id	sid	tid	token	lemma	pos
mg74qj7508m	1	1	image	image	NOUN
mg74qj7508m	1	2	processing	processing	NOUN
mg74qj7508m	1	3	techniques	technique	NOUN
mg74qj7508m	1	4	can	can	AUX
mg74qj7508m	1	5	be	be	AUX
mg74qj7508m	1	6	applied	apply	VERB
mg74qj7508m	1	7	to	to	PART
mg74qj7508m	1	8	solve	solve	VERB
mg74qj7508m	1	9	problems	problem	NOUN
mg74qj7508m	1	10	in	in	ADP
mg74qj7508m	1	11	many	many	ADJ
mg74qj7508m	1	12	fields	field	NOUN
mg74qj7508m	1	13	,	,	PUNCT
mg74qj7508m	1	14	including	include	VERB
mg74qj7508m	1	15	biomedicine	biomedicine	NOUN
mg74qj7508m	1	16	,	,	PUNCT
mg74qj7508m	1	17	robotics	robotic	NOUN
mg74qj7508m	1	18	,	,	PUNCT
mg74qj7508m	1	19	security	security	NOUN
mg74qj7508m	1	20	,	,	PUNCT
mg74qj7508m	1	21	computer	computer	NOUN
mg74qj7508m	1	22	vision	vision	NOUN
mg74qj7508m	1	23	,	,	PUNCT
mg74qj7508m	1	24	etc	etc	X
mg74qj7508m	1	25	.	.	X
mg74qj7508m	2	1	in	in	ADP
mg74qj7508m	2	2	order	order	NOUN
mg74qj7508m	2	3	for	for	SCONJ
mg74qj7508m	2	4	the	the	DET
mg74qj7508m	2	5	solutions	solution	NOUN
mg74qj7508m	2	6	to	to	PART
mg74qj7508m	2	7	achieve	achieve	VERB
mg74qj7508m	2	8	good	good	ADJ
mg74qj7508m	2	9	performance	performance	NOUN
mg74qj7508m	2	10	in	in	ADP
mg74qj7508m	2	11	terms	term	NOUN
mg74qj7508m	2	12	of	of	ADP
mg74qj7508m	2	13	effectiveness	effectiveness	NOUN
mg74qj7508m	2	14	and	and	CCONJ
mg74qj7508m	2	15	efficiency	efficiency	NOUN
mg74qj7508m	2	16	,	,	PUNCT
mg74qj7508m	2	17	the	the	DET
mg74qj7508m	2	18	problems	problem	NOUN
mg74qj7508m	2	19	need	need	VERB
mg74qj7508m	2	20	to	to	PART
mg74qj7508m	2	21	be	be	AUX
mg74qj7508m	2	22	modeled	model	VERB
mg74qj7508m	2	23	properly	properly	ADV
mg74qj7508m	2	24	and	and	CCONJ
mg74qj7508m	2	25	solved	solve	VERB
mg74qj7508m	2	26	in	in	ADP
mg74qj7508m	2	27	an	an	DET
mg74qj7508m	2	28	efficient	efficient	ADJ
mg74qj7508m	2	29	manner	manner	NOUN
mg74qj7508m	2	30	.	.	PUNCT
mg74qj7508m	3	1	in	in	ADP
mg74qj7508m	3	2	this	this	DET
mg74qj7508m	3	3	dissertation	dissertation	NOUN
mg74qj7508m	3	4	,	,	PUNCT
mg74qj7508m	3	5	we	we	PRON
mg74qj7508m	3	6	present	present	VERB
mg74qj7508m	3	7	new	new	ADJ
mg74qj7508m	3	8	algorithms	algorithm	NOUN
mg74qj7508m	3	9	for	for	ADP
mg74qj7508m	3	10	several	several	ADJ
mg74qj7508m	3	11	problems	problem	NOUN
mg74qj7508m	3	12	in	in	ADP
