414	131	17	cnn	cnn	PROPN
bracis-28414	131	18	)	)	PUNCT
bracis-28414	131	19	.	.	PUNCT
bracis-28414	132	1	it	it	PRON
bracis-28414	132	2	does	do	VERB
bracis-28414	132	3	this	this	PRON
bracis-28414	132	4	by	by	ADP
bracis-28414	132	5	splitting	split	VERB
bracis-28414	132	6	the	the	DET
bracis-28414	132	7	image	image	NOUN
bracis-28414	132	8	into	into	ADP
bracis-28414	132	9	a	a	DET
bracis-28414	132	10	grid	grid	NOUN
bracis-28414	132	11	,	,	PUNCT
bracis-28414	132	12	making	make	VERB
bracis-28414	132	13	multiple	multiple	ADJ
bracis-28414	132	14	predictions	prediction	NOUN
bracis-28414	132	15	for	for	ADP
bracis-28414	132	16	each	each	DET
bracis-28414	132	17	grid	grid	NOUN
bracis-28414	132	18	cell	cell	NOUN
bracis-28414	132	19	,	,	PUNCT
bracis-28414	132	20	filtering	filter	VERB
bracis-28414	132	21	these	these	DET
bracis-28414	132	22	predictions	prediction	NOUN
bracis-28414	132	23	,	,	PUNCT
bracis-28414	132	24	and	and	CCONJ
bracis-28414	132	25	removing	remove	VERB
bracis-28414	132	26	overlapping	overlap	VERB
bracis-28414	132	27	boxes	box	NOUN
bracis-28414	132	28	to	to	PART
bracis-28414	132	29	produce	produce	VERB
bracis-28414	132	30	its	its	PRON
bracis-28414	132	31	final	final	ADJ
bracis-28414	132	32	output	output	NOUN
bracis-28414	132	33	.	.	PUNCT
bracis-28414	133	1	its	its	PRON
bracis-28414	133	2	evolution	evolution	NOUN
bracis-28414	133	3	includes	include	VERB
bracis-28414	133	4	yolov2	yolov2	PROPN
bracis-28414	134	1	[	[	X
bracis-28414	134	2	31	31	NUM
bracis-28414	134	3	]	]	PUNCT
bracis-28414	134	4	,	,	PUNCT
bracis-28414	134	5	yolov3	yolov3	PROPN
bracis-28414	135	1	[	[	X
bracis-28414	135	2	32	32	NUM
bracis-28414	135	3	]	]	PUNCT
bracis-28414	135	4	,	,	PUNCT
bracis-28414	135	5	yolov4	yolov4	PROPN
bracis-28414	136	1	[	[	X
bracis-28414	136	2	33	33	NUM
bracis-28414	136	3	]	]	PUNCT
bracis-28414	136	4	,	,	PUNCT
bracis-28414	136	5	yolov5	yolov5	NOUN
bracis-28414	137	1	[	[	X
bracis-28414	137	2	34	34	NUM
bracis-28414	137	3	]	]	PUNCT
bracis-28414	137	4	,	,	PUNCT
bracis-28414	137	5	and	and	CCONJ
bracis-28414	137	6	yolov6	yolov6	PROPN
bracis-28414	138	1	[	[	X
bracis-28414	138	2	35	35	NUM
bracis-28414	138	3	]	]	X
bracis-28414	138	4	;	;	PUNCT
bracis-28414	138	5	each	each	PRON
bracis-28414	138	6	incorporates	incorporate	VERB
bracis-28414	138	7	contributions	contribution	NOUN
bracis-28414	138	8	to	to	ADP
bracis-28414	138	9	the	the	DET
bracis-28414	138	10	model	model	NOUN
bracis-28414	138	11	.	.	PUNCT
bracis-28414	139	1	the	the	DET
bracis-28414	139	2	resnext	resnext	ADJ
bracis-28414	139	3	backbone	backbone	NOUN
bracis-28414	139	4	and	and	CCONJ
bracis-28414	139	5	the	the	DET
bracis-28414	139	6	dual	dual	ADJ
bracis-28414	139	7	head	head	NOUN
bracis-28414	139	8	of	of	ADP
bracis-28414	139	9	yolov7	yolov7	NOUN
bracis-28414	140	1	[	[	X
bracis-28414	140	2	36	36	NUM
bracis-28414	140	3	]	]	PUNCT
bracis-28414	140	4	,	,	PUNCT
bracis-28414	140	5	combined	combine	VERB
bracis-28414	140	6	with	with	ADP
bracis-28414	140	7	the	the	DET
bracis-28414	140	8	label	label	NOUN
bracis-28414	140	9	assigner	assigner	NOUN
bracis-28414	140	10	engine	engine	NOUN
bracis-28414	140	11	that	that	PRON
bracis-28414	140	12	assigns	assign	VERB
bracis-28414	140	13	flexible	flexible	ADJ
bracis-28414	140	14	labels	label	NOUN
bracis-28414	140	15	,	,	PUNCT
bracis-28414	140	16	allow	allow	VERB
bracis-28414	140	17	the	the	DET
bracis-28414	140	18	model	model	NOUN
bracis-28414	140	19	to	to	PART
bracis-28414	140	20	learn	learn	VERB
bracis-28414	140	21	from	from	ADP
bracis-28414	140	22	data	datum	NOUN
bracis-28414	140	23	more	more	ADV
bracis-28414	140	24	effectively	effectively	ADV
bracis-28414	140	25	.	.	PUNCT
bracis-28414	141	1	it	it	PRON
bracis-28414	141	2	presents	present	VERB
bracis-28414	141	3	a	a	DET
bracis-28414	141	4	new	new	ADJ
bracis-28414	141	5	multiscale	multiscale	NOUN
bracis-28414	141	6	training	training	NOUN
bracis-28414	141	7	strategy	strategy	NOUN
bracis-28414	141	8	and	and	CCONJ
bracis-28414	141	9	a	a	DET
bracis-28414	141	10	technique	technique	NOUN
bracis-28414	141	11	called	call	VERB
bracis-28414	141	12	focal	focal	ADJ
bracis-28414	141	13	loss	loss	NOUN
bracis-28414	141	14	,	,	PUNCT
bracis-28414	141	15	designed	design	VERB
bracis-28414	141	16	to	to	PART
bracis-28414	141	17	solve	solve	VERB
bracis-28414	141	18	the	the	DET
bracis-28414	141	19	class	class	NOUN
bracis-28414	141	20	imbalance	imbalance	NOUN
bracis-28414	141	21	problem	problem	NOUN
bracis-28414	141	22	.	.	PUNCT
bracis-28414	142	1	the	the	DET
bracis-28414	142	2	latest	late	ADJ
bracis-28414	142	3	release	release	NOUN
bracis-28414	142	4	,	,	PUNCT
bracis-28414	142	5	yolov8	yolov8	NOUN
bracis-28414	143	1	[	[	X
bracis-28414	143	2	37	37	NUM
bracis-28414	143	3	]	]	PUNCT
bracis-28414	143	4	,	,	PUNCT
bracis-28414	143	5	surpasses	surpasse	NOUN
bracis-28414	143	6	previous	previous	ADJ
bracis-28414	143	7	by	by	ADP
bracis-28414	143	8	incorporating	incorporate	VERB
bracis-28414	143	9	advances	advance	NOUN
bracis-28414	143	10	such	such	ADJ
bracis-28414	143	11	as	as	ADP
bracis-28414	143	12	a	a	DET
bracis-28414	143	13	new	new	ADJ
bracis-28414	143	14	backbone	backbone	NOUN
bracis-28414	143	15	,	,	PUNCT
bracis-28414	143	16	a	a	DET
bracis-28414	143	17	head	head	NOUN
bracis-28414	143	18	split	split	VERB
bracis-28414	143	19	without	without	ADP
bracis-28414	143	20	anchor	anchor	NOUN
bracis-28414	143	21	,	,	PUNCT
bracis-28414	143	22	and	and	CCONJ
bracis-28414	143	23	new	new	ADJ
bracis-28414	143	24	loss	loss	NOUN
bracis-28414	143	25	functions	function	NOUN
bracis-28414	143	26	.	.	PUNCT
bracis-28414	144	1	3.3	3.3	NUM
bracis-28414	144	2	tracking	tracking	NOUN
bracis-28414	144	3	and	and	CCONJ
bracis-28414	144	4	optical	optical	ADJ
bracis-28414	144	5	flow	flow	NOUN
bracis-28414	144	6	of	of	ADP
bracis-28414	144	7	jataís	jataís	NOUN
bracis-28414	144	8	tracking	tracking	NOUN
bracis-28414	144	9	is	be	AUX
bracis-28414	144	10	obtaining	obtain	VERB
bracis-28414	144	11	an	an	DET
bracis-28414	144	12	initial	initial	ADJ
bracis-28414	144	13	set	set	NOUN
bracis-28414	144	14	of	of	ADP
bracis-28414	144	15	objects	object	NOUN
bracis-28414	144	16	,	,	PUNCT
bracis-28414	144	17	creating	create	VERB
bracis-28414	144	18	a	a	DET
bracis-28414	144	19	unique	unique	ADJ
bracis-28414	144	20	i	i	NOUN
bracis-28414	144	21	d	d	NOUN
bracis-28414	144	22	for	for	ADP
bracis-28414	144	23	each	each	DET
bracis-28414	144	24	one	one	NOUN
bracis-28414	144	25	,	,	PUNCT
bracis-28414	144	26	and	and	CCONJ
bracis-28414	144	27	accompanying	accompany	VERB
bracis-28414	144	28	each	each	DET
bracis-28414	144	29	object	object	NOUN
bracis-28414	144	30	as	as	SCONJ
bracis-28414	144	31	they	they	PRON
bracis-28414	144	32	move	move	VERB
bracis-28414	144	33	in	in	ADP
bracis-28414	144	34	frames	frame	NOUN
bracis-28414	144	35	,	,	PUNCT
bracis-28414	144	36	maintaining	maintain	VERB
bracis-28414	144	37	the	the	DET
bracis-28414	144	38	assignment	assignment	NOUN
bracis-28414	144	39	of	of	ADP
bracis-28414	144	40	i	i	PROPN
bracis-28414	144	41	d	d	PROPN
bracis-28414	144	42	’s	’s	ADV
bracis-28414	144	43	.	.	PUNCT
bracis-28414	145	1	an	an	DET
bracis-28414	145	2	ideal	ideal	ADJ
bracis-28414	145	3	tracking	tracking	NOUN
bracis-28414	145	4	algorithm	algorithm	NOUN
bracis-28414	145	5	should	should	AUX
bracis-28414	145	6	detect	detect	VERB
bracis-28414	145	7	objects	object	NOUN
bracis-28414	145	8	only	only	ADV
bracis-28414	145	9	once	once	ADV
bracis-28414	145	10	,	,	PUNCT
bracis-28414	145	11	be	be	AUX
bracis-28414	145	12	fast	fast	ADJ
bracis-28414	145	13	,	,	PUNCT
bracis-28414	145	14	control	control	VERB
bracis-28414	145	15	when	when	SCONJ
bracis-28414	145	16	the	the	DET
bracis-28414	145	17	tracked	track	VERB
bracis-28414	145	18	object	object	NOUN
bracis-28414	145	19	disappears	disappear	VERB
bracis-28414	145	20	or	or	CCONJ
bracis-28414	145	21	moves	move	NOUN
bracis-28414	145	22	out	out	ADP
bracis-28414	145	23	of	of	ADP
bracis-28414	145	24	frame	frame	NOUN
bracis-28414	145	25	,	,	PUNCT
bracis-28414	145	26	be	be	AUX
bracis-28414	145	27	robust	robust	ADJ
bracis-28414	145	28	with	with	ADP
bracis-28414	145	29	occlusions	occlusion	NOUN
bracis-28414	145	30	,	,	PUNCT
bracis-28414	145	31	and	and	CCONJ
bracis-28414	145	32	recover	recover	VERB
bracis-28414	145	33	lost	lose	VERB
bracis-28414	145	34	objects	object	NOUN
bracis-28414	145	35	between	between	ADP
bracis-28414	145	36	frames	frame	NOUN
bracis-28414	145	37	.	.	PUNCT
bracis-28414	146	1	this	this	DET
bracis-28414	146	2	work	work	NOUN
bracis-28414	146	3	uses	use	VERB
bracis-28414	146	4	a	a	DET
bracis-28414	146	5	detector	detector	NOUN
bracis-28414	146	6	-	-	PUNCT
bracis-28414	146	7	based	base	VERB
bracis-28414	146	8	tracking	tracking	NOUN
bracis-28414	146	9	similar	similar	ADJ
bracis-28414	146	10	to	to	ADP
bracis-28414	146	11	[	[	X
bracis-28414	146	12	23	23	NUM
bracis-28414	146	13	]	]	PUNCT
bracis-28414	146	14	;	;	PUNCT
bracis-28414	146	15	it	it	PRON
bracis-28414	146	16	depends	depend	VERB
bracis-28414	146	17	on	on	ADP
bracis-28414	146	18	the	the	DET
bracis-28414	146	19	euclidean	euclidean	ADJ
bracis-28414	146	20	distance	distance	NOUN
bracis-28414	146	21	between	between	ADP
bracis-28414	146	22	existing	exist	VERB
bracis-28414	146	23	and	and	CCONJ
bracis-28414	146	24	new	new	ADJ
bracis-28414	146	25	centroids	centroid	NOUN
bracis-28414	146	26	.	.	PUNCT
bracis-28414	147	1	bounding	bound	VERB
bracis-28414	147	2	boxes	box	NOUN
bracis-28414	147	3	are	be	AUX
bracis-28414	147	4	the	the	DET
bracis-28414	147	5	basis	basis	NOUN
bracis-28414	147	6	for	for	ADP
bracis-28414	147	7	calculating	calculate	VERB
bracis-28414	147	8	centroids	centroid	NOUN
bracis-28414	147	9	with	with	ADP
bracis-28414	147	10	i	i	PROPN
bracis-28414	147	11	d	d	PROPN
bracis-28414	147	12	’s	’	VERB
bracis-28414	147	13	assigned	assign	VERB
bracis-28414	147	14	to	to	ADP
bracis-28414	147	15	the	the	DET
bracis-28414	147	16	initial	initial	ADJ
bracis-28414	147	17	set	set	NOUN
bracis-28414	147	18	of	of	ADP
bracis-28414	147	19	centroids	centroid	NOUN
bracis-28414	147	20	.	.	PUNCT
bracis-28414	148	1	after	after	ADP
bracis-28414	148	2	that	that	PRON
bracis-28414	148	3	,	,	PUNCT
bracis-28414	148	4	it	it	PRON
bracis-28414	148	5	computes	compute	VERB
bracis-28414	148	6	the	the	DET
bracis-28414	148	7	euclidean	euclidean	ADJ
bracis-28414	148	8	distance	distance	NOUN
bracis-28414	148	9	between	between	ADP
bracis-28414	148	10	the	the	DET
bracis-28414	148	11	existing	exist	VERB
bracis-28414	148	12	and	and	CCONJ
bracis-28414	148	13	new	new	ADJ
bracis-28414	148	14	centroids	centroid	NOUN
bracis-28414	148	15	,	,	PUNCT
bracis-28414	148	16	associating	associate	VERB
bracis-28414	148	17	new	new	ADJ
bracis-28414	148	18	centroids	centroid	NOUN
bracis-28414	148	19	with	with	ADP
bracis-28414	148	20	the	the	DET
bracis-28414	148	21	old	old	ADJ
bracis-28414	148	22	ones	one	NOUN
bracis-28414	148	23	.	.	PUNCT
bracis-28414	149	1	then	then	ADV
bracis-28414	149	2	,	,	PUNCT
bracis-28414	149	3	minimize	minimize	VERB
bracis-28414	149	4	distances	distance	NOUN
bracis-28414	149	5	and	and	CCONJ
bracis-28414	149	6	update	update	VERB
bracis-28414	149	7	your	your	PRON
bracis-28414	149	8	coordinates	coordinate	NOUN
bracis-28414	149	9	.	.	PUNCT
bracis-28414	150	1	finally	finally	ADV
bracis-28414	150	2	,	,	PUNCT
bracis-28414	150	3	there	there	PRON
bracis-28414	150	4	is	be	VERB
bracis-28414	150	5	the	the	DET
bracis-28414	150	6	registration	registration	NOUN
bracis-28414	150	7	of	of	ADP
bracis-28414	150	8	new	new	ADJ
bracis-28414	150	9	centroids	centroid	NOUN
bracis-28414	150	10	and	and	CCONJ
bracis-28414	150	11	the	the	DET
bracis-28414	150	12	cancellation	cancellation	NOUN
bracis-28414	150	13	of	of	ADP
bracis-28414	150	14	the	the	DET
bracis-28414	150	15	registration	registration	NOUN
bracis-28414	150	16	of	of	ADP
bracis-28414	150	17	objects	object	NOUN
bracis-28414	150	18	that	that	PRON
bracis-28414	150	19	leave	leave	VERB
bracis-28414	150	20	the	the	DET
bracis-28414	150	21	video	video	NOUN
bracis-28414	150	22	.	.	PUNCT
bracis-28414	151	1	this	this	DET
bracis-28414	151	2	a	a	DET
bracis-28414	151	3	simple	simple	ADJ
bracis-28414	151	4	and	and	CCONJ
bracis-28414	151	5	fast	fast	ADJ
bracis-28414	151	6	method	method	NOUN
bracis-28414	151	7	that	that	PRON
bracis-28414	151	8	controls	control	VERB
bracis-28414	151	9	when	when	SCONJ
bracis-28414	151	10	the	the	DET
bracis-28414	151	11	tracked	track	VERB
bracis-28414	151	12	object	object	NOUN
bracis-28414	151	13	disappears	disappear	VERB
bracis-28414	151	14	or	or	CCONJ
bracis-28414	151	15	leaves	leave	VERB
bracis-28414	151	16	the	the	DET
bracis-28414	151	17	frame	frame	NOUN
bracis-28414	151	18	and	and	CCONJ
bracis-28414	151	19	recovers	recover	NOUN
bracis-28414	151	20	lost	lose	VERB
bracis-28414	151	21	objects	object	NOUN
bracis-28414	151	22	between	between	ADP
bracis-28414	151	23	frames	frame	NOUN
bracis-28414	151	24	.	.	PUNCT
bracis-28414	152	1	we	we	PRON
bracis-28414	152	2	attempt	attempt	VERB
bracis-28414	152	3	to	to	PART
bracis-28414	152	4	improve	improve	VERB
bracis-28414	152	5	the	the	DET
bracis-28414	152	6	tracking	tracking	NOUN
bracis-28414	152	7	with	with	ADP
bracis-28414	152	8	the	the	DET
bracis-28414	152	9	algorithm	algorithm	NOUN
bracis-28414	152	10	bytetrack	bytetrack	NOUN
bracis-28414	152	11	[	[	X
bracis-28414	152	12	38	38	NUM
bracis-28414	152	13	]	]	PUNCT
bracis-28414	152	14	(	(	PUNCT
bracis-28414	152	15	bt	bt	NOUN
bracis-28414	152	16	)	)	PUNCT
bracis-28414	152	17	to	to	ADP
bracis-28414	152	18	it	it	PRON
bracis-28414	152	19	does	do	VERB
bracis-28414	152	20	the	the	DET
bracis-28414	152	21	same	same	ADJ
bracis-28414	152	22	as	as	ADP
bracis-28414	152	23	the	the	DET
bracis-28414	152	24	previous	previous	ADJ
bracis-28414	152	25	one	one	NOUN
bracis-28414	152	26	,	,	PUNCT
bracis-28414	152	27	solve	solve	VERB
bracis-28414	152	28	occlusions	occlusion	NOUN
bracis-28414	152	29	,	,	PUNCT
bracis-28414	152	30	and	and	CCONJ
bracis-28414	152	31	detect	detect	VERB
bracis-28414	152	32	objects	object	NOUN
bracis-28414	152	33	only	only	ADV
bracis-28414	152	34	once	once	ADV
bracis-28414	152	35	.	.	PUNCT
bracis-28414	153	1	the	the	DET
bracis-28414	153	2	algorithm	algorithm	NOUN
bracis-28414	153	3	performs	perform	VERB
bracis-28414	153	4	associations	association	NOUN
bracis-28414	153	5	between	between	ADP
bracis-28414	153	6	the	the	DET
bracis-28414	153	7	detections	detection	NOUN
bracis-28414	153	8	of	of	ADP
bracis-28414	153	9	the	the	DET
bracis-28414	153	10	current	current	ADJ
bracis-28414	153	11	frame	frame	NOUN
bracis-28414	153	12	concerning	concern	VERB
bracis-28414	153	13	the	the	DET
bracis-28414	153	14	previous	previous	ADJ
bracis-28414	153	15	frame	frame	NOUN
bracis-28414	153	16	.	.	PUNCT
bracis-28414	154	1	for	for	ADP
bracis-28414	154	2	that	that	PRON
bracis-28414	154	3	,	,	PUNCT
bracis-28414	154	4	bt	bt	PROPN
bracis-28414	154	5	uses	use	VERB
bracis-28414	154	6	similarity	similarity	NOUN
bracis-28414	154	7	calculations	calculation	NOUN
bracis-28414	154	8	consider	consider	VERB
bracis-28414	154	9	the	the	DET
bracis-28414	154	10	distances	distance	NOUN
bracis-28414	154	11	between	between	ADP
bracis-28414	154	12	the	the	DET
bracis-28414	154	13	resources	resource	NOUN
bracis-28414	154	14	of	of	ADP
bracis-28414	154	15	appearance	appearance	NOUN
bracis-28414	154	16	(	(	PUNCT
bracis-28414	154	17	re	re	NOUN
bracis-28414	154	18	-	-	NOUN
bracis-28414	154	19	id	id	ADJ
bracis-28414	154	20	)	)	PUNCT
bracis-28414	154	21	and	and	CCONJ
bracis-28414	154	22	iou	iou	ADJ
bracis-28414	154	23	resources	resource	NOUN
bracis-28414	154	24	.	.	PUNCT
bracis-28414	155	1	then	then	ADV
bracis-28414	155	2	the	the	DET
bracis-28414	155	3	hungarian	hungarian	ADJ
bracis-28414	155	4	algorithm	algorithm	NOUN
bracis-28414	155	5	finalizes	finalize	VERB
bracis-28414	155	6	the	the	DET
bracis-28414	155	7	match	match	NOUN
bracis-28414	155	8	based	base	VERB
bracis-28414	155	9	on	on	ADP
bracis-28414	155	10	similarity	similarity	NOUN
bracis-28414	155	11	.	.	PUNCT
bracis-28414	156	1	optical	optical	ADJ
bracis-28414	156	2	flow	flow	NOUN
bracis-28414	156	3	is	be	AUX
bracis-28414	156	4	used	use	VERB
bracis-28414	156	5	in	in	ADP
bracis-28414	156	6	computer	computer	NOUN
bracis-28414	156	7	vision	vision	NOUN
bracis-28414	156	8	to	to	PART
bracis-28414	156	9	characterize	characterize	VERB
bracis-28414	156	10	and	and	CCONJ
bracis-28414	156	11	quantify	quantify	VERB
bracis-28414	156	12	the	the	DET
bracis-28414	156	13	movement	movement	NOUN
bracis-28414	156	14	of	of	ADP
bracis-28414	156	15	objects	object	NOUN
bracis-28414	156	16	in	in	ADP
bracis-28414	156	17	a	a	DET
bracis-28414	156	18	video	video	NOUN
bracis-28414	156	19	stream	stream	NOUN
bracis-28414	156	20	,	,	PUNCT
bracis-28414	156	21	often	often	ADV
bracis-28414	156	22	for	for	ADP
bracis-28414	156	23	motion	motion	NOUN
bracis-28414	156	24	-	-	PUNCT
bracis-28414	156	25	based	base	VERB
bracis-28414	156	26	object	object	NOUN
bracis-28414	156	27	detection	detection	NOUN
bracis-28414	156	28	and	and	CCONJ
bracis-28414	156	29	tracking	tracking	NOUN
bracis-28414	156	30	systems	system	NOUN
bracis-28414	156	31	.	.	PUNCT
bracis-28414	157	1	when	when	SCONJ
bracis-28414	157	2	estimating	estimate	VERB
bracis-28414	157	3	optical	optical	ADJ
bracis-28414	157	4	flow	flow	NOUN
bracis-28414	157	5	between	between	ADP
bracis-28414	157	6	frames	frame	NOUN
bracis-28414	157	7	is	be	AUX
bracis-28414	157	8	possible	possible	ADJ
bracis-28414	157	9	to	to	PART
bracis-28414	157	10	measure	measure	VERB
bracis-28414	157	11	an	an	DET
bracis-28414	157	12	objects	object	NOUN
bracis-28414	157	13	speed	speed	NOUN
bracis-28414	157	14	in	in	ADP
bracis-28414	157	15	the	the	DET
bracis-28414	157	16	video	video	NOUN
bracis-28414	157	17	.	.	PUNCT
bracis-28414	158	1	it	it	PRON
bracis-28414	158	2	is	be	AUX
bracis-28414	158	3	also	also	ADV
bracis-28414	158	4	possible	possible	ADJ
bracis-28414	158	5	to	to	PART
bracis-28414	158	6	follow	follow	VERB
bracis-28414	158	7	the	the	DET
bracis-28414	158	8	movement	movement	NOUN
bracis-28414	158	9	of	of	ADP
bracis-28414	158	10	jataís	jataís	NOUN
bracis-28414	158	11	,	,	PUNCT
bracis-28414	158	12	count	count	VERB
bracis-28414	158	13	the	the	DET
bracis-28414	158	14	bees	bee	NOUN
bracis-28414	158	15	that	that	PRON
bracis-28414	158	16	leave	leave	VERB
bracis-28414	158	17	and	and	CCONJ
bracis-28414	158	18	enter	enter	VERB
bracis-28414	158	19	the	the	DET
bracis-28414	158	20	hive	hive	NOUN
bracis-28414	158	21	,	,	PUNCT
bracis-28414	158	22	and	and	CCONJ
bracis-28414	158	23	your	your	PRON
bracis-28414	158	24	total	total	NOUN
bracis-28414	158	25	.	.	PUNCT
bracis-28414	159	1	this	this	DET
bracis-28414	159	2	approach	approach	NOUN
bracis-28414	159	3	can	can	AUX
bracis-28414	159	4	generate	generate	VERB
bracis-28414	159	5	information	information	NOUN
bracis-28414	159	6	about	about	ADP
bracis-28414	159	7	hive	hive	NOUN
bracis-28414	159	8	nutrition	nutrition	NOUN
bracis-28414	159	9	.	.	PUNCT
bracis-28414	160	1	for	for	ADP
bracis-28414	160	2	this	this	PRON
bracis-28414	160	3	,	,	PUNCT
bracis-28414	160	4	we	we	PRON
bracis-28414	160	5	propose	propose	VERB
bracis-28414	160	6	using	use	VERB
bracis-28414	160	7	the	the	DET
bracis-28414	160	8	centroids	centroid	NOUN
bracis-28414	160	9	of	of	ADP
bracis-28414	160	10	the	the	DET
bracis-28414	160	11	detections	detection	NOUN
bracis-28414	160	12	containing	contain	VERB
bracis-28414	160	13	the	the	DET
bracis-28414	160	14	same	same	ADJ
bracis-28414	160	15	i	i	PROPN
bracis-28414	160	16	d	d	PROPN
bracis-28414	160	17	and	and	CCONJ
bracis-28414	160	18	a	a	DET
bracis-28414	160	19	displacement	displacement	ADJ
bracis-28414	160	20	limit	limit	NOUN
bracis-28414	160	21	from	from	ADP
bracis-28414	160	22	the	the	DET
bracis-28414	160	23	current	current	ADJ
bracis-28414	160	24	frame	frame	NOUN
bracis-28414	160	25	to	to	ADP
bracis-28414	160	26	the	the	DET
bracis-28414	160	27	previous	previous	ADJ
bracis-28414	160	28	frame	frame	NOUN
bracis-28414	160	29	.	.	PUNCT
bracis-28414	161	1	we	we	PRON
bracis-28414	161	2	define	define	VERB
bracis-28414	161	3	a	a	DET
bracis-28414	161	4	circle	circle	NOUN
bracis-28414	161	5	containing	contain	VERB
bracis-28414	161	6	the	the	DET
bracis-28414	161	7	entrance	entrance	NOUN
bracis-28414	161	8	of	of	ADP
bracis-28414	161	9	the	the	DET
bracis-28414	161	10	hive	hive	NOUN
bracis-28414	161	11	as	as	ADP
bracis-28414	161	12	a	a	DET
bracis-28414	161	13	limit	limit	NOUN
bracis-28414	161	14	.	.	PUNCT
bracis-28414	162	1	a	a	DET
bracis-28414	162	2	jataí	jataí	NOUN
bracis-28414	162	3	has	have	AUX
bracis-28414	162	4	entered	enter	VERB
bracis-28414	162	5	the	the	DET
bracis-28414	162	6	beehive	beehive	NOUN
bracis-28414	162	7	if	if	SCONJ
bracis-28414	162	8	the	the	DET
bracis-28414	162	9	euclidean	euclidean	ADJ
bracis-28414	162	10	distance	distance	NOUN
bracis-28414	162	11	between	between	ADP
bracis-28414	162	12	the	the	DET
bracis-28414	162	13	circle	circle	NOUN
bracis-28414	162	14	center	center	NOUN
bracis-28414	162	15	and	and	CCONJ
bracis-28414	162	16	detection	detection	NOUN
bracis-28414	162	17	centroid	centroid	NOUN
bracis-28414	162	18	is	be	AUX
bracis-28414	162	19	greater	great	ADJ
bracis-28414	162	20	than	than	ADP
bracis-28414	162	21	your	your	PRON
bracis-28414	162	22	radius	radius	NOUN
bracis-28414	162	23	in	in	ADP
bracis-28414	162	24	the	the	DET
bracis-28414	162	25	previous	previous	ADJ
