id	sid	tid	token	lemma	pos
fcis-15745	1	1	frontiers	frontier	NOUN
fcis-15745	1	2	in	in	ADP
fcis-15745	1	3	computing	computing	NOUN
fcis-15745	1	4	and	and	CCONJ
fcis-15745	1	5	intelligent	intelligent	ADJ
fcis-15745	1	6	systems	system	NOUN
fcis-15745	1	7	issn	issn	VERB
fcis-15745	1	8	:	:	PUNCT
fcis-15745	1	9	2832	2832	NUM
fcis-15745	1	10	-	-	SYM
fcis-15745	1	11	6024	6024	NUM
fcis-15745	1	12	|	|	NOUN
fcis-15745	1	13	vol	vol	NOUN
fcis-15745	1	14	.	.	PROPN
fcis-15745	2	1	6	6	NUM
fcis-15745	2	2	,	,	PUNCT
fcis-15745	2	3	no	no	INTJ
fcis-15745	2	4	.	.	NOUN
fcis-15745	2	5	3	3	NUM
fcis-15745	2	6	,	,	PUNCT
fcis-15745	2	7	2023	2023	NUM
fcis-15745	2	8	4	4	NUM
fcis-15745	2	9	research	research	NOUN
fcis-15745	2	10	on	on	ADP
fcis-15745	2	11	convolution	convolution	NOUN
fcis-15745	2	12	neural	neural	ADJ
fcis-15745	2	13	network	network	NOUN
fcis-15745	2	14	for	for	ADP
fcis-15745	2	15	object	object	NOUN
fcis-15745	2	16	detection	detection	NOUN
fcis-15745	2	17	and	and	CCONJ
fcis-15745	2	18	recognition	recognition	NOUN
fcis-15745	2	19	tran	tran	PROPN
fcis-15745	2	20	anh	anh	PROPN
fcis-15745	2	21	tu	tu	PROPN
fcis-15745	3	1	*	*	PROPN
fcis-15745	3	2	,	,	PUNCT
fcis-15745	3	3	pham	pham	PROPN
fcis-15745	3	4	thi	thi	PROPN
fcis-15745	3	5	phuong	phuong	PROPN
fcis-15745	3	6	institute	institute	PROPN
fcis-15745	3	7	of	of	ADP
fcis-15745	3	8	information	information	NOUN
fcis-15745	3	9	technology	technology	PROPN
fcis-15745	3	10	,	,	PUNCT
fcis-15745	3	11	hanoi	hanoi	PROPN
fcis-15745	3	12	pedagogical	pedagogical	PROPN
fcis-15745	3	13	university	university	PROPN
fcis-15745	3	14	2	2	NUM
fcis-15745	3	15	,	,	PUNCT
fcis-15745	3	16	hanoi	hanoi	PROPN
fcis-15745	3	17	,	,	PUNCT
fcis-15745	3	18	vietnam	vietnam	PROPN
fcis-15745	3	19	*	*	PUNCT
fcis-15745	3	20	corresponding	correspond	VERB
fcis-15745	3	21	author	author	NOUN
fcis-15745	3	22	:	:	PUNCT
fcis-15745	3	23	tran	tran	PROPN
fcis-15745	3	24	anh	anh	PROPN
fcis-15745	3	25	tu	tu	PROPN
fcis-15745	3	26	abstract	abstract	NOUN
fcis-15745	3	27	:	:	PUNCT
fcis-15745	3	28	the	the	DET
fcis-15745	3	29	state	state	NOUN
fcis-15745	3	30	-	-	PUNCT
fcis-15745	3	31	of	of	ADP
fcis-15745	3	32	-	-	PUNCT
fcis-15745	3	33	the	the	DET
fcis-15745	3	34	-	-	PUNCT
fcis-15745	3	35	art	art	NOUN
fcis-15745	3	36	object	object	NOUN
fcis-15745	3	37	detection	detection	NOUN
fcis-15745	3	38	networks	network	NOUN
fcis-15745	3	39	for	for	ADP
fcis-15745	3	40	natural	natural	ADJ
fcis-15745	3	41	images	image	NOUN
fcis-15745	3	42	have	have	AUX
fcis-15745	3	43	recently	recently	ADV
fcis-15745	3	44	demonstrated	demonstrate	VERB
fcis-15745	3	45	impressive	impressive	ADJ
fcis-15745	3	46	performances	performance	NOUN
fcis-15745	3	47	.	.	PUNCT
fcis-15745	4	1	however	however	ADV
fcis-15745	4	2	,	,	PUNCT
fcis-15745	4	3	the	the	DET
fcis-15745	4	4	complexity	complexity	NOUN
fcis-15745	4	5	of	of	ADP
fcis-15745	4	6	object	object	NOUN
fcis-15745	4	7	’s	’s	PART
fcis-15745	4	8	shape	shape	NOUN
fcis-15745	4	9	and	and	CCONJ
fcis-15745	4	10	orientation	orientation	NOUN
fcis-15745	4	11	exposes	expose	VERB
fcis-15745	4	12	the	the	DET
fcis-15745	4	13	limited	limited	ADJ
fcis-15745	4	14	capacity	capacity	NOUN
fcis-15745	4	15	of	of	ADP
fcis-15745	4	16	these	these	DET
fcis-15745	4	17	networks	network	NOUN
fcis-15745	4	18	for	for	ADP
fcis-15745	4	19	strip	strip	NOUN
fcis-15745	4	20	-	-	PUNCT
fcis-15745	4	21	like	like	NOUN
fcis-15745	4	22	rotated	rotate	VERB
fcis-15745	4	23	assembled	assemble	VERB
fcis-15745	4	24	object	object	NOUN
fcis-15745	4	25	detection	detection	NOUN
fcis-15745	4	26	which	which	PRON
fcis-15745	4	27	are	be	AUX
fcis-15745	4	28	common	common	ADJ
fcis-15745	4	29	in	in	ADP
fcis-15745	4	30	any	any	DET
fcis-15745	4	31	dataset	dataset	NOUN
fcis-15745	4	32	as	as	ADV
fcis-15745	4	33	well	well	ADV
fcis-15745	4	34	as	as	ADP
fcis-15745	4	35	real	real	ADJ
fcis-15745	4	36	images	image	NOUN
fcis-15745	4	37	.	.	PUNCT
fcis-15745	5	1	in	in	ADP
fcis-15745	5	2	this	this	DET
fcis-15745	5	3	project	project	NOUN
fcis-15745	5	4	,	,	PUNCT
fcis-15745	5	5	i	i	PRON
fcis-15745	5	6	embrace	embrace	VERB
fcis-15745	5	7	this	this	DET
fcis-15745	5	8	observation	observation	NOUN
fcis-15745	5	9	and	and	CCONJ
fcis-15745	5	10	introduce	introduce	VERB
fcis-15745	5	11	the	the	DET
fcis-15745	5	12	faster	fast	ADV
fcis-15745	5	13	rotated	rotate	VERB
fcis-15745	5	14	region	region	NOUN
fcis-15745	5	15	-	-	PUNCT
fcis-15745	5	16	based	base	VERB
fcis-15745	5	17	convolutional	convolutional	ADJ
fcis-15745	5	18	neural	neural	ADJ
fcis-15745	5	19	network	network	NOUN
fcis-15745	5	20	(	(	PUNCT
fcis-15745	5	21	faster	faster	X
fcis-15745	5	22	rr	rr	PROPN
fcis-15745	5	23	-	-	PUNCT
fcis-15745	5	24	cnn	cnn	PROPN
fcis-15745	5	25	)	)	PUNCT
fcis-15745	5	26	,	,	PUNCT
fcis-15745	5	27	which	which	PRON
fcis-15745	5	28	can	can	AUX
fcis-15745	5	29	learn	learn	VERB
fcis-15745	5	30	and	and	CCONJ
fcis-15745	5	31	accurately	accurately	ADV
fcis-15745	5	32	extract	extract	VERB
fcis-15745	5	33	features	feature	NOUN
fcis-15745	5	34	of	of	ADP
fcis-15745	5	35	rotated	rotate	VERB
fcis-15745	5	36	regions	region	NOUN
fcis-15745	5	37	and	and	CCONJ
fcis-15745	5	38	arbitrary	arbitrary	ADJ
fcis-15745	5	39	-	-	PUNCT
fcis-15745	5	40	oriented	orient	VERB
fcis-15745	5	41	objects	object	NOUN
fcis-15745	5	42	precisely	precisely	ADV
fcis-15745	5	43	.	.	PUNCT
fcis-15745	6	1	in	in	ADP
fcis-15745	6	2	comparison	comparison	NOUN
fcis-15745	6	3	with	with	ADP
fcis-15745	6	4	the	the	DET
fcis-15745	6	5	classic	classic	ADJ
fcis-15745	6	6	faster	fast	ADJ
fcis-15745	6	7	rcnn	rcnn	NOUN
fcis-15745	6	8	,	,	PUNCT
fcis-15745	6	9	faster	fast	ADJ
fcis-15745	6	10	rr	rr	PROPN
fcis-15745	6	11	-	-	PUNCT
fcis-15745	6	12	cnn	cnn	PROPN
fcis-15745	6	13	has	have	VERB
fcis-15745	6	14	three	three	NUM
fcis-15745	6	15	important	important	ADJ
fcis-15745	6	16	new	new	ADJ
fcis-15745	6	17	components	component	NOUN
fcis-15745	6	18	including	include	VERB
fcis-15745	6	19	a	a	DET
fcis-15745	6	20	skew	skew	ADJ
fcis-15745	6	21	non	non	ADJ
fcis-15745	6	22	-	-	ADJ
fcis-15745	6	23	maximum	maximum	ADJ
fcis-15745	6	24	suppression	suppression	NOUN
fcis-15745	6	25	,	,	PUNCT
fcis-15745	6	26	a	a	DET
fcis-15745	6	27	rotated	rotate	VERB
fcis-15745	6	28	bounding	bounding	NOUN
fcis-15745	6	29	box	box	NOUN
fcis-15745	6	30	regression	regression	NOUN
fcis-15745	6	31	model	model	NOUN
fcis-15745	6	32	and	and	CCONJ
fcis-15745	6	33	a	a	DET
fcis-15745	6	34	rotated	rotated	ADJ
fcis-15745	6	35	region	region	NOUN
fcis-15745	6	36	of	of	ADP
fcis-15745	6	37	interest	interest	NOUN
fcis-15745	6	38	(	(	PUNCT
fcis-15745	6	39	rroi	rroi	NOUN
fcis-15745	6	40	)	)	PUNCT
fcis-15745	6	41	pooling	pool	VERB
fcis-15745	6	42	layer	layer	NOUN
fcis-15745	6	43	.	.	PUNCT
fcis-15745	7	1	i	i	PRON
fcis-15745	7	2	conduct	conduct	VERB
fcis-15745	7	3	experiments	experiment	NOUN
fcis-15745	7	4	using	use	VERB
fcis-15745	7	5	the	the	DET
fcis-15745	7	6	pascal	pascal	ADJ
fcis-15745	7	7	voc	voc	PROPN
fcis-15745	7	8	2012	2012	NUM
fcis-15745	7	9	dataset	dataset	NOUN
fcis-15745	7	10	,	,	PUNCT
fcis-15745	7	11	demonstrat	demonstrat	NOUN
fcis-15745	7	12	-	-	ADJ
fcis-15745	7	13	ing	ing	ADJ
fcis-15745	7	14	the	the	DET
fcis-15745	7	15	potential	potential	ADJ
fcis-15745	7	16	ability	ability	NOUN
fcis-15745	7	17	of	of	ADP
fcis-15745	7	18	this	this	DET
fcis-15745	7	19	novel	novel	ADJ
fcis-15745	7	20	network	network	NOUN
fcis-15745	7	21	in	in	ADP
fcis-15745	7	22	detecting	detect	VERB
fcis-15745	7	23	oriented	orient	VERB
fcis-15745	7	24	objects	object	NOUN
fcis-15745	7	25	.	.	PUNCT
fcis-15745	8	1	keywords	keyword	NOUN
fcis-15745	8	2	:	:	PUNCT
fcis-15745	8	3	convolution	convolution	NOUN
fcis-15745	8	4	neural	neural	ADJ
fcis-15745	8	5	network	network	NOUN
fcis-15745	8	6	;	;	PUNCT
fcis-15745	8	7	object	object	VERB
fcis-15745	8	8	detection	detection	NOUN
fcis-15745	8	9	and	and	CCONJ
fcis-15745	8	10	recognition	recognition	NOUN
fcis-15745	8	11	;	;	PUNCT
fcis-15745	8	12	faster	fast	ADJ
fcis-15745	8	13	rr	rr	PROPN
fcis-15745	8	14	-	-	PUNCT
fcis-15745	8	15	cnn	cnn	PROPN
fcis-15745	8	16	;	;	PUNCT
fcis-15745	8	17	pascal	pascal	PROPN
fcis-15745	8	18	voc	voc	PROPN
fcis-15745	8	19	2012	2012	NUM
fcis-15745	8	20	.	.	PUNCT
fcis-15745	9	1	1	1	X
fcis-15745	9	2	.	.	X
fcis-15745	9	3	introduction	introduction	NOUN
fcis-15745	9	4	recently	recently	ADV
fcis-15745	9	5	,	,	PUNCT
fcis-15745	9	6	advances	advance	NOUN
fcis-15745	9	7	in	in	ADP
fcis-15745	9	8	object	object	NOUN
fcis-15745	9	9	detection	detection	NOUN
fcis-15745	9	10	are	be	AUX
fcis-15745	9	11	driven	drive	VERB
fcis-15745	9	12	by	by	ADP
fcis-15745	9	13	progresses	progress	NOUN
fcis-15745	9	14	of	of	ADP
fcis-15745	9	15	backbone	backbone	NOUN
fcis-15745	9	16	deep	deep	ADJ
fcis-15745	9	17	convolutional	convolutional	ADJ
fcis-15745	9	18	neural	neural	ADJ
fcis-15745	9	19	networks	network	NOUN
fcis-15745	9	20	[	[	X
fcis-15745	9	21	7	7	NUM
fcis-15745	9	22	]	]	PUNCT
fcis-15745	9	23	,	,	PUNCT
fcis-15745	9	24	[	[	X
fcis-15745	9	25	15	15	NUM
fcis-15745	9	26	]	]	PUNCT
fcis-15745	9	27	,	,	PUNCT
fcis-15745	9	28	[	[	X
fcis-15745	9	29	5	5	NUM
fcis-15745	9	30	]	]	PUNCT
fcis-15745	9	31	,	,	PUNCT
fcis-15745	9	32	[	[	X
fcis-15745	9	33	6	6	NUM
fcis-15745	9	34	]	]	PUNCT
fcis-15745	9	35	and	and	CCONJ
fcis-15745	9	36	[	[	X
fcis-15745	9	37	16	16	NUM
fcis-15745	9	38	]	]	PUNCT
fcis-15745	9	39	,	,	PUNCT
fcis-15745	9	40	and	and	CCONJ
fcis-15745	9	41	improvements	improvement	NOUN
fcis-15745	9	42	of	of	ADP
fcis-15745	9	43	object	object	NOUN
fcis-15745	9	44	detection	detection	NOUN
fcis-15745	9	45	frameworks	framework	NOUN
fcis-15745	9	46	including	include	VERB
fcis-15745	9	47	r	r	NOUN
fcis-15745	9	48	-	-	PUNCT
fcis-15745	9	49	cnn	cnn	NOUN
fcis-15745	10	1	[	[	X
fcis-15745	10	2	3	3	NUM
fcis-15745	10	3	]	]	PUNCT
fcis-15745	10	4	,	,	PUNCT
fcis-15745	10	5	fast	fast	ADJ
fcis-15745	10	6	r	r	NOUN
fcis-15745	10	7	-	-	PUNCT
fcis-15745	10	8	cnn	cnn	NOUN
fcis-15745	11	1	[	[	X
fcis-15745	11	2	2	2	NUM
fcis-15745	11	3	]	]	PUNCT
fcis-15745	11	4	,	,	PUNCT
fcis-15745	11	5	faster	fast	ADV
fcis-15745	11	6	r	r	VERB
fcis-15745	11	7	-	-	PUNCT
fcis-15745	11	8	cnn	cnn	NOUN
fcis-15745	12	1	[	[	X
fcis-15745	12	2	14	14	NUM
fcis-15745	12	3	]	]	X
fcis-15745	12	4	,	,	PUNCT
fcis-15745	12	5	yolo	yolo	PROPN
fcis-15745	13	1	[	[	X
fcis-15745	13	2	13	13	NUM
fcis-15745	13	3	]	]	PUNCT
fcis-15745	13	4	or	or	CCONJ
fcis-15745	13	5	ssd	ssd	NOUN
fcis-15745	13	6	[	[	X
fcis-15745	13	7	10	10	NUM
fcis-15745	13	8	]	]	PUNCT
fcis-15745	13	9	.	.	PUNCT
fcis-15745	14	1	in	in	ADP
fcis-15745	14	2	comparison	comparison	NOUN
fcis-15745	14	3	with	with	ADP
fcis-15745	14	4	image	image	NOUN
fcis-15745	14	5	classification	classification	NOUN
fcis-15745	14	6	,	,	PUNCT
fcis-15745	14	7	object	object	NOUN
fcis-15745	14	8	detection	detection	NOUN
fcis-15745	14	9	is	be	AUX
fcis-15745	14	10	more	more	ADV
fcis-15745	14	11	complex	complex	ADJ
fcis-15745	14	12	due	due	ADP
fcis-15745	14	13	to	to	ADP
fcis-15745	14	14	the	the	DET
fcis-15745	14	15	demand	demand	NOUN
fcis-15745	14	16	of	of	ADP
fcis-15745	14	17	precise	precise	ADJ
fcis-15745	14	18	localization	localization	NOUN
fcis-15745	14	19	.	.	PUNCT
fcis-15745	15	1	in	in	ADP
fcis-15745	15	2	order	order	NOUN
fcis-15745	15	3	to	to	PART
fcis-15745	15	4	satisfy	satisfy	VERB
fcis-15745	15	5	that	that	DET
fcis-15745	15	6	requirement	requirement	NOUN
fcis-15745	15	7	,	,	PUNCT
fcis-15745	15	8	the	the	DET
fcis-15745	15	9	above	above	ADV
fcis-15745	15	10	-	-	PUNCT
fcis-15745	15	11	mentioned	mention	VERB
fcis-15745	15	12	detection	detection	NOUN
fcis-15745	15	13	framework	framework	NOUN
fcis-15745	15	14	combined	combine	VERB
fcis-15745	15	15	with	with	ADP
fcis-15745	15	16	various	various	ADJ
fcis-15745	15	17	backbones	backbone	NOUN
fcis-15745	15	18	is	be	AUX
fcis-15745	15	19	based	base	VERB
fcis-15745	15	20	on	on	ADP
fcis-15745	15	21	different	different	ADJ
fcis-15745	15	22	feature	feature	NOUN
fcis-15745	15	23	extraction	extraction	NOUN
fcis-15745	15	24	strategies	strategy	NOUN
fcis-15745	15	25	of	of	ADP
fcis-15745	15	26	regions	region	NOUN
fcis-15745	15	27	.	.	PUNCT
fcis-15745	16	1	several	several	ADJ
fcis-15745	16	2	candidates	candidate	NOUN
fcis-15745	16	3	of	of	ADP
fcis-15745	16	4	this	this	DET
fcis-15745	16	5	approach	approach	NOUN
fcis-15745	16	6	could	could	AUX
fcis-15745	16	7	be	be	AUX
fcis-15745	16	8	listed	list	VERB
fcis-15745	16	9	such	such	ADJ
fcis-15745	16	10	as	as	ADP
fcis-15745	16	11	selective	selective	ADJ
fcis-15745	16	12	search	search	NOUN
fcis-15745	16	13	[	[	X
fcis-15745	16	14	17	17	NUM
fcis-15745	16	15	]	]	PUNCT
fcis-15745	16	16	or	or	CCONJ
fcis-15745	16	17	edge	edge	NOUN
fcis-15745	16	18	boxes	box	NOUN
fcis-15745	16	19	[	[	X
fcis-15745	16	20	18	18	NUM
fcis-15745	16	21	]	]	PUNCT
fcis-15745	16	22	.	.	PUNCT
fcis-15745	17	1	additionally	additionally	ADV
fcis-15745	17	2	,	,	PUNCT
fcis-15745	17	3	in	in	ADP
fcis-15745	17	4	faster	fast	ADJ
fcis-15745	17	5	r	r	NOUN
fcis-15745	17	6	-	-	PUNCT
fcis-15745	17	7	cnn	cnn	PROPN
fcis-15745	17	8	,	,	PUNCT
fcis-15745	17	9	instead	instead	ADV
fcis-15745	17	10	of	of	ADP
fcis-15745	17	11	a	a	DET
fcis-15745	17	12	special	special	ADJ
fcis-15745	17	13	region	region	NOUN
fcis-15745	17	14	proposal	proposal	NOUN
fcis-15745	17	15	method	method	NOUN
fcis-15745	17	16	,	,	PUNCT
fcis-15745	17	17	a	a	DET
fcis-15745	17	18	region	region	NOUN
fcis-15745	17	19	proposal	proposal	NOUN
fcis-15745	17	20	network	network	NOUN
fcis-15745	17	21	(	(	PUNCT
fcis-15745	17	22	rpn	rpn	PROPN
fcis-15745	17	23	)	)	PUNCT
fcis-15745	18	1	[	[	X
fcis-15745	18	2	14	14	NUM
fcis-15745	18	3	]	]	PUNCT
fcis-15745	18	4	is	be	AUX
fcis-15745	18	5	used	use	VERB
fcis-15745	18	6	,	,	PUNCT
fcis-15745	18	7	reducing	reduce	VERB
fcis-15745	18	8	the	the	DET
fcis-15745	18	9	running	running	ADJ
fcis-15745	18	10	time	time	NOUN
fcis-15745	18	11	by	by	ADP
fcis-15745	18	12	sharing	share	VERB
fcis-15745	18	13	convolutional	convolutional	ADJ
fcis-15745	18	14	layers	layer	NOUN
fcis-15745	18	15	with	with	ADP
fcis-15745	18	16	detection	detection	NOUN
fcis-15745	18	17	network	network	NOUN
fcis-15745	18	18	.	.	PUNCT
fcis-15745	19	1	feature	feature	NOUN
fcis-15745	19	2	extraction	extraction	NOUN
fcis-15745	19	3	strategy	strategy	NOUN
fcis-15745	19	4	of	of	ADP
fcis-15745	19	5	regions	region	NOUN
fcis-15745	19	6	is	be	AUX
fcis-15745	19	7	an	an	DET
fcis-15745	19	8	important	important	ADJ
fcis-15745	19	9	difference	difference	NOUN
fcis-15745	19	10	between	between	ADP
fcis-15745	19	11	these	these	DET
fcis-15745	19	12	detection	detection	NOUN
fcis-15745	19	13	frameworks	framework	NOUN
fcis-15745	19	14	.	.	PUNCT
fcis-15745	20	1	in	in	ADP
fcis-15745	20	2	r	r	PROPN
fcis-15745	20	3	-	-	PUNCT
fcis-15745	20	4	cnn	cnn	NOUN
fcis-15745	20	5	[	[	X
fcis-15745	20	6	3	3	NUM
fcis-15745	20	7	]	]	PUNCT
fcis-15745	20	8	,	,	PUNCT
fcis-15745	20	9	a	a	DET
fcis-15745	20	10	special	special	ADJ
fcis-15745	20	11	object	object	NOUN
fcis-15745	20	12	proposal	proposal	NOUN
fcis-15745	20	13	method	method	NOUN
fcis-15745	20	14	(	(	PUNCT
fcis-15745	20	15	e.g.	e.g.	ADV
fcis-15745	20	16	selective	selective	ADJ
fcis-15745	20	17	search	search	NOUN
fcis-15745	20	18	[	[	X
fcis-15745	20	19	17	17	NUM
fcis-15745	20	20	]	]	PUNCT
fcis-15745	20	21	)	)	PUNCT
fcis-15745	20	22	which	which	PRON
fcis-15745	20	23	typically	typically	ADV
fcis-15745	20	24	relies	rely	VERB
fcis-15745	20	25	on	on	ADP
fcis-15745	20	26	simple	simple	ADJ
fcis-15745	20	27	feature	feature	NOUN
fcis-15745	20	28	and	and	CCONJ
fcis-15745	20	29	fast	fast	ADJ
fcis-15745	20	30	evaluation	evaluation	NOUN
fcis-15745	20	31	is	be	AUX
fcis-15745	20	32	used	use	VERB
fcis-15745	20	33	.	.	PUNCT
fcis-15745	21	1	then	then	ADV
fcis-15745	21	2	on	on	ADP
fcis-15745	21	3	each	each	DET
fcis-15745	21	4	generated	generate	VERB
fcis-15745	21	5	proposal	proposal	NOUN
fcis-15745	21	6	region	region	NOUN
fcis-15745	21	7	,	,	PUNCT
fcis-15745	21	8	convolution	convolution	NOUN
fcis-15745	21	9	operation	operation	NOUN
fcis-15745	21	10	is	be	AUX
fcis-15745	21	11	carried	carry	VERB
fcis-15745	21	12	out	out	ADP
fcis-15745	21	13	directly	directly	ADV
fcis-15745	21	14	from	from	ADP
fcis-15745	21	15	images	image	NOUN
fcis-15745	21	16	without	without	ADP
fcis-15745	21	17	sharing	share	VERB
fcis-15745	21	18	computation	computation	NOUN
fcis-15745	21	19	,	,	PUNCT
fcis-15745	21	20	leading	lead	VERB
fcis-15745	21	21	to	to	ADP
fcis-15745	21	22	inefficiency	inefficiency	NOUN
fcis-15745	21	23	.	.	PUNCT
fcis-15745	22	1	a	a	DET
fcis-15745	22	2	more	more	ADV
fcis-15745	22	3	advanced	advanced	ADJ
fcis-15745	22	4	version	version	NOUN
fcis-15745	22	5	is	be	AUX
fcis-15745	22	6	fast	fast	ADJ
fcis-15745	22	7	r	r	NOUN
fcis-15745	22	8	-	-	PUNCT
fcis-15745	22	9	cnn	cnn	NOUN
fcis-15745	22	10	[	[	X
fcis-15745	22	11	2	2	NUM
fcis-15745	22	12	]	]	PUNCT
fcis-15745	22	13	,	,	PUNCT
fcis-15745	22	14	which	which	PRON
fcis-15745	22	15	performs	perform	VERB
fcis-15745	22	16	convolution	convolution	NOUN
fcis-15745	22	17	operation	operation	NOUN
fcis-15745	22	18	on	on	ADP
fcis-15745	22	19	the	the	DET
fcis-15745	22	20	entire	entire	ADJ
fcis-15745	22	21	image	image	NOUN
fcis-15745	22	22	and	and	CCONJ
fcis-15745	22	23	extracts	extract	NOUN
fcis-15745	22	24	convolution	convolution	NOUN
fcis-15745	22	25	features	feature	NOUN
fcis-15745	22	26	for	for	ADP
fcis-15745	22	27	each	each	DET
fcis-15745	22	28	proposal	proposal	NOUN
fcis-15745	22	29	in	in	ADP
fcis-15745	22	30	each	each	DET
fcis-15745	22	31	feature	feature	NOUN
fcis-15745	22	32	map	map	NOUN
fcis-15745	22	33	by	by	ADP
fcis-15745	22	34	a	a	DET
fcis-15745	22	35	region	region	NOUN
fcis-15745	22	36	of	of	ADP
fcis-15745	22	37	interest	interest	NOUN
fcis-15745	22	38	(	(	PUNCT
fcis-15745	22	39	roi	roi	NOUN
fcis-15745	22	40	)	)	PUNCT
fcis-15745	22	41	pooling	pool	VERB
fcis-15745	22	42	layer	layer	NOUN
fcis-15745	22	43	.	.	PUNCT
fcis-15745	23	1	compared	compare	VERB
fcis-15745	23	2	with	with	ADP
fcis-15745	23	3	r	r	NOUN
fcis-15745	23	4	-	-	PUNCT
fcis-15745	23	5	cnn	cnn	PROPN
fcis-15745	23	6	,	,	PUNCT
fcis-15745	23	7	fast	fast	ADJ
fcis-15745	23	8	rcnn	rcnn	PROPN
fcis-15745	23	9	saves	save	VERB
fcis-15745	23	10	much	much	ADJ
fcis-15745	23	11	computation	computation	NOUN
fcis-15745	23	12	time	time	NOUN
fcis-15745	23	13	,	,	PUNCT
fcis-15745	23	14	exposing	expose	VERB
fcis-15745	23	15	proposal	proposal	NOUN
fcis-15745	23	16	generation	generation	NOUN
fcis-15745	23	17	time	time	NOUN
fcis-15745	23	18	as	as	ADP
fcis-15745	23	19	a	a	DET
fcis-15745	23	20	bottleneck	bottleneck	NOUN
fcis-15745	23	21	.	.	PUNCT
fcis-15745	24	1	however	however	ADV
fcis-15745	24	2	,	,	PUNCT
fcis-15745	24	3	the	the	DET
fcis-15745	24	4	running	running	ADJ
fcis-15745	24	5	time	time	NOUN
fcis-15745	24	6	required	require	VERB
fcis-15745	24	7	for	for	ADP
fcis-15745	24	8	the	the	DET
fcis-15745	24	9	latter	latter	ADJ
fcis-15745	24	10	is	be	AUX
fcis-15745	24	11	still	still	ADV
fcis-15745	24	12	very	very	ADV
fcis-15745	24	13	long	long	ADJ
fcis-15745	24	14	.	.	PUNCT
fcis-15745	25	1	so	so	ADV
fcis-15745	25	2	as	as	SCONJ
fcis-15745	25	3	to	to	PART
fcis-15745	25	4	reduce	reduce	VERB
fcis-15745	25	5	running	running	NOUN
fcis-15745	25	6	time	time	NOUN
fcis-15745	25	7	while	while	SCONJ
fcis-15745	25	8	still	still	ADV
fcis-15745	25	9	preserve	preserve	VERB
fcis-15745	25	10	the	the	DET
fcis-15745	25	11	accuracy	accuracy	NOUN