mg74qj7508m	3	13	biomedical	biomedical	ADJ
mg74qj7508m	3	14	image	image	NOUN
mg74qj7508m	3	15	processing	processing	NOUN
mg74qj7508m	3	16	and	and	CCONJ
mg74qj7508m	3	17	computer	computer	NOUN
mg74qj7508m	3	18	vision	vision	NOUN
mg74qj7508m	3	19	.	.	PUNCT
mg74qj7508m	4	1	the	the	DET
mg74qj7508m	4	2	problems	problem	NOUN
mg74qj7508m	4	3	we	we	PRON
mg74qj7508m	4	4	study	study	VERB
mg74qj7508m	4	5	are	be	AUX
mg74qj7508m	4	6	either	either	CCONJ
mg74qj7508m	4	7	not	not	PART
mg74qj7508m	4	8	studied	study	VERB
mg74qj7508m	4	9	by	by	ADP
mg74qj7508m	4	10	other	other	ADJ
mg74qj7508m	4	11	people	people	NOUN
mg74qj7508m	4	12	before	before	ADV
mg74qj7508m	4	13	,	,	PUNCT
mg74qj7508m	4	14	or	or	CCONJ
mg74qj7508m	4	15	the	the	DET
mg74qj7508m	4	16	existing	exist	VERB
mg74qj7508m	4	17	solutions	solution	NOUN
mg74qj7508m	4	18	are	be	AUX
mg74qj7508m	4	19	not	not	PART
mg74qj7508m	4	20	satisfactory	satisfactory	ADJ
mg74qj7508m	4	21	enough	enough	ADV
mg74qj7508m	4	22	,	,	PUNCT
mg74qj7508m	4	23	due	due	ADP
mg74qj7508m	4	24	to	to	ADP
mg74qj7508m	4	25	improper	improper	ADJ
mg74qj7508m	4	26	models	model	NOUN
mg74qj7508m	4	27	chosen	choose	VERB
mg74qj7508m	4	28	,	,	PUNCT
mg74qj7508m	4	29	or	or	CCONJ
mg74qj7508m	4	30	non	non	ADJ
mg74qj7508m	4	31	-	-	ADJ
mg74qj7508m	4	32	optimal	optimal	ADJ
mg74qj7508m	4	33	solutions	solution	NOUN
mg74qj7508m	4	34	adopted	adopt	VERB
mg74qj7508m	4	35	.	.	PUNCT
mg74qj7508m	5	1	for	for	ADP
mg74qj7508m	5	2	the	the	DET
mg74qj7508m	5	3	biomedical	biomedical	ADJ
mg74qj7508m	5	4	image	image	NOUN
mg74qj7508m	5	5	processing	processing	NOUN
mg74qj7508m	5	6	problems	problem	NOUN
mg74qj7508m	5	7	,	,	PUNCT
mg74qj7508m	5	8	unlike	unlike	ADP
mg74qj7508m	5	9	traditional	traditional	ADJ
mg74qj7508m	5	10	image	image	NOUN
mg74qj7508m	5	11	processing	processing	NOUN
mg74qj7508m	5	12	approaches	approach	NOUN
mg74qj7508m	5	13	that	that	PRON
mg74qj7508m	5	14	are	be	AUX
mg74qj7508m	5	15	based	base	VERB
mg74qj7508m	5	16	on	on	ADP
mg74qj7508m	5	17	signal	signal	NOUN
mg74qj7508m	5	18	processing	processing	NOUN
mg74qj7508m	5	19	techniques	technique	NOUN
mg74qj7508m	5	20	,	,	PUNCT
mg74qj7508m	5	21	we	we	PRON
mg74qj7508m	5	22	design	design	VERB
mg74qj7508m	5	23	algorithms	algorithm	NOUN
mg74qj7508m	5	24	based	base	VERB
mg74qj7508m	5	25	on	on	ADP