bracis-28414	162	26	frame	frame	NOUN
bracis-28414	162	27	and	and	CCONJ
bracis-28414	162	28	smaller	small	ADJ
bracis-28414	162	29	than	than	ADP
bracis-28414	162	30	the	the	DET
bracis-28414	162	31	current	current	ADJ
bracis-28414	162	32	frame	frame	NOUN
bracis-28414	162	33	.	.	PUNCT
bracis-28414	163	1	otherwise	otherwise	ADV
bracis-28414	163	2	,	,	PUNCT
bracis-28414	163	3	the	the	DET
bracis-28414	163	4	jataí	jataí	NOUN
bracis-28414	163	5	leaves	leave	VERB
bracis-28414	163	6	the	the	DET
bracis-28414	163	7	hive	hive	NOUN
bracis-28414	163	8	.	.	PUNCT
bracis-28414	164	1	4	4	NUM
bracis-28414	164	2	results	result	NOUN
bracis-28414	164	3	and	and	CCONJ
bracis-28414	164	4	discussion	discussion	NOUN
bracis-28414	164	5	4.1	4.1	NUM
bracis-28414	164	6	detection	detection	NOUN
bracis-28414	164	7	and	and	CCONJ
bracis-28414	164	8	classification	classification	NOUN
bracis-28414	164	9	of	of	ADP
bracis-28414	164	10	jataí	jataí	NOUN
bracis-28414	164	11	results	result	VERB
bracis-28414	164	12	from	from	ADP
bracis-28414	164	13	yolov8	yolov8	NOUN
bracis-28414	164	14	[	[	X
bracis-28414	164	15	37	37	NUM
bracis-28414	164	16	]	]	PUNCT
bracis-28414	164	17	trained	train	VERB
bracis-28414	164	18	on	on	ADP
bracis-28414	164	19	the	the	DET
bracis-28414	164	20	custom	custom	NOUN
bracis-28414	164	21	dataset	dataset	NOUN
bracis-28414	164	22	are	be	AUX
bracis-28414	164	23	in	in	ADP
bracis-28414	164	24	fig	fig	NOUN
bracis-28414	164	25	.	.	PUNCT
bracis-28414	164	26	 	 	SPACE
bracis-28414	165	1	3	3	X
bracis-28414	165	2	.	.	PUNCT
bracis-28414	166	1	in	in	ADP
bracis-28414	166	2	just	just	ADV
bracis-28414	166	3	300	300	NUM
bracis-28414	166	4	epochs	epoch	NOUN
bracis-28414	166	5	of	of	ADP
bracis-28414	166	6	training	training	NOUN
bracis-28414	166	7	,	,	PUNCT
bracis-28414	166	8	the	the	DET
bracis-28414	166	9	yolov8x	yolov8x	PROPN
bracis-28414	166	10	model	model	NOUN
bracis-28414	166	11	converged	converge	VERB
bracis-28414	166	12	to	to	ADP
bracis-28414	166	13	a	a	DET
bracis-28414	166	14	precision	precision	NOUN
bracis-28414	166	15	of	of	ADP
bracis-28414	166	16	0.97	0.97	NUM
bracis-28414	166	17	,	,	PUNCT
bracis-28414	166	18	recall	recall	NOUN
bracis-28414	166	19	of	of	ADP
bracis-28414	166	20	0.957	0.957	NUM
bracis-28414	166	21	,	,	PUNCT
bracis-28414	166	22	map50	map50	NOUN
bracis-28414	166	23	of	of	ADP
bracis-28414	166	24	0.984	0.984	NUM
bracis-28414	166	25	,	,	PUNCT
bracis-28414	166	26	and	and	CCONJ
bracis-28414	166	27	map50–95	map50–95	NOUN
bracis-28414	166	28	of	of	ADP
bracis-28414	166	29	0.744	0.744	NUM
bracis-28414	166	30	(	(	PUNCT
bracis-28414	166	31	fig	fig	NOUN
bracis-28414	166	32	.	.	PUNCT
bracis-28414	166	33	 	 	SPACE
bracis-28414	166	34	3a	3a	NUM
bracis-28414	166	35	)	)	PUNCT
bracis-28414	166	36	.	.	PUNCT
bracis-28414	167	1	considering	consider	VERB
bracis-28414	167	2	the	the	DET
bracis-28414	167	3	test	test	NOUN
bracis-28414	167	4	data	datum	NOUN
bracis-28414	167	5	,	,	PUNCT
bracis-28414	167	6	the	the	DET
bracis-28414	167	7	confusion	confusion	NOUN
bracis-28414	167	8	matrix	matrix	NOUN
bracis-28414	167	9	indicates	indicate	VERB
bracis-28414	167	10	that	that	SCONJ
bracis-28414	167	11	:	:	PUNCT
bracis-28414	167	12	every	every	DET
bracis-28414	167	13	time	time	NOUN
bracis-28414	167	14	the	the	DET
bracis-28414	167	15	model	model	NOUN
bracis-28414	167	16	predicts	predict	VERB
bracis-28414	167	17	a	a	DET
bracis-28414	167	18	class	class	NOUN
bracis-28414	167	19	and	and	CCONJ
bracis-28414	167	20	is	be	AUX
bracis-28414	167	21	background	background	NOUN
bracis-28414	167	22	,	,	PUNCT
bracis-28414	167	23	the	the	DET
bracis-28414	167	24	reason	reason	NOUN
bracis-28414	167	25	is	be	AUX
bracis-28414	167	26	jataí	jataí	NOUN
bracis-28414	167	27	;	;	PUNCT
bracis-28414	167	28	98	98	NUM
bracis-28414	167	29	%	%	NOUN
bracis-28414	167	30	of	of	ADP
bracis-28414	167	31	jataí	jataí	NOUN
bracis-28414	167	32	predictions	prediction	NOUN
bracis-28414	167	33	are	be	AUX
bracis-28414	167	34	jataí	jataí	NOUN
bracis-28414	167	35	and	and	CCONJ
bracis-28414	167	36	;	;	PUNCT
bracis-28414	167	37	2	2	NUM
bracis-28414	167	38	%	%	NOUN
bracis-28414	167	39	of	of	ADP
bracis-28414	167	40	background	background	NOUN
bracis-28414	167	41	predictions	prediction	NOUN
bracis-28414	167	42	are	be	AUX
bracis-28414	167	43	jataí	jataí	NOUN
bracis-28414	167	44	.	.	PUNCT
bracis-28414	168	1	the	the	DET
bracis-28414	168	2	precision	precision	NOUN
bracis-28414	168	3	(	(	PUNCT
bracis-28414	168	4	0.935	0.935	NUM
bracis-28414	168	5	)	)	PUNCT
bracis-28414	168	6	–	–	PUNCT
bracis-28414	168	7	recall	recall	NOUN
bracis-28414	168	8	(	(	PUNCT
bracis-28414	168	9	0.937	0.937	NUM
bracis-28414	168	10	)	)	PUNCT
bracis-28414	168	11	curve	curve	NOUN
bracis-28414	168	12	for	for	ADP
bracis-28414	168	13	map50	map50	NOUN
bracis-28414	168	14	of	of	ADP
bracis-28414	168	15	0.969	0.969	NUM
bracis-28414	168	16	and	and	CCONJ
bracis-28414	168	17	map50–95	map50–95	NOUN
bracis-28414	168	18	of	of	ADP
bracis-28414	168	19	0.682	0.682	NUM
bracis-28414	168	20	(	(	PUNCT
bracis-28414	168	21	fig	fig	NOUN
bracis-28414	168	22	.	.	PUNCT
bracis-28414	168	23	 	 	SPACE
bracis-28414	168	24	3b	3b	NUM
bracis-28414	168	25	)	)	PUNCT
bracis-28414	168	26	shows	show	VERB
bracis-28414	168	27	that	that	SCONJ
bracis-28414	168	28	most	most	ADJ
bracis-28414	168	29	of	of	ADP
bracis-28414	168	30	the	the	DET
bracis-28414	168	31	classifications	classification	NOUN
bracis-28414	168	32	that	that	PRON
bracis-28414	168	33	the	the	DET
bracis-28414	168	34	model	model	NOUN
bracis-28414	168	35	made	make	VERB
bracis-28414	168	36	are	be	AUX
bracis-28414	168	37	correct	correct	ADJ
bracis-28414	168	38	,	,	PUNCT
bracis-28414	168	39	and	and	CCONJ
bracis-28414	168	40	most	most	ADJ
bracis-28414	168	41	of	of	ADP
bracis-28414	168	42	the	the	DET
bracis-28414	168	43	predicted	predict	VERB
bracis-28414	168	44	bounding	bounding	NOUN
bracis-28414	168	45	boxes	box	NOUN
bracis-28414	168	46	are	be	AUX
bracis-28414	168	47	as	as	SCONJ
bracis-28414	168	48	expected	expect	VERB
bracis-28414	168	49	.	.	PUNCT
bracis-28414	169	1	the	the	DET
bracis-28414	169	2	yolov7	yolov7	NOUN
bracis-28414	170	1	[	[	X
bracis-28414	170	2	36	36	NUM
bracis-28414	170	3	]	]	PUNCT
bracis-28414	170	4	model	model	NOUN
bracis-28414	170	5	converged	converge	VERB
bracis-28414	170	6	to	to	ADP
bracis-28414	170	7	a	a	DET
bracis-28414	170	8	precision	precision	NOUN
bracis-28414	170	9	of	of	ADP
bracis-28414	170	10	0.952	0.952	NUM
bracis-28414	170	11	,	,	PUNCT
bracis-28414	170	12	recall	recall	NOUN
bracis-28414	170	13	of	of	ADP
bracis-28414	170	14	0.948	0.948	NUM
bracis-28414	170	15	,	,	PUNCT
bracis-28414	170	16	map50	map50	NOUN
bracis-28414	170	17	of	of	ADP
bracis-28414	170	18	0.979	0.979	NUM
bracis-28414	170	19	,	,	PUNCT
bracis-28414	170	20	and	and	CCONJ
bracis-28414	170	21	map50–95	map50–95	NOUN
bracis-28414	170	22	of	of	ADP
bracis-28414	170	23	0.634	0.634	NUM
bracis-28414	170	24	(	(	PUNCT
bracis-28414	170	25	fig	fig	NOUN
bracis-28414	170	26	.	.	PUNCT
bracis-28414	170	27	 	 	SPACE
bracis-28414	170	28	3c	3c	NUM
bracis-28414	170	29	)	)	PUNCT
bracis-28414	170	30	.	.	PUNCT
bracis-28414	171	1	considering	consider	VERB
bracis-28414	171	2	the	the	DET
bracis-28414	171	3	test	test	NOUN
bracis-28414	171	4	data	datum	NOUN
bracis-28414	171	5	,	,	PUNCT
bracis-28414	171	6	the	the	DET
bracis-28414	171	7	confusion	confusion	NOUN
bracis-28414	171	8	matrix	matrix	NOUN
bracis-28414	171	9	is	be	AUX
bracis-28414	171	10	identical	identical	ADJ
bracis-28414	171	11	to	to	ADP
bracis-28414	171	12	the	the	DET
bracis-28414	171	13	previous	previous	ADJ
bracis-28414	171	14	one	one	NUM
bracis-28414	171	15	.	.	PUNCT
bracis-28414	172	1	the	the	DET
bracis-28414	172	2	precision	precision	NOUN
bracis-28414	172	3	(	(	PUNCT
bracis-28414	172	4	0.922	0.922	NUM
bracis-28414	172	5	)	)	PUNCT
bracis-28414	172	6	–	–	PUNCT
bracis-28414	172	7	recall	recall	NOUN
bracis-28414	172	8	(	(	PUNCT
bracis-28414	172	9	0.901	0.901	NUM
bracis-28414	172	10	)	)	PUNCT
bracis-28414	172	11	curve	curve	NOUN
bracis-28414	172	12	for	for	ADP
bracis-28414	172	13	map50	map50	NOUN
bracis-28414	172	14	of	of	ADP
bracis-28414	172	15	0.955	0.955	NUM
bracis-28414	172	16	and	and	CCONJ
bracis-28414	172	17	map50–95	map50–95	NOUN
bracis-28414	172	18	of	of	ADP
bracis-28414	172	19	0.579	0.579	NUM
bracis-28414	172	20	(	(	PUNCT
bracis-28414	172	21	fig	fig	NOUN
bracis-28414	172	22	.	.	PUNCT
bracis-28414	172	23	 	 	SPACE
bracis-28414	172	24	3d	3d	NOUN
bracis-28414	172	25	)	)	PUNCT
bracis-28414	172	26	also	also	ADV
bracis-28414	172	27	shows	show	VERB
bracis-28414	172	28	the	the	DET
bracis-28414	172	29	same	same	ADJ
bracis-28414	172	30	as	as	ADP
bracis-28414	172	31	the	the	DET
bracis-28414	172	32	previous	previous	ADJ
bracis-28414	172	33	one	one	NUM
bracis-28414	172	34	.	.	PUNCT
bracis-28414	173	1	we	we	PRON
bracis-28414	173	2	noticed	notice	VERB
bracis-28414	173	3	that	that	SCONJ
bracis-28414	173	4	both	both	DET
bracis-28414	173	5	present	present	ADJ
bracis-28414	173	6	acceptable	acceptable	ADJ
bracis-28414	173	7	results	result	NOUN
bracis-28414	173	8	for	for	ADP
bracis-28414	173	9	the	the	DET
bracis-28414	173	10	application	application	NOUN
bracis-28414	173	11	,	,	PUNCT
bracis-28414	173	12	but	but	CCONJ
bracis-28414	173	13	the	the	DET
bracis-28414	173	14	yolov8	yolov8	NOUN
bracis-28414	173	15	metrics	metric	NOUN
bracis-28414	173	16	reach	reach	VERB
bracis-28414	173	17	better	well	ADJ
bracis-28414	173	18	scores	score	NOUN
bracis-28414	173	19	than	than	ADP
bracis-28414	173	20	the	the	DET
bracis-28414	173	21	yolov7	yolov7	NOUN
bracis-28414	173	22	ones	one	NOUN
bracis-28414	173	23	.	.	PUNCT
bracis-28414	174	1	we	we	PRON
bracis-28414	174	2	believe	believe	VERB
bracis-28414	174	3	this	this	PRON
bracis-28414	174	4	is	be	AUX
bracis-28414	174	5	due	due	ADJ
bracis-28414	174	6	to	to	ADP
bracis-28414	174	7	differences	difference	NOUN
bracis-28414	174	8	in	in	ADP
bracis-28414	174	9	their	their	PRON
bracis-28414	174	10	backbones	backbone	NOUN
bracis-28414	174	11	.	.	PUNCT
bracis-28414	175	1	in	in	ADP
bracis-28414	175	2	this	this	DET
bracis-28414	175	3	way	way	NOUN
bracis-28414	175	4	,	,	PUNCT
bracis-28414	175	5	we	we	PRON
bracis-28414	175	6	use	use	VERB
bracis-28414	175	7	yolov8	yolov8	NOUN
bracis-28414	175	8	for	for	ADP
bracis-28414	175	9	the	the	DET
bracis-28414	175	10	tracking	tracking	NOUN
bracis-28414	175	11	implementations	implementation	NOUN
bracis-28414	175	12	.	.	PUNCT
bracis-28414	176	1	fig	fig	NOUN
bracis-28414	176	2	.	.	PUNCT
bracis-28414	176	3	 	 	SPACE
bracis-28414	177	1	3	3	X
bracis-28414	177	2	.	.	PUNCT
bracis-28414	177	3	training	training	NOUN
bracis-28414	177	4	results	result	NOUN
bracis-28414	177	5	and	and	CCONJ
bracis-28414	177	6	precision	precision	NOUN
bracis-28414	177	7	-	-	PUNCT
bracis-28414	177	8	recall	recall	NOUN
bracis-28414	177	9	curve	curve	NOUN
bracis-28414	177	10	with	with	ADP
bracis-28414	177	11	yolov8	yolov8	NOUN
bracis-28414	177	12	(	(	PUNCT
bracis-28414	177	13	a	a	DET
bracis-28414	177	14	,	,	PUNCT
bracis-28414	177	15	b	b	NOUN
bracis-28414	177	16	)	)	PUNCT
bracis-28414	177	17	and	and	CCONJ
bracis-28414	177	18	yolov7	yolov7	NOUN
bracis-28414	177	19	(	(	PUNCT
bracis-28414	177	20	c	c	X
bracis-28414	177	21	,	,	PUNCT
bracis-28414	177	22	d	d	NOUN
bracis-28414	177	23	)	)	PUNCT
bracis-28414	177	24	,	,	PUNCT
bracis-28414	177	25	respectively	respectively	ADV
bracis-28414	177	26	.	.	PUNCT
bracis-28414	178	1	full	full	ADJ
bracis-28414	178	2	size	size	NOUN
bracis-28414	178	3	image	image	NOUN
bracis-28414	178	4	4.2	4.2	NUM
bracis-28414	178	5	tracking	tracking	NOUN
bracis-28414	178	6	and	and	CCONJ
bracis-28414	178	7	optical	optical	ADJ
bracis-28414	178	8	flow	flow	NOUN
bracis-28414	178	9	of	of	ADP
bracis-28414	178	10	detected	detect	VERB
bracis-28414	178	11	bees	bee	NOUN
bracis-28414	178	12	in	in	ADP
bracis-28414	178	13	the	the	DET
bracis-28414	178	14	tracking	tracking	NOUN
bracis-28414	178	15	algorithm	algorithm	NOUN
bracis-28414	178	16	called	call	VERB
bracis-28414	178	17	eutrack	eutrack	NOUN
bracis-28414	178	18	(	(	PUNCT
bracis-28414	178	19	et	et	NOUN
bracis-28414	178	20	)	)	PUNCT
bracis-28414	178	21	,	,	PUNCT
bracis-28414	178	22	which	which	PRON
bracis-28414	178	23	depends	depend	VERB
bracis-28414	178	24	on	on	ADP
bracis-28414	178	25	euclidean	euclidean	ADJ
bracis-28414	178	26	distance	distance	NOUN
bracis-28414	178	27	,	,	PUNCT
bracis-28414	178	28	a	a	DET
bracis-28414	178	29	parameter	parameter	NOUN
bracis-28414	178	30	can	can	AUX
bracis-28414	178	31	be	be	AUX
bracis-28414	178	32	changed	change	VERB
bracis-28414	178	33	to	to	PART
bracis-28414	178	34	control	control	VERB
bracis-28414	178	35	when	when	SCONJ
bracis-28414	178	36	the	the	DET
bracis-28414	178	37	tracked	track	VERB
bracis-28414	178	38	object	object	NOUN
bracis-28414	178	39	disappears	disappear	VERB
bracis-28414	178	40	or	or	CCONJ
bracis-28414	178	41	leaves	leave	VERB
bracis-28414	178	42	the	the	DET
bracis-28414	178	43	frame	frame	NOUN
bracis-28414	178	44	and	and	CCONJ
bracis-28414	178	45	its	its	PRON
bracis-28414	178	46	ability	ability	NOUN
bracis-28414	178	47	to	to	PART
bracis-28414	178	48	recover	recover	VERB
bracis-28414	178	49	lost	lose	VERB
bracis-28414	178	50	objects	object	NOUN
bracis-28414	178	51	between	between	ADP
bracis-28414	178	52	frames	frame	NOUN
bracis-28414	178	53	.	.	PUNCT
bracis-28414	179	1	we	we	PRON
bracis-28414	179	2	set	set	VERB
bracis-28414	179	3	the	the	DET
bracis-28414	179	4	parameter	parameter	NOUN
bracis-28414	179	5	as	as	ADP
bracis-28414	179	6	20	20	NUM
bracis-28414	179	7	for	for	ADP
bracis-28414	179	8	all	all	DET
bracis-28414	179	9	experiments	experiment	NOUN
bracis-28414	179	10	,	,	PUNCT
bracis-28414	179	11	i.e.	i.e.	X
bracis-28414	179	12	,	,	PUNCT
bracis-28414	179	13	an	an	DET
bracis-28414	179	14	object	object	NOUN
bracis-28414	179	15	is	be	AUX
bracis-28414	179	16	only	only	ADV
bracis-28414	179	17	considered	consider	VERB
bracis-28414	179	18	for	for	ADP
bracis-28414	179	19	a	a	DET
bracis-28414	179	20	new	new	ADJ
bracis-28414	179	21	i	i	NOUN
bracis-28414	179	22	d	d	NOUN
bracis-28414	179	23	if	if	SCONJ
bracis-28414	179	24	it	it	PRON
bracis-28414	179	25	is	be	AUX
bracis-28414	179	26	not	not	PART
bracis-28414	179	27	detected	detect	VERB
bracis-28414	179	28	for	for	ADP
bracis-28414	179	29	20	20	NUM
bracis-28414	179	30	consecutive	consecutive	ADJ
bracis-28414	179	31	frames	frame	NOUN
bracis-28414	179	32	.	.	PUNCT
bracis-28414	180	1	the	the	DET
bracis-28414	180	2	bt	bt	NOUN
bracis-28414	181	1	[	[	X
bracis-28414	181	2	38	38	NUM
bracis-28414	181	3	]	]	PUNCT
bracis-28414	181	4	is	be	AUX
bracis-28414	181	5	a	a	DET
bracis-28414	181	6	robust	robust	ADJ
bracis-28414	181	7	system	system	NOUN
bracis-28414	181	8	in	in	ADP
bracis-28414	181	9	treating	treat	VERB
bracis-28414	181	10	occlusions	occlusion	NOUN
bracis-28414	181	11	because	because	SCONJ
bracis-28414	181	12	it	it	PRON
bracis-28414	181	13	performs	perform	VERB
bracis-28414	181	14	similarity	similarity	NOUN
bracis-28414	181	15	analysis	analysis	NOUN
bracis-28414	181	16	,	,	PUNCT
bracis-28414	181	17	adopts	adopt	VERB
bracis-28414	181	18	the	the	DET
bracis-28414	181	19	kalman	kalman	PROPN
bracis-28414	181	20	filter	filter	NOUN
bracis-28414	181	21	to	to	PART
bracis-28414	181	22	predict	predict	VERB
bracis-28414	181	23	the	the	DET
bracis-28414	181	24	object	object	NOUN
bracis-28414	181	25	’s	’s	PART
bracis-28414	181	26	movement	movement	NOUN
bracis-28414	181	27	,	,	PUNCT
bracis-28414	181	28	and	and	CCONJ
bracis-28414	181	29	uses	use	VERB
bracis-28414	181	30	additional	additional	ADJ
bracis-28414	181	31	re	re	NOUN
bracis-28414	181	32	-	-	ADJ
bracis-28414	181	33	id	id	ADJ
bracis-28414	181	34	models	model	NOUN
bracis-28414	181	35	to	to	PART
bracis-28414	181	36	improve	improve	VERB
bracis-28414	181	37	the	the	DET
bracis-28414	181	38	long	long	ADJ
bracis-28414	181	39	-	-	PUNCT
bracis-28414	181	40	range	range	NOUN
bracis-28414	181	41	association	association	NOUN
bracis-28414	181	42	.	.	PUNCT
bracis-28414	182	1	we	we	PRON
bracis-28414	182	2	set	set	VERB
bracis-28414	182	3	its	its	PRON
bracis-28414	182	4	parameters	parameter	NOUN
bracis-28414	182	5	for	for	ADP
bracis-28414	182	6	the	the	DET
bracis-28414	182	7	whole	whole	ADJ
bracis-28414	182	8	experiment	experiment	NOUN
bracis-28414	182	9	as	as	ADP
bracis-28414	182	10	track_thresh	track_thresh	ADV
bracis-28414	182	11	equal	equal	ADJ
bracis-28414	182	12	to	to	ADP
bracis-28414	182	13	0.05	0.05	NUM
bracis-28414	182	14	,	,	PUNCT
bracis-28414	182	15	track_buffer	track_buffer	VERB
bracis-28414	182	16	equal	equal	ADJ
bracis-28414	182	17	to	to	ADP
bracis-28414	182	18	20	20	NUM
bracis-28414	182	19	,	,	PUNCT
bracis-28414	182	20	match_thresh	match_thresh	PROPN
bracis-28414	182	21	equal	equal	ADJ
bracis-28414	182	22	to	to	ADP
bracis-28414	182	23	1.0	1.0	NUM
bracis-28414	182	24	,	,	PUNCT
bracis-28414	182	25	aspect_ratio_thresh	aspect_ratio_thresh	ADV
bracis-28414	182	26	equal	equal	ADJ
bracis-28414	182	27	to	to	ADP
bracis-28414	182	28	3.0	3.0	NUM
bracis-28414	182	29	,	,	PUNCT
bracis-28414	182	30	min_box_area	min_box_area	ADV
bracis-28414	182	31	equal	equal	ADJ
bracis-28414	182	32	to	to	ADP
bracis-28414	182	33	1.0	1.0	NUM
bracis-28414	182	34	and	and	CCONJ
bracis-28414	182	35	mot20	mot20	PROPN
bracis-28414	182	36	equal	equal	ADJ
bracis-28414	182	37	to	to	ADP
bracis-28414	182	38	true	true	ADJ
bracis-28414	182	39	.	.	PUNCT
bracis-28414	183	1	in	in	ADP
bracis-28414	183	2	fig	fig	NOUN
bracis-28414	183	3	.	.	PUNCT
bracis-28414	183	4	 	 	SPACE
bracis-28414	183	5	4	4	NUM
bracis-28414	183	6	,	,	PUNCT
bracis-28414	183	7	one	one	PRON
bracis-28414	183	8	can	can	AUX
bracis-28414	183	9	view	view	VERB
bracis-28414	183	10	the	the	DET
bracis-28414	183	11	bounding	bounding	NOUN
bracis-28414	183	12	box	box	NOUN
bracis-28414	183	13	,	,	PUNCT
bracis-28414	183	14	detected	detect	VERB
bracis-28414	183	15	class	class	NOUN
bracis-28414	183	16	,	,	PUNCT
bracis-28414	183	17	and	and	CCONJ
bracis-28414	183	18	probability	probability	NOUN
bracis-28414	183	19	.	.	PUNCT
bracis-28414	184	1	the	the	DET
bracis-28414	184	2	tracking	track	VERB
bracis-28414	184	3	algorithms	algorithm	NOUN
bracis-28414	184	4	generate	generate	VERB
bracis-28414	184	5	the	the	DET
bracis-28414	184	6	i	i	PROPN
bracis-28414	184	7	d	d	PROPN
bracis-28414	184	8	and	and	CCONJ
bracis-28414	184	9	mark	mark	VERB
bracis-28414	184	10	the	the	DET
bracis-28414	184	11	centroid	centroid	NOUN
bracis-28414	184	12	of	of	ADP
bracis-28414	184	13	each	each	DET
bracis-28414	184	14	bounding	bounding	NOUN
bracis-28414	184	15	box	box	NOUN
bracis-28414	184	16	.	.	PUNCT
bracis-28414	185	1	the	the	DET
bracis-28414	185	2	optical	optical	ADJ
bracis-28414	185	3	flow	flow	NOUN
bracis-28414	185	4	,	,	PUNCT
bracis-28414	185	5	implemented	implement	VERB
bracis-28414	185	6	from	from	ADP
bracis-28414	185	7	the	the	DET
bracis-28414	185	8	centroids	centroid	NOUN
bracis-28414	185	9	and	and	CCONJ
bracis-28414	185	10	i	i	PROPN
bracis-28414	185	11	d	d	PROPN
bracis-28414	185	12	’s	’s	ADV
bracis-28414	185	13	,	,	PUNCT
bracis-28414	185	14	informs	inform	VERB
bracis-28414	185	15	about	about	ADP
bracis-28414	185	16	movements	movement	NOUN
bracis-28414	185	17	in	in	ADP
bracis-28414	185	18	and	and	CCONJ
bracis-28414	185	19	out	out	ADP
bracis-28414	185	20	of	of	ADP
bracis-28414	185	21	the	the	DET
bracis-28414	185	22	hive	hive	NOUN
bracis-28414	185	23	(	(	PUNCT
bracis-28414	185	24	delimited	delimit	VERB
bracis-28414	185	25	by	by	ADP
bracis-28414	185	26	the	the	DET
bracis-28414	185	27	red	red	PROPN
bracis-28414	185	28	circle	circle	PROPN
bracis-28414	185	29	)	)	PUNCT
bracis-28414	185	30	.	.	PUNCT
bracis-28414	186	1	the	the	DET
bracis-28414	186	2	bee	bee	PROPN
bracis-28414	186	3	trails	trail	VERB
bracis-28414	186	4	,	,	PUNCT
bracis-28414	186	5	with	with	ADP
bracis-28414	186	6	a	a	DET
bracis-28414	186	7	displacement	displacement	ADJ
bracis-28414	186	8	limit	limit	NOUN
bracis-28414	186	9	equal	equal	ADJ
bracis-28414	186	10	to	to	ADP
bracis-28414	186	11	120	120	NUM
bracis-28414	186	12	,	,	PUNCT
bracis-28414	186	13	were	be	AUX
bracis-28414	186	14	hidden	hide	VERB
bracis-28414	186	15	to	to	PART
bracis-28414	186	16	facilitate	facilitate	VERB
bracis-28414	186	17	the	the	DET
bracis-28414	186	18	visualization	visualization	NOUN
bracis-28414	186	19	of	of	ADP
bracis-28414	186	20	the	the	DET
bracis-28414	186	21	other	other	ADJ
bracis-28414	186	22	considerations	consideration	NOUN
bracis-28414	186	23	.	.	PUNCT
bracis-28414	187	1	also	also	ADV
bracis-28414	187	2	,	,	PUNCT
bracis-28414	187	3	observe	observe	VERB
bracis-28414	187	4	that	that	SCONJ
bracis-28414	187	5	jataí	jataí	NOUN
bracis-28414	187	6	with	with	ADP
bracis-28414	187	7	i	i	PROPN
bracis-28414	187	8	d	d	PROPN
bracis-28414	187	9	7	7	NUM
bracis-28414	187	10	(	(	PUNCT
bracis-28414	187	11	fig	fig	NOUN
bracis-28414	187	12	.	.	PUNCT
bracis-28414	187	13	 	 	SPACE
bracis-28414	187	14	4	4	NUM
bracis-28414	187	15	001	001	NUM
bracis-28414	187	16	)	)	PUNCT
bracis-28414	187	17	entered	enter	VERB
bracis-28414	187	18	and	and	CCONJ
bracis-28414	187	19	the	the	DET
bracis-28414	187	20	one	one	NOUN
bracis-28414	187	21	with	with	ADP
bracis-28414	187	22	i	i	PROPN
bracis-28414	187	23	d	d	PROPN
bracis-28414	187	24	14	14	NUM
bracis-28414	187	25	(	(	PUNCT
bracis-28414	187	26	fig	fig	NOUN
bracis-28414	187	27	.	.	PUNCT