fcis-15745	25	12	,	,	PUNCT
fcis-15745	25	13	faster	fast	ADV
fcis-15745	25	14	r	r	VERB
fcis-15745	25	15	-	-	PUNCT
fcis-15745	25	16	cnn	cnn	NOUN
fcis-15745	25	17	[	[	X
fcis-15745	25	18	14	14	NUM
fcis-15745	25	19	]	]	PUNCT
fcis-15745	25	20	is	be	AUX
fcis-15745	25	21	introduced	introduce	VERB
fcis-15745	25	22	.	.	PUNCT
fcis-15745	26	1	this	this	DET
fcis-15745	26	2	model	model	NOUN
fcis-15745	26	3	uses	use	VERB
fcis-15745	26	4	a	a	DET
fcis-15745	26	5	regional	regional	ADJ
fcis-15745	26	6	proposal	proposal	NOUN
fcis-15745	26	7	network	network	NOUN
fcis-15745	26	8	,	,	PUNCT
fcis-15745	26	9	which	which	PRON
fcis-15745	26	10	shares	share	VERB
fcis-15745	26	11	convolution	convolution	NOUN
fcis-15745	26	12	computation	computation	NOUN
fcis-15745	26	13	with	with	ADP
fcis-15745	26	14	detection	detection	NOUN
fcis-15745	26	15	network	network	NOUN
fcis-15745	26	16	,	,	PUNCT
fcis-15745	26	17	improving	improve	VERB
fcis-15745	26	18	the	the	DET
fcis-15745	26	19	quality	quality	NOUN
fcis-15745	26	20	of	of	ADP
fcis-15745	26	21	proposals	proposal	NOUN
fcis-15745	26	22	.	.	PUNCT
fcis-15745	27	1	although	although	SCONJ
fcis-15745	27	2	these	these	DET
fcis-15745	27	3	frameworks	framework	NOUN
fcis-15745	27	4	have	have	AUX
fcis-15745	27	5	shown	show	VERB
fcis-15745	27	6	a	a	DET
fcis-15745	27	7	promising	promising	ADJ
fcis-15745	27	8	result	result	NOUN
fcis-15745	27	9	,	,	PUNCT
fcis-15745	27	10	most	most	ADJ
fcis-15745	27	11	of	of	ADP
fcis-15745	27	12	them	they	PRON
fcis-15745	27	13	rely	rely	VERB
fcis-15745	27	14	on	on	ADP
fcis-15745	27	15	axis	axis	NOUN
fcis-15745	27	16	-	-	PUNCT
fcis-15745	27	17	aligned	align	VERB
fcis-15745	27	18	annotations	annotation	NOUN
fcis-15745	27	19	,	,	PUNCT
fcis-15745	27	20	and	and	CCONJ
fcis-15745	27	21	return	return	VERB
fcis-15745	27	22	prediction	prediction	NOUN
fcis-15745	27	23	of	of	ADP
fcis-15745	27	24	horizontal	horizontal	ADJ
fcis-15745	27	25	regions	region	NOUN
fcis-15745	27	26	.	.	PUNCT
fcis-15745	28	1	however	however	ADV
fcis-15745	28	2	,	,	PUNCT
fcis-15745	28	3	in	in	ADP
fcis-15745	28	4	the	the	DET
fcis-15745	28	5	real	real	ADJ
fcis-15745	28	6	-	-	PUNCT
fcis-15745	28	7	world	world	NOUN
fcis-15745	28	8	scenario	scenario	NOUN
fcis-15745	28	9	,	,	PUNCT
fcis-15745	28	10	a	a	DET
fcis-15745	28	11	great	great	ADJ
fcis-15745	28	12	number	number	NOUN
fcis-15745	28	13	of	of	ADP
fcis-15745	28	14	object	object	NOUN
fcis-15745	28	15	’s	’s	PART
fcis-15745	28	16	regions	region	NOUN
fcis-15745	28	17	or	or	CCONJ
fcis-15745	28	18	object	object	VERB
fcis-15745	28	19	’s	’s	PART
fcis-15745	28	20	shapes	shape	NOUN
fcis-15745	28	21	are	be	AUX
fcis-15745	28	22	not	not	PART
fcis-15745	28	23	axis	axis	NOUN
fcis-15745	28	24	-	-	PUNCT
fcis-15745	28	25	aligned	align	VERB
fcis-15745	28	26	.	.	PUNCT
fcis-15745	29	1	applying	apply	VERB
fcis-15745	29	2	axis	axis	NOUN
fcis-15745	29	3	-	-	PUNCT
fcis-15745	29	4	aligned	align	VERB
fcis-15745	29	5	proposals	proposal	NOUN
fcis-15745	29	6	on	on	ADP
fcis-15745	29	7	such	such	ADJ
fcis-15745	29	8	objects	object	NOUN
fcis-15745	29	9	could	could	AUX
fcis-15745	29	10	result	result	VERB
fcis-15745	29	11	in	in	ADP
fcis-15745	29	12	poor	poor	ADJ
fcis-15745	29	13	accuracy	accuracy	NOUN
fcis-15745	29	14	prediction	prediction	NOUN
fcis-15745	29	15	,	,	PUNCT
fcis-15745	29	16	as	as	SCONJ
fcis-15745	29	17	shown	show	VERB
fcis-15745	29	18	in	in	ADP
fcis-15745	29	19	figure	figure	NOUN
fcis-15745	29	20	1	1	NUM
fcis-15745	29	21	so	so	ADV
fcis-15745	29	22	axis	axis	ADJ
fcis-15745	29	23	-	-	PUNCT
fcis-15745	29	24	aligned	align	VERB
fcis-15745	29	25	proposal	proposal	NOUN
fcis-15745	29	26	methods	method	NOUN
fcis-15745	29	27	can	can	AUX
fcis-15745	29	28	not	not	PART
fcis-15745	29	29	be	be	AUX
fcis-15745	29	30	widely	widely	ADV
fcis-15745	29	31	applied	apply	VERB
fcis-15745	29	32	in	in	ADP
fcis-15745	29	33	every	every	DET
fcis-15745	29	34	case	case	NOUN
fcis-15745	29	35	.	.	PUNCT
fcis-15745	30	1	in	in	ADP
fcis-15745	30	2	this	this	DET
fcis-15745	30	3	project	project	NOUN
fcis-15745	30	4	,	,	PUNCT
fcis-15745	30	5	i	i	PRON
fcis-15745	30	6	come	come	VERB
fcis-15745	30	7	up	up	ADP
fcis-15745	30	8	with	with	ADP
fcis-15745	30	9	a	a	DET
fcis-15745	30	10	rotation	rotation	NOUN
fcis-15745	30	11	-	-	PUNCT
fcis-15745	30	12	based	base	VERB
fcis-15745	30	13	approach	approach	NOUN
fcis-15745	30	14	and	and	CCONJ
fcis-15745	30	15	an	an	DET
fcis-15745	30	16	end	end	NOUN
fcis-15745	30	17	-	-	PUNCT
fcis-15745	30	18	to	to	ADP
fcis-15745	30	19	-	-	PUNCT
fcis-15745	30	20	end	end	NOUN
fcis-15745	30	21	object	object	NOUN
fcis-15745	30	22	detection	detection	NOUN
fcis-15745	30	23	for	for	ADP
fcis-15745	30	24	arbitrary	arbitrary	ADJ
fcis-15745	30	25	-	-	PUNCT
fcis-15745	30	26	oriented	orient	VERB
fcis-15745	30	27	object	object	NOUN
fcis-15745	30	28	detection	detection	NOUN
fcis-15745	30	29	.	.	PUNCT
fcis-15745	31	1	particularly	particularly	ADV
fcis-15745	31	2	,	,	PUNCT
fcis-15745	31	3	orientations	orientation	NOUN
fcis-15745	31	4	are	be	AUX
fcis-15745	31	5	incorporated	incorporate	VERB
fcis-15745	31	6	so	so	SCONJ
fcis-15745	31	7	that	that	SCONJ
fcis-15745	31	8	the	the	DET
fcis-15745	31	9	detection	detection	NOUN
fcis-15745	31	10	system	system	NOUN
fcis-15745	31	11	can	can	AUX
fcis-15745	31	12	generate	generate	VERB
fcis-15745	31	13	proposals	proposal	NOUN
fcis-15745	31	14	for	for	ADP
fcis-15745	31	15	objects	object	NOUN
fcis-15745	31	16	with	with	ADP
fcis-15745	31	17	arbitrary	arbitrary	ADJ
fcis-15745	31	18	orientation	orientation	NOUN
fcis-15745	31	19	.	.	PUNCT
fcis-15745	32	1	comparison	comparison	NOUN
fcis-15745	32	2	on	on	ADP
fcis-15745	32	3	properties	property	NOUN
fcis-15745	32	4	be	be	AUX
fcis-15745	32	5	tween	tween	VERB
fcis-15745	32	6	previous	previous	ADJ
fcis-15745	32	7	axis	axis	NOUN
fcis-15745	32	8	-	-	PUNCT
fcis-15745	32	9	aligned	align	VERB
fcis-15745	32	10	approach	approach	NOUN
fcis-15745	32	11	and	and	CCONJ
fcis-15745	32	12	mine	mine	NOUN
fcis-15745	32	13	are	be	AUX
fcis-15745	32	14	shown	show	VERB
fcis-15745	32	15	in	in	ADP
fcis-15745	32	16	table	table	NOUN
fcis-15745	33	1	1	1	NUM
fcis-15745	33	2	.	.	PUNCT
fcis-15745	33	3	figure	figure	NOUN
fcis-15745	33	4	1	1	NUM
fcis-15745	33	5	.	.	PUNCT
fcis-15745	34	1	non	non	ADJ
fcis-15745	34	2	-	-	ADJ
fcis-15745	34	3	optimal	optimal	ADJ
fcis-15745	34	4	bounding	bounding	NOUN
fcis-15745	34	5	boxes	box	NOUN
fcis-15745	34	6	for	for	ADP
fcis-15745	34	7	object	object	NOUN
fcis-15745	34	8	detection	detection	NOUN
fcis-15745	34	9	5	5	NUM
fcis-15745	34	10	table	table	NOUN
fcis-15745	34	11	1	1	NUM
fcis-15745	34	12	.	.	PUNCT
fcis-15745	35	1	properties	property	NOUN
fcis-15745	35	2	of	of	ADP
fcis-15745	35	3	networks	network	NOUN
fcis-15745	35	4	:	:	PUNCT
fcis-15745	35	5	feature	feature	NOUN
fcis-15745	35	6	extraction	extraction	NOUN
fcis-15745	35	7	accurately	accurately	ADV
fcis-15745	35	8	for	for	ADP
fcis-15745	35	9	rotated	rotate	VERB
fcis-15745	35	10	regions	region	NOUN
fcis-15745	35	11	,	,	PUNCT
fcis-15745	35	12	sharing	share	VERB
fcis-15745	35	13	convolution	convolution	NOUN
fcis-15745	35	14	computation	computation	NOUN
fcis-15745	35	15	and	and	CCONJ
fcis-15745	35	16	end	end	NOUN
fcis-15745	35	17	-	-	PUNCT
fcis-15745	35	18	to	to	ADP
fcis-15745	35	19	-	-	PUNCT
fcis-15745	35	20	end	end	NOUN
fcis-15745	35	21	training	training	NOUN
fcis-15745	35	22	.	.	PUNCT
fcis-15745	36	1	network	network	NOUN
fcis-15745	36	2	rotated	rotate	VERB
fcis-15745	36	3	region	region	NOUN
fcis-15745	36	4	sharing	sharing	NOUN
fcis-15745	36	5	computation	computation	NOUN
fcis-15745	36	6	end	end	NOUN
fcis-15745	36	7	-	-	PUNCT
fcis-15745	36	8	to	to	ADP
fcis-15745	36	9	-	-	PUNCT
fcis-15745	36	10	end	end	VERB
fcis-15745	36	11	r	r	NOUN
fcis-15745	36	12	-	-	NOUN
fcis-15745	36	13	cnn	cnn	INTJ
fcis-15745	36	14	no	no	INTJ
fcis-15745	37	1	no	no	INTJ
fcis-15745	37	2	no	no	INTJ
fcis-15745	37	3	fast	fast	ADV
fcis-15745	37	4	r	r	NOUN
fcis-15745	37	5	-	-	PUNCT
fcis-15745	37	6	cnn	cnn	INTJ
fcis-15745	38	1	no	no	INTJ
fcis-15745	39	1	yes	yes	INTJ
fcis-15745	39	2	no	no	PRON
fcis-15745	39	3	faster	fast	ADV
fcis-15745	39	4	r	r	NOUN
fcis-15745	39	5	-	-	PUNCT
fcis-15745	39	6	cnn	cnn	INTJ
fcis-15745	40	1	no	no	INTJ
fcis-15745	41	1	yes	yes	INTJ
fcis-15745	42	1	yes	yes	INTJ
fcis-15745	42	2	yolo	yolo	INTJ
fcis-15745	43	1	no	no	INTJ
fcis-15745	44	1	yes	yes	INTJ
fcis-15745	44	2	yes	yes	INTJ
fcis-15745	44	3	ssd	ssd	NOUN
fcis-15745	45	1	no	no	INTJ
fcis-15745	46	1	yes	yes	INTJ
fcis-15745	46	2	yes	yes	INTJ
fcis-15745	46	3	my	my	PRON
fcis-15745	46	4	model	model	NOUN
fcis-15745	47	1	yes	yes	INTJ
fcis-15745	47	2	yes	yes	INTJ
fcis-15745	48	1	yes	yes	INTJ
fcis-15745	48	2	the	the	DET
fcis-15745	48	3	main	main	ADJ
fcis-15745	48	4	contributions	contribution	NOUN
fcis-15745	48	5	of	of	ADP
fcis-15745	48	6	this	this	DET
fcis-15745	48	7	work	work	NOUN
fcis-15745	48	8	are	be	AUX
fcis-15745	48	9	threefold	threefold	ADV
fcis-15745	48	10	:	:	PUNCT
fcis-15745	48	11	i	i	PRON
fcis-15745	48	12	propose	propose	VERB
fcis-15745	48	13	the	the	DET
fcis-15745	48	14	way	way	NOUN
fcis-15745	48	15	to	to	PART
fcis-15745	48	16	create	create	VERB
fcis-15745	48	17	oriented	oriented	ADJ
fcis-15745	48	18	annotation	annotation	NOUN
fcis-15745	48	19	for	for	ADP
fcis-15745	48	20	every	every	DET
fcis-15745	48	21	single	single	ADJ
fcis-15745	48	22	image	image	NOUN
fcis-15745	48	23	.	.	PUNCT
fcis-15745	49	1	based	base	VERB
fcis-15745	49	2	on	on	ADP
fcis-15745	49	3	the	the	DET
fcis-15745	49	4	annotation	annotation	NOUN
fcis-15745	49	5	for	for	ADP
fcis-15745	49	6	segmentation	segmentation	NOUN
fcis-15745	49	7	,	,	PUNCT
fcis-15745	49	8	i	i	PRON
fcis-15745	49	9	could	could	AUX
fcis-15745	49	10	create	create	VERB
fcis-15745	49	11	annotation	annotation	NOUN
fcis-15745	49	12	for	for	ADP
fcis-15745	49	13	oriented	oriented	ADJ
fcis-15745	49	14	detection	detection	NOUN
fcis-15745	49	15	,	,	PUNCT
fcis-15745	49	16	which	which	PRON
fcis-15745	49	17	is	be	AUX
fcis-15745	49	18	defined	define	VERB
fcis-15745	49	19	as	as	ADP
fcis-15745	49	20	the	the	DET
fcis-15745	49	21	minimal	minimal	ADJ
fcis-15745	49	22	-	-	PUNCT
fcis-15745	49	23	area	area	NOUN
fcis-15745	49	24	bounding	bounding	NOUN
fcis-15745	49	25	box	box	NOUN
fcis-15745	49	26	covering	cover	VERB
fcis-15745	49	27	an	an	DET
fcis-15745	49	28	object	object	NOUN
fcis-15745	49	29	.	.	PUNCT
fcis-15745	50	1	i	i	PRON
fcis-15745	50	2	propose	propose	VERB
fcis-15745	50	3	an	an	DET
fcis-15745	50	4	efficient	efficient	ADJ
fcis-15745	50	5	method	method	NOUN
fcis-15745	50	6	for	for	ADP
fcis-15745	50	7	computing	compute	VERB
fcis-15745	50	8	intersection	intersection	NOUN
fcis-15745	50	9	over	over	ADP
fcis-15745	50	10	union	union	NOUN
fcis-15745	50	11	(	(	PUNCT
fcis-15745	50	12	iou	iou	NOUN
fcis-15745	50	13	)	)	PUNCT
fcis-15745	50	14	for	for	ADP
fcis-15745	50	15	rotated	rotate	VERB
fcis-15745	50	16	proposals	proposal	NOUN
fcis-15745	50	17	.	.	PUNCT
fcis-15745	51	1	based	base	VERB
fcis-15745	51	2	on	on	ADP
fcis-15745	51	3	that	that	PRON
fcis-15745	51	4	,	,	PUNCT
fcis-15745	51	5	a	a	DET
fcis-15745	51	6	novel	novel	ADJ
fcis-15745	51	7	skew	skew	ADJ
fcis-15745	51	8	non	non	ADJ
fcis-15745	51	9	-	-	ADJ
fcis-15745	51	10	maximum	maximum	ADJ
fcis-15745	51	11	suppression	suppression	NOUN
fcis-15745	51	12	is	be	AUX
fcis-15745	51	13	applied	apply	VERB
fcis-15745	51	14	so	so	SCONJ
fcis-15745	51	15	as	as	SCONJ
fcis-15745	51	16	to	to	PART
fcis-15745	51	17	remove	remove	VERB
fcis-15745	51	18	overlapping	overlap	VERB
fcis-15745	51	19	rotated	rotate	VERB
fcis-15745	51	20	proposals	proposal	NOUN
fcis-15745	51	21	efficiently	efficiently	ADV
fcis-15745	51	22	i	i	PRON
fcis-15745	51	23	introduce	introduce	VERB
fcis-15745	51	24	the	the	DET
fcis-15745	51	25	rotated	rotated	ADJ
fcis-15745	51	26	region	region	NOUN
fcis-15745	51	27	of	of	ADP
fcis-15745	51	28	interest	interest	NOUN
fcis-15745	51	29	(	(	PUNCT
fcis-15745	51	30	rroi	rroi	NOUN
fcis-15745	51	31	)	)	PUNCT
fcis-15745	51	32	pooling	pool	VERB
fcis-15745	51	33	layer	layer	NOUN
fcis-15745	51	34	,	,	PUNCT
fcis-15745	51	35	an	an	DET
fcis-15745	51	36	auxiliary	auxiliary	ADJ
fcis-15745	51	37	structure	structure	NOUN
fcis-15745	51	38	,	,	PUNCT
fcis-15745	51	39	to	to	PART
fcis-15745	51	40	extract	extract	VERB
fcis-15745	51	41	features	feature	NOUN
fcis-15745	51	42	of	of	ADP
fcis-15745	51	43	rotated	rotated	ADJ
fcis-15745	51	44	regions	region	NOUN
fcis-15745	51	45	.	.	PUNCT
fcis-15745	52	1	all	all	PRON
fcis-15745	52	2	of	of	ADP
fcis-15745	52	3	the	the	DET
fcis-15745	52	4	contributions	contribution	NOUN
fcis-15745	52	5	are	be	AUX
fcis-15745	52	6	incorporated	incorporate	VERB
fcis-15745	52	7	to	to	ADP
fcis-15745	52	8	the	the	DET
fcis-15745	52	9	faster	fast	ADJ
fcis-15745	52	10	rcnn	rcnn	PROPN
fcis-15745	52	11	model	model	NOUN
fcis-15745	52	12	to	to	PART
fcis-15745	52	13	lever	lever	VERB
fcis-15745	52	14	the	the	DET
fcis-15745	52	15	ability	ability	NOUN
fcis-15745	52	16	of	of	ADP
fcis-15745	52	17	this	this	DET
fcis-15745	52	18	model	model	NOUN
fcis-15745	52	19	:	:	PUNCT
fcis-15745	52	20	to	to	PART
fcis-15745	52	21	localize	localize	VERB
fcis-15745	52	22	oriented	orient	VERB
fcis-15745	52	23	objects	object	NOUN
fcis-15745	52	24	precisely	precisely	ADV
fcis-15745	52	25	.	.	PUNCT
fcis-15745	53	1	i	i	PRON
fcis-15745	53	2	call	call	VERB
fcis-15745	53	3	the	the	DET
fcis-15745	53	4	new	new	ADJ
fcis-15745	53	5	model	model	NOUN
fcis-15745	53	6	as	as	ADP
fcis-15745	53	7	faster	fast	ADV
fcis-15745	53	8	rotated	rotate	VERB
fcis-15745	53	9	regionbased	regionbase	VERB
fcis-15745	53	10	convolutional	convolutional	ADJ
fcis-15745	53	11	neural	neural	ADJ
fcis-15745	53	12	network	network	NOUN
fcis-15745	53	13	,	,	PUNCT
fcis-15745	53	14	or	or	CCONJ
fcis-15745	53	15	faster	fast	ADJ
fcis-15745	53	16	rr	rr	NOUN
fcis-15745	53	17	-	-	PUNCT
fcis-15745	53	18	cnn	cnn	PROPN
fcis-15745	53	19	.	.	PUNCT
fcis-15745	54	1	2	2	X
fcis-15745	54	2	.	.	X
fcis-15745	54	3	related	relate	VERB
fcis-15745	54	4	work	work	NOUN
fcis-15745	54	5	faster	fast	ADV
fcis-15745	54	6	r	r	NOUN
fcis-15745	54	7	-	-	PUNCT
fcis-15745	54	8	cnn	cnn	NOUN
fcis-15745	54	9	[	[	X
fcis-15745	54	10	14	14	NUM
fcis-15745	54	11	]	]	PUNCT
fcis-15745	54	12	,	,	PUNCT
fcis-15745	54	13	inherited	inherit	VERB
fcis-15745	54	14	from	from	ADP
fcis-15745	54	15	fast	fast	ADJ
fcis-15745	54	16	r	r	NOUN
fcis-15745	54	17	-	-	PUNCT
fcis-15745	54	18	cnn	cnn	PROPN
fcis-15745	54	19	mainly	mainly	ADV
fcis-15745	54	20	focuses	focus	VERB
fcis-15745	54	21	on	on	ADP
fcis-15745	54	22	finding	find	VERB
fcis-15745	54	23	region	region	NOUN
fcis-15745	54	24	proposals	proposal	NOUN
fcis-15745	54	25	with	with	ADP
fcis-15745	54	26	cnn	cnn	PROPN
fcis-15745	54	27	,	,	PUNCT
fcis-15745	54	28	and	and	CCONJ
fcis-15745	54	29	shares	share	NOUN
fcis-15745	54	30	features	feature	NOUN
fcis-15745	54	31	with	with	ADP
fcis-15745	54	32	object	object	NOUN
fcis-15745	54	33	classification	classification	NOUN
fcis-15745	54	34	task	task	NOUN
fcis-15745	54	35	followed	follow	VERB
fcis-15745	54	36	by	by	ADP
fcis-15745	54	37	region	region	NOUN
fcis-15745	54	38	proposals	proposal	NOUN
fcis-15745	54	39	.	.	PUNCT
fcis-15745	55	1	the	the	DET
fcis-15745	55	2	insight	insight	NOUN
fcis-15745	55	3	of	of	ADP
fcis-15745	55	4	faster	fast	ADJ
fcis-15745	55	5	r	r	NOUN
fcis-15745	55	6	-	-	PUNCT
fcis-15745	55	7	cnn	cnn	PROPN
fcis-15745	55	8	was	be	AUX
fcis-15745	55	9	that	that	SCONJ
fcis-15745	55	10	region	region	NOUN
fcis-15745	55	11	proposals	proposal	NOUN
fcis-15745	55	12	depended	depend	VERB
fcis-15745	55	13	on	on	ADP
fcis-15745	55	14	features	feature	NOUN
fcis-15745	55	15	of	of	ADP
fcis-15745	55	16	the	the	DET
fcis-15745	55	17	image	image	NOUN
fcis-15745	55	18	that	that	PRON
fcis-15745	55	19	were	be	AUX
fcis-15745	55	20	already	already	ADV
fcis-15745	55	21	calculated	calculate	VERB
fcis-15745	55	22	with	with	ADP
fcis-15745	55	23	the	the	DET
fcis-15745	55	24	forward	forward	ADJ
fcis-15745	55	25	pass	pass	NOUN
fcis-15745	55	26	of	of	ADP
fcis-15745	55	27	the	the	DET
fcis-15745	55	28	cnn	cnn	PROPN
fcis-15745	55	29	(	(	PUNCT
fcis-15745	55	30	first	first	ADJ
fcis-15745	55	31	step	step	NOUN
fcis-15745	55	32	of	of	ADP
fcis-15745	55	33	classification	classification	NOUN
fcis-15745	55	34	)	)	PUNCT
fcis-15745	55	35	.	.	PUNCT
fcis-15745	56	1	and	and	CCONJ
fcis-15745	56	2	if	if	SCONJ
fcis-15745	56	3	those	those	DET
fcis-15745	56	4	cnn	cnn	PROPN
fcis-15745	56	5	results	result	VERB
fcis-15745	56	6	for	for	ADP
fcis-15745	56	7	region	region	NOUN
fcis-15745	56	8	proposals	proposal	NOUN
fcis-15745	56	9	are	be	AUX
fcis-15745	56	10	reused	reuse	VERB
fcis-15745	56	11	instead	instead	ADV
fcis-15745	56	12	of	of	ADP
fcis-15745	56	13	running	run	VERB
fcis-15745	56	14	a	a	DET
fcis-15745	56	15	separate	separate	ADJ
fcis-15745	56	16	selective	selective	ADJ
fcis-15745	56	17	search	search	NOUN
fcis-15745	56	18	algorithm	algorithm	NOUN
fcis-15745	56	19	,	,	PUNCT
fcis-15745	56	20	the	the	DET
fcis-15745	56	21	total	total	ADJ
fcis-15745	56	22	running	running	NOUN
fcis-15745	56	23	time	time	NOUN
fcis-15745	56	24	could	could	AUX
fcis-15745	56	25	be	be	AUX
fcis-15745	56	26	reduced	reduce	VERB
fcis-15745	56	27	significantly	significantly	ADV
fcis-15745	56	28	,	,	PUNCT
fcis-15745	56	29	with	with	ADP
fcis-15745	56	30	a	a	DET
fcis-15745	56	31	low	low	ADJ
fcis-15745	56	32	marginal	marginal	ADJ
fcis-15745	56	33	cost	cost	NOUN
fcis-15745	56	34	for	for	ADP
fcis-15745	56	35	computing	compute	VERB
fcis-15745	56	36	proposals	proposal	NOUN
fcis-15745	56	37	.	.	PUNCT
fcis-15745	57	1	thanks	thank	NOUN
fcis-15745	57	2	to	to	ADP
fcis-15745	57	3	these	these	DET
fcis-15745	57	4	attractive	attractive	ADJ
fcis-15745	57	5	features	feature	NOUN
fcis-15745	57	6	,	,	PUNCT
fcis-15745	57	7	faster	fast	ADV
fcis-15745	57	8	r	r	NOUN
fcis-15745	57	9	-	-	PUNCT
fcis-15745	57	10	cnn	cnn	PROPN
fcis-15745	57	11	is	be	AUX
fcis-15745	57	12	widely	widely	ADV
fcis-15745	57	13	applied	apply	VERB
fcis-15745	57	14	in	in	ADP
fcis-15745	57	15	many	many	ADJ
fcis-15745	57	16	object	object	NOUN
fcis-15745	57	17	detection	detection	NOUN
fcis-15745	57	18	applications	application	NOUN
fcis-15745	57	19	.	.	PUNCT
fcis-15745	58	1	furthermore	furthermore	ADV
fcis-15745	58	2	,	,	PUNCT
fcis-15745	58	3	it	it	PRON
fcis-15745	58	4	is	be	AUX
fcis-15745	58	5	also	also	ADV
fcis-15745	58	6	used	use	VERB
fcis-15745	58	7	as	as	ADP
fcis-15745	58	8	a	a	DET
fcis-15745	58	9	baseline	baseline	NOUN
fcis-15745	58	10	for	for	ADP
fcis-15745	58	11	many	many	ADJ
fcis-15745	58	12	other	other	ADJ
fcis-15745	58	13	advanced	advanced	ADJ
fcis-15745	58	14	detection	detection	NOUN
fcis-15745	58	15	models	model	NOUN
fcis-15745	58	16	,	,	PUNCT
fcis-15745	58	17	such	such	ADJ
fcis-15745	58	18	as	as	ADP
fcis-15745	58	19	feature	feature	NOUN
fcis-15745	58	20	pyramid	pyramid	NOUN
fcis-15745	58	21	network	network	NOUN
fcis-15745	58	22	(	(	PUNCT
fcis-15745	58	23	fpn	fpn	PROPN
fcis-15745	58	24	)	)	PUNCT
fcis-15745	59	1	[	[	X
fcis-15745	59	2	9	9	NUM
fcis-15745	59	3	]	]	PUNCT
fcis-15745	59	4	,	,	PUNCT
fcis-15745	59	5	region	region	NOUN
fcis-15745	59	6	-	-	PUNCT
fcis-15745	59	7	based	base	VERB
fcis-15745	59	8	fully	fully	ADV
fcis-15745	59	9	convolutional	convolutional	ADJ
fcis-15745	59	10	networks	network	NOUN
fcis-15745	59	11	(	(	PUNCT
fcis-15745	59	12	rfcn	rfcn	NOUN