mg74qj7508m	5	26	the	the	DET
mg74qj7508m	5	27	geometric	geometric	ADJ
mg74qj7508m	5	28	features	feature	NOUN
mg74qj7508m	5	29	of	of	ADP
mg74qj7508m	5	30	target	target	NOUN
mg74qj7508m	5	31	objects	object	NOUN
mg74qj7508m	5	32	(	(	PUNCT
mg74qj7508m	5	33	e.g.	e.g.	ADV
mg74qj7508m	5	34	,	,	PUNCT
mg74qj7508m	5	35	blood	blood	NOUN
mg74qj7508m	5	36	clots	clot	NOUN
mg74qj7508m	5	37	,	,	PUNCT
mg74qj7508m	5	38	bones	bone	NOUN
mg74qj7508m	5	39	,	,	PUNCT
mg74qj7508m	5	40	vessels	vessel	NOUN
mg74qj7508m	5	41	,	,	PUNCT
mg74qj7508m	5	42	etc	etc	X
mg74qj7508m	5	43	.	.	X
mg74qj7508m	5	44	)	)	PUNCT
mg74qj7508m	5	45	,	,	PUNCT
mg74qj7508m	5	46	and	and	CCONJ
mg74qj7508m	5	47	apply	apply	VERB
mg74qj7508m	5	48	graph	graph	NOUN
mg74qj7508m	5	49	algorithms	algorithm	NOUN
mg74qj7508m	5	50	,	,	PUNCT
mg74qj7508m	5	51	as	as	ADV
mg74qj7508m	5	52	well	well	ADV
mg74qj7508m	5	53	as	as	ADP
mg74qj7508m	5	54	other	other	ADJ
mg74qj7508m	5	55	algorithms	algorithm	NOUN
mg74qj7508m	5	56	in	in	ADP
mg74qj7508m	5	57	computational	computational	ADJ
mg74qj7508m	5	58	geometry	geometry	NOUN
mg74qj7508m	5	59	to	to	PART
mg74qj7508m	5	60	solve	solve	VERB
mg74qj7508m	5	61	the	the	DET
mg74qj7508m	5	62	problems	problem	NOUN
mg74qj7508m	5	63	.	.	PUNCT
mg74qj7508m	6	1	we	we	PRON
mg74qj7508m	6	2	also	also	ADV
mg74qj7508m	6	3	study	study	VERB
mg74qj7508m	6	4	the	the	DET
mg74qj7508m	6	5	image	image	NOUN
mg74qj7508m	6	6	completion	completion	NOUN
mg74qj7508m	6	7	problem	problem	NOUN
mg74qj7508m	6	8	,	,	PUNCT
mg74qj7508m	6	9	which	which	PRON
mg74qj7508m	6	10	is	be	AUX
mg74qj7508m	6	11	a	a	DET
mg74qj7508m	6	12	common	common	ADJ
mg74qj7508m	6	13	problem	problem	NOUN
mg74qj7508m	6	14	in	in	ADP
mg74qj7508m	6	15	computer	computer	NOUN
mg74qj7508m	6	16	vision	vision	NOUN
mg74qj7508m	6	17	.	.	PUNCT
mg74qj7508m	7	1	we	we	PRON
mg74qj7508m	7	2	design	design	VERB
mg74qj7508m	7	3	algorithms	algorithm	NOUN
mg74qj7508m	7	4	based	base	VERB
mg74qj7508m	7	5	on	on	ADP
mg74qj7508m	7	6	existing	exist	VERB
mg74qj7508m	7	7	algorithm	algorithm	NOUN
mg74qj7508m	7	8	frameworks	framework	NOUN
mg74qj7508m	7	9	,	,	PUNCT
mg74qj7508m	7	10	but	but	CCONJ
mg74qj7508m	7	11	adopt	adopt	VERB
mg74qj7508m	7	12	new	new	ADJ
mg74qj7508m	7	13	models	model	NOUN
mg74qj7508m	7	14	and	and	CCONJ