bracis-28414	187	28	 	 	SPACE
bracis-28414	187	29	4	4	NUM
bracis-28414	187	30	003	003	NUM
bracis-28414	187	31	)	)	PUNCT
bracis-28414	187	32	left	leave	VERB
bracis-28414	187	33	their	their	PRON
bracis-28414	187	34	respective	respective	ADJ
bracis-28414	187	35	hives	hive	NOUN
bracis-28414	187	36	.	.	PUNCT
bracis-28414	188	1	timestamps	timestamp	NOUN
bracis-28414	188	2	can	can	AUX
bracis-28414	188	3	collaborate	collaborate	VERB
bracis-28414	188	4	with	with	ADP
bracis-28414	188	5	this	this	DET
bracis-28414	188	6	information	information	NOUN
bracis-28414	188	7	to	to	PART
bracis-28414	188	8	generate	generate	VERB
bracis-28414	188	9	possible	possible	ADJ
bracis-28414	188	10	monitoring	monitoring	NOUN
bracis-28414	188	11	of	of	ADP
bracis-28414	188	12	the	the	DET
bracis-28414	188	13	hive	hive	NOUN
bracis-28414	188	14	entrance	entrance	NOUN
bracis-28414	188	15	.	.	PUNCT
bracis-28414	189	1	results	result	NOUN
bracis-28414	189	2	for	for	ADP
bracis-28414	189	3	a	a	DET
bracis-28414	189	4	video	video	NOUN
bracis-28414	189	5	of	of	ADP
bracis-28414	189	6	each	each	DET
bracis-28414	189	7	hive	hive	NOUN
bracis-28414	189	8	are	be	AUX
bracis-28414	189	9	in	in	ADP
bracis-28414	189	10	table	table	NOUN
bracis-28414	189	11	 	 	SPACE
bracis-28414	189	12	1	1	NUM
bracis-28414	189	13	,	,	PUNCT
bracis-28414	189	14	along	along	ADP
bracis-28414	189	15	with	with	ADP
bracis-28414	189	16	their	their	PRON
bracis-28414	189	17	absolute	absolute	ADJ
bracis-28414	189	18	error	error	NOUN
bracis-28414	189	19	and	and	CCONJ
bracis-28414	189	20	mean	mean	VERB
bracis-28414	189	21	relative	relative	ADJ
bracis-28414	189	22	error	error	NOUN
bracis-28414	189	23	.	.	PUNCT
bracis-28414	190	1	we	we	PRON
bracis-28414	190	2	use	use	VERB
bracis-28414	190	3	a	a	DET
bracis-28414	190	4	process	process	NOUN
bracis-28414	190	5	similar	similar	ADJ
bracis-28414	190	6	to	to	ADP
bracis-28414	190	7	pseudo	pseudo	NOUN
bracis-28414	190	8	-	-	NOUN
bracis-28414	190	9	labeling	labeling	ADJ
bracis-28414	190	10	(	(	PUNCT
bracis-28414	190	11	pseudo	pseudo	NOUN
bracis-28414	190	12	)	)	PUNCT
bracis-28414	190	13	to	to	PART
bracis-28414	190	14	count	count	VERB
bracis-28414	190	15	bees	bee	NOUN
bracis-28414	190	16	in	in	ADP
bracis-28414	190	17	the	the	DET
bracis-28414	190	18	videos	video	NOUN
bracis-28414	190	19	(	(	PUNCT
bracis-28414	190	20	we	we	PRON
bracis-28414	190	21	call	call	VERB
bracis-28414	190	22	it	it	PRON
bracis-28414	190	23	a	a	DET
bracis-28414	190	24	procedure	procedure	NOUN
bracis-28414	190	25	with	with	ADP
bracis-28414	190	26	the	the	DET
bracis-28414	190	27	aid	aid	NOUN
bracis-28414	190	28	of	of	ADP
bracis-28414	190	29	technology	technology	NOUN
bracis-28414	190	30	)	)	PUNCT
bracis-28414	190	31	.	.	PUNCT
bracis-28414	191	1	we	we	PRON
bracis-28414	191	2	used	use	VERB
bracis-28414	191	3	et	et	PRON
bracis-28414	191	4	to	to	PART
bracis-28414	191	5	aid	aid	VERB
bracis-28414	191	6	in	in	ADP
bracis-28414	191	7	counting	counting	NOUN
bracis-28414	191	8	.	.	PUNCT
bracis-28414	192	1	note	note	NOUN
bracis-28414	192	2	in	in	ADP
bracis-28414	192	3	fig	fig	NOUN
bracis-28414	192	4	.	.	PUNCT
bracis-28414	192	5	 	 	SPACE
bracis-28414	193	1	4	4	NUM
bracis-28414	193	2	,	,	PUNCT
bracis-28414	193	3	specifically	specifically	ADV
bracis-28414	193	4	at	at	ADP
bracis-28414	193	5	003	003	NUM
bracis-28414	193	6	(	(	PUNCT
bracis-28414	193	7	i	i	NOUN
bracis-28414	193	8	d	d	PROPN
bracis-28414	193	9	2	2	NUM
bracis-28414	193	10	and	and	CCONJ
bracis-28414	193	11	5	5	NUM
bracis-28414	193	12	)	)	PUNCT
bracis-28414	193	13	,	,	PUNCT
bracis-28414	193	14	005	005	NUM
bracis-28414	193	15	(	(	PUNCT
bracis-28414	193	16	i	i	NOUN
bracis-28414	193	17	d	d	PROPN
bracis-28414	193	18	4	4	NUM
bracis-28414	193	19	)	)	PUNCT
bracis-28414	193	20	,	,	PUNCT
bracis-28414	193	21	and	and	CCONJ
bracis-28414	193	22	006	006	NUM
bracis-28414	193	23	(	(	PUNCT
bracis-28414	193	24	i	i	NOUN
bracis-28414	193	25	d	d	PROPN
bracis-28414	193	26	0	0	NUM
bracis-28414	193	27	and	and	CCONJ
bracis-28414	193	28	9	9	NUM
bracis-28414	193	29	)	)	PUNCT
bracis-28414	193	30	,	,	PUNCT
bracis-28414	193	31	the	the	DET
bracis-28414	193	32	presence	presence	NOUN
bracis-28414	193	33	of	of	ADP
bracis-28414	193	34	soldiers	soldier	NOUN
bracis-28414	193	35	hovering	hover	VERB
bracis-28414	193	36	around	around	ADP
bracis-28414	193	37	the	the	DET
bracis-28414	193	38	hives	hive	NOUN
bracis-28414	193	39	entrances	entrance	NOUN
bracis-28414	193	40	.	.	PUNCT
bracis-28414	194	1	these	these	DET
bracis-28414	194	2	soldiers	soldier	NOUN
bracis-28414	194	3	generate	generate	VERB
bracis-28414	194	4	errors	error	NOUN
bracis-28414	194	5	in	in	ADP
bracis-28414	194	6	counting	count	VERB
bracis-28414	194	7	the	the	DET
bracis-28414	194	8	bees	bee	NOUN
bracis-28414	194	9	that	that	PRON
bracis-28414	194	10	enter	enter	VERB
bracis-28414	194	11	and	and	CCONJ
bracis-28414	194	12	leave	leave	VERB
bracis-28414	194	13	the	the	DET
bracis-28414	194	14	hive	hive	NOUN
bracis-28414	194	15	.	.	PUNCT
bracis-28414	195	1	therefore	therefore	ADV
bracis-28414	195	2	,	,	PUNCT
bracis-28414	195	3	we	we	PRON
bracis-28414	195	4	remove	remove	VERB
bracis-28414	195	5	duplicates	duplicate	NOUN
bracis-28414	195	6	from	from	ADP
bracis-28414	195	7	these	these	DET
bracis-28414	195	8	counts	count	NOUN
bracis-28414	195	9	(	(	PUNCT
bracis-28414	195	10	rd	rd	NOUN
bracis-28414	195	11	)	)	PUNCT
bracis-28414	195	12	to	to	PART
bracis-28414	195	13	improve	improve	VERB
bracis-28414	195	14	this	this	DET
bracis-28414	195	15	aspect	aspect	NOUN
bracis-28414	195	16	.	.	PUNCT
bracis-28414	196	1	summarizing	summarize	VERB
bracis-28414	196	2	table	table	NOUN
bracis-28414	196	3	 	 	SPACE
bracis-28414	196	4	1	1	NUM
bracis-28414	196	5	,	,	PUNCT
bracis-28414	196	6	we	we	PRON
bracis-28414	196	7	have	have	VERB
bracis-28414	196	8	that	that	PRON
bracis-28414	196	9	et	et	PROPN
bracis-28414	196	10	has	have	VERB
bracis-28414	196	11	superior	superior	ADJ
bracis-28414	196	12	results	result	NOUN
bracis-28414	196	13	in	in	ADP
bracis-28414	196	14	the	the	DET
bracis-28414	196	15	bee	bee	NOUN
bracis-28414	196	16	count	count	NOUN
bracis-28414	196	17	,	,	PUNCT
bracis-28414	196	18	but	but	CCONJ
bracis-28414	196	19	we	we	PRON
bracis-28414	196	20	can	can	AUX
bracis-28414	196	21	also	also	ADV
bracis-28414	196	22	use	use	VERB
bracis-28414	196	23	bt	bt	NOUN
bracis-28414	196	24	.	.	PUNCT
bracis-28414	197	1	it	it	PRON
bracis-28414	197	2	is	be	AUX
bracis-28414	197	3	best	good	ADJ
bracis-28414	197	4	to	to	PART
bracis-28414	197	5	remove	remove	VERB
bracis-28414	197	6	duplicates	duplicate	NOUN
bracis-28414	197	7	of	of	ADP
bracis-28414	197	8	bees	bee	NOUN
bracis-28414	197	9	to	to	PART
bracis-28414	197	10	monitor	monitor	VERB
bracis-28414	197	11	the	the	DET
bracis-28414	197	12	hive	hive	NOUN
bracis-28414	197	13	entrance	entrance	NOUN
bracis-28414	197	14	.	.	PUNCT
bracis-28414	198	1	the	the	DET
bracis-28414	198	2	error	error	NOUN
bracis-28414	198	3	is	be	AUX
bracis-28414	198	4	less	less	ADJ
bracis-28414	198	5	when	when	SCONJ
bracis-28414	198	6	bt	bt	PROPN
bracis-28414	198	7	counts	count	VERB
bracis-28414	198	8	the	the	DET
bracis-28414	198	9	bees	bee	NOUN
bracis-28414	198	10	that	that	PRON
bracis-28414	198	11	get	get	VERB
bracis-28414	198	12	out	out	ADP
bracis-28414	198	13	of	of	ADP
bracis-28414	198	14	the	the	DET
bracis-28414	198	15	hive	hive	NOUN
bracis-28414	198	16	and	and	CCONJ
bracis-28414	198	17	when	when	SCONJ
bracis-28414	198	18	et	et	PROPN
bracis-28414	198	19	counts	count	VERB
bracis-28414	198	20	those	those	PRON
bracis-28414	198	21	that	that	PRON
bracis-28414	198	22	enter	enter	VERB
bracis-28414	198	23	.	.	PUNCT
bracis-28414	199	1	in	in	ADP
bracis-28414	199	2	this	this	DET
bracis-28414	199	3	way	way	NOUN
bracis-28414	199	4	,	,	PUNCT
bracis-28414	199	5	there	there	PRON
bracis-28414	199	6	is	be	VERB
bracis-28414	199	7	a	a	DET
bracis-28414	199	8	tie	tie	NOUN
bracis-28414	199	9	considering	consider	VERB
bracis-28414	199	10	the	the	DET
bracis-28414	199	11	best	good	ADJ
bracis-28414	199	12	cost	cost	NOUN
bracis-28414	199	13	benefit	benefit	NOUN
bracis-28414	199	14	.	.	PUNCT
bracis-28414	200	1	we	we	PRON
bracis-28414	200	2	repeated	repeat	VERB
bracis-28414	200	3	the	the	DET
bracis-28414	200	4	same	same	ADJ
bracis-28414	200	5	procedure	procedure	NOUN
bracis-28414	200	6	for	for	ADP
bracis-28414	200	7	six	six	NUM
bracis-28414	200	8	videos	video	NOUN
bracis-28414	200	9	of	of	ADP
bracis-28414	200	10	hive	hive	ADJ
bracis-28414	200	11	001	001	NUM
bracis-28414	200	12	(	(	PUNCT
bracis-28414	200	13	table	table	NOUN
bracis-28414	200	14	 	 	SPACE
bracis-28414	200	15	2	2	NUM
bracis-28414	200	16	)	)	PUNCT
bracis-28414	200	17	,	,	PUNCT
bracis-28414	200	18	plus	plus	CCONJ
bracis-28414	200	19	a	a	DET
bracis-28414	200	20	count	count	NOUN
bracis-28414	200	21	performed	perform	VERB
bracis-28414	200	22	by	by	ADP
bracis-28414	200	23	a	a	DET
bracis-28414	200	24	person	person	NOUN
bracis-28414	200	25	from	from	ADP
bracis-28414	200	26	the	the	DET
bracis-28414	200	27	biological	biological	ADJ
bracis-28414	200	28	sciences	sciences	PROPN
bracis-28414	200	29	area	area	NOUN
bracis-28414	200	30	without	without	ADP
bracis-28414	200	31	using	use	VERB
bracis-28414	200	32	technology	technology	NOUN
bracis-28414	200	33	.	.	PUNCT
bracis-28414	201	1	fig	fig	NOUN
bracis-28414	201	2	.	.	PUNCT
bracis-28414	201	3	 	 	SPACE
bracis-28414	202	1	4	4	NUM
bracis-28414	202	2	.	.	PUNCT
bracis-28414	202	3	results	result	NOUN
bracis-28414	202	4	of	of	ADP
bracis-28414	202	5	the	the	DET
bracis-28414	202	6	tracking	tracking	NOUN
bracis-28414	202	7	and	and	CCONJ
bracis-28414	202	8	optical	optical	ADJ
bracis-28414	202	9	flow	flow	NOUN
bracis-28414	202	10	.	.	PUNCT
bracis-28414	203	1	detailed	detailed	ADJ
bracis-28414	203	2	information	information	NOUN
bracis-28414	203	3	in	in	ADP
bracis-28414	203	4	fig	fig	NOUN
bracis-28414	203	5	.	.	PUNCT
bracis-28414	203	6	 	 	SPACE
bracis-28414	204	1	2	2	NUM
bracis-28414	204	2	.	.	PUNCT
bracis-28414	204	3	full	full	ADJ
bracis-28414	204	4	size	size	NOUN
bracis-28414	204	5	image	image	NOUN
bracis-28414	204	6	summarizing	summarizing	NOUN
bracis-28414	204	7	table	table	NOUN
bracis-28414	204	8	 	 	SPACE
bracis-28414	204	9	2	2	NUM
bracis-28414	204	10	,	,	PUNCT
bracis-28414	204	11	we	we	PRON
bracis-28414	204	12	have	have	VERB
bracis-28414	204	13	that	that	PRON
bracis-28414	204	14	bt	bt	PROPN
bracis-28414	204	15	has	have	VERB
bracis-28414	204	16	superior	superior	ADJ
bracis-28414	204	17	results	result	NOUN
bracis-28414	204	18	in	in	ADP
bracis-28414	204	19	bee	bee	PROPN
bracis-28414	204	20	count	count	NOUN
bracis-28414	204	21	.	.	PUNCT
bracis-28414	205	1	it	it	PRON
bracis-28414	205	2	is	be	AUX
bracis-28414	205	3	best	good	ADJ
bracis-28414	205	4	to	to	PART
bracis-28414	205	5	remove	remove	VERB
bracis-28414	205	6	duplicates	duplicate	NOUN
bracis-28414	205	7	of	of	ADP
bracis-28414	205	8	bees	bee	NOUN
bracis-28414	205	9	to	to	PART
bracis-28414	205	10	monitor	monitor	VERB
bracis-28414	205	11	the	the	DET
bracis-28414	205	12	hive	hive	NOUN
bracis-28414	205	13	entrance	entrance	NOUN
bracis-28414	205	14	.	.	PUNCT
bracis-28414	206	1	et	et	NOUN
bracis-28414	206	2	performs	perform	VERB
bracis-28414	206	3	better	well	ADV
bracis-28414	206	4	in	in	ADP
bracis-28414	206	5	accounting	account	VERB
bracis-28414	206	6	for	for	ADP
bracis-28414	206	7	incoming	incoming	ADJ
bracis-28414	206	8	and	and	CCONJ
bracis-28414	206	9	outgoing	outgoing	ADJ
bracis-28414	206	10	bees	bee	NOUN
bracis-28414	206	11	.	.	PUNCT
bracis-28414	207	1	in	in	ADP
bracis-28414	207	2	this	this	DET
bracis-28414	207	3	way	way	NOUN
bracis-28414	207	4	,	,	PUNCT
bracis-28414	207	5	et	et	NOUN
bracis-28414	207	6	obtains	obtain	VERB
bracis-28414	207	7	a	a	DET
bracis-28414	207	8	better	well	ADJ
bracis-28414	207	9	cost	cost	NOUN
bracis-28414	207	10	-	-	PUNCT
bracis-28414	207	11	benefit	benefit	NOUN
bracis-28414	207	12	concerning	concern	VERB
bracis-28414	207	13	the	the	DET
bracis-28414	207	14	movement	movement	NOUN
bracis-28414	207	15	at	at	ADP
bracis-28414	207	16	the	the	DET
bracis-28414	207	17	hive	hive	NOUN
bracis-28414	207	18	entrance	entrance	NOUN
bracis-28414	207	19	and	and	CCONJ
bracis-28414	207	20	bt	bt	NOUN
bracis-28414	207	21	to	to	PART
bracis-28414	207	22	count	count	VERB
bracis-28414	207	23	bees	bee	NOUN
bracis-28414	207	24	.	.	PUNCT
bracis-28414	208	1	we	we	PRON
bracis-28414	208	2	also	also	ADV
bracis-28414	208	3	noticed	notice	VERB
bracis-28414	208	4	that	that	SCONJ
bracis-28414	208	5	using	use	VERB
bracis-28414	208	6	the	the	DET
bracis-28414	208	7	system	system	NOUN
bracis-28414	208	8	to	to	PART
bracis-28414	208	9	assist	assist	VERB
bracis-28414	208	10	human	human	ADJ
bracis-28414	208	11	activity	activity	NOUN
bracis-28414	208	12	reduces	reduce	VERB
bracis-28414	208	13	errors	error	NOUN
bracis-28414	208	14	caused	cause	VERB
bracis-28414	208	15	by	by	ADP
bracis-28414	208	16	fatigue	fatigue	NOUN
bracis-28414	208	17	and	and	CCONJ
bracis-28414	208	18	distractions	distraction	NOUN
bracis-28414	208	19	.	.	PUNCT
bracis-28414	209	1	table	table	NOUN
bracis-28414	209	2	 	 	SPACE
bracis-28414	209	3	1	1	NUM
bracis-28414	209	4	.	.	PUNCT
bracis-28414	209	5	results	result	NOUN
bracis-28414	209	6	of	of	ADP
bracis-28414	209	7	the	the	DET
bracis-28414	209	8	trackings	tracking	NOUN
bracis-28414	209	9	and	and	CCONJ
bracis-28414	209	10	humans	human	NOUN
bracis-28414	209	11	with	with	ADP
bracis-28414	209	12	the	the	DET
bracis-28414	209	13	aid	aid	NOUN
bracis-28414	209	14	of	of	ADP
bracis-28414	209	15	technology.full	technology.full	NOUN
bracis-28414	209	16	size	size	NOUN
bracis-28414	209	17	table	table	NOUN
bracis-28414	209	18	the	the	DET
bracis-28414	209	19	errors	error	NOUN
bracis-28414	209	20	in	in	ADP
bracis-28414	209	21	tables	table	NOUN
bracis-28414	209	22	1	1	NUM
bracis-28414	209	23	and	and	CCONJ
bracis-28414	209	24	2	2	NUM
bracis-28414	209	25	are	be	AUX
bracis-28414	209	26	caused	cause	VERB
bracis-28414	209	27	by	by	ADP
bracis-28414	209	28	some	some	DET
bracis-28414	209	29	limitations	limitation	NOUN
bracis-28414	209	30	.	.	PUNCT
bracis-28414	210	1	et	et	NOUN
bracis-28414	210	2	does	do	AUX
bracis-28414	210	3	not	not	PART
bracis-28414	210	4	resolve	resolve	VERB
bracis-28414	210	5	i	i	PRON
bracis-28414	210	6	d	d	PROPN
bracis-28414	210	7	’s	’s	PART
bracis-28414	210	8	swaps	swap	NOUN
bracis-28414	210	9	caused	cause	VERB
bracis-28414	210	10	by	by	ADP
bracis-28414	210	11	crossing	cross	VERB
bracis-28414	210	12	their	their	PRON
bracis-28414	210	13	positions	position	NOUN
bracis-28414	210	14	and	and	CCONJ
bracis-28414	210	15	occlusions	occlusion	NOUN
bracis-28414	210	16	caused	cause	VERB
bracis-28414	210	17	by	by	ADP
bracis-28414	210	18	soldiers	soldier	NOUN
bracis-28414	210	19	and	and	CCONJ
bracis-28414	210	20	the	the	DET
bracis-28414	210	21	hive	hive	NOUN
bracis-28414	210	22	tube	tube	NOUN
bracis-28414	210	23	.	.	PUNCT
bracis-28414	211	1	the	the	DET
bracis-28414	211	2	movement	movement	NOUN
bracis-28414	211	3	in	in	ADP
bracis-28414	211	4	the	the	DET
bracis-28414	211	5	hive	hive	NOUN
bracis-28414	211	6	tube	tube	NOUN
bracis-28414	211	7	is	be	AUX
bracis-28414	211	8	responsible	responsible	ADJ
bracis-28414	211	9	for	for	ADP
bracis-28414	211	10	most	most	ADJ
bracis-28414	211	11	of	of	ADP
bracis-28414	211	12	the	the	DET
bracis-28414	211	13	exchanges	exchange	NOUN
bracis-28414	211	14	of	of	ADP
bracis-28414	211	15	i	i	PROPN
bracis-28414	211	16	d	d	PROPN
bracis-28414	211	17	’s	’s	X
bracis-28414	211	18	,	,	PUNCT
bracis-28414	211	19	and	and	CCONJ
bracis-28414	211	20	the	the	DET
bracis-28414	211	21	model	model	NOUN
bracis-28414	211	22	presents	present	VERB
bracis-28414	211	23	difficulties	difficulty	NOUN
bracis-28414	211	24	for	for	ADP
bracis-28414	211	25	bees	bee	NOUN
bracis-28414	211	26	that	that	PRON
bracis-28414	211	27	touch	touch	VERB
bracis-28414	211	28	each	each	DET
bracis-28414	211	29	other	other	ADJ
bracis-28414	211	30	(	(	PUNCT
bracis-28414	211	31	example	example	NOUN
bracis-28414	211	32	in	in	ADP
bracis-28414	211	33	fig	fig	NOUN
bracis-28414	211	34	.	.	PUNCT
bracis-28414	211	35	 	 	SPACE
bracis-28414	212	1	4	4	NUM
bracis-28414	212	2	005	005	NUM
bracis-28414	212	3	i	i	NOUN
bracis-28414	212	4	d	d	PROPN
bracis-28414	212	5	5	5	NUM
bracis-28414	212	6	and	and	CCONJ
bracis-28414	212	7	6	6	NUM
bracis-28414	212	8	)	)	PUNCT
bracis-28414	212	9	.	.	PUNCT
bracis-28414	213	1	table	table	NOUN
bracis-28414	213	2	 	 	SPACE
bracis-28414	213	3	2	2	NUM
bracis-28414	213	4	.	.	PUNCT
bracis-28414	213	5	results	result	NOUN
bracis-28414	213	6	of	of	ADP
bracis-28414	213	7	the	the	DET
bracis-28414	213	8	trackings	tracking	NOUN
bracis-28414	213	9	and	and	CCONJ
bracis-28414	213	10	humans	human	NOUN
bracis-28414	213	11	with	with	ADP
bracis-28414	213	12	and	and	CCONJ
bracis-28414	213	13	without	without	ADP
bracis-28414	213	14	the	the	DET
bracis-28414	213	15	aid	aid	NOUN
bracis-28414	213	16	of	of	ADP
bracis-28414	213	17	technology.full	technology.full	NOUN
bracis-28414	213	18	size	size	NOUN
bracis-28414	213	19	table	table	NOUN
bracis-28414	213	20	in	in	ADP
bracis-28414	213	21	agitated	agitated	ADJ
bracis-28414	213	22	hives	hive	NOUN
bracis-28414	213	23	,	,	PUNCT
bracis-28414	213	24	agglomerations	agglomeration	NOUN
bracis-28414	213	25	of	of	ADP
bracis-28414	213	26	bees	bee	NOUN
bracis-28414	213	27	occur	occur	VERB
bracis-28414	213	28	.	.	PUNCT
bracis-28414	214	1	this	this	DET
bracis-28414	214	2	fact	fact	NOUN
bracis-28414	214	3	splits	split	VERB
bracis-28414	214	4	a	a	DET
bracis-28414	214	5	bounding	bounding	NOUN
bracis-28414	214	6	box	box	NOUN
bracis-28414	214	7	containing	contain	VERB
bracis-28414	214	8	one	one	NUM
bracis-28414	214	9	bee	bee	NOUN
bracis-28414	214	10	into	into	ADP
bracis-28414	214	11	others	other	NOUN
bracis-28414	214	12	and	and	CCONJ
bracis-28414	214	13	unifies	unify	VERB
bracis-28414	214	14	bounding	bounding	NOUN
bracis-28414	214	15	boxes	box	NOUN
bracis-28414	214	16	into	into	ADP
bracis-28414	214	17	one	one	NUM
bracis-28414	214	18	containing	contain	VERB
bracis-28414	214	19	several	several	ADJ
bracis-28414	214	20	bees	bee	NOUN
bracis-28414	214	21	.	.	PUNCT
bracis-28414	215	1	this	this	DET
bracis-28414	215	2	process	process	NOUN
bracis-28414	215	3	contributes	contribute	VERB
bracis-28414	215	4	to	to	ADP
bracis-28414	215	5	the	the	DET
bracis-28414	215	6	acquisition	acquisition	NOUN
bracis-28414	215	7	of	of	ADP
bracis-28414	215	8	new	new	ADJ
bracis-28414	215	9	ids	id	NOUN
bracis-28414	215	10	,	,	PUNCT
bracis-28414	215	11	along	along	ADP
bracis-28414	215	12	with	with	ADP
bracis-28414	215	13	occlusions	occlusion	NOUN
bracis-28414	215	14	.	.	PUNCT
bracis-28414	216	1	the	the	DET
bracis-28414	216	2	transition	transition	NOUN
bracis-28414	216	3	of	of	ADP
bracis-28414	216	4	jataís	jataís	NOUN
bracis-28414	216	5	between	between	ADP
bracis-28414	216	6	frames	frame	NOUN
bracis-28414	216	7	and	and	CCONJ
bracis-28414	216	8	occlusions	occlusion	NOUN
bracis-28414	216	9	causes	cause	VERB
bracis-28414	216	10	the	the	DET
bracis-28414	216	11	resumption	resumption	NOUN
bracis-28414	216	12	of	of	ADP
bracis-28414	216	13	i	i	PROPN
bracis-28414	216	14	d	d	PROPN
bracis-28414	216	15	by	by	ADP
bracis-28414	216	16	different	different	ADJ
bracis-28414	216	17	bees	bee	NOUN
bracis-28414	216	18	.	.	PUNCT
bracis-28414	217	1	the	the	DET
bracis-28414	217	2	camera	camera	NOUN
bracis-28414	217	3	is	be	AUX
bracis-28414	217	4	not	not	PART
bracis-28414	217	5	steady	steady	ADJ
bracis-28414	217	6	in	in	ADP
bracis-28414	217	7	006	006	NUM
bracis-28414	217	8	,	,	PUNCT
bracis-28414	217	9	and	and	CCONJ
bracis-28414	217	10	the	the	DET
bracis-28414	217	11	systems	system	NOUN
bracis-28414	217	12	recognize	recognize	VERB
bracis-28414	217	13	some	some	DET
bracis-28414	217	14	anomalies	anomaly	NOUN
bracis-28414	217	15	in	in	ADP
bracis-28414	217	16	002	002	NUM
bracis-28414	217	17	and	and	CCONJ
bracis-28414	217	18	004	004	NUM
bracis-28414	217	19	.	.	PUNCT
bracis-28414	218	1	we	we	PRON
bracis-28414	218	2	monitored	monitor	VERB
bracis-28414	218	3	anomalies	anomaly	NOUN
bracis-28414	218	4	,	,	PUNCT
bracis-28414	218	5	but	but	CCONJ
bracis-28414	218	6	it	it	PRON
bracis-28414	218	7	was	be	AUX
bracis-28414	218	8	not	not	PART
bracis-28414	218	9	possible	possible	ADJ
bracis-28414	218	10	to	to	PART
bracis-28414	218	11	extinguish	extinguish	VERB
bracis-28414	218	12	them	they	PRON
bracis-28414	218	13	in	in	ADP
bracis-28414	218	14	the	the	DET
bracis-28414	218	15	field	field	NOUN
bracis-28414	218	16	.	.	PUNCT
bracis-28414	219	1	the	the	DET
bracis-28414	219	2	speed	speed	NOUN
bracis-28414	219	3	of	of	ADP
bracis-28414	219	4	the	the	DET
bracis-28414	219	5	videos	video	NOUN
bracis-28414	219	6	,	,	PUNCT
bracis-28414	219	7	frames	frame	NOUN
bracis-28414	219	8	per	per	ADP
bracis-28414	219	9	second	second	NOUN
bracis-28414	219	10	,	,	PUNCT
bracis-28414	219	11	can	can	AUX
bracis-28414	219	12	not	not	PART
bracis-28414	219	13	be	be	AUX
bracis-28414	219	14	too	too	ADV
bracis-28414	219	15	low	low	ADJ
bracis-28414	219	16	because	because	SCONJ
bracis-28414	219	17	the	the	DET
bracis-28414	219	18	centroids	centroid	NOUN
bracis-28414	219	19	must	must	AUX
bracis-28414	219	20	be	be	AUX
bracis-28414	219	21	close	close	ADJ
bracis-28414	219	22	between	between	ADP
bracis-28414	219	23	the	the	DET
bracis-28414	219	24	frames	frame	NOUN