fcis-15745	59	13	)	)	PUNCT
fcis-15745	59	14	[	[	X
fcis-15745	59	15	8	8	NUM
fcis-15745	59	16	]	]	PUNCT
fcis-15745	59	17	or	or	CCONJ
fcis-15745	59	18	the	the	DET
fcis-15745	59	19	very	very	ADV
fcis-15745	59	20	state	state	NOUN
fcis-15745	59	21	-	-	PUNCT
fcis-15745	59	22	of	of	ADP
fcis-15745	59	23	-	-	PUNCT
fcis-15745	59	24	the	the	DET
fcis-15745	59	25	-	-	PUNCT
fcis-15745	59	26	art	art	NOUN
fcis-15745	59	27	model	model	NOUN
fcis-15745	59	28	mask	mask	NOUN
fcis-15745	59	29	r	r	PROPN
fcis-15745	59	30	-	-	PUNCT
fcis-15745	59	31	cnn	cnn	NOUN
fcis-15745	59	32	[	[	X
fcis-15745	59	33	4	4	NUM
fcis-15745	59	34	]	]	SYM
fcis-15745	59	35	3	3	NUM
fcis-15745	59	36	.	.	X
fcis-15745	59	37	faster	fast	ADJ
fcis-15745	59	38	rr	rr	VERB
fcis-15745	59	39	-	-	PROPN
fcis-15745	59	40	cnn	cnn	PROPN
fcis-15745	59	41	my	my	PRON
fcis-15745	59	42	new	new	ADJ
fcis-15745	59	43	model	model	NOUN
fcis-15745	59	44	,	,	PUNCT
fcis-15745	59	45	called	call	VERB
fcis-15745	59	46	faster	fast	ADV
fcis-15745	59	47	rr	rr	PROPN
fcis-15745	59	48	-	-	PUNCT
fcis-15745	59	49	cnn	cnn	PROPN
fcis-15745	59	50	is	be	AUX
fcis-15745	59	51	composed	compose	VERB
fcis-15745	59	52	of	of	ADP
fcis-15745	59	53	a	a	DET
fcis-15745	59	54	backbone	backbone	NOUN
fcis-15745	59	55	network	network	NOUN
fcis-15745	59	56	and	and	CCONJ
fcis-15745	59	57	auxiliary	auxiliary	ADJ
fcis-15745	59	58	structures	structure	NOUN
fcis-15745	59	59	.	.	PUNCT
fcis-15745	60	1	the	the	DET
fcis-15745	60	2	former	former	ADJ
fcis-15745	60	3	could	could	AUX
fcis-15745	60	4	be	be	AUX
fcis-15745	60	5	any	any	DET
fcis-15745	60	6	classical	classical	ADJ
fcis-15745	60	7	model	model	NOUN
fcis-15745	60	8	such	such	ADJ
fcis-15745	60	9	as	as	ADP
fcis-15745	60	10	alexnet	alexnet	NOUN
fcis-15745	60	11	[	[	X
fcis-15745	60	12	7	7	NUM
fcis-15745	60	13	]	]	PUNCT
fcis-15745	60	14	,	,	PUNCT
fcis-15745	60	15	vgg-16	vgg-16	X
fcis-15745	61	1	[	[	X
fcis-15745	61	2	15	15	NUM
fcis-15745	61	3	]	]	PUNCT
fcis-15745	61	4	or	or	CCONJ
fcis-15745	61	5	resnet	resnet	VERB
fcis-15745	61	6	[	[	X
fcis-15745	61	7	5	5	NUM
fcis-15745	61	8	]	]	PUNCT
fcis-15745	61	9	.	.	PUNCT
fcis-15745	62	1	the	the	DET
fcis-15745	62	2	latter	latter	ADJ
fcis-15745	62	3	includes	include	VERB
fcis-15745	62	4	4	4	NUM
fcis-15745	62	5	key	key	ADJ
fcis-15745	62	6	components	component	NOUN
fcis-15745	62	7	:	:	PUNCT
fcis-15745	62	8	the	the	DET
fcis-15745	62	9	skew	skew	ADJ
fcis-15745	62	10	non	non	ADJ
fcis-15745	62	11	-	-	ADJ
fcis-15745	62	12	maximum	maximum	ADJ
fcis-15745	62	13	suppression	suppression	NOUN
fcis-15745	62	14	(	(	PUNCT
fcis-15745	62	15	skew	skew	ADJ
fcis-15745	62	16	nms	nms	NOUN
fcis-15745	62	17	,	,	PUNCT
fcis-15745	62	18	section	section	NOUN
fcis-15745	62	19	3.1	3.1	NUM
fcis-15745	62	20	)	)	PUNCT
fcis-15745	62	21	,	,	PUNCT
fcis-15745	62	22	the	the	DET
fcis-15745	62	23	skew	skew	ADJ
fcis-15745	62	24	intersection	intersection	NOUN
fcis-15745	62	25	over	over	ADP
fcis-15745	62	26	union	union	NOUN
fcis-15745	62	27	(	(	PUNCT
fcis-15745	62	28	skew	skew	NOUN
fcis-15745	62	29	iou	iou	NOUN
fcis-15745	62	30	,	,	PUNCT
fcis-15745	62	31	section	section	NOUN
fcis-15745	62	32	3.2	3.2	NUM
fcis-15745	62	33	)	)	PUNCT
fcis-15745	62	34	,	,	PUNCT
fcis-15745	62	35	the	the	DET
fcis-15745	62	36	non	non	ADJ
fcis-15745	62	37	-	-	ADJ
fcis-15745	62	38	maximum	maximum	ADJ
fcis-15745	62	39	suppression	suppression	NOUN
fcis-15745	62	40	multi	multi	ADJ
fcis-15745	62	41	-	-	ADJ
fcis-15745	62	42	task	task	ADJ
fcis-15745	62	43	loss	loss	NOUN
fcis-15745	62	44	function	function	NOUN
fcis-15745	62	45	(	(	PUNCT
fcis-15745	62	46	nms	nms	PROPN
fcis-15745	62	47	multi	multi	ADJ
fcis-15745	62	48	-	-	ADJ
fcis-15745	62	49	task	task	ADJ
fcis-15745	62	50	loss	loss	NOUN
fcis-15745	62	51	function	function	NOUN
fcis-15745	62	52	,	,	PUNCT
fcis-15745	62	53	section	section	NOUN
fcis-15745	62	54	3.3	3.3	NUM
fcis-15745	62	55	)	)	PUNCT
fcis-15745	62	56	and	and	CCONJ
fcis-15745	62	57	the	the	DET
fcis-15745	62	58	rotated	rotated	ADJ
fcis-15745	62	59	region	region	NOUN
fcis-15745	62	60	of	of	ADP
fcis-15745	62	61	interest	interest	NOUN
fcis-15745	62	62	pooling	pool	VERB
fcis-15745	62	63	layer	layer	NOUN
fcis-15745	62	64	(	(	PUNCT
fcis-15745	62	65	rroi	rroi	NOUN
fcis-15745	62	66	pooling	pool	VERB
fcis-15745	62	67	layer	layer	NOUN
fcis-15745	62	68	,	,	PUNCT
fcis-15745	62	69	section	section	NOUN
fcis-15745	62	70	3.4	3.4	NUM
fcis-15745	62	71	)	)	PUNCT
fcis-15745	62	72	.	.	PUNCT
fcis-15745	63	1	the	the	DET
fcis-15745	63	2	network	network	NOUN
fcis-15745	63	3	architecture	architecture	NOUN
fcis-15745	63	4	is	be	AUX
fcis-15745	63	5	illustrated	illustrate	VERB
fcis-15745	63	6	in	in	ADP
fcis-15745	63	7	figure	figure	NOUN
fcis-15745	63	8	2	2	NUM
fcis-15745	63	9	figure	figure	NOUN
fcis-15745	63	10	2	2	NUM
fcis-15745	63	11	.	.	PUNCT
fcis-15745	64	1	the	the	DET
fcis-15745	64	2	network	network	NOUN
fcis-15745	64	3	architecture	architecture	NOUN
fcis-15745	64	4	of	of	ADP
fcis-15745	64	5	faster	fast	ADJ
fcis-15745	64	6	rr	rr	PROPN
fcis-15745	64	7	-	-	PUNCT
fcis-15745	64	8	cnn	cnn	PROPN
fcis-15745	64	9	3.1	3.1	NUM
fcis-15745	64	10	.	.	PUNCT
fcis-15745	64	11	skew	skew	ADJ
fcis-15745	64	12	non	non	ADJ
fcis-15745	64	13	-	-	ADJ
fcis-15745	64	14	maximum	maximum	ADJ
fcis-15745	64	15	suppression	suppression	NOUN
fcis-15745	64	16	non	non	ADJ
fcis-15745	64	17	-	-	ADJ
fcis-15745	64	18	maximum	maximum	ADJ
fcis-15745	64	19	suppression	suppression	NOUN
fcis-15745	64	20	is	be	AUX
fcis-15745	64	21	widely	widely	ADV
fcis-15745	64	22	seen	see	VERB
fcis-15745	64	23	as	as	ADP
fcis-15745	64	24	an	an	DET
fcis-15745	64	25	effective	effective	ADJ
fcis-15745	64	26	way	way	NOUN
fcis-15745	64	27	to	to	PART
fcis-15745	64	28	remove	remove	VERB
fcis-15745	64	29	highly	highly	ADV
fcis-15745	64	30	overlapping	overlap	VERB
fcis-15745	64	31	proposals	proposal	NOUN
fcis-15745	64	32	,	,	PUNCT
fcis-15745	64	33	and	and	CCONJ
fcis-15745	64	34	therefore	therefore	ADV
fcis-15745	64	35	reduces	reduce	VERB
fcis-15745	64	36	computational	computational	ADJ
fcis-15745	64	37	effort	effort	NOUN
fcis-15745	64	38	as	as	ADV
fcis-15745	64	39	well	well	ADV
fcis-15745	64	40	as	as	ADP
fcis-15745	64	41	running	run	VERB
fcis-15745	64	42	time	time	NOUN
fcis-15745	64	43	.	.	PUNCT
fcis-15745	65	1	in	in	ADP
fcis-15745	65	2	classic	classic	ADJ
fcis-15745	65	3	faster	fast	ADJ
fcis-15745	65	4	r	r	NOUN
fcis-15745	65	5	-	-	PUNCT
fcis-15745	65	6	cnn	cnn	PROPN
fcis-15745	65	7	model	model	NOUN
fcis-15745	65	8	,	,	PUNCT
fcis-15745	65	9	non	non	ADJ
fcis-15745	65	10	-	-	ADJ
fcis-15745	65	11	maximum	maximum	ADJ
fcis-15745	65	12	suppression	suppression	NOUN
fcis-15745	65	13	’s	’s	PART
fcis-15745	65	14	criterion	criterion	NOUN
fcis-15745	65	15	is	be	AUX
fcis-15745	65	16	defined	define	VERB
fcis-15745	65	17	very	very	ADV
fcis-15745	65	18	simple	simple	ADJ
fcis-15745	65	19	:	:	PUNCT
fcis-15745	65	20	skip	skip	ADJ
fcis-15745	65	21	proposals	proposal	NOUN
fcis-15745	65	22	which	which	PRON
fcis-15745	65	23	overlap	overlap	VERB
fcis-15745	65	24	more	more	ADJ
fcis-15745	65	25	than	than	ADP
fcis-15745	65	26	70	70	NUM
fcis-15745	65	27	%	%	NOUN
fcis-15745	65	28	of	of	ADP
fcis-15745	65	29	any	any	DET
fcis-15745	65	30	chosen	choose	VERB
fcis-15745	65	31	proposals	proposal	NOUN
fcis-15745	65	32	.	.	PUNCT
fcis-15745	66	1	this	this	DET
fcis-15745	66	2	module	module	NOUN
fcis-15745	66	3	is	be	AUX
fcis-15745	66	4	applied	apply	VERB
fcis-15745	66	5	in	in	ADP
fcis-15745	66	6	2	2	NUM
fcis-15745	66	7	parts	part	NOUN
fcis-15745	66	8	of	of	ADP
fcis-15745	66	9	the	the	DET
fcis-15745	66	10	faster	fast	ADJ
fcis-15745	66	11	r	r	NOUN
fcis-15745	66	12	-	-	PUNCT
fcis-15745	66	13	cnn	cnn	PROPN
fcis-15745	66	14	model	model	NOUN
fcis-15745	66	15	:	:	PUNCT
fcis-15745	66	16	removing	remove	VERB
fcis-15745	66	17	highly	highly	ADV
fcis-15745	66	18	overlapping	overlap	VERB
fcis-15745	66	19	anchors	anchor	NOUN
fcis-15745	66	20	,	,	PUNCT
fcis-15745	66	21	and	and	CCONJ
fcis-15745	66	22	removing	remove	VERB
fcis-15745	66	23	highly	highly	ADV
fcis-15745	66	24	overlapping	overlapping	ADJ
fcis-15745	66	25	predicted	predict	VERB
fcis-15745	66	26	bounding	bounding	NOUN
fcis-15745	66	27	box	box	NOUN
fcis-15745	66	28	.	.	PUNCT
fcis-15745	67	1	however	however	ADV
fcis-15745	67	2	,	,	PUNCT
fcis-15745	67	3	in	in	ADP
fcis-15745	67	4	the	the	DET
fcis-15745	67	5	case	case	NOUN
fcis-15745	67	6	of	of	ADP
fcis-15745	67	7	rotated	rotated	ADJ
fcis-15745	67	8	bounding	bounding	NOUN
fcis-15745	67	9	boxes	box	NOUN
fcis-15745	67	10	,	,	PUNCT
fcis-15745	67	11	applying	apply	VERB
fcis-15745	67	12	the	the	DET
fcis-15745	67	13	classic	classic	ADJ
fcis-15745	67	14	non	non	ADJ
fcis-15745	67	15	-	-	ADJ
fcis-15745	67	16	maximum	maximum	ADJ
fcis-15745	67	17	suppression	suppression	NOUN
fcis-15745	67	18	arise	arise	VERB
fcis-15745	67	19	some	some	DET
fcis-15745	67	20	problems	problem	NOUN
fcis-15745	67	21	:	:	PUNCT
fcis-15745	67	22	quality	quality	NOUN
fcis-15745	67	23	of	of	ADP
fcis-15745	67	24	final	final	ADJ
fcis-15745	67	25	list	list	NOUN
fcis-15745	67	26	of	of	ADP
fcis-15745	67	27	proposals	proposal	NOUN
fcis-15745	67	28	:	:	PUNCT
fcis-15745	67	29	through	through	ADP
fcis-15745	67	30	experiments	experiment	NOUN
fcis-15745	67	31	,	,	PUNCT
fcis-15745	67	32	as	as	ADV
fcis-15745	67	33	well	well	ADV
fcis-15745	67	34	as	as	ADP
fcis-15745	67	35	stated	state	VERB
fcis-15745	67	36	in	in	ADP
fcis-15745	67	37	[	[	X
fcis-15745	67	38	12	12	NUM
fcis-15745	67	39	]	]	PUNCT
fcis-15745	67	40	,	,	PUNCT
fcis-15745	67	41	i	i	PRON
fcis-15745	67	42	found	find	VERB
fcis-15745	67	43	out	out	ADP
fcis-15745	67	44	that	that	SCONJ
fcis-15745	67	45	in	in	ADP
fcis-15745	67	46	many	many	ADJ
fcis-15745	67	47	cases	case	NOUN
fcis-15745	67	48	,	,	PUNCT
fcis-15745	67	49	2	2	NUM
fcis-15745	67	50	proposals	proposal	NOUN
fcis-15745	67	51	,	,	PUNCT
fcis-15745	67	52	though	though	SCONJ
fcis-15745	67	53	overlap	overlap	NOUN
fcis-15745	67	54	to	to	ADP
fcis-15745	67	55	each	each	DET
fcis-15745	67	56	other	other	ADJ
fcis-15745	67	57	more	more	ADJ
fcis-15745	67	58	than	than	ADP
fcis-15745	67	59	70	70	NUM
fcis-15745	67	60	%	%	NOUN
fcis-15745	67	61	,	,	PUNCT
fcis-15745	67	62	cover	cover	VERB
fcis-15745	67	63	quite	quite	ADV
fcis-15745	67	64	different	different	ADJ
fcis-15745	67	65	areas	area	NOUN
fcis-15745	67	66	.	.	PUNCT
fcis-15745	68	1	the	the	DET
fcis-15745	68	2	reason	reason	NOUN
fcis-15745	68	3	is	be	AUX
fcis-15745	68	4	that	that	SCONJ
fcis-15745	68	5	their	their	PRON
fcis-15745	68	6	orientations	orientation	NOUN
fcis-15745	68	7	are	be	AUX
fcis-15745	68	8	highly	highly	ADV
fcis-15745	68	9	different	different	ADJ
fcis-15745	68	10	.	.	PUNCT
fcis-15745	69	1	therefore	therefore	ADV
fcis-15745	69	2	,	,	PUNCT
fcis-15745	69	3	the	the	DET
fcis-15745	69	4	classic	classic	ADJ
fcis-15745	69	5	non	non	ADJ
fcis-15745	69	6	-	-	ADJ
fcis-15745	69	7	maximum	maximum	ADJ
fcis-15745	69	8	suppression	suppression	NOUN
fcis-15745	69	9	[	[	X
fcis-15745	69	10	14	14	NUM
fcis-15745	69	11	]	]	PUNCT
fcis-15745	69	12	when	when	SCONJ
fcis-15745	69	13	applied	apply	VERB
fcis-15745	69	14	on	on	ADP
fcis-15745	69	15	oriented	orient	VERB
fcis-15745	69	16	proposals	proposal	NOUN
fcis-15745	69	17	could	could	AUX
fcis-15745	69	18	lead	lead	VERB
fcis-15745	69	19	to	to	ADP
fcis-15745	69	20	shortage	shortage	NOUN
fcis-15745	69	21	list	list	NOUN
fcis-15745	69	22	of	of	ADP
fcis-15745	69	23	proposals	proposal	NOUN
fcis-15745	69	24	,	,	PUNCT
fcis-15745	69	25	since	since	SCONJ
fcis-15745	69	26	there	there	PRON
fcis-15745	69	27	are	be	VERB
fcis-15745	69	28	many	many	ADJ
fcis-15745	69	29	useful	useful	ADJ
fcis-15745	69	30	proposals	proposal	NOUN
fcis-15745	69	31	are	be	AUX
fcis-15745	69	32	skipped	skip	VERB
fcis-15745	69	33	.	.	PUNCT
fcis-15745	70	1	computational	computational	ADJ
fcis-15745	70	2	complexity	complexity	NOUN
fcis-15745	70	3	:	:	PUNCT
fcis-15745	70	4	the	the	DET
fcis-15745	70	5	main	main	ADJ
fcis-15745	70	6	core	core	NOUN
fcis-15745	70	7	of	of	ADP
fcis-15745	70	8	nonmaximum	nonmaximum	ADJ
fcis-15745	70	9	suppression	suppression	NOUN
fcis-15745	70	10	module	module	NOUN
fcis-15745	70	11	is	be	AUX
fcis-15745	70	12	the	the	DET
fcis-15745	70	13	intersection	intersection	NOUN
fcis-15745	70	14	over	over	ADP
fcis-15745	70	15	union	union	NOUN
fcis-15745	70	16	module	module	NOUN
fcis-15745	70	17	,	,	PUNCT
fcis-15745	70	18	in	in	ADP
fcis-15745	70	19	which	which	PRON
fcis-15745	70	20	the	the	DET
fcis-15745	70	21	overlapping	overlap	VERB
fcis-15745	70	22	area	area	NOUN
fcis-15745	70	23	between	between	ADP
fcis-15745	70	24	2	2	NUM
fcis-15745	70	25	sets	set	NOUN
fcis-15745	70	26	of	of	ADP
fcis-15745	70	27	6	6	NUM
fcis-15745	70	28	proposals	proposal	NOUN
fcis-15745	70	29	are	be	AUX
fcis-15745	70	30	calculated	calculate	VERB
fcis-15745	70	31	.	.	PUNCT
fcis-15745	71	1	in	in	ADP
fcis-15745	71	2	the	the	DET
fcis-15745	71	3	case	case	NOUN
fcis-15745	71	4	of	of	ADP
fcis-15745	71	5	axis	axis	NOUN
fcis-15745	71	6	-	-	PUNCT
fcis-15745	71	7	aligned	align	VERB
fcis-15745	71	8	proposals	proposal	NOUN
fcis-15745	71	9	,	,	PUNCT
fcis-15745	71	10	this	this	DET
fcis-15745	71	11	calculation	calculation	NOUN
fcis-15745	71	12	is	be	AUX
fcis-15745	71	13	quite	quite	ADV
fcis-15745	71	14	simple	simple	ADJ
fcis-15745	71	15	,	,	PUNCT
fcis-15745	71	16	and	and	CCONJ
fcis-15745	71	17	the	the	DET
fcis-15745	71	18	same	same	ADJ
fcis-15745	71	19	formula	formula	NOUN
fcis-15745	71	20	could	could	AUX
fcis-15745	71	21	be	be	AUX
fcis-15745	71	22	applied	apply	VERB
fcis-15745	71	23	in	in	ADP
fcis-15745	71	24	every	every	DET
fcis-15745	71	25	case	case	NOUN
fcis-15745	71	26	,	,	PUNCT
fcis-15745	71	27	since	since	SCONJ
fcis-15745	71	28	the	the	DET
fcis-15745	71	29	overlapping	overlapping	NOUN
fcis-15745	71	30	always	always	ADV
fcis-15745	71	31	have	have	VERB
fcis-15745	71	32	the	the	DET
fcis-15745	71	33	same	same	ADJ
fcis-15745	71	34	shape	shape	NOUN
fcis-15745	71	35	.	.	PUNCT
fcis-15745	72	1	however	however	ADV
fcis-15745	72	2	,	,	PUNCT
fcis-15745	72	3	in	in	ADP
fcis-15745	72	4	the	the	DET
fcis-15745	72	5	case	case	NOUN
fcis-15745	72	6	of	of	ADP
fcis-15745	72	7	rotated	rotated	ADJ
fcis-15745	72	8	proposals	proposal	NOUN
fcis-15745	72	9	,	,	PUNCT
fcis-15745	72	10	the	the	DET
fcis-15745	72	11	shape	shape	NOUN
fcis-15745	72	12	of	of	ADP
fcis-15745	72	13	overlapping	overlap	VERB
fcis-15745	72	14	areas	area	NOUN
fcis-15745	72	15	could	could	AUX
fcis-15745	72	16	vary	vary	VERB
fcis-15745	72	17	in	in	ADP
fcis-15745	72	18	shape	shape	NOUN
fcis-15745	72	19	,	,	PUNCT
fcis-15745	72	20	making	make	VERB
fcis-15745	72	21	the	the	DET
fcis-15745	72	22	task	task	NOUN
fcis-15745	72	23	of	of	ADP
fcis-15745	72	24	finding	find	VERB
fcis-15745	72	25	a	a	DET
fcis-15745	72	26	common	common	ADJ
fcis-15745	72	27	way	way	NOUN
fcis-15745	72	28	to	to	PART
fcis-15745	72	29	calculate	calculate	VERB
fcis-15745	72	30	it	it	PRON
fcis-15745	72	31	to	to	PART
fcis-15745	72	32	be	be	AUX
fcis-15745	72	33	more	more	ADV
fcis-15745	72	34	challenging	challenging	ADJ
fcis-15745	72	35	.	.	PUNCT
fcis-15745	73	1	therefore	therefore	ADV
fcis-15745	73	2	,	,	PUNCT
fcis-15745	73	3	in	in	ADP
fcis-15745	73	4	order	order	NOUN
fcis-15745	73	5	to	to	PART
fcis-15745	73	6	resolve	resolve	VERB
fcis-15745	73	7	the	the	DET
fcis-15745	73	8	2	2	NUM
fcis-15745	73	9	above	above	ADV
fcis-15745	73	10	-	-	PUNCT
fcis-15745	73	11	mentioned	mention	VERB
fcis-15745	73	12	issues	issue	NOUN
fcis-15745	73	13	,	,	PUNCT
fcis-15745	73	14	based	base	VERB
fcis-15745	73	15	on	on	ADP
fcis-15745	73	16	the	the	DET
fcis-15745	73	17	method	method	NOUN
fcis-15745	73	18	proposed	propose	VERB
fcis-15745	73	19	in	in	ADP
fcis-15745	73	20	[	[	X
fcis-15745	73	21	12	12	NUM
fcis-15745	73	22	]	]	PUNCT
fcis-15745	73	23	,	,	PUNCT
fcis-15745	73	24	i	i	PRON
fcis-15745	73	25	apply	apply	VERB
fcis-15745	73	26	a	a	DET
fcis-15745	73	27	new	new	ADJ
fcis-15745	73	28	skewnms	skewnms	NOUN
fcis-15745	73	29	consisting	consist	VERB
fcis-15745	73	30	of	of	ADP
fcis-15745	73	31	2	2	NUM
fcis-15745	73	32	phases	phase	NOUN
fcis-15745	73	33	:	:	PUNCT
fcis-15745	73	34	retrieve	retrieve	VERB
fcis-15745	73	35	all	all	DET
fcis-15745	73	36	proposals	proposal	NOUN
fcis-15745	73	37	having	having	AUX
fcis-15745	73	38	iou	iou	VERB
fcis-15745	73	39	with	with	ADP
fcis-15745	73	40	ground	ground	NOUN
fcis-15745	73	41	truth	truth	NOUN
fcis-15745	73	42	larger	large	ADJ
fcis-15745	73	43	than	than	ADP
fcis-15745	73	44	0.75	0.75	NUM
fcis-15745	73	45	,	,	PUNCT
fcis-15745	73	46	then	then	ADV
fcis-15745	73	47	take	take	VERB
fcis-15745	73	48	the	the	DET
fcis-15745	73	49	one	one	NOUN
fcis-15745	73	50	with	with	ADP
fcis-15745	73	51	maximal	maximal	ADJ
fcis-15745	73	52	iou	iou	NOUN
fcis-15745	73	53	.	.	PUNCT
fcis-15745	74	1	if	if	SCONJ
fcis-15745	74	2	all	all	DET
fcis-15745	74	3	proposals	proposal	NOUN
fcis-15745	74	4	have	have	AUX
fcis-15745	74	5	iou	iou	VERB
fcis-15745	74	6	smaller	small	ADJ
fcis-15745	74	7	than	than	ADP
fcis-15745	74	8	0.75	0.75	NUM
fcis-15745	74	9	,	,	PUNCT
fcis-15745	74	10	keep	keep	VERB
fcis-15745	74	11	the	the	DET
fcis-15745	74	12	one	one	NOUN
fcis-15745	74	13	with	with	ADP
fcis-15745	74	14	minimum	minimum	ADJ
fcis-15745	74	15	angle	angle	NOUN
fcis-15745	74	16	difference	difference	NOUN
fcis-15745	74	17	with	with	ADP
fcis-15745	74	18	ground	ground	NOUN
fcis-15745	74	19	truth	truth	NOUN
fcis-15745	74	20	,	,	PUNCT
fcis-15745	74	21	as	as	ADV
fcis-15745	74	22	long	long	ADV
fcis-15745	74	23	as	as	SCONJ
fcis-15745	74	24	the	the	DET
fcis-15745	74	25	overlapped	overlapped	ADJ
fcis-15745	74	26	iou	iou	NOUN
fcis-15745	74	27	larger	large	ADJ
fcis-15745	74	28	than	than	ADP
fcis-15745	74	29	0.4	0.4	NUM
fcis-15745	74	30	.	.	PUNCT
fcis-15745	75	1	3.2	3.2	NUM
fcis-15745	75	2	.	.	PUNCT
fcis-15745	76	1	skew	skew	ADJ
fcis-15745	76	2	intersection	intersection	NOUN
fcis-15745	76	3	over	over	ADP
fcis-15745	76	4	union	union	NOUN
fcis-15745	76	5	the	the	DET
fcis-15745	76	6	rotated	rotate	VERB
fcis-15745	76	7	proposals	proposal	NOUN
fcis-15745	76	8	can	can	AUX
fcis-15745	76	9	be	be	AUX
fcis-15745	76	10	generated	generate	VERB
fcis-15745	76	11	in	in	ADP
fcis-15745	76	12	any	any	DET
fcis-15745	76	13	orientation	orientation	NOUN
fcis-15745	76	14	,	,	PUNCT
fcis-15745	76	15	so	so	ADV
fcis-15745	76	16	iou	iou	VERB
fcis-15745	76	17	computation	computation	NOUN
fcis-15745	76	18	on	on	ADP
fcis-15745	76	19	axis	axis	NOUN
fcis-15745	76	20	-	-	PUNCT
fcis-15745	76	21	aligned	align	VERB
fcis-15745	76	22	proposals	proposal	NOUN
fcis-15745	76	23	may	may	AUX
fcis-15745	76	24	lead	lead	VERB
fcis-15745	76	25	to	to	ADP
fcis-15745	76	26	an	an	DET
fcis-15745	76	27	inaccurate	inaccurate	ADJ
fcis-15745	76	28	iou	iou	NOUN
fcis-15745	76	29	of	of	ADP
fcis-15745	76	30	skew	skew	ADJ
fcis-15745	76	31	interactive	interactive	ADJ
fcis-15745	76	32	proposals	proposal	NOUN
fcis-15745	76	33	and	and	CCONJ
fcis-15745	76	34	further	far	ADV
fcis-15745	76	35	ruins	ruin	VERB
fcis-15745	76	36	the	the	DET
fcis-15745	76	37	proposal	proposal	NOUN
fcis-15745	76	38	learning	learning	NOUN
fcis-15745	76	39	.	.	PUNCT
fcis-15745	77	1	generally	generally	ADV
fcis-15745	77	2	,	,	PUNCT
fcis-15745	77	3	the	the	DET
fcis-15745	77	4	overlapping	overlap	VERB
fcis-15745	77	5	area	area	NOUN
fcis-15745	77	6	between	between	ADP
fcis-15745	77	7	2	2	NUM
fcis-15745	77	8	rotated	rotate	VERB