mg74qj7508m	7	15	seek	seek	VERB
mg74qj7508m	7	16	optimal	optimal	ADJ
mg74qj7508m	7	17	solutions	solution	NOUN
mg74qj7508m	7	18	to	to	PART
mg74qj7508m	7	19	solve	solve	VERB
mg74qj7508m	7	20	many	many	ADJ
mg74qj7508m	7	21	key	key	ADJ
mg74qj7508m	7	22	sub	sub	NOUN
mg74qj7508m	7	23	-	-	NOUN
mg74qj7508m	7	24	problems	problem	NOUN
mg74qj7508m	7	25	,	,	PUNCT
mg74qj7508m	7	26	while	while	SCONJ
mg74qj7508m	7	27	most	most	ADJ
mg74qj7508m	7	28	existing	existing	ADJ
mg74qj7508m	7	29	algorithms	algorithm	NOUN
mg74qj7508m	7	30	rely	rely	VERB
mg74qj7508m	7	31	heavily	heavily	ADV
mg74qj7508m	7	32	on	on	ADP
mg74qj7508m	7	33	heuristics	heuristic	NOUN
mg74qj7508m	7	34	,	,	PUNCT
mg74qj7508m	7	35	and	and	CCONJ
mg74qj7508m	7	36	can	can	AUX
mg74qj7508m	7	37	not	not	PART
mg74qj7508m	7	38	handle	handle	VERB
mg74qj7508m	7	39	many	many	ADJ
mg74qj7508m	7	40	complicated	complicated	ADJ
mg74qj7508m	7	41	cases	case	NOUN
mg74qj7508m	7	42	sufficiently	sufficiently	ADV
mg74qj7508m	7	43	well	well	ADV
mg74qj7508m	7	44	.	.	PUNCT
mg74qj7508m	8	1	in	in	ADP
mg74qj7508m	8	2	our	our	PRON
mg74qj7508m	8	3	new	new	ADJ
mg74qj7508m	8	4	approaches	approach	NOUN
mg74qj7508m	8	5	,	,	PUNCT
mg74qj7508m	8	6	we	we	PRON
mg74qj7508m	8	7	extensively	extensively	ADV
mg74qj7508m	8	8	apply	apply	VERB
mg74qj7508m	8	9	graph	graph	NOUN
mg74qj7508m	8	10	algorithms	algorithm	NOUN
mg74qj7508m	8	11	,	,	PUNCT
mg74qj7508m	8	12	optimization	optimization	NOUN
mg74qj7508m	8	13	techniques	technique	NOUN
mg74qj7508m	8	14	and	and	CCONJ
mg74qj7508m	8	15	other	other	ADJ
mg74qj7508m	8	16	algorithms	algorithm	NOUN
mg74qj7508m	8	17	in	in	ADP
mg74qj7508m	8	18	computational	computational	ADJ
mg74qj7508m	8	19	geometry	geometry	NOUN
mg74qj7508m	8	20	,	,	PUNCT
mg74qj7508m	8	21	and	and	CCONJ
mg74qj7508m	8	22	achieve	achieve	VERB
mg74qj7508m	8	23	better	well	ADJ
mg74qj7508m	8	24	performance	performance	NOUN
mg74qj7508m	8	25	than	than	ADP
mg74qj7508m	8	26	traditional	traditional	ADJ
mg74qj7508m	8	27	methods	method	NOUN
mg74qj7508m	8	28	.	.	PUNCT
mg74qj7508m	9	1	the	the	DET
mg74qj7508m	9	2	algorithms	algorithm	NOUN
mg74qj7508m	9	3	we	we	PRON
mg74qj7508m	9	4	apply	apply	VERB
mg74qj7508m	9	5	,	,	PUNCT
mg74qj7508m	9	6	extend	extend	VERB
mg74qj7508m	9	7	or	or	CCONJ
mg74qj7508m	9	8	design	design	VERB