bracis-28414	219	25	.	.	PUNCT
bracis-28414	220	1	bt	bt	PROPN
bracis-28414	220	2	relocates	relocate	VERB
bracis-28414	220	3	i	i	PROPN
bracis-28414	220	4	d	d	PROPN
bracis-28414	220	5	’s	’s	X
bracis-28414	220	6	in	in	ADP
bracis-28414	220	7	the	the	DET
bracis-28414	220	8	agglomerations	agglomeration	NOUN
bracis-28414	220	9	with	with	ADP
bracis-28414	220	10	difficulties	difficulty	NOUN
bracis-28414	220	11	,	,	PUNCT
bracis-28414	220	12	causing	cause	VERB
bracis-28414	220	13	the	the	DET
bracis-28414	220	14	assignment	assignment	NOUN
bracis-28414	220	15	of	of	ADP
bracis-28414	220	16	new	new	PROPN
bracis-28414	220	17	i	i	PROPN
bracis-28414	220	18	d	d	PROPN
bracis-28414	220	19	’s	’s	X
bracis-28414	220	20	and	and	CCONJ
bracis-28414	220	21	generating	generating	ADJ
bracis-28414	220	22	duplicates	duplicate	NOUN
bracis-28414	220	23	.	.	PUNCT
bracis-28414	221	1	the	the	DET
bracis-28414	221	2	same	same	ADJ
bracis-28414	221	3	error	error	NOUN
bracis-28414	221	4	of	of	ADP
bracis-28414	221	5	dividing	divide	VERB
bracis-28414	221	6	and	and	CCONJ
bracis-28414	221	7	merging	merge	VERB
bracis-28414	221	8	bounding	bounding	NOUN
bracis-28414	221	9	boxes	box	NOUN
bracis-28414	221	10	also	also	ADV
bracis-28414	221	11	occurs	occur	VERB
bracis-28414	221	12	in	in	ADP
bracis-28414	221	13	bt	bt	NOUN
bracis-28414	221	14	,	,	PUNCT
bracis-28414	221	15	contributing	contribute	VERB
bracis-28414	221	16	to	to	ADP
bracis-28414	221	17	new	new	PROPN
bracis-28414	221	18	i	i	PROPN
bracis-28414	221	19	d	d	PROPN
bracis-28414	221	20	’s	’s	PART
bracis-28414	221	21	assignment	assignment	NOUN
bracis-28414	221	22	.	.	PUNCT
bracis-28414	222	1	there	there	PRON
bracis-28414	222	2	are	be	VERB
bracis-28414	222	3	difficulties	difficulty	NOUN
bracis-28414	222	4	in	in	ADP
bracis-28414	222	5	treating	treat	VERB
bracis-28414	222	6	occlusions	occlusion	NOUN
bracis-28414	222	7	as	as	ADV
bracis-28414	222	8	well	well	ADV
bracis-28414	222	9	.	.	PUNCT
bracis-28414	223	1	the	the	DET
bracis-28414	223	2	authors	author	NOUN
bracis-28414	223	3	of	of	ADP
bracis-28414	223	4	[	[	X
bracis-28414	223	5	38	38	NUM
bracis-28414	223	6	]	]	PUNCT
bracis-28414	223	7	show	show	VERB
bracis-28414	223	8	that	that	SCONJ
bracis-28414	223	9	bt	bt	PROPN
bracis-28414	223	10	is	be	AUX
bracis-28414	223	11	robust	robust	ADJ
bracis-28414	223	12	for	for	ADP
bracis-28414	223	13	occlusions	occlusion	NOUN
bracis-28414	223	14	where	where	SCONJ
bracis-28414	223	15	one	one	NUM
bracis-28414	223	16	of	of	ADP
bracis-28414	223	17	the	the	DET
bracis-28414	223	18	objects	object	NOUN
bracis-28414	223	19	does	do	AUX
bracis-28414	223	20	not	not	PART
bracis-28414	223	21	move	move	VERB
bracis-28414	223	22	during	during	ADP
bracis-28414	223	23	occlusion	occlusion	NOUN
bracis-28414	223	24	.	.	PUNCT
bracis-28414	224	1	this	this	DET
bracis-28414	224	2	type	type	NOUN
bracis-28414	224	3	of	of	ADP
bracis-28414	224	4	occlusion	occlusion	NOUN
bracis-28414	224	5	is	be	AUX
bracis-28414	224	6	rare	rare	ADJ
bracis-28414	224	7	with	with	ADP
bracis-28414	224	8	jataís	jataís	NOUN
bracis-28414	224	9	,	,	PUNCT
bracis-28414	224	10	as	as	SCONJ
bracis-28414	224	11	the	the	DET
bracis-28414	224	12	occluded	occluded	ADJ
bracis-28414	224	13	bee	bee	NOUN
bracis-28414	224	14	also	also	ADV
bracis-28414	224	15	moves	move	VERB
bracis-28414	224	16	.	.	PUNCT
bracis-28414	225	1	when	when	SCONJ
bracis-28414	225	2	the	the	DET
bracis-28414	225	3	occlusion	occlusion	NOUN
bracis-28414	225	4	ends	end	VERB
bracis-28414	225	5	,	,	PUNCT
bracis-28414	225	6	the	the	DET
bracis-28414	225	7	occluded	occluded	ADJ
bracis-28414	225	8	object	object	NOUN
bracis-28414	225	9	may	may	AUX
bracis-28414	225	10	be	be	AUX
bracis-28414	225	11	in	in	ADP
bracis-28414	225	12	a	a	DET
bracis-28414	225	13	different	different	ADJ
bracis-28414	225	14	position	position	NOUN
bracis-28414	225	15	in	in	ADP
bracis-28414	225	16	rotation	rotation	NOUN
bracis-28414	225	17	or	or	CCONJ
bracis-28414	225	18	translation	translation	NOUN
bracis-28414	225	19	.	.	PUNCT
bracis-28414	226	1	the	the	DET
bracis-28414	226	2	movement	movement	NOUN
bracis-28414	226	3	causes	cause	VERB
bracis-28414	226	4	the	the	DET
bracis-28414	226	5	bee	bee	NOUN
bracis-28414	226	6	to	to	PART
bracis-28414	226	7	have	have	VERB
bracis-28414	226	8	different	different	ADJ
bracis-28414	226	9	characteristics	characteristic	NOUN
bracis-28414	226	10	from	from	ADP
bracis-28414	226	11	when	when	SCONJ
bracis-28414	226	12	it	it	PRON
bracis-28414	226	13	was	be	AUX
bracis-28414	226	14	occluded	occlude	VERB
bracis-28414	226	15	.	.	PUNCT
bracis-28414	227	1	the	the	DET
bracis-28414	227	2	similarity	similarity	NOUN
bracis-28414	227	3	between	between	ADP
bracis-28414	227	4	individuals	individual	NOUN
bracis-28414	227	5	in	in	ADP
bracis-28414	227	6	the	the	DET
bracis-28414	227	7	hive	hive	NOUN
bracis-28414	227	8	also	also	ADV
bracis-28414	227	9	impaired	impair	VERB
bracis-28414	227	10	the	the	DET
bracis-28414	227	11	similarity	similarity	NOUN
bracis-28414	227	12	analysis	analysis	NOUN
bracis-28414	227	13	used	use	VERB
bracis-28414	227	14	in	in	ADP
bracis-28414	227	15	bt	bt	PROPN
bracis-28414	227	16	.	.	PUNCT
bracis-28414	228	1	there	there	PRON
bracis-28414	228	2	are	be	VERB
bracis-28414	228	3	no	no	DET
bracis-28414	228	4	physical	physical	ADJ
bracis-28414	228	5	differences	difference	NOUN
bracis-28414	228	6	between	between	ADP
bracis-28414	228	7	workers	worker	NOUN
bracis-28414	228	8	and	and	CCONJ
bracis-28414	228	9	castes	caste	NOUN
bracis-28414	228	10	in	in	ADP
bracis-28414	228	11	the	the	DET
bracis-28414	228	12	same	same	ADJ
bracis-28414	228	13	or	or	CCONJ
bracis-28414	228	14	different	different	ADJ
bracis-28414	228	15	beehives	beehive	NOUN
bracis-28414	228	16	.	.	PUNCT
bracis-28414	229	1	the	the	DET
bracis-28414	229	2	bees	bee	NOUN
bracis-28414	229	3	themselves	themselves	PRON
bracis-28414	229	4	only	only	ADV
bracis-28414	229	5	differentiate	differentiate	VERB
bracis-28414	229	6	through	through	ADP
bracis-28414	229	7	pheromones	pheromone	NOUN
bracis-28414	229	8	.	.	PUNCT
bracis-28414	230	1	however	however	ADV
bracis-28414	230	2	,	,	PUNCT
bracis-28414	230	3	using	use	VERB
bracis-28414	230	4	the	the	DET
bracis-28414	230	5	system	system	NOUN
bracis-28414	230	6	in	in	ADP
bracis-28414	230	7	the	the	DET
bracis-28414	230	8	field	field	NOUN
bracis-28414	230	9	can	can	AUX
bracis-28414	230	10	help	help	VERB
bracis-28414	230	11	to	to	PART
bracis-28414	230	12	combat	combat	VERB
bracis-28414	230	13	the	the	DET
bracis-28414	230	14	decline	decline	NOUN
bracis-28414	230	15	of	of	ADP
bracis-28414	230	16	bees	bee	NOUN
bracis-28414	230	17	related	relate	VERB
bracis-28414	230	18	to	to	ADP
bracis-28414	230	19	foraging	forage	VERB
bracis-28414	230	20	and	and	CCONJ
bracis-28414	230	21	hive	hive	NOUN
bracis-28414	230	22	behavior	behavior	NOUN
bracis-28414	230	23	.	.	PUNCT
bracis-28414	231	1	generating	generate	VERB
bracis-28414	231	2	reports	report	NOUN
bracis-28414	231	3	and	and	CCONJ
bracis-28414	231	4	doing	do	VERB
bracis-28414	231	5	repetitive	repetitive	ADJ
bracis-28414	231	6	work	work	NOUN
bracis-28414	231	7	brings	bring	VERB
bracis-28414	231	8	advantages	advantage	NOUN
bracis-28414	231	9	to	to	ADP
bracis-28414	231	10	the	the	DET
bracis-28414	231	11	approach	approach	NOUN
bracis-28414	231	12	,	,	PUNCT
bracis-28414	231	13	thus	thus	ADV
bracis-28414	231	14	reducing	reduce	VERB
bracis-28414	231	15	errors	error	NOUN
bracis-28414	231	16	of	of	ADP
bracis-28414	231	17	human	human	ADJ
bracis-28414	231	18	origin	origin	NOUN
bracis-28414	231	19	.	.	PUNCT
bracis-28414	232	1	but	but	CCONJ
bracis-28414	232	2	the	the	DET
bracis-28414	232	3	use	use	NOUN
bracis-28414	232	4	in	in	ADP
bracis-28414	232	5	practical	practical	ADJ
bracis-28414	232	6	applications	application	NOUN
bracis-28414	232	7	must	must	AUX
bracis-28414	232	8	consider	consider	VERB
bracis-28414	232	9	the	the	DET
bracis-28414	232	10	bt	bt	NOUN
bracis-28414	232	11	to	to	PART
bracis-28414	232	12	count	count	VERB
bracis-28414	232	13	the	the	DET
bracis-28414	232	14	bees	bee	NOUN
bracis-28414	232	15	with	with	ADP
bracis-28414	232	16	an	an	DET
bracis-28414	232	17	average	average	ADJ
bracis-28414	232	18	relative	relative	ADJ
bracis-28414	232	19	error	error	NOUN
bracis-28414	232	20	of	of	ADP
bracis-28414	232	21	11	11	NUM
bracis-28414	232	22	%	%	NOUN
bracis-28414	232	23	.	.	PUNCT
bracis-28414	233	1	et	et	PRON
bracis-28414	233	2	to	to	PART
bracis-28414	233	3	monitor	monitor	VERB
bracis-28414	233	4	bees	bee	NOUN
bracis-28414	233	5	that	that	PRON
bracis-28414	233	6	enter	enter	VERB
bracis-28414	233	7	with	with	ADP
bracis-28414	233	8	an	an	DET
bracis-28414	233	9	average	average	ADJ
bracis-28414	233	10	relative	relative	ADJ
bracis-28414	233	11	error	error	NOUN
bracis-28414	233	12	of	of	ADP
bracis-28414	233	13	9	9	NUM
bracis-28414	233	14	%	%	NOUN
bracis-28414	233	15	(	(	PUNCT
bracis-28414	233	16	21	21	NUM
bracis-28414	233	17	%	%	NOUN
bracis-28414	233	18	if	if	SCONJ
bracis-28414	233	19	there	there	PRON
bracis-28414	233	20	are	be	VERB
bracis-28414	233	21	outliers	outlier	NOUN
bracis-28414	233	22	)	)	PUNCT
bracis-28414	233	23	.	.	PUNCT
bracis-28414	234	1	both	both	PRON
bracis-28414	234	2	to	to	PART
bracis-28414	234	3	observe	observe	VERB
bracis-28414	234	4	leaving	leave	VERB
bracis-28414	234	5	bees	bee	NOUN
bracis-28414	234	6	,	,	PUNCT
bracis-28414	234	7	bt	bt	NOUN
bracis-28414	234	8	with	with	ADP
bracis-28414	234	9	an	an	DET
bracis-28414	234	10	average	average	ADJ
bracis-28414	234	11	relative	relative	ADJ
bracis-28414	234	12	error	error	NOUN
bracis-28414	234	13	of	of	ADP
bracis-28414	234	14	18	18	NUM
bracis-28414	234	15	%	%	NOUN
bracis-28414	234	16	if	if	SCONJ
bracis-28414	234	17	there	there	PRON
bracis-28414	234	18	are	be	VERB
bracis-28414	234	19	outliers	outlier	NOUN
bracis-28414	234	20	and	and	CCONJ
bracis-28414	234	21	et	et	NOUN
bracis-28414	234	22	with	with	ADP
bracis-28414	234	23	an	an	DET
bracis-28414	234	24	average	average	ADJ
bracis-28414	234	25	relative	relative	ADJ
bracis-28414	234	26	error	error	NOUN
bracis-28414	234	27	of	of	ADP
bracis-28414	234	28	33	33	NUM
bracis-28414	234	29	%	%	NOUN
bracis-28414	234	30	otherwise	otherwise	ADV
bracis-28414	234	31	.	.	PUNCT
bracis-28414	235	1	5	5	NUM
bracis-28414	235	2	conclusion	conclusion	NOUN
bracis-28414	235	3	we	we	PRON
bracis-28414	235	4	believe	believe	VERB
bracis-28414	235	5	it	it	PRON
bracis-28414	235	6	is	be	AUX
bracis-28414	235	7	a	a	DET
bracis-28414	235	8	proposal	proposal	NOUN
bracis-28414	235	9	capable	capable	ADJ
bracis-28414	235	10	of	of	ADP
bracis-28414	235	11	detecting	detect	VERB
bracis-28414	235	12	,	,	PUNCT
bracis-28414	235	13	classifying	classify	VERB
bracis-28414	235	14	,	,	PUNCT
bracis-28414	235	15	and	and	CCONJ
bracis-28414	235	16	generating	generate	VERB
bracis-28414	235	17	tracking	tracking	NOUN
bracis-28414	235	18	information	information	NOUN
bracis-28414	235	19	for	for	ADP
bracis-28414	235	20	jataí	jataí	NOUN
bracis-28414	235	21	in	in	ADP
bracis-28414	235	22	the	the	DET
bracis-28414	235	23	field	field	NOUN
bracis-28414	235	24	.	.	PUNCT
bracis-28414	236	1	in	in	ADP
bracis-28414	236	2	this	this	DET
bracis-28414	236	3	way	way	NOUN
bracis-28414	236	4	,	,	PUNCT
bracis-28414	236	5	it	it	PRON
bracis-28414	236	6	is	be	AUX
bracis-28414	236	7	possible	possible	ADJ
bracis-28414	236	8	to	to	PART
bracis-28414	236	9	help	help	VERB
bracis-28414	236	10	combat	combat	VERB
bracis-28414	236	11	the	the	DET
bracis-28414	236	12	decline	decline	NOUN
bracis-28414	236	13	of	of	ADP
bracis-28414	236	14	bees	bee	NOUN
bracis-28414	236	15	related	relate	VERB
bracis-28414	236	16	to	to	ADP
bracis-28414	236	17	foraging	forage	VERB
bracis-28414	236	18	and	and	CCONJ
bracis-28414	236	19	hive	hive	NOUN
bracis-28414	236	20	behavior	behavior	NOUN
bracis-28414	236	21	.	.	PUNCT
bracis-28414	237	1	we	we	PRON
bracis-28414	237	2	must	must	AUX
bracis-28414	237	3	consider	consider	VERB
bracis-28414	237	4	a	a	DET
bracis-28414	237	5	mixture	mixture	NOUN
bracis-28414	237	6	of	of	ADP
bracis-28414	237	7	both	both	DET
bracis-28414	237	8	systems	system	NOUN
bracis-28414	237	9	in	in	ADP
bracis-28414	237	10	practical	practical	ADJ
bracis-28414	237	11	applications	application	NOUN
bracis-28414	237	12	.	.	PUNCT
bracis-28414	238	1	bt	bt	PROPN
bracis-28414	238	2	counts	count	VERB
bracis-28414	238	3	bees	bee	NOUN
bracis-28414	238	4	with	with	ADP
bracis-28414	238	5	an	an	DET
bracis-28414	238	6	average	average	ADJ
bracis-28414	238	7	relative	relative	ADJ
bracis-28414	238	8	error	error	NOUN
bracis-28414	238	9	of	of	ADP
bracis-28414	238	10	11	11	NUM
bracis-28414	238	11	%	%	NOUN
bracis-28414	238	12	.	.	PUNCT
bracis-28414	239	1	et	et	NOUN
bracis-28414	239	2	monitors	monitor	VERB
bracis-28414	239	3	incoming	incoming	ADJ
bracis-28414	239	4	bees	bee	NOUN
bracis-28414	239	5	with	with	ADP
bracis-28414	239	6	an	an	DET
bracis-28414	239	7	average	average	ADJ
bracis-28414	239	8	relative	relative	ADJ
bracis-28414	239	9	error	error	NOUN
bracis-28414	239	10	of	of	ADP
bracis-28414	239	11	9	9	NUM
bracis-28414	239	12	%	%	NOUN
bracis-28414	239	13	(	(	PUNCT
bracis-28414	239	14	21	21	NUM
bracis-28414	239	15	%	%	NOUN
bracis-28414	239	16	if	if	SCONJ
bracis-28414	239	17	there	there	PRON
bracis-28414	239	18	are	be	VERB
bracis-28414	239	19	outliers	outlier	NOUN
bracis-28414	239	20	)	)	PUNCT
bracis-28414	239	21	.	.	PUNCT
bracis-28414	240	1	both	both	DET
bracis-28414	240	2	monitor	monitor	VERB
bracis-28414	240	3	bees	bee	NOUN
bracis-28414	240	4	that	that	PRON
bracis-28414	240	5	leave	leave	VERB
bracis-28414	240	6	,	,	PUNCT
bracis-28414	240	7	bt	bt	VERB
bracis-28414	240	8	with	with	ADP
bracis-28414	240	9	an	an	DET
bracis-28414	240	10	average	average	ADJ
bracis-28414	240	11	relative	relative	ADJ
bracis-28414	240	12	error	error	NOUN
bracis-28414	240	13	of	of	ADP
bracis-28414	240	14	18	18	NUM
bracis-28414	240	15	%	%	NOUN
bracis-28414	240	16	if	if	SCONJ
bracis-28414	240	17	there	there	PRON
bracis-28414	240	18	are	be	VERB
bracis-28414	240	19	outliers	outlier	NOUN
bracis-28414	240	20	,	,	PUNCT
bracis-28414	240	21	and	and	CCONJ
bracis-28414	240	22	et	et	NOUN
bracis-28414	240	23	with	with	ADP
bracis-28414	240	24	an	an	DET
bracis-28414	240	25	average	average	ADJ
bracis-28414	240	26	relative	relative	ADJ
bracis-28414	240	27	error	error	NOUN
bracis-28414	240	28	of	of	ADP
bracis-28414	240	29	33	33	NUM
bracis-28414	240	30	%	%	NOUN
bracis-28414	240	31	otherwise	otherwise	ADV
bracis-28414	240	32	.	.	PUNCT
bracis-28414	241	1	the	the	DET
bracis-28414	241	2	biggest	big	ADJ
bracis-28414	241	3	challenge	challenge	NOUN
bracis-28414	241	4	in	in	ADP
bracis-28414	241	5	this	this	DET
bracis-28414	241	6	type	type	NOUN
bracis-28414	241	7	of	of	ADP
bracis-28414	241	8	implementation	implementation	NOUN
bracis-28414	241	9	is	be	AUX
bracis-28414	241	10	to	to	PART
bracis-28414	241	11	obtain	obtain	VERB
bracis-28414	241	12	conditions	condition	NOUN
bracis-28414	241	13	and	and	CCONJ
bracis-28414	241	14	data	datum	NOUN
bracis-28414	241	15	of	of	ADP
bracis-28414	241	16	the	the	DET
bracis-28414	241	17	species	specie	NOUN
bracis-28414	241	18	of	of	ADP
bracis-28414	241	19	interest	interest	NOUN
bracis-28414	241	20	in	in	ADP
bracis-28414	241	21	the	the	DET
bracis-28414	241	22	field	field	NOUN
bracis-28414	241	23	to	to	PART
bracis-28414	241	24	compose	compose	VERB
bracis-28414	241	25	the	the	DET
bracis-28414	241	26	custom	custom	NOUN
bracis-28414	241	27	dataset	dataset	VERB
bracis-28414	241	28	.	.	PUNCT
bracis-28414	242	1	harsh	harsh	ADJ
bracis-28414	242	2	conditions	condition	NOUN
bracis-28414	242	3	common	common	ADJ
bracis-28414	242	4	in	in	ADP
bracis-28414	242	5	natural	natural	ADJ
bracis-28414	242	6	environments	environment	NOUN
bracis-28414	242	7	provide	provide	VERB
bracis-28414	242	8	difficulty	difficulty	NOUN
bracis-28414	242	9	in	in	ADP
bracis-28414	242	10	hardware	hardware	NOUN
bracis-28414	242	11	use	use	NOUN
bracis-28414	242	12	and	and	CCONJ
bracis-28414	242	13	maintenance	maintenance	NOUN
bracis-28414	242	14	.	.	PUNCT
bracis-28414	243	1	the	the	DET
bracis-28414	243	2	context	context	NOUN
bracis-28414	243	3	also	also	ADV
bracis-28414	243	4	introduced	introduce	VERB
bracis-28414	243	5	issues	issue	NOUN
bracis-28414	243	6	mainly	mainly	ADV
bracis-28414	243	7	caused	cause	VERB
bracis-28414	243	8	by	by	ADP
bracis-28414	243	9	occlusions	occlusion	NOUN
bracis-28414	243	10	and	and	CCONJ
bracis-28414	243	11	outliers	outlier	NOUN
bracis-28414	243	12	that	that	PRON
bracis-28414	243	13	we	we	PRON
bracis-28414	243	14	must	must	AUX
bracis-28414	243	15	overcome	overcome	VERB
bracis-28414	243	16	to	to	PART
bracis-28414	243	17	reduce	reduce	VERB
bracis-28414	243	18	the	the	DET
bracis-28414	243	19	relative	relative	ADJ
bracis-28414	243	20	error	error	NOUN
bracis-28414	243	21	.	.	PUNCT
bracis-28414	244	1	in	in	ADP
bracis-28414	244	2	future	future	ADJ
bracis-28414	244	3	work	work	NOUN
bracis-28414	244	4	,	,	PUNCT
bracis-28414	244	5	we	we	PRON
bracis-28414	244	6	intend	intend	VERB
bracis-28414	244	7	to	to	PART
bracis-28414	244	8	optimize	optimize	VERB
bracis-28414	244	9	the	the	DET
bracis-28414	244	10	custom	custom	NOUN
bracis-28414	244	11	dataset	dataset	VERB
bracis-28414	244	12	by	by	ADP
bracis-28414	244	13	adding	add	VERB
bracis-28414	244	14	greater	great	ADJ
bracis-28414	244	15	diversification	diversification	NOUN
bracis-28414	244	16	to	to	ADP
bracis-28414	244	17	the	the	DET
bracis-28414	244	18	data	datum	NOUN
bracis-28414	244	19	considering	consider	VERB
bracis-28414	244	20	invasive	invasive	ADJ
bracis-28414	244	21	species	specie	NOUN
bracis-28414	244	22	,	,	PUNCT
bracis-28414	244	23	acquiring	acquire	VERB
bracis-28414	244	24	videos	video	NOUN
bracis-28414	244	25	of	of	ADP
bracis-28414	244	26	different	different	ADJ
bracis-28414	244	27	hives	hive	NOUN
bracis-28414	244	28	,	,	PUNCT
bracis-28414	244	29	adding	add	VERB
bracis-28414	244	30	data	datum	NOUN
bracis-28414	244	31	for	for	ADP
bracis-28414	244	32	tracking	track	VERB
bracis-28414	244	33	to	to	ADP
bracis-28414	244	34	the	the	DET
bracis-28414	244	35	custom	custom	NOUN
bracis-28414	244	36	dataset	dataset	NOUN
bracis-28414	244	37	presented	present	VERB
bracis-28414	244	38	,	,	PUNCT
bracis-28414	244	39	and	and	CCONJ
bracis-28414	244	40	completing	complete	VERB
bracis-28414	244	41	the	the	DET
bracis-28414	244	42	metadata	metadata	NOUN
bracis-28414	244	43	of	of	ADP
bracis-28414	244	44	the	the	DET
bracis-28414	244	45	videos	video	NOUN
bracis-28414	244	46	with	with	ADP
bracis-28414	244	47	pseudo	pseudo	NOUN
bracis-28414	244	48	-	-	NOUN
bracis-28414	244	49	labeling	labeling	NOUN
bracis-28414	244	50	for	for	ADP
bracis-28414	244	51	counts	count	NOUN
bracis-28414	244	52	and	and	CCONJ
bracis-28414	244	53	the	the	DET
bracis-28414	244	54	same	same	ADJ
bracis-28414	244	55	performed	perform	VERB
bracis-28414	244	56	by	by	ADP
bracis-28414	244	57	biologists	biologist	NOUN
bracis-28414	244	58	.	.	PUNCT
bracis-28414	245	1	to	to	PART
bracis-28414	245	2	implement	implement	VERB
bracis-28414	245	3	the	the	DET
bracis-28414	245	4	mot20	mot20	ADJ
bracis-28414	245	5	format	format	NOUN
bracis-28414	245	6	[	[	X
bracis-28414	245	7	39	39	NUM
bracis-28414	245	8	]	]	PUNCT
bracis-28414	245	9	in	in	ADP
bracis-28414	245	10	the	the	DET
bracis-28414	245	11	tracking	tracking	NOUN
bracis-28414	245	12	custom	custom	NOUN
bracis-28414	245	13	dataset	dataset	NOUN
bracis-28414	245	14	introducing	introduce	VERB
bracis-28414	245	15	evaluation	evaluation	NOUN
bracis-28414	245	16	metrics	metric	NOUN
bracis-28414	245	17	.	.	PUNCT
bracis-28414	246	1	to	to	PART
bracis-28414	246	2	compare	compare	VERB
bracis-28414	246	3	results	result	NOUN
bracis-28414	246	4	with	with	ADP
bracis-28414	246	5	other	other	ADJ
bracis-28414	246	6	tracking	tracking	NOUN
bracis-28414	246	7	algorithms	algorithm	NOUN
bracis-28414	246	8	in	in	ADP
bracis-28414	246	9	an	an	DET
bracis-28414	246	10	attempt	attempt	NOUN
bracis-28414	246	11	to	to	PART
bracis-28414	246	12	reduce	reduce	VERB
bracis-28414	246	13	the	the	DET
bracis-28414	246	14	limitations	limitation	NOUN
bracis-28414	246	15	of	of	ADP
bracis-28414	246	16	this	this	DET
bracis-28414	246	17	work	work	NOUN
bracis-28414	246	18	.	.	PUNCT
bracis-28414	247	1	finally	finally	ADV
bracis-28414	247	2	,	,	PUNCT
bracis-28414	247	3	we	we	PRON
bracis-28414	247	4	will	will	AUX
bracis-28414	247	5	implement	implement	VERB
bracis-28414	247	6	pollen	pollen	NOUN
bracis-28414	247	7	identification	identification	NOUN
bracis-28414	247	8	in	in	ADP
bracis-28414	247	9	monitoring	monitoring	NOUN
bracis-28414	247	10	to	to	PART
bracis-28414	247	11	generate	generate	VERB
bracis-28414	247	12	information	information	NOUN
bracis-28414	247	13	about	about	ADP
bracis-28414	247	14	hive	hive	NOUN
bracis-28414	247	15	nutrition	nutrition	NOUN
bracis-28414	247	16	.	.	PUNCT
bracis-28414	248	1	(	(	PUNCT
bracis-28414	248	2	additional	additional	ADJ
bracis-28414	248	3	information	information	NOUN
bracis-28414	248	4	at	at	ADP
bracis-28414	248	5	https://github.com/rodolfoloc/native-bees	https://github.com/rodolfoloc/native-bee	NOUN
bracis-28414	248	6	)	)	PUNCT
bracis-28414	248	7	.	.	PUNCT
bracis-28414	249	1	references	reference	NOUN
bracis-28414	249	2	hallmann	hallmann	PROPN
bracis-28414	249	3	,	,	PUNCT
bracis-28414	249	4	c.a	c.a	PROPN
bracis-28414	249	5	.	.	PROPN
bracis-28414	249	6	,	,	PUNCT