fcis-15745	77	9	proposals	proposal	NOUN
fcis-15745	77	10	could	could	AUX
fcis-15745	77	11	be	be	AUX
fcis-15745	77	12	a	a	DET
fcis-15745	77	13	polygon	polygon	NOUN
fcis-15745	77	14	with	with	ADP
fcis-15745	77	15	different	different	ADJ
fcis-15745	77	16	number	number	NOUN
fcis-15745	77	17	of	of	ADP
fcis-15745	77	18	vertices	vertex	NOUN
fcis-15745	77	19	:	:	PUNCT
fcis-15745	77	20	0	0	NUM
fcis-15745	77	21	(	(	PUNCT
fcis-15745	77	22	non	non	ADJ
fcis-15745	77	23	-	-	ADJ
fcis-15745	77	24	overlapped	overlapped	ADJ
fcis-15745	77	25	)	)	PUNCT
fcis-15745	77	26	,	,	PUNCT
fcis-15745	77	27	3	3	NUM
fcis-15745	77	28	to	to	PART
fcis-15745	77	29	8	8	NUM
fcis-15745	77	30	(	(	PUNCT
fcis-15745	77	31	overlapped	overlapped	ADJ
fcis-15745	77	32	)	)	PUNCT
fcis-15745	77	33	.	.	PUNCT
fcis-15745	78	1	several	several	ADJ
fcis-15745	78	2	cases	case	NOUN
fcis-15745	78	3	of	of	ADP
fcis-15745	78	4	2	2	NUM
fcis-15745	78	5	rotated	rotate	VERB
fcis-15745	78	6	rectangles	rectangle	NOUN
fcis-15745	78	7	’	'	PUNCT
fcis-15745	78	8	overlapping	overlap	VERB
fcis-15745	78	9	areas	area	NOUN
fcis-15745	78	10	are	be	AUX
fcis-15745	78	11	illustrated	illustrate	VERB
fcis-15745	78	12	in	in	ADP
fcis-15745	78	13	figure	figure	NOUN
fcis-15745	78	14	3	3	NUM
fcis-15745	78	15	.	.	PUNCT
fcis-15745	79	1	theoretically	theoretically	ADV
fcis-15745	79	2	,	,	PUNCT
fcis-15745	79	3	the	the	DET
fcis-15745	79	4	procedure	procedure	NOUN
fcis-15745	79	5	described	describe	VERB
fcis-15745	79	6	in	in	ADP
fcis-15745	79	7	[	[	X
fcis-15745	79	8	12	12	NUM
fcis-15745	79	9	]	]	X
fcis-15745	79	10	could	could	AUX
fcis-15745	79	11	be	be	AUX
fcis-15745	79	12	used	use	VERB
fcis-15745	79	13	to	to	PART
fcis-15745	79	14	find	find	VERB
fcis-15745	79	15	out	out	ADP
fcis-15745	79	16	the	the	DET
fcis-15745	79	17	overlapping	overlap	VERB
fcis-15745	79	18	area	area	NOUN
fcis-15745	79	19	between	between	ADP
fcis-15745	79	20	2	2	NUM
fcis-15745	79	21	arbitraryoriented	arbitraryoriented	ADJ
fcis-15745	79	22	rectangles	rectangle	NOUN
fcis-15745	79	23	:	:	PUNCT
fcis-15745	79	24	figure	figure	NOUN
fcis-15745	79	25	3	3	NUM
fcis-15745	79	26	.	.	PUNCT
fcis-15745	79	27	overlapping	overlap	VERB
fcis-15745	79	28	areas	area	NOUN
fcis-15745	79	29	between	between	ADP
fcis-15745	79	30	2	2	NUM
fcis-15745	79	31	arbitrary	arbitrary	ADJ
fcis-15745	79	32	-	-	PUNCT
fcis-15745	79	33	oriented	orient	VERB
fcis-15745	79	34	rectangles	rectangle	NOUN
fcis-15745	79	35	1	1	NUM
fcis-15745	79	36	)	)	PUNCT
fcis-15745	79	37	find	find	VERB
fcis-15745	79	38	all	all	DET
fcis-15745	79	39	intersection	intersection	NOUN
fcis-15745	79	40	points	point	NOUN
fcis-15745	79	41	between	between	ADP
fcis-15745	79	42	2	2	NUM
fcis-15745	79	43	rectangles	rectangle	NOUN
fcis-15745	79	44	.	.	PUNCT
fcis-15745	80	1	2	2	X
fcis-15745	80	2	)	)	PUNCT
fcis-15745	80	3	find	find	VERB
fcis-15745	80	4	all	all	DET
fcis-15745	80	5	vertices	vertex	NOUN
fcis-15745	80	6	of	of	ADP
fcis-15745	80	7	the	the	DET
fcis-15745	80	8	first	first	ADJ
fcis-15745	80	9	rectangle	rectangle	NOUN
fcis-15745	80	10	inside	inside	ADP
fcis-15745	80	11	the	the	DET
fcis-15745	80	12	second	second	ADJ
fcis-15745	80	13	rectangle	rectangle	NOUN
fcis-15745	80	14	.	.	PUNCT
fcis-15745	81	1	3	3	X
fcis-15745	81	2	)	)	PUNCT
fcis-15745	81	3	find	find	VERB
fcis-15745	81	4	all	all	DET
fcis-15745	81	5	vertices	vertex	NOUN
fcis-15745	81	6	of	of	ADP
fcis-15745	81	7	the	the	DET
fcis-15745	81	8	second	second	ADJ
fcis-15745	81	9	rectangle	rectangle	NOUN
fcis-15745	81	10	inside	inside	ADP
fcis-15745	81	11	the	the	DET
fcis-15745	81	12	first	first	ADJ
fcis-15745	81	13	rectangle	rectangle	NOUN
fcis-15745	81	14	.	.	PUNCT
fcis-15745	82	1	4	4	X
fcis-15745	82	2	)	)	PUNCT
fcis-15745	82	3	calculate	calculate	VERB
fcis-15745	82	4	the	the	DET
fcis-15745	82	5	area	area	NOUN
fcis-15745	82	6	of	of	ADP
fcis-15745	82	7	the	the	DET
fcis-15745	82	8	polygon	polygon	NOUN
fcis-15745	82	9	constructed	construct	VERB
fcis-15745	82	10	from	from	ADP
fcis-15745	82	11	all	all	PRON
fcis-15745	82	12	above	above	ADV
fcis-15745	82	13	found	find	VERB
fcis-15745	82	14	points	point	NOUN
fcis-15745	82	15	by	by	ADP
fcis-15745	82	16	summing	sum	VERB
fcis-15745	82	17	up	up	ADP
fcis-15745	82	18	the	the	DET
fcis-15745	82	19	areas	area	NOUN
fcis-15745	82	20	of	of	ADP
fcis-15745	82	21	triangulation	triangulation	NOUN
fcis-15745	82	22	.	.	PUNCT
fcis-15745	83	1	however	however	ADV
fcis-15745	83	2	,	,	PUNCT
fcis-15745	83	3	practically	practically	ADV
fcis-15745	83	4	,	,	PUNCT
fcis-15745	83	5	we	we	PRON
fcis-15745	83	6	can	can	AUX
fcis-15745	83	7	not	not	PART
fcis-15745	83	8	loop	loop	VERB
fcis-15745	83	9	over	over	ADP
fcis-15745	83	10	all	all	DET
fcis-15745	83	11	pairs	pair	NOUN
fcis-15745	83	12	of	of	ADP
fcis-15745	83	13	rectangles	rectangle	NOUN
fcis-15745	83	14	to	to	PART
fcis-15745	83	15	perform	perform	VERB
fcis-15745	83	16	the	the	DET
fcis-15745	83	17	above	above	ADV
fcis-15745	83	18	-	-	PUNCT
fcis-15745	83	19	mentioned	mention	VERB
fcis-15745	83	20	procedure	procedure	NOUN
fcis-15745	83	21	,	,	PUNCT
fcis-15745	83	22	since	since	SCONJ
fcis-15745	83	23	it	it	PRON
fcis-15745	83	24	could	could	AUX
fcis-15745	83	25	be	be	AUX
fcis-15745	83	26	super	super	ADJ
fcis-15745	83	27	time	time	NOUN
fcis-15745	83	28	-	-	PUNCT
fcis-15745	83	29	consuming	consume	VERB
fcis-15745	83	30	.	.	PUNCT
fcis-15745	84	1	in	in	ADP
fcis-15745	84	2	this	this	DET
fcis-15745	84	3	project	project	NOUN
fcis-15745	84	4	,	,	PUNCT
fcis-15745	84	5	i	i	PRON
fcis-15745	84	6	propose	propose	VERB
fcis-15745	84	7	a	a	DET
fcis-15745	84	8	new	new	ADJ
fcis-15745	84	9	way	way	NOUN
fcis-15745	84	10	to	to	PART
fcis-15745	84	11	calculate	calculate	VERB
fcis-15745	84	12	overlapping	overlap	VERB
fcis-15745	84	13	areas	area	NOUN
fcis-15745	84	14	between	between	ADP
fcis-15745	84	15	2	2	NUM
fcis-15745	84	16	sets	set	NOUN
fcis-15745	84	17	of	of	ADP
fcis-15745	84	18	rectangles	rectangle	NOUN
fcis-15745	84	19	automatically	automatically	ADV
fcis-15745	84	20	and	and	CCONJ
fcis-15745	84	21	element	element	NOUN
fcis-15745	84	22	-	-	ADJ
fcis-15745	84	23	wise	wise	ADJ
fcis-15745	84	24	.	.	PUNCT
fcis-15745	85	1	from	from	ADP
fcis-15745	85	2	program	program	NOUN
fcis-15745	85	3	ming	ming	NOUN
fcis-15745	85	4	aspect	aspect	PROPN
fcis-15745	85	5	,	,	PUNCT
fcis-15745	85	6	the	the	DET
fcis-15745	85	7	second	second	ADJ
fcis-15745	85	8	attribute	attribute	NOUN
fcis-15745	85	9	is	be	AUX
fcis-15745	85	10	very	very	ADV
fcis-15745	85	11	important	important	ADJ
fcis-15745	85	12	,	,	PUNCT
fcis-15745	85	13	since	since	SCONJ
fcis-15745	85	14	it	it	PRON
fcis-15745	85	15	allows	allow	VERB
fcis-15745	85	16	the	the	DET
fcis-15745	85	17	calculation	calculation	NOUN
fcis-15745	85	18	performed	perform	VERB
fcis-15745	85	19	on	on	ADP
fcis-15745	85	20	element	element	ADJ
fcis-15745	85	21	-	-	ADJ
fcis-15745	85	22	wise	wise	ADJ
fcis-15745	85	23	operation	operation	NOUN
fcis-15745	85	24	supporting	support	VERB
fcis-15745	85	25	scientific	scientific	ADJ
fcis-15745	85	26	computing	computing	NOUN
fcis-15745	85	27	packages	package	NOUN
fcis-15745	85	28	such	such	ADJ
fcis-15745	85	29	as	as	ADP
fcis-15745	85	30	numpy	numpy	NOUN
fcis-15745	85	31	or	or	CCONJ
fcis-15745	85	32	cupy	cupy	NOUN
fcis-15745	85	33	.	.	PUNCT
fcis-15745	86	1	for	for	ADP
fcis-15745	86	2	simplicity	simplicity	NOUN
fcis-15745	86	3	,	,	PUNCT
fcis-15745	86	4	here	here	ADV
fcis-15745	86	5	i	i	PRON
fcis-15745	86	6	only	only	ADV
fcis-15745	86	7	analyze	analyze	VERB
fcis-15745	86	8	the	the	DET
fcis-15745	86	9	case	case	NOUN
fcis-15745	86	10	of	of	ADP
fcis-15745	86	11	calculating	calculate	VERB
fcis-15745	86	12	overlapping	overlap	VERB
fcis-15745	86	13	area	area	NOUN
fcis-15745	86	14	(	(	PUNCT
fcis-15745	86	15	intersection	intersection	NOUN
fcis-15745	86	16	)	)	PUNCT
fcis-15745	86	17	between	between	ADP
fcis-15745	86	18	2	2	NUM
fcis-15745	86	19	rectangles	rectangle	NOUN
fcis-15745	86	20	,	,	PUNCT
fcis-15745	86	21	but	but	CCONJ
fcis-15745	86	22	it	it	PRON
fcis-15745	86	23	is	be	AUX
fcis-15745	86	24	straightforward	straightforward	ADJ
fcis-15745	86	25	to	to	PART
fcis-15745	86	26	expand	expand	VERB
fcis-15745	86	27	to	to	ADP
fcis-15745	86	28	the	the	DET
fcis-15745	86	29	general	general	ADJ
fcis-15745	86	30	case	case	NOUN
fcis-15745	86	31	of	of	ADP
fcis-15745	86	32	2	2	NUM
fcis-15745	86	33	sets	set	NOUN
fcis-15745	86	34	of	of	ADP
fcis-15745	86	35	rectangles	rectangle	NOUN
fcis-15745	86	36	.	.	PUNCT
fcis-15745	87	1	my	my	PRON
fcis-15745	87	2	algorithm	algorithm	NOUN
fcis-15745	87	3	is	be	AUX
fcis-15745	87	4	carried	carry	VERB
fcis-15745	87	5	out	out	ADP
fcis-15745	87	6	as	as	ADP
fcis-15745	87	7	follow	follow	NOUN
fcis-15745	87	8	:	:	PUNCT
fcis-15745	87	9	firstly	firstly	ADV
fcis-15745	87	10	,	,	PUNCT
fcis-15745	87	11	i	i	PRON
fcis-15745	87	12	define	define	VERB
fcis-15745	87	13	an	an	DET
fcis-15745	87	14	1d	1d	NUM
fcis-15745	87	15	array	array	NOUN
fcis-15745	87	16	with	with	ADP
fcis-15745	87	17	24	24	NUM
fcis-15745	87	18	elements	element	NOUN
fcis-15745	87	19	,	,	PUNCT
fcis-15745	87	20	where	where	SCONJ
fcis-15745	87	21	:	:	PUNCT
fcis-15745	87	22	the	the	DET
fcis-15745	87	23	first	first	ADJ
fcis-15745	87	24	4	4	NUM
fcis-15745	87	25	elements	element	NOUN
fcis-15745	87	26	indicate	indicate	VERB
fcis-15745	87	27	whether	whether	SCONJ
fcis-15745	87	28	each	each	DET
fcis-15745	87	29	vertex	vertex	NOUN
fcis-15745	87	30	of	of	ADP
fcis-15745	87	31	the	the	DET
fcis-15745	87	32	first	first	ADJ
fcis-15745	87	33	rectangle	rectangle	NOUN
fcis-15745	87	34	is	be	AUX
fcis-15745	87	35	inside	inside	ADP
fcis-15745	87	36	the	the	DET
fcis-15745	87	37	second	second	ADJ
fcis-15745	87	38	rectangle	rectangle	NOUN
fcis-15745	87	39	or	or	CCONJ
fcis-15745	87	40	not	not	PART
fcis-15745	87	41	.	.	PUNCT
fcis-15745	88	1	elements	element	NOUN
fcis-15745	88	2	5	5	NUM
fcis-15745	88	3	-	-	SYM
fcis-15745	88	4	8	8	NUM
fcis-15745	88	5	indicate	indicate	VERB
fcis-15745	88	6	whether	whether	SCONJ
fcis-15745	88	7	each	each	DET
fcis-15745	88	8	vertex	vertex	NOUN
fcis-15745	88	9	of	of	ADP
fcis-15745	88	10	the	the	DET
fcis-15745	88	11	second	second	ADJ
fcis-15745	88	12	rectangle	rectangle	NOUN
fcis-15745	88	13	is	be	AUX
fcis-15745	88	14	inside	inside	ADP
fcis-15745	88	15	the	the	DET
fcis-15745	88	16	first	first	ADJ
fcis-15745	88	17	rectangle	rectangle	NOUN
fcis-15745	88	18	or	or	CCONJ
fcis-15745	88	19	not	not	PART
fcis-15745	88	20	.	.	PUNCT
fcis-15745	89	1	elements	element	NOUN
fcis-15745	89	2	9	9	NUM
fcis-15745	89	3	-	-	SYM
fcis-15745	89	4	12	12	NUM
fcis-15745	89	5	indicate	indicate	VERB
fcis-15745	89	6	whether	whether	SCONJ
fcis-15745	89	7	the	the	DET
fcis-15745	89	8	first	first	ADJ
fcis-15745	89	9	edge	edge	NOUN
fcis-15745	89	10	of	of	ADP
fcis-15745	89	11	the	the	DET
fcis-15745	89	12	first	first	ADJ
fcis-15745	89	13	rectangle	rectangle	NOUN
fcis-15745	89	14	intersects	intersect	NOUN
fcis-15745	89	15	4	4	NUM
fcis-15745	89	16	edges	edge	NOUN
fcis-15745	89	17	of	of	ADP
fcis-15745	89	18	the	the	DET
fcis-15745	89	19	second	second	ADJ
fcis-15745	89	20	rectangle	rectangle	NOUN
fcis-15745	89	21	or	or	CCONJ
fcis-15745	89	22	not	not	PART
fcis-15745	89	23	.	.	PUNCT
fcis-15745	90	1	elements	element	NOUN
fcis-15745	90	2	13	13	NUM
fcis-15745	90	3	-	-	SYM
fcis-15745	90	4	16	16	NUM
fcis-15745	90	5	indicate	indicate	VERB
fcis-15745	90	6	whether	whether	SCONJ
fcis-15745	90	7	the	the	DET
fcis-15745	90	8	second	second	ADJ
fcis-15745	90	9	edge	edge	NOUN
fcis-15745	90	10	of	of	ADP
fcis-15745	90	11	the	the	DET
fcis-15745	90	12	first	first	ADJ
fcis-15745	90	13	rectangle	rectangle	NOUN
fcis-15745	90	14	intersects	intersect	NOUN
fcis-15745	90	15	4	4	NUM
fcis-15745	90	16	edges	edge	NOUN
fcis-15745	90	17	of	of	ADP
fcis-15745	90	18	the	the	DET
fcis-15745	90	19	second	second	ADJ
fcis-15745	90	20	rectangle	rectangle	NOUN
fcis-15745	90	21	or	or	CCONJ
fcis-15745	90	22	not	not	PART
fcis-15745	90	23	.	.	PUNCT
fcis-15745	91	1	elements	element	NOUN
fcis-15745	91	2	17	17	NUM
fcis-15745	91	3	-	-	SYM
fcis-15745	91	4	20	20	NUM
fcis-15745	91	5	indicate	indicate	VERB
fcis-15745	91	6	whether	whether	SCONJ
fcis-15745	91	7	the	the	DET
fcis-15745	91	8	third	third	ADJ
fcis-15745	91	9	edge	edge	NOUN
fcis-15745	91	10	of	of	ADP
fcis-15745	91	11	the	the	DET
fcis-15745	91	12	first	first	ADJ
fcis-15745	91	13	rectangle	rectangle	NOUN
fcis-15745	91	14	intersects	intersect	NOUN
fcis-15745	91	15	4	4	NUM
fcis-15745	91	16	edges	edge	NOUN
fcis-15745	91	17	of	of	ADP
fcis-15745	91	18	the	the	DET
fcis-15745	91	19	second	second	ADJ
fcis-15745	91	20	rectangle	rectangle	NOUN
fcis-15745	91	21	or	or	CCONJ
fcis-15745	91	22	not	not	PART
fcis-15745	91	23	.	.	PUNCT
fcis-15745	92	1	elements	element	NOUN
fcis-15745	92	2	21	21	NUM
fcis-15745	92	3	-	-	SYM
fcis-15745	92	4	24	24	NUM
fcis-15745	92	5	indicate	indicate	VERB
fcis-15745	92	6	whether	whether	SCONJ
fcis-15745	92	7	the	the	DET
fcis-15745	92	8	last	last	ADJ
fcis-15745	92	9	edge	edge	NOUN
fcis-15745	92	10	of	of	ADP
fcis-15745	92	11	the	the	DET
fcis-15745	92	12	first	first	ADJ
fcis-15745	92	13	rectangle	rectangle	NOUN
fcis-15745	92	14	intersects	intersect	NOUN
fcis-15745	92	15	4	4	NUM
fcis-15745	92	16	edges	edge	NOUN
fcis-15745	92	17	of	of	ADP
fcis-15745	92	18	the	the	DET
fcis-15745	92	19	second	second	ADJ
fcis-15745	92	20	rectangle	rectangle	NOUN
fcis-15745	92	21	or	or	CCONJ
fcis-15745	92	22	not	not	PART
fcis-15745	92	23	.	.	PUNCT
fcis-15745	93	1	for	for	ADP
fcis-15745	93	2	the	the	DET
fcis-15745	93	3	first	first	ADJ
fcis-15745	93	4	2	2	NUM
fcis-15745	93	5	steps	step	NOUN
fcis-15745	93	6	,	,	PUNCT
fcis-15745	93	7	i	i	PRON
fcis-15745	93	8	use	use	VERB
fcis-15745	93	9	the	the	DET
fcis-15745	93	10	conclusion	conclusion	NOUN
fcis-15745	93	11	from	from	ADP
fcis-15745	93	12	following	follow	VERB
fcis-15745	93	13	theorem	theorem	ADJ
fcis-15745	93	14	:	:	PUNCT
fcis-15745	93	15	theorem	theorem	NOUN
fcis-15745	93	16	1	1	NUM
fcis-15745	93	17	.	.	PUNCT
fcis-15745	93	18	given	give	VERB
fcis-15745	93	19	a	a	DET
fcis-15745	93	20	rectangle	rectangle	NOUN
fcis-15745	93	21	abcd	abcd	NOUN
fcis-15745	93	22	,	,	PUNCT
fcis-15745	93	23	a	a	DET
fcis-15745	93	24	point	point	NOUN
fcis-15745	93	25	m	m	NOUN
fcis-15745	93	26	of	of	ADP
fcis-15745	93	27	coordinates	coordinate	NOUN
fcis-15745	93	28	(	(	PUNCT
fcis-15745	93	29	x	x	X
fcis-15745	93	30	,	,	PUNCT
fcis-15745	93	31	y	y	NOUN
fcis-15745	93	32	)	)	PUNCT
fcis-15745	93	33	is	be	AUX
fcis-15745	93	34	inside	inside	ADP
fcis-15745	93	35	the	the	DET
fcis-15745	93	36	rectangle	rectangle	NOUN
fcis-15745	93	37	if	if	SCONJ
fcis-15745	93	38	and	and	CCONJ
fcis-15745	93	39	only	only	ADV
fcis-15745	93	40	if	if	SCONJ
fcis-15745	93	41	:	:	PUNCT
fcis-15745	93	42	figure	figure	VERB
fcis-15745	93	43	4	4	NUM
fcis-15745	93	44	.	.	PUNCT
fcis-15745	93	45	intersection	intersection	NOUN
fcis-15745	93	46	between	between	ADP
fcis-15745	93	47	2	2	NUM
fcis-15745	93	48	line	line	NOUN
fcis-15745	93	49	segment	segment	NOUN
fcis-15745	93	50	for	for	ADP
fcis-15745	93	51	the	the	DET
fcis-15745	93	52	steps	step	NOUN
fcis-15745	93	53	3	3	NUM
fcis-15745	93	54	-	-	SYM
fcis-15745	93	55	6	6	NUM
fcis-15745	93	56	,	,	PUNCT
fcis-15745	93	57	algorithm	algorithm	NOUN
fcis-15745	93	58	is	be	AUX
fcis-15745	93	59	more	more	ADV
fcis-15745	93	60	complex	complex	ADJ
fcis-15745	93	61	.	.	PUNCT
fcis-15745	94	1	given	give	VERB
fcis-15745	94	2	2	2	NUM
fcis-15745	94	3	line	line	NOUN
fcis-15745	94	4	segments	segment	NOUN
fcis-15745	94	5	:	:	PUNCT
fcis-15745	94	6	line	line	NOUN
fcis-15745	94	7	segment	segment	NOUN
fcis-15745	94	8	a	a	PRON
fcis-15745	94	9	with	with	ADP
fcis-15745	94	10	2	2	NUM
fcis-15745	94	11	endpoints	endpoint	NOUN
fcis-15745	94	12	p1	p1	NOUN
fcis-15745	94	13	and	and	CCONJ
fcis-15745	94	14	p2	p2	NOUN
fcis-15745	94	15	,	,	PUNCT
fcis-15745	94	16	and	and	CCONJ
fcis-15745	94	17	line	line	NOUN
fcis-15745	94	18	segment	segment	NOUN
fcis-15745	94	19	b	b	PROPN
fcis-15745	94	20	with	with	ADP
fcis-15745	94	21	2	2	NUM
fcis-15745	94	22	end	end	NOUN
fcis-15745	94	23	-	-	PUNCT
fcis-15745	94	24	points	point	NOUN
fcis-15745	94	25	p3	p3	NOUN
fcis-15745	94	26	and	and	CCONJ
fcis-15745	94	27	p4	p4	ADJ
fcis-15745	94	28	as	as	SCONJ
fcis-15745	94	29	illustrated	illustrate	VERB
fcis-15745	94	30	in	in	ADP
fcis-15745	94	31	figure	figure	NOUN
fcis-15745	94	32	4	4	NUM
fcis-15745	94	33	,	,	PUNCT
fcis-15745	94	34	we	we	PRON
fcis-15745	94	35	could	could	AUX
fcis-15745	94	36	define	define	VERB
fcis-15745	94	37	the	the	DET
fcis-15745	94	38	equation	equation	NOUN
fcis-15745	94	39	for	for	ADP
fcis-15745	94	40	2	2	NUM
fcis-15745	94	41	lines	line	NOUN
fcis-15745	94	42	as	as	ADP
fcis-15745	94	43	below	below	ADV
fcis-15745	94	44	:	:	PUNCT
fcis-15745	95	1	pa	pa	PROPN
fcis-15745	95	2	=	=	PUNCT
fcis-15745	96	1	p	p	PROPN
fcis-15745	96	2	1	1	NUM
fcis-15745	96	3	+	+	CCONJ
fcis-15745	96	4	ua(p	ua(p	NUM
fcis-15745	96	5	2	2	NUM
fcis-15745	96	6	p	p	NOUN
fcis-15745	96	7	1	1	NUM
fcis-15745	96	8	)	)	PUNCT
fcis-15745	96	9	(	(	PUNCT
fcis-15745	96	10	1	1	X
fcis-15745	96	11	)	)	PUNCT
fcis-15745	96	12	pb	pb	ADP
fcis-15745	97	1	=	=	PUNCT
fcis-15745	97	2	p	p	NOUN
fcis-15745	97	3	3	3	NUM
fcis-15745	97	4	+	+	CCONJ
fcis-15745	97	5	ub(p	ub(p	PRON
fcis-15745	97	6	4	4	NUM
fcis-15745	97	7	p	p	NOUN
fcis-15745	97	8	3	3	NUM
fcis-15745	97	9	)	)	PUNCT
fcis-15745	97	10	(	(	PUNCT
fcis-15745	97	11	2	2	X
fcis-15745	97	12	)	)	PUNCT
fcis-15745	97	13	solving	solve	VERB
fcis-15745	97	14	the	the	DET
fcis-15745	97	15	intersection	intersection	NOUN
fcis-15745	97	16	point	point	NOUN
fcis-15745	97	17	where	where	SCONJ
fcis-15745	97	18	pa	pa	PROPN
fcis-15745	97	19	=	=	PUNCT
fcis-15745	97	20	pb	pb	PROPN
fcis-15745	97	21	gives	give	VERB
fcis-15745	97	22	the	the	DET
fcis-15745	97	23	following	follow	VERB
fcis-15745	97	24	2	2	NUM
fcis-15745	97	25	equations	equation	NOUN
fcis-15745	97	26	in	in	ADP
fcis-15745	97	27	2	2	NUM
fcis-15745	97	28	unknown	unknown	ADJ
fcis-15745	97	29	variables	variable	NOUN
fcis-15745	97	30	(	(	PUNCT
fcis-15745	97	31	ua	ua	PROPN
fcis-15745	97	32	and	and	CCONJ
fcis-15745	97	33	ub	ub	ADP
fcis-15745	97	34	):	):	PUNCT
fcis-15745	97	35	solving	solve	VERB
fcis-15745	97	36	these	these	DET
fcis-15745	97	37	2	2	NUM
fcis-15745	97	38	equations	equation	NOUN
fcis-15745	97	39	gives	give	VERB
fcis-15745	97	40	the	the	DET
fcis-15745	97	41	following	follow	VERB
fcis-15745	97	42	expressions	expression	NOUN
fcis-15745	97	43	for	for	ADP
fcis-15745	97	44	ua	ua	PROPN
fcis-15745	97	45	and	and	CCONJ
fcis-15745	97	46	ub	ub	ADP
fcis-15745	97	47	:	:	PUNCT
fcis-15745	97	48	(	(	PUNCT
fcis-15745	97	49	3	3	X
fcis-15745	97	50	)	)	PUNCT
fcis-15745	97	51	(	(	PUNCT
fcis-15745	97	52	4	4	X
fcis-15745	97	53	)	)	PUNCT
fcis-15745	97	54	substituting	substitute	VERB
fcis-15745	97	55	either	either	CCONJ
fcis-15745	97	56	(	(	PUNCT
fcis-15745	97	57	3	3	NUM
fcis-15745	97	58	)	)	PUNCT
fcis-15745	97	59	or	or	CCONJ
fcis-15745	97	60	(	(	PUNCT
fcis-15745	97	61	4	4	NUM
fcis-15745	97	62	)	)	PUNCT
fcis-15745	97	63	into	into	ADP
fcis-15745	97	64	either	either	PRON
fcis-15745	97	65	(	(	PUNCT
fcis-15745	97	66	1	1	NUM
fcis-15745	97	67	)	)	PUNCT
fcis-15745	97	68	or	or	CCONJ
fcis-15745	97	69	(	(	PUNCT
fcis-15745	97	70	2	2	X
fcis-15745	97	71	)	)	PUNCT
fcis-15745	97	72	gives	give	VERB
fcis-15745	97	73	us	we	PRON
fcis-15745	97	74	the	the	DET