mg74qj7508m	9	9	to	to	PART
mg74qj7508m	9	10	solve	solve	VERB
mg74qj7508m	9	11	the	the	DET
mg74qj7508m	9	12	problems	problem	NOUN
mg74qj7508m	9	13	include	include	VERB
mg74qj7508m	9	14	clustering	clustering	NOUN
mg74qj7508m	9	15	,	,	PUNCT
mg74qj7508m	9	16	plane	plane	NOUN
mg74qj7508m	9	17	sweeping	sweeping	NOUN
mg74qj7508m	9	18	,	,	PUNCT
mg74qj7508m	9	19	graph	graph	NOUN
mg74qj7508m	9	20	search	search	NOUN
mg74qj7508m	9	21	,	,	PUNCT
mg74qj7508m	9	22	maximum	maximum	ADJ
mg74qj7508m	9	23	-	-	PUNCT
mg74qj7508m	9	24	weight	weight	NOUN
mg74qj7508m	9	25	independent	independent	ADJ
mg74qj7508m	9	26	set	set	NOUN
mg74qj7508m	9	27	on	on	ADP
mg74qj7508m	9	28	circle	circle	NOUN
mg74qj7508m	9	29	graphs	graph	NOUN
mg74qj7508m	9	30	,	,	PUNCT
mg74qj7508m	9	31	etc	etc	X
mg74qj7508m	9	32	.	.	X
mg74qj7508m	10	1	we	we	PRON
mg74qj7508m	10	2	also	also	ADV
mg74qj7508m	10	3	perform	perform	VERB
mg74qj7508m	10	4	quantitative	quantitative	ADJ
mg74qj7508m	10	5	analyses	analysis	NOUN
mg74qj7508m	10	6	on	on	ADP
mg74qj7508m	10	7	the	the	DET
mg74qj7508m	10	8	image	image	NOUN
mg74qj7508m	10	9	data	datum	NOUN
mg74qj7508m	10	10	based	base	VERB
mg74qj7508m	10	11	on	on	ADP
mg74qj7508m	10	12	the	the	DET
mg74qj7508m	10	13	image	image	NOUN
mg74qj7508m	10	14	processing	processing	NOUN
mg74qj7508m	10	15	results	result	NOUN
mg74qj7508m	10	16	.	.	PUNCT
mg74qj7508m	11	1	the	the	DET
mg74qj7508m	11	2	analysis	analysis	NOUN
mg74qj7508m	11	3	results	result	VERB
mg74qj7508m	11	4	we	we	PRON
mg74qj7508m	11	5	produce	produce	VERB
mg74qj7508m	11	6	help	help	NOUN
mg74qj7508m	11	7	physicians	physician	NOUN
mg74qj7508m	11	8	and	and	CCONJ
mg74qj7508m	11	9	biologists	biologist	NOUN
mg74qj7508m	11	10	explore	explore	VERB
mg74qj7508m	11	11	unknown	unknown	ADJ
mg74qj7508m	11	12	mechanisms	mechanism	NOUN
mg74qj7508m	11	13	of	of	ADP
mg74qj7508m	11	14	the	the	DET
mg74qj7508m	11	15	human	human	ADJ
mg74qj7508m	11	16	body	body	NOUN
mg74qj7508m	11	17	,	,	PUNCT
mg74qj7508m	11	18	and	and	CCONJ
mg74qj7508m	11	19	develop	develop	VERB
mg74qj7508m	11	20	therapeutic	therapeutic	ADJ
mg74qj7508m	11	21	strategies	strategy	NOUN
mg74qj7508m	11	22	to	to	PART
mg74qj7508m	11	23	better	well	ADV
mg74qj7508m	11	24	treat	treat	VERB
mg74qj7508m	11	25	patients	patient	NOUN
mg74qj7508m	11	26	.	.	PUNCT