bracis-28414	249	7	et	et	PROPN
bracis-28414	249	8	al	al	PROPN
bracis-28414	249	9	.	.	PUNCT
bracis-28414	249	10	:	:	PUNCT
bracis-28414	249	11	more	more	ADJ
bracis-28414	249	12	than	than	ADP
bracis-28414	249	13	75	75	NUM
bracis-28414	249	14	percent	percent	NOUN
bracis-28414	249	15	decline	decline	NOUN
bracis-28414	249	16	over	over	ADP
bracis-28414	249	17	27	27	NUM
bracis-28414	249	18	years	year	NOUN
bracis-28414	249	19	in	in	ADP
bracis-28414	249	20	total	total	ADJ
bracis-28414	249	21	flying	fly	VERB
bracis-28414	249	22	insect	insect	NOUN
bracis-28414	249	23	biomass	biomass	NOUN
bracis-28414	249	24	in	in	ADP
bracis-28414	249	25	protected	protect	VERB
bracis-28414	249	26	areas	area	NOUN
bracis-28414	249	27	.	.	PUNCT
bracis-28414	250	1	plos	plos	PROPN
bracis-28414	250	2	one	one	NUM
bracis-28414	250	3	12	12	NUM
bracis-28414	250	4	,	,	PUNCT
bracis-28414	250	5	18–22	18–22	NUM
bracis-28414	250	6	(	(	PUNCT
bracis-28414	250	7	2017	2017	NUM
bracis-28414	250	8	)	)	PUNCT
bracis-28414	250	9	.	.	PUNCT
bracis-28414	251	1	https://doi.org/10.1371/journal.pone.0185809	https://doi.org/10.1371/journal.pone.0185809	PROPN
bracis-28414	251	2	article	article	NOUN
bracis-28414	251	3	  	  	SPACE
bracis-28414	251	4	google	google	PROPN
bracis-28414	251	5	scholar	scholar	NOUN
bracis-28414	251	6	  	  	SPACE
bracis-28414	251	7	arruda	arruda	PROPN
bracis-28414	251	8	,	,	PUNCT
bracis-28414	251	9	h.	h.	PROPN
bracis-28414	251	10	,	,	PUNCT
bracis-28414	251	11	imperatriz	imperatriz	NOUN
bracis-28414	251	12	-	-	PUNCT
bracis-28414	251	13	fonseca	fonseca	NOUN
bracis-28414	251	14	,	,	PUNCT
bracis-28414	251	15	v.	v.	ADV
bracis-28414	251	16	,	,	PUNCT
bracis-28414	251	17	de	de	PROPN
bracis-28414	251	18	souza	souza	PROPN
bracis-28414	251	19	,	,	PUNCT
bracis-28414	251	20	p.	p.	NOUN
bracis-28414	251	21	,	,	PUNCT
bracis-28414	251	22	pessin	pessin	NOUN
bracis-28414	251	23	,	,	PUNCT
bracis-28414	251	24	g.	g.	PROPN
bracis-28414	251	25	:	:	PUNCT
bracis-28414	251	26	identifying	identify	VERB
bracis-28414	251	27	bee	bee	NOUN
bracis-28414	251	28	species	specie	NOUN
bracis-28414	251	29	by	by	ADP
bracis-28414	251	30	means	mean	NOUN
bracis-28414	251	31	of	of	ADP
bracis-28414	251	32	the	the	DET
bracis-28414	251	33	foraging	forage	VERB
bracis-28414	251	34	pattern	pattern	NOUN
bracis-28414	251	35	using	use	VERB
bracis-28414	251	36	machine	machine	NOUN
bracis-28414	251	37	learning	learning	NOUN
bracis-28414	251	38	.	.	PUNCT
bracis-28414	252	1	in	in	ADP
bracis-28414	252	2	:	:	PUNCT
bracis-28414	252	3	2018	2018	NUM
bracis-28414	252	4	international	international	ADJ
bracis-28414	252	5	joint	joint	ADJ
bracis-28414	252	6	conference	conference	NOUN
bracis-28414	252	7	on	on	ADP
bracis-28414	252	8	neural	neural	ADJ
bracis-28414	252	9	networks	network	NOUN
bracis-28414	252	10	(	(	PUNCT
bracis-28414	252	11	ijcnn	ijcnn	PROPN
bracis-28414	252	12	)	)	PUNCT
bracis-28414	252	13	,	,	PUNCT
bracis-28414	252	14	pp	pp	ADP
bracis-28414	252	15	.	.	PUNCT
bracis-28414	253	1	1–6	1–6	X
bracis-28414	253	2	.	.	X
bracis-28414	254	1	ieee	ieee	NOUN
bracis-28414	254	2	(	(	PUNCT
bracis-28414	254	3	2019	2019	NUM
bracis-28414	254	4	)	)	PUNCT
bracis-28414	254	5	.	.	PUNCT
bracis-28414	255	1	https://doi.org/10.1109/ijcnn.2018.8489608	https://doi.org/10.1109/ijcnn.2018.8489608	PROPN
bracis-28414	255	2	kuan	kuan	PROPN
bracis-28414	255	3	,	,	PUNCT
bracis-28414	255	4	a.c	a.c	PROPN
bracis-28414	255	5	.	.	PROPN
bracis-28414	255	6	,	,	PUNCT
bracis-28414	255	7	et	et	PROPN
bracis-28414	255	8	al	al	PROPN
bracis-28414	255	9	.	.	PUNCT
bracis-28414	255	10	:	:	PUNCT
bracis-28414	256	1	sensitivity	sensitivity	NOUN
bracis-28414	256	2	analyses	analyse	VERB
bracis-28414	256	3	for	for	ADP
bracis-28414	256	4	simulating	simulate	VERB
bracis-28414	256	5	pesticide	pesticide	NOUN
bracis-28414	256	6	impacts	impact	NOUN
bracis-28414	256	7	on	on	ADP
bracis-28414	256	8	honey	honey	NOUN
bracis-28414	256	9	bee	bee	NOUN
bracis-28414	256	10	colonies	colony	NOUN
bracis-28414	256	11	.	.	PUNCT
bracis-28414	257	1	ecol	ecol	PROPN
bracis-28414	257	2	.	.	PUNCT
bracis-28414	258	1	model	model	NOUN
bracis-28414	258	2	.	.	PUNCT
bracis-28414	259	1	376	376	NUM
bracis-28414	259	2	,	,	PUNCT
bracis-28414	259	3	15–27	15–27	NUM
bracis-28414	259	4	(	(	PUNCT
bracis-28414	259	5	2018	2018	NUM
bracis-28414	259	6	)	)	PUNCT
bracis-28414	259	7	.	.	PUNCT
bracis-28414	260	1	https://doi.org/10.1016/j.ecolmodel.2018.02.010	https://doi.org/10.1016/j.ecolmodel.2018.02.010	PROPN
bracis-28414	260	2	article	article	NOUN
bracis-28414	260	3	  	  	SPACE
bracis-28414	260	4	google	google	PROPN
bracis-28414	260	5	scholar	scholar	NOUN
bracis-28414	260	6	  	  	SPACE
bracis-28414	260	7	giannini	giannini	NOUN
bracis-28414	260	8	,	,	PUNCT
bracis-28414	260	9	t.c	t.c	PROPN
bracis-28414	260	10	.	.	PROPN
bracis-28414	260	11	,	,	PUNCT
bracis-28414	260	12	et	et	PROPN
bracis-28414	260	13	al	al	PROPN
bracis-28414	260	14	.	.	PUNCT
bracis-28414	260	15	:	:	PUNCT
bracis-28414	261	1	climate	climate	NOUN
bracis-28414	261	2	change	change	NOUN
bracis-28414	261	3	in	in	ADP
bracis-28414	261	4	the	the	DET
bracis-28414	261	5	eastern	eastern	ADJ
bracis-28414	261	6	amazon	amazon	NOUN
bracis-28414	261	7	:	:	PUNCT
bracis-28414	261	8	crop	crop	NOUN
bracis-28414	261	9	-	-	PUNCT
bracis-28414	261	10	pollinator	pollinator	NOUN
bracis-28414	261	11	and	and	CCONJ
bracis-28414	261	12	occurrence	occurrence	NOUN
bracis-28414	261	13	-	-	PUNCT
bracis-28414	261	14	restricted	restrict	VERB
bracis-28414	261	15	bees	bee	NOUN
bracis-28414	261	16	are	be	AUX
bracis-28414	261	17	potentially	potentially	ADV
bracis-28414	261	18	more	more	ADV
bracis-28414	261	19	affected	affected	ADJ
bracis-28414	261	20	.	.	PUNCT
bracis-28414	262	1	reg	reg	PROPN
bracis-28414	262	2	.	.	PUNCT
bracis-28414	263	1	environ	environ	X
bracis-28414	263	2	.	.	PUNCT
bracis-28414	264	1	change	change	VERB
bracis-28414	264	2	20(1	20(1	NUM
bracis-28414	264	3	)	)	PUNCT
bracis-28414	264	4	,	,	PUNCT
bracis-28414	264	5	1–12	1–12	PROPN
bracis-28414	264	6	(	(	PUNCT
bracis-28414	264	7	2020	2020	NUM
bracis-28414	264	8	)	)	PUNCT
bracis-28414	264	9	.	.	PUNCT
bracis-28414	265	1	https://doi.org/10.1007/s10113-020-01611-y	https://doi.org/10.1007/s10113-020-01611-y	PROPN
bracis-28414	265	2	article	article	PROPN
bracis-28414	265	3	  	  	SPACE
bracis-28414	265	4	google	google	PROPN
bracis-28414	265	5	scholar	scholar	NOUN
bracis-28414	265	6	  	  	SPACE
bracis-28414	265	7	macharia	macharia	NOUN
bracis-28414	265	8	,	,	PUNCT
bracis-28414	265	9	j.m	j.m	PROPN
bracis-28414	265	10	.	.	PROPN
bracis-28414	265	11	,	,	PUNCT
bracis-28414	265	12	gikungu	gikungu	VERB
bracis-28414	265	13	,	,	PUNCT
bracis-28414	265	14	m.w	m.w	PROPN
bracis-28414	265	15	.	.	PROPN
bracis-28414	265	16	,	,	PUNCT
bracis-28414	265	17	karanja	karanja	PROPN
bracis-28414	265	18	,	,	PUNCT
bracis-28414	265	19	r.	r.	PROPN
bracis-28414	265	20	,	,	PUNCT
bracis-28414	265	21	okoth	okoth	ADJ
bracis-28414	265	22	,	,	PUNCT
bracis-28414	265	23	s.	s.	PROPN
bracis-28414	265	24	:	:	PUNCT
bracis-28414	265	25	managed	manage	VERB
bracis-28414	265	26	bees	bee	NOUN
bracis-28414	265	27	as	as	ADP
bracis-28414	265	28	pollinators	pollinator	NOUN
bracis-28414	265	29	and	and	CCONJ
bracis-28414	265	30	vectors	vector	NOUN
bracis-28414	265	31	of	of	ADP
bracis-28414	265	32	bio	bio	PROPN
bracis-28414	265	33	control	control	PROPN
bracis-28414	265	34	agent	agent	NOUN
bracis-28414	265	35	against	against	ADP
bracis-28414	265	36	grey	grey	ADJ
bracis-28414	265	37	mold	mold	NOUN
bracis-28414	265	38	disease	disease	NOUN
bracis-28414	265	39	in	in	ADP
bracis-28414	265	40	strawberry	strawberry	NOUN
bracis-28414	265	41	plantations	plantation	NOUN
bracis-28414	265	42	.	.	PUNCT
bracis-28414	266	1	afr	afr	PROPN
bracis-28414	266	2	.	.	PUNCT
bracis-28414	267	1	j.	j.	PROPN
bracis-28414	267	2	agric	agric	PROPN
bracis-28414	267	3	.	.	PUNCT
bracis-28414	268	1	16(12	16(12	NUM
bracis-28414	268	2	)	)	PUNCT
bracis-28414	268	3	,	,	PUNCT
bracis-28414	268	4	1674–1680	1674–1680	NUM
bracis-28414	268	5	(	(	PUNCT
bracis-28414	268	6	2020	2020	NUM
bracis-28414	268	7	)	)	PUNCT
bracis-28414	268	8	.	.	PUNCT
bracis-28414	269	1	https://doi.org/10.5897/ajar2020.15203	https://doi.org/10.5897/ajar2020.15203	PROPN
bracis-28414	269	2	article	article	NOUN
bracis-28414	269	3	  	  	SPACE
bracis-28414	269	4	google	google	PROPN
bracis-28414	269	5	scholar	scholar	NOUN
bracis-28414	269	6	  	  	SPACE
bracis-28414	269	7	sánchez	sánchez	PROPN
bracis-28414	269	8	-	-	PUNCT
bracis-28414	269	9	bayo	bayo	PROPN
bracis-28414	269	10	,	,	PUNCT
bracis-28414	269	11	f.	f.	PROPN
bracis-28414	269	12	,	,	PUNCT
bracis-28414	269	13	wyckhuys	wyckhuy	NOUN
bracis-28414	269	14	,	,	PUNCT
bracis-28414	269	15	k.a.g	k.a.g	NOUN
bracis-28414	269	16	.	.	PUNCT
bracis-28414	269	17	:	:	PUNCT
bracis-28414	270	1	worldwide	worldwide	ADJ
bracis-28414	270	2	decline	decline	NOUN
bracis-28414	270	3	of	of	ADP
bracis-28414	270	4	the	the	DET
bracis-28414	270	5	entomofauna	entomofauna	NOUN
bracis-28414	270	6	:	:	PUNCT
bracis-28414	270	7	a	a	DET
bracis-28414	270	8	review	review	NOUN
bracis-28414	270	9	of	of	ADP
bracis-28414	270	10	its	its	PRON
bracis-28414	270	11	drivers	driver	NOUN
bracis-28414	270	12	.	.	PUNCT
bracis-28414	271	1	biol	biol	PROPN
bracis-28414	271	2	.	.	PUNCT
bracis-28414	272	1	cons	con	NOUN
bracis-28414	272	2	.	.	PUNCT
bracis-28414	273	1	232	232	NUM
bracis-28414	273	2	,	,	PUNCT
bracis-28414	273	3	8–27	8–27	PROPN
bracis-28414	273	4	(	(	PUNCT
bracis-28414	273	5	2019	2019	NUM
bracis-28414	273	6	)	)	PUNCT
bracis-28414	273	7	.	.	PUNCT
bracis-28414	274	1	https://doi.org/10.1016/j.biocon.2019.01.020	https://doi.org/10.1016/j.biocon.2019.01.020	NOUN
bracis-28414	274	2	article	article	NOUN
bracis-28414	274	3	  	  	SPACE
bracis-28414	274	4	google	google	PROPN
bracis-28414	274	5	scholar	scholar	NOUN
bracis-28414	274	6	  	  	SPACE
bracis-28414	274	7	borges	borge	NOUN
bracis-28414	274	8	,	,	PUNCT
bracis-28414	274	9	r.c	r.c	PROPN
bracis-28414	274	10	.	.	PROPN
bracis-28414	274	11	,	,	PUNCT
bracis-28414	274	12	padovani	padovani	PROPN
bracis-28414	274	13	,	,	PUNCT
bracis-28414	274	14	k.	k.	PROPN
bracis-28414	274	15	,	,	PUNCT
bracis-28414	274	16	imperatriz	imperatriz	NOUN
bracis-28414	274	17	-	-	PUNCT
bracis-28414	274	18	fonseca	fonseca	NOUN
bracis-28414	274	19	,	,	PUNCT
bracis-28414	274	20	v.l	v.l	PROPN
bracis-28414	274	21	.	.	PROPN
bracis-28414	274	22	,	,	PUNCT
bracis-28414	274	23	giannini	giannini	PROPN
bracis-28414	274	24	,	,	PUNCT
bracis-28414	274	25	t.c	t.c	PROPN
bracis-28414	274	26	.	.	PROPN
bracis-28414	274	27	:	:	PUNCT
bracis-28414	274	28	a	a	DET
bracis-28414	274	29	dataset	dataset	NOUN
bracis-28414	274	30	of	of	ADP
bracis-28414	274	31	multi	multi	ADJ
bracis-28414	274	32	-	-	ADJ
bracis-28414	274	33	functional	functional	ADJ
bracis-28414	274	34	ecological	ecological	ADJ
bracis-28414	274	35	traits	trait	NOUN
bracis-28414	274	36	of	of	ADP
bracis-28414	274	37	brazilian	brazilian	ADJ
bracis-28414	274	38	bees	bee	NOUN
bracis-28414	274	39	.	.	PUNCT
bracis-28414	275	1	sci	sci	PROPN
bracis-28414	275	2	.	.	PROPN
bracis-28414	275	3	data	data	PROPN
bracis-28414	275	4	7(1	7(1	NUM
bracis-28414	275	5	)	)	PUNCT
bracis-28414	275	6	,	,	PUNCT
bracis-28414	275	7	1–9	1–9	NUM
bracis-28414	275	8	(	(	PUNCT
bracis-28414	275	9	2020	2020	NUM
bracis-28414	275	10	)	)	PUNCT
bracis-28414	275	11	.	.	PUNCT
bracis-28414	276	1	https://doi.org/10.1038/s41597-020-0461-3	https://doi.org/10.1038/s41597-020-0461-3	PROPN
bracis-28414	276	2	article	article	NOUN
bracis-28414	276	3	  	  	SPACE
bracis-28414	276	4	google	google	PROPN
bracis-28414	276	5	scholar	scholar	NOUN
bracis-28414	276	6	  	  	SPACE
bracis-28414	276	7	gomes	gome	NOUN
bracis-28414	276	8	,	,	PUNCT
bracis-28414	276	9	p.a.b	p.a.b	PROPN
bracis-28414	276	10	.	.	PROPN
bracis-28414	276	11	,	,	PUNCT
bracis-28414	276	12	et	et	PROPN
bracis-28414	276	13	al	al	PROPN
bracis-28414	276	14	.	.	PROPN
bracis-28414	276	15	:	:	PUNCT
bracis-28414	277	1	an	an	DET
bracis-28414	277	2	amazon	amazon	NOUN
bracis-28414	277	3	stingless	stingless	NOUN
bracis-28414	277	4	bee	bee	NOUN
bracis-28414	277	5	foraging	forage	VERB
bracis-28414	277	6	activity	activity	NOUN
bracis-28414	277	7	predicted	predict	VERB
bracis-28414	277	8	using	use	VERB
bracis-28414	277	9	recurrent	recurrent	ADJ
bracis-28414	277	10	artificial	artificial	ADJ
bracis-28414	277	11	neural	neural	ADJ
bracis-28414	277	12	networks	network	NOUN
bracis-28414	277	13	and	and	CCONJ
bracis-28414	277	14	attribute	attribute	NOUN
bracis-28414	277	15	selection	selection	NOUN
bracis-28414	277	16	.	.	PUNCT
bracis-28414	278	1	nat	nat	PROPN
bracis-28414	278	2	.	.	PUNCT
bracis-28414	279	1	res	re	NOUN
bracis-28414	279	2	.	.	PUNCT
bracis-28414	280	1	10(1	10(1	NUM
bracis-28414	280	2	)	)	PUNCT
bracis-28414	280	3	,	,	PUNCT
bracis-28414	280	4	1–12	1–12	PROPN
bracis-28414	280	5	(	(	PUNCT
bracis-28414	280	6	2020	2020	NUM
bracis-28414	280	7	)	)	PUNCT
bracis-28414	280	8	.	.	PUNCT
bracis-28414	281	1	https://doi.org/10.1038/s41598-019-56352-8	https://doi.org/10.1038/s41598-019-56352-8	NUM
bracis-28414	281	2	article	article	NOUN
bracis-28414	281	3	  	  	SPACE
bracis-28414	281	4	google	google	PROPN
bracis-28414	281	5	scholar	scholar	NOUN
bracis-28414	281	6	  	  	SPACE
bracis-28414	281	7	filipiak	filipiak	NOUN
bracis-28414	281	8	,	,	PUNCT
bracis-28414	281	9	m.	m.	NOUN
bracis-28414	281	10	:	:	PUNCT
bracis-28414	281	11	a	a	DET
bracis-28414	281	12	better	well	ADJ
bracis-28414	281	13	understanding	understanding	NOUN
bracis-28414	281	14	of	of	ADP
bracis-28414	281	15	bee	bee	PROPN
bracis-28414	281	16	nutritional	nutritional	ADJ
bracis-28414	281	17	ecology	ecology	NOUN
bracis-28414	281	18	is	be	AUX
bracis-28414	281	19	needed	need	VERB
bracis-28414	281	20	to	to	PART
bracis-28414	281	21	optimize	optimize	VERB
bracis-28414	281	22	conservation	conservation	NOUN
bracis-28414	281	23	strategies	strategy	NOUN
bracis-28414	281	24	for	for	ADP
bracis-28414	281	25	wild	wild	ADJ
bracis-28414	281	26	bees	bee	NOUN
bracis-28414	281	27	the	the	DET
bracis-28414	281	28	application	application	NOUN
bracis-28414	281	29	of	of	ADP
bracis-28414	281	30	ecological	ecological	ADJ
bracis-28414	281	31	stoichiometry	stoichiometry	NOUN
bracis-28414	281	32	.	.	PUNCT
bracis-28414	282	1	insects	insect	NOUN
bracis-28414	282	2	9(3	9(3	NUM
bracis-28414	282	3	)	)	PUNCT
bracis-28414	282	4	,	,	PUNCT
bracis-28414	282	5	1–13	1–13	NOUN
bracis-28414	282	6	(	(	PUNCT
bracis-28414	282	7	2018	2018	NUM
bracis-28414	282	8	)	)	PUNCT
bracis-28414	282	9	.	.	PUNCT
bracis-28414	283	1	https://doi.org/10.3390/insects9030085	https://doi.org/10.3390/insects9030085	PROPN
bracis-28414	283	2	article	article	PROPN
bracis-28414	283	3	  	  	SPACE
bracis-28414	283	4	google	google	PROPN
bracis-28414	283	5	scholar	scholar	NOUN
bracis-28414	283	6	  	  	SPACE
bracis-28414	283	7	marstaller	marstaller	NOUN
bracis-28414	283	8	,	,	PUNCT
bracis-28414	283	9	j.	j.	PROPN
bracis-28414	283	10	,	,	PUNCT
bracis-28414	283	11	tausch	tausch	PROPN
bracis-28414	283	12	,	,	PUNCT
bracis-28414	283	13	f.	f.	PROPN
bracis-28414	283	14	,	,	PUNCT
bracis-28414	283	15	stock	stock	NOUN
bracis-28414	283	16	,	,	PUNCT
bracis-28414	283	17	s.	s.	PROPN
bracis-28414	283	18	:	:	PUNCT
bracis-28414	283	19	deepbees	deepbee	NOUN
bracis-28414	283	20	building	build	VERB
bracis-28414	283	21	and	and	CCONJ
bracis-28414	283	22	scaling	scale	VERB
bracis-28414	283	23	convolutional	convolutional	ADJ
bracis-28414	283	24	neuronal	neuronal	ADJ
bracis-28414	283	25	nets	net	NOUN
bracis-28414	283	26	for	for	ADP
bracis-28414	283	27	fast	fast	ADJ
bracis-28414	283	28	and	and	CCONJ
bracis-28414	283	29	large	large	ADJ
bracis-28414	283	30	-	-	PUNCT
bracis-28414	283	31	scale	scale	NOUN
bracis-28414	283	32	visual	visual	ADJ
bracis-28414	283	33	monitoring	monitoring	NOUN
bracis-28414	283	34	of	of	ADP
bracis-28414	283	35	bee	bee	NOUN
bracis-28414	283	36	hives	hive	NOUN
bracis-28414	283	37	.	.	PUNCT
bracis-28414	284	1	in	in	ADP
bracis-28414	284	2	:	:	PUNCT
bracis-28414	284	3	2019	2019	NUM
bracis-28414	284	4	ieee	ieee	NOUN
bracis-28414	284	5	/	/	SYM
bracis-28414	284	6	cvf	cvf	NOUN
bracis-28414	284	7	international	international	ADJ
bracis-28414	284	8	conference	conference	NOUN
bracis-28414	284	9	on	on	ADP
bracis-28414	284	10	computer	computer	NOUN
bracis-28414	284	11	vision	vision	NOUN
bracis-28414	284	12	workshop	workshop	NOUN
bracis-28414	284	13	(	(	PUNCT
bracis-28414	284	14	iccvw	iccvw	PROPN
bracis-28414	284	15	)	)	PUNCT
bracis-28414	284	16	,	,	PUNCT
bracis-28414	284	17	pp	pp	ADJ
bracis-28414	284	18	.	.	PUNCT
bracis-28414	285	1	271–278	271–278	NUM
bracis-28414	285	2	.	.	PUNCT
bracis-28414	286	1	(	(	PUNCT
bracis-28414	286	2	2019	2019	NUM
bracis-28414	286	3	)	)	PUNCT
bracis-28414	286	4	.	.	PUNCT
bracis-28414	287	1	https://doi.org/10.1109/iccvw.2019.00036	https://doi.org/10.1109/iccvw.2019.00036	PROPN
bracis-28414	287	2	xia	xia	PROPN
bracis-28414	287	3	,	,	PUNCT
bracis-28414	287	4	d.	d.	PROPN
bracis-28414	287	5	,	,	PUNCT
bracis-28414	287	6	chen	chen	PROPN
bracis-28414	287	7	,	,	PUNCT
bracis-28414	287	8	p.	p.	PROPN
bracis-28414	287	9	,	,	PUNCT
bracis-28414	287	10	wang	wang	PROPN
bracis-28414	287	11	,	,	PUNCT
bracis-28414	287	12	b.	b.	PROPN
bracis-28414	287	13	,	,	PUNCT
bracis-28414	287	14	zhang	zhang	PROPN
bracis-28414	287	15	,	,	PUNCT
bracis-28414	287	16	j.	j.	PROPN
bracis-28414	287	17	,	,	PUNCT
bracis-28414	287	18	xie	xie	PROPN
bracis-28414	287	19	,	,	PUNCT
bracis-28414	287	20	c.	c.	PROPN
bracis-28414	287	21	:	:	PUNCT
bracis-28414	287	22	insect	insect	NOUN
bracis-28414	287	23	detection	detection	NOUN
bracis-28414	287	24	and	and	CCONJ
bracis-28414	287	25	classification	classification	NOUN
bracis-28414	287	26	based	base	VERB
bracis-28414	287	27	on	on	ADP
bracis-28414	287	28	an	an	DET
bracis-28414	287	29	improved	improved	ADJ
bracis-28414	287	30	convolutional	convolutional	ADJ
bracis-28414	287	31	neural	neural	ADJ
bracis-28414	287	32	network	network	NOUN
bracis-28414	287	33	.	.	PUNCT
bracis-28414	288	1	sensors	sensor	NOUN
bracis-28414	288	2	18(12	18(12	NUM
bracis-28414	288	3	)	)	PUNCT
bracis-28414	288	4	,	,	PUNCT
bracis-28414	288	5	1–12	1–12	PROPN
bracis-28414	288	6	(	(	PUNCT
bracis-28414	288	7	2018	2018	NUM
bracis-28414	288	8	)	)	PUNCT
bracis-28414	288	9	.	.	PUNCT
bracis-28414	289	1	https://doi.org/10.3390/s18124169	https://doi.org/10.3390/s18124169	NUM
bracis-28414	289	2	article	article	NOUN
bracis-28414	289	3	  	  	SPACE
bracis-28414	289	4	google	google	PROPN
bracis-28414	289	5	scholar	scholar	NOUN
bracis-28414	289	6	  	  	SPACE
bracis-28414	289	7	abreu	abreu	NOUN
bracis-28414	289	8	,	,	PUNCT
bracis-28414	289	9	v.h.r	v.h.r	NOUN
bracis-28414	289	10	.	.	PUNCT
bracis-28414	289	11	,	,	PUNCT
bracis-28414	289	12	pimentel	pimentel	PROPN
bracis-28414	289	13	,	,	PUNCT
bracis-28414	289	14	a.d.a	a.d.a	PROPN
bracis-28414	289	15	.	.	PUNCT
bracis-28414	289	16	,	,	PUNCT
bracis-28414	289	17	absy	absy	PROPN
bracis-28414	289	18	,	,	PUNCT
bracis-28414	289	19	m.l	m.l	PROPN
bracis-28414	289	20	.	.	PROPN
bracis-28414	289	21	,	,	PUNCT
bracis-28414	289	22	rech	rech	PROPN
bracis-28414	289	23	,	,	PUNCT
bracis-28414	289	24	a.r	a.r	PROPN
bracis-28414	289	25	.	.	PROPN
bracis-28414	289	26	:	:	PUNCT
bracis-28414	290	1	pollen	pollen	NOUN
bracis-28414	290	2	sources	source	NOUN
bracis-28414	290	3	used	use	VERB
bracis-28414	290	4	by	by	ADP
bracis-28414	290	5	frieseomelitta	frieseomelitta	ADJ
bracis-28414	290	6	ihering	ihere	VERB
bracis-28414	290	7	1912	1912	NUM
bracis-28414	290	8	(	(	PUNCT
bracis-28414	290	9	hymenoptera	hymenoptera	NOUN
bracis-28414	290	10	:	:	PUNCT
bracis-28414	290	11	apidae	apidae	NOUN
bracis-28414	290	12	:	:	PUNCT
bracis-28414	290	13	meliponini	meliponini	NOUN
bracis-28414	290	14	)	)	PUNCT
bracis-28414	290	15	bees	bee	NOUN
bracis-28414	290	16	along	along	ADP
bracis-28414	290	17	the	the	DET
bracis-28414	290	18	course	course	NOUN
bracis-28414	290	19	of	of	ADP
bracis-28414	290	20	the	the	DET
bracis-28414	290	21	rio	rio	PROPN
bracis-28414	290	22	negro	negro	PROPN
bracis-28414	290	23	,	,	PUNCT
bracis-28414	290	24	amazonas	amazonas	PROPN
bracis-28414	290	25	.	.	PUNCT
bracis-28414	291	1	brazil	brazil	PROPN
bracis-28414	291	2	.	.	PUNCT
bracis-28414	292	1	acta	acta	PROPN
bracis-28414	292	2	botanica	botanica	PROPN
bracis-28414	292	3	brasilica	brasilica	PROPN
bracis-28414	292	4	24(2	24(2	PROPN
bracis-28414	292	5	)	)	PUNCT
bracis-28414	292	6	,	,	PUNCT
bracis-28414	292	7	371–383	371–383	NUM
bracis-28414	292	8	(	(	PUNCT
bracis-28414	292	9	2020	2020	NUM
bracis-28414	292	10	)	)	PUNCT
bracis-28414	292	11	.	.	PUNCT
bracis-28414	293	1	https://doi.org/10.1590/0102-33062019abb0391	https://doi.org/10.1590/0102-33062019abb0391	PROPN
bracis-28414	293	2	article	article	NOUN
bracis-28414	293	3	  	  	SPACE
bracis-28414	293	4	google	google	PROPN
bracis-28414	293	5	scholar	scholar	NOUN
bracis-28414	293	6	  	  	SPACE
bracis-28414	293	7	júnior	júnior	PROPN
bracis-28414	293	8	,	,	PUNCT
bracis-28414	293	9	t.c	t.c	PROPN
bracis-28414	293	10	.	.	PROPN
bracis-28414	293	11	,	,	PUNCT
bracis-28414	293	12	rieder	rieder	NOUN
bracis-28414	293	13	,	,	PUNCT
bracis-28414	293	14	r.	r.	PROPN
bracis-28414	293	15	:	:	PUNCT
bracis-28414	293	16	automatic	automatic	ADJ
bracis-28414	293	17	identification	identification	NOUN
bracis-28414	293	18	of	of	ADP
bracis-28414	293	19	insects	insect	NOUN