fcis-15745	97	75	intersection	intersection	NOUN
fcis-15745	97	76	point	point	NOUN
fcis-15745	97	77	.	.	PUNCT
fcis-15745	98	1	the	the	DET
fcis-15745	98	2	above	above	ADJ
fcis-15745	98	3	method	method	NOUN
fcis-15745	98	4	is	be	AUX
fcis-15745	98	5	used	use	VERB
fcis-15745	98	6	for	for	ADP
fcis-15745	98	7	calculating	calculate	VERB
fcis-15745	98	8	intersection	intersection	NOUN
fcis-15745	98	9	between	between	ADP
fcis-15745	98	10	2	2	NUM
fcis-15745	98	11	arbitrary	arbitrary	ADJ
fcis-15745	98	12	lines	line	NOUN
fcis-15745	98	13	.	.	PUNCT
fcis-15745	99	1	but	but	CCONJ
fcis-15745	99	2	we	we	PRON
fcis-15745	99	3	need	need	VERB
fcis-15745	99	4	to	to	PART
fcis-15745	99	5	calculate	calculate	VERB
fcis-15745	99	6	the	the	DET
fcis-15745	99	7	intersection	intersection	NOUN
fcis-15745	99	8	between	between	ADP
fcis-15745	99	9	2	2	NUM
fcis-15745	99	10	line	line	NOUN
fcis-15745	99	11	segments	segment	NOUN
fcis-15745	99	12	.	.	PUNCT
fcis-15745	100	1	one	one	NUM
fcis-15745	100	2	important	important	ADJ
fcis-15745	100	3	condition	condition	NOUN
fcis-15745	100	4	for	for	ADP
fcis-15745	100	5	segment	segment	NOUN
fcis-15745	100	6	intersection	intersection	NOUN
fcis-15745	100	7	is	be	AUX
fcis-15745	100	8	that	that	SCONJ
fcis-15745	100	9	:	:	PUNCT
fcis-15745	100	10	after	after	ADP
fcis-15745	100	11	performing	perform	VERB
fcis-15745	100	12	point	point	NOUN
fcis-15745	100	13	-	-	PUNCT
fcis-15745	100	14	inside	inside	ADJ
fcis-15745	100	15	-	-	PUNCT
fcis-15745	100	16	rectangle	rectangle	NOUN
fcis-15745	100	17	check	check	NOUN
fcis-15745	100	18	and	and	CCONJ
fcis-15745	100	19	linesegment	linesegment	NOUN
fcis-15745	100	20	check	check	NOUN
fcis-15745	100	21	between	between	ADP
fcis-15745	100	22	2	2	NUM
fcis-15745	100	23	rectangles	rectangle	NOUN
fcis-15745	100	24	,	,	PUNCT
fcis-15745	100	25	the	the	DET
fcis-15745	100	26	24element	24element	NUM
fcis-15745	100	27	array	array	NOUN
fcis-15745	100	28	will	will	AUX
fcis-15745	100	29	be	be	AUX
fcis-15745	100	30	filled	fill	VERB
fcis-15745	100	31	with	with	ADP
fcis-15745	100	32	the	the	DET
fcis-15745	100	33	coordinates	coordinate	NOUN
fcis-15745	100	34	of	of	ADP
fcis-15745	100	35	vertices	vertex	NOUN
fcis-15745	100	36	and	and	CCONJ
fcis-15745	100	37	intersection	intersection	NOUN
fcis-15745	100	38	points	point	NOUN
fcis-15745	100	39	if	if	SCONJ
fcis-15745	100	40	they	they	PRON
fcis-15745	100	41	belong	belong	VERB
fcis-15745	100	42	to	to	ADP
fcis-15745	100	43	the	the	DET
fcis-15745	100	44	intersection	intersection	NOUN
fcis-15745	100	45	polygon	polygon	NOUN
fcis-15745	100	46	.	.	PUNCT
fcis-15745	101	1	it	it	PRON
fcis-15745	101	2	should	should	AUX
fcis-15745	101	3	be	be	AUX
fcis-15745	101	4	noted	note	VERB
fcis-15745	101	5	that	that	SCONJ
fcis-15745	101	6	this	this	DET
fcis-15745	101	7	array	array	NOUN
fcis-15745	101	8	could	could	AUX
fcis-15745	101	9	only	only	ADV
fcis-15745	101	10	contain	contain	VERB
fcis-15745	101	11	up	up	ADP
fcis-15745	101	12	to	to	PART
fcis-15745	101	13	8	8	NUM
fcis-15745	101	14	non	non	ADJ
fcis-15745	101	15	-	-	ADJ
fcis-15745	101	16	zero	zero	NUM
fcis-15745	101	17	elements	element	NOUN
fcis-15745	101	18	,	,	PUNCT
fcis-15745	101	19	since	since	SCONJ
fcis-15745	101	20	the	the	DET
fcis-15745	101	21	intersection	intersection	NOUN
fcis-15745	101	22	polygon	polygon	NOUN
fcis-15745	101	23	has	have	VERB
fcis-15745	101	24	maximum	maximum	ADJ
fcis-15745	101	25	8	8	NUM
fcis-15745	101	26	vertices	vertex	NOUN
fcis-15745	101	27	.	.	PUNCT
fcis-15745	102	1	the	the	DET
fcis-15745	102	2	next	next	ADJ
fcis-15745	102	3	step	step	NOUN
fcis-15745	102	4	is	be	AUX
fcis-15745	102	5	to	to	PART
fcis-15745	102	6	sort	sort	VERB
fcis-15745	102	7	all	all	DET
fcis-15745	102	8	vertices	vertex	NOUN
fcis-15745	102	9	in	in	ADP
fcis-15745	102	10	clockwise	clockwise	NOUN
fcis-15745	102	11	or	or	CCONJ
fcis-15745	102	12	anticlockwise	anticlockwise	NOUN
fcis-15745	102	13	order	order	NOUN
fcis-15745	102	14	.	.	PUNCT
fcis-15745	103	1	the	the	DET
fcis-15745	103	2	way	way	NOUN
fcis-15745	103	3	i	i	PRON
fcis-15745	103	4	use	use	VERB
fcis-15745	103	5	is	be	AUX
fcis-15745	103	6	to	to	PART
fcis-15745	103	7	sort	sort	VERB
fcis-15745	103	8	vertices	vertex	NOUN
fcis-15745	103	9	based	base	VERB
fcis-15745	103	10	on	on	ADP
fcis-15745	103	11	their	their	PRON
fcis-15745	103	12	angle	angle	NOUN
fcis-15745	103	13	with	with	ADP
fcis-15745	103	14	horizontal	horizontal	ADJ
fcis-15745	103	15	axis	axis	NOUN
fcis-15745	103	16	.	.	PUNCT
fcis-15745	104	1	finally	finally	ADV
fcis-15745	104	2	,	,	PUNCT
fcis-15745	104	3	the	the	DET
fcis-15745	104	4	following	follow	VERB
fcis-15745	104	5	formula	formula	NOUN
fcis-15745	104	6	is	be	AUX
fcis-15745	104	7	used	use	VERB
fcis-15745	104	8	to	to	PART
fcis-15745	104	9	calculate	calculate	VERB
fcis-15745	104	10	the	the	DET
fcis-15745	104	11	area	area	NOUN
fcis-15745	104	12	of	of	ADP
fcis-15745	104	13	any	any	DET
fcis-15745	104	14	regular	regular	ADJ
fcis-15745	104	15	or	or	CCONJ
fcis-15745	104	16	irregular	irregular	ADJ
fcis-15745	104	17	,	,	PUNCT
fcis-15745	104	18	convex	convex	ADJ
fcis-15745	104	19	or	or	CCONJ
fcis-15745	104	20	concave	concave	ADJ
fcis-15745	104	21	n	n	CCONJ
fcis-15745	104	22	-	-	PUNCT
fcis-15745	104	23	vertex	vertex	NOUN
fcis-15745	104	24	polygon	polygon	NOUN
fcis-15745	104	25	:	:	PUNCT
fcis-15745	104	26	7	7	NUM
fcis-15745	104	27	the	the	DET
fcis-15745	104	28	whole	whole	ADJ
fcis-15745	104	29	method	method	NOUN
fcis-15745	104	30	above	above	ADV
fcis-15745	104	31	when	when	SCONJ
fcis-15745	104	32	applied	apply	VERB
fcis-15745	104	33	on	on	ADP
fcis-15745	104	34	set	set	NOUN
fcis-15745	104	35	of	of	ADP
fcis-15745	104	36	nxm	nxm	NOUN
fcis-15745	104	37	rectangles	rectangle	NOUN
fcis-15745	104	38	will	will	AUX
fcis-15745	104	39	result	result	VERB
fcis-15745	104	40	in	in	ADP
fcis-15745	104	41	an	an	DET
fcis-15745	104	42	nxm	nxm	NOUN
fcis-15745	104	43	matrix	matrix	NOUN
fcis-15745	104	44	whose	whose	DET
fcis-15745	104	45	elements	element	NOUN
fcis-15745	104	46	representing	represent	VERB
fcis-15745	104	47	intersection	intersection	NOUN
fcis-15745	104	48	areas	area	NOUN
fcis-15745	104	49	.	.	PUNCT
fcis-15745	105	1	then	then	ADV
fcis-15745	105	2	combined	combine	VERB
fcis-15745	105	3	with	with	ADP
fcis-15745	105	4	the	the	DET
fcis-15745	105	5	calculation	calculation	NOUN
fcis-15745	105	6	of	of	ADP
fcis-15745	105	7	union	union	NOUN
fcis-15745	105	8	areas	area	NOUN
fcis-15745	105	9	,	,	PUNCT
fcis-15745	105	10	which	which	PRON
fcis-15745	105	11	is	be	AUX
fcis-15745	105	12	straightforward	straightforward	ADJ
fcis-15745	105	13	,	,	PUNCT
fcis-15745	105	14	the	the	DET
fcis-15745	105	15	nxm	nxm	NOUN
fcis-15745	105	16	matrix	matrix	NOUN
fcis-15745	105	17	of	of	ADP
fcis-15745	105	18	iou	iou	PROPN
fcis-15745	105	19	is	be	AUX
fcis-15745	105	20	retrieved	retrieve	VERB
fcis-15745	105	21	.	.	PUNCT
fcis-15745	106	1	again	again	ADV
fcis-15745	106	2	,	,	PUNCT
fcis-15745	106	3	it	it	PRON
fcis-15745	106	4	is	be	AUX
fcis-15745	106	5	worth	worth	ADJ
fcis-15745	106	6	reminding	remind	VERB
fcis-15745	106	7	that	that	SCONJ
fcis-15745	106	8	though	though	SCONJ
fcis-15745	106	9	there	there	PRON
fcis-15745	106	10	are	be	VERB
fcis-15745	106	11	some	some	DET
fcis-15745	106	12	existing	exist	VERB
fcis-15745	106	13	methods	method	NOUN
fcis-15745	106	14	performing	perform	VERB
fcis-15745	106	15	iou	iou	NOUN
fcis-15745	106	16	calculation	calculation	NOUN
fcis-15745	106	17	(	(	PUNCT
fcis-15745	106	18	e.g.	e.g.	ADV
fcis-15745	106	19	[	[	X
fcis-15745	106	20	12	12	NUM
fcis-15745	106	21	]	]	PUNCT
fcis-15745	106	22	)	)	PUNCT
fcis-15745	106	23	,	,	PUNCT
fcis-15745	106	24	to	to	ADP
fcis-15745	106	25	the	the	DET
fcis-15745	106	26	best	good	ADJ
fcis-15745	106	27	of	of	ADP
fcis-15745	106	28	my	my	PRON
fcis-15745	106	29	knowledge	knowledge	NOUN
fcis-15745	106	30	,	,	PUNCT
fcis-15745	106	31	my	my	PRON
fcis-15745	106	32	method	method	NOUN
fcis-15745	106	33	is	be	AUX
fcis-15745	106	34	the	the	DET
fcis-15745	106	35	first	first	ADJ
fcis-15745	106	36	one	one	NUM
fcis-15745	106	37	applying	apply	VERB
fcis-15745	106	38	the	the	DET
fcis-15745	106	39	same	same	ADJ
fcis-15745	106	40	procedure	procedure	NOUN
fcis-15745	106	41	for	for	ADP
fcis-15745	106	42	all	all	DET
fcis-15745	106	43	cases	case	NOUN
fcis-15745	106	44	of	of	ADP
fcis-15745	106	45	relative	relative	ADJ
fcis-15745	106	46	position	position	NOUN
fcis-15745	106	47	between	between	ADP
fcis-15745	106	48	2	2	NUM
fcis-15745	106	49	(	(	PUNCT
fcis-15745	106	50	sets	set	NOUN
fcis-15745	106	51	of	of	ADP
fcis-15745	106	52	)	)	PUNCT
fcis-15745	106	53	rectangles	rectangle	NOUN
fcis-15745	106	54	,	,	PUNCT
fcis-15745	106	55	which	which	PRON
fcis-15745	106	56	makes	make	VERB
fcis-15745	106	57	it	it	PRON
fcis-15745	106	58	not	not	PART
fcis-15745	106	59	only	only	ADV
fcis-15745	106	60	theoretically	theoretically	ADV
fcis-15745	106	61	but	but	CCONJ
fcis-15745	106	62	also	also	ADV
fcis-15745	106	63	practically	practically	ADV
fcis-15745	106	64	applicable	applicable	ADJ
fcis-15745	106	65	.	.	PUNCT
fcis-15745	107	1	3.3	3.3	NUM
fcis-15745	107	2	.	.	PUNCT
fcis-15745	108	1	non	non	ADJ
fcis-15745	108	2	-	-	ADJ
fcis-15745	108	3	maximum	maximum	ADJ
fcis-15745	108	4	suppression	suppression	NOUN
fcis-15745	108	5	multi	multi	ADJ
fcis-15745	108	6	-	-	ADJ
fcis-15745	108	7	task	task	ADJ
fcis-15745	108	8	loss	loss	NOUN
fcis-15745	108	9	function	function	NOUN
fcis-15745	108	10	in	in	ADP
fcis-15745	108	11	order	order	NOUN
fcis-15745	108	12	to	to	PART
fcis-15745	108	13	build	build	VERB
fcis-15745	108	14	a	a	DET
fcis-15745	108	15	regression	regression	NOUN
fcis-15745	108	16	model	model	NOUN
fcis-15745	108	17	for	for	ADP
fcis-15745	108	18	rotated	rotate	VERB
fcis-15745	108	19	bounding	bounding	NOUN
fcis-15745	108	20	boxes	box	NOUN
fcis-15745	109	1	,	,	PUNCT
fcis-15745	109	2	we	we	PRON
fcis-15745	109	3	need	need	VERB
fcis-15745	109	4	to	to	PART
fcis-15745	109	5	define	define	VERB
fcis-15745	109	6	a	a	DET
fcis-15745	109	7	loss	loss	NOUN
fcis-15745	109	8	function	function	NOUN
fcis-15745	109	9	calculated	calculate	VERB
fcis-15745	109	10	on	on	ADP
fcis-15745	109	11	each	each	DET
fcis-15745	109	12	proposal	proposal	NOUN
fcis-15745	109	13	.	.	PUNCT
fcis-15745	110	1	in	in	ADP
fcis-15745	110	2	my	my	PRON
fcis-15745	110	3	project	project	NOUN
fcis-15745	110	4	,	,	PUNCT
fcis-15745	110	5	the	the	DET
fcis-15745	110	6	loss	loss	NOUN
fcis-15745	110	7	function	function	NOUN
fcis-15745	110	8	is	be	AUX
fcis-15745	110	9	the	the	DET
fcis-15745	110	10	summation	summation	NOUN
fcis-15745	110	11	of	of	ADP
fcis-15745	110	12	2	2	NUM
fcis-15745	110	13	losses	loss	NOUN
fcis-15745	110	14	:	:	PUNCT
fcis-15745	110	15	one	one	NUM
fcis-15745	110	16	for	for	ADP
fcis-15745	110	17	object	object	NOUN
fcis-15745	110	18	classification	classification	NOUN
fcis-15745	110	19	task	task	NOUN
fcis-15745	110	20	and	and	CCONJ
fcis-15745	110	21	one	one	NUM
fcis-15745	110	22	for	for	ADP
fcis-15745	110	23	rotated	rotated	ADJ
fcis-15745	110	24	bounding	bounding	NOUN
fcis-15745	110	25	box	box	PROPN
fcis-15745	110	26	regression	regression	PROPN
fcis-15745	110	27	task	task	NOUN
fcis-15745	110	28	.	.	PUNCT
fcis-15745	111	1	mathematically	mathematically	ADV
fcis-15745	111	2	,	,	PUNCT
fcis-15745	111	3	my	my	PRON
fcis-15745	111	4	loss	loss	NOUN
fcis-15745	111	5	function	function	NOUN
fcis-15745	111	6	is	be	AUX
fcis-15745	111	7	defined	define	VERB
fcis-15745	111	8	as	as	ADP
fcis-15745	111	9	below	below	ADV
fcis-15745	111	10	:	:	PUNCT
fcis-15745	112	1	l	l	NOUN
fcis-15745	112	2	(	(	PUNCT
fcis-15745	112	3	p	p	X
fcis-15745	112	4	,	,	PUNCT
fcis-15745	112	5	t	t	PROPN
fcis-15745	112	6	)	)	PUNCT
fcis-15745	112	7	=	=	SYM
fcis-15745	112	8	lcls(p	lcls(p	PROPN
fcis-15745	112	9	,	,	PUNCT
fcis-15745	112	10	p	p	NOUN
fcis-15745	112	11	*	*	PUNCT
fcis-15745	112	12	)	)	PUNCT
fcis-15745	113	1	+	+	CCONJ
fcis-15745	113	2	λp*lreg(t	λp*lreg(t	PROPN
fcis-15745	113	3	,	,	PUNCT
fcis-15745	113	4	t	t	PROPN
fcis-15745	113	5	*	*	PUNCT
fcis-15745	113	6	)	)	PUNCT
fcis-15745	113	7	(	(	PUNCT
fcis-15745	113	8	5	5	NUM
fcis-15745	113	9	)	)	PUNCT
fcis-15745	113	10	in	in	ADP
fcis-15745	113	11	5	5	NUM
fcis-15745	113	12	,	,	PUNCT
fcis-15745	113	13	the	the	DET
fcis-15745	113	14	classification	classification	NOUN
fcis-15745	113	15	loss	loss	NOUN
fcis-15745	113	16	lcls	lcls	NOUN
fcis-15745	113	17	is	be	AUX
fcis-15745	113	18	log	log	VERB
fcis-15745	113	19	loss	loss	NOUN
fcis-15745	113	20	over	over	ADP
fcis-15745	113	21	m	m	PROPN
fcis-15745	113	22	+	+	ADJ
fcis-15745	113	23	1	1	NUM
fcis-15745	113	24	classes	class	NOUN
fcis-15745	113	25	(	(	PUNCT
fcis-15745	113	26	m	m	VERB
fcis-15745	113	27	different	different	ADJ
fcis-15745	113	28	object	object	NOUN
fcis-15745	113	29	’s	’s	PART
fcis-15745	113	30	classes	class	NOUN
fcis-15745	113	31	plus	plus	CCONJ
fcis-15745	113	32	the	the	DET
fcis-15745	113	33	background	background	NOUN
fcis-15745	113	34	class	class	NOUN
fcis-15745	113	35	)	)	PUNCT
fcis-15745	113	36	.	.	PUNCT
fcis-15745	114	1	p	p	NOUN
fcis-15745	114	2	and	and	CCONJ
fcis-15745	114	3	p	p	X
fcis-15745	114	4	*	*	NOUN
fcis-15745	114	5	are	be	AUX
fcis-15745	114	6	predicted	predict	VERB
fcis-15745	114	7	and	and	CCONJ
fcis-15745	114	8	ground	ground	NOUN
fcis-15745	114	9	truth	truth	NOUN
fcis-15745	114	10	classes	class	NOUN
fcis-15745	114	11	respectively	respectively	ADV
fcis-15745	114	12	.	.	PUNCT
fcis-15745	115	1	for	for	ADP
fcis-15745	115	2	regression	regression	NOUN
fcis-15745	115	3	loss	loss	NOUN
fcis-15745	115	4	,	,	PUNCT
fcis-15745	115	5	i	i	PRON
fcis-15745	115	6	adopt	adopt	VERB
fcis-15745	115	7	the	the	DET
fcis-15745	115	8	smooth	smooth	ADJ
fcis-15745	115	9	l1	l1	PROPN
fcis-15745	115	10	loss	loss	NOUN
fcis-15745	115	11	as	as	ADP
fcis-15745	115	12	below	below	ADV
fcis-15745	115	13	:	:	PUNCT
fcis-15745	115	14	(	(	PUNCT
fcis-15745	115	15	6	6	NUM
fcis-15745	115	16	)	)	PUNCT
fcis-15745	115	17	where	where	SCONJ
fcis-15745	115	18	:	:	PUNCT
fcis-15745	115	19	x	x	X
fcis-15745	115	20	,	,	PUNCT
fcis-15745	115	21	y	y	PROPN
fcis-15745	115	22	,	,	PUNCT
fcis-15745	115	23	w	w	PROPN
fcis-15745	115	24	,	,	PUNCT
fcis-15745	115	25	and	and	CCONJ
fcis-15745	115	26	h	h	NOUN
fcis-15745	115	27	denote	denote	NOUN
fcis-15745	115	28	proposals	proposal	NOUN
fcis-15745	115	29	center	center	NOUN
fcis-15745	115	30	coordinates	coordinate	NOUN
fcis-15745	115	31	and	and	CCONJ
fcis-15745	115	32	its	its	PRON
fcis-15745	115	33	width	width	NOUN
fcis-15745	115	34	and	and	CCONJ
fcis-15745	115	35	height	height	NOUN
fcis-15745	115	36	.	.	PUNCT
fcis-15745	116	1	θ	θ	PROPN
fcis-15745	116	2	indicates	indicate	VERB
fcis-15745	116	3	the	the	DET
fcis-15745	116	4	angle	angle	NOUN
fcis-15745	116	5	between	between	ADP
fcis-15745	116	6	the	the	DET
fcis-15745	116	7	longer	long	ADJ
fcis-15745	116	8	side	side	NOUN
fcis-15745	116	9	of	of	ADP
fcis-15745	116	10	proposal	proposal	NOUN
fcis-15745	116	11	and	and	CCONJ
fcis-15745	116	12	x	x	NOUN
fcis-15745	116	13	-	-	NOUN
fcis-15745	116	14	axis	axis	ADJ
fcis-15745	116	15	.	.	PUNCT
fcis-15745	117	1	t	t	PROPN
fcis-15745	117	2	and	and	CCONJ
fcis-15745	117	3	t	t	PROPN
fcis-15745	117	4	*	*	VERB
fcis-15745	117	5	are	be	AUX
fcis-15745	117	6	predicted	predict	VERB
fcis-15745	117	7	and	and	CCONJ
fcis-15745	117	8	ground	ground	NOUN
fcis-15745	117	9	truth	truth	NOUN
fcis-15745	117	10	bounding	bounding	NOUN
fcis-15745	117	11	boxes	box	NOUN
fcis-15745	117	12	respectively	respectively	ADV
fcis-15745	117	13	.	.	PUNCT
fcis-15745	118	1	the	the	DET
fcis-15745	118	2	specific	specific	ADJ
fcis-15745	118	3	form	form	NOUN
fcis-15745	118	4	of	of	ADP
fcis-15745	118	5	these	these	DET
fcis-15745	118	6	10	10	NUM
fcis-15745	118	7	parameters	parameter	NOUN
fcis-15745	118	8	(	(	PUNCT
fcis-15745	118	9	5	5	NUM
fcis-15745	118	10	for	for	ADP
fcis-15745	118	11	predicted	predict	VERB
fcis-15745	118	12	and	and	CCONJ
fcis-15745	118	13	5	5	NUM
fcis-15745	118	14	for	for	ADP
fcis-15745	118	15	ground	ground	NOUN
fcis-15745	118	16	truth	truth	NOUN
fcis-15745	118	17	bounding	bounding	NOUN
fcis-15745	118	18	boxes	box	NOUN
fcis-15745	118	19	)	)	PUNCT
fcis-15745	118	20	are	be	AUX
fcis-15745	118	21	described	describe	VERB
fcis-15745	118	22	in	in	ADP
fcis-15745	118	23	[	[	X
fcis-15745	118	24	11	11	NUM
fcis-15745	118	25	]	]	PUNCT
fcis-15745	118	26	.	.	PUNCT
fcis-15745	119	1	in	in	ADP
fcis-15745	119	2	5	5	NUM
fcis-15745	119	3	,	,	PUNCT
fcis-15745	119	4	the	the	DET
fcis-15745	119	5	term	term	NOUN
fcis-15745	119	6	p	p	AUX
fcis-15745	119	7	*	*	AUX
fcis-15745	119	8	coming	come	VERB
fcis-15745	119	9	along	along	ADP
fcis-15745	119	10	with	with	ADP
fcis-15745	119	11	regression	regression	NOUN
fcis-15745	119	12	loss	loss	NOUN
fcis-15745	119	13	acts	act	NOUN
fcis-15745	119	14	as	as	ADP
fcis-15745	119	15	a	a	DET
fcis-15745	119	16	trigger	trigger	NOUN
fcis-15745	119	17	,	,	PUNCT
fcis-15745	119	18	activated	activate	VERB
fcis-15745	119	19	only	only	ADV
fcis-15745	119	20	for	for	ADP
fcis-15745	119	21	object	object	NOUN
fcis-15745	119	22	classes	class	NOUN
fcis-15745	119	23	,	,	PUNCT
fcis-15745	119	24	and	and	CCONJ
fcis-15745	119	25	disabled	disabled	ADJ
fcis-15745	119	26	for	for	ADP
fcis-15745	119	27	background	background	NOUN
fcis-15745	119	28	class	class	NOUN
fcis-15745	119	29	.	.	PUNCT
fcis-15745	120	1	parameter	parameter	PROPN
fcis-15745	120	2	λ	λ	PROPN
fcis-15745	120	3	indicates	indicate	VERB
fcis-15745	120	4	the	the	DET
fcis-15745	120	5	trade	trade	NOUN
fcis-15745	120	6	-	-	PUNCT
fcis-15745	120	7	off	off	NOUN
fcis-15745	120	8	between	between	ADP
fcis-15745	120	9	these	these	DET
fcis-15745	120	10	2	2	NUM
fcis-15745	120	11	losses	loss	NOUN
fcis-15745	120	12	.	.	PUNCT
fcis-15745	121	1	in	in	ADP
fcis-15745	121	2	my	my	PRON
fcis-15745	121	3	experiments	experiment	NOUN
fcis-15745	121	4	,	,	PUNCT
fcis-15745	121	5	this	this	DET
fcis-15745	121	6	parameter	parameter	NOUN
fcis-15745	121	7	is	be	AUX
fcis-15745	121	8	set	set	VERB
fcis-15745	121	9	to	to	ADP
fcis-15745	121	10	1	1	NUM
fcis-15745	121	11	,	,	PUNCT
fcis-15745	121	12	resulting	result	VERB
fcis-15745	121	13	in	in	ADP
fcis-15745	121	14	a	a	DET
fcis-15745	121	15	balancing	balance	VERB
fcis-15745	121	16	importance	importance	NOUN
fcis-15745	121	17	between	between	ADP
fcis-15745	121	18	classification	classification	NOUN
fcis-15745	121	19	and	and	CCONJ
fcis-15745	121	20	regression	regression	NOUN
fcis-15745	121	21	losses	loss	NOUN
fcis-15745	121	22	.	.	PUNCT
fcis-15745	122	1	3.4	3.4	NUM
fcis-15745	122	2	.	.	PUNCT
fcis-15745	122	3	rotated	rotate	VERB
fcis-15745	122	4	region	region	NOUN
fcis-15745	122	5	of	of	ADP
fcis-15745	122	6	interest	interest	NOUN
fcis-15745	122	7	pooling	pool	VERB
fcis-15745	122	8	layer	layer	NOUN
fcis-15745	122	9	as	as	SCONJ
fcis-15745	122	10	presented	present	VERB
fcis-15745	122	11	in	in	ADP
fcis-15745	122	12	fast	fast	ADJ
fcis-15745	122	13	-	-	PUNCT
fcis-15745	122	14	rcnn	rcnn	NOUN
fcis-15745	122	15	[	[	X
fcis-15745	122	16	2	2	NUM
fcis-15745	122	17	]	]	PUNCT
fcis-15745	122	18	,	,	PUNCT
fcis-15745	122	19	region	region	NOUN
fcis-15745	122	20	of	of	ADP
fcis-15745	122	21	interest	interest	NOUN
fcis-15745	122	22	(	(	PUNCT
fcis-15745	122	23	roi	roi	NOUN
fcis-15745	122	24	)	)	PUNCT
fcis-15745	122	25	pooling	pool	VERB
fcis-15745	122	26	layer	layer	NOUN
fcis-15745	122	27	extracts	extract	NOUN
fcis-15745	122	28	a	a	DET
fcis-15745	122	29	fixed	fix	VERB
fcis-15745	122	30	-	-	PUNCT
fcis-15745	122	31	length	length	NOUN
fcis-15745	122	32	feature	feature	NOUN
fcis-15745	122	33	vector	vector	NOUN
fcis-15745	122	34	from	from	ADP
fcis-15745	122	35	the	the	DET
fcis-15745	122	36	feature	feature	NOUN
fcis-15745	122	37	map	map	NOUN
fcis-15745	122	38	for	for	ADP
fcis-15745	122	39	each	each	DET
fcis-15745	122	40	proposal	proposal	NOUN
fcis-15745	122	41	.	.	PUNCT
fcis-15745	123	1	each	each	DET
fcis-15745	123	2	feature	feature	NOUN
fcis-15745	123	3	vector	vector	NOUN
fcis-15745	123	4	is	be	AUX
fcis-15745	123	5	then	then	ADV
fcis-15745	123	6	fed	feed	VERB
fcis-15745	123	7	into	into	ADP
fcis-15745	123	8	fully	fully	ADV
fcis-15745	123	9	connected	connected	ADJ
fcis-15745	123	10	layers	layer	NOUN
fcis-15745	123	11	that	that	PRON
fcis-15745	123	12	finally	finally	ADV
fcis-15745	123	13	branch	branch	VERB
fcis-15745	123	14	into	into	ADP
fcis-15745	123	15	the	the	DET
fcis-15745	123	16	sibling	sible	VERB
fcis-15745	123	17	classification	classification	NOUN
fcis-15745	123	18	and	and	CCONJ
fcis-15745	123	19	regression	regression	NOUN
fcis-15745	123	20	layers	layer	NOUN
fcis-15745	123	21	.	.	PUNCT
fcis-15745	124	1	the	the	DET
fcis-15745	124	2	roi	roi	NOUN
fcis-15745	124	3	pooling	pool	VERB
fcis-15745	124	4	layer	layer	NOUN
fcis-15745	124	5	uses	use	VERB
fcis-15745	124	6	max	max	PROPN
fcis-15745	124	7	pooling	pool	VERB
fcis-15745	124	8	to	to	PART
fcis-15745	124	9	convert	convert	VERB
fcis-15745	124	10	the	the	DET
fcis-15745	124	11	feature	feature	NOUN
fcis-15745	124	12	inside	inside	ADP
fcis-15745	124	13	any	any	DET
fcis-15745	124	14	valid	valid	ADJ
fcis-15745	124	15	roi	roi	NOUN
fcis-15745	124	16	into	into	ADP
fcis-15745	124	17	a	a	DET
fcis-15745	124	18	small	small	ADJ
fcis-15745	124	19	feature	feature	NOUN
fcis-15745	124	20	map	map	NOUN
fcis-15745	124	21	with	with	ADP
fcis-15745	124	22	a	a	DET
fcis-15745	124	23	fixed	fix	VERB
fcis-15745	124	24	spatial	spatial	ADJ
fcis-15745	124	25	extent	extent	NOUN
fcis-15745	124	26	of	of	ADP
fcis-15745	124	27	size	size	NOUN
fcis-15745	124	28	hroi	hroi	NOUN
fcis-15745	124	29	x	x	SYM
fcis-15745	124	30	wroi	wroi	NOUN
fcis-15745	124	31	,	,	PUNCT
fcis-15745	124	32	where	where	SCONJ
fcis-15745	124	33	hroi	hroi	NOUN
fcis-15745	124	34	x	x	X
fcis-15745	124	35	wroi	wroi	NOUN
fcis-15745	124	36	are	be	AUX
fcis-15745	124	37	roi	roi	ADJ
fcis-15745	124	38	-	-	ADJ
fcis-15745	124	39	independent	independent	ADJ
fcis-15745	124	40	hyperparameters	hyperparameter	NOUN
fcis-15745	124	41	.	.	PUNCT
fcis-15745	125	1	for	for	ADP
fcis-15745	125	2	the	the	DET
fcis-15745	125	3	arbitrary	arbitrary	ADV
fcis-15745	125	4	-	-	PUNCT
fcis-15745	125	5	oriented	orient	VERB
fcis-15745	125	6	object	object	NOUN
fcis-15745	125	7	detection	detection	NOUN
fcis-15745	125	8	task	task	NOUN
fcis-15745	125	9	,	,	PUNCT
fcis-15745	125	10	the	the	DET
fcis-15745	125	11	traditional	traditional	ADJ
fcis-15745	125	12	roi	roi	NOUN
fcis-15745	125	13	pooling	pool	VERB
fcis-15745	125	14	layer	layer	NOUN
fcis-15745	125	15	becomes	become	VERB
fcis-15745	125	16	insufficient	insufficient	ADJ
fcis-15745	125	17	because	because	SCONJ
fcis-15745	125	18	it	it	PRON
fcis-15745	125	19	can	can	AUX
fcis-15745	125	20	only	only	ADV
fcis-15745	125	21	handle	handle	VERB
fcis-15745	125	22	axis	axis	NOUN
fcis-15745	125	23	-	-	PUNCT
fcis-15745	125	24	aligned	align	VERB
fcis-15745	125	25	proposals	proposal	NOUN
fcis-15745	125	26	,	,	PUNCT
fcis-15745	125	27	hence	hence	ADV
fcis-15745	125	28	i	i	PRON
fcis-15745	125	29	present	present	VERB
fcis-15745	125	30	the	the	DET
fcis-15745	125	31	rotated	rotated	ADJ
fcis-15745	125	32	region	region	NOUN
fcis-15745	125	33	of	of	ADP
fcis-15745	125	34	interest	interest	NOUN
fcis-15745	125	35	pooling	pool	VERB
fcis-15745	125	36	layer	layer	NOUN
fcis-15745	125	37	(	(	PUNCT
fcis-15745	125	38	rroi	rroi	NOUN
fcis-15745	125	39	pooling	pool	VERB
fcis-15745	125	40	layer	layer	NOUN
fcis-15745	125	41	)	)	PUNCT
fcis-15745	125	42	which	which	PRON
fcis-15745	125	43	could	could	AUX
fcis-15745	125	44	flexibly	flexibly	ADV
fcis-15745	125	45	handle	handle	VERB
fcis-15745	125	46	any	any	DET
fcis-15745	125	47	arbitrary	arbitrary	ADJ
fcis-15745	125	48	-	-	PUNCT
fcis-15745	125	49	oriented	orient	VERB
fcis-15745	125	50	proposals	proposal	NOUN
fcis-15745	125	51	.	.	PUNCT
fcis-15745	126	1	it	it	PRON
fcis-15745	126	2	should	should	AUX
fcis-15745	126	3	be	be	AUX
fcis-15745	126	4	mentioned	mention	VERB
fcis-15745	126	5	here	here	ADV
fcis-15745	126	6	is	be	AUX
fcis-15745	126	7	that	that	SCONJ
fcis-15745	126	8	although	although	SCONJ
fcis-15745	126	9	the	the	DET
fcis-15745	126	10	idea	idea	NOUN
fcis-15745	126	11	about	about	ADP
fcis-15745	126	12	this	this	DET
fcis-15745	126	13	layer	layer	NOUN
fcis-15745	126	14	was	be	AUX
fcis-15745	126	15	firstly	firstly	ADV
fcis-15745	126	16	introduced	introduce	VERB
fcis-15745	126	17	in	in	ADP
fcis-15745	126	18	[	[	X
fcis-15745	126	19	12	12	NUM
fcis-15745	126	20	]	]	PUNCT
fcis-15745	126	21	,	,	PUNCT
fcis-15745	126	22	the	the	DET
fcis-15745	126	23	way	way	NOUN
fcis-15745	126	24	i	i	PRON
fcis-15745	126	25	implement	implement	VERB
fcis-15745	126	26	it	it	PRON
fcis-15745	126	27	here	here	ADV
fcis-15745	126	28	is	be	AUX
fcis-15745	126	29	totally	totally	ADV
fcis-15745	126	30	different	different	ADJ
fcis-15745	126	31	.	.	PUNCT
fcis-15745	127	1	in	in	ADP
fcis-15745	127	2	[	[	X
fcis-15745	127	3	12	12	NUM
fcis-15745	127	4	]	]	PUNCT
fcis-15745	127	5	,	,	PUNCT
fcis-15745	127	6	the	the	DET
fcis-15745	127	7	max	max	PROPN
fcis-15745	127	8	pooling	pooling	NOUN
fcis-15745	127	9	operation	operation	NOUN
fcis-15745	127	10	is	be	AUX
fcis-15745	127	11	performed	perform	VERB
fcis-15745	127	12	directly	directly	ADV
fcis-15745	127	13	on	on	ADP
fcis-15745	127	14	oriented	orient	VERB
fcis-15745	127	15	proposals	proposal	NOUN
fcis-15745	127	16	,	,	PUNCT
fcis-15745	127	17	resulting	result	VERB
fcis-15745	127	18	in	in	ADP
fcis-15745	127	19	slow	slow	ADJ
fcis-15745	127	20	computation	computation	NOUN
fcis-15745	127	21	mainly	mainly	ADV
fcis-15745	127	22	due	due	ADP
fcis-15745	127	23	to	to	ADP
fcis-15745	127	24	the	the	DET
fcis-15745	127	25	process	process	NOUN
fcis-15745	127	26	of	of	ADP
fcis-15745	127	27	extracting	extract	VERB
fcis-15745	127	28	maximum	maximum	ADJ
fcis-15745	127	29	element	element	NOUN
fcis-15745	127	30	in	in	ADP
fcis-15745	127	31	each	each	DET
fcis-15745	127	32	oriented	orient	VERB
fcis-15745	127	33	sub	sub	NOUN
fcis-15745	127	34	-	-	NOUN
fcis-15745	127	35	region	region	NOUN
fcis-15745	127	36	inside	inside	ADP
fcis-15745	127	37	a	a	DET
fcis-15745	127	38	proposal	proposal	NOUN
fcis-15745	127	39	.	.	PUNCT
fcis-15745	128	1	in	in	ADP
fcis-15745	128	2	my	my	PRON
fcis-15745	128	3	approach	approach	NOUN
fcis-15745	128	4	,	,	PUNCT
fcis-15745	128	5	firstly	firstly	ADV
fcis-15745	128	6	each	each	DET
fcis-15745	128	7	proposal	proposal	NOUN
fcis-15745	128	8	is	be	AUX
fcis-15745	128	9	rotated	rotate	VERB
fcis-15745	128	10	to	to	ADP
fcis-15745	128	11	axis	axis	NOUN
fcis-15745	128	12	-	-	PUNCT
fcis-15745	128	13	aligned	align	VERB
fcis-15745	128	14	direction	direction	NOUN
fcis-15745	128	15	,	,	PUNCT
fcis-15745	128	16	then	then	ADV
fcis-15745	128	17	traditional	traditional	ADJ
fcis-15745	128	18	roi	roi	NOUN
fcis-15745	128	19	pooling	pooling	NOUN
fcis-15745	128	20	could	could	AUX
fcis-15745	128	21	be	be	AUX
fcis-15745	128	22	applied	apply	VERB
fcis-15745	128	23	on	on	ADP
fcis-15745	128	24	that	that	DET
fcis-15745	128	25	new	new	ADJ
fcis-15745	128	26	proposal	proposal	NOUN
fcis-15745	128	27	.	.	PUNCT
fcis-15745	129	1	from	from	ADP
fcis-15745	129	2	programming	programming	NOUN
fcis-15745	129	3	perspective	perspective	NOUN
fcis-15745	129	4	,	,	PUNCT
fcis-15745	129	5	my	my	PRON
fcis-15745	129	6	approach	approach	NOUN
fcis-15745	129	7	takes	take	VERB
fcis-15745	129	8	advantage	advantage	NOUN
fcis-15745	129	9	of	of	ADP
fcis-15745	129	10	element	element	ADJ
fcis-15745	129	11	-	-	ADJ
fcis-15745	129	12	wise	wise	ADJ
fcis-15745	129	13	operations	operation	NOUN
fcis-15745	129	14	,	,	PUNCT
fcis-15745	129	15	accelerating	accelerate	VERB
fcis-15745	129	16	computation	computation	NOUN
fcis-15745	129	17	speed	speed	NOUN
fcis-15745	129	18	.	.	PUNCT
fcis-15745	130	1	my	my	PRON
fcis-15745	130	2	rroi	rroi	NOUN
fcis-15745	130	3	pooling	pool	VERB
fcis-15745	130	4	layer	layer	NOUN
fcis-15745	130	5	is	be	AUX
fcis-15745	130	6	illustrated	illustrate	VERB
fcis-15745	130	7	in	in	ADP
fcis-15745	130	8	figure	figure	NOUN
fcis-15745	130	9	5	5	NUM
fcis-15745	130	10	,	,	PUNCT
fcis-15745	130	11	with	with	SCONJ
fcis-15745	130	12	the	the	DET
fcis-15745	130	13	2	2	NUM
fcis-15745	130	14	hyper	hyper	ADJ
fcis-15745	130	15	-	-	ADJ
fcis-15745	130	16	parameters	parameter	NOUN
fcis-15745	130	17	hroi	hroi	NOUN
fcis-15745	130	18	and	and	CCONJ
fcis-15745	130	19	wroi	wroi	NOUN
fcis-15745	130	20	are	be	AUX
fcis-15745	130	21	set	set	VERB
fcis-15745	130	22	to	to	ADP
fcis-15745	130	23	7	7	NUM
fcis-15745	130	24	,	,	PUNCT
fcis-15745	130	25	as	as	SCONJ
fcis-15745	130	26	suggested	suggest	VERB
fcis-15745	130	27	in	in	ADP
fcis-15745	130	28	[	[	X
fcis-15745	130	29	12	12	NUM
fcis-15745	130	30	]	]	PUNCT
fcis-15745	130	31	.	.	PUNCT
fcis-15745	131	1	4	4	X
fcis-15745	131	2	.	.	X
fcis-15745	131	3	experiments	experiment	NOUN
fcis-15745	131	4	4.1	4.1	NUM
fcis-15745	131	5	.	.	PUNCT
fcis-15745	132	1	dataset	dataset	ADJ
fcis-15745	132	2	figure	figure	NOUN
fcis-15745	132	3	5	5	NUM
fcis-15745	132	4	.	.	PUNCT
fcis-15745	133	1	rroi	rroi	NOUN
fcis-15745	133	2	pooling	pool	VERB
fcis-15745	133	3	layer	layer	NOUN
fcis-15745	133	4	figure	figure	NOUN
fcis-15745	133	5	6	6	NUM
fcis-15745	133	6	.	.	PUNCT
fcis-15745	133	7	axis	axis	NOUN
fcis-15745	133	8	-	-	PUNCT
fcis-15745	133	9	aligned	align	VERB
fcis-15745	133	10	ground	ground	NOUN
fcis-15745	133	11	truth	truth	NOUN
fcis-15745	133	12	versus	versus	ADP
fcis-15745	133	13	arbitrary	arbitrary	ADJ
fcis-15745	133	14	-	-	PUNCT
fcis-15745	133	15	oriented	orient	VERB
fcis-15745	133	16	ground	ground	NOUN
fcis-15745	133	17	truth	truth	NOUN
fcis-15745	133	18	:	:	PUNCT
fcis-15745	133	19	the	the	DET
fcis-15745	133	20	left	left	ADJ
fcis-15745	133	21	figure	figure	NOUN
fcis-15745	133	22	displays	display	VERB
fcis-15745	133	23	a	a	DET
fcis-15745	133	24	ground	ground	NOUN
fcis-15745	133	25	truth	truth	NOUN
fcis-15745	133	26	provided	provide	VERB
fcis-15745	133	27	in	in	ADP
fcis-15745	133	28	pascal	pascal	PROPN
fcis-15745	133	29	voc	voc	PROPN
fcis-15745	133	30	2012	2012	NUM
fcis-15745	133	31	dataset	dataset	VERB
fcis-15745	133	32	for	for	ADP
fcis-15745	133	33	detection	detection	NOUN
fcis-15745	133	34	task	task	NOUN
fcis-15745	133	35	.	.	PUNCT
fcis-15745	134	1	the	the	DET
fcis-15745	134	2	right	right	ADJ
fcis-15745	134	3	figure	figure	NOUN
fcis-15745	134	4	displays	display	VERB
fcis-15745	134	5	a	a	DET
fcis-15745	134	6	ground	ground	NOUN
fcis-15745	134	7	truth	truth	NOUN
fcis-15745	134	8	i	i	PRON
fcis-15745	134	9	create	create	VERB
fcis-15745	134	10	by	by	ADP
fcis-15745	134	11	using	use	VERB
fcis-15745	134	12	ground	ground	NOUN
fcis-15745	134	13	truth	truth	NOUN
fcis-15745	134	14	in	in	ADP
fcis-15745	134	15	pascal	pascal	PROPN
fcis-15745	134	16	voc	voc	PROPN
fcis-15745	134	17	2012	2012	NUM
fcis-15745	134	18	dataset	dataset	VERB
fcis-15745	134	19	for	for	ADP
fcis-15745	134	20	segmentation	segmentation	NOUN
fcis-15745	134	21	task	task	NOUN
fcis-15745	134	22	.	.	PROPN
fcis-15745	135	1	8	8	NUM
fcis-15745	135	2	i	i	PRON
fcis-15745	135	3	evaluate	evaluate	VERB
fcis-15745	135	4	my	my	PRON
fcis-15745	135	5	model	model	NOUN
fcis-15745	135	6	on	on	ADP
fcis-15745	135	7	the	the	DET
fcis-15745	135	8	pascal	pascal	PROPN
fcis-15745	135	9	voc	voc	PROPN
fcis-15745	135	10	2012	2012	NUM
fcis-15745	135	11	dataset	dataset	NOUN
fcis-15745	135	12	.	.	PUNCT
fcis-15745	136	1	because	because	SCONJ
fcis-15745	136	2	i	i	PRON
fcis-15745	136	3	do	do	AUX
fcis-15745	136	4	not	not	PART
fcis-15745	136	5	have	have	VERB
fcis-15745	136	6	available	available	ADJ
fcis-15745	136	7	ground	ground	NOUN
fcis-15745	136	8	truth	truth	NOUN
fcis-15745	136	9	for	for	ADP
fcis-15745	136	10	arbitraryoriented	arbitraryoriente	VERB
fcis-15745	136	11	bounding	bounding	NOUN
fcis-15745	136	12	box	box	NOUN
fcis-15745	136	13	for	for	ADP
fcis-15745	136	14	object	object	NOUN
fcis-15745	136	15	detection	detection	NOUN
fcis-15745	136	16	task	task	NOUN
fcis-15745	136	17	,	,	PUNCT
fcis-15745	136	18	i	i	PRON
fcis-15745	136	19	create	create	VERB
fcis-15745	136	20	it	it	PRON
fcis-15745	136	21	myself	myself	PRON
fcis-15745	136	22	by	by	ADP
fcis-15745	136	23	using	use	VERB
fcis-15745	136	24	the	the	DET
fcis-15745	136	25	ground	ground	NOUN
fcis-15745	136	26	truth	truth	NOUN
fcis-15745	136	27	for	for	ADP
fcis-15745	136	28	segmentation	segmentation	NOUN
fcis-15745	136	29	task	task	NOUN
fcis-15745	136	30	.	.	PUNCT
fcis-15745	137	1	specifically	specifically	ADV
fcis-15745	137	2	,	,	PUNCT
fcis-15745	137	3	by	by	ADP
fcis-15745	137	4	connecting	connect	VERB
fcis-15745	137	5	near	near	ADJ
fcis-15745	137	6	-	-	PUNCT
fcis-15745	137	7	by	by	ADP
fcis-15745	137	8	component	component	NOUN
fcis-15745	137	9	of	of	ADP
fcis-15745	137	10	objects	object	NOUN
fcis-15745	137	11	,	,	PUNCT
fcis-15745	137	12	i	i	PRON
fcis-15745	137	13	could	could	AUX
fcis-15745	137	14	draw	draw	VERB
fcis-15745	137	15	an	an	DET
fcis-15745	137	16	oriented	orient	VERB
fcis-15745	137	17	rectangle	rectangle	NOUN
fcis-15745	137	18	which	which	PRON
fcis-15745	137	19	covers	cover	VERB
fcis-15745	137	20	any	any	DET
fcis-15745	137	21	object	object	NOUN
fcis-15745	137	22	with	with	ADP
fcis-15745	137	23	minimum	minimum	ADJ
fcis-15745	137	24	area	area	NOUN
fcis-15745	137	25	.	.	PUNCT
fcis-15745	138	1	one	one	NUM
fcis-15745	138	2	example	example	NOUN
fcis-15745	138	3	of	of	ADP
fcis-15745	138	4	provided	provide	VERB
fcis-15745	138	5	ground	ground	NOUN
fcis-15745	138	6	truth	truth	NOUN
fcis-15745	138	7	for	for	ADP
fcis-15745	138	8	detection	detection	NOUN
fcis-15745	138	9	task	task	NOUN
fcis-15745	138	10	,	,	PUNCT
fcis-15745	138	11	and	and	CCONJ
fcis-15745	138	12	ground	ground	NOUN
fcis-15745	138	13	truth	truth	NOUN
fcis-15745	138	14	i	i	PRON
fcis-15745	138	15	create	create	VERB
fcis-15745	138	16	from	from	ADP
fcis-15745	138	17	segmentation	segmentation	NOUN
fcis-15745	138	18	task	task	NOUN
fcis-15745	138	19	are	be	AUX
fcis-15745	138	20	shown	show	VERB
fcis-15745	138	21	in	in	ADP
fcis-15745	138	22	figure	figure	NOUN
fcis-15745	138	23	6	6	NUM
fcis-15745	138	24	.	.	PUNCT
fcis-15745	138	25	table	table	NOUN
fcis-15745	138	26	2	2	NUM
fcis-15745	138	27	demonstrates	demonstrate	VERB
fcis-15745	138	28	that	that	SCONJ
fcis-15745	138	29	by	by	ADP
fcis-15745	138	30	using	use	VERB
fcis-15745	138	31	oriented	orient	VERB
fcis-15745	138	32	bounding	bounding	NOUN
fcis-15745	138	33	box	box	NOUN
fcis-15745	138	34	instead	instead	ADV
fcis-15745	138	35	of	of	ADP
fcis-15745	138	36	axis	axis	NOUN
fcis-15745	138	37	-	-	PUNCT
fcis-15745	138	38	aligned	align	VERB
fcis-15745	138	39	bounding	bounding	NOUN
fcis-15745	138	40	box	box	NOUN
fcis-15745	138	41	,	,	PUNCT
fcis-15745	138	42	objects	object	NOUN
fcis-15745	138	43	could	could	AUX
fcis-15745	138	44	be	be	AUX
fcis-15745	138	45	localized	localize	VERB
fcis-15745	138	46	more	more	ADV
fcis-15745	138	47	efficiently	efficiently	ADV
fcis-15745	138	48	by	by	ADP
fcis-15745	138	49	using	use	VERB
fcis-15745	138	50	smaller	small	ADJ
fcis-15745	138	51	bounding	bounding	NOUN
fcis-15745	138	52	box	box	NOUN
fcis-15745	138	53	but	but	CCONJ
fcis-15745	138	54	still	still	ADV
fcis-15745	138	55	covering	cover	VERB
fcis-15745	138	56	whole	whole	ADJ
fcis-15745	138	57	object	object	NOUN
fcis-15745	138	58	.	.	PUNCT
fcis-15745	139	1	it	it	PRON
fcis-15745	139	2	should	should	AUX
fcis-15745	139	3	be	be	AUX
fcis-15745	139	4	noted	note	VERB
fcis-15745	139	5	here	here	ADV
fcis-15745	139	6	is	be	AUX
fcis-15745	139	7	that	that	SCONJ
fcis-15745	139	8	in	in	ADP
fcis-15745	139	9	pascal	pascal	PROPN
fcis-15745	139	10	voc	voc	PROPN
fcis-15745	139	11	2012	2012	NUM
fcis-15745	139	12	dataset	dataset	NOUN
fcis-15745	139	13	,	,	PUNCT
fcis-15745	139	14	there	there	PRON
fcis-15745	139	15	are	be	VERB
fcis-15745	139	16	more	more	ADJ
fcis-15745	139	17	ground	ground	NOUN
fcis-15745	139	18	truth	truth	NOUN
fcis-15745	139	19	for	for	ADP
fcis-15745	139	20	detection	detection	NOUN
fcis-15745	139	21	task	task	NOUN
fcis-15745	139	22	than	than	ADP
fcis-15745	139	23	segmentation	segmentation	NOUN
fcis-15745	139	24	task	task	NOUN
fcis-15745	139	25	.	.	PUNCT
fcis-15745	140	1	for	for	ADP
fcis-15745	140	2	a	a	DET
fcis-15745	140	3	fair	fair	ADJ
fcis-15745	140	4	comparison	comparison	NOUN
fcis-15745	140	5	,	,	PUNCT
fcis-15745	140	6	i	i	PRON
fcis-15745	140	7	only	only	ADV
fcis-15745	140	8	collect	collect	VERB
fcis-15745	140	9	images	image	NOUN
fcis-15745	140	10	having	have	VERB
fcis-15745	140	11	ground	ground	NOUN
fcis-15745	140	12	truth	truth	NOUN
fcis-15745	140	13	in	in	ADP
fcis-15745	140	14	both	both	DET
fcis-15745	140	15	tasks	task	NOUN
fcis-15745	140	16	to	to	PART
fcis-15745	140	17	train	train	VERB
fcis-15745	140	18	the	the	DET
fcis-15745	140	19	classic	classic	ADJ
fcis-15745	140	20	faster	fast	ADV
fcis-15745	140	21	r	r	NOUN
fcis-15745	140	22	-	-	PUNCT
fcis-15745	140	23	cnn	cnn	PROPN
fcis-15745	140	24	model	model	NOUN
fcis-15745	140	25	and	and	CCONJ
fcis-15745	140	26	our	our	PRON
fcis-15745	140	27	faster	fast	ADJ
fcis-15745	140	28	rr	rr	PROPN
fcis-15745	140	29	-	-	PUNCT
fcis-15745	140	30	cnn	cnn	PROPN
fcis-15745	140	31	model	model	NOUN
fcis-15745	140	32	.	.	PUNCT
fcis-15745	140	33	table	table	NOUN
fcis-15745	140	34	2	2	NUM
fcis-15745	140	35	.	.	PUNCT
fcis-15745	140	36	comparison	comparison	NOUN
fcis-15745	140	37	between	between	ADP
fcis-15745	140	38	2	2	NUM
fcis-15745	140	39	sets	set	NOUN
fcis-15745	140	40	of	of	ADP
fcis-15745	140	41	ground	ground	NOUN
fcis-15745	140	42	truth	truth	NOUN
fcis-15745	140	43	original	original	ADJ
fcis-15745	140	44	ground	ground	NOUN
fcis-15745	140	45	truth	truth	NOUN
fcis-15745	140	46	our	our	PRON
fcis-15745	140	47	ground	ground	NOUN
fcis-15745	140	48	truth	truth	NOUN
fcis-15745	140	49	number	number	NOUN
fcis-15745	140	50	of	of	ADP
fcis-15745	140	51	images	image	NOUN
fcis-15745	140	52	2913	2913	NUM
fcis-15745	140	53	number	number	NOUN
fcis-15745	140	54	of	of	ADP
fcis-15745	140	55	objects	object	NOUN
fcis-15745	140	56	per	per	ADP
fcis-15745	140	57	image	image	NOUN
fcis-15745	140	58	*	*	NOUN
fcis-15745	140	59	2.380	2.380	NUM
fcis-15745	140	60	number	number	NOUN
fcis-15745	140	61	of	of	ADP
fcis-15745	140	62	object	object	NOUN
fcis-15745	140	63	-	-	PUNCT
fcis-15745	140	64	related	relate	VERB
fcis-15745	140	65	pixel	pixel	NOUN
fcis-15745	140	66	per	per	ADP
fcis-15745	140	67	object	object	NOUN
fcis-15745	140	68	*	*	PUNCT
fcis-15745	140	69	18957.812	18957.812	NUM
fcis-15745	140	70	%	%	NOUN
fcis-15745	140	71	of	of	ADP
fcis-15745	140	72	object	object	NOUN
fcis-15745	140	73	-	-	PUNCT
fcis-15745	140	74	related	relate	VERB
fcis-15745	140	75	pixels	pixel	NOUN
fcis-15745	140	76	per	per	ADP
fcis-15745	140	77	bounding	bounding	NOUN
fcis-15745	140	78	box	box	NOUN
fcis-15745	140	79	*	*	PROPN
fcis-15745	140	80	53.5	53.5	NUM