bracis-28414	293	20	from	from	ADP
bracis-28414	293	21	digital	digital	ADJ
bracis-28414	293	22	images	image	NOUN
bracis-28414	293	23	:	:	PUNCT
bracis-28414	293	24	a	a	DET
bracis-28414	293	25	survey	survey	NOUN
bracis-28414	293	26	.	.	PUNCT
bracis-28414	294	1	comput	comput	NOUN
bracis-28414	294	2	.	.	PUNCT
bracis-28414	295	1	electron	electron	PROPN
bracis-28414	295	2	.	.	PUNCT
bracis-28414	296	1	agric	agric	PROPN
bracis-28414	296	2	.	.	PUNCT
bracis-28414	296	3	178(5	178(5	NUM
bracis-28414	296	4	)	)	PUNCT
bracis-28414	296	5	,	,	PUNCT
bracis-28414	296	6	105784	105784	NUM
bracis-28414	296	7	(	(	PUNCT
bracis-28414	296	8	2020	2020	NUM
bracis-28414	296	9	)	)	PUNCT
bracis-28414	296	10	.	.	PUNCT
bracis-28414	297	1	https://doi.org/10.1016/j.compag.2020.105784	https://doi.org/10.1016/j.compag.2020.105784	PROPN
bracis-28414	297	2	article	article	PROPN
bracis-28414	297	3	  	  	SPACE
bracis-28414	297	4	google	google	PROPN
bracis-28414	297	5	scholar	scholar	NOUN
bracis-28414	297	6	  	  	SPACE
bracis-28414	297	7	zhong	zhong	PROPN
bracis-28414	297	8	,	,	PUNCT
bracis-28414	297	9	y.	y.	PROPN
bracis-28414	297	10	,	,	PUNCT
bracis-28414	297	11	gao	gao	PROPN
bracis-28414	297	12	,	,	PUNCT
bracis-28414	297	13	j.	j.	PROPN
bracis-28414	297	14	,	,	PUNCT
bracis-28414	297	15	lei	lei	PROPN
bracis-28414	297	16	,	,	PUNCT
bracis-28414	297	17	q.	q.	PROPN
bracis-28414	297	18	,	,	PUNCT
bracis-28414	297	19	zhou	zhou	PROPN
bracis-28414	297	20	,	,	PUNCT
bracis-28414	297	21	y.	y.	NOUN
bracis-28414	297	22	:	:	PUNCT
bracis-28414	297	23	a	a	DET
bracis-28414	297	24	vision	vision	NOUN
bracis-28414	297	25	-	-	PUNCT
bracis-28414	297	26	based	base	VERB
bracis-28414	297	27	counting	counting	NOUN
bracis-28414	297	28	and	and	CCONJ
bracis-28414	297	29	recognition	recognition	NOUN
bracis-28414	297	30	system	system	NOUN
bracis-28414	297	31	for	for	ADP
bracis-28414	297	32	flying	fly	VERB
bracis-28414	297	33	insects	insect	NOUN
bracis-28414	297	34	in	in	ADP
bracis-28414	297	35	intelligent	intelligent	ADJ
bracis-28414	297	36	agriculture	agriculture	NOUN
bracis-28414	297	37	.	.	PUNCT
bracis-28414	298	1	sensors	sensor	NOUN
bracis-28414	298	2	18(5	18(5	PROPN
bracis-28414	298	3	)	)	PUNCT
bracis-28414	298	4	,	,	PUNCT
bracis-28414	298	5	1489	1489	NUM
bracis-28414	298	6	(	(	PUNCT
bracis-28414	298	7	2018	2018	NUM
bracis-28414	298	8	)	)	PUNCT
bracis-28414	298	9	.	.	PUNCT
bracis-28414	299	1	https://doi.org/10.3390/s18051489	https://doi.org/10.3390/s18051489	NUM
bracis-28414	299	2	article	article	NOUN
bracis-28414	299	3	  	  	SPACE
bracis-28414	299	4	google	google	PROPN
bracis-28414	299	5	scholar	scholar	NOUN
bracis-28414	299	6	  	  	SPACE
bracis-28414	299	7	qing	qing	NOUN
bracis-28414	299	8	,	,	PUNCT
bracis-28414	299	9	y.	y.	PROPN
bracis-28414	299	10	,	,	PUNCT
bracis-28414	299	11	et	et	PROPN
bracis-28414	299	12	al	al	PROPN
bracis-28414	299	13	.	.	PUNCT
bracis-28414	299	14	:	:	PUNCT
bracis-28414	300	1	development	development	NOUN
bracis-28414	300	2	of	of	ADP
bracis-28414	300	3	an	an	DET
bracis-28414	300	4	automatic	automatic	ADJ
bracis-28414	300	5	monitoring	monitoring	NOUN
bracis-28414	300	6	system	system	NOUN
bracis-28414	300	7	for	for	ADP
bracis-28414	300	8	rice	rice	NOUN
bracis-28414	300	9	light	light	ADJ
bracis-28414	300	10	-	-	PUNCT
bracis-28414	300	11	trap	trap	NOUN
bracis-28414	300	12	pests	pest	NOUN
bracis-28414	300	13	based	base	VERB
bracis-28414	300	14	on	on	ADP
bracis-28414	300	15	machine	machine	NOUN
bracis-28414	300	16	vision	vision	NOUN
bracis-28414	300	17	.	.	PUNCT
bracis-28414	301	1	j.	j.	PROPN
bracis-28414	301	2	integr	integr	PROPN
bracis-28414	301	3	.	.	PUNCT
bracis-28414	302	1	agric	agric	PROPN
bracis-28414	302	2	.	.	PUNCT
bracis-28414	303	1	19(10	19(10	NUM
bracis-28414	303	2	)	)	PUNCT
bracis-28414	303	3	,	,	PUNCT
bracis-28414	303	4	2500–2513	2500–2513	NUM
bracis-28414	303	5	(	(	PUNCT
bracis-28414	303	6	2020	2020	NUM
bracis-28414	303	7	)	)	PUNCT
bracis-28414	303	8	.	.	PUNCT
bracis-28414	304	1	https://doi.org/10.1016/s2095-3119(20)63168-9	https://doi.org/10.1016/s2095-3119(20)63168-9	NOUN
bracis-28414	304	2	article	article	NOUN
bracis-28414	304	3	  	  	SPACE
bracis-28414	304	4	google	google	PROPN
bracis-28414	304	5	scholar	scholar	NOUN
bracis-28414	304	6	  	  	SPACE
bracis-28414	304	7	shen	shen	NOUN
bracis-28414	304	8	,	,	PUNCT
bracis-28414	304	9	y.	y.	PROPN
bracis-28414	304	10	,	,	PUNCT
bracis-28414	304	11	zhou	zhou	PROPN
bracis-28414	304	12	,	,	PUNCT
bracis-28414	304	13	h.	h.	PROPN
bracis-28414	304	14	,	,	PUNCT
bracis-28414	304	15	li	li	PROPN
bracis-28414	304	16	,	,	PUNCT
bracis-28414	304	17	j.	j.	PROPN
bracis-28414	304	18	,	,	PUNCT
bracis-28414	304	19	jian	jian	PROPN
bracis-28414	304	20	,	,	PUNCT
bracis-28414	304	21	f.	f.	PROPN
bracis-28414	304	22	,	,	PUNCT
bracis-28414	304	23	jayas	jayas	PROPN
bracis-28414	304	24	,	,	PUNCT
bracis-28414	304	25	d.s	d.s	PROPN
bracis-28414	304	26	.	.	PROPN
bracis-28414	304	27	:	:	PUNCT
bracis-28414	304	28	detection	detection	NOUN
bracis-28414	304	29	of	of	ADP
bracis-28414	304	30	stored	store	VERB
bracis-28414	304	31	-	-	PUNCT
bracis-28414	304	32	grain	grain	NOUN
bracis-28414	304	33	insects	insect	NOUN
bracis-28414	304	34	using	use	VERB
bracis-28414	304	35	deep	deep	ADJ
bracis-28414	304	36	learning	learning	NOUN
bracis-28414	304	37	.	.	PUNCT
bracis-28414	305	1	comput	comput	NOUN
bracis-28414	305	2	.	.	PUNCT
bracis-28414	306	1	electron	electron	PROPN
bracis-28414	306	2	.	.	PUNCT
bracis-28414	307	1	agric	agric	PROPN
bracis-28414	307	2	.	.	PROPN
bracis-28414	308	1	145	145	NUM
bracis-28414	308	2	,	,	PUNCT
bracis-28414	308	3	319–325	319–325	NUM
bracis-28414	308	4	(	(	PUNCT
bracis-28414	308	5	2018	2018	NUM
bracis-28414	308	6	)	)	PUNCT
bracis-28414	308	7	.	.	PUNCT
bracis-28414	309	1	https://doi.org/10.1016/j.compag.2017.11.039	https://doi.org/10.1016/j.compag.2017.11.039	PROPN
bracis-28414	309	2	article	article	NOUN
bracis-28414	309	3	  	  	SPACE
bracis-28414	309	4	google	google	PROPN
bracis-28414	309	5	scholar	scholar	NOUN
bracis-28414	309	6	  	  	SPACE
bracis-28414	309	7	liu	liu	PROPN
bracis-28414	309	8	,	,	PUNCT
bracis-28414	309	9	l.	l.	PROPN
bracis-28414	309	10	,	,	PUNCT
bracis-28414	309	11	et	et	PROPN
bracis-28414	309	12	al	al	PROPN
bracis-28414	309	13	.	.	PUNCT
bracis-28414	309	14	:	:	PUNCT
bracis-28414	310	1	pestnet	pestnet	NOUN
bracis-28414	310	2	:	:	PUNCT
bracis-28414	310	3	an	an	DET
bracis-28414	310	4	end	end	NOUN
bracis-28414	310	5	-	-	PUNCT
bracis-28414	310	6	to	to	ADP
bracis-28414	310	7	-	-	PUNCT
bracis-28414	310	8	end	end	NOUN
bracis-28414	310	9	deep	deep	ADJ
bracis-28414	310	10	learning	learning	NOUN
bracis-28414	310	11	approach	approach	NOUN
bracis-28414	310	12	for	for	ADP
bracis-28414	310	13	large	large	ADJ
bracis-28414	310	14	-	-	PUNCT
bracis-28414	310	15	scale	scale	NOUN
bracis-28414	310	16	multi	multi	ADJ
bracis-28414	310	17	-	-	ADJ
bracis-28414	310	18	class	class	ADJ
bracis-28414	310	19	pest	pest	NOUN
bracis-28414	310	20	detection	detection	NOUN
bracis-28414	310	21	and	and	CCONJ
bracis-28414	310	22	classification	classification	NOUN
bracis-28414	310	23	.	.	PUNCT
bracis-28414	311	1	ieee	ieee	PROPN
bracis-28414	311	2	acess	acess	PROPN
bracis-28414	311	3	7	7	NUM
bracis-28414	311	4	,	,	PUNCT
bracis-28414	311	5	45301–45312	45301–45312	NUM
bracis-28414	311	6	(	(	PUNCT
bracis-28414	311	7	2019	2019	NUM
bracis-28414	311	8	)	)	PUNCT
bracis-28414	311	9	.	.	PUNCT
bracis-28414	312	1	https://doi.org/10.1109/access.2019.2909522	https://doi.org/10.1109/access.2019.2909522	PROPN
bracis-28414	312	2	article	article	NOUN
bracis-28414	312	3	  	  	SPACE
bracis-28414	312	4	google	google	PROPN
bracis-28414	312	5	scholar	scholar	NOUN
bracis-28414	312	6	  	  	SPACE
bracis-28414	312	7	fujioka	fujioka	NOUN
bracis-28414	312	8	,	,	PUNCT
bracis-28414	312	9	h.	h.	PROPN
bracis-28414	312	10	,	,	PUNCT
bracis-28414	312	11	abe	abe	PROPN
bracis-28414	312	12	,	,	PUNCT
bracis-28414	312	13	m.s	m.s	PROPN
bracis-28414	312	14	.	.	PROPN
bracis-28414	312	15	,	,	PUNCT
bracis-28414	312	16	okada	okada	PROPN
bracis-28414	312	17	,	,	PUNCT
bracis-28414	312	18	y.	y.	PROPN
bracis-28414	312	19	:	:	PUNCT
bracis-28414	312	20	ant	ant	ADJ
bracis-28414	312	21	activity	activity	NOUN
bracis-28414	312	22	-	-	PUNCT
bracis-28414	312	23	rest	rest	NOUN
bracis-28414	312	24	rhythms	rhythm	NOUN
bracis-28414	312	25	vary	vary	VERB
bracis-28414	312	26	with	with	ADP
bracis-28414	312	27	age	age	NOUN
bracis-28414	312	28	and	and	CCONJ
bracis-28414	312	29	interaction	interaction	NOUN
bracis-28414	312	30	frequencies	frequency	NOUN
bracis-28414	312	31	of	of	ADP
bracis-28414	312	32	workers	worker	NOUN
bracis-28414	312	33	.	.	PUNCT
bracis-28414	313	1	behav	behav	PROPN
bracis-28414	313	2	.	.	PUNCT
bracis-28414	314	1	ecol	ecol	PROPN
bracis-28414	314	2	.	.	PUNCT
bracis-28414	315	1	sociobiol	sociobiol	NOUN
bracis-28414	315	2	.	.	PUNCT
bracis-28414	316	1	73(3	73(3	VERB
bracis-28414	316	2	)	)	PUNCT
bracis-28414	316	3	,	,	PUNCT
bracis-28414	316	4	30	30	NUM
bracis-28414	316	5	(	(	PUNCT
bracis-28414	316	6	2019	2019	NUM
bracis-28414	316	7	)	)	PUNCT
bracis-28414	316	8	.	.	PUNCT
bracis-28414	317	1	https://doi.org/10.1007/s00265-019-2641-8	https://doi.org/10.1007/s00265-019-2641-8	NUM
bracis-28414	317	2	article	article	NOUN
bracis-28414	317	3	  	  	SPACE
bracis-28414	317	4	google	google	PROPN
bracis-28414	317	5	scholar	scholar	NOUN
bracis-28414	317	6	  	  	SPACE
bracis-28414	317	7	fujioka	fujioka	NOUN
bracis-28414	317	8	,	,	PUNCT
bracis-28414	317	9	h.	h.	PROPN
bracis-28414	317	10	,	,	PUNCT
bracis-28414	317	11	abe	abe	PROPN
bracis-28414	317	12	,	,	PUNCT
bracis-28414	317	13	m.s	m.s	PROPN
bracis-28414	317	14	.	.	PROPN
bracis-28414	317	15	,	,	PUNCT
bracis-28414	317	16	okada	okada	PROPN
bracis-28414	317	17	,	,	PUNCT
bracis-28414	317	18	y.	y.	NOUN
bracis-28414	317	19	:	:	PUNCT
bracis-28414	317	20	individual	individual	ADJ
bracis-28414	317	21	ants	ant	NOUN
bracis-28414	317	22	do	do	AUX
bracis-28414	317	23	not	not	PART
bracis-28414	317	24	show	show	VERB
bracis-28414	317	25	activity	activity	NOUN
bracis-28414	317	26	-	-	PUNCT
bracis-28414	317	27	rest	rest	NOUN
bracis-28414	317	28	rhythms	rhythm	NOUN
bracis-28414	317	29	in	in	ADP
bracis-28414	317	30	nest	nest	NOUN
bracis-28414	317	31	conditions	condition	NOUN
bracis-28414	317	32	.	.	PUNCT
bracis-28414	318	1	j.	j.	PROPN
bracis-28414	318	2	biol	biol	PROPN
bracis-28414	318	3	.	.	PUNCT
bracis-28414	319	1	rhythms	rhythm	NOUN
bracis-28414	319	2	36(3	36(3	NUM
bracis-28414	319	3	)	)	PUNCT
bracis-28414	319	4	,	,	PUNCT
bracis-28414	319	5	297–310	297–310	NUM
bracis-28414	319	6	(	(	PUNCT
bracis-28414	319	7	2021	2021	NUM
bracis-28414	319	8	)	)	PUNCT
bracis-28414	319	9	.	.	PUNCT
bracis-28414	320	1	https://doi.org/10.1177/07487304211002934	https://doi.org/10.1177/07487304211002934	PROPN
bracis-28414	320	2	article	article	NOUN
bracis-28414	320	3	  	  	SPACE
bracis-28414	320	4	google	google	PROPN
bracis-28414	320	5	scholar	scholar	NOUN
bracis-28414	320	6	  	  	SPACE
bracis-28414	320	7	ratnayake	ratnayake	NOUN
bracis-28414	320	8	,	,	PUNCT
bracis-28414	320	9	m.n	m.n	PROPN
bracis-28414	320	10	.	.	PROPN
bracis-28414	320	11	,	,	PUNCT
bracis-28414	320	12	dyer	dyer	PROPN
bracis-28414	320	13	,	,	PUNCT
bracis-28414	320	14	a.g	a.g	PROPN
bracis-28414	320	15	.	.	PROPN
bracis-28414	320	16	,	,	PUNCT
bracis-28414	320	17	dorin	dorin	PROPN
bracis-28414	320	18	,	,	PUNCT
bracis-28414	320	19	a.	a.	NOUN
bracis-28414	320	20	:	:	PUNCT
bracis-28414	320	21	tracking	track	VERB
bracis-28414	320	22	individual	individual	ADJ
bracis-28414	320	23	honeybees	honeybee	NOUN
bracis-28414	320	24	among	among	ADP
bracis-28414	320	25	wildflower	wildflower	NOUN
bracis-28414	320	26	clusters	cluster	NOUN
bracis-28414	320	27	with	with	ADP
bracis-28414	320	28	computer	computer	NOUN
bracis-28414	320	29	vision	vision	NOUN
bracis-28414	320	30	-	-	PUNCT
bracis-28414	320	31	facilitated	facilitate	VERB
bracis-28414	320	32	pollinator	pollinator	NOUN
bracis-28414	320	33	monitoring	monitoring	NOUN
bracis-28414	320	34	.	.	PUNCT
bracis-28414	321	1	plos	plos	PROPN
bracis-28414	321	2	one	one	NUM
bracis-28414	321	3	16(2	16(2	NUM
bracis-28414	321	4	)	)	PUNCT
bracis-28414	321	5	,	,	PUNCT
bracis-28414	321	6	e0239504	e0239504	PROPN
bracis-28414	321	7	(	(	PUNCT
bracis-28414	321	8	2021	2021	NUM
bracis-28414	321	9	)	)	PUNCT
bracis-28414	321	10	.	.	PUNCT
bracis-28414	322	1	https://doi.org/10.1371/journal.pone.0239504	https://doi.org/10.1371/journal.pone.0239504	PROPN
bracis-28414	322	2	article	article	PROPN
bracis-28414	322	3	  	  	SPACE
bracis-28414	322	4	google	google	PROPN
bracis-28414	322	5	scholar	scholar	NOUN
bracis-28414	322	6	  	  	SPACE
bracis-28414	322	7	lima	lima	PROPN
bracis-28414	322	8	,	,	PUNCT
bracis-28414	322	9	m.c.f	m.c.f	PROPN
bracis-28414	322	10	.	.	PROPN
bracis-28414	322	11	,	,	PUNCT
bracis-28414	322	12	leandro	leandro	PROPN
bracis-28414	322	13	,	,	PUNCT
bracis-28414	322	14	m.e.d.a	m.e.d.a	PROPN
bracis-28414	322	15	.	.	PROPN
bracis-28414	322	16	,	,	PUNCT
bracis-28414	322	17	valero	valero	PROPN
bracis-28414	322	18	,	,	PUNCT
bracis-28414	322	19	c.	c.	PROPN
bracis-28414	322	20	,	,	PUNCT
bracis-28414	322	21	coronel	coronel	NOUN
bracis-28414	322	22	,	,	PUNCT
bracis-28414	322	23	l.c.p	l.c.p	NOUN
bracis-28414	322	24	.	.	PUNCT
bracis-28414	322	25	,	,	PUNCT
bracis-28414	322	26	bazzo	bazzo	PROPN
bracis-28414	322	27	,	,	PUNCT
bracis-28414	322	28	c.o.g	c.o.g	NOUN
bracis-28414	322	29	.	.	PUNCT
bracis-28414	322	30	:	:	PUNCT
bracis-28414	323	1	automatic	automatic	ADJ
bracis-28414	323	2	detection	detection	NOUN
bracis-28414	323	3	and	and	CCONJ
bracis-28414	323	4	monitoring	monitoring	NOUN
bracis-28414	323	5	of	of	ADP
bracis-28414	323	6	insect	insect	NOUN
bracis-28414	323	7	pests	pest	NOUN
bracis-28414	323	8	a	a	DET
bracis-28414	323	9	review	review	NOUN
bracis-28414	323	10	.	.	PUNCT
bracis-28414	324	1	agriculture	agriculture	NOUN
bracis-28414	324	2	10(5	10(5	PROPN
bracis-28414	324	3	)	)	PUNCT
bracis-28414	324	4	,	,	PUNCT
bracis-28414	324	5	161	161	NUM
bracis-28414	324	6	(	(	PUNCT
bracis-28414	324	7	2020	2020	NUM
bracis-28414	324	8	)	)	PUNCT
bracis-28414	324	9	.	.	PUNCT
bracis-28414	325	1	https://doi.org/10.3390/agriculture10050161	https://doi.org/10.3390/agriculture10050161	PROPN
bracis-28414	325	2	article	article	PROPN
bracis-28414	325	3	  	  	SPACE
bracis-28414	325	4	google	google	PROPN
bracis-28414	325	5	scholar	scholar	NOUN
bracis-28414	325	6	  	  	SPACE
bracis-28414	325	7	imirzian	imirzian	NOUN
bracis-28414	325	8	,	,	PUNCT
bracis-28414	325	9	n.	n.	PROPN
bracis-28414	325	10	,	,	PUNCT
bracis-28414	325	11	et	et	PROPN
bracis-28414	325	12	al	al	PROPN
bracis-28414	325	13	.	.	PROPN
bracis-28414	325	14	:	:	PUNCT
bracis-28414	325	15	automated	automate	VERB
bracis-28414	325	16	tracking	tracking	NOUN
bracis-28414	325	17	and	and	CCONJ
bracis-28414	325	18	analysis	analysis	NOUN
bracis-28414	325	19	of	of	ADP
bracis-28414	325	20	ant	ant	ADJ
bracis-28414	325	21	trajectories	trajectory	NOUN
bracis-28414	325	22	shows	show	VERB
bracis-28414	325	23	variation	variation	NOUN
bracis-28414	325	24	in	in	ADP
bracis-28414	325	25	forager	forager	NOUN
bracis-28414	325	26	exploration	exploration	NOUN
bracis-28414	325	27	.	.	PUNCT
bracis-28414	326	1	sci	sci	PROPN
bracis-28414	326	2	.	.	PROPN
bracis-28414	326	3	rep	rep	PROPN
bracis-28414	326	4	.	.	PROPN
bracis-28414	326	5	9(1	9(1	NUM
bracis-28414	326	6	)	)	PUNCT
bracis-28414	326	7	,	,	PUNCT
bracis-28414	326	8	1	1	NUM
bracis-28414	326	9	(	(	PUNCT
bracis-28414	326	10	2019	2019	NUM
bracis-28414	326	11	)	)	PUNCT
bracis-28414	326	12	.	.	PUNCT
bracis-28414	327	1	https://doi.org/10.1038/s41598-019-49655-3	https://doi.org/10.1038/s41598-019-49655-3	PROPN
bracis-28414	327	2	article	article	PROPN
bracis-28414	327	3	  	  	SPACE
bracis-28414	327	4	google	google	PROPN
bracis-28414	327	5	scholar	scholar	NOUN
bracis-28414	327	6	  	  	SPACE
bracis-28414	327	7	sclocco	sclocco	NOUN
bracis-28414	327	8	,	,	PUNCT
bracis-28414	327	9	a.	a.	PROPN
bracis-28414	327	10	,	,	PUNCT
bracis-28414	327	11	ong	ong	PROPN
bracis-28414	327	12	,	,	PUNCT
bracis-28414	327	13	s.j.y	s.j.y	PROPN
bracis-28414	327	14	.	.	PROPN
bracis-28414	327	15	,	,	PUNCT
bracis-28414	327	16	aung	aung	PROPN
bracis-28414	327	17	,	,	PUNCT
bracis-28414	327	18	s.y.p	s.y.p	PROPN
bracis-28414	327	19	.	.	PROPN
bracis-28414	327	20	,	,	PUNCT
bracis-28414	327	21	teseo	teseo	PROPN
bracis-28414	327	22	,	,	PUNCT
bracis-28414	327	23	s.	s.	PROPN
bracis-28414	327	24	:	:	PUNCT
bracis-28414	327	25	integrating	integrate	VERB
bracis-28414	327	26	real	real	ADJ
bracis-28414	327	27	-	-	PUNCT
bracis-28414	327	28	time	time	NOUN
bracis-28414	327	29	data	datum	NOUN
bracis-28414	327	30	analysis	analysis	NOUN
bracis-28414	327	31	into	into	ADP
bracis-28414	327	32	automatic	automatic	ADJ
bracis-28414	327	33	tracking	tracking	NOUN
bracis-28414	327	34	of	of	ADP
bracis-28414	327	35	social	social	ADJ
bracis-28414	327	36	insects	insect	NOUN
bracis-28414	327	37	.	.	PUNCT
bracis-28414	328	1	r.	r.	PROPN
bracis-28414	328	2	soc	soc	PROPN
bracis-28414	328	3	.	.	PUNCT
bracis-28414	329	1	open	open	PROPN
bracis-28414	329	2	sci	sci	PROPN
bracis-28414	329	3	.	.	PROPN
bracis-28414	329	4	8(3	8(3	NUM
bracis-28414	329	5	)	)	PUNCT
bracis-28414	329	6	,	,	PUNCT
bracis-28414	329	7	202033	202033	NUM
bracis-28414	329	8	(	(	PUNCT
bracis-28414	329	9	2021	2021	NUM
bracis-28414	329	10	)	)	PUNCT
bracis-28414	329	11	.	.	PUNCT
bracis-28414	330	1	https://doi.org/10.1098/rsos.202033	https://doi.org/10.1098/rsos.202033	NOUN
bracis-28414	330	2	article	article	NOUN
bracis-28414	330	3	  	  	SPACE
bracis-28414	330	4	google	google	PROPN
bracis-28414	330	5	scholar	scholar	NOUN
bracis-28414	330	6	  	  	SPACE
bracis-28414	330	7	tathawee	tathawee	NOUN
bracis-28414	330	8	,	,	PUNCT
bracis-28414	330	9	t.	t.	PROPN
bracis-28414	330	10	,	,	PUNCT
bracis-28414	330	11	wattanachaiyingcharoen	wattanachaiyingcharoen	PROPN
bracis-28414	330	12	,	,	PUNCT
bracis-28414	330	13	w.	w.	PROPN
bracis-28414	330	14	,	,	PUNCT
bracis-28414	330	15	suwannakom	suwannakom	PROPN
bracis-28414	330	16	,	,	PUNCT
bracis-28414	330	17	a.	a.	NOUN
bracis-28414	330	18	,	,	PUNCT
bracis-28414	330	19	prasarnpun	prasarnpun	PROPN
bracis-28414	330	20	,	,	PUNCT
bracis-28414	330	21	s.	s.	PROPN
bracis-28414	330	22	:	:	PUNCT
bracis-28414	330	23	flash	flash	VERB
bracis-28414	330	24	communication	communication	NOUN
bracis-28414	330	25	pattern	pattern	NOUN
bracis-28414	330	26	analysis	analysis	NOUN
bracis-28414	330	27	of	of	ADP
bracis-28414	330	28	fireflies	firefly	NOUN
bracis-28414	330	29	based	base	VERB
bracis-28414	330	30	on	on	ADP
bracis-28414	330	31	computer	computer	NOUN
bracis-28414	330	32	vision	vision	NOUN
bracis-28414	330	33	.	.	PUNCT
bracis-28414	331	1	int	int	NOUN
bracis-28414	331	2	.	.	PUNCT
bracis-28414	332	1	j.	j.	PROPN
bracis-28414	332	2	adv	adv	PROPN
bracis-28414	332	3	.	.	PUNCT
bracis-28414	333	1	intell	intell	PROPN
bracis-28414	333	2	.	.	PUNCT
bracis-28414	334	1	inf	inf	PROPN
bracis-28414	334	2	.	.	PUNCT
bracis-28414	335	1	6(1	6(1	NUM
bracis-28414	335	2	)	)	PUNCT
bracis-28414	336	1	,	,	PUNCT
bracis-28414	336	2	60–71	60–71	NOUN
bracis-28414	336	3	(	(	PUNCT
bracis-28414	336	4	2020	2020	NUM
bracis-28414	336	5	)	)	PUNCT
bracis-28414	336	6	.	.	PUNCT
bracis-28414	337	1	https://doi.org/10.26555/ijain.v6i1.367	https://doi.org/10.26555/ijain.v6i1.367	PROPN
bracis-28414	337	2	article	article	PROPN
bracis-28414	337	3	  	  	SPACE
bracis-28414	337	4	google	google	PROPN
bracis-28414	337	5	scholar	scholar	NOUN
bracis-28414	337	6	  	  	SPACE
bracis-28414	337	7	bjerge	bjerge	NOUN
bracis-28414	337	8	,	,	PUNCT
bracis-28414	337	9	k.	k.	PROPN
bracis-28414	337	10	,	,	PUNCT
bracis-28414	337	11	nielsen	nielsen	PROPN
bracis-28414	337	12	,	,	PUNCT
bracis-28414	337	13	j.b	j.b	PROPN
bracis-28414	337	14	.	.	PROPN
bracis-28414	337	15	,	,	PUNCT
bracis-28414	337	16	sepstrup	sepstrup	NOUN
bracis-28414	337	17	,	,	PUNCT
bracis-28414	337	18	m.v	m.v	PROPN
bracis-28414	337	19	.	.	PROPN
bracis-28414	337	20	,	,	PUNCT
bracis-28414	337	21	helsing	helsing	NOUN
bracis-28414	337	22	-	-	PUNCT
bracis-28414	337	23	nielsen	nielsen	PROPN
bracis-28414	337	24	,	,	PUNCT
bracis-28414	337	25	f.	f.	PROPN
bracis-28414	337	26	,	,	PUNCT
bracis-28414	337	27	hoye	hoye	PROPN
bracis-28414	337	28	,	,	PUNCT
bracis-28414	337	29	t.t	t.t	PROPN
bracis-28414	337	30	.	.	PROPN
bracis-28414	337	31	:	:	PUNCT
bracis-28414	338	1	an	an	DET
bracis-28414	338	2	automated	automate	VERB
bracis-28414	338	3	light	light	NOUN
bracis-28414	338	4	trap	trap	NOUN
bracis-28414	338	5	to	to	PART
bracis-28414	338	6	monitor	monitor	VERB
bracis-28414	338	7	moths	moth	NOUN
bracis-28414	338	8	(	(	PUNCT
bracis-28414	338	9	lepidoptera	lepidoptera	NOUN
bracis-28414	338	10	)	)	PUNCT
bracis-28414	338	11	using	use	VERB
bracis-28414	338	12	computer	computer	NOUN
bracis-28414	338	13	vision	vision	NOUN
bracis-28414	338	14	-	-	PUNCT
bracis-28414	338	15	based	base	VERB
bracis-28414	338	16	tracking	tracking	NOUN
bracis-28414	338	17	and	and	CCONJ
bracis-28414	338	18	deep	deep	ADJ
bracis-28414	338	19	learning	learning	NOUN
bracis-28414	338	20	.	.	PUNCT
bracis-28414	339	1	sensors	sensor	NOUN
bracis-28414	339	2	21(2	21(2	NUM
bracis-28414	339	3	)	)	PUNCT
bracis-28414	339	4	,	,	PUNCT
bracis-28414	339	5	343	343	NUM
bracis-28414	339	6	(	(	PUNCT
bracis-28414	339	7	2021	2021	NUM
bracis-28414	339	8	)	)	PUNCT
bracis-28414	339	9	.	.	PUNCT
bracis-28414	340	1	https://doi.org/10.3390/s21020343	https://doi.org/10.3390/s21020343	NUM
bracis-28414	340	2	article	article	NOUN
bracis-28414	340	3	  	  	SPACE
bracis-28414	340	4	google	google	PROPN
bracis-28414	340	5	scholar	scholar	NOUN
bracis-28414	340	6	  	  	SPACE
bracis-28414	340	7	howard	howard	PROPN
bracis-28414	340	8	,	,	PUNCT
bracis-28414	340	9	s.r	s.r	PROPN
bracis-28414	340	10	.	.	PROPN
bracis-28414	340	11	,	,	PUNCT
bracis-28414	340	12	ratnayake	ratnayake	PROPN
bracis-28414	340	13	,	,	PUNCT
bracis-28414	340	14	m.n	m.n	PROPN
bracis-28414	340	15	.	.	PROPN
bracis-28414	340	16	,	,	PUNCT
bracis-28414	340	17	dyer	dyer	PROPN
bracis-28414	340	18	,	,	PUNCT
bracis-28414	340	19	a.g	a.g	PROPN
bracis-28414	340	20	.	.	PROPN
bracis-28414	340	21	,	,	PUNCT
bracis-28414	340	22	garcia	garcia	PROPN
bracis-28414	340	23	,	,	PUNCT
bracis-28414	340	24	j.e	j.e	PROPN
bracis-28414	340	25	.	.	PROPN
bracis-28414	340	26	,	,	PUNCT
bracis-28414	340	27	dorin	dorin	PROPN
bracis-28414	340	28	,	,	PUNCT
bracis-28414	340	29	a.	a.	NOUN
bracis-28414	340	30	:	:	PUNCT
bracis-28414	340	31	towards	towards	ADP
bracis-28414	340	32	precision	precision	NOUN
bracis-28414	340	33	apiculture	apiculture	NOUN
bracis-28414	340	34	:	:	PUNCT
bracis-28414	340	35	traditional	traditional	ADJ
bracis-28414	340	36	and	and	CCONJ
bracis-28414	340	37	technological	technological	ADJ
bracis-28414	340	38	insect	insect	NOUN
bracis-28414	340	39	monitoring	monitor	VERB
bracis-28414	340	40	methods	method	NOUN
bracis-28414	340	41	in	in	ADP
bracis-28414	340	42	strawberry	strawberry	NOUN
bracis-28414	340	43	and	and	CCONJ
bracis-28414	340	44	raspberry	raspberry	NOUN
bracis-28414	340	45	crop	crop	NOUN
bracis-28414	340	46	polytunnels	polytunnel	NOUN
bracis-28414	340	47	tell	tell	VERB
bracis-28414	340	48	different	different	ADJ
bracis-28414	340	49	pollination	pollination	NOUN
bracis-28414	340	50	stories	story	NOUN
bracis-28414	340	51	.	.	PUNCT
bracis-28414	341	1	plos	plos	PROPN
bracis-28414	341	2	on	on	ADP
bracis-28414	341	3	16(5	16(5	NUM
bracis-28414	341	4	)	)	PUNCT
bracis-28414	341	5	,	,	PUNCT
bracis-28414	341	6	e0251572	e0251572	X
bracis-28414	341	7	(	(	PUNCT
bracis-28414	341	8	2021	2021	NUM
bracis-28414	341	9	)	)	PUNCT
bracis-28414	341	10	.	.	PUNCT
bracis-28414	342	1	https://doi.org/10.1371/journal.pone.0251572	https://doi.org/10.1371/journal.pone.0251572	NOUN
bracis-28414	342	2	article	article	NOUN
bracis-28414	342	3	  	  	SPACE
bracis-28414	342	4	google	google	PROPN
bracis-28414	342	5	scholar	scholar	NOUN
bracis-28414	342	6	  	  	SPACE
bracis-28414	342	7	perez	perez	PROPN
bracis-28414	342	8	-	-	PUNCT
bracis-28414	342	9	cham	cham	PROPN
bracis-28414	342	10	,	,	PUNCT
bracis-28414	342	11	o.e	o.e	PROPN
bracis-28414	342	12	.	.	PROPN
bracis-28414	342	13	,	,	PUNCT
bracis-28414	342	14	et	et	PROPN
bracis-28414	342	15	al	al	PROPN
bracis-28414	342	16	.	.	PUNCT
bracis-28414	342	17	:	:	PUNCT
bracis-28414	342	18	parallelization	parallelization	NOUN
bracis-28414	342	19	of	of	ADP
bracis-28414	342	20	the	the	DET
bracis-28414	342	21	honeybee	honeybee	NOUN
bracis-28414	342	22	search	search	NOUN
bracis-28414	342	23	algorithm	algorithm	NOUN
bracis-28414	342	24	for	for	ADP
bracis-28414	342	25	object	object	NOUN
bracis-28414	342	26	tracking	tracking	NOUN
bracis-28414	342	27	.	.	PUNCT
bracis-28414	343	1	appl	appl	PROPN
bracis-28414	343	2	.	.	PUNCT
bracis-28414	344	1	sci	sci	PROPN
bracis-28414	344	2	.	.	PUNCT
bracis-28414	344	3	10(6	10(6	PROPN
bracis-28414	344	4	)	)	PUNCT
bracis-28414	344	5	,	,	PUNCT
bracis-28414	344	6	2122	2122	NUM
bracis-28414	344	7	(	(	PUNCT
bracis-28414	344	8	2020	2020	NUM
bracis-28414	344	9	)	)	PUNCT
bracis-28414	344	10	.	.	PUNCT
bracis-28414	345	1	https://doi.org/10.3390/app10062122	https://doi.org/10.3390/app10062122	PROPN
bracis-28414	345	2	article	article	PROPN
bracis-28414	345	3	  	  	SPACE
bracis-28414	345	4	google	google	PROPN
bracis-28414	345	5	scholar	scholar	NOUN
bracis-28414	345	6	  	  	SPACE
bracis-28414	345	7	sun	sun	NOUN
bracis-28414	345	8	,	,	PUNCT
bracis-28414	345	9	c.	c.	PROPN
bracis-28414	345	10	,	,	PUNCT
bracis-28414	345	11	gaydecki	gaydecki	PROPN
bracis-28414	345	12	,	,	PUNCT
bracis-28414	345	13	p.	p.	NOUN
bracis-28414	345	14	:	:	PUNCT
bracis-28414	345	15	a	a	DET
bracis-28414	345	16	visual	visual	ADJ
bracis-28414	345	17	tracking	tracking	NOUN
bracis-28414	345	18	system	system	NOUN
bracis-28414	345	19	for	for	ADP
bracis-28414	345	20	honey	honey	NOUN
bracis-28414	345	21	bee	bee	NOUN
bracis-28414	345	22	(	(	PUNCT
bracis-28414	345	23	hymenoptera	hymenoptera	NOUN
bracis-28414	345	24	:	:	PUNCT
bracis-28414	345	25	apidae	apidae	NOUN
bracis-28414	345	26	)	)	PUNCT
bracis-28414	345	27	3d	3d	NOUN
bracis-28414	345	28	flight	flight	NOUN
bracis-28414	345	29	trajectory	trajectory	NOUN
bracis-28414	345	30	reconstruction	reconstruction	NOUN
bracis-28414	345	31	and	and	CCONJ
bracis-28414	345	32	analysis	analysis	NOUN
bracis-28414	345	33	.	.	PUNCT
bracis-28414	346	1	j.	j.	PROPN
bracis-28414	346	2	insect	insect	PROPN
bracis-28414	346	3	sci	sci	PROPN
bracis-28414	346	4	.	.	PROPN
bracis-28414	346	5	21(2	21(2	PROPN
bracis-28414	346	6	)	)	PUNCT
bracis-28414	346	7	,	,	PUNCT
bracis-28414	346	8	1–12	1–12	PROPN
bracis-28414	346	9	(	(	PUNCT
bracis-28414	346	10	2021	2021	NUM
bracis-28414	346	11	)	)	PUNCT
bracis-28414	346	12	.	.	PUNCT
bracis-28414	347	1	https://doi.org/10.1093/jisesa/ieab023	https://doi.org/10.1093/jisesa/ieab023	X
bracis-28414	347	2	article	article	NOUN
bracis-28414	347	3	  	  	SPACE
bracis-28414	347	4	google	google	PROPN
bracis-28414	347	5	scholar	scholar	NOUN
bracis-28414	347	6	  	  	SPACE
bracis-28414	347	7	wang	wang	PROPN
bracis-28414	347	8	,	,	PUNCT
bracis-28414	347	9	z.	z.	PROPN
bracis-28414	347	10	,	,	PUNCT
bracis-28414	347	11	bovik	bovik	NOUN
bracis-28414	347	12	,	,	PUNCT
bracis-28414	347	13	a.c	a.c	PROPN
bracis-28414	347	14	.	.	PROPN
bracis-28414	347	15	,	,	PUNCT
bracis-28414	347	16	sheikh	sheikh	PROPN
bracis-28414	347	17	,	,	PUNCT
bracis-28414	347	18	h.r	h.r	PROPN
bracis-28414	347	19	.	.	PROPN
bracis-28414	347	20	,	,	PUNCT
bracis-28414	347	21	simoncelli	simoncelli	PROPN
bracis-28414	347	22	,	,	PUNCT
bracis-28414	347	23	e.p	e.p	PROPN
bracis-28414	347	24	.	.	PROPN
bracis-28414	347	25	:	:	PUNCT
bracis-28414	347	26	image	image	NOUN
bracis-28414	347	27	quality	quality	NOUN
bracis-28414	347	28	assessment	assessment	NOUN
bracis-28414	347	29	:	:	PUNCT
bracis-28414	347	30	from	from	ADP
bracis-28414	347	31	error	error	NOUN
bracis-28414	347	32	visibility	visibility	NOUN
bracis-28414	347	33	to	to	ADP
bracis-28414	347	34	structural	structural	ADJ
bracis-28414	347	35	similarity	similarity	NOUN
bracis-28414	347	36	.	.	PUNCT
bracis-28414	348	1	ieee	ieee	PROPN
bracis-28414	348	2	trans	trans	PROPN
bracis-28414	348	3	.	.	PUNCT
bracis-28414	348	4	image	image	NOUN
bracis-28414	348	5	process	process	NOUN
bracis-28414	348	6	.	.	PUNCT
bracis-28414	349	1	13(4	13(4	NUM
bracis-28414	349	2	)	)	PUNCT
bracis-28414	349	3	,	,	PUNCT
bracis-28414	349	4	600–612	600–612	NUM
bracis-28414	349	5	(	(	PUNCT
bracis-28414	349	6	2004	2004	NUM
bracis-28414	349	7	)	)	PUNCT
bracis-28414	349	8	article	article	NOUN
bracis-28414	349	9	  	  	SPACE
bracis-28414	349	10	google	google	PROPN
bracis-28414	349	11	scholar	scholar	NOUN
bracis-28414	349	12	  	  	SPACE
bracis-28414	349	13	redmon	redmon	PROPN
bracis-28414	349	14	,	,	PUNCT
bracis-28414	349	15	j.	j.	PROPN
bracis-28414	349	16	,	,	PUNCT
bracis-28414	349	17	divvala	divvala	PROPN
bracis-28414	349	18	,	,	PUNCT
bracis-28414	349	19	s.	s.	PROPN
bracis-28414	349	20	,	,	PUNCT
bracis-28414	349	21	girshick	girshick	PROPN
bracis-28414	349	22	,	,	PUNCT
bracis-28414	349	23	r.	r.	PROPN
bracis-28414	349	24	,	,	PUNCT
bracis-28414	349	25	farhadi	farhadi	NOUN
bracis-28414	349	26	,	,	PUNCT
bracis-28414	349	27	a.	a.	NOUN
bracis-28414	349	28	:	:	PUNCT
bracis-28414	349	29	you	you	PRON
bracis-28414	349	30	only	only	ADV
bracis-28414	349	31	look	look	VERB
bracis-28414	349	32	once	once	ADV
bracis-28414	349	33	:	:	PUNCT
bracis-28414	349	34	unified	unified	ADJ
bracis-28414	349	35	,	,	PUNCT
bracis-28414	349	36	real	real	ADJ
bracis-28414	349	37	-	-	PUNCT
bracis-28414	349	38	time	time	NOUN
bracis-28414	349	39	object	object	NOUN
bracis-28414	349	40	detection	detection	NOUN
bracis-28414	349	41	.	.	PUNCT
bracis-28414	350	1	in	in	ADP
bracis-28414	350	2	:	:	PUNCT
bracis-28414	350	3	proceedings	proceeding	NOUN
bracis-28414	350	4	of	of	ADP
bracis-28414	350	5	the	the	DET
bracis-28414	350	6	ieee	ieee	NOUN
bracis-28414	350	7	conference	conference	NOUN
bracis-28414	350	8	on	on	ADP
bracis-28414	350	9	computer	computer	NOUN
bracis-28414	350	10	vision	vision	NOUN
bracis-28414	350	11	and	and	CCONJ
bracis-28414	350	12	pattern	pattern	NOUN
bracis-28414	350	13	recognition	recognition	NOUN
bracis-28414	350	14	,	,	PUNCT
bracis-28414	350	15	pp	pp	ADP
bracis-28414	350	16	.	.	PUNCT
bracis-28414	351	1	779–788	779–788	NUM
bracis-28414	351	2	(	(	PUNCT
bracis-28414	351	3	2016	2016	NUM
bracis-28414	351	4	)	)	PUNCT
bracis-28414	351	5	google	google	PROPN
bracis-28414	351	6	scholar	scholar	NOUN
bracis-28414	351	7	  	  	SPACE
bracis-28414	351	8	redmon	redmon	PROPN
bracis-28414	351	9	,	,	PUNCT
bracis-28414	351	10	j.	j.	PROPN
bracis-28414	351	11	,	,	PUNCT
bracis-28414	351	12	farhadi	farhadi	PROPN
bracis-28414	351	13	,	,	PUNCT
bracis-28414	351	14	a.	a.	NOUN
bracis-28414	351	15	:	:	PUNCT
bracis-28414	351	16	yolo9000	yolo9000	PROPN
bracis-28414	351	17	:	:	PUNCT
bracis-28414	351	18	better	well	ADJ
bracis-28414	351	19	,	,	PUNCT
bracis-28414	351	20	faster	fast	ADJ
bracis-28414	351	21	,	,	PUNCT
bracis-28414	351	22	stronger	strong	ADJ
bracis-28414	351	23	.	.	PUNCT
bracis-28414	352	1	in	in	ADP
bracis-28414	352	2	:	:	PUNCT
bracis-28414	352	3	proceedings	proceeding	NOUN
bracis-28414	352	4	of	of	ADP
bracis-28414	352	5	the	the	DET
bracis-28414	352	6	ieee	ieee	NOUN
bracis-28414	352	7	conference	conference	NOUN
bracis-28414	352	8	on	on	ADP
bracis-28414	352	9	computer	computer	NOUN
bracis-28414	352	10	vision	vision	NOUN
bracis-28414	352	11	and	and	CCONJ
bracis-28414	352	12	pattern	pattern	NOUN
bracis-28414	352	13	recognition	recognition	NOUN
bracis-28414	352	14	,	,	PUNCT
bracis-28414	352	15	pp	pp	ADP
bracis-28414	352	16	.	.	PUNCT
bracis-28414	353	1	7263–7271	7263–7271	NOUN
bracis-28414	353	2	(	(	PUNCT
bracis-28414	353	3	2016	2016	NUM
bracis-28414	353	4	)	)	PUNCT
bracis-28414	353	5	google	google	PROPN
bracis-28414	353	6	scholar	scholar	NOUN
bracis-28414	353	7	  	  	SPACE
bracis-28414	353	8	redmon	redmon	PROPN
bracis-28414	353	9	,	,	PUNCT
bracis-28414	353	10	j.	j.	PROPN
bracis-28414	353	11	,	,	PUNCT
bracis-28414	353	12	farhadi	farhadi	PROPN
bracis-28414	353	13	,	,	PUNCT
bracis-28414	353	14	a.	a.	NOUN
bracis-28414	353	15	:	:	PUNCT
bracis-28414	354	1	yolov3	yolov3	PROPN
bracis-28414	354	2	:	:	PUNCT
bracis-28414	354	3	an	an	DET
bracis-28414	354	4	incremental	incremental	ADJ
bracis-28414	354	5	improvement	improvement	NOUN
bracis-28414	354	6	.	.	PUNCT
bracis-28414	355	1	arxiv	arxiv	PROPN
bracis-28414	355	2	preprint	preprint	NOUN
bracis-28414	355	3	:	:	PUNCT
bracis-28414	355	4	arxiv:1804.02767	arxiv:1804.02767	PROPN
bracis-28414	355	5	(	(	PUNCT
bracis-28414	355	6	2018	2018	NUM
bracis-28414	355	7	)	)	PUNCT
bracis-28414	355	8	bochkovskiy	bochkovskiy	NOUN
bracis-28414	355	9	,	,	PUNCT
bracis-28414	355	10	a.	a.	PROPN
bracis-28414	355	11	,	,	PUNCT
bracis-28414	355	12	wang	wang	PROPN
bracis-28414	355	13	,	,	PUNCT
bracis-28414	355	14	c.	c.	PROPN
bracis-28414	355	15	,	,	PUNCT
bracis-28414	355	16	liao	liao	PROPN
bracis-28414	355	17	,	,	PUNCT
bracis-28414	355	18	h.m	h.m	PROPN
bracis-28414	355	19	.	.	PROPN
bracis-28414	355	20	:	:	PUNCT
bracis-28414	356	1	yolov4	yolov4	NOUN
bracis-28414	356	2	:	:	PUNCT
bracis-28414	356	3	optimal	optimal	ADJ
bracis-28414	356	4	speed	speed	NOUN
bracis-28414	356	5	and	and	CCONJ
bracis-28414	356	6	accuracy	accuracy	NOUN
bracis-28414	356	7	of	of	ADP
bracis-28414	356	8	object	object	NOUN
bracis-28414	356	9	detection	detection	NOUN
bracis-28414	356	10	.	.	PUNCT
bracis-28414	357	1	cornell	cornell	PROPN
bracis-28414	357	2	univ	univ	PROPN
bracis-28414	357	3	.	.	PUNCT
bracis-28414	358	1	arxiv	arxiv	PROPN
bracis-28414	358	2	preprint	preprint	PROPN
bracis-28414	358	3	:	:	PUNCT
bracis-28414	358	4	arxiv:2004.10934	arxiv:2004.10934	NOUN
bracis-28414	358	5	(	(	PUNCT
bracis-28414	358	6	2020	2020	NUM
bracis-28414	358	7	)	)	PUNCT
bracis-28414	358	8	jocher	jocher	PROPN
bracis-28414	358	9	,	,	PUNCT
bracis-28414	358	10	g.	g.	PROPN
bracis-28414	358	11	:	:	PUNCT
bracis-28414	358	12	ultralytics	ultralytic	NOUN
bracis-28414	358	13	/	/	SYM
bracis-28414	358	14	yolov5	yolov5	NOUN
bracis-28414	358	15	:	:	PUNCT
bracis-28414	358	16	v3.1	v3.1	ADJ
bracis-28414	358	17	.	.	PUNCT
bracis-28414	358	18	(	(	PUNCT
bracis-28414	358	19	2020	2020	NUM
bracis-28414	358	20	)	)	PUNCT
bracis-28414	358	21	.	.	PUNCT
bracis-28414	359	1	https://doi.org/10.5281/zenodo.4154370	https://doi.org/10.5281/zenodo.4154370	PROPN
bracis-28414	359	2	li	li	PROPN
bracis-28414	359	3	,	,	PUNCT
bracis-28414	359	4	c.	c.	PROPN
bracis-28414	359	5	,	,	PUNCT
bracis-28414	359	6	et	et	PROPN
bracis-28414	359	7	al	al	PROPN
bracis-28414	359	8	.	.	PROPN
bracis-28414	359	9	:	:	PUNCT
bracis-28414	360	1	yolov6	yolov6	PROPN
bracis-28414	360	2	:	:	PUNCT
bracis-28414	360	3	a	a	DET
bracis-28414	360	4	single	single	ADJ
bracis-28414	360	5	-	-	PUNCT
bracis-28414	360	6	stage	stage	NOUN
bracis-28414	360	7	object	object	NOUN
bracis-28414	360	8	detection	detection	NOUN
bracis-28414	360	9	framework	framework	NOUN
bracis-28414	360	10	for	for	ADP
bracis-28414	360	11	industrial	industrial	ADJ
bracis-28414	360	12	applications	application	NOUN
bracis-28414	360	13	.	.	PUNCT
bracis-28414	361	1	arxiv	arxiv	PROPN
bracis-28414	361	2	preprint	preprint	NOUN
bracis-28414	361	3	:	:	PUNCT
bracis-28414	361	4	arxiv:2207.02696	arxiv:2207.02696	NOUN
bracis-28414	361	5	(	(	PUNCT
bracis-28414	361	6	2022	2022	NUM
bracis-28414	361	7	)	)	PUNCT
bracis-28414	361	8	wang	wang	PROPN
bracis-28414	361	9	,	,	PUNCT
bracis-28414	361	10	c.	c.	PROPN
bracis-28414	361	11	,	,	PUNCT
bracis-28414	361	12	bochkovskiy	bochkovskiy	PROPN
bracis-28414	361	13	,	,	PUNCT
bracis-28414	361	14	a.	a.	PROPN
bracis-28414	361	15	,	,	PUNCT
bracis-28414	361	16	liao	liao	PROPN
bracis-28414	361	17	,	,	PUNCT
bracis-28414	361	18	h.m	h.m	PROPN
bracis-28414	361	19	.	.	PROPN
bracis-28414	361	20	:	:	PUNCT
bracis-28414	361	21	designing	design	VERB
bracis-28414	361	22	network	network	NOUN
bracis-28414	361	23	design	design	NOUN
bracis-28414	361	24	strategies	strategy	NOUN
bracis-28414	361	25	through	through	ADP
bracis-28414	361	26	gradient	gradient	ADJ
bracis-28414	361	27	path	path	NOUN
bracis-28414	361	28	analysis	analysis	NOUN
bracis-28414	361	29	.	.	PUNCT
bracis-28414	362	1	arxiv	arxiv	PROPN
bracis-28414	362	2	preprint	preprint	NOUN
bracis-28414	362	3	:	:	PUNCT
bracis-28414	362	4	arxiv:2211.04800	arxiv:2211.04800	ADJ
bracis-28414	362	5	(	(	PUNCT
bracis-28414	362	6	2022	2022	NUM
bracis-28414	362	7	)	)	PUNCT
bracis-28414	362	8	jocher	jocher	PROPN
bracis-28414	362	9	,	,	PUNCT
bracis-28414	362	10	g.	g.	PROPN
bracis-28414	362	11	,	,	PUNCT
bracis-28414	362	12	chaurasia	chaurasia	PROPN
bracis-28414	362	13	,	,	PUNCT
bracis-28414	362	14	a.	a.	PROPN
bracis-28414	362	15	,	,	PUNCT
bracis-28414	362	16	qiu	qiu	PROPN
bracis-28414	362	17	,	,	PUNCT
bracis-28414	362	18	j.	j.	PROPN
bracis-28414	362	19	:	:	PUNCT
bracis-28414	362	20	yolo	yolo	ADJ
bracis-28414	362	21	by	by	ADP
bracis-28414	362	22	ultralytics	ultralytic	NOUN
bracis-28414	362	23	v8	v8	PROPN
bracis-28414	362	24	.	.	PUNCT
bracis-28414	363	1	(	(	PUNCT
bracis-28414	363	2	2023	2023	NUM
bracis-28414	363	3	)	)	PUNCT
bracis-28414	363	4	google	google	PROPN
bracis-28414	363	5	scholar	scholar	NOUN
bracis-28414	363	6	  	  	SPACE
bracis-28414	363	7	zhang	zhang	PROPN
bracis-28414	363	8	,	,	PUNCT
bracis-28414	363	9	y.	y.	PROPN
bracis-28414	363	10	,	,	PUNCT
bracis-28414	363	11	et	et	PROPN
bracis-28414	363	12	al	al	PROPN
bracis-28414	363	13	.	.	PUNCT
bracis-28414	363	14	:	:	PUNCT
bracis-28414	364	1	bytetrack	bytetrack	NOUN
bracis-28414	364	2	:	:	PUNCT
bracis-28414	364	3	multi	multi	ADJ
bracis-28414	364	4	-	-	ADJ
bracis-28414	364	5	object	object	ADJ
bracis-28414	364	6	tracking	tracking	NOUN
bracis-28414	364	7	by	by	ADP
bracis-28414	364	8	associating	associate	VERB
bracis-28414	364	9	every	every	DET
bracis-28414	364	10	detection	detection	NOUN
bracis-28414	364	11	box	box	NOUN
bracis-28414	364	12	.	.	PUNCT
bracis-28414	365	1	in	in	ADP
bracis-28414	365	2	:	:	PUNCT
bracis-28414	365	3	proceedings	proceeding	NOUN
bracis-28414	365	4	of	of	ADP
bracis-28414	365	5	the	the	DET
bracis-28414	365	6	european	european	PROPN
bracis-28414	365	7	conference	conference	PROPN
bracis-28414	365	8	on	on	ADP
bracis-28414	365	9	computer	computer	NOUN
bracis-28414	365	10	vision	vision	NOUN
bracis-28414	365	11	(	(	PUNCT
bracis-28414	365	12	2022	2022	NUM
bracis-28414	365	13	)	)	PUNCT
bracis-28414	365	14	google	google	PROPN
bracis-28414	365	15	scholar	scholar	NOUN
bracis-28414	365	16	  	  	SPACE
bracis-28414	365	17	dendorfer	dendorfer	NOUN
bracis-28414	365	18	,	,	PUNCT
bracis-28414	365	19	p.	p.	PROPN
bracis-28414	365	20	,	,	PUNCT
bracis-28414	365	21	et	et	PROPN
bracis-28414	365	22	al	al	PROPN
bracis-28414	365	23	.	.	PUNCT
bracis-28414	365	24	:	:	PUNCT
bracis-28414	366	1	mot20	mot20	ADJ
bracis-28414	366	2	:	:	PUNCT
bracis-28414	366	3	a	a	DET
bracis-28414	366	4	benchmark	benchmark	NOUN
bracis-28414	366	5	for	for	ADP
bracis-28414	366	6	multi	multi	ADJ
bracis-28414	366	7	object	object	NOUN
bracis-28414	366	8	tracking	tracking	NOUN
bracis-28414	366	9	in	in	ADP
bracis-28414	366	10	crowded	crowded	ADJ
bracis-28414	366	11	scenes	scene	NOUN
bracis-28414	366	12	.	.	PUNCT
bracis-28414	367	1	arxiv:2003.09003	arxiv:2003.09003	ADP
bracis-28414	367	2	[	[	X
bracis-28414	367	3	cs	cs	X
bracis-28414	367	4	]	]	X
bracis-28414	367	5	(	(	PUNCT
bracis-28414	367	6	2020	2020	NUM
bracis-28414	367	7	)	)	PUNCT
bracis-28414	367	8	download	download	NOUN
bracis-28414	367	9	references	reference	NOUN
bracis-28414	367	10	acknowledgments	acknowledgment	NOUN
bracis-28414	367	11	the	the	DET
bracis-28414	367	12	authors	author	NOUN
bracis-28414	367	13	would	would	AUX
bracis-28414	367	14	like	like	VERB
bracis-28414	367	15	to	to	PART
bracis-28414	367	16	thank	thank	VERB
bracis-28414	367	17	the	the	DET
bracis-28414	367	18	universidade	universidade	PROPN
bracis-28414	367	19	de	de	PROPN
bracis-28414	367	20	são	são	PROPN
bracis-28414	367	21	paulo	paulo	PROPN
bracis-28414	367	22	(	(	PUNCT
bracis-28414	367	23	usp	usp	NOUN
bracis-28414	367	24	beekeep	beekeep	VERB
bracis-28414	367	25	cs	cs	PROPN
bracis-28414	367	26	https://beekeep.pcs.usp.br	https://beekeep.pcs.usp.br	PROPN
bracis-28414	367	27	)	)	PUNCT
bracis-28414	367	28	,	,	PUNCT
bracis-28414	367	29	the	the	DET
bracis-28414	367	30	empresa	empresa	PROPN
bracis-28414	367	31	brasileira	brasileira	PROPN
bracis-28414	367	32	de	de	PROPN
bracis-28414	367	33	pesquisa	pesquisa	PROPN
bracis-28414	367	34	agropecuária	agropecuária	PROPN
bracis-28414	367	35	(	(	PUNCT
bracis-28414	367	36	embrapa	embrapa	PROPN
bracis-28414	367	37	)	)	PUNCT
bracis-28414	367	38	,	,	PUNCT
bracis-28414	367	39	and	and	CCONJ
bracis-28414	367	40	the	the	DET
bracis-28414	367	41	associação	associação	PROPN
bracis-28414	367	42	brasileira	brasileira	PROPN
bracis-28414	367	43	de	de	PROPN
bracis-28414	367	44	estudo	estudo	PROPN
bracis-28414	367	45	das	das	PROPN
bracis-28414	367	46	abelhas	abelhas	PROPN
bracis-28414	367	47	(	(	PUNCT
bracis-28414	367	48	a.b.e.l.h.a	a.b.e.l.h.a	PROPN
bracis-28414	367	49	.	.	PUNCT
bracis-28414	367	50	https://abelha.org.br	https://abelha.org.br	PROPN
bracis-28414	367	51	)	)	PUNCT
bracis-28414	367	52	by	by	ADP
bracis-28414	367	53	the	the	DET
bracis-28414	367	54	data	datum	NOUN
bracis-28414	367	55	and	and	CCONJ
bracis-28414	367	56	videos	video	NOUN
bracis-28414	367	57	.	.	PUNCT
bracis-28414	368	1	people	people	NOUN
bracis-28414	368	2	who	who	PRON
bracis-28414	368	3	allowed	allow	VERB
bracis-28414	368	4	filmings	filming	NOUN
bracis-28414	368	5	on	on	ADP
bracis-28414	368	6	their	their	PRON
bracis-28414	368	7	properties	property	NOUN
bracis-28414	368	8	.	.	PUNCT
bracis-28414	369	1	to	to	ADP
bracis-28414	369	2	the	the	DET
bracis-28414	369	3	laboratório	laboratório	PROPN
bracis-28414	369	4	multiusuário	multiusuário	PROPN
bracis-28414	369	5	de	de	PROPN
bracis-28414	369	6	práticas	práticas	PROPN
bracis-28414	369	7	simuladas	simuladas	PROPN
bracis-28414	369	8	(	(	PUNCT
bracis-28414	369	9	lamps	lamp	NOUN
bracis-28414	369	10	https://lamps.medicina.ufop.br	https://lamps.medicina.ufop.br	VERB
bracis-28414	369	11	)	)	PUNCT
bracis-28414	369	12	and	and	CCONJ
bracis-28414	369	13	the	the	DET
bracis-28414	369	14	laboratório	laboratório	PROPN
bracis-28414	369	15	de	de	PROPN
bracis-28414	369	16	controle	controle	PROPN
bracis-28414	369	17	e	e	PROPN
bracis-28414	369	18	automação	automação	PROPN
bracis-28414	369	19	multiusuário	multiusuário	NOUN
bracis-28414	369	20	(	(	PUNCT
bracis-28414	369	21	labcam	labcam	NOUN
bracis-28414	369	22	)	)	PUNCT
bracis-28414	369	23	for	for	ADP
bracis-28414	369	24	the	the	DET
bracis-28414	369	25	infrastructure	infrastructure	NOUN
bracis-28414	369	26	and	and	CCONJ