fcis-15745	140	81	%	%	NOUN
fcis-15745	140	82	56.7	56.7	NUM
fcis-15745	140	83	%	%	NOUN
fcis-15745	140	84	bounding	bounding	NOUN
fcis-15745	140	85	boxs	boxs	NOUN
fcis-15745	140	86	area	area	NOUN
fcis-15745	140	87	*	*	PROPN
fcis-15745	140	88	35453.926	35453.926	NUM
fcis-15745	140	89	33462.425	33462.425	NUM
fcis-15745	140	90	*	*	PUNCT
fcis-15745	140	91	average	average	ADJ
fcis-15745	140	92	value	value	NOUN
fcis-15745	140	93	4.2	4.2	NUM
fcis-15745	140	94	.	.	PUNCT
fcis-15745	141	1	implementation	implementation	NOUN
fcis-15745	141	2	my	my	PRON
fcis-15745	141	3	network	network	NOUN
fcis-15745	141	4	is	be	AUX
fcis-15745	141	5	initialized	initialize	VERB
fcis-15745	141	6	by	by	ADP
fcis-15745	141	7	a	a	DET
fcis-15745	141	8	pre	pre	ADJ
fcis-15745	141	9	-	-	ADJ
fcis-15745	141	10	trained	train	VERB
fcis-15745	141	11	vgg16	vgg16	NOUN
fcis-15745	141	12	model	model	NOUN
fcis-15745	141	13	.	.	PUNCT
fcis-15745	142	1	the	the	DET
fcis-15745	142	2	feature	feature	NOUN
fcis-15745	142	3	maps	map	NOUN
fcis-15745	142	4	from	from	ADP
fcis-15745	142	5	the	the	DET
fcis-15745	142	6	last	last	ADJ
fcis-15745	142	7	convolutional	convolutional	ADJ
fcis-15745	142	8	layer	layer	NOUN
fcis-15745	142	9	are	be	AUX
fcis-15745	142	10	used	use	VERB
fcis-15745	142	11	for	for	ADP
fcis-15745	142	12	region	region	NOUN
fcis-15745	142	13	proposals	proposal	NOUN
fcis-15745	142	14	and	and	CCONJ
fcis-15745	142	15	fed	feed	VERB
fcis-15745	142	16	into	into	ADP
fcis-15745	142	17	rroi	rroi	NOUN
fcis-15745	142	18	pooling	pool	VERB
fcis-15745	142	19	layer	layer	NOUN
fcis-15745	142	20	.	.	PUNCT
fcis-15745	143	1	for	for	ADP
fcis-15745	143	2	generating	generate	VERB
fcis-15745	143	3	anchors	anchor	NOUN
fcis-15745	143	4	,	,	PUNCT
fcis-15745	143	5	apart	apart	ADV
fcis-15745	143	6	from	from	ADP
fcis-15745	143	7	3	3	NUM
fcis-15745	143	8	values	value	NOUN
fcis-15745	143	9	for	for	ADP
fcis-15745	143	10	scales	scale	NOUN
fcis-15745	143	11	(	(	PUNCT
fcis-15745	143	12	8,16,32	8,16,32	NUM
fcis-15745	143	13	)	)	PUNCT
fcis-15745	143	14	,	,	PUNCT
fcis-15745	143	15	3	3	NUM
fcis-15745	143	16	value	value	NOUN
fcis-15745	143	17	for	for	ADP
fcis-15745	143	18	ratios	ratio	NOUN
fcis-15745	143	19	(	(	PUNCT
fcis-15745	143	20	1:1,2:1,1:2	1:1,2:1,1:2	NUM
fcis-15745	143	21	)	)	PUNCT
fcis-15745	143	22	as	as	SCONJ
fcis-15745	143	23	suggested	suggest	VERB
fcis-15745	143	24	in	in	ADP
fcis-15745	143	25	[	[	X
fcis-15745	143	26	14	14	NUM
fcis-15745	143	27	]	]	PUNCT
fcis-15745	143	28	,	,	PUNCT
fcis-15745	143	29	i	i	PRON
fcis-15745	143	30	use	use	VERB
fcis-15745	143	31	3	3	NUM
fcis-15745	143	32	values	value	NOUN
fcis-15745	143	33	π/6	π/6	NUM
fcis-15745	143	34	,	,	PUNCT
fcis-15745	143	35	0	0	NUM
fcis-15745	143	36	and	and	CCONJ
fcis-15745	143	37	π/6	π/6	NUM
fcis-15745	143	38	for	for	ADP
fcis-15745	143	39	angles	angle	NOUN
fcis-15745	143	40	,	,	PUNCT
fcis-15745	143	41	resulting	result	VERB
fcis-15745	143	42	in	in	ADP
fcis-15745	143	43	27	27	NUM
fcis-15745	143	44	different	different	ADJ
fcis-15745	143	45	anchors	anchor	NOUN
fcis-15745	143	46	for	for	ADP
fcis-15745	143	47	each	each	DET
fcis-15745	143	48	position	position	NOUN
fcis-15745	143	49	of	of	ADP
fcis-15745	143	50	center	center	ADJ
fcis-15745	143	51	point	point	NOUN
fcis-15745	143	52	.	.	PUNCT
fcis-15745	144	1	initial	initial	ADJ
fcis-15745	144	2	learning	learning	NOUN
fcis-15745	144	3	rate	rate	NOUN
fcis-15745	144	4	is	be	AUX
fcis-15745	144	5	set	set	VERB
fcis-15745	144	6	to	to	ADP
fcis-15745	144	7	0.001	0.001	NUM
fcis-15745	144	8	,	,	PUNCT
fcis-15745	144	9	and	and	CCONJ
fcis-15745	144	10	reduced	reduce	VERB
fcis-15745	144	11	by	by	ADP
fcis-15745	144	12	a	a	DET
fcis-15745	144	13	half	half	NOUN
fcis-15745	144	14	after	after	ADP
fcis-15745	144	15	50000	50000	NUM
fcis-15745	144	16	iterations	iteration	NOUN
fcis-15745	144	17	as	as	SCONJ
fcis-15745	144	18	suggested	suggest	VERB
fcis-15745	144	19	in	in	ADP
fcis-15745	144	20	[	[	X
fcis-15745	144	21	1	1	NUM
fcis-15745	144	22	]	]	PUNCT
fcis-15745	144	23	.	.	PUNCT
fcis-15745	145	1	training	training	NOUN
fcis-15745	145	2	phase	phase	NOUN
fcis-15745	145	3	ends	end	VERB
fcis-15745	145	4	at	at	ADP
fcis-15745	145	5	iteration	iteration	NOUN
fcis-15745	145	6	70000	70000	NUM
fcis-15745	145	7	.	.	PUNCT
fcis-15745	146	1	both	both	PRON
fcis-15745	146	2	classic	classic	ADJ
fcis-15745	146	3	faster	fast	ADV
fcis-15745	146	4	r	r	NOUN
fcis-15745	146	5	-	-	PUNCT
fcis-15745	146	6	cnn	cnn	PROPN
fcis-15745	146	7	as	as	ADV
fcis-15745	146	8	well	well	ADV
fcis-15745	146	9	as	as	ADP
fcis-15745	146	10	my	my	PRON
fcis-15745	146	11	faster	fast	ADJ
fcis-15745	146	12	rr	rr	PROPN
fcis-15745	146	13	-	-	PUNCT
fcis-15745	146	14	cnn	cnn	PROPN
fcis-15745	146	15	are	be	AUX
fcis-15745	146	16	trained	train	VERB
fcis-15745	146	17	with	with	ADP
fcis-15745	146	18	nvidia	nvidia	PROPN
fcis-15745	146	19	quadro	quadro	PROPN
fcis-15745	146	20	p6000	p6000	NUM
fcis-15745	146	21	24	24	NUM
fcis-15745	146	22	gb	gb	NOUN
fcis-15745	146	23	for	for	ADP
fcis-15745	146	24	12	12	NUM
fcis-15745	146	25	and	and	CCONJ
fcis-15745	146	26	22	22	NUM
fcis-15745	146	27	hours	hour	NOUN
fcis-15745	146	28	respectively	respectively	ADV
fcis-15745	146	29	.	.	PUNCT
fcis-15745	147	1	4.3	4.3	NUM
fcis-15745	147	2	.	.	PUNCT
fcis-15745	147	3	results	result	NOUN
fcis-15745	147	4	i	i	PRON
fcis-15745	147	5	use	use	VERB
fcis-15745	147	6	mean	mean	ADJ
fcis-15745	147	7	average	average	ADJ
fcis-15745	147	8	precision	precision	NOUN
fcis-15745	147	9	(	(	PUNCT
fcis-15745	147	10	map	map	NOUN
fcis-15745	147	11	)	)	PUNCT
fcis-15745	147	12	to	to	PART
fcis-15745	147	13	measure	measure	VERB
fcis-15745	147	14	my	my	PRON
fcis-15745	147	15	model	model	NOUN
fcis-15745	147	16	’s	’s	X
fcis-15745	147	17	as	as	ADV
fcis-15745	147	18	well	well	ADV
fcis-15745	147	19	as	as	ADP
fcis-15745	147	20	the	the	DET
fcis-15745	147	21	classic	classic	ADJ
fcis-15745	147	22	faster	fast	ADV
fcis-15745	147	23	r	r	NOUN
fcis-15745	147	24	-	-	PUNCT
fcis-15745	147	25	cnn	cnn	PROPN
fcis-15745	147	26	’s	’s	PART
fcis-15745	147	27	performance	performance	NOUN
fcis-15745	147	28	.	.	PUNCT
fcis-15745	148	1	there	there	PRON
fcis-15745	148	2	are	be	VERB
fcis-15745	148	3	20	20	NUM
fcis-15745	148	4	different	different	ADJ
fcis-15745	148	5	classes	class	NOUN
fcis-15745	148	6	in	in	ADP
fcis-15745	148	7	pascal	pascal	PROPN
fcis-15745	148	8	voc	voc	PROPN
fcis-15745	148	9	2012	2012	NUM
fcis-15745	148	10	dataset	dataset	NOUN
fcis-15745	148	11	.	.	PUNCT
fcis-15745	149	1	the	the	DET
fcis-15745	149	2	comparison	comparison	NOUN
fcis-15745	149	3	in	in	ADP
fcis-15745	149	4	performance	performance	NOUN
fcis-15745	149	5	in	in	ADP
fcis-15745	149	6	all	all	DET
fcis-15745	149	7	classes	class	NOUN
fcis-15745	149	8	as	as	ADV
fcis-15745	149	9	well	well	ADV
fcis-15745	149	10	as	as	ADP
fcis-15745	149	11	in	in	ADP
fcis-15745	149	12	average	average	ADJ
fcis-15745	149	13	are	be	AUX
fcis-15745	149	14	shown	show	VERB
fcis-15745	149	15	in	in	ADP
fcis-15745	149	16	table	table	NOUN
fcis-15745	149	17	3	3	NUM
fcis-15745	149	18	,	,	PUNCT
fcis-15745	149	19	while	while	SCONJ
fcis-15745	149	20	some	some	DET
fcis-15745	149	21	sample	sample	NOUN
fcis-15745	149	22	results	result	NOUN
fcis-15745	149	23	are	be	AUX
fcis-15745	149	24	shown	show	VERB
fcis-15745	149	25	in	in	ADP
fcis-15745	149	26	figure	figure	NOUN
fcis-15745	149	27	7	7	NUM
fcis-15745	149	28	.	.	PUNCT
fcis-15745	150	1	it	it	PRON
fcis-15745	150	2	could	could	AUX
fcis-15745	150	3	be	be	AUX
fcis-15745	150	4	seen	see	VERB
fcis-15745	150	5	from	from	ADP
fcis-15745	150	6	table	table	NOUN
fcis-15745	150	7	3	3	NUM
fcis-15745	150	8	is	be	AUX
fcis-15745	150	9	that	that	SCONJ
fcis-15745	150	10	my	my	PRON
fcis-15745	150	11	model	model	NOUN
fcis-15745	150	12	outperforms	outperform	VERB
fcis-15745	150	13	faster	fast	ADV
fcis-15745	150	14	r	r	NOUN
fcis-15745	150	15	-	-	PUNCT
fcis-15745	150	16	cnn	cnn	NOUN
fcis-15745	150	17	in	in	ADP
fcis-15745	150	18	11/20	11/20	NUM
fcis-15745	150	19	classes	class	NOUN
fcis-15745	150	20	.	.	PUNCT
fcis-15745	151	1	on	on	ADP
fcis-15745	151	2	average	average	ADJ
fcis-15745	151	3	,	,	PUNCT
fcis-15745	151	4	my	my	PRON
fcis-15745	151	5	model	model	NOUN
fcis-15745	151	6	also	also	ADV
fcis-15745	151	7	performs	perform	VERB
fcis-15745	151	8	slightly	slightly	ADV
fcis-15745	151	9	better	well	ADJ
fcis-15745	151	10	than	than	ADP
fcis-15745	151	11	faster	fast	ADJ
fcis-15745	151	12	r	r	NOUN
fcis-15745	151	13	-	-	PUNCT
fcis-15745	151	14	cnn	cnn	PROPN
fcis-15745	151	15	,	,	PUNCT
fcis-15745	151	16	demonstrating	demonstrate	VERB
fcis-15745	151	17	the	the	DET
fcis-15745	151	18	potential	potential	ADJ
fcis-15745	151	19	capability	capability	NOUN
fcis-15745	151	20	of	of	ADP
fcis-15745	151	21	using	use	VERB
fcis-15745	151	22	oriented	orient	VERB
fcis-15745	151	23	bounding	bounding	NOUN
fcis-15745	151	24	box	box	NOUN
fcis-15745	151	25	for	for	ADP
fcis-15745	151	26	better	well	ADJ
fcis-15745	151	27	detecting	detect	VERB
fcis-15745	151	28	and	and	CCONJ
fcis-15745	151	29	localizing	localize	VERB
fcis-15745	151	30	objects	object	NOUN
fcis-15745	151	31	in	in	ADP
fcis-15745	151	32	real	real	ADJ
fcis-15745	151	33	applications	application	NOUN
fcis-15745	151	34	.	.	PUNCT
fcis-15745	152	1	table	table	NOUN
fcis-15745	152	2	3	3	NUM
fcis-15745	152	3	.	.	PUNCT
fcis-15745	153	1	mean	mean	ADJ
fcis-15745	153	2	average	average	ADJ
fcis-15745	153	3	precision	precision	NOUN
fcis-15745	153	4	on	on	ADP
fcis-15745	153	5	faster	fast	ADJ
fcis-15745	153	6	r	r	NOUN
fcis-15745	153	7	-	-	PUNCT
fcis-15745	153	8	cnn	cnn	PROPN
fcis-15745	153	9	and	and	CCONJ
fcis-15745	153	10	faster	fast	ADJ
fcis-15745	153	11	rr	rr	PROPN
fcis-15745	153	12	-	-	NOUN
fcis-15745	153	13	cnn	cnn	PROPN
fcis-15745	153	14	on	on	ADP
fcis-15745	153	15	pascal	pascal	PROPN
fcis-15745	153	16	voc	voc	PROPN
fcis-15745	153	17	2012	2012	NUM
fcis-15745	153	18	dataset	dataset	NOUN
fcis-15745	153	19	class	class	NOUN
fcis-15745	153	20	faster	fast	ADV
fcis-15745	153	21	r	r	NOUN
fcis-15745	153	22	-	-	PUNCT
fcis-15745	153	23	cnn	cnn	NOUN
fcis-15745	153	24	faster	fast	ADV
fcis-15745	153	25	rr	rr	PROPN
fcis-15745	153	26	-	-	PROPN
fcis-15745	153	27	cnn	cnn	PROPN
fcis-15745	153	28	monitor	monitor	VERB
fcis-15745	153	29	67.6	67.6	NUM
fcis-15745	153	30	73.6	73.6	NUM
fcis-15745	153	31	car	car	NOUN
fcis-15745	153	32	80.4	80.4	NUM
fcis-15745	153	33	80.1	80.1	NUM
fcis-15745	153	34	cat	cat	NOUN
fcis-15745	153	35	82.0	82.0	NUM
fcis-15745	153	36	79.1	79.1	NUM
fcis-15745	153	37	sheep	sheep	NOUN
fcis-15745	153	38	68.3	68.3	NUM
fcis-15745	153	39	72.2	72.2	NUM
fcis-15745	153	40	train	train	NOUN
fcis-15745	153	41	81.1	81.1	NUM
fcis-15745	153	42	72.2	72.2	NUM
fcis-15745	153	43	horse	horse	NOUN
fcis-15745	153	44	79.8	79.8	NUM
fcis-15745	153	45	80.1	80.1	NUM
fcis-15745	153	46	motorbike	motorbike	NOUN
fcis-15745	153	47	75.0	75.0	NUM
fcis-15745	153	48	77.2	77.2	NUM
fcis-15745	153	49	cow	cow	NOUN
fcis-15745	153	50	75.3	75.3	NUM
fcis-15745	153	51	73.3	73.3	NUM
fcis-15745	153	52	aeroplane	aeroplane	NOUN
fcis-15745	153	53	70.0	70.0	NUM
fcis-15745	153	54	69.2	69.2	NUM
fcis-15745	153	55	person	person	NOUN
fcis-15745	153	56	76.3	76.3	NUM
fcis-15745	153	57	77.7	77.7	NUM
fcis-15745	153	58	bus	bus	NOUN
fcis-15745	153	59	78.2	78.2	NUM
fcis-15745	153	60	81.7	81.7	NUM
fcis-15745	153	61	table	table	NOUN
fcis-15745	153	62	67.2	67.2	NUM
fcis-15745	153	63	67.0	67.0	NUM
fcis-15745	153	64	boat	boat	NOUN
fcis-15745	153	65	57.3	57.3	NUM
fcis-15745	153	66	59.1	59.1	NUM
fcis-15745	153	67	plant	plant	NOUN
fcis-15745	153	68	39.1	39.1	NUM
fcis-15745	153	69	41.7	41.7	NUM
fcis-15745	153	70	bird	bird	NOUN
fcis-15745	153	71	70.1	70.1	NUM
fcis-15745	153	72	68.4	68.4	NUM
fcis-15745	153	73	dog	dog	NOUN
fcis-15745	153	74	80.3	80.3	NUM
fcis-15745	153	75	82.3	82.3	NUM
fcis-15745	153	76	sofa	sofa	NOUN
fcis-15745	153	77	67.3	67.3	NUM
fcis-15745	153	78	64.8	64.8	NUM
fcis-15745	153	79	bottle	bottle	NOUN
fcis-15745	153	80	49.9	49.9	NUM
fcis-15745	153	81	54.6	54.6	NUM
fcis-15745	153	82	chair	chair	NOUN
fcis-15745	153	83	52.2	52.2	NUM
fcis-15745	153	84	53.6	53.6	NUM
fcis-15745	153	85	bicycle	bicycle	NOUN
fcis-15745	153	86	80.6	80.6	NUM
fcis-15745	153	87	78.7	78.7	NUM
fcis-15745	153	88	average	average	NOUN
fcis-15745	153	89	70.0	70.0	NUM
fcis-15745	153	90	70.6	70.6	NUM
fcis-15745	153	91	5	5	NUM
fcis-15745	153	92	.	.	PUNCT
fcis-15745	154	1	conclusion	conclusion	NOUN
fcis-15745	154	2	i	i	PRON
fcis-15745	154	3	have	have	AUX
fcis-15745	154	4	presented	present	VERB
fcis-15745	154	5	faster	fast	ADV
fcis-15745	154	6	rotated	rotate	VERB
fcis-15745	154	7	region	region	NOUN
fcis-15745	154	8	-	-	PUNCT
fcis-15745	154	9	based	base	VERB
fcis-15745	154	10	cnn	cnn	PROPN
fcis-15745	154	11	(	(	PUNCT
fcis-15745	154	12	faster	faster	X
fcis-15745	154	13	rr	rr	PROPN
fcis-15745	154	14	-	-	PUNCT
fcis-15745	154	15	cnn	cnn	PROPN
fcis-15745	154	16	)	)	PUNCT
fcis-15745	154	17	for	for	ADP
fcis-15745	154	18	efficient	efficient	ADJ
fcis-15745	154	19	and	and	CCONJ
fcis-15745	154	20	accurate	accurate	ADJ
fcis-15745	154	21	rotated	rotate	VERB
fcis-15745	154	22	object	object	NOUN
fcis-15745	154	23	detection	detection	NOUN
fcis-15745	154	24	and	and	CCONJ
fcis-15745	154	25	localization	localization	NOUN
fcis-15745	154	26	.	.	PUNCT
fcis-15745	155	1	it	it	PRON
fcis-15745	155	2	shows	show	VERB
fcis-15745	155	3	some	some	DET
fcis-15745	155	4	initial	initial	ADJ
fcis-15745	155	5	promising	promising	ADJ
fcis-15745	155	6	results	result	NOUN
fcis-15745	155	7	in	in	ADP
fcis-15745	155	8	comparison	comparison	NOUN
fcis-15745	155	9	with	with	ADP
fcis-15745	155	10	its	its	PRON
fcis-15745	155	11	well	well	ADV
fcis-15745	155	12	-	-	PUNCT
fcis-15745	155	13	known	know	VERB
fcis-15745	155	14	parent	parent	NOUN
fcis-15745	155	15	faster	fast	ADV
fcis-15745	155	16	r	r	NOUN
fcis-15745	155	17	-	-	PUNCT
fcis-15745	155	18	cnn	cnn	NOUN
fcis-15745	155	19	on	on	ADP
fcis-15745	155	20	the	the	DET
fcis-15745	155	21	standard	standard	ADJ
fcis-15745	155	22	pascal	pascal	PROPN
fcis-15745	155	23	voc	voc	PROPN
fcis-15745	155	24	2012	2012	NUM
fcis-15745	155	25	dataset	dataset	NOUN
fcis-15745	155	26	.	.	PUNCT
fcis-15745	156	1	there	there	PRON
fcis-15745	156	2	are	be	VERB
fcis-15745	156	3	still	still	ADV
fcis-15745	156	4	rooms	room	NOUN
fcis-15745	156	5	for	for	ADP
fcis-15745	156	6	improving	improve	VERB
fcis-15745	156	7	this	this	DET
fcis-15745	156	8	model	model	NOUN
fcis-15745	156	9	,	,	PUNCT
fcis-15745	156	10	for	for	ADP
fcis-15745	156	11	example	example	NOUN
fcis-15745	156	12	accelerating	accelerate	VERB
fcis-15745	156	13	training	training	NOUN
fcis-15745	156	14	speed	speed	NOUN
fcis-15745	156	15	by	by	ADP
fcis-15745	156	16	approximate	approximate	ADJ
fcis-15745	156	17	instead	instead	ADV
fcis-15745	156	18	of	of	ADP
fcis-15745	156	19	absolute	absolute	ADJ
fcis-15745	156	20	rotation	rotation	NOUN
fcis-15745	156	21	of	of	ADP
fcis-15745	156	22	proposals	proposal	NOUN
fcis-15745	156	23	,	,	PUNCT
fcis-15745	156	24	or	or	CCONJ
fcis-15745	156	25	using	use	VERB
fcis-15745	156	26	super	super	NOUN
fcis-15745	156	27	-	-	ADJ
fcis-15745	156	28	pixel	pixel	ADJ
fcis-15745	156	29	for	for	ADP
fcis-15745	156	30	calculating	calculate	VERB
fcis-15745	156	31	intersection	intersection	NOUN
fcis-15745	156	32	over	over	ADP
fcis-15745	156	33	union	union	NOUN
fcis-15745	156	34	.	.	PUNCT
fcis-15745	157	1	certainly	certainly	ADV
fcis-15745	157	2	,	,	PUNCT
fcis-15745	157	3	there	there	PRON
fcis-15745	157	4	is	be	VERB
fcis-15745	157	5	a	a	DET
fcis-15745	157	6	trade	trade	NOUN
fcis-15745	157	7	-	-	PUNCT
fcis-15745	157	8	off	off	NOUN
fcis-15745	157	9	between	between	ADP
fcis-15745	157	10	speed	speed	NOUN
fcis-15745	157	11	and	and	CCONJ
fcis-15745	157	12	accuracy	accuracy	NOUN
fcis-15745	157	13	.	.	PUNCT
fcis-15745	158	1	i	i	PRON
fcis-15745	158	2	will	will	AUX
fcis-15745	158	3	experiment	experiment	VERB
fcis-15745	158	4	these	these	DET
fcis-15745	158	5	approaches	approach	NOUN
fcis-15745	158	6	carefully	carefully	ADV
fcis-15745	158	7	to	to	PART
fcis-15745	158	8	make	make	VERB
fcis-15745	158	9	sure	sure	ADJ
fcis-15745	158	10	that	that	SCONJ
fcis-15745	158	11	the	the	DET
fcis-15745	158	12	accuracy	accuracy	NOUN
fcis-15745	158	13	sacrificed	sacrifice	VERB
fcis-15745	158	14	is	be	AUX
fcis-15745	158	15	still	still	ADV
fcis-15745	158	16	within	within	ADP
fcis-15745	158	17	acceptable	acceptable	ADJ
fcis-15745	158	18	threshold	threshold	NOUN
fcis-15745	158	19	.	.	PUNCT
fcis-15745	159	1	9	9	NUM
fcis-15745	159	2	figure	figure	NOUN
fcis-15745	159	3	7	7	NUM
fcis-15745	159	4	.	.	PUNCT
fcis-15745	159	5	sample	sample	NOUN
fcis-15745	159	6	results	result	NOUN
fcis-15745	159	7	produced	produce	VERB
fcis-15745	159	8	by	by	ADP
fcis-15745	159	9	faster	fast	ADJ
fcis-15745	159	10	rr	rr	PROPN
fcis-15745	159	11	-	-	PUNCT
fcis-15745	159	12	cnn	cnn	PROPN
fcis-15745	159	13	.	.	PUNCT
fcis-15745	160	1	the	the	DET
fcis-15745	160	2	left	left	ADJ
fcis-15745	160	3	figures	figure	NOUN
fcis-15745	160	4	are	be	AUX
fcis-15745	160	5	ground	ground	NOUN
fcis-15745	160	6	truth	truth	NOUN
fcis-15745	160	7	.	.	PUNCT
fcis-15745	161	1	the	the	DET
fcis-15745	161	2	right	right	ADJ
fcis-15745	161	3	figures	figure	NOUN
fcis-15745	161	4	are	be	AUX
fcis-15745	161	5	predictions	prediction	NOUN
fcis-15745	161	6	from	from	ADP
fcis-15745	161	7	faster	fast	ADJ
fcis-15745	161	8	rr	rr	PROPN
fcis-15745	161	9	-	-	PUNCT
fcis-15745	161	10	cnn	cnn	PROPN
fcis-15745	161	11	references	reference	NOUN
fcis-15745	161	12	[	[	X
fcis-15745	161	13	1	1	NUM
fcis-15745	161	14	]	]	PUNCT
fcis-15745	161	15	x.	x.	NOUN
fcis-15745	161	16	chen	chen	PROPN
fcis-15745	161	17	and	and	CCONJ
fcis-15745	161	18	a.	a.	PROPN
fcis-15745	161	19	gupta	gupta	PROPN
fcis-15745	161	20	.	.	PUNCT
fcis-15745	162	1	an	an	DET
fcis-15745	162	2	implementation	implementation	NOUN
fcis-15745	162	3	of	of	ADP
fcis-15745	162	4	faster	fast	ADJ
fcis-15745	162	5	rcnn	rcnn	NOUN
fcis-15745	162	6	with	with	ADP
fcis-15745	162	7	study	study	NOUN
fcis-15745	162	8	for	for	ADP
fcis-15745	162	9	region	region	NOUN
fcis-15745	162	10	sampling	sampling	NOUN
fcis-15745	162	11	.	.	PUNCT
fcis-15745	163	1	arxiv	arxiv	PROPN
fcis-15745	163	2	preprint	preprint	PROPN
fcis-15745	163	3	arxiv:1702.02138	arxiv:1702.02138	PROPN
fcis-15745	163	4	,	,	PUNCT
fcis-15745	163	5	2017	2017	NUM
fcis-15745	163	6	.	.	PUNCT
fcis-15745	164	1	[	[	X
fcis-15745	164	2	2	2	NUM
fcis-15745	164	3	]	]	PUNCT
fcis-15745	164	4	r.	r.	PROPN
fcis-15745	164	5	girshick	girshick	PROPN
fcis-15745	164	6	.	.	PUNCT
fcis-15745	165	1	fast	fast	ADJ
fcis-15745	165	2	r	r	NOUN
fcis-15745	165	3	-	-	PUNCT
fcis-15745	165	4	cnn	cnn	NOUN
fcis-15745	165	5	.	.	PUNCT
fcis-15745	166	1	in	in	ADP
fcis-15745	166	2	proceedings	proceeding	NOUN
fcis-15745	166	3	of	of	ADP
fcis-15745	166	4	the	the	DET
fcis-15745	166	5	ieee	ieee	NOUN
fcis-15745	166	6	international	international	PROPN
fcis-15745	166	7	conference	conference	NOUN
fcis-15745	166	8	on	on	ADP
fcis-15745	166	9	computer	computer	NOUN
fcis-15745	166	10	vision	vision	NOUN
fcis-15745	166	11	,	,	PUNCT
fcis-15745	166	12	pages	page	NOUN
fcis-15745	166	13	1440–1448	1440–1448	NUM
fcis-15745	166	14	,	,	PUNCT
fcis-15745	166	15	2015	2015	NUM
fcis-15745	166	16	.	.	PUNCT
fcis-15745	167	1	[	[	X
fcis-15745	167	2	3	3	X
fcis-15745	167	3	]	]	X
fcis-15745	167	4	r.	r.	PROPN
fcis-15745	167	5	girshick	girshick	PROPN