bracis-28414	369	27	equipment	equipment	NOUN
bracis-28414	369	28	provided	provide	VERB
bracis-28414	369	29	.	.	PUNCT
bracis-28414	370	1	google	google	PROPN
bracis-28414	370	2	collaboratory	collaboratory	NOUN
bracis-28414	370	3	by	by	ADP
bracis-28414	370	4	the	the	DET
bracis-28414	370	5	technologies	technology	NOUN
bracis-28414	370	6	that	that	PRON
bracis-28414	370	7	make	make	VERB
bracis-28414	370	8	ai	ai	VERB
bracis-28414	370	9	research	research	NOUN
bracis-28414	370	10	possible	possible	ADJ
bracis-28414	370	11	with	with	ADP
bracis-28414	370	12	scarce	scarce	ADJ
bracis-28414	370	13	resources	resource	NOUN
bracis-28414	370	14	.	.	PUNCT
bracis-28414	371	1	to	to	ADP
bracis-28414	371	2	carlos	carlos	PROPN
bracis-28414	371	3	j.	j.	PROPN
bracis-28414	371	4	pereira	pereira	PROPN
bracis-28414	371	5	,	,	PUNCT
bracis-28414	371	6	eduardo	eduardo	PROPN
bracis-28414	371	7	carvalho	carvalho	PROPN
bracis-28414	371	8	,	,	PUNCT
bracis-28414	371	9	levi	levi	PROPN
bracis-28414	371	10	w.	w.	PROPN
bracis-28414	371	11	r.	r.	PROPN
bracis-28414	371	12	filho	filho	PROPN
bracis-28414	371	13	,	,	PUNCT
bracis-28414	371	14	and	and	CCONJ
bracis-28414	371	15	andré	andré	VERB
bracis-28414	371	16	a.	a.	NOUN
bracis-28414	371	17	santos	santos	PROPN
bracis-28414	371	18	(	(	PUNCT
bracis-28414	371	19	instituto	instituto	PROPN
bracis-28414	371	20	tecnológico	tecnológico	PROPN
bracis-28414	371	21	vale	vale	NOUN
bracis-28414	371	22	)	)	PUNCT
bracis-28414	371	23	along	along	ADP
bracis-28414	371	24	with	with	ADP
bracis-28414	371	25	diego	diego	PROPN
bracis-28414	371	26	m.	m.	PROPN
bracis-28414	371	27	alberto	alberto	PROPN
bracis-28414	371	28	(	(	PUNCT
bracis-28414	371	29	efí	efí	PROPN
bracis-28414	371	30	)	)	PUNCT
bracis-28414	371	31	for	for	ADP
bracis-28414	371	32	their	their	PRON
bracis-28414	371	33	support	support	NOUN
bracis-28414	371	34	with	with	ADP
bracis-28414	371	35	the	the	DET
bracis-28414	371	36	computational	computational	ADJ
bracis-28414	371	37	methods	method	NOUN
bracis-28414	371	38	.	.	PUNCT
bracis-28414	372	1	this	this	DET
bracis-28414	372	2	research	research	NOUN
bracis-28414	372	3	received	receive	VERB
bracis-28414	372	4	financial	financial	ADJ
bracis-28414	372	5	support	support	NOUN
bracis-28414	372	6	from	from	ADP
bracis-28414	372	7	the	the	DET
bracis-28414	372	8	coordenação	coordenação	NOUN
bracis-28414	372	9	de	de	PROPN
bracis-28414	372	10	aperfeiçoamento	aperfeiçoamento	PROPN
bracis-28414	372	11	de	de	X
bracis-28414	372	12	pessoal	pessoal	PROPN
bracis-28414	372	13	de	de	PROPN
bracis-28414	372	14	nível	nível	PROPN
bracis-28414	372	15	superior	superior	PROPN
bracis-28414	372	16	brazil	brazil	PROPN
bracis-28414	372	17	(	(	PUNCT
bracis-28414	372	18	capes	cape	NOUN
bracis-28414	372	19	)	)	PUNCT
bracis-28414	372	20	financing	financing	NOUN
bracis-28414	372	21	code	code	NOUN
bracis-28414	372	22	001	001	NOUN
bracis-28414	372	23	.	.	PUNCT
bracis-28414	373	1	author	author	NOUN
bracis-28414	373	2	information	information	NOUN
bracis-28414	373	3	authors	author	NOUN
bracis-28414	373	4	and	and	CCONJ
bracis-28414	373	5	affiliations	affiliation	NOUN
bracis-28414	373	6	programa	programa	PROPN
bracis-28414	373	7	de	de	PROPN
bracis-28414	373	8	pós	pós	PROPN
bracis-28414	373	9	-	-	PUNCT
bracis-28414	373	10	graduação	graduação	NOUN
bracis-28414	373	11	em	em	PROPN
bracis-28414	373	12	ciência	ciência	PROPN
bracis-28414	373	13	da	da	X
bracis-28414	373	14	computação	computação	PROPN
bracis-28414	373	15	–	–	PUNCT
bracis-28414	373	16	universidade	universidade	PROPN
bracis-28414	373	17	federal	federal	PROPN
bracis-28414	373	18	de	de	PROPN
bracis-28414	373	19	ouro	ouro	PROPN
bracis-28414	373	20	preto	preto	PROPN
bracis-28414	373	21	(	(	PUNCT
bracis-28414	373	22	ufop	ufop	NOUN
bracis-28414	373	23	)	)	PUNCT
bracis-28414	373	24	,	,	PUNCT
bracis-28414	373	25	ouro	ouro	PROPN
bracis-28414	373	26	preto	preto	PROPN
bracis-28414	373	27	,	,	PUNCT
bracis-28414	373	28	mg	mg	PROPN
bracis-28414	373	29	,	,	PUNCT
bracis-28414	373	30	brazil	brazil	PROPN
bracis-28414	373	31	rodolfo	rodolfo	PROPN
bracis-28414	373	32	r.	r.	PROPN
bracis-28414	373	33	v.	v.	PROPN
bracis-28414	373	34	leocádio	leocádio	PROPN
bracis-28414	373	35	,	,	PUNCT
bracis-28414	373	36	 	 	SPACE
bracis-28414	373	37	alan	alan	PROPN
bracis-28414	373	38	kardek	kardek	PROPN
bracis-28414	373	39	rêgo	rêgo	PROPN
bracis-28414	373	40	segundo	segundo	NOUN
bracis-28414	373	41	 	 	SPACE
bracis-28414	373	42	&	&	CCONJ
bracis-28414	373	43	 	 	SPACE
bracis-28414	373	44	gustavo	gustavo	PROPN
bracis-28414	373	45	pessin	pessin	PROPN
bracis-28414	373	46	instituto	instituto	PROPN
bracis-28414	373	47	tecnológico	tecnológico	PROPN
bracis-28414	373	48	vale	vale	ADJ
bracis-28414	373	49	–	–	PUNCT
bracis-28414	373	50	mineração	mineração	NOUN
bracis-28414	373	51	,	,	PUNCT
bracis-28414	373	52	ouro	ouro	PROPN
bracis-28414	373	53	preto	preto	PROPN
bracis-28414	373	54	,	,	PUNCT
bracis-28414	373	55	mg	mg	PROPN
bracis-28414	373	56	,	,	PUNCT
bracis-28414	373	57	brazil	brazil	PROPN
bracis-28414	373	58	alan	alan	PROPN
bracis-28414	373	59	kardek	kardek	PROPN
bracis-28414	373	60	rêgo	rêgo	PROPN
bracis-28414	373	61	segundo	segundo	NOUN
bracis-28414	373	62	 	 	SPACE
bracis-28414	373	63	&	&	CCONJ
bracis-28414	373	64	 	 	SPACE
bracis-28414	373	65	gustavo	gustavo	PROPN
bracis-28414	373	66	pessin	pessin	PROPN
bracis-28414	373	67	authors	author	NOUN
bracis-28414	373	68	rodolfo	rodolfo	PROPN
bracis-28414	373	69	r.	r.	PROPN
bracis-28414	373	70	v.	v.	PROPN
bracis-28414	373	71	leocádioview	leocádioview	PROPN
bracis-28414	373	72	author	author	NOUN
bracis-28414	373	73	publications	publication	NOUN
bracis-28414	373	74	search	search	NOUN
bracis-28414	373	75	author	author	NOUN
bracis-28414	373	76	on	on	ADP
bracis-28414	373	77	:	:	PUNCT
bracis-28414	373	78	pubmed	pubmed	PROPN
bracis-28414	373	79	 	 	SPACE
bracis-28414	373	80	google	google	PROPN
bracis-28414	373	81	scholar	scholar	PROPN
bracis-28414	373	82	alan	alan	PROPN
bracis-28414	373	83	kardek	kardek	PROPN
bracis-28414	373	84	rêgo	rêgo	PROPN
bracis-28414	373	85	segundoview	segundoview	PROPN
bracis-28414	373	86	author	author	NOUN
bracis-28414	373	87	publications	publication	NOUN
bracis-28414	373	88	search	search	NOUN
bracis-28414	373	89	author	author	NOUN
bracis-28414	373	90	on	on	ADP
bracis-28414	373	91	:	:	PUNCT
bracis-28414	373	92	pubmed	pubmed	PROPN
bracis-28414	373	93	 	 	SPACE
bracis-28414	373	94	google	google	PROPN
bracis-28414	373	95	scholar	scholar	NOUN
bracis-28414	373	96	gustavo	gustavo	PROPN
bracis-28414	373	97	pessinview	pessinview	PROPN
bracis-28414	373	98	author	author	NOUN
bracis-28414	373	99	publications	publication	NOUN
bracis-28414	373	100	search	search	NOUN
bracis-28414	373	101	author	author	NOUN
bracis-28414	373	102	on	on	ADP
bracis-28414	373	103	:	:	PUNCT
bracis-28414	373	104	pubmed	pubmed	PROPN
bracis-28414	373	105	 	 	SPACE
bracis-28414	373	106	google	google	PROPN
bracis-28414	373	107	scholar	scholar	NOUN
bracis-28414	373	108	corresponding	correspond	VERB
bracis-28414	373	109	author	author	NOUN
bracis-28414	373	110	correspondence	correspondence	NOUN
bracis-28414	373	111	to	to	ADP
bracis-28414	373	112	rodolfo	rodolfo	PROPN
bracis-28414	373	113	r.	r.	PROPN
bracis-28414	373	114	v.	v.	PROPN
bracis-28414	373	115	leocádio	leocádio	PROPN
bracis-28414	373	116	.	.	PUNCT
bracis-28414	374	1	editor	editor	NOUN
bracis-28414	374	2	information	information	NOUN
bracis-28414	374	3	editors	editor	NOUN
bracis-28414	374	4	and	and	CCONJ
bracis-28414	374	5	affiliations	affiliation	NOUN
bracis-28414	374	6	federal	federal	PROPN
bracis-28414	374	7	university	university	PROPN
bracis-28414	374	8	of	of	ADP
bracis-28414	374	9	são	são	PROPN
bracis-28414	374	10	carlos	carlos	PROPN
bracis-28414	374	11	,	,	PUNCT
bracis-28414	374	12	são	são	PROPN
bracis-28414	374	13	carlos	carlos	PROPN
bracis-28414	374	14	,	,	PUNCT
bracis-28414	374	15	brazil	brazil	PROPN
bracis-28414	374	16	murilo	murilo	PROPN
bracis-28414	374	17	c.	c.	PROPN
bracis-28414	374	18	naldi	naldi	PROPN
bracis-28414	374	19	centro	centro	PROPN
bracis-28414	374	20	universitario	universitario	PROPN
bracis-28414	374	21	da	da	PROPN
bracis-28414	374	22	fei	fei	PROPN
bracis-28414	374	23	,	,	PUNCT
bracis-28414	374	24	são	são	PROPN
bracis-28414	374	25	bernardo	bernardo	PROPN
bracis-28414	374	26	do	do	AUX
bracis-28414	374	27	campo	campo	PROPN
bracis-28414	374	28	,	,	PUNCT
bracis-28414	374	29	brazil	brazil	PROPN
bracis-28414	374	30	reinaldo	reinaldo	PROPN
bracis-28414	374	31	a.	a.	PROPN
bracis-28414	374	32	c.	c.	PROPN
bracis-28414	374	33	bianchi	bianchi	PROPN
bracis-28414	374	34	rights	right	NOUN
bracis-28414	374	35	and	and	CCONJ
bracis-28414	374	36	permissions	permission	NOUN
bracis-28414	374	37	reprints	reprint	NOUN
bracis-28414	374	38	and	and	CCONJ
bracis-28414	374	39	permissions	permission	VERB
bracis-28414	374	40	copyright	copyright	NOUN
bracis-28414	374	41	information	information	NOUN
bracis-28414	374	42	©	©	ADP
bracis-28414	374	43	2023	2023	NUM
bracis-28414	374	44	the	the	DET
bracis-28414	374	45	author(s	author(s	NOUN
bracis-28414	374	46	)	)	PUNCT
bracis-28414	374	47	,	,	PUNCT
bracis-28414	374	48	under	under	ADP
bracis-28414	374	49	exclusive	exclusive	ADJ
bracis-28414	374	50	license	license	NOUN
bracis-28414	374	51	to	to	ADP
bracis-28414	374	52	springer	springer	NOUN
bracis-28414	374	53	nature	nature	PROPN
bracis-28414	374	54	switzerland	switzerland	PROPN
bracis-28414	374	55	ag	ag	PROPN
bracis-28414	374	56	about	about	ADP
bracis-28414	374	57	this	this	DET
bracis-28414	374	58	paper	paper	NOUN
bracis-28414	374	59	cite	cite	VERB
bracis-28414	374	60	this	this	DET
bracis-28414	374	61	paper	paper	NOUN
bracis-28414	374	62	leocádio	leocádio	NOUN
bracis-28414	374	63	,	,	PUNCT
bracis-28414	374	64	r.r.v	r.r.v	NOUN
bracis-28414	374	65	.	.	PUNCT
bracis-28414	374	66	,	,	PUNCT
bracis-28414	374	67	segundo	segundo	NOUN
bracis-28414	374	68	,	,	PUNCT
bracis-28414	374	69	a.k.r	a.k.r	ADJ
bracis-28414	374	70	.	.	PROPN
bracis-28414	374	71	,	,	PUNCT
bracis-28414	374	72	pessin	pessin	NOUN
bracis-28414	374	73	,	,	PUNCT
bracis-28414	374	74	g.	g.	PROPN
bracis-28414	374	75	(	(	PUNCT
bracis-28414	374	76	2023	2023	NUM
bracis-28414	374	77	)	)	PUNCT
bracis-28414	374	78	.	.	PUNCT
bracis-28414	375	1	multiple	multiple	ADJ
bracis-28414	375	2	object	object	NOUN
bracis-28414	375	3	tracking	tracking	NOUN
bracis-28414	375	4	in	in	ADP
bracis-28414	375	5	native	native	ADJ
bracis-28414	375	6	bee	bee	PROPN
bracis-28414	375	7	hives	hive	VERB
bracis-28414	375	8	:	:	PUNCT
bracis-28414	375	9	a	a	DET
bracis-28414	375	10	case	case	NOUN
bracis-28414	375	11	study	study	NOUN
bracis-28414	375	12	with	with	ADP
bracis-28414	375	13	jataí	jataí	NOUN
bracis-28414	375	14	in	in	ADP
bracis-28414	375	15	the	the	DET
bracis-28414	375	16	field	field	NOUN
bracis-28414	375	17	.	.	PUNCT
bracis-28414	376	1	in	in	ADP
bracis-28414	376	2	:	:	PUNCT
bracis-28414	376	3	naldi	naldi	PROPN
bracis-28414	376	4	,	,	PUNCT
bracis-28414	376	5	m.c	m.c	PROPN
bracis-28414	376	6	.	.	PROPN
bracis-28414	376	7	,	,	PUNCT
bracis-28414	376	8	bianchi	bianchi	PROPN
bracis-28414	376	9	,	,	PUNCT
bracis-28414	376	10	r.a.c	r.a.c	ADP
bracis-28414	376	11	.	.	PUNCT
bracis-28414	376	12	(	(	PUNCT
bracis-28414	376	13	eds	ed	NOUN
bracis-28414	376	14	)	)	PUNCT
bracis-28414	376	15	intelligent	intelligent	ADJ
bracis-28414	376	16	systems	system	NOUN
bracis-28414	376	17	.	.	PUNCT
bracis-28414	377	1	bracis	bracis	PROPN
bracis-28414	377	2	2023	2023	NUM
bracis-28414	377	3	.	.	PUNCT
bracis-28414	378	1	lecture	lecture	NOUN
bracis-28414	378	2	notes	note	NOUN
bracis-28414	378	3	in	in	ADP
bracis-28414	378	4	computer	computer	NOUN
bracis-28414	378	5	science	science	NOUN
bracis-28414	378	6	(	(	PUNCT
bracis-28414	378	7	)	)	PUNCT
bracis-28414	378	8	,	,	PUNCT
bracis-28414	378	9	vol	vol	NOUN
bracis-28414	378	10	14197	14197	NUM
bracis-28414	378	11	.	.	PUNCT
bracis-28414	379	1	springer	springer	NOUN
bracis-28414	379	2	,	,	PUNCT
bracis-28414	379	3	cham	cham	PROPN
bracis-28414	379	4	.	.	PUNCT
bracis-28414	380	1	https://doi.org/10.1007/978-3-031-45392-2_12	https://doi.org/10.1007/978-3-031-45392-2_12	PROPN
bracis-28414	380	2	download	download	NOUN
bracis-28414	380	3	citation	citation	NOUN
bracis-28414	380	4	.ris	.ris	PUNCT
bracis-28414	380	5	.enw	.enw	PROPN
bracis-28414	380	6	.bib	.bib	PUNCT
bracis-28414	381	1	doi	doi	PROPN
bracis-28414	381	2	:	:	PUNCT
bracis-28414	381	3	https://doi.org/10.1007/978-3-031-45392-2_12	https://doi.org/10.1007/978-3-031-45392-2_12	NOUN
bracis-28414	381	4	published	publish	VERB
bracis-28414	381	5	:	:	PUNCT
bracis-28414	381	6	12	12	NUM
bracis-28414	381	7	october	october	PROPN
bracis-28414	381	8	2023	2023	NUM
bracis-28414	381	9	publisher	publisher	NOUN
bracis-28414	381	10	name	name	NOUN
bracis-28414	381	11	:	:	PUNCT
bracis-28414	381	12	springer	springer	NOUN
bracis-28414	381	13	,	,	PUNCT
bracis-28414	381	14	cham	cham	PROPN
bracis-28414	381	15	print	print	PROPN
bracis-28414	381	16	isbn	isbn	PROPN
bracis-28414	381	17	:	:	PUNCT
bracis-28414	381	18	978	978	NUM
bracis-28414	381	19	-	-	SYM
bracis-28414	381	20	3	3	NUM
bracis-28414	381	21	-	-	PUNCT
bracis-28414	381	22	031	031	NUM
bracis-28414	381	23	-	-	PUNCT
bracis-28414	381	24	45391	45391	NUM
bracis-28414	381	25	-	-	SYM
bracis-28414	381	26	5	5	NUM
bracis-28414	381	27	online	online	ADJ
bracis-28414	381	28	isbn	isbn	NOUN
bracis-28414	381	29	:	:	PUNCT
bracis-28414	381	30	978	978	NUM
bracis-28414	381	31	-	-	SYM
bracis-28414	381	32	3	3	NUM
bracis-28414	381	33	-	-	PUNCT
bracis-28414	381	34	031	031	NUM
bracis-28414	381	35	-	-	PUNCT
bracis-28414	381	36	45392	45392	NUM
bracis-28414	381	37	-	-	SYM
bracis-28414	381	38	2	2	NUM
bracis-28414	381	39	ebook	ebook	NOUN
bracis-28414	381	40	packages	package	NOUN
bracis-28414	381	41	:	:	PUNCT
bracis-28414	381	42	computer	computer	NOUN
bracis-28414	381	43	sciencecomputer	sciencecomputer	NOUN
bracis-28414	381	44	science	science	NOUN
bracis-28414	381	45	(	(	PUNCT
bracis-28414	381	46	r0	r0	NOUN
bracis-28414	381	47	)	)	PUNCT
bracis-28414	381	48	share	share	VERB
bracis-28414	381	49	this	this	DET
bracis-28414	381	50	paper	paper	NOUN
bracis-28414	381	51	anyone	anyone	PRON
bracis-28414	381	52	you	you	PRON
bracis-28414	381	53	share	share	VERB
bracis-28414	381	54	the	the	DET
bracis-28414	381	55	following	follow	VERB
bracis-28414	381	56	link	link	NOUN
bracis-28414	381	57	with	with	ADP
bracis-28414	381	58	will	will	AUX
bracis-28414	381	59	be	be	AUX
bracis-28414	381	60	able	able	ADJ
bracis-28414	381	61	to	to	PART
bracis-28414	381	62	read	read	VERB
bracis-28414	381	63	this	this	DET
bracis-28414	381	64	content	content	NOUN
bracis-28414	381	65	:	:	PUNCT
bracis-28414	381	66	get	get	VERB
bracis-28414	381	67	shareable	shareable	ADJ
bracis-28414	381	68	linksorry	linksorry	NOUN
bracis-28414	381	69	,	,	PUNCT
bracis-28414	381	70	a	a	DET
bracis-28414	381	71	shareable	shareable	ADJ
bracis-28414	381	72	link	link	NOUN
bracis-28414	381	73	is	be	AUX
bracis-28414	381	74	not	not	PART
bracis-28414	381	75	currently	currently	ADV
bracis-28414	381	76	available	available	ADJ
bracis-28414	381	77	for	for	ADP
bracis-28414	381	78	this	this	DET
bracis-28414	381	79	article	article	NOUN
bracis-28414	381	80	.	.	PUNCT
bracis-28414	382	1	copy	copy	VERB
bracis-28414	382	2	shareable	shareable	ADJ
bracis-28414	382	3	link	link	NOUN
bracis-28414	382	4	to	to	PART
bracis-28414	382	5	clipboard	clipboard	NOUN
bracis-28414	382	6	provided	provide	VERB
bracis-28414	382	7	by	by	ADP
bracis-28414	382	8	the	the	DET
bracis-28414	382	9	springer	springer	NOUN
bracis-28414	382	10	nature	nature	PROPN
bracis-28414	382	11	sharedit	sharedit	PROPN
bracis-28414	382	12	content	content	NOUN
bracis-28414	382	13	-	-	PUNCT
bracis-28414	382	14	sharing	share	VERB
bracis-28414	382	15	initiative	initiative	NOUN
bracis-28414	382	16	keywords	keyword	NOUN
bracis-28414	382	17	computer	computer	NOUN
bracis-28414	382	18	vision	vision	NOUN
bracis-28414	382	19	tracking	track	VERB
bracis-28414	382	20	native	native	ADJ
bracis-28414	382	21	bees	bee	NOUN
bracis-28414	382	22	optical	optical	ADJ
bracis-28414	382	23	flow	flow	NOUN
bracis-28414	382	24	publish	publish	NOUN
bracis-28414	382	25	with	with	ADP
bracis-28414	382	26	us	us	PROPN
bracis-28414	382	27	policies	policy	NOUN
bracis-28414	382	28	and	and	CCONJ
bracis-28414	382	29	ethics	ethic	NOUN
bracis-28414	382	30	profiles	profile	NOUN
bracis-28414	382	31	alan	alan	PROPN
bracis-28414	382	32	kardek	kardek	PROPN
bracis-28414	383	1	rêgo	rêgo	PROPN
bracis-28414	383	2	segundo	segundo	ADJ
bracis-28414	383	3	view	view	NOUN
bracis-28414	383	4	author	author	NOUN
bracis-28414	383	5	profile	profile	NOUN
bracis-28414	383	6	search	search	NOUN
bracis-28414	383	7	search	search	NOUN
bracis-28414	383	8	by	by	ADP
bracis-28414	383	9	keyword	keyword	NOUN
bracis-28414	383	10	or	or	CCONJ
bracis-28414	383	11	author	author	NOUN
bracis-28414	383	12	search	search	NOUN
bracis-28414	383	13	navigation	navigation	NOUN
bracis-28414	383	14	find	find	VERB
bracis-28414	383	15	a	a	DET
bracis-28414	383	16	journal	journal	NOUN
bracis-28414	383	17	publish	publish	VERB
bracis-28414	383	18	with	with	ADP
bracis-28414	383	19	us	we	PRON
bracis-28414	383	20	track	track	VERB
bracis-28414	383	21	your	your	PRON
bracis-28414	383	22	research	research	NOUN
bracis-28414	383	23	discover	discover	VERB
bracis-28414	383	24	content	content	NOUN
bracis-28414	383	25	journals	journal	NOUN
bracis-28414	383	26	a	a	DET
bracis-28414	383	27	-	-	PUNCT
bracis-28414	383	28	z	z	NOUN
bracis-28414	383	29	books	book	NOUN
bracis-28414	383	30	a	a	DET
bracis-28414	383	31	-	-	PUNCT
bracis-28414	383	32	z	z	NOUN
bracis-28414	383	33	publish	publish	NOUN
bracis-28414	383	34	with	with	ADP
bracis-28414	383	35	us	us	PROPN
bracis-28414	383	36	journal	journal	PROPN
bracis-28414	383	37	finder	finder	PROPN
bracis-28414	383	38	publish	publish	VERB
bracis-28414	383	39	your	your	PRON
bracis-28414	383	40	research	research	NOUN
bracis-28414	383	41	language	language	NOUN
bracis-28414	383	42	editing	edit	VERB
bracis-28414	383	43	open	open	ADJ
bracis-28414	383	44	access	access	NOUN
bracis-28414	383	45	publishing	publishing	NOUN
bracis-28414	383	46	products	product	NOUN
bracis-28414	383	47	and	and	CCONJ
bracis-28414	383	48	services	service	NOUN
bracis-28414	383	49	our	our	PRON
bracis-28414	383	50	products	product	NOUN
bracis-28414	383	51	librarians	librarian	VERB
bracis-28414	383	52	societies	society	NOUN
bracis-28414	383	53	partners	partner	NOUN
bracis-28414	383	54	and	and	CCONJ
bracis-28414	383	55	advertisers	advertiser	NOUN
bracis-28414	383	56	our	our	PRON
bracis-28414	383	57	brands	brand	NOUN
bracis-28414	383	58	springer	springer	NOUN
bracis-28414	383	59	nature	nature	PROPN
bracis-28414	383	60	portfolio	portfolio	PROPN
bracis-28414	383	61	bmc	bmc	PROPN
bracis-28414	383	62	palgrave	palgrave	PROPN
bracis-28414	383	63	macmillan	macmillan	PROPN
bracis-28414	383	64	apress	apress	PROPN
bracis-28414	383	65	discover	discover	VERB
bracis-28414	383	66	your	your	PRON
bracis-28414	383	67	privacy	privacy	NOUN
bracis-28414	383	68	choices	choice	NOUN
bracis-28414	383	69	/	/	SYM
bracis-28414	383	70	manage	manage	NOUN
bracis-28414	383	71	cookies	cookie	NOUN
bracis-28414	383	72	your	your	PRON
bracis-28414	383	73	us	us	PROPN
bracis-28414	384	1	state	state	NOUN
bracis-28414	384	2	privacy	privacy	NOUN
bracis-28414	384	3	rights	right	NOUN
bracis-28414	384	4	accessibility	accessibility	NOUN
bracis-28414	384	5	statement	statement	NOUN
bracis-28414	384	6	terms	term	NOUN
bracis-28414	384	7	and	and	CCONJ
bracis-28414	384	8	conditions	condition	NOUN
bracis-28414	384	9	privacy	privacy	NOUN
bracis-28414	384	10	policy	policy	NOUN
bracis-28414	384	11	help	help	NOUN
bracis-28414	384	12	and	and	CCONJ
bracis-28414	384	13	support	support	VERB
bracis-28414	384	14	legal	legal	ADJ
bracis-28414	384	15	notice	notice	NOUN
bracis-28414	384	16	cancel	cancel	VERB
bracis-28414	384	17	contracts	contract	NOUN
bracis-28414	384	18	here	here	ADV
bracis-28414	384	19	129.74.145.123	129.74.145.123	NUM
bracis-28414	384	20	hesburgh	hesburgh	PROPN
bracis-28414	384	21	library	library	PROPN
bracis-28414	384	22	er	er	INTJ
bracis-28414	384	23	unit	unit	NOUN
bracis-28414	384	24	(	(	PUNCT
bracis-28414	384	25	3005732405	3005732405	NUM
bracis-28414	384	26	)	)	PUNCT
bracis-28414	384	27	northeast	northeast	ADJ
bracis-28414	384	28	research	research	NOUN
bracis-28414	384	29	libraries	library	NOUN
bracis-28414	384	30	(	(	PUNCT
bracis-28414	384	31	nerl	nerl	PROPN
bracis-28414	384	32	)	)	PUNCT
bracis-28414	384	33	(	(	PUNCT
bracis-28414	384	34	8200828607	8200828607	NUM
bracis-28414	384	35	)	)	PUNCT
bracis-28414	384	36	nerl	nerl	VERB
bracis-28414	384	37	ta	ta	X
bracis-28414	384	38	account	account	NOUN
bracis-28414	384	39	(	(	PUNCT
bracis-28414	384	40	3006206169	3006206169	NUM
bracis-28414	384	41	)	)	PUNCT
bracis-28414	384	42	university	university	NOUN
bracis-28414	384	43	of	of	ADP
bracis-28414	384	44	notre	notre	PROPN
bracis-28414	384	45	dame	dame	PROPN
bracis-28414	384	46	hesburgh	hesburgh	PROPN
bracis-28414	384	47	library	library	NOUN
bracis-28414	384	48	(	(	PUNCT
bracis-28414	384	49	3000184373	3000184373	NUM
bracis-28414	384	50	)	)	PUNCT
bracis-28414	385	1	©	©	ADP
bracis-28414	385	2	2025	2025	NUM
bracis-28414	385	3	springer	springer	NOUN
bracis-28414	385	4	nature	nature	NOUN