fcis-15745	167	6	,	,	PUNCT
fcis-15745	167	7	j.	j.	PROPN
fcis-15745	167	8	donahue	donahue	PROPN
fcis-15745	167	9	,	,	PUNCT
fcis-15745	167	10	t.	t.	PROPN
fcis-15745	167	11	darrell	darrell	PROPN
fcis-15745	167	12	,	,	PUNCT
fcis-15745	167	13	and	and	CCONJ
fcis-15745	167	14	j.	j.	PROPN
fcis-15745	167	15	malik	malik	PROPN
fcis-15745	167	16	.	.	PUNCT
fcis-15745	168	1	rich	rich	ADJ
fcis-15745	168	2	feature	feature	NOUN
fcis-15745	168	3	hierarchies	hierarchy	NOUN
fcis-15745	168	4	for	for	ADP
fcis-15745	168	5	accurate	accurate	ADJ
fcis-15745	168	6	object	object	NOUN
fcis-15745	168	7	detection	detection	NOUN
fcis-15745	168	8	and	and	CCONJ
fcis-15745	168	9	semantic	semantic	ADJ
fcis-15745	168	10	segmentation	segmentation	NOUN
fcis-15745	168	11	.	.	PUNCT
fcis-15745	169	1	in	in	ADP
fcis-15745	169	2	proceedings	proceeding	NOUN
fcis-15745	169	3	of	of	ADP
fcis-15745	169	4	the	the	DET
fcis-15745	169	5	ieee	ieee	NOUN
fcis-15745	169	6	conference	conference	NOUN
fcis-15745	169	7	on	on	ADP
fcis-15745	169	8	computer	computer	NOUN
fcis-15745	169	9	vision	vision	NOUN
fcis-15745	169	10	and	and	CCONJ
fcis-15745	169	11	pattern	pattern	NOUN
fcis-15745	169	12	recognition	recognition	NOUN
fcis-15745	169	13	,	,	PUNCT
fcis-15745	169	14	pages	page	NOUN
fcis-15745	169	15	580–587	580–587	NUM
fcis-15745	169	16	,	,	PUNCT
fcis-15745	169	17	2014	2014	NUM
fcis-15745	169	18	.	.	PUNCT
fcis-15745	170	1	[	[	X
fcis-15745	170	2	4	4	X
fcis-15745	170	3	]	]	PUNCT
fcis-15745	170	4	k.	k.	NOUN
fcis-15745	171	1	he	he	PRON
fcis-15745	171	2	,	,	PUNCT
fcis-15745	171	3	g.	g.	PROPN
fcis-15745	171	4	gkioxari	gkioxari	PROPN
fcis-15745	171	5	,	,	PUNCT
fcis-15745	171	6	p.	p.	NOUN
fcis-15745	171	7	dolla´r	dolla´r	PROPN
fcis-15745	171	8	,	,	PUNCT
fcis-15745	171	9	and	and	CCONJ
fcis-15745	171	10	r.	r.	PROPN
fcis-15745	171	11	girshick	girshick	PROPN
fcis-15745	171	12	.	.	PUNCT
fcis-15745	172	1	mask	mask	VERB
fcis-15745	172	2	r	r	NOUN
fcis-15745	172	3	-	-	PUNCT
fcis-15745	172	4	cnn	cnn	PROPN
fcis-15745	172	5	.	.	PUNCT
fcis-15745	173	1	arxiv	arxiv	PROPN
fcis-15745	173	2	preprint	preprint	PROPN
fcis-15745	173	3	arxiv:1703.06870	arxiv:1703.06870	PROPN
fcis-15745	173	4	,	,	PUNCT
fcis-15745	173	5	2017	2017	NUM
fcis-15745	173	6	.	.	PUNCT
fcis-15745	174	1	[	[	X
fcis-15745	174	2	5	5	X
fcis-15745	174	3	]	]	PUNCT
fcis-15745	174	4	k.	k.	NOUN
fcis-15745	175	1	he	he	PROPN
fcis-15745	175	2	,	,	PUNCT
fcis-15745	175	3	x.	x.	PROPN
fcis-15745	175	4	zhang	zhang	PROPN
fcis-15745	175	5	,	,	PUNCT
fcis-15745	175	6	s.	s.	PROPN
fcis-15745	175	7	ren	ren	PROPN
fcis-15745	175	8	,	,	PUNCT
fcis-15745	175	9	and	and	CCONJ
fcis-15745	175	10	j.	j.	PROPN
fcis-15745	175	11	sun	sun	PROPN
fcis-15745	175	12	.	.	PUNCT
fcis-15745	176	1	deep	deep	ADJ
fcis-15745	176	2	residual	residual	ADJ
fcis-15745	176	3	learning	learning	NOUN
fcis-15745	176	4	for	for	ADP
fcis-15745	176	5	image	image	NOUN
fcis-15745	176	6	recognition	recognition	NOUN
fcis-15745	176	7	.	.	PUNCT
fcis-15745	177	1	in	in	ADP
fcis-15745	177	2	proceedings	proceeding	NOUN
fcis-15745	177	3	of	of	ADP
fcis-15745	177	4	the	the	DET
fcis-15745	177	5	ieee	ieee	NOUN
fcis-15745	177	6	conference	conference	NOUN
fcis-15745	177	7	on	on	ADP
fcis-15745	177	8	computer	computer	NOUN
fcis-15745	177	9	vision	vision	NOUN
fcis-15745	177	10	and	and	CCONJ
fcis-15745	177	11	pattern	pattern	NOUN
fcis-15745	177	12	recognition	recognition	NOUN
fcis-15745	177	13	,	,	PUNCT
fcis-15745	177	14	pages	page	NOUN
fcis-15745	177	15	770–778	770–778	NUM
fcis-15745	177	16	,	,	PUNCT
fcis-15745	177	17	2016	2016	NUM
fcis-15745	177	18	.	.	PUNCT
fcis-15745	178	1	[	[	X
fcis-15745	178	2	6	6	NUM
fcis-15745	178	3	]	]	X
fcis-15745	178	4	g.	g.	PROPN
fcis-15745	178	5	huang	huang	PROPN
fcis-15745	178	6	,	,	PUNCT
fcis-15745	178	7	z.	z.	PROPN
fcis-15745	178	8	liu	liu	PROPN
fcis-15745	178	9	,	,	PUNCT
fcis-15745	178	10	k.	k.	PROPN
fcis-15745	178	11	q.	q.	PROPN
fcis-15745	178	12	weinberger	weinberger	PROPN
fcis-15745	178	13	,	,	PUNCT
fcis-15745	178	14	and	and	CCONJ
fcis-15745	178	15	l.	l.	PROPN
fcis-15745	178	16	van	van	PROPN
fcis-15745	178	17	der	der	PROPN
fcis-15745	178	18	maaten	maaten	VERB
fcis-15745	178	19	.	.	PUNCT
fcis-15745	179	1	densely	densely	ADV
fcis-15745	179	2	connected	connect	VERB
fcis-15745	179	3	convolutional	convolutional	ADJ
fcis-15745	179	4	networks	network	NOUN
fcis-15745	179	5	.	.	PUNCT
fcis-15745	180	1	arxiv	arxiv	PROPN
fcis-15745	180	2	preprint	preprint	VERB
fcis-15745	180	3	arxiv:1608.06993	arxiv:1608.06993	PROPN
fcis-15745	180	4	,	,	PUNCT
fcis-15745	180	5	2016	2016	NUM
fcis-15745	180	6	.	.	PUNCT
fcis-15745	181	1	[	[	X
fcis-15745	181	2	7	7	NUM
fcis-15745	181	3	]	]	PUNCT
fcis-15745	181	4	a.	a.	NOUN
fcis-15745	181	5	krizhevsky	krizhevsky	PROPN
fcis-15745	181	6	,	,	PUNCT
fcis-15745	181	7	i.	i.	PROPN
fcis-15745	181	8	sutskever	sutskever	PROPN
fcis-15745	181	9	,	,	PUNCT
fcis-15745	181	10	and	and	CCONJ
fcis-15745	181	11	g.	g.	PROPN
fcis-15745	181	12	e.	e.	PROPN
fcis-15745	181	13	hinton	hinton	PROPN
fcis-15745	181	14	.	.	PUNCT
fcis-15745	182	1	imagenet	imagenet	PROPN
fcis-15745	182	2	classification	classification	NOUN
fcis-15745	182	3	with	with	ADP
fcis-15745	182	4	deep	deep	ADJ
fcis-15745	182	5	convolutional	convolutional	ADJ
fcis-15745	182	6	neural	neural	ADJ
fcis-15745	182	7	networks	network	NOUN
fcis-15745	182	8	.	.	PUNCT
fcis-15745	183	1	in	in	ADP
fcis-15745	183	2	advances	advance	NOUN
fcis-15745	183	3	in	in	ADP
fcis-15745	183	4	neural	neural	ADJ
fcis-15745	183	5	information	information	NOUN
fcis-15745	183	6	processing	processing	NOUN
fcis-15745	183	7	systems	system	NOUN
fcis-15745	183	8	,	,	PUNCT
fcis-15745	183	9	pages	page	NOUN
fcis-15745	183	10	1097–1105	1097–1105	NUM
fcis-15745	183	11	,	,	PUNCT
fcis-15745	183	12	2012	2012	NUM
fcis-15745	183	13	.	.	PUNCT
fcis-15745	184	1	[	[	X
fcis-15745	184	2	8	8	NUM
fcis-15745	184	3	]	]	X
fcis-15745	184	4	y.	y.	PROPN
fcis-15745	184	5	li	li	PROPN
fcis-15745	184	6	,	,	PUNCT
fcis-15745	184	7	k.	k.	PROPN
fcis-15745	185	1	he	he	PRON
fcis-15745	185	2	,	,	PUNCT
fcis-15745	185	3	j.	j.	PROPN
fcis-15745	185	4	sun	sun	PROPN
fcis-15745	185	5	,	,	PUNCT
fcis-15745	185	6	et	et	PROPN
fcis-15745	185	7	al	al	PROPN
fcis-15745	185	8	.	.	PUNCT
fcis-15745	186	1	r	r	X
fcis-15745	186	2	-	-	PUNCT
fcis-15745	186	3	fcn	fcn	NOUN
fcis-15745	186	4	:	:	PUNCT
fcis-15745	186	5	object	object	NOUN
fcis-15745	186	6	detection	detection	NOUN
fcis-15745	186	7	via	via	ADP
fcis-15745	186	8	regionbased	regionbase	VERB
fcis-15745	186	9	fully	fully	ADV
fcis-15745	186	10	convolutional	convolutional	ADJ
fcis-15745	186	11	networks	network	NOUN
fcis-15745	186	12	.	.	PUNCT
fcis-15745	187	1	in	in	ADP
fcis-15745	187	2	advances	advance	NOUN
fcis-15745	187	3	in	in	ADP
fcis-15745	187	4	neural	neural	ADJ
fcis-15745	187	5	information	information	NOUN
fcis-15745	187	6	processing	processing	NOUN
fcis-15745	187	7	systems	system	NOUN
fcis-15745	187	8	,	,	PUNCT
fcis-15745	187	9	pages	page	NOUN
fcis-15745	187	10	379–387	379–387	NUM
fcis-15745	187	11	,	,	PUNCT
fcis-15745	187	12	2016	2016	NUM
fcis-15745	187	13	.	.	PUNCT
fcis-15745	188	1	[	[	X
fcis-15745	188	2	9	9	NUM
fcis-15745	188	3	]	]	PUNCT
fcis-15745	188	4	t.-y	t.-y	NOUN
fcis-15745	188	5	.	.	PUNCT
fcis-15745	189	1	lin	lin	PROPN
fcis-15745	189	2	,	,	PUNCT
fcis-15745	189	3	p.	p.	PROPN
fcis-15745	189	4	dolla´r	dolla´r	PROPN
fcis-15745	189	5	,	,	PUNCT
fcis-15745	189	6	r.	r.	PROPN
fcis-15745	189	7	girshick	girshick	PROPN
fcis-15745	189	8	,	,	PUNCT
fcis-15745	189	9	k.	k.	PROPN
fcis-15745	190	1	he	he	PRON
fcis-15745	190	2	,	,	PUNCT
fcis-15745	190	3	b.	b.	PROPN
fcis-15745	190	4	hariharan	hariharan	PROPN
fcis-15745	190	5	,	,	PUNCT
fcis-15745	190	6	and	and	CCONJ
fcis-15745	190	7	s.	s.	PROPN
fcis-15745	190	8	belongie	belongie	PROPN
fcis-15745	190	9	.	.	PUNCT
fcis-15745	191	1	feature	feature	NOUN
fcis-15745	191	2	pyramid	pyramid	NOUN
fcis-15745	191	3	networks	network	NOUN
fcis-15745	191	4	for	for	ADP
fcis-15745	191	5	object	object	NOUN
fcis-15745	191	6	detection	detection	NOUN
fcis-15745	191	7	.	.	PUNCT
fcis-15745	192	1	arxiv	arxiv	PROPN
fcis-15745	192	2	preprint	preprint	VERB
fcis-15745	192	3	arxiv:1612.03144	arxiv:1612.03144	ADJ
fcis-15745	192	4	,	,	PUNCT
fcis-15745	192	5	2016	2016	NUM
fcis-15745	192	6	.	.	PUNCT
fcis-15745	193	1	[	[	X
fcis-15745	193	2	10	10	NUM
fcis-15745	193	3	]	]	X
fcis-15745	193	4	w.	w.	PROPN
fcis-15745	193	5	liu	liu	PROPN
fcis-15745	193	6	,	,	PUNCT
fcis-15745	193	7	d.	d.	PROPN
fcis-15745	193	8	anguelov	anguelov	PROPN
fcis-15745	193	9	,	,	PUNCT
fcis-15745	193	10	d.	d.	PROPN
fcis-15745	193	11	erhan	erhan	PROPN
fcis-15745	193	12	,	,	PUNCT
fcis-15745	193	13	c.	c.	PROPN
fcis-15745	193	14	szegedy	szegedy	PROPN
fcis-15745	193	15	,	,	PUNCT
fcis-15745	193	16	s.	s.	PROPN
fcis-15745	193	17	reed	reed	PROPN
fcis-15745	193	18	,	,	PUNCT
fcis-15745	193	19	c.-y	c.-y	NOUN
fcis-15745	193	20	.	.	PUNCT
fcis-15745	194	1	fu	fu	ADJ
fcis-15745	194	2	,	,	PUNCT
fcis-15745	194	3	and	and	CCONJ
fcis-15745	194	4	a.	a.	PROPN
fcis-15745	194	5	c.	c.	PROPN
fcis-15745	194	6	berg	berg	PROPN
fcis-15745	194	7	.	.	PUNCT
fcis-15745	195	1	ssd	ssd	PROPN
fcis-15745	195	2	:	:	PUNCT
fcis-15745	195	3	single	single	ADJ
fcis-15745	195	4	shot	shot	NOUN
fcis-15745	195	5	multibox	multibox	NOUN
fcis-15745	195	6	detector	detector	NOUN
fcis-15745	195	7	.	.	PUNCT
fcis-15745	196	1	in	in	ADP
fcis-15745	196	2	european	european	ADJ
fcis-15745	196	3	conference	conference	PROPN
fcis-15745	196	4	on	on	ADP
fcis-15745	196	5	computer	computer	NOUN
fcis-15745	196	6	vision	vision	NOUN
fcis-15745	196	7	,	,	PUNCT
fcis-15745	196	8	pages	page	NOUN
fcis-15745	196	9	21–37	21–37	NUM
fcis-15745	196	10	.	.	PUNCT
fcis-15745	196	11	springer	springer	NOUN
fcis-15745	196	12	,	,	PUNCT
fcis-15745	196	13	2016	2016	NUM
fcis-15745	196	14	.	.	PUNCT
fcis-15745	197	1	[	[	X
fcis-15745	197	2	11	11	NUM
fcis-15745	197	3	]	]	PUNCT
fcis-15745	197	4	z.	z.	PROPN
fcis-15745	197	5	liu	liu	PROPN
fcis-15745	197	6	,	,	PUNCT
fcis-15745	197	7	j.	j.	PROPN
fcis-15745	197	8	hu	hu	PROPN
fcis-15745	197	9	,	,	PUNCT
fcis-15745	197	10	l.	l.	PROPN
fcis-15745	197	11	weng	weng	PROPN
fcis-15745	197	12	,	,	PUNCT
fcis-15745	197	13	and	and	CCONJ
fcis-15745	197	14	y.	y.	PROPN
fcis-15745	197	15	yang	yang	PROPN
fcis-15745	197	16	.	.	PUNCT
fcis-15745	198	1	rotated	rotate	VERB
fcis-15745	198	2	region	region	NOUN
fcis-15745	198	3	based	base	VERB
fcis-15745	198	4	cnn	cnn	PROPN
fcis-15745	198	5	for	for	ADP
fcis-15745	198	6	ship	ship	NOUN
fcis-15745	198	7	detection	detection	NOUN
fcis-15745	198	8	.	.	PUNCT
fcis-15745	199	1	[	[	X
fcis-15745	199	2	12	12	NUM
fcis-15745	199	3	]	]	PUNCT
fcis-15745	199	4	j.	j.	PROPN
fcis-15745	199	5	ma	ma	PROPN
fcis-15745	199	6	,	,	PUNCT
fcis-15745	199	7	w.	w.	PROPN
fcis-15745	199	8	shao	shao	PROPN
fcis-15745	199	9	,	,	PUNCT
fcis-15745	199	10	h.	h.	PROPN
fcis-15745	199	11	ye	ye	PROPN
fcis-15745	199	12	,	,	PUNCT
fcis-15745	199	13	l.	l.	PROPN
fcis-15745	199	14	wang	wang	PROPN
fcis-15745	199	15	,	,	PUNCT
fcis-15745	199	16	h.	h.	PROPN
fcis-15745	199	17	wang	wang	PROPN
fcis-15745	199	18	,	,	PUNCT
fcis-15745	199	19	y.	y.	PROPN
fcis-15745	199	20	zheng	zheng	PROPN
fcis-15745	199	21	,	,	PUNCT
fcis-15745	199	22	and	and	CCONJ
fcis-15745	199	23	x.	x.	PROPN
fcis-15745	199	24	xue	xue	PROPN
fcis-15745	199	25	.	.	PUNCT
fcis-15745	200	1	arbitrary	arbitrary	ADJ
fcis-15745	200	2	-	-	PUNCT
fcis-15745	200	3	oriented	orient	VERB
fcis-15745	200	4	scene	scene	NOUN
fcis-15745	200	5	text	text	NOUN
fcis-15745	200	6	detection	detection	NOUN
fcis-15745	200	7	via	via	ADP
fcis-15745	200	8	rotation	rotation	NOUN
fcis-15745	200	9	proposals	proposal	NOUN
fcis-15745	200	10	.	.	PUNCT
fcis-15745	201	1	arxiv	arxiv	PROPN
fcis-15745	201	2	preprint	preprint	PROPN
fcis-15745	201	3	arxiv:1703.01086	arxiv:1703.01086	VERB
fcis-15745	201	4	,	,	PUNCT
fcis-15745	201	5	2017	2017	NUM
fcis-15745	201	6	.	.	PUNCT
fcis-15745	202	1	[	[	X
fcis-15745	202	2	13	13	NUM
fcis-15745	202	3	]	]	PUNCT
fcis-15745	202	4	j.	j.	PROPN
fcis-15745	202	5	redmon	redmon	PROPN
fcis-15745	202	6	,	,	PUNCT
fcis-15745	202	7	s.	s.	PROPN
fcis-15745	202	8	divvala	divvala	PROPN
fcis-15745	202	9	,	,	PUNCT
fcis-15745	202	10	r.	r.	PROPN
fcis-15745	202	11	girshick	girshick	PROPN
fcis-15745	202	12	,	,	PUNCT
fcis-15745	202	13	and	and	CCONJ
fcis-15745	202	14	a.	a.	NOUN
fcis-15745	202	15	farhadi	farhadi	NOUN
fcis-15745	202	16	.	.	PUNCT
fcis-15745	203	1	you	you	PRON
fcis-15745	203	2	only	only	ADV
fcis-15745	203	3	look	look	VERB
fcis-15745	203	4	once	once	ADV
fcis-15745	203	5	:	:	PUNCT
fcis-15745	203	6	unified	unified	ADJ
fcis-15745	203	7	,	,	PUNCT
fcis-15745	203	8	real	real	ADJ
fcis-15745	203	9	-	-	PUNCT
fcis-15745	203	10	time	time	NOUN
fcis-15745	203	11	object	object	NOUN
fcis-15745	203	12	detection	detection	NOUN
fcis-15745	203	13	.	.	PUNCT
fcis-15745	204	1	in	in	ADP
fcis-15745	204	2	proceedings	proceeding	NOUN
fcis-15745	204	3	of	of	ADP
fcis-15745	204	4	the	the	DET
fcis-15745	204	5	ieee	ieee	NOUN
fcis-15745	204	6	conference	conference	NOUN
fcis-15745	204	7	on	on	ADP
fcis-15745	204	8	computer	computer	NOUN
fcis-15745	204	9	vision	vision	NOUN
fcis-15745	204	10	and	and	CCONJ
fcis-15745	204	11	pattern	pattern	NOUN
fcis-15745	204	12	recognition	recognition	NOUN
fcis-15745	204	13	,	,	PUNCT
fcis-15745	204	14	pages	page	NOUN
fcis-15745	204	15	779–788	779–788	NUM
fcis-15745	204	16	,	,	PUNCT
fcis-15745	204	17	2016	2016	NUM
fcis-15745	204	18	.	.	PUNCT
fcis-15745	205	1	[	[	X
fcis-15745	205	2	14	14	NUM
fcis-15745	205	3	]	]	X
fcis-15745	205	4	s.	s.	PROPN
fcis-15745	205	5	ren	ren	PROPN
fcis-15745	205	6	,	,	PUNCT
fcis-15745	205	7	k.	k.	PROPN
fcis-15745	206	1	he	he	PRON
fcis-15745	206	2	,	,	PUNCT
fcis-15745	206	3	r.	r.	PROPN
fcis-15745	206	4	girshick	girshick	PROPN
fcis-15745	206	5	,	,	PUNCT
fcis-15745	206	6	and	and	CCONJ
fcis-15745	206	7	j.	j.	PROPN
fcis-15745	206	8	sun	sun	PROPN
fcis-15745	206	9	.	.	PUNCT
fcis-15745	207	1	faster	fast	ADJ
fcis-15745	207	2	r	r	NOUN
fcis-15745	207	3	-	-	PUNCT
fcis-15745	207	4	cnn	cnn	NOUN
fcis-15745	207	5	:	:	PUNCT
fcis-15745	207	6	towards	towards	ADP
fcis-15745	207	7	real	real	ADJ
fcis-15745	207	8	-	-	PUNCT
fcis-15745	207	9	time	time	NOUN
fcis-15745	207	10	object	object	NOUN
fcis-15745	207	11	detection	detection	NOUN
fcis-15745	207	12	with	with	ADP
fcis-15745	207	13	region	region	NOUN
fcis-15745	207	14	proposal	proposal	NOUN
fcis-15745	207	15	networks	network	NOUN
fcis-15745	207	16	.	.	PUNCT
fcis-15745	208	1	in	in	ADP
fcis-15745	208	2	advances	advance	NOUN
fcis-15745	208	3	in	in	ADP
fcis-15745	208	4	neural	neural	ADJ
fcis-15745	208	5	information	information	NOUN
fcis-15745	208	6	processing	processing	NOUN
fcis-15745	208	7	systems	system	NOUN
fcis-15745	208	8	,	,	PUNCT
fcis-15745	208	9	pages	page	NOUN
fcis-15745	208	10	91	91	NUM
fcis-15745	208	11	–	–	SYM
fcis-15745	208	12	99	99	NUM
fcis-15745	208	13	,	,	PUNCT
fcis-15745	208	14	2015	2015	NUM
fcis-15745	208	15	.	.	PUNCT
fcis-15745	209	1	[	[	X
fcis-15745	209	2	15	15	NUM
fcis-15745	209	3	]	]	PUNCT
fcis-15745	209	4	k.	k.	NOUN
fcis-15745	209	5	simonyan	simonyan	PROPN
fcis-15745	209	6	and	and	CCONJ
fcis-15745	209	7	a.	a.	NOUN
fcis-15745	209	8	zisserman	zisserman	PROPN
fcis-15745	209	9	.	.	PUNCT
fcis-15745	210	1	very	very	ADV
fcis-15745	210	2	deep	deep	ADJ
fcis-15745	210	3	convolutional	convolutional	ADJ
fcis-15745	210	4	networks	network	NOUN
fcis-15745	210	5	for	for	ADP
fcis-15745	210	6	large	large	ADJ
fcis-15745	210	7	-	-	PUNCT
fcis-15745	210	8	scale	scale	NOUN
fcis-15745	210	9	image	image	NOUN
fcis-15745	210	10	recognition	recognition	NOUN
fcis-15745	210	11	.	.	PUNCT
fcis-15745	211	1	arxiv	arxiv	PROPN
fcis-15745	211	2	preprint	preprint	PROPN
fcis-15745	211	3	arxiv:1409.1556	arxiv:1409.1556	NOUN
fcis-15745	211	4	,	,	PUNCT
fcis-15745	211	5	2014	2014	NUM
fcis-15745	211	6	.	.	PUNCT
fcis-15745	212	1	[	[	X
fcis-15745	212	2	16	16	NUM
fcis-15745	212	3	]	]	X
fcis-15745	212	4	d.	d.	PROPN
fcis-15745	212	5	stutz	stutz	PROPN
fcis-15745	212	6	.	.	PUNCT
fcis-15745	213	1	understanding	understand	VERB
fcis-15745	213	2	convolutional	convolutional	ADJ
fcis-15745	213	3	neural	neural	ADJ
fcis-15745	213	4	networks	network	NOUN
fcis-15745	213	5	.	.	PUNCT
fcis-15745	214	1	inseminar	inseminar	PROPN
fcis-15745	214	2	report	report	NOUN
fcis-15745	214	3	,	,	PUNCT
fcis-15745	214	4	fakulta¨t	fakulta¨t	VERB
fcis-15745	214	5	fu¨r	fu¨r	PROPN
fcis-15745	214	6	mathematik	mathematik	PROPN
fcis-15745	214	7	,	,	PUNCT
fcis-15745	214	8	informatik	informatik	PROPN
fcis-15745	214	9	und	und	VERB
fcis-15745	214	10	naturwissenschaften	naturwissenschaften	VERB
fcis-15745	214	11	lehr	lehr	NOUN
fcis-15745	214	12	-	-	PUNCT
fcis-15745	214	13	und	und	NOUN
fcis-15745	214	14	forschungsgebiet	forschungsgebiet	PROPN
fcis-15745	214	15	informatik	informatik	PROPN
fcis-15745	214	16	viii	viii	PROPN
fcis-15745	214	17	computer	computer	NOUN
fcis-15745	214	18	vision	vision	NOUN
fcis-15745	214	19	,	,	PUNCT
fcis-15745	214	20	2014	2014	NUM
fcis-15745	214	21	.	.	PUNCT
fcis-15745	215	1	[	[	X
fcis-15745	215	2	17	17	NUM
fcis-15745	215	3	]	]	PUNCT
fcis-15745	215	4	j.	j.	PROPN
fcis-15745	215	5	r.	r.	PROPN
fcis-15745	215	6	uijlings	uijlings	PROPN
fcis-15745	215	7	,	,	PUNCT
fcis-15745	215	8	k.	k.	PROPN
fcis-15745	215	9	e.	e.	PROPN
fcis-15745	215	10	van	van	PROPN
fcis-15745	215	11	de	de	PROPN
fcis-15745	215	12	sande	sande	PROPN
fcis-15745	215	13	,	,	PUNCT
fcis-15745	215	14	t.	t.	PROPN
fcis-15745	215	15	gevers	gever	NOUN
fcis-15745	215	16	,	,	PUNCT
fcis-15745	215	17	and	and	CCONJ
fcis-15745	215	18	a.	a.	NOUN
fcis-15745	215	19	w.	w.	PROPN
fcis-15745	215	20	smeulders	smeulder	NOUN
fcis-15745	215	21	.	.	PUNCT
fcis-15745	216	1	selective	selective	ADJ
fcis-15745	216	2	search	search	NOUN
fcis-15745	216	3	for	for	ADP
fcis-15745	216	4	object	object	NOUN
fcis-15745	216	5	recognition	recognition	NOUN
fcis-15745	216	6	.	.	PUNCT
fcis-15745	217	1	international	international	ADJ
fcis-15745	217	2	journal	journal	PROPN
fcis-15745	217	3	of	of	ADP
fcis-15745	217	4	computer	computer	NOUN
fcis-15745	217	5	vision	vision	NOUN
fcis-15745	217	6	,	,	PUNCT
fcis-15745	217	7	104(2):154–171	104(2):154–171	NUM
fcis-15745	217	8	,	,	PUNCT
fcis-15745	217	9	2013	2013	NUM
fcis-15745	217	10	.	.	PUNCT
fcis-15745	218	1	[	[	X
fcis-15745	218	2	18	18	NUM
fcis-15745	218	3	]	]	X
fcis-15745	218	4	c.	c.	PROPN
fcis-15745	218	5	l.	l.	PROPN
fcis-15745	218	6	zitnick	zitnick	PROPN
fcis-15745	218	7	and	and	CCONJ
fcis-15745	218	8	p.	p.	PROPN
fcis-15745	218	9	dolla´r	dolla´r	PROPN
fcis-15745	218	10	.	.	PUNCT
fcis-15745	219	1	edge	edge	NOUN
fcis-15745	219	2	boxes	box	NOUN
fcis-15745	219	3	:	:	PUNCT
fcis-15745	219	4	locating	locate	VERB
fcis-15745	219	5	object	object	NOUN
fcis-15745	219	6	proposals	proposal	NOUN
fcis-15745	219	7	from	from	ADP
fcis-15745	219	8	edges	edge	NOUN
fcis-15745	219	9	.	.	PUNCT
fcis-15745	220	1	in	in	ADP
fcis-15745	220	2	european	european	ADJ
fcis-15745	220	3	conference	conference	PROPN
fcis-15745	220	4	on	on	ADP
fcis-15745	220	5	computer	computer	NOUN
fcis-15745	220	6	vision	vision	NOUN
fcis-15745	220	7	,	,	PUNCT
fcis-15745	220	8	pages	page	NOUN
fcis-15745	220	9	391–405	391–405	NUM
fcis-15745	220	10	.	.	PUNCT
fcis-15745	220	11	springer	springer	NOUN
fcis-15745	220	12	,	,	PUNCT
fcis-15745	220	13	2014	2014	NUM
fcis-15745	220	14	.	.	PUNCT